10 Networks and Trees
## -----------------------------------------------------------------------------
dats = read.table("../data/small_chemokine.txt", header = TRUE)
library("ggtree")
## ggtree v3.4.0 For help: https://yulab-smu.top/treedata-book/
##
## If you use the ggtree package suite in published research, please cite
## the appropriate paper(s):
##
## Guangchuang Yu, David Smith, Huachen Zhu, Yi Guan, Tommy Tsan-Yuk Lam.
## ggtree: an R package for visualization and annotation of phylogenetic
## trees with their covariates and other associated data. Methods in
## Ecology and Evolution. 2017, 8(1):28-36. doi:10.1111/2041-210X.12628
##
## S Xu, Z Dai, P Guo, X Fu, S Liu, L Zhou, W Tang, T Feng, M Chen, L
## Zhan, T Wu, E Hu, Y Jiang, X Bo, G Yu. ggtreeExtra: Compact
## visualization of richly annotated phylogenetic data. Molecular Biology
## and Evolution. 2021, 38(9):4039-4042. doi: 10.1093/molbev/msab166
##
## LG Wang, TTY Lam, S Xu, Z Dai, L Zhou, T Feng, P Guo, CW Dunn, BR
## Jones, T Bradley, H Zhu, Y Guan, Y Jiang, G Yu. treeio: an R package
## for phylogenetic tree input and output with richly annotated and
## associated data. Molecular Biology and Evolution. 2020, 37(2):599-603.
## doi: 10.1093/molbev/msz240
library("igraph")
##
## Attaching package: 'igraph'
## The following objects are masked from 'package:stats':
##
## decompose, spectrum
## The following object is masked from 'package:base':
##
## union
library("tibble")
##
## Attaching package: 'tibble'
## The following object is masked from 'package:igraph':
##
## as_data_frame
library("ggplot2")
library("reshape")
##
## Attaching package: 'reshape'
## The following object is masked from 'package:ggtree':
##
## expand
library("ggnetwork")
## Registered S3 method overwritten by 'ggnetwork':
## method from
## fortify.igraph ggtree
library("ggrepel")
library("dplyr")
##
## Attaching package: 'dplyr'
## The following object is masked from 'package:reshape':
##
## rename
## The following objects are masked from 'package:igraph':
##
## as_data_frame, groups, union
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
dats
## node1 node2 node1_string_id node2_string_id node1_external_id
## 1 CXCR3 CCR7 1855969 1843829 ENSP00000362795
## 2 ITGA4 EED 1858446 1845338 ENSP00000380227
## 3 CXCR5 CXCL13 1847335 1847033 ENSP00000292174
## 4 PF4 CXCR5 1847665 1847335 ENSP00000296029
## 5 THBD PF4 1856612 1847665 ENSP00000366307
## 6 CCL19 CCR7 1849114 1843829 ENSP00000308815
## 7 CXCL13 CCR7 1847033 1843829 ENSP00000286758
## 8 CD44 ITGA4 1860096 1858446 ENSP00000398632
## 9 ITGA4 CCR7 1858446 1843829 ENSP00000380227
## 10 CXCR5 CCR7 1847335 1843829 ENSP00000292174
## 11 ITGA4 CXCR3 1858446 1855969 ENSP00000380227
## 12 CCL19 CXCR5 1849114 1847335 ENSP00000308815
## 13 CCL19 CXCL13 1849114 1847033 ENSP00000308815
## 14 CXCR3 PF4 1855969 1847665 ENSP00000362795
## 15 THBD CCR7 1856612 1843829 ENSP00000366307
## 16 CXCR3 CXCR5 1855969 1847335 ENSP00000362795
## 17 CXCR3 CCL19 1855969 1849114 ENSP00000362795
## 18 CXCR3 CXCL13 1855969 1847033 ENSP00000362795
## 19 PF4 CCR7 1847665 1843829 ENSP00000296029
## 20 PF4 SRGN 1847665 1843628 ENSP00000296029
## node2_external_id neighborhood fusion cooccurence homology coexpression
## 1 ENSP00000246657 0 0 0 0.847 0.000
## 2 ENSP00000263360 0 0 0 0.000 0.000
## 3 ENSP00000286758 0 0 0 0.000 0.000
## 4 ENSP00000292174 0 0 0 0.000 0.000
## 5 ENSP00000296029 0 0 0 0.000 0.000
## 6 ENSP00000246657 0 0 0 0.000 0.000
## 7 ENSP00000246657 0 0 0 0.000 0.000
## 8 ENSP00000380227 0 0 0 0.000 0.000
## 9 ENSP00000246657 0 0 0 0.000 0.000
## 10 ENSP00000246657 0 0 0 0.851 0.079
## 11 ENSP00000362795 0 0 0 0.000 0.000
## 12 ENSP00000292174 0 0 0 0.000 0.000
## 13 ENSP00000286758 0 0 0 0.000 0.000
## 14 ENSP00000296029 0 0 0 0.000 0.000
## 15 ENSP00000246657 0 0 0 0.000 0.000
## 16 ENSP00000292174 0 0 0 0.876 0.000
## 17 ENSP00000308815 0 0 0 0.000 0.000
## 18 ENSP00000286758 0 0 0 0.000 0.000
## 19 ENSP00000246657 0 0 0 0.000 0.000
## 20 ENSP00000242465 0 0 0 0.000 0.000
## experimental knowledge textmining combined_score
## 1 0.000 0.9 0.878 0.913
## 2 0.566 0.0 0.312 0.688
## 3 0.812 0.9 0.824 0.996
## 4 0.000 0.8 0.151 0.822
## 5 0.576 0.9 0.070 0.957
## 6 0.812 0.9 0.983 0.999
## 7 0.575 0.9 0.680 0.985
## 8 0.576 0.0 0.643 0.842
## 9 0.000 0.0 0.647 0.647
## 10 0.000 0.9 0.720 0.914
## 11 0.000 0.0 0.505 0.505
## 12 0.000 0.9 0.625 0.960
## 13 0.576 0.9 0.670 0.984
## 14 0.564 0.9 0.649 0.983
## 15 0.000 0.0 0.407 0.407
## 16 0.000 0.9 0.634 0.907
## 17 0.000 0.9 0.745 0.973
## 18 0.576 0.9 0.505 0.977
## 19 0.000 0.8 0.342 0.862
## 20 0.576 0.9 0.303 0.967
gr = graph_from_data_frame(dats[,c("node1", "node2")], directed = FALSE)
E(gr)$weight = 1
gr
## IGRAPH b776ac3 UNW- 11 20 --
## + attr: name (v/c), weight (e/n)
## + edges from b776ac3 (vertex names):
## [1] CXCR3 --CCR7 ITGA4 --EED CXCR5 --CXCL13 CXCR5 --PF4 PF4 --THBD
## [6] CCL19 --CCR7 CXCL13--CCR7 ITGA4 --CD44 ITGA4 --CCR7 CXCR5 --CCR7
## [11] CXCR3 --ITGA4 CXCR5 --CCL19 CCL19 --CXCL13 CXCR3 --PF4 THBD --CCR7
## [16] CXCR3 --CXCR5 CXCR3 --CCL19 CXCR3 --CXCL13 PF4 --CCR7 PF4 --SRGN
V(gr)$size = centralization.degree(gr)$res
ggd = ggnetwork(gr, layout = layout_with_fr(gr), cell.jitter = 0)
ggplot(ggd, aes(x = x, y = y, xend = xend, yend = yend)) +
geom_edges(color = "black", curvature = 0.1, linewidth = 0.85, alpha = 1/2) +
geom_nodes(aes(x = x, y = y), size = 4, alpha = 1/2, color = "orange") +
geom_nodelabel_repel(aes(label = name), size = 4, color = "black") +
theme_blank() + theme(legend.position = "none")
## -----------------------------------------------------------------------------
library("igraph")
edges = matrix(c(1,3, 2,3, 3,4, 4,5, 4,6), byrow = TRUE, ncol = 2)
edges
## [,1] [,2]
## [1,] 1 3
## [2,] 2 3
## [3,] 3 4
## [4,] 4 5
## [5,] 4 6
g1 = graph_from_edgelist(edges, directed = FALSE)
g1
## IGRAPH b7e7551 U--- 6 5 --
## + edges from b7e7551:
## [1] 1--3 2--3 3--4 4--5 4--6
vertex_attr(g1, name = "name") = 1:6
plot(g1, vertex.size = 25, edge.width = 5, vertex.color = "coral")
## -----------------------------------------------------------------------------
ggplotadjacency = function(a) {
n = nrow(a)
p = ncol(a)
fromto = reshape2::melt(a)
stopifnot(identical(nrow(fromto), n*p))
fromto$value = as.factor(fromto$value)
cols = c("white", "darkblue")
ggplot(data = fromto, aes(x = Var1, y = Var2, fill = value)) +
geom_tile(colour = "black") +
coord_fixed(ratio = 1, ylim = c(0.5, n + 0.5), xlim = c(0.5, p + 0.5)) +
scale_fill_manual(values = cols) +
scale_x_continuous(name = "" , breaks = 1:p, labels = paste(1:p)) +
scale_y_reverse( name = "" , breaks = n:1, labels = paste(n:1)) +
theme_bw() +
theme(axis.text = element_text(size = 14),
legend.key = element_rect(fill = "white"),
legend.background = element_rect(fill = "white"),
panel.border = element_blank(),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
axis.line = element_line(color = "white"),
axis.ticks.x = element_blank(),
axis.ticks.y = element_blank()
)
}
## -----------------------------------------------------------------------------
ggplotadjacency(as_adj(g1, sparse = FALSE))
## -----------------------------------------------------------------------------
edges = "1,3\n2,3\n3,4\n4,6\n4,5"
df = read.csv(textConnection(edges), header = FALSE)
sg = graph_from_data_frame(df, directed = FALSE)
sg
## IGRAPH b83d682 UN-- 6 5 --
## + attr: name (v/c)
## + edges from b83d682 (vertex names):
## [1] 1--3 2--3 3--4 4--6 4--5
## -----------------------------------------------------------------------------
finch = readr::read_csv("../data/finch_beaks_2012.csv",
comment = "#", col_types = "cc")
finch
## # A tibble: 248 × 4
## band species blength bdepth
## <chr> <chr> <dbl> <dbl>
## 1 19022 fortis 10 8.5
## 2 19028 fortis 12.5 8.9
## 3 19032 fortis 9.3 7.5
## 4 19041 fortis 10.3 9.6
## 5 19044 fortis 11 9.2
## 6 19048 fortis 10.1 8.2
## 7 19072 fortis 9.6 7.8
## 8 19082 fortis 10.9 8.6
## 9 19104 fortis 10.3 8.4
## 10 19114 fortis 9.8 7.7
## # ℹ 238 more rows
finch
## # A tibble: 248 × 4
## band species blength bdepth
## <chr> <chr> <dbl> <dbl>
## 1 19022 fortis 10 8.5
## 2 19028 fortis 12.5 8.9
## 3 19032 fortis 9.3 7.5
## 4 19041 fortis 10.3 9.6
## 5 19044 fortis 11 9.2
## 6 19048 fortis 10.1 8.2
## 7 19072 fortis 9.6 7.8
## 8 19082 fortis 10.9 8.6
## 9 19104 fortis 10.3 8.4
## 10 19114 fortis 9.8 7.7
## # ℹ 238 more rows
library("network")
##
## 'network' 1.18.1 (2023-01-24), part of the Statnet Project
## * 'news(package="network")' for changes since last version
## * 'citation("network")' for citation information
## * 'https://statnet.org' for help, support, and other information
##
## Attaching package: 'network'
## The following objects are masked from 'package:igraph':
##
## %c%, %s%, add.edges, add.vertices, delete.edges, delete.vertices,
## get.edge.attribute, get.edges, get.vertex.attribute, is.bipartite,
## is.directed, list.edge.attributes, list.vertex.attributes,
## set.edge.attribute, set.vertex.attribute
finch.nw = as.network(finch, bipartite = TRUE, directed = FALSE)
is.island = nchar(network.vertex.names(finch.nw)) == 1
plot(finch.nw, vertex.cex = 2.5, displaylabels = TRUE,
vertex.col = ifelse(is.island, "forestgreen", "gold3"))
finch.nw |> as.matrix() |> t() |> (\(x) x[, order(colnames(x))])()
## 19022 19026 19028 19029 19032 19041 19044 19048 19072 19082 19094
## fortis 1 0 1 0 1 1 1 1 1 1 0
## scandens 0 1 1 1 0 0 0 0 0 0 1
## 19104 19114 19121 19122 19125 19126 19129 19146 19164 19172 19174
## fortis 1 1 1 0 0 1 0 1 1 0 1
## scandens 0 0 0 1 1 0 1 0 0 1 0
## 19182 19203 19210 19212 19214 19217 19224 19226 19244 19251 19252
## fortis 0 1 1 0 0 1 1 1 0 0 1
## scandens 1 0 0 1 1 0 0 0 1 1 0
## 19260 19263 19270 19274 19278 19280 19288 19289 19299 19312 19326
## fortis 0 1 0 1 0 1 1 0 0 0 0
## scandens 1 0 1 0 1 0 0 1 1 1 1
## 19328 19343 19349 19362 19372 19374 19382 19384 19392 19394 19401
## fortis 1 0 1 1 1 0 1 1 1 1 0
## scandens 0 1 0 0 0 1 0 0 0 0 1
## 19406 19408 19422 19426 19430 19433 19438 19439 19452 19461 19466
## fortis 0 0 1 0 0 0 0 1 0 1 0
## scandens 1 1 0 1 1 1 1 0 1 0 1
## 19469 19482 19486 19492 19493 19494 19495 19496 19497 19502 19510
## fortis 0 1 0 0 0 0 0 0 0 1 0
## scandens 1 0 1 1 1 1 1 1 1 0 1
## 19511 19513 19518 19526 19527 19528 19536 19543 19553 19554 19563
## fortis 1 0 0 0 0 0 1 0 0 0 1
## scandens 0 1 1 1 1 1 0 1 1 1 0
## 19568 19573 19592 19594 19597 19598 19599 19602 19604 19614 19619
## fortis 1 0 0 0 0 0 0 1 1 1 0
## scandens 0 1 1 1 1 1 1 0 0 0 1
## 19622 19623 19627 19642 19649 19652 19653 19654 19664 19674 19682
## fortis 0 1 1 1 1 0 0 1 0 1 1
## scandens 1 0 0 0 0 1 1 0 1 0 0
## 19692 19712 19720 19734 19740 19746 19747 19749 19766 19774 19782
## fortis 0 1 0 1 0 1 0 1 0 1 1
## scandens 1 0 1 0 1 0 1 0 1 0 0
## 19783 19815 19820 19821 19829 19832 19835 19840 19844 19848 19849
## fortis 0 1 1 1 1 1 1 1 0 0 1
## scandens 1 0 0 0 0 0 0 0 1 1 0
## 19852 19854 19855 19868 19874 19878 19882 19889 19900 19910 19914
## fortis 0 0 0 0 1 1 0 1 0 0 1
## scandens 1 1 1 1 0 0 1 0 1 1 0
## 19921 19922 19928 19932 19936 19940 19941 19942 19946 19947 19951
## fortis 1 1 1 1 0 0 0 1 1 1 0
## scandens 0 0 0 0 1 1 1 0 0 0 1
## 19952 19955 19956 19974 19993 19994 21040 21041 21045 21047 21049
## fortis 1 0 0 1 1 1 0 0 0 0 1
## scandens 0 1 1 0 0 0 1 1 1 1 0
## 21052 21053 21057 21070 21080 21081 21082 21087 21088 21089 21090
## fortis 1 0 0 0 1 0 1 1 1 1 1
## scandens 0 1 1 1 0 1 0 0 0 0 0
## 21092 21093 21106 21109 21111 21113 21129 21131 21135 21136 21159
## fortis 0 0 0 0 0 0 1 0 0 0 0
## scandens 1 1 1 1 1 1 0 1 1 1 1
## 21160 21161 21162 21165 21167 21169 21176 21191 21244 21247 21248
## fortis 1 1 1 1 0 1 0 1 1 1 0
## scandens 0 0 0 0 1 0 1 0 0 0 1
## 21249 21253 21255 21256 21257 21258 21259 21260 21261 21262 21263
## fortis 1 0 0 0 0 1 1 0 1 1 0
## scandens 0 1 1 1 1 0 0 1 0 0 1
## 21265 21266 21267 21268 21270 21271 21272 21273 21276 21277 21278
## fortis 1 1 0 0 0 0 1 1 1 1 0
## scandens 0 0 1 1 1 1 0 0 0 0 1
## 21279 21280 21281 21282 21283 21285 21286 21287 21288 21289 21290
## fortis 0 0 0 1 1 0 0 1 0 0 0
## scandens 1 1 1 0 0 1 1 0 1 1 1
## 21291 21292 21293 21294 21295 21296 21297 21298 21299 21340 21341
## fortis 0 0 1 1 0 1 0 1 1 0 1
## scandens 1 1 0 0 1 0 1 0 0 1 0
## 21342 21343 21347 21349 22000
## fortis 0 1 0 1 1
## scandens 1 0 1 0 0
## -----------------------------------------------------------------------------
library("ggnetwork")
g1df = ggnetwork(g1)
g1df
## x y name xend yend
## 3 0.3032258 0.4110425 4 0.0000000 0.6131356
## 4 0.3032258 0.4110425 4 0.1382566 0.0000000
## 5 0.6988827 0.5876187 3 0.3032258 0.4110425
## 6 0.8605999 1.0000000 2 0.6988827 0.5876187
## 7 1.0000000 0.3817937 1 0.6988827 0.5876187
## 1 1.0000000 0.3817937 1 1.0000000 0.3817937
## 2 0.8605999 1.0000000 2 0.8605999 1.0000000
## 31 0.6988827 0.5876187 3 0.6988827 0.5876187
## 41 0.3032258 0.4110425 4 0.3032258 0.4110425
## 51 0.0000000 0.6131356 5 0.0000000 0.6131356
## 61 0.1382566 0.0000000 6 0.1382566 0.0000000
ggplot(g1df, aes(x = x, y = y, xend = xend, yend = yend)) +
geom_edges() + geom_nodes(size = 6,color = "#8856a7") +
geom_nodetext(aes(label = name), size = 4, color = "white") +
theme_blank() + theme(legend.position = "none")
## -----------------------------------------------------------------------------
library("markovchain")
## Package: markovchain
## Version: 0.9.1
## Date: 2023-01-20
## BugReport: https://github.com/spedygiorgio/markovchain/issues
statesNames = c("A", "C", "G","T")
T1MC = new("markovchain", states = statesNames, transitionMatrix =
matrix(c(0.2,0.1,0.4,0.3,0,1,0,0,0.1,0.2,0.2,0.5,0.1,0.1,0.8,0.0),
nrow = 4,byrow = TRUE, dimnames = list(statesNames, statesNames)))
T1MC
## Unnamed Markov chain
## A 4 - dimensional discrete Markov Chain defined by the following states:
## A, C, G, T
## The transition matrix (by rows) is defined as follows:
## A C G T
## A 0.2 0.1 0.4 0.3
## C 0.0 1.0 0.0 0.0
## G 0.1 0.2 0.2 0.5
## T 0.1 0.1 0.8 0.0
plot(T1MC, edge.arrow.size = 0.4, vertex.color = "purple",
edge.arrow.width = 2.2, edge.width = 5, edge.color = "blue",
edge.curved = TRUE, edge.label.cex = 2.5, vertex.size= 32,
vertex.label.cex = 3.5, edge.loop.angle = 3,
vertex.label.family = "sans", vertex.label.color = "white")
## -----------------------------------------------------------------------------
library("ggnetwork")
oldpar = par(mar = c(5.1,4.7,4.1,2.6))
datf = read.table("../data/string_graph.txt", header = TRUE)
datf
## node1 node2 node1_string_id node2_string_id node1_external_id
## 1 CXCR3 CCR7 1855969 1843829 ENSP00000362795
## 2 ITGA4 EED 1858446 1845338 ENSP00000380227
## 3 SMC3 CENPK 1854200 1843648 ENSP00000354720
## 4 HNRNPA1 LUC7L3 1852510 1843556 ENSP00000341826
## 5 SMC2 RB1 1847012 1845924 ENSP00000286398
## 6 RBBP4 CENPK 1855919 1843648 ENSP00000362592
## 7 CXCR5 CXCL13 1847335 1847033 ENSP00000292174
## 8 CD44 RUNX2 1860096 1855482 ENSP00000398632
## 9 PF4 CXCR5 1847665 1847335 ENSP00000296029
## 10 THBD PF4 1856612 1847665 ENSP00000366307
## 11 SMARCA1 EZH2 1855408 1850211 ENSP00000360163
## 12 HMMR BARD1 1858139 1844829 ENSP00000377492
## 13 MBP MMP7 1857547 1844765 ENSP00000372025
## 14 CCL19 CCR7 1849114 1843829 ENSP00000308815
## 15 RBBP4 EZH2 1855919 1850211 ENSP00000362592
## 16 RUNX2 RB1 1855482 1845924 ENSP00000360493
## 17 RB1 HSPA8 1845924 1843112 ENSP00000267163
## 18 DHX9 BARD1 1854615 1844829 ENSP00000356520
## 19 CXCL13 CCR7 1847033 1843829 ENSP00000286758
## 20 SMC2 KIF23 1847012 1844781 ENSP00000286398
## 21 CD44 HMMR 1860096 1858139 ENSP00000398632
## 22 CD44 ITGA4 1860096 1858446 ENSP00000398632
## 23 SMARCE1 RB1 1850602 1845924 ENSP00000323967
## 24 ITGA4 CCR7 1858446 1843829 ENSP00000380227
## 25 MBP STK4 1857547 1855759 ENSP00000372025
## 26 RBBP4 LIN9 1855919 1851108 ENSP00000362592
## 27 RB1 EED 1845924 1845338 ENSP00000267163
## 28 CXCR5 CCR7 1847335 1843829 ENSP00000292174
## 29 PSMA1 HSPA8 1861079 1843112 ENSP00000414359
## 30 RBBP4 SMARCA1 1855919 1855408 ENSP00000362592
## 31 ITGA4 CXCR3 1858446 1855969 ENSP00000380227
## 32 CDK12 MBP 1860122 1857547 ENSP00000398880
## 33 CCL19 CXCR5 1849114 1847335 ENSP00000308815
## 34 SMARCA1 EED 1855408 1845338 ENSP00000360163
## 35 CLTC AP3B1 1846064 1844363 ENSP00000269122
## 36 CCL19 CXCL13 1849114 1847033 ENSP00000308815
## 37 CXCR3 PF4 1855969 1847665 ENSP00000362795
## 38 TCERG1 HSPA8 1847779 1843112 ENSP00000296702
## 39 RBBP4 RB1 1855919 1845924 ENSP00000362592
## 40 CLTC EED 1846064 1845338 ENSP00000269122
## 41 RACGAP1 KIF23 1849236 1844781 ENSP00000309871
## 42 DHX9 HNRNPA1 1854615 1852510 ENSP00000356520
## 43 CD44 SRGN 1860096 1843628 ENSP00000398632
## 44 SMC3 SMC2 1854200 1847012 ENSP00000354720
## 45 THBD CCR7 1856612 1843829 ENSP00000366307
## 46 DHX9 EZH2 1854615 1850211 ENSP00000356520
## 47 CXCR3 CXCR5 1855969 1847335 ENSP00000362795
## 48 LIN9 RB1 1851108 1845924 ENSP00000329102
## 49 CXCR3 CCL19 1855969 1849114 ENSP00000362795
## 50 EZH2 RB1 1850211 1845924 ENSP00000320147
## 51 RUNX2 EZH2 1855482 1850211 ENSP00000360493
## 52 CXCR3 CXCL13 1855969 1847033 ENSP00000362795
## 53 EZH2 EED 1850211 1845338 ENSP00000320147
## 54 CD44 MMP7 1860096 1844765 ENSP00000398632
## 55 PF4 CCR7 1847665 1843829 ENSP00000296029
## 56 SMARCA1 SMARCE1 1855408 1850602 ENSP00000360163
## 57 PF4 SRGN 1847665 1843628 ENSP00000296029
## 58 RBBP4 EED 1855919 1845338 ENSP00000362592
## node2_external_id neighborhood fusion cooccurence homology coexpression
## 1 ENSP00000246657 0 0 0.000 0.847 0.000
## 2 ENSP00000263360 0 0 0.000 0.000 0.000
## 3 ENSP00000242872 0 0 0.000 0.000 0.000
## 4 ENSP00000240304 0 0 0.000 0.000 0.000
## 5 ENSP00000267163 0 0 0.000 0.000 0.136
## 6 ENSP00000242872 0 0 0.000 0.000 0.000
## 7 ENSP00000286758 0 0 0.000 0.000 0.000
## 8 ENSP00000360493 0 0 0.000 0.000 0.000
## 9 ENSP00000292174 0 0 0.000 0.000 0.000
## 10 ENSP00000296029 0 0 0.000 0.000 0.000
## 11 ENSP00000320147 0 0 0.000 0.000 0.090
## 12 ENSP00000260947 0 0 0.000 0.000 0.000
## 13 ENSP00000260227 0 0 0.000 0.000 0.000
## 14 ENSP00000246657 0 0 0.000 0.000 0.000
## 15 ENSP00000320147 0 0 0.000 0.000 0.000
## 16 ENSP00000267163 0 0 0.000 0.000 0.000
## 17 ENSP00000227378 0 0 0.000 0.000 0.000
## 18 ENSP00000260947 0 0 0.000 0.000 0.000
## 19 ENSP00000246657 0 0 0.000 0.000 0.000
## 20 ENSP00000260363 0 0 0.000 0.000 0.482
## 21 ENSP00000377492 0 0 0.000 0.000 0.000
## 22 ENSP00000380227 0 0 0.000 0.000 0.000
## 23 ENSP00000267163 0 0 0.000 0.000 0.000
## 24 ENSP00000246657 0 0 0.000 0.000 0.000
## 25 ENSP00000361892 0 0 0.000 0.000 0.000
## 26 ENSP00000329102 0 0 0.000 0.000 0.000
## 27 ENSP00000263360 0 0 0.000 0.000 0.092
## 28 ENSP00000246657 0 0 0.000 0.851 0.079
## 29 ENSP00000227378 0 0 0.000 0.000 0.000
## 30 ENSP00000360163 0 0 0.000 0.000 0.144
## 31 ENSP00000362795 0 0 0.000 0.000 0.000
## 32 ENSP00000372025 0 0 0.000 0.000 0.000
## 33 ENSP00000292174 0 0 0.000 0.000 0.000
## 34 ENSP00000263360 0 0 0.000 0.000 0.069
## 35 ENSP00000255194 0 0 0.000 0.000 0.080
## 36 ENSP00000286758 0 0 0.000 0.000 0.000
## 37 ENSP00000296029 0 0 0.000 0.000 0.000
## 38 ENSP00000227378 0 0 0.000 0.000 0.000
## 39 ENSP00000267163 0 0 0.000 0.000 0.100
## 40 ENSP00000263360 0 0 0.000 0.000 0.000
## 41 ENSP00000260363 0 0 0.000 0.000 0.578
## 42 ENSP00000341826 0 0 0.000 0.000 0.082
## 43 ENSP00000242465 0 0 0.000 0.000 0.000
## 44 ENSP00000286398 0 0 0.395 0.658 0.256
## 45 ENSP00000246657 0 0 0.000 0.000 0.000
## 46 ENSP00000320147 0 0 0.000 0.000 0.000
## 47 ENSP00000292174 0 0 0.000 0.876 0.000
## 48 ENSP00000267163 0 0 0.000 0.000 0.183
## 49 ENSP00000308815 0 0 0.000 0.000 0.000
## 50 ENSP00000267163 0 0 0.000 0.000 0.000
## 51 ENSP00000320147 0 0 0.000 0.000 0.000
## 52 ENSP00000286758 0 0 0.000 0.000 0.000
## 53 ENSP00000263360 0 0 0.000 0.000 0.000
## 54 ENSP00000260227 0 0 0.000 0.000 0.000
## 55 ENSP00000246657 0 0 0.000 0.000 0.000
## 56 ENSP00000323967 0 0 0.000 0.000 0.000
## 57 ENSP00000242465 0 0 0.000 0.000 0.000
## 58 ENSP00000263360 0 0 0.000 0.000 0.085
## experimental knowledge textmining combined_score
## 1 0.000 0.90 0.878 0.913
## 2 0.566 0.00 0.312 0.688
## 3 0.000 0.90 0.081 0.904
## 4 0.309 0.00 0.394 0.563
## 5 0.000 0.90 0.097 0.915
## 6 0.000 0.90 0.046 0.900
## 7 0.812 0.90 0.824 0.996
## 8 0.000 0.00 0.843 0.843
## 9 0.000 0.80 0.151 0.822
## 10 0.576 0.90 0.070 0.957
## 11 0.149 0.00 0.549 0.620
## 12 0.000 0.00 0.438 0.438
## 13 0.576 0.00 0.284 0.683
## 14 0.812 0.90 0.983 0.999
## 15 0.945 0.90 0.778 0.998
## 16 0.583 0.90 0.302 0.968
## 17 0.576 0.00 0.181 0.637
## 18 0.000 0.00 0.454 0.454
## 19 0.575 0.90 0.680 0.985
## 20 0.107 0.00 0.255 0.625
## 21 0.576 0.90 0.623 0.982
## 22 0.576 0.00 0.643 0.842
## 23 0.000 0.72 0.066 0.727
## 24 0.000 0.00 0.647 0.647
## 25 0.576 0.00 0.584 0.816
## 26 0.852 0.90 0.780 0.996
## 27 0.664 0.00 0.384 0.795
## 28 0.000 0.90 0.720 0.914
## 29 0.099 0.90 0.191 0.920
## 30 0.873 0.90 0.735 0.996
## 31 0.000 0.00 0.505 0.505
## 32 0.564 0.00 0.075 0.579
## 33 0.000 0.90 0.625 0.960
## 34 0.321 0.00 0.336 0.544
## 35 0.709 0.00 0.449 0.840
## 36 0.576 0.90 0.670 0.984
## 37 0.564 0.90 0.649 0.983
## 38 0.667 0.00 0.183 0.716
## 39 0.995 0.90 0.758 0.999
## 40 0.321 0.00 0.169 0.411
## 41 0.996 0.90 0.979 0.999
## 42 0.603 0.90 0.472 0.978
## 43 0.576 0.00 0.330 0.703
## 44 0.606 0.00 0.829 0.808
## 45 0.000 0.00 0.407 0.407
## 46 0.321 0.00 0.290 0.497
## 47 0.000 0.90 0.634 0.907
## 48 0.820 0.00 0.337 0.894
## 49 0.000 0.90 0.745 0.973
## 50 0.099 0.00 0.608 0.631
## 51 0.000 0.00 0.840 0.840
## 52 0.576 0.90 0.505 0.977
## 53 0.999 0.90 0.988 0.999
## 54 0.576 0.90 0.358 0.970
## 55 0.000 0.80 0.342 0.862
## 56 0.197 0.00 0.566 0.636
## 57 0.576 0.90 0.303 0.967
## 58 0.969 0.90 0.658 0.998
grs = graph_from_data_frame(datf[, c("node1", "node2")], directed = FALSE)
E(grs)$weight = 1
V(grs)$size = centralization.degree(grs)$res
ggdf = ggnetwork(grs, layout = layout_with_fr(grs), cell.jitter = 0)
ggplot(ggdf, aes(x = x, y = y, xend = xend, yend = yend)) +
geom_edges(color = "black", curvature = 0.1, linewidth = 0.95, alpha = 0.8)+
geom_nodes(aes(x = x, y = y), size = 3, alpha = 0.5, color = "orange") +
geom_nodelabel_repel(aes(label = name), size = 2.5, color = "#8856a7") +
theme_blank() + theme(legend.position = "none")
par(oldpar)
## -----------------------------------------------------------------------------
library("GSEABase")
## Loading required package: BiocGenerics
##
## Attaching package: 'BiocGenerics'
## The following objects are masked from 'package:dplyr':
##
## combine, intersect, setdiff, union
## The following objects are masked from 'package:igraph':
##
## normalize, path, union
## The following objects are masked from 'package:stats':
##
## IQR, mad, sd, var, xtabs
## The following objects are masked from 'package:base':
##
## anyDuplicated, append, as.data.frame, basename, cbind, colnames,
## dirname, do.call, duplicated, eval, evalq, Filter, Find, get, grep,
## grepl, intersect, is.unsorted, lapply, Map, mapply, match, mget,
## order, paste, pmax, pmax.int, pmin, pmin.int, Position, rank,
## rbind, Reduce, rownames, sapply, setdiff, sort, table, tapply,
## union, unique, unsplit, which.max, which.min
## Loading required package: Biobase
## Welcome to Bioconductor
##
## Vignettes contain introductory material; view with
## 'browseVignettes()'. To cite Bioconductor, see
## 'citation("Biobase")', and for packages 'citation("pkgname")'.
## Loading required package: annotate
## Loading required package: AnnotationDbi
## Loading required package: stats4
## Loading required package: IRanges
## Loading required package: S4Vectors
##
## Attaching package: 'S4Vectors'
## The following objects are masked from 'package:dplyr':
##
## first, rename
## The following objects are masked from 'package:reshape':
##
## expand, rename
## The following object is masked from 'package:ggtree':
##
## expand
## The following objects are masked from 'package:base':
##
## expand.grid, I, unname
##
## Attaching package: 'IRanges'
## The following objects are masked from 'package:dplyr':
##
## collapse, desc, slice
## The following object is masked from 'package:ggtree':
##
## collapse
## The following object is masked from 'package:grDevices':
##
## windows
##
## Attaching package: 'AnnotationDbi'
## The following object is masked from 'package:dplyr':
##
## select
## Loading required package: XML
## Loading required package: graph
##
## Attaching package: 'graph'
## The following object is masked from 'package:XML':
##
## addNode
## The following objects are masked from 'package:igraph':
##
## degree, edges, intersection
## This requires a login to the website.
fl = "../data/genesets.v2023.1.Hs.xml"
gss = getBroadSets(fl)
organism(gss[[1]])
## [1] "Mus musculus"
table(sapply(gss, organism))
##
## Mus musculus
## 930
gss
## GeneSetCollection
## names: ABBUD_LIF_SIGNALING_1_DN, ABBUD_LIF_SIGNALING_1_UP, ..., ZHOU_PANCREATIC_EXOCRINE_PROGENITOR (930 total)
## unique identifiers: AHNAK, ALCAM, ..., PHACTR4 (15553 total)
## types in collection:
## geneIdType: SymbolIdentifier (1 total)
## collectionType: BroadCollection (1 total)
## -----------------------------------------------------------------------------
d1 <- data.frame(Yellow = c(25, 500), Blue = c(25, 100), Red = c(25, 400))
row.names(d1) <- c('Significant', 'Universe')
knitr::kable(d1)
| Significant |
25 |
25 |
25 |
| Universe |
500 |
100 |
400 |
## -----------------------------------------------------------------------------
universe = c(rep("Yellow", 500), rep("Blue", 100), rep("Red", 400))
countblue = replicate(20000, {
pick75 = sample(universe, 75, replace = FALSE)
sum(pick75 == "Blue")
})
summary(countblue)
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.000 6.000 7.000 7.492 9.000 20.000
## -----------------------------------------------------------------------------
ggplot(data.frame(countblue), aes(x = countblue)) +
geom_histogram(binwidth = 1, colour = "white", fill = "purple", center = 0.5, linewidth = 1)
## -----------------------------------------------------------------------------
stopifnot(all(countblue<22))
## -----------------------------------------------------------------------------
library("GOplot")
## Loading required package: ggdendro
## Loading required package: gridExtra
##
## Attaching package: 'gridExtra'
## The following object is masked from 'package:Biobase':
##
## combine
## The following object is masked from 'package:BiocGenerics':
##
## combine
## The following object is masked from 'package:dplyr':
##
## combine
## Loading required package: RColorBrewer
data("EC")
EC$eset
## Gene_Symbol Brain_A Brain_B Brain_C Heart_A
## 1 0610007P14Rik 0.583821300 0.811178200 -0.248054500 -0.670754430
## 2 0610008F07Rik 0.132626060 0.112301350 0.312233920 0.101930620
## 3 0610009B22Rik -0.093576430 -0.200746540 0.250508300 -1.021361400
## 4 0610009D07Rik 0.067083360 0.126169200 -0.123456955 -0.744005200
## 5 0610009O20Rik 0.021918774 0.134603980 0.271852970 0.274609570
## 6 0610010F05Rik -0.105888370 -0.055680275 0.011550903 0.060846330
## 7 0610010K14Rik 0.017017365 0.508284570 0.235718730 -0.337080000
## 8 0610011F06Rik 0.089499000 0.305825700 0.053700447 -0.280189500
## 9 0610012G03Rik -0.167317870 -0.143017290 -0.374084470 0.039494038
## 10 0610012H03Rik 0.034482956 0.176100730 0.072544575 0.005020618
## 11 0610030E20Rik -0.135389800 -0.478253840 -0.146669860 0.053563118
## 12 0610031J06Rik 0.148112300 0.308350560 0.278199200 -0.237701420
## 13 0610037L13Rik 0.184633260 0.235663410 0.735561400 0.138975140
## 14 0610040B10Rik 0.521688940 0.405527600 0.471277700 0.191289420
## 15 0610040J01Rik 0.000000000 0.034128666 0.089999200 -0.212408070
## 16 1100001G20Rik -0.006621838 -0.107301235 0.053710460 0.000000000
## 17 1110001A16Rik 0.446373460 0.793332600 0.934689040 -0.119122505
## 18 1110001J03Rik -0.122501370 0.000000000 0.147428990 -0.092612270
## 19 1110002L01Rik 0.561212060 0.791598800 -0.132620330 -0.322017670
## 20 1110004E09Rik -0.025690556 0.455727580 0.495500560 -0.097280025
## 21 1110004F10Rik 0.021909714 0.000000000 0.287421230 -0.272432330
## 22 1110006O24Rik 0.087490080 0.071885586 -0.164383410 0.000000000
## 23 1110007C09Rik 0.283854480 0.111957550 0.041959763 -0.035444260
## 24 1110008F13Rik 0.117875100 -0.201073650 -0.466361050 -1.154291200
## 25 1110008J03Rik -0.006820679 -0.151138300 0.108343124 0.036622047
## 26 1110008L16Rik -0.712367060 0.113869190 1.099696600 0.292397980
## 27 1110008P14Rik 0.092078686 -0.120291710 0.124584200 -0.079120160
## 28 1110012L19Rik 0.924580350 0.503031490 1.145199050 -0.513648985
## 29 1110017D15Rik -0.195298200 0.000000000 -0.192935940 -0.040094376
## 30 1110032A03Rik 0.751852040 0.655700700 0.330963130 -0.608601570
## 31 1110032F04Rik -0.014842035 -0.010968685 0.071282863 -0.133693695
## 32 1110034G24Rik 0.993034840 0.964386460 0.951295400 0.459557060
## 33 1110037F02Rik 0.056138037 0.085503586 0.437434523 0.293288867
## 34 1110038F14Rik -0.450596330 0.006381989 -0.691206000 0.240078930
## 35 1110051M20Rik 0.095395090 -0.135659220 -0.110706330 -0.387126920
## 36 1110057K04Rik 0.049049377 -0.331742300 0.081490990 -0.683506000
## 37 1110058L19Rik 0.122638940 0.383940705 0.696602320 -0.201188325
## 38 1110059E24Rik -0.143974300 0.026944160 0.340705870 -0.170465470
## 39 1110059G10Rik 0.201825140 -0.190685270 0.838624950 0.000000000
## 40 1110059M19Rik -0.091547490 0.011567116 -0.049226284 0.049384594
## 41 1110065P20Rik 0.003420353 0.018584251 -0.040905000 0.058675766
## 42 1190002N15Rik -0.445428370 -0.604033950 -0.287226680 0.577609060
## 43 1190005I06Rik 0.000000000 0.016355038 0.000000000 -0.018420696
## 44 1190007I07Rik -0.068022250 -0.105204580 -0.151452060 0.163117410
## 45 1200014J11Rik -0.070289610 -0.100507736 0.466013900 -0.001914024
## 46 1300002K09Rik -0.173666480 -0.022186280 0.000000000 0.000066800
## 47 1300017J02Rik -0.145506860 0.017158985 -0.207314970 -0.124299050
## 48 1500002F19Rik -0.104049206 -0.278739930 -1.172356100 -1.117887000
## 49 1500009C09Rik 0.125998500 0.102641580 -0.001962662 -0.067315580
## 50 1500011B03Rik 0.000000000 -0.174635890 0.290543560 -0.233426570
## 51 1500011K16Rik -0.445693970 0.509779930 0.497816100 -0.703756330
## 52 1500012F01Rik -0.251766200 -0.560409550 -0.842336650 -0.043907166
## 53 1500015O10Rik -0.159251690 0.079365730 0.275936130 0.042119980
## 54 1600002H07Rik 0.038933277 -0.094993114 0.146145820 -0.120644570
## 55 1600002K03Rik -0.206387520 -0.091880800 -0.146019460 0.071624756
## 56 1600012H06Rik 0.000000000 0.089706420 0.179288860 -0.003049851
## 57 1600014C10Rik -0.215618130 0.000000000 0.199883940 0.090336800
## 58 1600014K23Rik -0.111561775 0.112286570 -0.037129880 0.000000000
## 59 1600015I10Rik 0.190909390 -0.042310238 -0.080662250 0.000489000
## 60 1600017P15Rik -0.058201790 -0.056797504 -0.005234718 -0.071463585
## 61 1600029D21Rik -0.035245420 -0.160283570 -0.098185540 -0.022998810
## 62 1600029I14Rik 0.021473408 -0.107681750 0.024267197 0.004160404
## 63 1600029O15Rik -0.008043766 -0.031773090 -0.336074350 -0.133758070
## 64 1700001C02Rik -0.070769310 0.135436060 0.126147270 -0.050273895
## 65 1700001C19Rik 0.114964486 0.313562880 0.070638178 0.053470134
## 66 1700001G17Rik 0.105551240 0.050423145 0.414375780 0.253577230
## 67 1700001J03Rik 0.014658451 0.013553619 0.048101902 0.090931416
## 68 1700001J11Rik -0.149873260 0.166211600 -0.009781361 -0.090561390
## 69 1700001K19Rik -0.127673630 -0.077965740 0.000000000 0.338340280
## 70 1700001L05Rik -0.189256670 -0.333961500 -0.112204075 -0.085585120
## 71 1700001L19Rik 0.098959446 0.008140087 -0.015996456 -0.016870499
## 72 1700001O22Rik 0.145047660 -0.111752030 0.836732860 -0.018258095
## 73 1700001P01Rik -0.336738100 -0.255229000 0.288915160 -0.176509860
## 74 1700003E16Rik -0.048564434 0.116449830 0.367126940 -0.024671555
## 75 1700003E24Rik 0.000000000 0.029492378 -0.130871532 -0.046230317
## 76 1700003F12Rik -0.037593365 -0.046936512 0.153212550 0.248368740
## 77 1700003H04Rik 0.009254932 0.055111410 -0.035352707 -0.014449120
## 78 1700003M02Rik -0.023036003 0.063896656 -0.022087574 0.033626080
## 79 1700003O11Rik -0.149570940 0.015823364 -0.088792800 0.081779960
## 80 1700006A11Rik 0.087985516 0.000000000 -0.055223940 -0.100205900
## 81 1700006E09Rik 0.000000000 -0.033807755 0.151624200 -0.096747875
## 82 1700007B14Rik -0.043994427 -0.024906158 0.014934063 0.281105520
## 83 1700007G11Rik -0.130292420 -0.050508022 0.101530550 0.204132080
## 84 1700007K09Rik -0.238406180 0.039500237 -0.021145820 -0.008360386
## 85 1700007K13Rik -0.134807110 -0.064011100 0.000000000 0.022831917
## 86 1700008A04Rik -0.071861270 0.058793545 -0.029700280 -0.081809520
## 87 1700008F21Rik 0.104508400 0.019853592 0.088422300 0.036264896
## 88 1700008I05Rik -0.049357890 -0.062359333 0.013828278 0.001449585
## 89 1700008J07Rik -0.011330605 0.168132300 0.307642460 -0.022977829
## 90 1700008O03Rik 0.096676830 0.132058620 -0.071629524 -0.262227060
## 91 1700008P02Rik 0.032011032 0.071275710 0.092432020 -0.028336525
## 92 1700009J07Rik 0.071457386 -0.095787525 -0.047974586 -0.100521090
## 93 1700009N14Rik -0.119846820 0.032348633 -0.093623160 0.048902510
## 94 1700009P17Rik -0.103669170 -0.108954910 0.051001072 -0.016495705
## 95 1700010I14Rik 0.000000000 -0.257187370 -0.082531930 -0.062419415
## 96 1700011A15Rik 0.105683330 0.064107420 0.111911300 0.082499504
## 97 1700011E24Rik -0.056731224 -0.029707909 0.079798220 0.055110455
## 98 1700011H14Rik 0.000000000 -0.159026150 0.091562750 0.001141548
## 99 1700011I03Rik 0.012178421 0.101752760 0.006744385 0.099054810
## 100 1700011L22Rik -0.061778545 0.007957459 0.000000000 0.216253760
## 101 1700012A03Rik 0.161382200 0.167398450 -0.233665940 -0.106126785
## 102 1700012B07Rik -0.057643414 -0.005564690 0.154047490 0.086338040
## 103 1700012B09Rik 0.004110813 -0.038983822 0.054497242 0.006484032
## 104 1700012B15Rik -0.008268833 0.243364330 -0.366273400 -0.216052530
## 105 1700012L04Rik 0.054064274 0.000000000 0.004910469 0.016116620
## 106 1700012P22Rik 0.012667179 0.041931152 -0.024754047 0.125257020
## 107 1700013D24Rik 0.003543377 -0.066108230 0.003543377 -0.187694550
## 108 1700013F07Rik 0.008686543 -0.058931350 -0.010235786 0.254519940
## 109 1700013G24Rik 0.071109295 -0.026942730 0.181667330 0.115275860
## 110 1700015E13Rik -0.171827800 -0.046294212 0.192986010 -0.217399120
## 111 1700016C15Rik -0.083126070 -0.164715770 -0.147489070 0.000000000
## 112 1700016D06Rik -0.072000500 0.028714180 -0.030122757 0.088421820
## 113 1700016H13Rik -0.040621280 0.000000000 0.081183910 0.023746967
## 114 1700016K19Rik -0.001085758 -0.046042442 0.192039970 0.036317825
## 115 1700017B05Rik -0.114327430 -0.231056210 0.051724434 0.000000000
## 116 1700017D01Rik 0.055444717 0.058598520 -0.007930279 -0.050889970
## 117 1700017N19Rik -0.015367031 -0.025628090 0.007658482 -0.071199420
## 118 1700018A04Rik 1.129120300 1.639661800 0.559495000 0.000000000
## 119 1700018A14Rik -0.025476933 -0.131744860 0.050949574 -0.019486427
## 120 1700018B08Rik -0.098516464 -0.012972832 0.000000000 0.146507260
## 121 1700018B24Rik -0.082910060 0.104556080 0.001297951 -0.009821415
## 122 1700018C11Rik 0.035699844 -0.022244930 0.049312115 0.000000000
## 123 1700018F24Rik -0.028091430 0.001529217 -0.157968520 0.138710980
## 124 1700019A02Rik 0.028344631 -0.052751540 -0.003244877 0.058024406
## 125 1700019B03Rik -0.092291355 0.006408215 -0.120438576 -0.018733978
## 126 1700019D03Rik 0.030315400 0.033775330 0.127828600 -0.028421879
## 127 1700019G17Rik 0.475992200 0.581736100 0.781287200 0.158079620
## 128 1700019M22Rik 0.155026440 0.001454353 0.028196335 -0.076697830
## 129 1700019N19Rik 0.149945740 0.178660400 -0.056272984 -0.108548640
## 130 1700019O17Rik 0.169645310 -0.052846910 0.051673412 0.094734190
## 131 1700020A23Rik -0.093286514 0.000000000 -0.117088795 0.107840060
## 132 1700020D05Rik -0.005561352 -0.017410278 0.220433240 -0.196670530
## 133 1700020L24Rik -0.000155000 0.314732550 -0.068905350 -0.300108430
## 134 1700020N01Rik -0.039798737 -0.080881120 0.265720840 -0.059308530
## 135 1700021F05Rik -0.379727360 0.198880200 0.073132515 0.024529457
## 136 1700021F07Rik -0.097615240 -0.069334984 0.000000000 0.021621227
## 137 1700021K19Rik -0.278433800 0.016823292 0.087115290 0.295260900
## 138 1700022A21Rik -0.073415280 0.000000000 0.002455711 0.098685740
## 139 1700022I11Rik 0.006767750 -0.234194280 0.000000000 -0.247027870
## 140 1700022P22Rik 0.000000000 0.010089874 -0.136968610 0.200428490
## 141 1700023E05Rik -0.056877136 0.011528969 0.011528969 0.046679020
## 142 1700023F06Rik -0.041665077 -0.053824425 0.003343105 -0.184921260
## 143 1700024G13Rik -0.250535500 -0.092257500 -0.003271103 -0.035009860
## 144 1700024J04Rik -0.018031120 -0.189993860 -0.041798590 0.027809620
## 145 1700024P04Rik -0.070022106 0.008720875 -0.002543926 -0.032065390
## 146 1700024P16Rik -0.000483000 -0.010056973 -0.027037144 0.030415535
## 147 1700025F22Rik -0.031166553 -0.014975548 0.020474910 0.002863407
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## 829 AB010352 0.153995990 0.037638664 -0.096985340 0.077416420
## 830 AB041803 0.723804500 -0.021489143 -0.518616700 0.476808550
## 831 AB124611 -0.239384170 -0.301542760 0.010530949 -0.113016605
## 832 Abat -0.171748640 -0.334216600 -0.386888030 -0.284007550
## 833 Abca1 0.236385350 0.290847780 0.000000000 -0.040815353
## 834 Abca12 0.026729584 -0.009791851 -0.080289364 0.007414341
## 835 Abca13 -0.076871395 0.028463840 -0.026634693 -0.080451965
## 836 Abca14 -0.150052550 -0.133920200 -0.062918660 -0.049895287
## 837 Abca15 0.012767315 -0.036662580 0.011449814 0.010277748
## 838 Abca16 -0.003451824 -0.011462212 -0.012138367 0.024315357
## 839 Abca17 0.170883180 -0.145975110 0.161727430 0.066619870
## 840 Abca2 0.309567450 -0.003591538 -0.033051014 0.015231609
## 841 Abca3 0.134531500 0.298804760 0.111360070 0.036669254
## 842 Abca4 0.343251700 0.158858780 0.137974740 0.055650710
## 843 Abca5 1.135160000 1.165444900 1.190496000 0.421369080
## 844 Abca6 0.049028397 -0.084772110 0.089379790 0.323795800
## 845 Abca7 -0.145449160 -0.039980890 0.028239250 0.144853590
## 846 Abca8a -0.123816970 -0.177108760 -0.163168430 0.928604600
## 847 Abca8b -0.093615530 -0.116343975 -0.064187530 0.455060960
## 848 Abca9 -0.351727000 -0.176417350 0.000000000 -0.157033440
## 849 Abcb10 -0.189086910 0.042059900 0.000000000 0.097107410
## 850 Abcb11 -0.013537407 -0.098505974 0.034636020 -0.073554516
## 851 Abcb1a 2.070028300 1.981127700 2.057934800 0.594772340
## 852 Abcb1b 0.109910010 0.063961030 0.171632770 2.120947000
## 853 Abcb4 -0.524045940 -0.225715160 -0.325099470 0.199197770
## 854 Abcb5 0.108961823 0.001071453 0.127415420 -0.014239073
## 855 Abcb6 0.000000000 0.155375480 0.315218930 -0.108283040
## 856 Abcb7 0.024795532 0.004874229 0.061576843 -0.158605100
## 857 Abcb8 -0.112783430 0.000000000 0.071056366 -0.133610250
## 858 Abcb9 -0.018008709 -0.018569470 0.080939770 -0.016381740
## 859 Abcc1 -0.708033100 -0.842203140 -0.090115070 0.083435060
## 860 Abcc10 0.006060123 -0.009602547 0.076935290 -0.007247448
## 861 Abcc12 0.061450960 -0.204586980 -0.038070202 0.159423830
## 862 Abcc2 -0.205264090 0.023073196 0.014117718 0.000000000
## 863 Abcc3 -0.185707090 -0.015527248 -0.318056100 -0.422355650
## 864 Abcc4 2.353335400 2.042797000 1.951158500 0.365002630
## 865 Abcc5 -0.269425400 -0.286032200 -0.238901620 0.605317100
## 866 Abcc6 0.693201070 0.328677650 0.372599120 0.000000000
## 867 Abcc8 0.070860860 -0.008849144 -0.118183136 0.032423973
## 868 Abcc9 -0.315012926 -0.085638524 -0.123276235 0.404989473
## 869 Abcd1 -0.142396930 0.237851620 -0.564229000 0.000000000
## 870 Abcd2 -0.382648940 -0.053903103 0.008893490 0.008782864
## 871 Abcd4 -0.114824295 0.238104340 0.238827700 -0.005645752
## 872 Abce1 0.016105652 -0.328691480 0.006582260 0.175460820
## 873 Abcf1 -0.007616997 0.466629030 0.368314740 0.000000000
## 874 Abcf2 0.043399810 -0.234720230 0.155292510 0.000000000
## 875 Abcf3 0.044145584 0.148856160 0.327128400 0.256217960
## 876 Abcg1 -0.233606340 -0.176176550 -0.526312350 -0.161495210
## 877 Abcg2 1.572835900 1.364060400 1.323862100 0.123734474
## 878 Abcg3 0.372711180 0.578000070 0.173844810 -0.383453850
## 879 Abcg4 0.004407883 -0.096064570 0.056056023 -0.074687004
## 880 Abcg5 0.155238150 0.179167750 0.140352730 0.004078388
## 881 Abcg8 -0.061141968 -0.028121948 -0.162202840 -0.003817558
## 882 Abhd1 0.101382730 -0.106256960 0.475718980 0.030817986
## 883 Abhd10 0.296080600 -0.132574560 0.441845420 -0.112382410
## 884 Abhd11 -0.035229206 -0.093088630 0.000000000 0.000198000
## 885 Abhd12 0.000000000 0.141018870 0.242158410 -0.217102530
## 886 Abhd13 0.000000000 -0.152148250 0.414085400 0.143623350
## 887 Abhd14a 0.059190273 0.059967518 -0.057420254 -0.007920265
## 888 Abhd14b 0.449321750 0.347243300 0.277789120 0.383905400
## 889 Abhd15 -0.075384140 0.020992756 -0.093220473 -0.103724480
## 890 Abhd16a -0.025471210 0.000000000 0.015390396 0.012516022
## 891 Abhd16b -0.157594680 0.055792330 0.138955600 0.039219380
## 892 Abhd17a -0.103616714 0.079283240 0.023432255 -0.029964447
## 893 Abhd17b -0.446696760 -0.826646800 -0.389543530 -0.237826350
## 894 Abhd17c 0.001020432 0.000000000 0.155154700 -0.372736450
## 895 Abhd2 2.479816400 2.729277600 2.703351000 -0.198164940
## 896 Abhd3 -0.019832611 -0.345036500 -0.455591200 -0.341600420
## 897 Abhd4 -0.004600525 0.418646800 0.094833850 -0.128588200
## 898 Abhd5 0.210944180 0.471315380 0.033761980 -0.219616890
## 899 Abhd6 0.746475200 0.803104400 0.194036480 -0.174358840
## 900 Abhd8 0.330413820 -0.073109630 0.105687620 -0.170992370
## 901 Abi1 0.224268910 0.178477290 0.548515300 0.029947280
## 902 Abi2 -0.021232605 -0.059222220 0.263020520 0.243862150
## 903 Abi3 -1.319414100 -1.450409900 -1.153149600 0.396657000
## 904 Abi3bp 0.004422665 -0.027534962 -0.336294650 -0.221955300
## 905 Abl1 -0.551010600 -0.080691340 -0.293019300 0.200181960
## 906 Abl2 0.195562840 0.454398160 0.518563300 -0.080436710
## 907 Ablim1 1.705764800 1.858283000 1.752397500 1.241339700
## 908 Ablim2 -0.039959430 -0.087025166 -0.026165485 -0.032146930
## 909 Ablim3 0.000000000 -0.224135880 -0.273690700 3.363185000
## 910 Abo -0.172060970 -0.000731000 0.000649000 0.096219060
## 911 Abr 0.151986120 0.368016240 -0.051638603 -0.123808860
## 912 Abra 0.094044685 -0.212036130 -0.265043260 -0.108321190
## 913 Abracl 0.005333900 -0.812036750 -0.836431500 -0.207744835
## 914 Abt1 0.279091840 -0.199184900 0.331249240 0.053832530
## 915 Abtb1 -0.103949070 0.085987090 0.001948834 0.000000000
## 916 Abtb2 -0.160210130 0.003742218 -0.039885998 -0.012215614
## 917 Acaa1a 0.019006252 -0.112825390 0.019754410 0.210436340
## 918 Acaa1b -0.077527520 -0.051106930 0.003081799 -0.166977400
## 919 Acaa2 -0.070566180 0.631734850 0.228015900 -0.049647330
## 920 Acaca 0.302985670 0.348807330 -0.054667235 -0.212003710
## 921 Acacb 0.858700750 0.797260300 1.123361600 0.408885000
## 922 Acad10 0.047883034 0.411569600 -0.231432910 0.000000000
## 923 Acad11 0.004177570 0.321150780 -0.040363790 -0.187515740
## 924 Acad12 -0.153208260 0.229339600 0.068949700 0.277356150
## 925 Acad8 0.140858650 0.354924200 0.227900500 -0.606690400
## 926 Acad9 -0.089126110 0.000000000 0.722150800 0.060186386
## 927 Acadl 0.277531620 0.361275670 0.305648800 0.001410484
## 928 Acadm 0.016019821 0.335200300 0.023541450 -0.049605370
## 929 Acads 0.093914030 0.221566680 -0.109116080 0.019974709
## 930 Acadsb 0.151463990 -0.158781050 0.102800370 -0.316334720
## 931 Acadvl -0.009434700 0.291253100 0.002394676 0.152494430
## 932 Acan 0.000000000 0.041784286 0.032422066 0.004516602
## 933 Acap1 -0.401456360 -0.393736360 -0.380629540 0.010750294
## 934 Acap2 -0.104091644 -0.475134850 -0.506015800 0.000000000
## 935 Acap3 -0.011370182 -0.062503340 -0.205292220 0.264364720
## 936 Acat1 -0.080606940 -0.154608730 -0.294996260 0.092513560
## 937 Acat2 0.000000000 -0.282466900 0.166855340 -0.217019560
## 938 Acat3 -0.173112390 -0.234411240 0.238075260 0.077019215
## 939 Acbd3 -0.004270554 0.175532340 -0.248655320 0.092204094
## 940 Acbd4 0.152327060 0.119409084 0.246057510 0.211313720
## 941 Acbd5 0.394144060 0.704142600 0.256410600 -0.096026420
## 942 Acbd6 0.116845130 0.312729840 -0.534417150 -0.019328117
## 943 Acbd7 0.014000416 0.015161514 0.060444355 -0.019138813
## 944 Accs -0.194482800 -0.285118580 -0.152286530 -0.112251760
## 945 Accsl -0.060846806 -0.020835876 0.119125840 0.097935680
## 946 Acd 0.083018300 0.005833149 -0.103696350 0.083660600
## 947 Ace -0.712907300 -0.671795850 -0.138380050 0.061234474
## 948 Ace2 0.000000000 -0.103473190 0.092442036 0.047393322
## 949 Acer1 0.034816742 0.041367530 0.144606590 -0.011713982
## 950 Acer2 1.136308200 0.377115018 1.146303880 -0.067418575
## 951 Acer3 -0.052458286 -0.724973700 -0.223985670 -0.578326700
## 952 Ache -0.226493360 0.262956620 0.039203644 -0.130856040
## 953 Acin1 -0.097475050 -0.104428290 -0.122235300 0.322832100
## 954 Ackr2 -0.185360430 0.110427860 -0.241318230 -0.260513300
## 955 Ackr3 0.510579100 0.129060750 0.490774150 -0.022322655
## 956 Ackr4 -0.010835648 0.136858460 -0.170517920 -0.433675770
## 957 Acly -0.055060387 -0.085327150 -0.261353500 0.095134735
## 958 Acmsd -0.033288480 0.000713000 -0.006746292 -0.030567170
## 959 Acn9 0.087863920 0.258282660 0.204468250 0.087224960
## 960 Acnat1 0.418573860 0.629078870 0.016624450 -0.286358360
## 961 Acnat2 0.070561410 -0.091135500 -0.018488884 0.095858574
## 962 Aco1 0.084917070 -0.000849000 0.700094200 -0.310971260
## 963 Aco2 0.163461690 -0.122899055 0.312184330 -0.002375603
## 964 Acot1 0.155996320 0.234968190 0.221157070 -0.217243670
## 965 Acot10 0.031444550 -0.148177620 -0.093954090 -0.181162360
## 966 Acot11 -0.150303843 0.005752802 0.040108681 -0.003897667
## 967 Acot12 0.069705960 0.005656719 -0.021155834 -0.146928790
## 968 Acot13 0.767803670 0.255344870 0.175068380 -0.133276460
## 969 Acot2 -0.027220250 0.250525000 0.280814170 0.058736324
## 970 Acot3 -0.052451134 0.060426235 0.095547676 0.000000000
## 971 Acot4 -0.076152325 0.000000000 -0.047989845 -0.066893580
## 972 Acot5 0.000000000 -0.044068336 0.013390064 -0.075151920
## 973 Acot6 0.326558600 0.178537850 0.053265095 -0.050839424
## 974 Acot7 -0.314492700 -0.300225730 -0.407481670 0.118316170
## 975 Acot8 -0.092527390 -0.001791000 0.304969300 0.058963776
## 976 Acot9 -0.043967247 -0.081318855 0.025770187 0.043062210
## 977 Acox1 0.518642900 0.667326450 1.144293300 0.227840900
## 978 Acox2 0.082595825 -0.041274070 0.009001255 -0.080914020
## 979 Acox3 -0.161429420 -0.058755634 0.057971958 -0.336296560
## 980 Acoxl -0.007126808 -0.008391857 0.023638725 -0.217491150
## 981 Acp1 0.029851151 -0.059839439 0.023036098 -0.082386016
## 982 Acp2 -0.072566510 0.144143580 0.000000000 0.034928320
## 983 Acp5 0.000000000 0.352477070 0.319541450 -0.235287670
## 984 Acp6 -0.367202280 -0.472219470 -0.287570000 0.236734870
## 985 Acpl2 0.119883060 -0.062107086 -0.153451920 0.324294100
## 986 Acpp -0.010389805 0.041762352 -0.046990395 -0.122555730
## 987 Acr -0.248467920 -0.038348675 -0.259071830 0.669860840
## 988 Acrbp -0.000844000 0.174257760 0.007629871 -0.281515600
## 989 Acrv1 0.000000000 -0.047855377 0.160856720 0.194398880
## 990 Acsbg1 -0.054022790 0.063821790 -0.089408400 -0.052710533
## 991 Acsbg2 -0.023946285 0.092051030 -0.060571670 -0.085958480
## 992 Acsf2 -0.484885685 -0.617938270 -0.044508694 0.046319483
## 993 Acsf3 0.076853750 0.166497700 0.145814420 0.002531052
## 994 Acsl1 -0.225827220 0.117991450 -0.319596300 0.151854520
## 995 Acsl3 1.917134300 2.141471900 2.265851000 -0.189952370
## 996 Acsl4 -0.108113290 -0.846130400 -0.613651750 0.300673480
## 997 Acsl5 -0.339138030 -0.356560700 -0.247143750 0.143260960
## 998 Acsl6 0.437796120 0.273235800 0.394101140 -0.126874450
## 999 Acsm1 0.100817200 -0.084179880 -0.079488280 0.011239052
## 1000 Acsm2 0.062998295 -0.001194477 -0.054206370 -0.073036194
## 1001 Acsm3 -0.076724530 0.000000000 0.036594390 0.198585990
## 1002 Acsm4 0.042496204 0.017931938 0.061611652 0.006164074
## 1003 Acsm5 0.063989160 0.064971450 -0.009503841 0.073474410
## 1004 Acss1 -0.650256160 -0.785493850 -0.883817700 0.286641120
## 1005 Acss2 -0.372873300 0.000000000 -0.364882470 -0.100888250
## 1006 Acss3 0.075697900 -0.208553310 -0.041860580 -0.068343160
## 1007 Acta1 -0.006933689 -0.033880234 0.122079850 0.000000000
## 1008 Acta2 -1.252610200 -1.222355800 -1.489606400 -0.530490400
## 1009 Actb 0.000000000 0.000000000 0.033541680 -0.133782390
## 1010 Actbl2 -0.164998050 -0.089799404 -0.132394310 -0.064467910
## 1011 Actc1 0.075287820 -0.063567160 0.040465355 2.432984400
## 1012 Actg1 0.083041430 -0.053365471 -0.028934001 -0.006779194
## 1013 Actg2 0.000000000 -0.174064640 0.054461480 -0.031917572
## 1014 Actl10 -0.089205265 0.002101898 -0.078032970 0.091820240
## 1015 Actl11 0.059109688 -0.121521950 0.181572440 -0.043886660
## 1016 Actl6a -0.063160900 -0.543520900 -0.111139774 -0.353058820
## 1017 Actl6b 0.005116940 0.162082670 0.205985550 0.148955350
## 1018 Actl7a 0.104946140 0.000000000 -0.285878180 0.255294800
## 1019 Actl7b -0.030703306 0.044992924 -0.030570746 0.026542425
## 1020 Actl9 -0.094175816 0.004092217 0.000000000 -0.089671135
## 1021 Actn1 0.026984695 0.134725330 0.329481125 -0.016075613
## 1022 Actn2 -0.007339478 0.017929077 0.000000000 0.005427837
## 1023 Actn3 0.159343720 0.021611690 0.065242290 -0.022090435
## 1024 Actn4 -0.006242752 0.284511570 0.396093370 0.348743440
## 1025 Actr10 -0.144471170 0.000000000 0.067273140 -0.355270400
## 1026 Actr1a 0.019382477 0.238251690 0.488761900 -0.067375180
## 1027 Actr1b 0.259144780 0.523665900 0.568191050 0.273316860
## 1028 Actr2 -0.182116510 -0.135676380 -0.137128830 -0.135820390
## 1029 Actr3 -0.056732178 -0.103701590 0.009556770 -0.296181680
## 1030 Actr3b -0.104311940 0.000737000 0.032800198 0.090136530
## 1031 Actr5 0.249779700 0.250947480 0.362052440 0.134602070
## 1032 Actr6 0.000000000 0.515498640 -0.394284730 0.036732674
## 1033 Actr8 0.218862530 0.365357400 0.382899280 0.000000000
## 1034 Actrt1 0.059537888 0.069438460 -0.004456997 -0.014411926
## 1035 Actrt2 -0.046113014 0.089883330 0.050275326 -0.241747860
## 1036 Actrt3 -0.112900734 0.080865860 0.267693520 -0.207235810
## 1037 Acvr1 0.707500460 0.305617330 0.422710420 0.599456800
## 1038 Acvr1b -0.673427100 -0.577751160 -0.519558400 0.050582886
## 1039 Acvr1c -0.000258000 0.061562060 0.053723335 -0.018225193
## 1040 Acvr2a 0.000000000 0.171471600 -0.016977310 1.003204300
## 1041 Acvr2b 0.174880980 0.001173496 0.037939550 0.181551930
## 1042 Acvrl1 1.088461900 0.970410350 0.996988300 0.459177970
## 1043 Acy1 0.063961030 0.085291860 0.143821720 -0.303785320
## 1044 Acy3 -0.097839355 0.047922134 0.322808740 0.077028750
## 1045 Acyp1 0.045492172 0.382473000 0.453874600 -0.244568820
## 1046 Acyp2 0.138541220 -0.191294670 0.053337097 0.793583870
## 1047 Ada -0.187242510 -1.098491700 -0.203403950 -0.469840050
## 1048 Adad1 0.029123783 -0.006778240 0.061697006 -0.031219482
## 1049 Adad2 0.033093930 0.163211820 0.173045640 -0.103455540
## 1050 Adal 0.001742840 0.518082600 0.093981266 -0.332151900
## 1051 Adam10 0.596066500 0.569089900 0.260742200 0.156542780
## 1052 Adam11 -0.019183159 0.077825546 0.127486230 -0.033029556
## 1053 Adam12 -0.139323710 -0.058637142 -0.003850937 0.006514549
## 1054 Adam15 0.237822055 0.460119250 0.144914148 0.429029450
## 1055 Adam17 0.000000000 0.063051224 0.023504257 0.225766180
## 1056 Adam18 0.004023552 -0.040129185 0.039597988 0.000194000
## 1057 Adam19 -0.998010160 -0.634176730 -1.040354700 0.490799430
## 1058 Adam1a -0.277158260 -0.179573540 -0.068970200 0.533551200
## 1059 Adam1b 0.059101105 0.019714355 0.000000000 -0.090338710
## 1060 Adam2 0.023524761 0.073707104 -0.009534359 -0.027972221
## 1061 Adam20 -0.008965492 0.000000000 -0.002552986 0.061060430
## 1062 Adam21 -0.261475560 -0.048060417 -0.081854820 -0.092419624
## 1063 Adam22 -0.248731140 -0.146540160 -0.123506070 0.652478200
## 1064 Adam23 -0.140561100 -0.242517470 -0.119562626 1.392754600
## 1065 Adam24 0.024042606 0.022867203 -0.041472435 0.188817500
## 1066 Adam25 0.035793304 -0.074972630 -0.028541565 -0.039916040
## 1067 Adam26a 0.040868760 0.042443275 0.067410946 0.060654163
## 1068 Adam26b 0.005997181 0.001513958 0.054887295 0.058230877
## 1069 Adam28 -0.079643250 -0.075494766 0.075169090 -0.071549890
## 1070 Adam29 -0.064609050 0.039902687 0.049894810 0.024230003
## 1071 Adam3 -0.094028950 -0.143428800 0.176604270 0.182132720
## 1072 Adam30 0.064804080 0.000000000 -0.089830400 -0.145859240
## 1073 Adam32 0.048757076 0.023542404 0.045513153 -0.025336266
## 1074 Adam33 -0.088252544 0.012627125 0.024231910 0.043245316
## 1075 Adam34 0.073731185 0.020590067 -0.040551663 -0.060418846
## 1076 Adam39 0.039704800 -0.029154300 -0.024093151 -0.030696869
## 1077 Adam4 -0.221614840 -0.128273010 0.150242330 0.811128600
## 1078 Adam5 -0.039590360 -0.038576126 -0.089875220 0.012030125
## 1079 Adam6a 0.017620564 -0.093598840 0.030178070 -0.086087700
## 1080 Adam6b 0.015247822 0.006768704 -0.043233395 -0.021925926
## 1081 Adam7 -0.019273281 0.010752678 0.081907270 0.054866790
## 1082 Adam8 -0.120046616 0.040255547 -0.114042760 -0.054166317
## 1083 Adam9 -0.004154205 -0.222428320 -0.369051930 0.363123900
## 1084 Adamdec1 -0.005816937 0.031719208 -0.009612083 0.035407543
## 1085 Adamts1 1.917093300 0.347516060 0.974709500 1.054157300
## 1086 Adamts10 0.412312500 0.683654800 0.234663960 0.106786730
## 1087 Adamts12 0.105461600 -0.084527016 -0.074361324 0.119805810
## 1088 Adamts13 -0.002350807 0.000000000 0.108152870 0.133645060
## 1089 Adamts14 0.022809029 -0.006286621 -0.078137875 -0.077383520
## 1090 Adamts15 0.011394501 0.035965920 -0.029528141 -0.023804188
## 1091 Adamts16 -0.093350890 -0.098407745 -0.049481870 -0.142905240
## 1092 Adamts17 0.005990411 0.005565262 0.054780005 0.027808284
## 1093 Adamts18 -0.013258934 0.137607570 0.218769070 0.000000000
## 1094 Adamts19 -0.063631535 -0.006501198 0.028038502 0.135264870
## 1095 Adamts2 -0.118325710 -0.061367035 -0.027341366 0.127711300
## 1096 Adamts20 -0.035881042 0.039981365 0.019913197 0.013368130
## 1097 Adamts3 -0.054272265 -0.003724845 -0.017281740 0.000396341
## 1098 Adamts4 -0.142721650 -0.141199110 0.204968450 0.206253530
## 1099 Adamts5 -0.339943400 -0.343989370 -0.397859570 1.900127900
## 1100 Adamts6 -0.403067100 -0.111876490 -0.842287060 0.019069672
## 1101 Adamts7 -0.139723780 -0.213554860 0.012950897 -0.054705143
## 1102 Adamts8 -0.074985025 -0.028896571 0.065647127 -0.058082582
## 1103 Adamts9 -0.812295523 -1.235162982 -0.376464611 1.385219900
## 1104 Adamtsl1 0.006718636 0.001565934 0.161122323 0.013789415
## 1105 Adamtsl2 0.326827530 0.428790570 0.057441710 -0.144838330
## 1106 Adamtsl4 0.081850530 -0.034157753 -0.114519120 -0.061051370
## 1107 Adamtsl5 -0.030428886 0.012037277 -0.015019894 -0.041471960
## 1108 Adap1 -0.100330830 -0.050625324 -0.054073334 0.081412315
## 1109 Adap2 -0.173328880 -0.152523520 0.098084450 0.346923350
## 1110 Adar 0.012358666 0.416314130 0.242616650 -0.305464740
## 1111 Adarb1 -0.343263150 -0.539241300 -0.084353450 1.860782600
## 1112 Adarb2 0.065990450 -0.040877342 0.062712670 0.105793000
## 1113 Adat1 -0.104309560 -0.122212890 -0.166744710 0.249879840
## 1114 Adat2 -0.268616200 0.000000000 -0.234912400 -0.313033100
## 1115 Adc -0.074987410 0.000000000 0.281043530 -0.073273660
## 1116 Adck1 0.000000000 0.057662964 -0.175604340 -0.176096920
## 1117 Adck2 0.144296650 0.073505400 0.184478760 0.069647310
## 1118 Adck3 -0.085474014 -0.010770321 0.081701756 -0.256364820
## 1119 Adck4 -0.113161090 0.000000000 -0.065478800 0.052310944
## 1120 Adck5 0.083175896 0.045143604 0.167645453 -0.014132978
## 1121 Adcy1 0.030533790 -0.002196312 0.137225630 -0.026884079
## 1122 Adcy10 -0.034341335 -0.016426086 0.105266094 -0.120447160
## 1123 Adcy2 -0.079600334 -0.068602560 0.064666270 -0.063139915
## 1124 Adcy3 -0.164598460 0.057653427 -0.129858500 -0.018395900
## 1125 Adcy4 0.067430496 0.000000000 0.094325066 0.279259680
## 1126 Adcy5 -0.048673153 0.087132454 0.059745790 -0.062713146
## 1127 Adcy6 -0.023625374 0.222472190 -0.275036800 0.382676120
## 1128 Adcy7 0.111364365 -0.239095690 -0.129584790 -0.303735730
## 1129 Adcy8 -0.097524640 0.049450397 -0.000378000 0.097926620
## 1130 Adcy9 0.345455650 0.676433560 0.380996700 0.019438744
## 1131 Adcyap1 -0.037530900 -0.002845764 0.047357560 0.000000000
## 1132 Adcyap1r1 -0.072295190 -0.018839360 -0.043315887 0.070294380
## 1133 Add1 -0.099648476 0.458020200 0.225532530 0.160415650
## 1134 Add2 -0.181807040 -0.102435110 0.064180374 0.012652874
## 1135 Add3 0.749484060 0.759490970 0.742409700 0.098885536
## 1136 Adh1 -0.070281030 0.723366740 0.000000000 1.550129900
## 1137 Adh4 0.003654003 0.105584620 0.011736870 -0.132576940
## 1138 Adh5 0.187068940 0.034652710 0.191267970 -0.230420110
## 1139 Adh6a 0.041831493 0.095134735 0.027533531 0.060266495
## 1140 Adh6b 0.062078000 -0.088734630 0.023654938 0.074082850
## 1141 Adh6-ps1 -0.074954990 -0.064889910 0.062486650 0.089380264
## 1142 Adh7 0.012891293 -0.023727417 -0.045623302 0.000000000
## 1143 Adhfe1 -1.231973600 -0.903889200 -1.005168900 0.420635220
## 1144 Adi1 0.390819550 0.091338634 1.009265000 0.024789333
## 1145 Adig -0.140611170 -0.020876408 0.012552738 0.086264130
## 1146 Adipoq -0.005426884 -0.024351597 -0.052233696 0.017862320
## 1147 Adipor1 0.000000000 0.127288820 -0.001821518 0.088917730
## 1148 Adipor2 1.053899800 1.039245600 0.844821930 0.113460540
## 1149 Adk 0.949166300 1.398747900 1.296238400 -0.553850200
## 1150 Adm 0.531131740 0.089612484 0.688728330 0.134780880
## 1151 Adm2 0.144109250 -0.026279926 -0.243939400 0.148759840
## 1152 Adnp 0.137107850 -0.038137436 0.041121483 -0.106041910
## 1153 Adnp2 0.292649750 0.127426620 0.544852730 -0.282506940
## 1154 Ado -0.175190930 -0.276213170 0.303904530 -0.057569504
## 1155 Adora1 0.036067486 -0.108109950 0.108693600 -0.057903767
## 1156 Adora2a -0.312425600 -0.343711380 -0.114482400 1.071106900
## 1157 Adora2b 0.228006360 -0.026121140 -0.032723427 -0.057996273
## 1158 Adora3 -0.066128253 -0.129953863 -0.019768238 -0.087726870
## 1159 Adpgk -0.255945680 -0.424440380 -0.246576310 -0.371356960
## 1160 Adprh -0.588933000 -0.186493870 0.131183620 0.392902370
## 1161 Adprhl1 0.000000000 -0.042519570 0.090989590 0.179444790
## 1162 Adprhl2 0.004802227 0.177681920 0.152361870 0.063859940
## 1163 Adprm 0.188641550 0.152699470 0.864417100 0.021457672
## 1164 Adra1a -0.135746000 0.011342526 0.000000000 0.031609535
## 1165 Adra1b 0.066880700 0.049048900 0.123783590 0.059351920
## 1166 Adra1d -0.027784348 -0.216053010 0.150193690 0.064530370
## 1167 Adra2a 0.116091730 0.012744427 0.103990555 0.025171280
## 1168 Adra2b 0.000000000 -0.095265865 -0.133947370 -0.188142780
## 1169 Adra2c -0.066489220 0.000000000 0.015852928 -0.055666447
## 1170 Adrb1 0.003031731 0.066028595 0.165119650 -0.248538020
## 1171 Adrb2 0.000000000 -0.008134842 -0.234553340 -0.126546860
## 1172 Adrb3 0.121797085 0.116892340 0.000000000 -0.005097866
## 1173 Adrbk1 -0.020292282 -0.102304460 -0.007979393 0.330390930
## 1174 Adrbk2 -0.381136900 -0.341092600 -0.390919200 -0.421798700
## 1175 Adrm1 0.012724400 -0.267223125 0.337790485 0.250984670
## 1176 Adsl -0.226543430 0.164184570 0.007593155 -0.041001320
## 1177 Adss 0.243874550 0.023251534 0.244280820 -0.015896797
## 1178 Adssl1 -0.037931920 0.000000000 -0.013099670 -0.222766400
## 1179 Adtrp 1.066362900 0.840334900 0.474391940 -0.081238750
## 1180 Aebp1 -0.260026930 -0.384753230 -0.373232840 0.023709297
## 1181 Aebp2 0.118066790 0.042154312 0.007352352 -0.154984470
## 1182 Aen -0.121540070 -0.055603980 0.170397760 0.148853780
## 1183 Aes 0.000000000 0.444266800 -0.017978191 0.086019990
## 1184 AF067063 -0.019849300 -0.008743763 -0.049618720 0.018329144
## 1185 AF251705 -0.131628040 -0.219273090 -0.275360580 0.127973080
## 1186 AF357341 0.035554410 -0.046363354 -0.009675026 0.110487460
## 1187 AF357355 -0.032754420 0.077870370 0.002945900 0.000000000
## 1188 AF366264 0.230339530 0.060896397 0.005477428 0.114342210
## 1189 AF529169 0.007357121 -0.253416060 0.062397003 0.229414460
## 1190 Afap1 0.192479130 0.480233670 0.263952260 0.310484400
## 1191 Afap1l1 0.399712560 0.785022740 0.792734150 0.566244100
## 1192 Afap1l2 2.526517900 3.212196400 3.178902600 0.081567764
## 1193 Aff1 0.528526780 0.264332295 0.224042885 -0.375485420
## 1194 Aff2 -0.060078620 -0.008704662 -0.050114630 -0.013939858
## 1195 Aff3 -0.085273266 -0.117171764 -0.116999626 0.000000000
## 1196 Aff4 0.723805400 0.264634130 -0.034061432 0.000000000
## 1197 Afg3l1 -0.030459880 0.064314840 0.084700110 -0.049602985
## 1198 Afg3l2 -0.017685890 0.054848670 0.493881230 -0.257946000
## 1199 Afm 0.000000000 -0.006029606 -0.024935722 -0.045849800
## 1200 Afmid 0.098193170 0.038052560 -0.121911050 -0.050481320
## 1201 Afp -0.149861810 -0.026732922 0.010470390 -0.117753506
## 1202 Aftph 0.357814800 0.188655850 0.487931250 -0.436956400
## 1203 Aga -0.185912130 0.322718620 -0.426489830 -0.127920150
## 1204 Agap1 -0.213385580 0.106641770 -0.183664320 0.191733360
## 1205 Agap2 -0.271129600 -0.091807365 -0.068489550 0.000000000
## 1206 Agap3 -0.087288380 -0.138494490 0.017349243 0.167572980
## 1207 Agbl1 -0.018569470 0.000000000 -0.016277790 -0.028419018
## 1208 Agbl2 0.008623600 0.014654636 0.000000000 -0.005524159
## 1209 Agbl3 0.000000000 0.000000000 0.022260666 0.000000000
## 1210 Agbl4 0.083230495 -0.051596640 0.051173687 -0.008310795
## 1211 Agbl5 -0.019410610 0.228579520 0.120597840 -0.044942380
## 1212 Ager 0.006134033 -0.061991690 -0.266769400 0.000000000
## 1213 Agfg1 1.053821600 1.232030900 0.993004800 -0.219314580
## 1214 Agfg2 -0.135429860 -0.189572330 0.122247220 -0.076570510
## 1215 Aggf1 -0.114373210 -0.088800430 0.103950500 0.375394820
## 1216 Agk 0.023769380 -0.097566366 0.299844505 0.079912900
## 1217 Agl -0.108928680 0.451254840 0.791833400 0.117937090
## 1218 Agmat 0.133440500 0.143931390 0.000000000 0.095847610
## 1219 Agmo 0.756476900 -0.222359180 0.251682760 1.036551000
## 1220 Agpat1 0.133302690 0.494957450 0.579113500 -0.190904620
## 1221 Agpat2 -0.587135300 0.389265060 -0.151884080 0.111011980
## 1222 Agpat3 0.000000000 -0.006772995 0.264221200 -0.133806230
## 1223 Agpat4 0.388737200 0.063820360 0.441978930 -0.060902120
## 1224 Agpat5 -0.054441452 0.150443080 -0.279509070 -0.498403070
## 1225 Agpat6 -0.134892460 -0.209767340 0.027665138 -0.078406334
## 1226 Agpat9 -0.223560330 -0.256397250 -0.151440620 -0.139225480
## 1227 Agps -0.179396630 -0.502476700 -0.704574600 0.051474570
## 1228 Agr2 -0.009543419 0.093218330 -0.071386340 0.097476006
## 1229 Agr3 -0.028217316 -0.068469524 0.026794434 -0.034865856
## 1230 Agrn 1.176320100 1.346209500 1.354506500 0.246796610
## 1231 Agrp -0.070803165 0.020353794 0.347068800 0.216919900
## 1232 Agt 0.014893055 -0.062460900 0.048738480 0.066158770
## 1233 Agtpbp1 0.162301060 0.234773640 0.102500916 0.006308556
## 1234 Agtr1a -0.138247970 -0.137101170 -0.162342550 -0.030807495
## 1235 Agtr1b 0.005942345 0.017862320 0.039911747 -0.046892643
## 1236 Agtr2 0.029844760 0.016643047 0.107400420 0.092945576
## 1237 Agtrap -0.081881050 -0.067169190 0.323788640 0.000000000
## 1238 Agxt 0.016389370 0.029731274 0.102841854 0.101524830
## 1239 Agxt2 -0.170189380 -0.170540330 0.027758598 0.072762490
## 1240 Ahctf1 -0.055022717 -0.116033555 -0.013189078 0.056776048
## 1241 Ahcy -0.015752474 -0.133935609 0.327350933 -0.191572670
## 1242 Ahcyl1 0.742061600 0.821324350 1.013344800 0.221510890
## 1243 Ahcyl2 0.394787800 -0.067260740 0.611674300 0.000000000
## 1244 Ahdc1 -0.009057999 -0.106565475 0.274690630 0.325165750
## 1245 Ahi1 0.070447920 -0.144692420 0.141846180 -0.125829700
## 1246 Ahnak 0.285258300 0.494131100 0.614275930 0.284626960
## 1247 Ahnak2 -0.020198822 -0.245296000 -0.429461000 0.064515590
## 1248 Ahr -1.153749500 -0.125850680 -1.193080000 0.681632040
## 1249 Ahrr -0.012311935 -0.003332138 0.000550000 0.068511486
## 1250 Ahsa1 0.304612160 0.000000000 -0.384581570 -0.620155330
## 1251 Ahsa2 0.728378760 0.079819682 -0.022705555 0.048045155
## 1252 Ahsg -0.003132820 0.191314220 -0.032850742 0.424203870
## 1253 AI118078 0.045190334 -0.049910070 0.199846740 -0.026794434
## 1254 AI182371 0.014033318 0.133219240 -0.033039093 -0.004124165
## 1255 AI314180 0.094161030 -0.092162130 -0.167947770 -0.046753883
## 1256 AI314831 -0.022923946 -0.005303383 -0.018816471 0.169463630
## 1257 AI317395 0.034016132 -0.094611170 0.038454533 -0.120804310
## 1258 AI413582 0.035847187 0.046240092 0.082044842 -0.016386271
## 1259 AI427809 -0.067322254 0.080511090 -0.368455900 0.009789944
## 1260 AI429214 -0.143191340 -0.037668230 -0.099687580 0.443902020
## 1261 AI462493 -0.286179540 0.105777740 0.254932400 -0.241425510
## 1262 AI464131 -0.003382206 0.009959221 0.112093450 -0.094018460
## 1263 AI467606 0.914246560 1.423428000 1.311493400 0.122170925
## 1264 AI504432 0.000000000 0.067742825 -0.124283314 -0.121044636
## 1265 AI593442 -0.000724000 0.000000000 0.082847120 0.054099560
## 1266 AI597468 0.274414060 0.292386050 0.301819800 0.425440800
## 1267 AI597479 0.214673040 0.319889070 0.009471417 -0.106619360
## 1268 AI607873 -1.480081600 -1.329983200 -1.068945400 0.321370120
## 1269 AI747448 0.153248790 0.172621730 0.080291750 -0.022895813
## 1270 AI836003 0.333929540 0.197437760 0.075593470 -0.121987820
## 1271 AI837181 0.046322346 0.245680810 0.068741320 -0.161071300
## 1272 AI846148 0.120680330 0.192227360 0.488187300 0.384178640
## 1273 AI854703 -0.016761303 0.064810750 0.055570126 0.015014172
## 1274 AI987944 0.000000000 0.030165195 -0.021303654 -0.134994980
## 1275 Aicda 0.192799090 0.111593720 0.162199020 -0.040085793
## 1276 Aida 0.268226620 0.138862610 -0.117076874 0.387842180
## 1277 Aif1 -0.263421540 -0.477078900 0.000000000 -1.146458600
## 1278 Aif1l 1.112384300 1.219068500 0.717418200 -0.128032210
## 1279 Aifm1 -0.106631280 0.006515503 0.133328440 -0.009999275
## 1280 Aifm2 0.037126064 0.161733630 -0.133769040 -0.020528793
## 1281 Aifm3 -0.040330887 0.086369514 0.074884415 -0.079176900
## 1282 Aig1 0.431793700 -0.151227950 0.630402100 0.347526070
## 1283 Aim1 -0.022042513 -0.007333756 -0.109110355 0.495092885
## 1284 Aim1l -0.105319980 0.000000000 -0.103990555 0.125369550
## 1285 Aim2 0.385374550 0.915635600 0.851725100 0.357416630
## 1286 Aimp1 0.000000000 0.186701770 -0.205623630 -0.106842995
## 1287 Aimp2 0.015914917 -0.274649140 0.381436820 -0.134694580
## 1288 Aip -0.017124176 0.238848690 0.188182830 0.009934425
## 1289 Aipl1 0.006717682 0.175462720 0.096686360 0.106903076
## 1290 Aire -0.009199142 0.124333380 0.146549700 -0.009199142
## 1291 Airn -0.594891150 -0.934465153 -1.043058650 1.653348700
## 1292 Ajap1 0.055342674 -0.024467468 0.083181860 0.002295971
## 1293 Ajuba -0.026360035 -0.012253761 -0.076004030 0.004090786
## 1294 Ak1 -0.133099560 0.002206802 0.047597885 0.390342240
## 1295 AK129341 0.249531270 0.001473427 -0.050145626 0.068163870
## 1296 Ak2 -0.872062200 -0.037476540 0.254542350 0.000000000
## 1297 Ak3 0.780453700 0.496028900 0.656518000 0.071724890
## 1298 Ak4 1.959641250 2.249260200 1.598967050 0.327011110
## 1299 Ak5 0.081590176 0.039323330 -0.020497799 0.186967370
## 1300 Ak7 0.060803413 0.022248268 0.035820960 0.010111809
## 1301 Ak8 -0.086707115 -0.015552998 0.162174700 -0.096451760
## 1302 Ak9 -0.018445492 -0.134100910 0.001180649 0.000000000
## 1303 Akap1 -0.252581120 -0.017580032 0.190022470 -0.032588005
## 1304 Akap10 -0.166738030 0.008372307 -0.828249450 0.045925140
## 1305 Akap11 0.554716117 0.028230350 0.062417348 0.302251180
## 1306 Akap12 0.909793850 0.307302470 0.239994050 0.091393470
## 1307 Akap13 -0.011061668 0.076498985 -0.132234570 0.284464840
## 1308 Akap14 0.000000000 -0.156556130 0.013369560 0.058943270
## 1309 Akap17b 0.388340000 0.151662830 -0.071950436 -0.021673203
## 1310 Akap2 0.652082900 0.304169650 0.185728070 0.533678530
## 1311 Akap3 -0.118742466 -0.003925324 0.034893990 0.020153046
## 1312 Akap4 0.000000000 0.053183080 0.105449680 -0.139852050
## 1313 Akap5 -0.198208330 -0.201581950 -0.249116900 3.141352200
## 1314 Akap6 -0.104885580 -0.085565570 -0.132067680 0.825620650
## 1315 Akap7 0.363920200 0.065577510 0.176754000 0.476953500
## 1316 Akap8 -0.048780440 0.079807280 -0.234881400 0.030042648
## 1317 Akap8l 0.406312000 0.475544930 0.490505220 0.243036270
## 1318 Akap9 0.461445800 0.243669510 0.125182150 0.252444270
## 1319 Akip1 0.681955340 0.549489000 0.587727550 -0.696451200
## 1320 Akirin1 -0.000384000 -0.108296394 -0.073695180 0.073260310
## 1321 Akirin2 0.007569313 -0.243197440 -0.441138270 0.123525620
## 1322 Akna -0.136731150 -0.081307890 0.021883010 -0.091801170
## 1323 Aknad1 -0.001088142 -0.027150154 -0.122589110 -0.003890038
## 1324 Akp3 -0.030910015 -0.074950220 0.022356510 0.004309177
## 1325 Akr1a1 0.386569980 0.507319450 0.509196300 -0.277579300
## 1326 Akr1b10 -0.134960170 -0.472107400 -0.577986700 -0.274597640
## 1327 Akr1b3 -0.370872500 -0.073665620 0.154576300 -0.043700220
## 1328 Akr1b7 -0.189130300 -0.300435070 -0.294345860 -0.047602654
## 1329 Akr1b8 -0.176055910 -0.108305930 -0.090938090 -0.091577050
## 1330 Akr1c12 -0.025545597 -0.022092820 -0.019752502 0.000000000
## 1331 Akr1c13 -0.684888360 -0.403914450 -0.606548800 -0.341472150
## 1332 Akr1c14 1.658146900 1.903266900 0.157223700 1.477040300
## 1333 Akr1c18 0.021269798 -0.041023254 -0.011391163 -0.009468079
## 1334 Akr1c19 -0.185797690 -0.083929060 -0.186678890 3.708762200
## 1335 Akr1c20 0.004847527 0.001401424 -0.000288000 0.179946900
## 1336 Akr1c21 -0.073768616 -0.086187360 -0.043742180 0.101882460
## 1337 Akr1c6 -0.015744210 0.090209484 0.127069470 0.123349670
## 1338 Akr1cl -0.011487484 0.019706250 0.002342224 0.061858177
## 1339 Akr1d1 0.000000000 0.036106586 0.065995690 -0.063754560
## 1340 Akr1e1 0.480280880 0.816507340 0.586051940 0.025610924
## 1341 Akr7a5 -0.138575550 -0.041810990 -0.288247600 -0.159047600
## 1342 Akt1 -0.073333740 0.130223270 0.090755460 0.009839058
## 1343 Akt1s1 -0.049638270 -0.009608269 0.208151340 0.167266850
## 1344 Akt2 -0.250644685 -0.497118950 0.270554550 -0.267426965
## 1345 Akt3 0.256598470 0.132538800 0.000000000 0.259733200
## 1346 Aktip 0.253021240 0.408087730 0.154510500 -0.066838264
## 1347 Alad 0.100347996 -0.154741760 0.717351440 0.000000000
## 1348 Alas1 2.393873200 1.948743800 2.582821800 -0.063326836
## 1349 Alas2 -0.070087910 -0.141109940 0.085444450 0.501966950
## 1350 Alb -0.054925440 -0.118411540 0.079763410 -0.110945700
## 1351 Alcam 0.497914300 0.498555180 0.548294540 -0.686906340
## 1352 Aldh16a1 -0.238119130 0.097568035 -0.042014600 -0.055174828
## 1353 Aldh18a1 -0.038031100 -0.211309910 -0.082629204 -0.081423280
## 1354 Aldh1a1 -0.177264210 -0.327693000 -0.380602360 -0.714104200
## 1355 Aldh1a2 -0.073602200 0.028295994 -0.031392097 0.004002571
## 1356 Aldh1a3 0.332773700 0.222342490 0.076236725 -0.012492180
## 1357 Aldh1a7 0.149742130 -0.037449837 -0.093565940 0.032061577
## 1358 Aldh1b1 -0.103401184 -0.037245274 0.000000000 -0.122318270
## 1359 Aldh1l1 -0.152017600 -0.183173660 -0.136434560 0.698242200
## 1360 Aldh1l2 -0.078094006 0.105452060 -0.003104687 0.022995472
## 1361 Aldh2 0.000000000 0.082936290 0.001564980 -0.431863780
## 1362 Aldh3a1 0.038256645 0.044485092 -0.106511116 -0.067692280
## 1363 Aldh3a2 -0.102456090 0.104146000 0.452681540 0.154473300
## 1364 Aldh3b1 -0.097397804 -0.298014160 -0.305286400 -0.283994670
## 1365 Aldh3b2 -0.093216660 0.041027070 -0.120721815 -0.007228613
## 1366 Aldh4a1 0.225287910 0.367728230 0.302256100 0.121435165
## 1367 Aldh5a1 0.287080300 0.332601070 0.324614520 0.154683590
## 1368 Aldh6a1 0.000000000 -0.006458759 0.235512260 -0.054326534
## 1369 Aldh7a1 0.278915880 0.348432060 -0.371267320 0.015190125
## 1370 Aldh8a1 -0.011935711 -0.146311760 -0.123959064 -0.155456540
## 1371 Aldh9a1 0.599450600 0.803393840 0.819212440 -0.362028600
## 1372 Aldoa -0.254535680 -0.100407600 0.003724098 -0.201139450
## 1373 Aldoart1 -0.165405270 0.223969460 -0.072901726 -0.023208141
## 1374 Aldoart2 -0.055248737 0.048649788 0.188024520 0.169427400
## 1375 Aldob -0.172528270 0.029784680 0.284858230 -0.060225010
## 1376 Aldoc 0.245188710 0.803547860 0.316602230 -0.128539090
## 1377 Alg1 0.047891617 0.107936795 0.022949459 0.220249650
## 1378 Alg10b 0.075851920 0.524882800 0.200184350 0.000000000
## 1379 Alg11 0.050705910 0.035773277 -0.153469090 0.278325080
## 1380 Alg12 0.015153408 0.124467850 0.069722176 -0.039370537
## 1381 Alg13 0.269378660 0.034124850 -0.151971340 0.057291030
## 1382 Alg14 0.478131300 0.236539840 0.681700700 -0.031959534
## 1383 Alg2 0.254694460 0.049406530 0.961530700 -0.246542930
## 1384 Alg3 -0.214029790 0.106811520 0.579880240 0.216631410
## 1385 Alg5 -0.282754900 0.057898520 0.070364950 -0.177217480
## 1386 Alg6 0.187018870 0.937950130 0.313269140 0.045054913
## 1387 Alg8 -0.085026740 -0.060037613 -0.694579600 -0.430357460
## 1388 Alg9 -0.390846730 1.042729400 -0.680498100 0.000000000
## 1389 Alk -0.062617780 0.064474106 0.064188000 -0.024165154
## 1390 Alkbh1 -0.208682060 -0.094792366 -0.257366180 -0.017163277
## 1391 Alkbh2 0.189342500 0.174544330 1.068075700 0.153378010
## 1392 Alkbh3 -0.089206696 -0.013560295 -0.046133040 0.000218000
## 1393 Alkbh4 0.055863380 -0.075416565 0.214624400 0.340819840
## 1394 Alkbh5 -0.016169071 0.253310680 0.150716780 0.020617962
## 1395 Alkbh6 0.265305520 1.024077400 0.310246000 0.167427060
## 1396 Alkbh7 0.213335040 -0.042849540 -0.579074860 -0.165461540
## 1397 Alkbh8 0.034518242 0.176110270 -0.064840320 -0.102225300
## 1398 Allc -0.032683850 0.070827010 0.008430481 0.067873955
## 1399 Alms1 0.040313880 0.138396263 0.032990296 -0.398378857
## 1400 Alox12 -0.250247960 0.140092850 0.005949020 0.695158960
## 1401 Alox12b 0.046593666 -0.221616740 0.072151184 -0.001788616
## 1402 Alox12e -0.046975613 -0.001240730 0.010404587 -0.108139990
## 1403 Alox15 -0.168409350 -0.162837030 -0.021155357 -0.120350840
## 1404 Alox5 -0.110181810 0.056040764 -0.139538760 -0.260304450
## 1405 Alox5ap -0.399046420 -0.352922920 -0.196888920 -0.448302270
## 1406 Alox8 -0.065515520 0.123941420 0.000000000 0.072397230
## 1407 Aloxe3 -0.027224064 0.003120422 0.080062866 0.088153840
## 1408 Alpi -0.000634000 0.005179405 0.018207550 0.083748820
## 1409 Alpk1 -0.059141637 -0.013196150 -0.832779233 0.327008727
## 1410 Alpk2 0.122423408 0.087615966 -0.008109095 0.001323700
## 1411 Alpk3 0.008402824 -0.009111404 0.131909850 -0.038229942
## 1412 Alpl 1.528203500 1.681836600 1.160955900 1.150716300
## 1413 Alppl2 0.128553870 0.115963460 -0.071335316 -0.017513752
## 1414 Als2 0.146425720 0.270380500 0.558959000 0.242666240
## 1415 Als2cl -0.055443763 0.088307618 0.029757980 0.160676240
## 1416 Als2cr11 0.030444622 -0.025023460 0.013511181 -0.081170560
## 1417 Als2cr12 0.068489550 0.000000000 0.041499615 -0.055737020
## 1418 Alx1 0.005082607 0.013670445 -0.053207397 0.077999115
## 1419 Alx3 -0.085734844 -0.041545390 0.212116720 0.042766570
## 1420 Alx4 -0.010628700 0.071610930 0.099619865 0.000000000
## 1421 Alyref 0.026253700 0.000000000 -0.177035330 0.208809850
## 1422 Alyref2 -0.202227117 0.425352320 0.503326180 0.063049315
## 1423 Amacr 0.044065000 0.206867700 0.116512775 0.044405460
## 1424 Ambn 0.041838170 -0.166909220 0.040592670 -0.007040024
## 1425 Ambp -0.081160545 -0.045169830 0.012820721 0.165323260
## 1426 Ambra1 -0.001583099 -0.323934560 0.112032890 -0.123142240
## 1427 Amd1 0.424615726 0.789316307 0.645486227 0.438497203
## 1428 Amdhd1 -0.047528744 0.034333230 0.025954723 -0.106812954
## 1429 Amdhd2 -0.165835860 0.024050713 0.124966145 0.055707455
## 1430 Amelx 0.022175789 0.050558090 0.025333881 0.000000000
## 1431 Amer1 -0.057746887 0.477687840 0.342938420 0.464256300
## 1432 Amer2 0.010504245 0.019670245 0.068836690 0.095313547
## 1433 Amer3 -0.013158798 -0.054687977 0.221097950 0.077924730
## 1434 Amfr 0.138665197 0.229081155 0.171195030 -0.152789593
## 1435 Amh 0.030636310 -0.081634045 0.391849520 0.010969639
## 1436 Amhr2 0.109220030 0.002581120 0.057260036 -0.046131610
## 1437 Amica1 -0.099236728 -0.092958928 -0.021645069 0.033101560
## 1438 Amigo1 0.000000000 -0.012090206 0.312884800 0.086854935
## 1439 Amigo2 -0.606908800 0.497056000 -0.634488100 -0.581416600
## 1440 Amigo3 -0.125542640 -0.280263420 0.076425550 -0.071740150
## 1441 Ammecr1 0.248038770 -0.234879500 -0.305469500 0.000000000
## 1442 Ammecr1l 0.012977600 -0.220162390 0.000000000 -0.092929840
## 1443 Amn 0.119071960 0.090987680 0.058588505 0.107298850
## 1444 Amn1 0.298262600 0.050130844 -0.022557259 -0.794180870
## 1445 Amot 1.165238900 1.904697900 1.215616700 0.286363600
## 1446 Amotl1 -0.069274900 0.354489330 0.057921410 0.796427700
## 1447 Amotl2 -0.237551210 0.000000000 0.248001100 0.597205640
## 1448 Ampd1 -0.101818085 0.000000000 0.113303660 -0.136650090
## 1449 Ampd2 -0.225067854 -0.198981287 -0.128109692 -0.078629496
## 1450 Ampd3 -1.066380000 -0.723790170 -1.044925200 -0.099872590
## 1451 Amph 0.003439903 0.049975395 0.121811870 0.079412940
## 1452 Amt 0.145031930 0.274310600 -0.009795666 -0.109520910
## 1453 Amtn -0.043503760 0.052525520 0.125226970 0.007120609
## 1454 Amy1 0.192021370 0.234170440 -0.499129300 0.000000000
## 1455 Amy2a5 NA NA NA NA
## 1456 Amz1 -0.061908245 0.118702410 0.019242287 -0.132251740
## 1457 Amz2 0.627587300 0.259662630 0.016561508 -0.185052870
## 1458 Anapc1 0.012892723 0.001491547 0.127679820 0.075520515
## 1459 Anapc10 0.195016380 -0.027903557 0.000000000 0.001148701
## 1460 Anapc11 -0.160501480 0.000000000 0.152434350 -0.003463745
## 1461 Anapc13 -0.060837746 0.372118950 0.239123340 -0.812120440
## 1462 Anapc15 -0.280147555 -0.438002115 -0.278765200 -0.055184366
## 1463 Anapc16 0.230999950 0.246282580 0.489835740 -0.009458542
## 1464 Anapc2 -0.181881430 0.583291050 0.491704000 0.121723175
## 1465 Anapc4 -0.234418870 0.366706850 0.000000000 0.276659000
## 1466 Anapc5 0.070359230 0.045154570 -0.266253470 -0.128848080
## 1467 Anapc7 -0.012009621 0.166070940 0.199865820 0.034272670
## 1468 Ang 2.182906200 2.047102000 1.635156600 -0.003070831
## 1469 Ang2 0.028214931 0.097982880 0.227589130 0.144574170
## 1470 Ang4 0.110161780 0.020237446 0.002006054 0.283093450
## 1471 Ang5 0.119684696 -0.011341095 0.086410520 0.192198750
## 1472 Ang6 0.127399440 -0.050922394 -0.151235100 -0.013483524
## 1473 Angel1 0.219481470 0.223176960 0.326717380 0.067636490
## 1474 Angel2 0.111928940 -0.092602730 0.000000000 0.361741070
## 1475 Angpt1 -0.106151580 -0.192426680 -0.399609570 0.000000000
## 1476 Angpt2 0.162612920 -0.337597370 1.015399900 0.809782000
## 1477 Angpt4 -0.032467842 -0.045934200 0.023325443 0.136143210
## 1478 Angptl1 -0.302206040 -0.213356970 -0.153711320 -0.306375500
## 1479 Angptl2 -0.386278150 -0.117962360 0.002261162 0.008251667
## 1480 Angptl3 -0.055026054 -0.114742280 -0.092719555 0.046240330
## 1481 Angptl4 0.057972430 0.049226284 0.225944520 0.141651630
## 1482 Angptl6 0.164267540 0.121313095 0.142936230 -0.009917259
## 1483 Angptl7 -0.019442081 -0.114280700 -0.087163925 -0.302984240
## 1484 Ank 0.602405100 0.575151900 0.662903300 -0.084932804
## 1485 Ank1 -0.081915855 0.011487007 0.140213970 -0.072913170
## 1486 Ank2 -0.079303265 -0.081741330 -0.055272102 -0.141166210
## 1487 Ank3 -0.023586750 -0.042568684 0.000000000 0.053615093
## 1488 Ankar 0.000000000 0.043273926 0.101702690 0.074538710
## 1489 Ankdd1b 0.814714430 0.565240400 0.081418040 -0.171314240
## 1490 Ankef1 0.008969307 -0.093234540 0.015329838 -0.015109539
## 1491 Ankfn1 -0.034194470 -0.056936264 0.096384050 0.064649580
## 1492 Ankfy1 -0.156624800 -0.147422790 -0.154769900 0.165819170
## 1493 Ankhd1 0.163883210 -0.068578720 0.010137558 0.122620580
## 1494 Ankib1 0.042651176 -0.056693077 0.290443420 -0.123073580
## 1495 Ankk1 0.000000000 0.005459309 0.146822930 0.065625670
## 1496 Ankle1 -0.001380920 0.088565830 -0.050848007 0.134754180
## 1497 Ankle2 -0.039388179 -0.081398966 0.301788335 0.001714467
## 1498 Ankmy1 0.035083770 0.080448630 0.106745720 -0.004059315
## 1499 Ankmy2 0.067805290 0.516313550 0.077039720 -0.029609680
## 1500 Ankra2 0.115068910 0.165578370 -0.056653500 0.006195545
## 1501 Ankrd1 0.026294231 -0.099184990 -0.029929638 0.150930880
## 1502 Ankrd10 -0.277383330 -0.166237830 -0.150078770 0.209039210
## 1503 Ankrd11 -0.030251980 -0.161350010 0.059828280 0.241502520
## 1504 Ankrd12 0.161048890 0.127769470 -0.191235540 0.228560450
## 1505 Ankrd13a 0.116195680 0.394712450 0.684780100 -0.282698630
## 1506 Ankrd13b -0.271348000 -0.036797047 0.053717613 -0.079769135
## 1507 Ankrd13c 0.265706060 -0.232726570 -0.002184868 0.007693291
## 1508 Ankrd13d 0.195976260 0.221842770 0.056145668 -0.031399727
## 1509 Ankrd16 -0.002264023 -0.052240370 0.000000000 0.195029740
## 1510 Ankrd17 0.221463200 0.000000000 0.032204628 0.063834190
## 1511 Ankrd2 -0.169639590 -0.029870510 -0.028516770 -0.095779896
## 1512 Ankrd22 -0.178497790 -0.139660840 -0.036684036 0.000000000
## 1513 Ankrd23 -0.015177250 -0.012382031 -0.226581100 0.302451600
## 1514 Ankrd24 0.118210790 0.068513870 0.000000000 -0.058117390
## 1515 Ankrd26 0.248203750 0.187815190 0.390240200 0.234226700
## 1516 Ankrd27 0.087788105 0.012264252 0.181227680 0.041473866
## 1517 Ankrd28 0.304791450 0.000000000 0.320121770 0.415260310
## 1518 Ankrd32 0.020508290 -0.176751851 -0.155807494 0.114402769
## 1519 Ankrd33 0.000000000 0.037255287 0.096683980 -0.235627170
## 1520 Ankrd33b 0.190368973 0.030155659 0.207570233 -0.033317725
## 1521 Ankrd34a 0.140491490 0.083789350 0.037891865 0.035354137
## 1522 Ankrd34b 0.015028954 0.029507160 0.141623970 0.035281660
## 1523 Ankrd34c 0.331014630 0.199425220 0.246165750 -0.149063110
## 1524 Ankrd35 0.124727250 0.090108395 -0.078779220 -0.092948440
## 1525 Ankrd36 -0.008100990 0.067889928 -0.026682853 -0.000237942
## 1526 Ankrd37 0.399902340 1.513098700 1.251385700 0.342439650
## 1527 Ankrd39 -0.091192245 -0.201615810 -0.084757805 0.193743230
## 1528 Ankrd40 0.029867172 0.293421750 0.377041820 0.423924450
## 1529 Ankrd42 0.164487360 0.067625046 0.019410133 0.028958797
## 1530 Ankrd44 -0.932754500 -0.718672750 -1.328887500 0.110552790
## 1531 Ankrd45 0.064574240 0.047864437 0.000000000 0.081354620
## 1532 Ankrd46 0.550660130 0.747606300 0.414257050 0.080916405
## 1533 Ankrd49 -0.295784470 0.047439100 -0.127058500 -0.350261200
## 1534 Ankrd50 0.135607720 0.135214800 -0.105825424 0.055171967
## 1535 Ankrd52 -0.059410095 -0.205666540 -0.268290040 0.022684574
## 1536 Ankrd53 0.008028030 -0.119398594 0.003758431 0.110781190
## 1537 Ankrd54 -0.019798279 -0.057686330 0.093328000 0.319351200
## 1538 Ankrd55 0.000321000 -0.077708244 -0.051595210 -0.037179470
## 1539 Ankrd6 0.567267400 0.747934800 0.123053074 -0.066760060
## 1540 Ankrd61 -0.292240620 -0.293176170 -0.180891510 0.000000000
## 1541 Ankrd7 0.129897600 0.105411530 -0.088779930 0.436430450
## 1542 Ankrd9 -0.118798256 0.030370235 0.098266600 0.010186195
## 1543 Anks1 0.650776860 0.795228000 0.515095700 0.173984530
## 1544 Anks1b -0.091544630 0.052253723 -0.003042698 0.075805664
## 1545 Anks3 0.064960960 -0.129839420 -0.051341534 0.171598910
## 1546 Anks4b 0.020722866 -0.131731510 -0.037398815 -0.084483620
## 1547 Anks6 0.204334740 0.059415817 -0.095433235 0.058285236
## 1548 Ankzf1 -0.311171530 -0.221298220 0.022395610 -0.151464460
## 1549 Anln -0.241312265 -0.169861558 -0.029076340 -0.099197625
## 1550 Ano1 -0.195102690 -0.383040900 0.095489025 0.000000000
## 1551 Ano10 0.698496800 -0.150297640 -0.497853280 0.294700150
## 1552 Ano2 0.112600800 0.114896774 -0.052693844 0.135053160
## 1553 Ano3 -0.054128647 -0.010116339 0.012848139 0.056780100
## 1554 Ano4 -0.128783700 0.066061500 0.043658733 -0.054502487
## 1555 Ano5 0.002692699 -0.036775112 -0.029517650 -0.033875942
## 1556 Ano6 0.048796655 -0.140342475 -0.201993230 0.082416060
## 1557 Ano7 0.048049927 0.000000000 0.000000000 -0.019686699
## 1558 Ano8 0.105388165 -0.115421295 0.065142155 0.020766258
## 1559 Ano9 -0.096920010 0.055536747 0.013088703 0.079617020
## 1560 Anp32a 0.000000000 0.143364900 0.062945366 0.332775120
## 1561 Anp32b 0.023962020 0.100286484 0.069462776 0.000000000
## 1562 Anp32e 0.357297900 0.485606200 0.430857660 -0.065399170
## 1563 Anp32-ps 0.182591440 0.032775880 -0.010801315 0.206313130
## 1564 Anpep -0.194742200 -0.511105540 -0.219839100 0.174585340
## 1565 Antxr1 0.844789000 1.196972800 -0.028272152 -0.271266460
## 1566 Antxr2 -0.982469560 -0.488795280 -1.077307700 0.329517840
## 1567 Antxrl -0.043510437 -0.060443880 -0.059048176 0.010992050
## 1568 Anxa1 -0.691565040 -0.981728100 -1.273915300 0.074248314
## 1569 Anxa10 0.002465725 0.014846802 0.027347565 -0.166553500
## 1570 Anxa11 -0.251487970 -0.407741540 0.041698690 0.142727135
## 1571 Anxa13 -0.023534298 0.000000000 0.092197420 0.006811619
## 1572 Anxa2 -0.283311840 -0.270872120 0.104685780 0.000000000
## 1573 Anxa3 0.130645750 0.102158550 0.235098840 0.076205250
## 1574 Anxa4 0.331221580 0.638287540 0.501175900 -0.135416980
## 1575 Anxa5 0.000000000 0.090754510 -0.338850980 0.036970140
## 1576 Anxa6 -0.319654465 -0.410182712 -0.194984915 -0.094080685
## 1577 Anxa7 0.600351330 0.518389700 0.269276620 0.182624820
## 1578 Anxa8 -0.067796230 -0.097014430 0.000515000 0.134581090
## 1579 Anxa9 0.066106796 -0.040739060 0.116356850 0.000000000
## 1580 Aoah -0.101713660 0.006400108 -0.069868090 -0.045075893
## 1581 Aoc1 -0.014717579 -0.032130240 0.045859337 -0.056115150
## 1582 Aoc2 0.000000000 0.000000000 0.461016650 -0.141153810
## 1583 Aoc3 -0.130719660 -0.163391110 -0.191407680 0.307247160
## 1584 Aox1 0.534614560 0.320202830 0.105808260 0.007965088
## 1585 Aox3 0.064969540 -0.037103176 -0.100605010 -0.096815586
## 1586 Aox3l1 0.038572790 0.000000000 -0.021686554 -0.021481514
## 1587 Aox4 -0.084978580 0.002327442 0.045003890 0.106108665
## 1588 Ap1ar 0.000000000 0.445665360 0.496407500 0.129916190
## 1589 Ap1b1 0.041077137 0.011543751 0.048457146 -0.451432700
## 1590 Ap1g1 0.160453800 0.000000000 -0.130638120 -0.000108000
## 1591 Ap1g2 -0.241112230 -0.118045810 -0.264472000 -0.174510000
## 1592 Ap1m1 -0.513361930 -0.070622444 -0.051914215 0.014844894
## 1593 Ap1m2 -0.215849880 0.017628193 0.017628193 0.017628193
## 1594 Ap1s1 -0.472635750 0.007141113 0.023191452 -0.464589600
## 1595 Ap1s2 0.804863000 0.354392050 0.257026670 -0.525152700
## 1596 Ap1s3 -0.112465860 0.009439945 -0.028714180 0.611352900
## 1597 Ap2a1 0.303152080 0.344660760 0.133778570 -0.061805725
## 1598 Ap2a2 0.220103502 0.406564955 0.188850164 -0.179873705
## 1599 Ap2b1 0.530769350 0.407972340 0.583790800 -0.570557600
## 1600 Ap2m1 0.176211360 0.323836330 0.428399100 -0.319376950
## 1601 Ap2s1 -0.170206070 0.000000000 0.278155800 -0.193790440
## 1602 Ap3b1 0.017392159 0.168004990 0.315167430 0.000137000
## 1603 Ap3b2 0.039721966 0.000000000 0.000000000 0.247940060
## 1604 Ap3d1 -0.022120476 -0.122505190 0.008336067 0.336088180
## 1605 Ap3m1 0.525445940 0.379301070 0.638821130 0.003872395
## 1606 Ap3m2 0.078182220 0.117967606 0.221947670 0.383461000
## 1607 Ap3s1 0.881951650 0.561608013 0.377187417 -0.034706116
## 1608 Ap3s2 0.031819344 -0.419286730 0.000000000 -0.012958527
## 1609 Ap4b1 0.173969750 0.000000000 -0.585486900 0.015740871
## 1610 Ap4e1 0.375101100 -0.053878784 -0.658693800 0.000000000
## 1611 Ap4m1 0.000000000 0.084124090 -0.640144800 0.194161890
## 1612 Ap4s1 0.432675360 0.363277440 0.399226200 -0.160568240
## 1613 Ap5b1 -0.091823580 -0.018472195 0.036148070 0.175363540
## 1614 Ap5m1 0.294116970 0.194265370 -0.136978630 -0.534302700
## 1615 Ap5s1 -0.186365130 -0.234959600 0.117976665 0.168785570
## 1616 Ap5z1 0.074583050 0.056547640 0.000000000 -0.184679030
## 1617 Apaf1 -0.728933330 -0.760399800 -0.571260450 0.113835335
## 1618 Apba1 0.000000000 0.196266650 -0.163464070 0.705078600
## 1619 Apba2 0.040246487 -0.068386080 0.000000000 -0.051301003
## 1620 Apba3 0.211287980 -0.076795100 0.150566100 0.192943100
## 1621 Apbb1 0.000000000 0.127682690 -0.141743180 0.143376350
## 1622 Apbb1ip -0.061158657 -0.150884630 -0.039690970 -0.072746280
## 1623 Apbb2 0.000000000 0.081133840 0.061716080 0.535632130
## 1624 Apbb3 0.201125140 -0.126680370 0.049590110 -0.033188343
## 1625 Apc 0.171374320 0.139253620 0.027370453 0.260959630
## 1626 Apc2 -0.037220000 0.023245811 0.073857310 0.032880306
## 1627 Apcdd1 3.852216700 4.365247000 4.439705000 -0.412991520
## 1628 Apcs -0.012922764 0.015048504 0.064543250 0.059880257
## 1629 Apeh 0.053866386 0.000000000 -0.246898170 -0.104297640
## 1630 Apex1 0.131450650 -0.203040600 -0.001830101 -0.194945810
## 1631 Apex2 -0.183053020 0.119632244 0.123338220 -0.065892220
## 1632 Aph1a 0.156681060 0.170489790 0.693467125 -0.117491720
## 1633 Aph1b 0.045616150 -0.319997800 -0.240070340 0.030895233
## 1634 Aph1c -0.033843517 -0.289352420 0.059927940 -0.231088640
## 1635 Api5 0.038022995 -0.019019127 -0.221149440 0.128499980
## 1636 Apip 0.234010700 0.079547880 -0.065639496 -0.118643760
## 1637 Apitd1 -0.024698734 -0.467861650 -0.279367920 -0.567361350
## 1638 Aplf -0.107249740 -0.003926754 0.362029080 0.167937280
## 1639 Apln -0.272703170 -0.097902775 -0.253698350 0.205340390
## 1640 Aplnr -2.404516200 -1.838882400 -2.141282000 1.163601900
## 1641 Aplp1 0.081295490 0.000000000 0.249618050 0.166305540
## 1642 Aplp2 0.275148400 0.228960040 0.000000000 0.324600220
## 1643 Apmap 0.185640340 -0.024630547 0.358078480 -0.123577595
## 1644 Apoa1 0.002767086 -0.061092377 0.071087360 -0.040938854
## 1645 Apoa1bp 0.050967216 0.548215870 0.239410400 0.205770500
## 1646 Apoa2 -0.084511760 0.170707700 -0.210309980 -0.056360245
## 1647 Apoa4 0.030774355 -0.003089190 0.149099350 -0.063204525
## 1648 Apoa5 -0.071187020 0.052850246 0.217978950 0.043045520
## 1649 Apob -0.040144920 -0.025876045 -0.060041428 -0.025324821
## 1650 Apobec1 -0.043674470 -0.011060238 0.083183290 0.111184600
## 1651 Apobec2 -0.008533001 -0.327441700 -0.137984280 -0.065073970
## 1652 Apobec3 -0.380596160 -1.007162600 -0.022458076 0.380332000
## 1653 Apobec4 -0.060343266 0.123421670 0.189352040 0.002298355
## 1654 Apobr -0.223073000 -0.010710716 -0.014562130 -0.103735450
## 1655 Apoc1 0.025752068 -0.249289040 0.208505150 -0.098768234
## 1656 Apoc2 -0.124218940 0.000000000 -0.068383220 0.152115820
## 1657 Apoc3 0.000000000 0.000000000 -0.145913600 0.053574562
## 1658 Apoc4 -0.143007280 -0.017829895 0.074119570 0.177016260
## 1659 Apod 3.509788500 3.292130500 4.653329000 0.109599590
## 1660 Apoe 0.788943300 0.873361600 0.677357700 -0.241979600
## 1661 Apof -0.212713720 -0.105797290 0.123824120 -0.119347095
## 1662 Apoh -0.136569980 -0.012974262 -0.017468452 -0.075788975
## 1663 Apol10a 0.000000000 -0.060395240 -0.030333996 0.345186230
## 1664 Apol10b -0.025040627 0.116596700 -0.286615850 2.176299000
## 1665 Apol6 0.184337140 0.000000000 0.257087700 0.088808540
## 1666 Apol7a -0.008538246 -0.029622078 0.082991600 0.046932220
## 1667 Apol7b 0.000000000 0.000000000 0.093538760 -0.101596355
## 1668 Apol7c 0.219913480 0.152704240 0.232821460 -0.460770600
## 1669 Apol7e -0.009723187 -0.027288914 0.130701070 -0.014725208
## 1670 Apol8 0.013851166 -0.178972720 0.053434372 -0.155368800
## 1671 Apol9a -0.168891900 -0.003469944 -0.035550594 -0.368248000
## 1672 Apol9b -0.298719400 -0.147633550 -0.101473330 -0.538312440
## 1673 Apold1 0.635009770 -0.007258892 0.216436390 0.167014120
## 1674 Apom -0.246303560 0.033178806 -0.162985320 0.090778350
## 1675 Apon 0.140963550 0.223597050 -0.257324220 -0.023478031
## 1676 Apool -0.311559200 -0.588192000 0.168122290 0.206226350
## 1677 Apoo-ps 1.253211500 -0.008248568 0.448026430 -0.133210420
## 1678 Apopt1 0.070452690 0.175951960 0.004776001 0.209481240
## 1679 App 0.349169730 0.481514930 0.525505070 0.188249590
## 1680 Appbp2 0.112285378 -0.192412375 0.149520875 0.048224450
## 1681 Appl1 0.308199880 0.041788100 0.273378370 0.236149790
## 1682 Appl2 0.086960790 -0.183156970 0.003145218 0.227445600
## 1683 Aprt -0.133923530 0.000000000 -0.027662277 -0.001136780
## 1684 Aptx -0.435719970 -0.390589240 0.379018780 -0.234498020
## 1685 Aqp1 -3.327802200 -3.360458000 -3.243260900 1.546320000
## 1686 Aqp11 3.138157800 3.177955600 3.124980000 0.000000000
## 1687 Aqp12 0.096154210 -0.084698680 -0.140006540 -0.388810160
## 1688 Aqp2 -0.065501210 -0.047903060 0.129349710 0.019434929
## 1689 Aqp3 -0.130830760 0.022179127 0.238823410 -0.023267270
## 1690 Aqp4 0.032485485 -0.048561573 0.077822685 -0.022975445
## 1691 Aqp5 -0.161644460 -0.071373940 0.116420746 -0.061083794
## 1692 Aqp6 0.076666355 0.204944130 0.000000000 -0.050075054
## 1693 Aqp7 -0.185837750 -0.050468920 -0.520004750 5.066481600
## 1694 Aqp8 0.016768932 0.151692870 0.030517578 0.005054474
## 1695 Aqp9 -0.198121550 -0.182531360 -0.054008960 -0.123912334
## 1696 Aqr 0.193539620 0.144880300 0.031078339 0.076993940
## 1697 Ar -0.789936540 -1.001087200 -0.966712500 0.000000000
## 1698 Araf 0.320374500 0.334876060 0.000000000 0.079772950
## 1699 Arap1 -0.275120260 -0.205557350 -0.225309850 0.246057510
## 1700 Arap2 1.264954600 1.077796000 0.756065370 0.336716650
## 1701 Arap3 -0.068659780 0.147738460 0.000000000 0.548803300
## 1702 Arc 0.011415482 -0.305528160 -0.246401790 -0.103605750
## 1703 Arcn1 0.001715660 -0.045337677 -0.130681990 0.000000000
## 1704 Areg 0.096306800 0.015221119 0.057161330 -0.028688908
## 1705 Arel1 0.009233475 -0.466690060 0.029581070 -0.436752320
## 1706 Arf1 -0.032102584 -0.182315940 -0.125496865 -0.039496900
## 1707 Arf2 0.211689950 0.063121796 -0.016655922 -0.029519081
## 1708 Arf3 -0.035236360 0.132575990 0.000000000 -0.378595350
## 1709 Arf4 0.039075850 -0.080450060 -0.150907520 -0.019409180
## 1710 Arf5 -0.208436490 -0.029431343 0.070999146 0.063977240
## 1711 Arf6 0.178895000 0.323947900 0.194342610 0.093853000
## 1712 Arfgap1 -0.055855750 0.196852680 -0.170095440 0.309618000
## 1713 Arfgap2 0.197699070 0.881470700 -0.190422530 0.000000000
## 1714 Arfgap3 0.240345000 0.555877200 0.000000000 -0.058999540
## 1715 Arfgef1 0.193733220 0.013997078 0.117741585 0.053788185
## 1716 Arfgef2 -0.267244340 -0.168023973 0.026049518 0.267584976
## 1717 Arfip1 0.029710770 -0.256078240 0.183951850 0.075362680
## 1718 Arfip2 0.071346280 -0.108046530 0.179221150 0.259812360
## 1719 Arfrp1 0.171888350 0.342197420 0.223228450 -0.012941361
## 1720 Arg1 -0.057315826 -0.274220940 -0.070312020 0.186143400
## 1721 Arg2 -0.085833070 -0.331908700 -0.194246290 -0.101802826
## 1722 Arglu1 -0.046611786 0.073429110 -0.025869370 0.288740160
## 1723 Arhgap1 -0.282045360 0.000000000 -0.181872370 0.055046080
## 1724 Arhgap11a -0.563002600 -0.412057880 -0.537951950 0.088487150
## 1725 Arhgap12 0.136117940 0.000000000 -0.281349180 0.161931990
## 1726 Arhgap15 -0.090937614 -0.090888020 -0.165351390 -0.061288834
## 1727 Arhgap17 0.123627660 0.045430660 -0.503504750 -0.004352093
## 1728 Arhgap18 0.000000000 -0.181812290 0.149236680 1.869227400
## 1729 Arhgap19 -0.440331460 0.285619740 -0.278637400 -0.432656760
## 1730 Arhgap20 0.666204900 1.981947400 1.834503200 0.011826992
## 1731 Arhgap21 -0.015755653 -0.023532867 -0.056143760 0.517074600
## 1732 Arhgap22 0.000000000 -0.010452747 0.000000000 -0.056309223
## 1733 Arhgap23 -0.171243910 -0.183969500 0.141019825 0.136609558
## 1734 Arhgap24 -0.162014480 -0.164816380 -0.269385340 -0.204248430
## 1735 Arhgap25 0.123330590 -0.163607600 -0.293580530 0.124674320
## 1736 Arhgap26 0.264783860 0.126493450 0.245460510 0.398816100
## 1737 Arhgap27 0.187287329 0.026723385 -0.075637102 0.168299190
## 1738 Arhgap28 -0.301128860 -0.051574707 -0.509211060 2.001080000
## 1739 Arhgap29 0.188534740 0.086135864 0.110171320 0.101769450
## 1740 Arhgap30 -0.150063040 -0.180583000 -0.039240837 -0.274220940
## 1741 Arhgap31 0.283976550 0.213814740 0.272286420 0.419323920
## 1742 Arhgap32 0.351356030 0.397506240 0.432175160 -0.167805670
## 1743 Arhgap33 -0.013014317 0.000000000 -0.057019710 0.119678500
## 1744 Arhgap36 0.058176517 0.006940365 0.028638363 -0.109397890
## 1745 Arhgap39 0.090700630 0.271630760 0.876032800 -0.353279100
## 1746 Arhgap4 -0.104547500 -0.183092120 -0.094241620 0.117480755
## 1747 Arhgap40 0.001744747 -0.172713760 0.016850948 0.100358010
## 1748 Arhgap42 -0.082981112 -0.102001670 -0.270803930 -0.602241270
## 1749 Arhgap44 0.277173750 0.131558180 0.117947815 0.012842177
## 1750 Arhgap5 0.256935600 0.056176662 0.198536400 0.000000000
## 1751 Arhgap6 0.200152400 0.339262960 0.168846130 -0.101204395
## 1752 Arhgap8 0.240383630 0.167448520 0.193315500 0.320779320
## 1753 Arhgap9 -0.161364560 -0.159073350 0.000000000 -0.185074330
## 1754 Arhgdia -0.103099820 0.326993000 0.160564420 -0.298089030
## 1755 Arhgdib 0.061090470 0.318804740 0.212609290 -0.201855660
## 1756 Arhgdig -0.096077440 -0.082583904 -0.042747974 -0.041750908
## 1757 Arhgef1 -0.139021870 0.061212540 -0.477968220 0.037458420
## 1758 Arhgef10 0.370982170 0.562460900 0.454763400 0.921063400
## 1759 Arhgef10l -0.104374886 0.023938179 0.000000000 0.194412230
## 1760 Arhgef11 0.110354420 0.071407320 0.083618164 0.154250140
## 1761 Arhgef12 0.274208540 0.401084425 0.219879625 0.259460930
## 1762 Arhgef15 -0.326555250 0.013376236 0.013376236 0.839662550
## 1763 Arhgef16 0.085489750 0.082434180 -0.062940120 0.017828941
## 1764 Arhgef17 0.000000000 -0.021540642 -0.049299240 0.032794476
## 1765 Arhgef18 -0.068898680 0.056077957 -0.126559260 0.049516678
## 1766 Arhgef19 -0.016931534 -0.022188663 0.167874810 -0.020477772
## 1767 Arhgef2 0.138366700 0.560839650 0.176560400 0.312783240
## 1768 Arhgef25 0.000000000 0.595755600 0.199592110 2.190533600
## 1769 Arhgef26 -0.115175250 -0.118125440 -0.064582350 0.297785760
## 1770 Arhgef28 0.530581000 0.200008870 0.354141700 0.615831850
## 1771 Arhgef3 -0.109947205 0.132563590 0.127328870 0.062441826
## 1772 Arhgef33 0.101226330 0.207703590 0.290209770 0.041687010
## 1773 Arhgef37 -0.042479040 -0.019713402 -0.115972040 0.256052970
## 1774 Arhgef38 -0.034871580 -0.016316414 0.082400800 -0.171656610
## 1775 Arhgef39 0.046329500 0.123248100 0.051419735 -0.017582893
## 1776 Arhgef4 -0.114607334 0.109514240 -0.193422800 -0.186489100
## 1777 Arhgef40 -0.066883564 0.009047031 -0.008575916 -0.017109394
## 1778 Arhgef5 0.148514750 0.260802265 0.177351000 0.444555765
## 1779 Arhgef6 -0.649562840 -0.500076300 -0.690659050 0.481105800
## 1780 Arhgef7 0.276465420 -0.087209700 -0.036615370 0.786190030
## 1781 Arhgef9 0.624308600 0.974891200 1.144665200 0.502584930
## 1782 Arid1a -0.060374260 -0.108364105 -0.048381805 -0.051099777
## 1783 Arid1b -0.117132190 -0.120560170 0.196109770 0.147380830
## 1784 Arid2 0.003811836 -0.033115387 -0.334254260 0.208298680
## 1785 Arid3a -0.039540290 0.353500840 0.237283230 -0.052146435
## 1786 Arid3b 0.451245300 -0.177965640 -0.302902700 -0.189394470
## 1787 Arid3c -0.043932438 -0.092996120 0.137568000 0.208989620
## 1788 Arid4a 0.117812160 0.032570840 0.000000000 -0.076381680
## 1789 Arid4b 0.381316180 0.208827020 0.027835846 0.197978020
## 1790 Arid5a 0.855861200 -0.141749380 0.064744470 0.144136900
## 1791 Arid5b 0.385784150 0.156080250 -0.086687090 0.702412600
## 1792 Arih1 0.025662422 -0.140901570 -0.324366570 0.000000000
## 1793 Arih2 0.111764273 -0.104670048 -0.028068540 -0.375979110
## 1794 Arl1 0.207774160 0.077076910 0.020313263 -0.153524400
## 1795 Arl10 -0.155273440 0.639246940 0.083344940 0.000000000
## 1796 Arl11 0.000000000 -0.094401840 -0.116865635 -0.044241430
## 1797 Arl13a 0.011398792 0.009314537 -0.198090080 -0.018094063
## 1798 Arl13b 0.646745700 0.124072075 0.296464920 0.381737700
## 1799 Arl14 0.094455720 0.022020817 0.004413128 0.028349876
## 1800 Arl14ep 0.000000000 0.426415440 1.014939300 0.115560530
## 1801 Arl14epl 0.015748024 0.005729199 -0.013389587 0.267470360
## 1802 Arl15 0.116772650 0.106954575 0.814760200 0.003273010
## 1803 Arl16 0.000000000 0.227793700 0.208000660 0.142893790
## 1804 Arl2 -0.130473610 0.523887630 0.397188200 -0.247204300
## 1805 Arl2bp 1.323046700 1.263786300 1.358207700 -0.596751200
## 1806 Arl3 0.453729630 0.646644600 0.366430280 -0.174273490
## 1807 Arl4a 1.817468600 1.745271700 1.343243600 -0.489364620
## 1808 Arl4c -0.481234550 -0.327287670 -0.385548600 0.191475870
## 1809 Arl4d 0.000000000 0.188780310 0.575775600 -0.019737720
## 1810 Arl5a 0.347352030 0.000000000 0.030024529 -0.537290600
## 1811 Arl5b 0.564864160 0.053976060 -0.696297650 0.025897026
## 1812 Arl5c -0.049513817 -0.117947580 -0.071235660 0.000000000
## 1813 Arl6 0.599059100 0.173857690 1.030375500 0.058304310
## 1814 Arl6ip1 -0.066338540 -0.097458840 -0.078491210 -0.377525330
## 1815 Arl6ip4 0.286768900 0.320331570 0.494293200 0.370331760
## 1816 Arl6ip5 0.567110060 0.627245900 0.883940700 -0.358727460
## 1817 Arl6ip6 0.477477070 -0.248497960 -0.110558510 -0.398922920
## 1818 Arl8a -0.264032360 -0.201717380 -0.563489900 -0.025294304
## 1819 Arl8b 0.269200330 0.025478363 0.101414680 -0.313653950
## 1820 Arl9 -0.112093925 -0.582849000 -0.253542420 -0.334166530
## 1821 Armc1 0.059477806 0.016459465 0.323822980 0.206110950
## 1822 Armc10 0.332875250 0.210526940 0.592072500 -0.274799820
## 1823 Armc12 -0.073008060 0.049128532 -0.036463260 0.090338710
## 1824 Armc2 0.058928847 0.005593419 0.063426733 -0.011713743
## 1825 Armc3 -0.036505700 -0.025773525 -0.028152466 0.037062168
## 1826 Armc4 -0.040117502 -0.000188828 0.037198544 -0.011056186
## 1827 Armc5 -0.002423763 -0.018163681 0.275991440 0.229162700
## 1828 Armc6 0.017581940 -0.007826805 0.021234512 -0.075587270
## 1829 Armc7 0.000000000 0.247515200 -0.121671680 -0.164854530
## 1830 Armc8 -0.181516650 -0.049736023 0.018675804 -0.109176636
## 1831 Armc9 0.108955380 0.044046402 0.000000000 0.088279724
## 1832 Armcx1 0.118939400 0.000000000 -0.054098130 0.078883170
## 1833 Armcx2 0.443951600 0.421248900 1.003185700 0.471943860
## 1834 Armcx3 0.163824403 -0.016360283 0.039929391 -0.072979926
## 1835 Armcx5 0.433169360 0.578721050 0.598109250 0.021635532
## 1836 Armcx6 -0.194624900 0.422528270 0.053363800 -0.107551575
## 1837 Arnt -0.215522770 -0.005314827 -0.000969000 0.291691780
## 1838 Arnt2 0.000000000 -0.027534485 -0.133564950 0.009259701
## 1839 Arntl 0.676404950 0.375139240 -0.084877014 0.471930500
## 1840 Arntl2 0.056708336 0.130887990 0.178775310 0.254453180
## 1841 Arpc1a 0.263001440 0.373797420 0.240000720 0.390435220
## 1842 Arpc1b -0.023834229 0.196271420 0.365378855 0.085422991
## 1843 Arpc2 -0.062811850 -0.038442610 -0.072827340 -0.134813310
## 1844 Arpc3 -0.081921580 -0.153688430 -0.099976540 0.023125648
## 1845 Arpc4 -0.137335780 -0.354949000 0.054096222 0.000000000
## 1846 Arpc5 -0.108119965 -0.221007350 -0.077043530 -0.301772120
## 1847 Arpc5l 0.093764305 -0.073236465 0.169939040 -0.192977900
## 1848 Arpp19 0.457592960 0.318451880 -0.054515840 -0.048512460
## 1849 Arpp21 0.033403873 0.019137860 0.194623950 -0.007282734
## 1850 Arr3 0.051336290 0.083731650 0.120769500 -0.017870903
## 1851 Arrb1 -0.457214360 -0.576139450 -0.781936170 -0.134694580
## 1852 Arrb2 -0.348741050 -0.374041080 -0.257955070 0.149450300
## 1853 Arrdc1 -0.002446175 0.208941460 0.428145400 0.000000000
## 1854 Arrdc2 -0.155481340 0.004572392 -0.183105950 -0.069023610
## 1855 Arrdc3 -0.407302860 -0.266819950 -0.463849070 -0.344204900
## 1856 Arrdc4 -1.957255400 -1.858066600 -1.932632400 0.585273740
## 1857 Arrdc5 0.002150059 -0.115808010 0.128748420 0.073191166
## 1858 Arsa -0.148891450 0.486360070 -0.601903440 0.273084640
## 1859 Arsb 0.581897980 0.267380955 0.296164985 -0.142062900
## 1860 Arsg 0.005195141 -0.016233921 -0.000998000 -0.012198925
## 1861 Arsi -0.061564445 0.024597645 0.000000000 0.364208220
## 1862 Arsj -0.061640740 0.052401066 -0.147337440 0.107896330
## 1863 Arsk -0.061422825 0.113587380 0.202234270 0.385308270
## 1864 Art1 -0.016242027 0.007394791 0.137166020 -0.079942230
## 1865 Art2a-ps -0.201434610 -0.069260120 0.000000000 0.191312310
## 1866 Art2b -0.146891120 -0.091229916 -0.052875996 -0.024672031
## 1867 Art3 -1.550902400 -1.860480800 -1.910174800 1.638755300
## 1868 Art4 -0.083012580 -0.004856587 0.000000000 0.021040440
## 1869 Art5 0.063179016 0.000000000 0.172388080 0.198320870
## 1870 Artn 0.080132484 0.111177920 -0.058651447 0.000000000
## 1871 Arv1 -0.102059840 -0.167044640 0.000000000 0.578274250
## 1872 Arvcf 0.142930510 0.000000000 0.091683390 -0.028316021
## 1873 Arx -0.093954090 0.183842180 0.113086700 0.068796635
## 1874 Arxes1 0.028331757 -0.001455307 0.341968540 0.008399487
## 1875 Arxes2 0.009409905 0.314124580 0.544091700 -0.226280690
## 1876 As3mt 0.399644850 0.305714600 0.746127100 -0.401328100
## 1877 Asah1 -0.035142900 -0.211598400 0.029315948 0.034235000
## 1878 Asah2 -0.286442760 -0.217946050 -0.878208640 1.247248600
## 1879 Asap1 0.002009392 -0.212756160 -0.187360760 -0.185707090
## 1880 Asap2 -0.871284500 -0.681393600 -0.467846870 0.901994700
## 1881 Asap3 0.584170800 0.862299440 0.923468600 -0.082466600
## 1882 Asb1 0.090274334 -0.037605286 -0.236956600 0.286862850
## 1883 Asb10 0.046600340 0.012363434 0.115611550 -0.088945866
## 1884 Asb11 -0.063785076 0.000000000 -0.136445520 -0.056449890
## 1885 Asb12 0.049664020 0.130774020 0.028701782 0.270267960
## 1886 Asb13 0.195732600 -0.218504430 0.277645600 0.000000000
## 1887 Asb14 -0.005527020 -0.165806300 -0.142583370 -0.056385517
## 1888 Asb15 -0.014453411 -0.126973630 -0.100497720 -0.112693310
## 1889 Asb16 -0.136086460 0.215600490 0.127466680 -0.007547855
## 1890 Asb17 -0.056091785 0.190814020 0.000500000 0.145293240
## 1891 Asb18 0.107807636 -0.067488670 0.075408936 0.156942370
## 1892 Asb2 -0.114772320 -0.087249756 0.000000000 -0.171025750
## 1893 Asb3 0.321244240 -0.122563360 -0.389209270 -0.085762980
## 1894 Asb4 3.903332200 1.985629100 2.144362000 0.193122390
## 1895 Asb5 0.045851230 0.208594320 0.052292824 0.310066220
## 1896 Asb6 -0.023127079 0.095578190 0.007574081 -0.064578060
## 1897 Asb7 0.170928955 0.013438225 -0.521678670 -0.570486305
## 1898 Asb8 -0.258796700 -0.165271280 0.253124240 -0.165536880
## 1899 Asb9 -0.078858376 -0.079335690 0.169124130 -0.085248950
## 1900 Ascc1 0.171652320 0.409293650 0.270786760 -0.049468994
## 1901 Ascc2 -0.109448430 -0.049698830 -0.193261150 0.032653810
## 1902 Ascc3 0.154079440 -0.002245903 0.045040130 0.072224620
## 1903 Ascl1 -0.174527170 -0.025290966 0.005133629 -0.194829940
## 1904 Ascl2 -0.010656834 0.191634180 0.094909670 -0.029359340
## 1905 Ascl3 0.035928726 0.000000000 -0.005689144 -0.086196420
## 1906 Ascl4 -0.008369446 0.016900063 -0.000143000 0.085246086
## 1907 Asf1a 0.408465400 0.437361720 0.093044280 -0.122716900
## 1908 Asf1b -0.290453900 -0.290458680 0.011852264 -0.092067240
## 1909 Asgr1 -0.084009170 0.000000000 0.040825367 -0.085068700
## 1910 Asgr2 -0.081631180 -0.070651054 0.049431324 -0.053686620
## 1911 Ash1l 0.096656800 0.094287870 0.152458190 0.123017310
## 1912 Ash2l -0.217530250 0.209429740 0.000000000 0.022307396
## 1913 Asic1 -0.044480324 -0.016180515 -0.075937750 0.007994652
## 1914 Asic2 0.029009819 -0.002749443 0.084720135 -0.088809970
## 1915 Asic3 -0.139235020 -0.047206880 0.162456990 -0.048577310
## 1916 Asic4 -0.037820340 0.000000000 0.098193170 -0.026147842
## 1917 Asic5 -0.029574394 -0.040798187 0.008373261 -0.055649757
## 1918 Asl -0.028942585 0.108940600 0.340811250 0.107544900
## 1919 Asna1 -0.310342800 0.828916100 -0.082293990 -0.084418300
## 1920 Asns -0.770954600 -0.752983100 0.462574960 0.072564125
## 1921 Asnsd1 -0.132431030 -0.356931700 -0.013503075 -0.199316980
## 1922 Aspa -0.737325200 -0.969353700 -0.913378700 1.185216000
## 1923 Aspdh -0.150484560 0.143676760 0.206795220 -0.042350770
## 1924 Aspg 0.037349700 0.047335148 0.316647530 -0.013623714
## 1925 Asph -0.832543850 -0.704481600 -0.630231400 0.241712570
## 1926 Asphd1 0.137784480 0.000000000 0.041958810 0.457948200
## 1927 Asphd2 -0.039161205 0.021362782 0.136896130 0.157356260
## 1928 Aspm -0.303475860 -0.069002150 -0.312749860 -0.282440660
## 1929 Aspn -0.393883230 -0.737340900 -0.749736300 1.319354500
## 1930 Asprv1 -0.069636820 -0.304808620 -0.076324940 0.006585121
## 1931 Aspscr1 0.396581170 0.473322400 0.218332770 0.000000000
## 1932 Asrgl1 0.003315926 0.093575000 0.441460600 -0.565121650
## 1933 Ass1 -0.058725119 -0.138262990 -0.104673860 0.634132145
## 1934 Aste1 0.219672200 -0.523571000 0.084019660 0.069296840
## 1935 Astl -0.052782536 0.052858353 -0.164912220 -0.055449963
## 1936 Astn1 0.080560210 0.037288666 -0.011995316 0.020966530
## 1937 Astn2 -0.087647440 0.048762320 0.275604720 -0.234855180
## 1938 Asun 0.034814835 -0.257865900 -0.409358020 -0.153918270
## 1939 Asxl1 -0.612122540 -0.249297140 0.284358020 0.157302860
## 1940 Asxl2 -0.282641400 -0.378773700 -0.108150480 0.188420300
## 1941 Asxl3 -0.081360340 -0.011669636 -0.172207830 1.464535200
## 1942 Asz1 -0.086774826 0.076617720 0.134853360 0.044580460
## 1943 Atad1 -0.032534600 -0.136448860 -0.219730380 -0.060284615
## 1944 Atad2 -0.570100800 -0.599731450 -0.251369950 0.000000000
## 1945 Atad2b -0.131978990 -0.160138129 -0.308038717 0.388021480
## 1946 Atad3a -0.180307390 0.251884460 0.108745575 -0.515691760
## 1947 Atad5 -0.137761600 -0.264311300 0.136425020 -0.212763310
## 1948 Atat1 -0.186310770 -0.053399086 -0.068779945 0.297394280
## 1949 Atcay 0.000562000 0.117168430 0.092639446 -0.161753650
## 1950 Ate1 0.023499489 0.138206480 0.021942139 0.072919846
## 1951 Atf1 0.000000000 -0.050944330 0.381380080 -0.080170630
## 1952 Atf2 0.179534910 0.000000000 -0.052404404 0.138524060
## 1953 Atf3 1.577191400 0.155108930 -0.505344870 -0.132357120
## 1954 Atf4 0.126443860 -0.222522740 0.010672569 -0.260568620
## 1955 Atf5 0.033784866 0.017803192 0.006649971 0.160366060
## 1956 Atf6 0.030322075 0.014302254 0.004446983 -0.056725502
## 1957 Atf6b -0.177387710 0.068321230 0.107588290 0.115025040
## 1958 Atf7 0.016575813 -0.147312160 -0.243194580 0.162773130
## 1959 Atf7ip -0.041930200 0.172112460 -0.032724380 0.280160900
## 1960 Atf7ip2 0.008738995 -0.014633178 -0.023814917 -0.006114006
## 1961 Atg10 0.309282780 0.067293170 0.950739400 0.065059660
## 1962 Atg12 0.323026660 0.245521550 0.475224500 0.072825430
## 1963 Atg13 0.102543830 0.005930901 -0.286602970 -0.082713130
## 1964 Atg14 0.191434860 0.578383450 -0.066978455 -0.157872680
## 1965 Atg16l1 0.088175770 0.033474922 -0.248855110 0.000000000
## 1966 Atg16l2 -0.158463000 -0.109027386 0.000000000 -0.160598750
## 1967 Atg2a 0.013526917 -0.024318218 0.138202670 0.032308100
## 1968 Atg2b 0.106019250 0.175373554 -0.160612590 0.227226495
## 1969 Atg3 -0.344951630 -0.227250100 -0.066446304 -0.328443530
## 1970 Atg4a 0.071010113 -0.102887630 0.101434710 0.209281925
## 1971 Atg4b 0.054756165 0.114725110 -0.130845070 -0.253617760
## 1972 Atg4c 0.026933193 0.105392930 -0.554669860 0.162379740
## 1973 Atg4d -0.037943363 0.062902450 0.132063870 0.268291000
## 1974 Atg5 0.020421028 0.012404919 0.420072560 0.208474640
## 1975 Atg7 -0.060166360 0.022589684 -0.034598827 -0.060853004
## 1976 Atg9a -0.110146046 0.075133800 0.529205300 0.019292831
## 1977 Atg9b 0.009710312 0.116023060 -0.035817623 0.273661140
## 1978 Athl1 -0.331285950 0.011168480 -0.164759160 -0.190450190
## 1979 Atic -0.519025800 -0.485777850 -0.219253540 0.170160300
## 1980 Atl1 -0.110548496 0.181627270 0.157958510 0.800990100
## 1981 Atl2 0.967502600 0.469668400 0.481983180 -0.092613220
## 1982 Atl3 -0.051119804 0.154952050 0.199691770 0.114895820
## 1983 Atm 0.268318650 0.464052680 -0.030241013 -0.003759861
## 1984 Atmin -0.206511970 0.635877600 0.033595562 0.215432170
## 1985 Atn1 0.147254470 0.194394110 0.011905193 0.046775340
## 1986 Atoh1 -0.073738100 0.011310101 0.000000000 -0.024712086
## 1987 Atoh7 0.021720886 -0.000955000 0.000000000 -0.099776270
## 1988 Atoh8 -0.029994965 -0.013054848 0.202354910 0.241861340
## 1989 Atox1 0.576429370 0.693795200 0.435016630 -0.587987900
## 1990 Atp10a 3.963256800 3.664324800 3.657563200 -0.611001500
## 1991 Atp10b 0.055066110 0.042085648 0.033470154 -0.037159920
## 1992 Atp10d 0.382979400 0.240583420 0.354445460 -0.133142470
## 1993 Atp11a 1.008743300 0.941878300 0.634629250 0.438064580
## 1994 Atp11b 0.791049960 0.648209600 0.497174260 0.011477470
## 1995 Atp11c 0.375648500 0.105120660 -0.059685707 0.000000000
## 1996 Atp12a 0.065641405 -0.027847767 -0.004884005 0.062643530
## 1997 Atp13a1 -0.066186430 -0.148311140 0.120363710 0.281904700
## 1998 Atp13a2 -0.120332720 -0.065398690 -0.078800200 0.012556553
## 1999 Atp13a3 -0.038352491 -0.133040188 -0.207620385 0.048560858
## 2000 Atp13a4 0.040598870 -0.041417600 0.136644840 0.030378342
## 2001 Atp13a5 0.277258870 0.271492480 0.469477180 0.060478210
## 2002 Atp1a1 -0.048435210 0.100703240 0.415939330 -0.563365000
## 2003 Atp1a2 0.482436660 0.511552800 0.655806060 -0.083093170
## 2004 Atp1a3 -0.003542900 0.000000000 0.130496030 -0.070835590
## 2005 Atp1a4 0.078109264 0.060535908 0.072311880 -0.106984140
## 2006 Atp1b1 -0.418649200 -0.084063530 -0.630749700 -0.897718400
## 2007 Atp1b2 -0.201586250 -0.303655150 -0.062472820 1.018601400
## 2008 Atp1b3 -0.008804798 -0.307303435 0.000000000 -0.782859805
## 2009 Atp1b4 0.081851006 0.093899730 0.196340080 -0.199269300
## 2010 Atp2a1 -0.066082954 0.000000000 0.042922497 0.119165420
## 2011 Atp2a2 0.364143370 0.362899780 0.147957800 -0.279441830
## 2012 Atp2a3 -0.313350680 -0.100456715 -0.542104700 0.053267480
## 2013 Atp2b1 0.102813720 0.036087990 -0.050833702 -0.032795906
## 2014 Atp2b2 -0.026454449 -0.069242000 0.012059689 0.034697056
## 2015 Atp2b3 0.049444200 -0.097458360 -0.173571110 -0.077725410
## 2016 Atp2b4 -1.114898200 -1.522707500 -1.287710700 0.522327400
## 2017 Atp2c1 0.511295300 0.572140700 0.352950100 -0.269515040
## 2018 Atp2c2 0.191785340 -0.025456429 0.000000000 -0.013760090
## 2019 Atp4a 0.044965267 -0.070598125 -0.041908740 -0.122676370
## 2020 Atp4b 0.007368565 -0.059530735 0.021301270 -0.046129704
## 2021 Atp5a1 -0.456044200 -0.211630820 -0.119912150 -0.291939740
## 2022 Atp5b 0.005696297 0.000000000 -0.056714058 -0.318323140
## 2023 Atp5c1 -0.136261940 -0.030364990 0.122251510 -0.092006680
## 2024 Atp5d -0.280074120 0.029591560 0.132720000 -0.199798580
## 2025 Atp5e 0.000000000 0.058524130 0.089008330 -0.202351570
## 2026 Atp5f1 0.077991963 0.071143150 0.093106745 -0.176404955
## 2027 Atp5g1 -0.297704695 -0.322949885 -0.438089370 -0.361764905
## 2028 Atp5g2 -0.133193967 0.190428733 -0.181323370 -0.299974757
## 2029 Atp5g3 -0.041920662 0.025126457 0.045605660 -0.353074070
## 2030 Atp5h 0.163824397 0.181948660 0.169537227 -0.257438663
## 2031 Atp5j 0.074103355 0.245366100 0.090017320 0.196408270
## 2032 Atp5j2 0.043204308 0.301428800 -0.112780570 0.005584717
## 2033 Atp5k -0.097233770 0.232295040 -0.087527275 -0.185951230
## 2034 Atp5l 0.016393662 0.010640314 -0.258297602 -0.162548858
## 2035 Atp5o -0.022762299 -0.127793310 0.215480800 -0.065024376
## 2036 Atp5s 0.002303600 0.074498650 0.509757500 0.069259170
## 2037 Atp5sl -0.235751150 0.174778940 0.509521960 -0.101316930
## 2038 Atp6ap1 -0.081493380 0.052455902 0.321665760 -0.501306530
## 2039 Atp6ap1l 0.000000000 0.010752201 0.081176760 0.040048600
## 2040 Atp6ap2 0.070657730 0.000000000 -0.321402550 -0.217408180
## 2041 Atp6v0a1 1.242054000 1.148973500 0.669851300 0.034256935
## 2042 Atp6v0a2 -0.016912460 0.105374335 0.470271120 0.078371050
## 2043 Atp6v0a4 -0.158118250 -0.182881360 -0.047034264 -0.103515625
## 2044 Atp6v0b 0.000000000 0.000483000 0.048437120 -0.240836140
## 2045 Atp6v0c 0.041153590 0.058900514 0.310128847 -0.098591805
## 2046 Atp6v0d1 -0.095324520 -0.268361100 0.363318440 -0.783543600
## 2047 Atp6v0d2 -0.074390410 -0.004358292 -0.106140140 0.027286530
## 2048 Atp6v0e -0.222266200 -0.240557670 -0.082953450 -0.239381790
## 2049 Atp6v0e2 0.225230700 0.801492200 0.444372180 0.222820760
## 2050 Atp6v1a 0.175911900 0.323996540 0.240165710 -0.540911700
## 2051 Atp6v1b1 -0.063916210 -0.083755970 0.213651180 -0.127999780
## 2052 Atp6v1b2 0.035520554 -0.026311874 -0.029996872 -0.289394380
## 2053 Atp6v1c1 0.204154970 -0.062064170 0.006022453 -0.254055980
## 2054 Atp6v1c2 -0.124199870 0.000000000 0.029819489 0.040726660
## 2055 Atp6v1d 0.142545700 0.228414540 0.000000000 -0.311442380
## 2056 Atp6v1e1 -0.236623760 0.336657520 -0.072715760 -0.144922260
## 2057 Atp6v1e2 0.017329693 -0.210299490 0.017329693 0.090973380
## 2058 Atp6v1f -0.245018955 0.421831130 0.184669970 -0.384144310
## 2059 Atp6v1g1 -0.143608095 -0.083213809 0.060895444 -0.146562580
## 2060 Atp6v1g2 -0.075059890 -0.207272530 -0.084497450 -0.100193500
## 2061 Atp6v1g3 -0.158368590 -0.059540750 -0.110615730 0.000000000
## 2062 Atp6v1h 0.113963130 -0.046289444 0.449845300 0.050491333
## 2063 Atp7a 0.815732960 -0.058711052 0.685625100 -0.056771280
## 2064 Atp7b 0.068539620 -0.056495667 0.046797752 -0.051584720
## 2065 Atp8a1 1.119463900 1.082470900 0.826033600 -0.130852700
## 2066 Atp8a2 0.000000000 -0.057163715 0.147279260 -0.132240300
## 2067 Atp8b1 -1.400661000 -1.988368500 0.040530680 1.114992600
## 2068 Atp8b2 -0.047828197 0.000000000 0.503567700 0.175570960
## 2069 Atp8b3 0.000000000 0.008079052 0.071508410 0.034158707
## 2070 Atp8b4 -0.221702580 -0.072116850 -0.117971420 -0.038708687
## 2071 Atp8b5 0.342275140 0.683858900 -0.708517550 1.682410700
## 2072 Atp9a -0.520944600 -0.221308710 -0.136824130 1.206152000
## 2073 Atp9b 0.270864500 0.080395700 0.184516900 0.085476875
## 2074 Atpaf1 0.241063830 0.209955930 -0.083233358 -0.364130735
## 2075 Atpaf2 -0.206877230 -0.654881000 0.514783860 0.121691704
## 2076 Atpif1 -0.443067550 -0.381935120 -0.777928350 -0.438614850
## 2077 Atr 0.019646883 0.015857459 -0.062647584 0.158774136
## 2078 Atraid 0.106264114 0.123062134 0.383430480 -0.123217580
## 2079 Atrip 0.168298720 0.165772910 -0.173738000 0.203355310
## 2080 Atrn -0.147504328 -0.169645309 0.000513080 0.505270955
## 2081 Atrnl1 0.143849370 -0.093333244 0.100596430 0.206547740
## 2082 Atrx 0.263402000 0.154501910 -0.212831500 0.175633430
## 2083 Atxn1 0.194152360 0.006941795 -0.328226100 0.524087400
## 2084 Atxn10 -0.343925480 -0.264912600 -0.436014180 -0.810254100
## 2085 Atxn1l 0.000000000 -0.024588108 -0.061988830 0.226996420
## 2086 Atxn2 0.016168594 0.000000000 0.009674072 0.212466240
## 2087 Atxn2l -0.177865030 0.044809340 -0.022408485 -0.087369920
## 2088 Atxn3 0.104165080 -0.061644554 0.067713740 0.553986550
## 2089 Atxn7 0.207255360 0.327737800 -0.159076690 0.174043660
## 2090 Atxn7l1 -0.304487705 -0.631106360 -0.129455330 -0.066547869
## 2091 Atxn7l3 0.053360940 0.356945040 -0.339374070 -0.154689310
## 2092 Atxn7l3b -0.013928891 0.356851330 0.353277445 0.090632675
## 2093 AU015228 0.128791810 0.111883160 0.209831710 0.186963080
## 2094 AU015836 -0.018805980 0.009630680 0.095346450 0.076615330
## 2095 AU018091 -0.259455200 -0.197740550 0.017669200 0.114411830
## 2096 AU019823 0.518342000 0.281272900 -0.019712448 0.432749750
## 2097 AU019990 -0.068969250 0.087336060 -0.007799149 0.038975240
## 2098 AU021092 0.912117960 1.266673100 0.628591540 0.136018750
## 2099 AU022252 -0.130242350 0.099980354 0.647752760 -0.085414410
## 2100 AU022751 -0.090605736 -0.028388023 0.020809174 0.351943500
## 2101 AU023871 -0.170158860 -0.151764400 -0.162542340 -0.236004350
## 2102 AU040096 0.161785600 0.261206630 0.290273200 -0.127941130
## 2103 AU040320 0.052097320 0.013134003 0.114246845 -0.006419659
## 2104 Auh -0.234822270 0.270661830 0.793325900 0.182301520
## 2105 Aup1 -0.169875140 -0.284455300 -0.199646950 0.213281630
## 2106 Aurka -0.197094920 -0.108189580 -0.452085970 -0.271755220
## 2107 Aurkaip1 -0.157925600 0.184206010 0.140951160 -0.234088900
## 2108 Aurkb -0.185425280 -0.110224724 -0.140980720 -0.100855830
## 2109 Aurkc -0.042127728 -0.036047578 0.086423159 0.039389252
## 2110 Auts2 0.951741700 0.537668700 0.514376640 1.704804000
## 2111 AV320801 -0.005456448 0.022206545 0.037269353 -0.025875568
## 2112 Aven -0.254486560 -0.810715200 0.080791950 -0.234721660
## 2113 Avil 0.242599960 0.081346035 -0.199326990 0.182401660
## 2114 Avl9 0.780859000 0.493701930 0.511491800 -0.014719963
## 2115 Avp -0.007367611 -0.017606735 0.060028553 0.000000000
## 2116 Avpi1 -0.181757450 0.158809190 0.374306200 0.045634747
## 2117 Avpr1a -0.045752050 -0.237753870 -0.174901010 0.020923615
## 2118 Avpr1b 0.090284350 0.228440760 0.053581715 -0.050865173
## 2119 Avpr2 -0.087202070 -0.105056286 0.071212770 0.195217610
## 2120 AW112010 0.115295410 -0.716895100 -0.326327320 0.958186150
## 2121 AW146154 0.084877970 -0.025876522 0.106659890 0.272682670
## 2122 AW209491 0.062091350 0.176018240 0.110489845 -0.026249409
## 2123 AW549877 0.011534691 0.115111350 -0.609630600 0.000000000
## 2124 AW551984 0.000000000 -0.024605751 0.000000000 0.011129856
## 2125 AW554918 0.363767620 0.280427930 -0.049410820 0.334053040
## 2126 AW822252 -0.321240900 0.030356407 0.033763885 0.155504700
## 2127 Awat1 0.000000000 0.000000000 0.008000374 -0.039300920
## 2128 Awat2 0.001609325 -0.092656610 0.112037180 -0.075706480
## 2129 Axdnd1 -0.062747955 0.000000000 -0.029426575 -0.098953250
## 2130 Axin1 0.063848495 0.000000000 0.418380260 -0.147851470
## 2131 Axin2 1.423463800 2.351983000 2.046853000 -0.352406500
## 2132 Axl -0.036123276 -0.071462630 -0.166948800 -0.033692360
## 2133 AY036118 -0.008587837 0.029728890 -0.143733020 -0.147383690
## 2134 AY074887 -0.079525470 0.071107864 0.000000000 0.166401860
## 2135 AY358078 0.031789303 -0.030318260 -0.082793236 -0.001454830
## 2136 AY512915 0.054848670 0.155650620 0.120959280 -0.056951523
## 2137 AY512931 0.055558680 -0.032737255 -0.086549280 0.125768180
## 2138 AY512949 -0.035531044 -0.137573240 0.096872330 0.075564384
## 2139 AY702102 -0.128551960 -0.047010900 0.015423775 0.358898640
## 2140 AY702103 0.027505398 0.008692265 -0.055215360 0.073467255
## 2141 AY761184 0.052641870 0.071791650 -0.074313640 -0.280916200
## 2142 Aym1 0.102598190 0.117509840 0.021763325 -0.020431995
## 2143 Azgp1 -0.040353300 -0.225600240 -0.079348564 0.020393848
## 2144 Azi1 0.089917180 0.148376460 0.089052680 0.220823760
## 2145 Azi2 0.140665050 -0.088198660 -0.013586044 -0.098855020
## 2146 Azin1 0.295231820 -0.750738140 -0.563850400 0.120085716
## 2147 B020004J07Rik 0.128355980 0.158216950 0.088314060 -0.019098759
## 2148 B020018G12Rik 0.035256863 0.002073765 -0.023976803 -0.019941330
## 2149 B130006D01Rik 0.000000000 -0.185791490 -0.308701040 0.136609550
## 2150 B130016D09Rik -0.104791640 0.054560660 0.147553920 0.137861250
## 2151 B130024G19Rik -0.054816246 -0.007331371 -0.250918400 -0.235599520
## 2152 B230118H07Rik 0.472413060 0.829214600 0.609388800 0.199679370
## 2153 B230206H07Rik 0.438145640 0.192610260 0.298112870 -0.169530870
## 2154 B230207O21Rik -0.300618650 -0.082148550 1.129626300 0.038487434
## 2155 B230217C12Rik 0.000000000 -0.168327330 -0.060061455 -0.131396770
## 2156 B230219D22Rik 0.332234380 0.498662000 0.663792600 0.381221770
## 2157 B230319C09Rik -0.245041370 0.141194820 -0.259565830 0.045231342
## 2158 B230354O11Rik -0.114858150 0.000000000 0.455967900 -0.163206580
## 2159 B2m 0.000000000 -0.337830540 -0.434343340 0.065716740
## 2160 B330016D10Rik 1.026568400 0.265051360 0.763948900 0.076700210
## 2161 B3galnt1 0.361333850 0.056419850 0.195270540 0.000000000
## 2162 B3galnt2 0.091290474 -0.068690300 0.113816260 0.000000000
## 2163 B3galt1 -0.042528152 -0.209301000 -0.086214066 -0.054293156
## 2164 B3galt2 0.329516900 -0.098317620 -0.363596440 0.156006810
## 2165 B3galt4 0.096096990 0.153231620 0.734950540 0.147957320
## 2166 B3galt5 -0.004719257 0.069029810 -0.035933495 -0.041646957
## 2167 B3galt6 0.053161144 0.158431050 0.511252400 -0.225870130
## 2168 B3galtl -0.485583780 -0.138167380 -0.599093900 0.071655750
## 2169 B3gat1 -0.127193930 -0.016405582 0.034201145 0.210356240
## 2170 B3gat2 0.110923290 0.095641610 0.668972500 -0.055219650
## 2171 B3gat3 0.032494545 -0.051860332 0.141312600 0.209038260
## 2172 B3gnt1 0.320630070 0.738044740 0.919182800 0.058483124
## 2173 B3gnt2 0.559649470 0.540082930 0.667706500 -0.111587524
## 2174 B3gnt3 -0.695008300 -0.406044960 0.248537060 0.278762820
## 2175 B3gnt4 0.068606850 -0.016401290 0.121093750 0.000000000
## 2176 B3gnt5 -0.104450226 -0.177746770 -0.093608380 0.249471190
## 2177 B3gnt6 -0.199892040 0.064761640 -0.100028990 0.090477940
## 2178 B3gnt7 -0.026525974 0.016151905 -0.060460090 -0.027608871
## 2179 B3gnt8 -0.047459126 -0.143888000 -0.014501572 0.001307011
## 2180 B3gnt9 0.035845757 0.066041950 -0.059232235 -0.003067493
## 2181 B3gntl1 0.212276940 0.234848980 -0.153936390 0.106447700
## 2182 B430203G13Rik -0.355758670 0.152819630 -0.166172980 0.527273200
## 2183 B430209F14Rik 0.401381970 0.466085430 0.565127400 -0.187419890
## 2184 B430212C06Rik -0.001908302 0.000000000 0.040260790 -0.156279560
## 2185 B430306N03Rik -0.156399730 -0.017690659 -0.180172440 0.004192352
## 2186 B4galnt1 0.003470660 -0.082132578 -0.086003305 0.120815515
## 2187 B4galnt2 0.133729930 -0.093420506 -0.067652225 -0.144426820
## 2188 B4galnt3 -0.063097001 -0.037025343 -0.005978584 0.028626681
## 2189 B4galnt4 -0.041359900 0.016692638 0.194871900 0.020661830
## 2190 B4galt1 -0.002902985 -0.490425100 0.094983100 0.000000000
## 2191 B4galt2 0.071485996 -0.037864685 0.131057740 0.053368570
## 2192 B4galt3 0.015000343 0.174982070 -0.476368900 0.047679424
## 2193 B4galt4 1.013956500 0.883796200 0.900681000 0.440050600
## 2194 B4galt5 0.167291640 0.172675610 0.146816730 -0.016088486
## 2195 B4galt6 -0.325566300 -0.494088170 -0.551901800 -0.612984200
## 2196 B4galt7 0.129194740 0.000000000 0.080033300 0.194587230
## 2197 B630005N14Rik -0.032462120 0.016252518 -0.263049130 -0.043622970
## 2198 B630019K06Rik 0.080610275 0.210852150 0.047470570 0.238513950
## 2199 B830017H08Rik 0.202090740 0.037399770 0.181670190 -0.132969860
## 2200 B930036N10Rik -0.015895367 -0.031429290 0.086542610 0.033521175
## 2201 B930041F14Rik 0.327014450 0.723019600 0.737464900 0.081600190
## 2202 B930078G14Rik 0.127560620 0.000000000 0.324139600 -0.144943710
## 2203 B930095G15Rik 0.131202700 0.126543050 -0.060356617 0.902774800
## 2204 B9d1 0.264088630 0.144120220 -0.266194340 0.315099720
## 2205 B9d2 -0.221282480 0.019213200 -0.303215500 -0.002608299
## 2206 Baalc -0.009569645 0.245461940 0.129973890 -0.002487183
## 2207 Baat -0.137956140 0.026529312 -0.028409481 0.114662170
## 2208 Babam1 -0.191316600 0.312330250 0.647237800 0.000000000
## 2209 Bace1 0.055542946 -0.006679058 -0.005686283 -0.202650550
## 2210 Bace2 -0.297893285 -0.522781850 -0.394849775 -0.065823080
## 2211 Bach1 1.063849400 0.224352840 0.056435585 -0.193785670
## 2212 Bach2 0.235291000 -0.067643640 -0.204401500 0.089218620
## 2213 Bad 0.178333760 0.015082359 0.000000000 -0.100977900
## 2214 Bag1 -0.043970108 0.192752840 0.088460920 0.048452377
## 2215 Bag2 0.100025180 0.166065220 0.237272260 -0.138607500
## 2216 Bag3 0.466941830 -0.035594940 -0.090667725 0.189205170
## 2217 Bag4 -0.100577355 -0.080139400 0.075103283 0.150425913
## 2218 Bag5 -0.431075100 0.017029762 -0.063353540 0.122259140
## 2219 Bag6 -0.227475170 0.101895330 0.136409760 0.066212654
## 2220 Bahcc1 -0.049406530 0.000000000 0.192997460 0.503214360
## 2221 Bahd1 0.119710445 0.063200950 0.000000000 0.221917630
## 2222 Bai1 0.040348530 -0.062832830 -0.165273190 0.001325607
## 2223 Bai2 -0.001205921 0.098993300 -0.025279999 0.214327340
## 2224 Bai3 0.005153656 0.176157470 -0.007081509 -0.079607960
## 2225 Baiap2 0.271459100 0.608451370 0.564250950 -0.192467690
## 2226 Baiap2l1 1.709710600 1.400022000 1.498337700 -0.037826538
## 2227 Baiap2l2 -0.048457146 -0.078487396 0.224911690 0.038847446
## 2228 Baiap3 0.033541680 0.142349720 -0.114171505 -0.055775166
## 2229 Bak1 -0.543706900 -0.057498455 0.238164663 -0.033846140
## 2230 Bambi 0.046746254 -0.311661720 -0.415856840 -0.191105370
## 2231 Banf1 -0.046436310 0.039520264 0.300516130 -0.181402200
## 2232 Banf2 -0.129282000 -0.093965050 0.018462181 0.037769794
## 2233 Bank1 -0.130939960 -0.076177120 -0.105609894 -0.124896530
## 2234 Banp 0.011152744 -0.139711860 -0.216323380 0.109834194
## 2235 Bap1 -0.021721840 0.236837390 0.498124120 0.012146950
## 2236 Bard1 -0.097230592 -0.235094864 -0.102866014 -0.117715993
## 2237 Barhl1 -0.084635260 0.057816030 -0.077845570 0.043461800
## 2238 Barhl2 0.098563194 -0.004692078 0.080247880 0.037107944
## 2239 Barx1 -0.049733162 -0.026566505 -0.061982155 -0.186509610
## 2240 Barx2 -0.116062164 0.023508072 0.061018944 0.026271343
## 2241 Basp1 -0.273295880 0.244560240 -0.119044304 -0.092146870
## 2242 Batf 0.219622610 0.202210430 0.074209210 -0.231809140
## 2243 Batf2 -0.071977140 0.186207770 -0.024046421 0.000000000
## 2244 Batf3 -0.030565262 -0.000499000 0.028027534 0.018619060
## 2245 Bax -0.366148000 -0.014612198 0.448202130 0.117107390
## 2246 Baz1a -0.929299350 -0.919209500 -0.973687200 0.144263270
## 2247 Baz1b -0.067487720 0.029664993 0.091130260 0.177104950
## 2248 Baz2a -0.076864240 -0.019899368 0.015976906 0.000000000
## 2249 Baz2b 0.124628070 0.043998720 0.070907590 0.571378700
## 2250 BB014433 -0.067935940 -0.114840984 -0.137075900 0.027654648
## 2251 BB287469 -0.022025585 -0.035744667 0.034839630 0.025711536
## 2252 Bbc3 -0.023985863 -0.000283000 0.145935540 0.236179830
## 2253 Bbox1 0.182531830 0.135103700 -0.093033314 -0.033792973
## 2254 Bbs1 -0.153645990 0.132189750 0.079558370 0.047606945
## 2255 Bbs10 -0.118472100 -0.089908600 0.156817910 0.029966831
## 2256 Bbs12 -0.091745850 0.121136190 0.704910760 0.271923070
## 2257 Bbs2 0.293583400 0.467278000 0.192998890 -0.177284720
## 2258 Bbs4 0.515704630 0.665374760 0.303415300 -0.237494950
## 2259 Bbs5 -0.020193100 0.271134850 -0.369105820 0.110278610
## 2260 Bbs7 0.373150350 0.273253920 0.462088580 -0.004037380
## 2261 Bbs9 0.358929630 0.538881300 0.000000000 0.137654300
## 2262 Bbx 0.257801530 -0.026970387 -0.055458546 0.181805610
## 2263 BC002059 0.246957780 -0.179588800 0.793068400 -0.191097740
## 2264 BC002189 0.174893860 0.016870022 -0.139950280 -0.093831060
## 2265 BC003331 0.451083180 0.097660065 -0.464281080 0.026766777
## 2266 BC003965 -0.243108270 -0.089218140 -0.152316100 -0.066113470
## 2267 BC004004 -0.338773730 0.091240880 0.000000000 -0.094637870
## 2268 BC005537 0.054367065 -0.196194650 -0.392379760 0.000000000
## 2269 BC005561 0.265667920 0.202150340 -0.048114777 0.000000000
## 2270 BC005624 0.142777918 -0.029889109 0.305796150 0.144878869
## 2271 BC005685 0.847557380 -0.229111673 -0.379000503 -0.767107480
## 2272 BC005764 0.068630695 0.039452553 0.075614450 -0.155993940
## 2273 BC006965 -0.040978194 0.049333095 0.018748283 0.076746227
## 2274 BC016423 0.188934330 0.004042625 -0.158245090 0.235929490
## 2275 BC016548 -0.012687206 0.014906406 0.011195660 0.082610610
## 2276 BC016579 0.025034904 0.000000000 0.150186060 0.173734190
## 2277 BC017643 -0.223251340 -0.398458960 0.367339600 -0.129342560
## 2278 BC018242 -0.088918210 0.064262870 0.273325920 0.115518090
## 2279 BC018473 -0.091049670 -0.074009895 -0.002261639 0.073232174
## 2280 BC018507 -0.181063650 0.038364410 0.555839540 0.403909680
## 2281 BC021614 -0.197165970 0.164423470 -0.156977650 -0.246194840
## 2282 BC021785 -0.080014706 -0.022328854 -0.060147285 -0.015866280
## 2283 BC021891 0.120338920 -0.043043137 0.145042900 -0.028907299
## 2284 BC022687 0.119324684 -0.140012260 0.163611890 -0.119334700
## 2285 BC022713 -0.209193230 0.179577350 -0.099048615 0.002100945
## 2286 BC023105 -0.058592320 -0.083901405 -0.145714760 0.028524876
## 2287 BC023829 0.037739754 -0.211798670 0.017380714 0.041576385
## 2288 BC024139 0.030350685 0.099882600 0.051475048 0.013164043
## 2289 BC024582 0.013028145 0.007671356 0.038143158 -0.197341920
## 2290 BC025446 -0.092439175 -0.065025330 0.006888390 0.072957990
## 2291 BC025920 0.095626830 -0.060897827 0.076689240 -0.034465790
## 2292 BC026585 -0.518858900 -0.149374490 -0.526325700 0.302796840
## 2293 BC026590 0.253750320 1.035771800 -0.548654560 -0.500032400
## 2294 BC027072 0.048518180 0.000000000 0.121527195 0.035002710
## 2295 BC027231 0.191674230 0.068595886 0.025836945 -0.485016350
## 2296 BC028528 0.764712330 0.625685700 0.489304540 0.349751470
## 2297 BC029214 -0.010026455 0.041490555 0.144840240 0.101580620
## 2298 BC030307 0.047818660 -0.049030780 -0.001740933 -0.080099580
## 2299 BC030336 0.469440940 0.532230850 -0.189671040 0.202412130
## 2300 BC030476 0.091320515 0.171422960 0.080990790 -0.034468174
## 2301 BC030500 0.015739440 0.094017030 0.093965050 0.020195484
## 2302 BC030867 0.029154778 -0.108993050 -0.034811497 -0.046205044
## 2303 BC030870 0.000000000 0.196079730 0.255315780 -0.031171799
## 2304 BC031181 0.000000000 0.168364520 0.630566600 -0.442785260
## 2305 BC031361 1.150274800 -0.040451050 0.466692920 -0.207070830
## 2306 BC034090 -0.089795590 -0.094615940 0.008802891 -0.110491276
## 2307 BC034902 0.000000000 -0.021315575 -0.004968166 0.123230460
## 2308 BC035947 -0.063697340 -0.085705760 -0.038459300 0.228237150
## 2309 BC037034 -0.099158290 -0.157487870 0.209551810 -0.268039700
## 2310 BC037156 -0.024738312 -0.051599980 -0.045437336 -0.024004936
## 2311 BC043934 -0.277984620 0.047583580 -0.328243260 0.094047550
## 2312 BC048403 -0.040876627 0.176934000 0.130300045 -0.015535830
## 2313 BC048502 -0.081825730 -0.061153412 0.073082924 0.006874561
## 2314 BC048507 -0.062516690 0.070509434 0.000000000 -0.118963240
## 2315 BC048546 -0.077004430 0.080863950 0.170554160 0.079034330
## 2316 BC048562 0.019423485 -0.090247630 0.188272000 -0.241304400
## 2317 BC048609 0.212952140 -0.115925790 0.256822600 -0.197859760
## 2318 BC048671 -0.005536556 0.053627014 0.032145023 -0.083222390
## 2319 BC049635 -0.016949654 0.023938656 0.156703950 0.134225370
## 2320 BC049688 -0.088655470 -0.132369040 0.252045630 0.000000000
## 2321 BC049702 -0.114420414 0.079548836 -0.100630280 -0.081314090
## 2322 BC049715 0.027570248 -0.166628360 -0.062706950 -0.055099487
## 2323 BC049730 -0.007552147 -0.040843487 0.022404194 -0.011839867
## 2324 BC049762 -0.016212463 0.000000000 0.008290291 0.051818370
## 2325 BC051019 0.007954598 -0.157552240 -0.017203808 0.037713050
## 2326 BC051070 0.013816834 0.024163723 0.021934032 0.103940964
## 2327 BC051142 0.043755530 0.090235710 -0.213010310 -0.125463960
## 2328 BC051628 -0.013718605 -0.015200138 0.263106820 0.056602000
## 2329 BC051665 0.045385360 0.128241540 0.062045097 0.070901870
## 2330 BC052040 0.292102340 -0.128780840 0.672916400 -0.450392250
## 2331 BC053393 0.094672200 -0.040719032 0.000000000 0.000000000
## 2332 BC053749 -0.021665096 0.013687611 0.123887060 0.000000000
## 2333 BC055111 -0.022320270 0.087873460 0.100641250 0.105734825
## 2334 BC056474 0.012022972 0.152503010 0.576952000 -0.172201160
## 2335 BC061194 0.114688870 -0.057391167 -0.215330600 -0.030318737
## 2336 BC061237 0.075345040 0.317708500 0.007834911 -0.045236110
## 2337 BC065397 0.194499495 0.227892850 0.031414986 0.207525250
## 2338 BC068157 -0.027539730 -0.002149105 0.039572716 0.077627660
## 2339 BC068281 0.115388390 0.114819530 0.029241085 -0.009314060
## 2340 BC080695 -0.130884650 0.162278650 0.007738590 -0.029246330
## 2341 BC089491 0.006440640 0.019111633 0.126635550 0.025902271
## 2342 BC089597 -0.289989470 -0.048125744 -0.028189182 -0.004208088
## 2343 BC094916 -0.302368640 0.276216980 -0.116841790 -0.179841520
## 2344 BC096441 0.269020080 0.616334900 0.101383210 0.123801230
## 2345 BC100451 -0.321832660 -0.309136870 0.000000000 -0.138243200
## 2346 BC100530 0.019121647 0.112946510 -0.038867474 -0.014373779
## 2347 BC106179 0.611923200 0.597828400 0.478587150 0.438244820
## 2348 BC107364 0.258867260 0.321977620 0.407745360 -0.028669834
## 2349 BC117090 -0.087816715 0.000000000 0.041035175 -0.063413620
## 2350 BC147527 0.157026770 -0.047523975 -0.096607685 -0.087039470
## 2351 Bcam 0.202302930 0.275934220 0.343276020 0.223667140
## 2352 Bcan -0.030049324 0.173532490 0.148060800 0.020328045
## 2353 Bcap29 0.553010000 0.221618650 0.276711460 -0.397100450
## 2354 Bcap31 0.031875610 0.316572200 0.000000000 -0.230521200
## 2355 Bcar1 -0.086925510 0.000000000 0.013815880 0.096758840
## 2356 Bcar3 0.693589200 0.316838260 0.963220600 0.038584232
## 2357 Bcas1 -0.041180610 0.108374120 0.039022446 -0.105844975
## 2358 Bcas2 0.327345850 -0.006377220 0.054801940 -0.072402000
## 2359 Bcas3 0.095962050 -0.125470640 -0.098396780 0.017228127
## 2360 Bcat1 -0.001461983 -0.007436752 0.096857070 0.100017550
## 2361 Bcat2 -0.032251358 -0.139424800 0.010123253 -0.047969818
## 2362 Bccip -0.096859930 0.238433840 0.345842360 -0.239639280
## 2363 Bcdin3d -0.007954121 0.154950620 0.247151850 0.010721684
## 2364 Bche 4.649556600 4.440036300 3.862018000 0.077902794
## 2365 Bckdha 0.031124115 -0.045542717 0.302382000 0.174448970
## 2366 Bckdhb 0.226922990 -0.037364960 0.315200800 0.000000000
## 2367 Bckdk 0.128986360 0.129207130 -0.212733270 -0.174311160
## 2368 Bcl10 -0.021453380 -0.460560800 -0.338570600 0.057324410
## 2369 Bcl11a -0.045889378 -0.006512165 -0.099860670 0.014130116
## 2370 Bcl11b -0.045963287 0.157801630 0.052427770 0.006723404
## 2371 Bcl2 -0.257389310 -0.414541000 -0.264473440 0.512454275
## 2372 Bcl2a1a -0.471393600 -0.139533040 0.000000000 0.105275154
## 2373 Bcl2a1b -0.454154970 -0.165578840 -0.019163132 0.119246480
## 2374 Bcl2a1c -0.095073700 0.126050470 -0.001813412 -0.162083150
## 2375 Bcl2a1d -0.468463420 -0.191686150 -0.093211174 0.095434190
## 2376 Bcl2l1 0.405987740 0.633467700 0.682596200 0.252006530
## 2377 Bcl2l10 -0.022080421 -0.051273346 -0.001290798 0.026458263
## 2378 Bcl2l11 0.164632800 -0.191553120 -0.081079480 0.151475900
## 2379 Bcl2l12 -0.167922970 0.087632180 0.160432340 0.068838600
## 2380 Bcl2l13 -0.011021137 0.389933600 0.124601840 0.047961235
## 2381 Bcl2l14 -0.071330550 -0.017249107 -0.003378391 -0.049901962
## 2382 Bcl2l15 0.041993618 -0.087898730 0.000000000 -0.210055830
## 2383 Bcl2l2 -0.177571300 -0.027217388 0.000000000 0.000000000
## 2384 Bcl3 0.029056550 -0.470918180 0.502145770 -0.120746136
## 2385 Bcl6 0.168382640 0.129811290 0.000000000 -0.162641530
## 2386 Bcl6b 0.505368230 -0.290849700 -0.272520070 1.309477800
## 2387 Bcl7a -0.713108540 -0.697710040 -0.831589200 0.094295500
## 2388 Bcl7b 0.338913920 0.343153950 0.567248340 -0.587962600
## 2389 Bcl7c 0.011303902 0.112589360 0.175202370 -0.016154766
## 2390 Bcl9 -0.125626560 -0.266438960 0.455572130 0.271882060
## 2391 Bcl9l -0.128663540 -0.141707900 0.020188808 -0.018190860
## 2392 Bclaf1 0.047327995 -0.071491240 -0.112348560 0.206343650
## 2393 Bcmo1 -0.010336399 -0.006618977 -0.009828091 0.010513783
## 2394 Bco2 0.494186400 0.607021330 0.100446700 -0.006767273
## 2395 Bcor -0.440534600 0.003037930 -0.231686590 -0.011815071
## 2396 Bcorl1 0.097165110 -0.169552330 -0.035045147 0.000000000
## 2397 Bcr -0.003568650 0.166167500 0.156082870 0.009512425
## 2398 Bcs1l -0.051153183 0.144327160 -0.269960400 -0.316834930
## 2399 Bdh1 0.152710910 -0.135195260 -0.145840640 -0.050240040
## 2400 Bdh2 0.029397488 -0.035731792 -0.005030632 -0.016980171
## 2401 Bdkrb1 0.000000000 -0.019135952 0.011825085 0.064682960
## 2402 Bdkrb2 -0.004364014 0.200115200 -0.063156605 -0.246508600
## 2403 Bdnf -0.104084970 -0.034658432 0.062227726 -0.078630924
## 2404 Bdp1 0.303687100 0.033446312 0.120084760 0.334386830
## 2405 Bean1 -0.036424637 -0.067502500 0.158976550 0.268594740
## 2406 Becn1 0.000000000 0.188213350 -0.060860634 0.153415680
## 2407 Begain -0.060843945 0.017830372 -0.027021408 0.074457645
## 2408 Bend3 0.121505260 0.234520910 0.242587570 -0.241841800
## 2409 Bend4 -0.079591274 -0.098958015 0.044336796 0.042932510
## 2410 Bend5 0.882094400 1.125513600 0.907779700 0.467378140
## 2411 Bend6 -0.165574550 0.009850502 -0.142077920 0.085916996
## 2412 Bend7 0.193454270 -0.074065210 0.000000000 0.889083400
## 2413 Best1 -0.139074800 0.000000000 0.326599120 -0.041398050
## 2414 Best2 0.085619450 -0.030067444 0.112390520 0.003771305
## 2415 Best3 -0.091395855 -0.056534290 0.149523260 -0.020143032
## 2416 Bet1 0.658452030 -0.002324104 0.460009570 -0.305160050
## 2417 Bet1l 0.286847100 -0.030338287 0.036912918 -0.091445920
## 2418 Bex1 0.010294437 0.249702450 -0.072066784 0.000000000
## 2419 Bex2 0.000000000 0.000000000 -0.050486565 0.081032750
## 2420 Bex4 -0.118454220 -0.145666600 0.019310714 -0.081804275
## 2421 Bex6 0.019316196 -0.043161870 0.088498590 -0.040854930
## 2422 Bfar 0.035459040 0.286084650 0.120247364 0.182285790
## 2423 Bfsp1 -0.007750988 0.095582485 0.219419000 0.004957676
## 2424 Bfsp2 -0.008897781 -0.053109646 0.002164841 0.115348340
## 2425 Bglap 0.017508507 -0.008254051 -0.117481230 0.285012250
## 2426 Bglap2 0.089991570 -0.064014910 0.163599970 0.005707741
## 2427 Bglap3 0.138044360 0.039254190 -0.006822109 0.008448124
## 2428 Bgn -2.242827000 -1.551940900 -1.471411200 -0.259603500
## 2429 Bhlha15 0.147682670 -0.075163364 0.000000000 0.124756810
## 2430 Bhlha9 -0.022430420 0.024959564 0.098216060 0.023428917
## 2431 Bhlhb9 2.051354400 1.655160000 1.916070900 -0.032487392
## 2432 Bhlhe22 0.118964670 -0.002027035 -0.065503600 0.241362570
## 2433 Bhlhe23 -0.000814000 0.038139820 0.060601234 0.088678360
## 2434 Bhlhe40 1.505677700 0.459209440 0.666821000 -0.385155680
## 2435 Bhlhe41 -0.250524520 -0.382128240 -0.240332130 -0.366055000
## 2436 Bhmt -0.017433172 0.138571899 0.005359976 -0.071856022
## 2437 Bhmt2 0.000000000 0.047313213 0.149378300 0.052554130
## 2438 Bicc1 -0.158535950 -0.146752120 -0.132952215 0.078948973
## 2439 Bicd1 0.000000000 -0.005886555 -0.236618040 0.347408300
## 2440 Bicd2 -0.099480630 0.242420670 0.142847060 0.638398650
## 2441 Bid -0.126361850 -0.060961246 -0.272856700 -0.314936160
## 2442 Bik -0.059340477 0.043609142 -0.241974350 0.005258560
## 2443 Bin1 0.046783924 -0.072654250 0.280199530 0.175899030
## 2444 Bin3 -0.005426407 0.231897350 0.558567050 -0.389132980
## 2445 Birc2 0.207447050 0.124882700 -0.054189682 0.268799780
## 2446 Birc3 0.170154570 -0.154506680 0.000000000 0.361148830
## 2447 Birc5 -0.180233000 -0.284297470 -0.252007960 0.016599655
## 2448 Birc6 0.099032400 0.015172005 -0.055573463 0.252916340
## 2449 Birc7 -0.156773570 0.000000000 0.247679230 0.063961980
## 2450 Bivm 0.398366930 0.399215220 -0.460452080 0.114480495
## 2451 Blcap 0.023604393 0.341612820 0.129081730 0.180306430
## 2452 Blk 0.223022460 0.007997990 0.039772987 -0.048367023
## 2453 Blm 0.050710200 0.000000000 -0.027668476 -0.414030080
## 2454 Blmh -0.065407750 -0.036564827 0.028409004 -0.230507850
## 2455 Blnk -0.033952713 0.110315320 -0.191553120 -0.109791280
## 2456 Bloc1s1 -0.128288270 0.493011470 0.226665015 0.193883420
## 2457 Bloc1s2 -0.037387848 -0.017801285 -0.668332100 -0.423961885
## 2458 Bloc1s3 -0.044866085 0.000000000 0.109832290 -0.244306090
## 2459 Bloc1s4 0.071368694 0.116488930 0.262820720 -0.040598870
## 2460 Bloc1s5 0.107028484 0.019607544 -0.231877800 -0.275751600
## 2461 Bloc1s6 -0.113883020 -0.088866234 -0.242215160 0.169763090
## 2462 Blvra -0.283699500 0.000000000 -0.276489260 0.128654480
## 2463 Blvrb -0.032708168 0.109252930 0.083877560 0.161783700
## 2464 Blzf1 0.000000000 0.425647740 -0.259972570 0.155509950
## 2465 Bmf -0.114708420 -0.010294437 0.110428810 0.097798350
## 2466 Bmi1 0.377233500 0.189456940 0.002060890 -0.009525299
## 2467 Bmp1 -0.310548780 -0.335073000 -0.230597500 0.249984740
## 2468 Bmp10 0.000000000 -0.012662888 0.069569590 0.063209060
## 2469 Bmp15 0.249227050 0.240293500 0.168349270 -0.062742710
## 2470 Bmp2 0.032828330 -0.063461780 -0.003487110 -0.200101850
## 2471 Bmp2k 0.365878100 0.197313310 -0.145011900 -0.199083800
## 2472 Bmp3 -0.048037530 0.077450750 -0.146344660 0.070819855
## 2473 Bmp4 -0.648376000 -0.713412760 -0.513733860 0.052977562
## 2474 Bmp5 -0.039055347 -0.302484040 0.060992718 0.024463177
## 2475 Bmp6 -0.682051200 -0.620866800 -0.500733400 1.388769100
## 2476 Bmp7 -0.164927245 0.033018351 0.177717685 0.061527493
## 2477 Bmp8a -0.086393360 -0.027009487 -0.099626540 -0.131826400
## 2478 Bmp8b -0.028373241 0.059964657 0.024976730 -0.203228470
## 2479 Bmper -0.092535496 0.008169174 -0.090268610 0.026058197
## 2480 Bmpr1a -0.177263260 -0.261281500 -0.370741370 -0.214062210
## 2481 Bmpr1b -0.017888546 -0.044085503 0.106215954 -0.068618774
## 2482 Bmpr2 0.858360300 0.697789200 0.680008900 0.137619020
## 2483 Bms1 0.179483410 0.098162650 -0.033218384 0.483098980
## 2484 Bmx 1.082518600 1.280155200 0.522168160 -0.645738100
## 2485 Bmyc -0.075500010 0.011780739 0.304058070 0.000000000
## 2486 Bnc1 -0.090174675 0.064009670 -0.090454580 -0.108635426
## 2487 Bnc2 -0.093251230 -0.067203520 0.060805320 -0.046778202
## 2488 Bnip1 -0.055108070 0.350461960 -0.493620870 0.142761700
## 2489 Bnip2 0.355008130 0.290596000 0.138906480 0.088269230
## 2490 Bnip3 1.146513000 1.087846750 0.146360158 0.244700905
## 2491 Bnip3l 0.406799800 0.345752715 0.366957190 -0.103589535
## 2492 Bnipl 0.026633263 0.049283504 0.032579422 -0.093340400
## 2493 Boc 0.292373180 0.725428600 0.281864640 -0.065589430
## 2494 Bod1 0.115411280 0.231101990 0.000000000 0.111457825
## 2495 Bod1l 0.320191380 0.176680560 0.322573660 0.381912230
## 2496 Bok 0.074837210 0.376582150 0.168990610 -0.029063225
## 2497 Bola1 0.055392265 0.037458420 0.362167840 -0.129084110
## 2498 Bola2 -0.215065000 0.117207530 0.498960500 -0.238236430
## 2499 Bola3 0.140199660 0.241874700 0.302255630 -0.051356316
## 2500 Boll -0.010697365 -0.069407460 0.001506805 0.007840633
## 2501 Bop1 0.024302006 -0.112140180 0.006015301 0.119249820
## 2502 Bora -0.142907620 0.131299970 -0.435657980 -0.010039330
## 2503 Bpgm 0.056270600 0.211001400 0.073419570 -0.310951700
## 2504 Bphl 0.048610687 0.230203630 0.067298410 -0.230148790
## 2505 Bpi 0.043909550 0.035159110 0.019931316 -0.011642933
## 2506 Bpifa1 -0.044476510 -0.098914150 0.060213090 -0.021548748
## 2507 Bpifa2 0.007422924 -0.030268192 -0.062086582 0.142532830
## 2508 Bpifa3 -0.086801530 -0.122641090 0.006514072 0.156048770
## 2509 Bpifa5 0.036956310 0.107975480 0.137829780 0.169536590
## 2510 Bpifa6 -0.019230366 0.003048420 -0.038825990 0.046087740
## 2511 Bpifb1 -0.058799267 -0.039909363 -0.120773315 -0.032557964
## 2512 Bpifb2 -0.012819767 0.008367062 0.010693073 0.067872524
## 2513 Bpifb3 -0.021009922 0.009970188 -0.095095160 -0.024571419
## 2514 Bpifb4 0.036487580 0.005097389 0.115595820 -0.035706997
## 2515 Bpifb5 -0.033921240 0.033481598 0.149740220 0.217154030
## 2516 Bpifb6 0.057004450 -0.117910860 -0.087554930 -0.115771290
## 2517 Bpifb9a -0.006908417 0.022867680 -0.076858040 -0.186057570
## 2518 Bpifb9b 0.005087376 -0.136614800 -0.284089570 -0.002926827
## 2519 Bpifc 0.027151585 0.040718080 0.165672300 0.012936592
## 2520 Bpnt1 0.040382385 0.092943190 0.000000000 -0.334499360
## 2521 Bptf 0.284370425 0.315908923 0.005491734 0.308818335
## 2522 Braf 0.098314285 0.365865700 -0.121047020 0.027151108
## 2523 Brap 0.203741070 0.035407066 0.001834869 0.100650790
## 2524 Brat1 0.064585210 -0.056968212 0.062663080 -0.077743050
## 2525 Brca1 -0.086777690 -0.108728410 -0.153627400 -0.195188050
## 2526 Brca2 0.142474170 -0.125248430 0.029351234 -0.145092960
## 2527 Brcc3 -0.069018364 -0.207995410 -0.167375560 0.175871850
## 2528 Brd1 -0.101692680 0.029646397 0.001415730 0.201311590
## 2529 Brd2 -0.213994980 -0.129796030 -0.330813400 -0.078381540
## 2530 Brd3 0.098134040 0.014162064 0.018918037 0.077803610
## 2531 Brd4 -0.008932114 0.018179893 0.102506640 0.289063450
## 2532 Brd7 -0.058853150 0.296485900 0.088738440 -0.211803440
## 2533 Brd8 -0.017456055 0.013384819 -0.245262150 0.238252640
## 2534 Brd9 0.000000000 0.182695390 -0.128252980 0.334737780
## 2535 Brdt 0.132721420 0.000000000 0.070427895 0.090021130
## 2536 Bre -0.053430557 0.051275253 0.804781900 0.067655560
## 2537 Brf1 0.002418275 0.108293295 0.219299075 0.182427645
## 2538 Brf2 0.171209340 0.399016860 0.612496850 0.603016400
## 2539 Bri3 0.271243100 -0.009124756 -0.073849680 -0.004649162
## 2540 Bri3bp -0.095772740 -0.103811264 -0.001212597 -0.180278780
## 2541 Brinp1 0.018843174 0.025669098 0.004159451 -0.043441772
## 2542 Brinp2 -0.000669000 0.128596300 0.025875092 -0.171590800
## 2543 Brip1 -0.794777400 -0.655396000 -0.576527100 -0.179636960
## 2544 Brix1 -0.145362850 -0.323594100 -0.106359480 -0.506541250
## 2545 Brk1 0.001776695 0.064574240 0.075420380 -0.525211330
## 2546 Brms1 -0.446784500 -0.272157670 -0.550150900 -0.011763573
## 2547 Brms1l 0.429093360 0.604235650 0.269783020 -0.147239690
## 2548 Brox 0.146224020 0.050670625 -0.093187810 0.187438010
## 2549 Brpf1 0.032220840 -0.015596390 0.096520900 0.045689106
## 2550 Brpf3 -0.205155370 0.030971527 -0.249892710 0.017556667
## 2551 Brs3 -0.023038387 -0.053750990 -0.069090370 0.104474545
## 2552 Brsk1 0.035481453 -0.103127480 -0.098004820 0.119415280
## 2553 Brsk2 -0.148309710 -0.077264310 -0.095716000 -0.186405180
## 2554 Brwd1 0.325686450 -0.038453102 -0.033832550 0.289344800
## 2555 Brwd3 0.201861380 0.142077450 0.004094601 -0.127177720
## 2556 Bscl2 0.000000000 -0.214048860 0.071527004 -0.187263970
## 2557 Bsdc1 0.395075800 0.250812530 0.408590320 0.096802710
## 2558 Bsg 2.118263200 2.205635000 2.094781900 0.086769104
## 2559 Bsn -0.103093625 0.018751858 0.007978200 0.035794810
## 2560 Bsnd -0.095652580 0.024940490 0.000000000 -0.153156760
## 2561 Bsph1 -0.010290146 0.023944855 0.047735214 0.164001940
## 2562 Bsph2 0.048794270 0.006159306 0.022936821 0.102490425
## 2563 Bspry -0.007089615 0.265234470 -0.215484140 -0.245527270
## 2564 Bst1 -0.082089424 0.000000000 0.279676440 -0.220969200
## 2565 Bst2 -0.536747930 -0.437792780 -0.181447980 0.422760960
## 2566 Bsx 0.060322285 -0.053143978 0.070571900 -0.123547080
## 2567 Btaf1 0.132549290 -0.450675000 -0.310277940 0.061429977
## 2568 Btbd1 0.035678386 0.149417880 0.268252370 -0.022324085
## 2569 Btbd10 0.114198685 -0.197143080 0.039371014 -0.089459420
## 2570 Btbd11 0.031375885 0.000000000 0.069089890 -0.004981518
## 2571 Btbd16 0.062459470 0.057756424 0.057476997 0.000000000
## 2572 Btbd17 -0.083855630 -0.096844670 -0.014390469 -0.112742900
## 2573 Btbd19 0.000000000 -0.191270830 -0.282489780 0.239553930
## 2574 Btbd2 -0.267213820 0.264091500 0.185693260 0.300601000
## 2575 Btbd3 -0.041085243 0.033747673 0.000000000 0.401614200
## 2576 Btbd6 0.146579270 0.069007400 0.103915215 0.216779710
## 2577 Btbd7 0.213858600 0.283430100 0.436071400 0.131030080
## 2578 Btbd9 -0.006608009 0.000000000 -0.509441850 0.418349270
## 2579 Btc -0.003974438 0.000000000 -0.092270374 0.075833800
## 2580 Btd 0.336124420 0.023871899 0.384022240 -0.164304730
## 2581 Btf3 -0.020281314 -0.023930073 0.100753548 -0.013565540
## 2582 Btf3l4 -0.005956650 0.063516141 -0.169614790 -0.194877625
## 2583 Btg1 -0.348543170 -0.470944400 -0.759708400 -0.014989853
## 2584 Btg2 1.094253500 -0.462323200 0.000000000 0.526606560
## 2585 Btg3 1.012764450 1.009218250 0.431784625 0.411506650
## 2586 Btg4 0.017992020 0.000000000 0.138317110 -0.013271809
## 2587 Btk -0.104242325 0.000000000 -0.011065006 0.273791800
## 2588 Btla -0.162389280 -0.139642240 0.154824730 0.283411980
## 2589 Btn1a1 0.006698608 -0.144118790 0.018867016 0.068764210
## 2590 Btn2a2 -0.060949326 -0.108320236 0.060173510 -0.104701040
## 2591 Btnl1 -0.100314140 0.096166610 -0.134824750 0.088192940
## 2592 Btnl10 -0.246716020 0.066990376 -0.050969124 -0.059656620
## 2593 Btnl2 0.120672700 -0.085693360 0.205948350 -0.040026665
## 2594 Btnl4 -0.024209023 0.188945770 0.000000000 -0.020695210
## 2595 Btnl5 0.017617543 -0.118864378 0.000707467 -0.051397960
## 2596 Btnl7 0.000000000 -0.085876940 0.000000000 -0.107740880
## 2597 Btnl9 -0.348480220 -0.274894240 -0.348804950 1.624464000
## 2598 Btrc -0.092137340 0.028368950 0.026620865 0.421449660
## 2599 Bub1 -0.480864520 -0.636234300 -0.411952500 0.127753730
## 2600 Bub1b -0.465351100 -0.208720680 -0.402611260 0.479347230
## 2601 Bub3 -0.005929947 0.066114426 0.521020900 -0.041250230
## 2602 Bud13 0.123889446 -0.035516262 0.030218601 0.148365500
## 2603 Bud31 -0.262519840 -0.189070700 0.015661240 -0.347527500
## 2604 Bves 0.057300568 -0.080016610 -0.118090630 0.000000000
## 2605 Bysl -0.045609950 0.287404060 -0.169234280 0.067537310
## 2606 Bzrap1 -0.054117203 0.082685470 -0.135717390 0.049455643
## 2607 Bzw1 0.002850533 -0.338841440 -0.266416550 -0.051348686
## 2608 Bzw2 -0.183139800 0.115193844 -0.117283344 0.078963280
## 2609 C030005K15Rik -0.052261830 0.000000000 0.008547783 0.107761860
## 2610 C030006K11Rik -0.040139200 0.105693820 0.037058830 -0.207569120
## 2611 C030016D13Rik -0.114121440 0.000000000 0.000000000 0.209873200
## 2612 C030034I22Rik 0.000000000 0.302953240 0.724452500 0.625179300
## 2613 C030039L03Rik -0.052365780 0.176687240 0.070490360 0.116560936
## 2614 C030046E11Rik 0.000000000 0.239892000 -0.156227110 1.226080000
## 2615 C130023O10Rik 0.120730400 0.306800370 -0.183891300 0.168125150
## 2616 C130026I21Rik -0.161692620 -0.099706650 -0.278064250 0.116137030
## 2617 C130026L21Rik 0.031697750 -0.004128456 -0.060121060 -0.172573090
## 2618 C130046B21Rik -0.085794450 0.127353190 0.063147070 0.367334840
## 2619 C130050O18Rik -0.269214630 -0.305834300 0.004897118 0.409080980
## 2620 C130060K24Rik -0.014838219 0.035379887 0.019274712 0.063883780
## 2621 C130074G19Rik 0.963303570 1.312991100 0.975781440 0.187591550
## 2622 C130079G13Rik 0.014120579 0.004724979 -0.023641110 -0.066897390
## 2623 C1d 0.264481070 -0.001706123 -0.528419500 0.013901234
## 2624 C1galt1 0.046099663 -0.136150360 0.031006813 -0.234222410
## 2625 C1galt1c1 0.292522430 -0.040863990 0.163184170 -0.168211940
## 2626 C1qa 0.000000000 0.067006590 0.429367540 -0.176532750
## 2627 C1qb -0.289171700 0.097361565 0.463050840 0.004224777
## 2628 C1qbp -0.324019430 -0.260416980 -0.021892548 -0.187263490
## 2629 C1qc 0.137893680 0.734169960 0.500367160 -0.267994400
## 2630 C1ql1 0.042633057 -0.042925835 -0.081606865 -0.333479880
## 2631 C1ql2 0.097891810 0.005135536 0.042397500 -0.076063156
## 2632 C1ql3 0.038402557 -0.279663560 -0.104486465 -0.010303974
## 2633 C1ql4 0.102464200 0.019550323 -0.053044320 0.000000000
## 2634 C1qtnf1 -0.781441200 -0.717116830 -0.436294560 1.059412000
## 2635 C1qtnf2 0.000000000 -0.140978340 -0.202182770 0.213865760
## 2636 C1qtnf3 -0.118905544 0.081603530 0.011860371 -0.077666280
## 2637 C1qtnf4 0.060433388 -0.002262592 -0.123171810 0.064949036
## 2638 C1qtnf5 -0.040988445 -0.005369663 0.014574528 0.023960590
## 2639 C1qtnf6 0.009067059 0.009067059 -0.068577290 0.366028800
## 2640 C1qtnf7 -0.101595880 -0.150215630 -0.132509710 0.116952420
## 2641 C1qtnf9 0.000000000 -0.154238700 0.008611679 4.128537000
## 2642 C1ra -0.081876280 -0.023935795 0.158031940 0.125948900
## 2643 C1rb -0.103213790 -0.026944160 -0.092236520 -0.034266950
## 2644 C1rl -0.061844826 -0.102144240 0.109888080 -0.067976475
## 2645 C1s -0.580570200 -0.254580020 -0.323139200 0.358301640
## 2646 C2 -0.029342651 -0.040331364 -0.132774350 -0.188849930
## 2647 C230004F18Rik 0.021600246 -0.088961124 -0.027874947 0.086060050
## 2648 C230030N03Rik -0.029472828 0.000000000 0.051089764 0.048802376
## 2649 C230052I12Rik -0.148571010 -0.031000137 -0.077031136 -0.027377129
## 2650 C230081A13Rik -0.280321120 -0.362692830 -0.420602800 0.688272500
## 2651 C2cd2 0.096925735 0.219008920 -0.269334800 0.071317670
## 2652 C2cd2l 0.164809230 -0.156875610 0.097961426 0.167256830
## 2653 C2cd3 0.181876180 -0.023096561 0.000000000 0.193274970
## 2654 C2cd4a 0.000000000 0.032107353 0.120477200 -0.023921967
## 2655 C2cd4b -0.147320982 -0.010970353 0.216795680 0.122932674
## 2656 C2cd4c 0.050076008 -0.061929226 0.003130913 -0.156837460
## 2657 C2cd5 0.259880070 0.174259660 0.000000000 -0.000670000
## 2658 C3 -1.047845800 -1.323426200 -1.055495300 -0.506352400
## 2659 C330007P06Rik 0.334130285 0.313027634 0.174048186 0.100763562
## 2660 C330018D20Rik -0.213528160 0.641198640 -0.002579212 -0.509041800
## 2661 C330021F23Rik -0.071356300 -0.010951042 0.032943726 -0.152518270
## 2662 C330024D21Rik 0.166491030 0.089169980 -0.069502350 -0.011353493
## 2663 C330027C09Rik -0.276954650 -0.356230740 -0.049307346 -0.190678600
## 2664 C3ar1 0.000000000 0.790373800 0.662403600 -0.418121340
## 2665 C4a 0.280570980 -0.078825950 0.262163160 0.090605260
## 2666 C4b -0.091804030 -0.074822426 0.551486000 0.023443699
## 2667 C4bp -0.076807976 -0.059356213 -0.034390450 -0.071755886
## 2668 C4bp-ps1 -0.044611930 -0.062664986 0.024288177 0.024523258
## 2669 C530005A16Rik -0.251553540 -0.185619350 0.174902440 -0.016263008
## 2670 C530008M17Rik 0.012322903 -0.032750607 0.144904139 0.063603875
## 2671 C5ar1 -0.403478620 0.042588710 -0.128354070 0.000000000
## 2672 C5ar2 -0.163605690 0.027194977 -0.163959030 -0.215398790
## 2673 C6 0.000000000 0.019695282 -0.000371000 -0.068020344
## 2674 C630004L07Rik 0.027132988 -0.028370857 0.018009663 0.078163624
## 2675 C730037M02Rik -0.001327038 -0.001908302 0.048712730 -0.074890610
## 2676 C77080 -0.005070686 -0.086224556 -0.012207508 0.017842293
## 2677 C77370 0.302150250 -0.008066654 0.130399700 -0.159638880
## 2678 C78339 0.036225320 -0.003880501 0.020985603 0.000000000
## 2679 C79130 -0.098226550 0.000000000 0.002686024 -0.008154869
## 2680 C87414 NA NA NA NA
## 2681 C87436 -0.058797360 0.193722720 0.933592300 -0.034174442
## 2682 C87499 0.039207935 -0.061825275 -0.001932621 0.008469105
## 2683 C87977 0.026000977 -0.003107071 -0.035288810 0.170994280
## 2684 C8a 0.032686234 0.047765730 -0.059900760 -0.022313595
## 2685 C8b -0.028572560 0.049832344 0.000000000 -0.193365100
## 2686 C8g -0.206215380 0.013401985 0.040417670 -0.142149450
## 2687 C9 0.000731000 0.029562473 0.053050995 -0.018432617
## 2688 Caap1 0.208073620 0.010244846 -0.113678930 0.145377160
## 2689 Cab39 0.289277550 0.164664032 0.162650350 -0.261445765
## 2690 Cab39l 0.139088630 0.024282932 0.240409370 -0.042190075
## 2691 Cabin1 0.114118576 0.160963060 0.361054900 0.011322498
## 2692 Cables1 0.746318800 0.225272660 0.150101660 -0.266372680
## 2693 Cables2 -0.099766730 -0.271667480 0.396251200 1.283067200
## 2694 Cabp1 0.014158249 0.213264470 -0.288245200 1.169195200
## 2695 Cabp2 0.075482370 0.122848510 0.104854584 0.052522182
## 2696 Cabp4 -0.142245770 0.000535000 -0.093689440 -0.164376260
## 2697 Cabp5 0.101431850 -0.008037090 0.078292850 0.032157898
## 2698 Cabp7 -0.028189182 0.000000000 0.121932510 -0.116804120
## 2699 Cabs1 -0.011064053 0.016400814 0.098623750 -0.123477460
## 2700 Cabyr 0.946496000 1.046206000 0.132916450 0.087508680
## 2701 Cacfd1 -0.083226443 0.176677942 0.474254845 0.090379951
## 2702 Cachd1 1.433816400 1.042188200 0.679393770 0.007194996
## 2703 Cacna1a 0.582451340 0.997422200 0.347714900 -0.073493960
## 2704 Cacna1b 0.000000000 -0.083097935 0.047574997 0.083187100
## 2705 Cacna1c -0.115248680 -0.173720360 -0.069822310 -0.079937935
## 2706 Cacna1d 0.072495460 0.041803360 -0.034556390 -0.092041016
## 2707 Cacna1e 0.346292500 0.122640610 0.516933900 -0.269184600
## 2708 Cacna1f -0.004855633 0.054636955 -0.035924435 0.063432220
## 2709 Cacna1g -0.033349514 0.038283825 0.014253140 -0.180273060
## 2710 Cacna1h -0.067121980 -0.006724358 0.106780530 0.143219470
## 2711 Cacna1i 0.071610930 -0.033175470 0.240985400 0.055984974
## 2712 Cacna1s 0.031468390 0.000000000 -0.020209790 -0.042572975
## 2713 Cacna2d1 -0.102748395 -0.177195070 -0.129936933 0.088079214
## 2714 Cacna2d2 -0.043702126 0.007224560 -0.060057163 0.048358917
## 2715 Cacna2d3 0.000000000 0.104077816 0.061898710 -0.040842056
## 2716 Cacna2d4 -0.089679240 -0.007024288 -0.139853000 0.126891610
## 2717 Cacnb1 0.373104100 -0.041779518 -0.218592170 0.440846440
## 2718 Cacnb2 -0.153130530 -0.033457281 0.009761573 0.213621145
## 2719 Cacnb3 -0.256687160 -0.076891420 -0.130912780 0.034465790
## 2720 Cacnb4 -0.036427498 -0.040854454 0.055783270 -0.080634120
## 2721 Cacng1 -0.107758520 -0.140088080 -0.331957820 0.160177230
## 2722 Cacng2 -0.038460730 0.061085700 0.004827499 -0.002543926
## 2723 Cacng3 0.070535180 -0.101240160 0.082709790 -0.073327540
## 2724 Cacng4 0.000000000 -0.047885418 0.123581890 -0.142494200
## 2725 Cacng5 0.018551826 0.010244846 0.065351010 -0.005454540
## 2726 Cacng7 0.552168850 0.000000000 -0.032033443 0.031777382
## 2727 Cacng8 0.030570030 -0.034816265 0.069151400 0.059999943
## 2728 Cactin -0.044452190 0.070394040 0.000000000 0.339776520
## 2729 Cacul1 0.016403198 -0.208850860 -0.543870000 0.022946358
## 2730 Cacybp 0.814702030 -0.149375920 0.244058610 -0.113254550
## 2731 Cad 0.081222534 0.207760330 0.199377060 -0.042642117
## 2732 Cadm1 0.972670560 1.214028400 1.035524400 -0.676109300
## 2733 Cadm2 -0.024612904 -0.023639202 0.226943020 0.020849705
## 2734 Cadm3 0.000000000 0.196202750 0.395426750 -0.238389020
## 2735 Cadm4 -0.101191520 0.258235450 0.185820100 -0.204011920
## 2736 Cadps -0.047288418 0.052339077 0.146167760 -0.016076088
## 2737 Cadps2 -0.059443474 -0.070437910 0.000000000 0.177359100
## 2738 Cage1 -0.017579556 0.013318539 0.053150177 -0.007232189
## 2739 Calb1 -0.033723354 0.000000000 -0.070535180 0.013914108
## 2740 Calb2 0.007894039 0.006636143 0.040220260 -0.017066479
## 2741 Calca -0.093730450 0.031347275 0.068661690 0.138830660
## 2742 Calcb 0.043439390 0.041193962 -0.167386050 -0.219728000
## 2743 Calcoco1 0.000696000 0.277958870 0.057228090 0.116081240
## 2744 Calcoco2 -0.005103350 -0.030728102 -0.069911004 0.047143698
## 2745 Calcr 0.067059994 -0.017271042 -0.015430927 -0.085121630
## 2746 Calcrl 0.034953117 -0.108125690 -0.036957740 0.000000000
## 2747 Cald1 -0.755481700 -0.320803640 -0.472668650 1.035640700
## 2748 Calhm1 0.060363293 -0.144430160 0.276294230 0.268362050
## 2749 Calhm2 -0.264645580 0.082055570 -0.137051580 -0.040219307
## 2750 Calm1 0.222973820 0.378022200 0.152109150 0.092271805
## 2751 Calm2 -0.247825145 -0.232089995 -0.211818220 -0.010992050
## 2752 Calm3 -0.301077840 0.016729355 -0.038642883 0.035196304
## 2753 Calm4 -0.044671535 -0.124222755 0.101243970 -0.204329010
## 2754 Calm5 0.029624939 0.008147240 0.019571304 -0.155503750
## 2755 Calml3 -0.024098873 0.000000000 0.039048670 0.083093170
## 2756 Calml4 -0.858925340 -0.815558430 -0.752673600 0.000000000
## 2757 Caln1 0.000000000 0.035052300 0.112313270 0.013594627
## 2758 Calr -0.260452270 -0.100191120 -0.267500880 -0.098311424
## 2759 Calr3 -0.113412380 0.012607098 0.012607098 -0.031952858
## 2760 Calr4 -0.004055500 0.002503395 -0.055692673 0.165736200
## 2761 Calu 0.070098880 0.073475840 0.209237100 0.270623200
## 2762 Caly 0.041098118 -0.082347870 0.072308540 0.000000000
## 2763 Camk1 -0.327906600 0.000000000 -0.136785500 -0.133292200
## 2764 Camk1d -0.016868591 -0.079172610 0.065811160 0.000000000
## 2765 Camk1g 0.012732029 0.026044846 -0.096107006 0.133372300
## 2766 Camk2a 0.048831940 0.050888060 0.000000000 0.015108109
## 2767 Camk2b 0.039291380 -0.032115936 -0.033238888 0.120973110
## 2768 Camk2d -0.248585700 -0.394892700 -0.390060420 0.064358710
## 2769 Camk2g -0.214455600 -0.083639145 -0.903649800 0.495770450
## 2770 Camk2n1 0.657445900 0.659432400 0.701176640 0.446687700
## 2771 Camk2n2 0.277118680 0.005414486 0.086021900 0.049761295
## 2772 Camk4 -0.143878460 0.094050410 -0.047736168 0.069797990
## 2773 Camkk1 -0.030995846 -0.014881134 -0.139437200 -0.095859530
## 2774 Camkk2 -0.373773100 -0.258093360 -0.158114910 0.129369740
## 2775 Camkmt 0.017971039 -0.729259970 0.126651290 -0.020585060
## 2776 Camkv 0.008340836 -0.018550396 0.073718070 0.018127918
## 2777 Caml 0.539701460 0.406155600 0.045224190 0.000000000
## 2778 Camp -0.118229866 0.054142952 -0.113072395 0.031380653
## 2779 Camsap1 -0.052562237 -0.149564740 -0.075788975 -0.271687980
## 2780 Camsap2 0.554670330 0.278418540 0.191661830 0.265454300
## 2781 Camsap3 0.000000000 0.000000000 0.118046760 -0.074111460
## 2782 Camta1 0.017486452 0.296890496 -0.044078471 0.181258561
## 2783 Camta2 0.097949980 0.044394493 0.260972980 -0.039957047
## 2784 Cand1 -0.152778630 -0.171201700 0.221317290 -0.053507805
## 2785 Cand2 0.101768490 -0.145119670 0.162160870 0.120252130
## 2786 Cant1 0.001255512 0.109736920 0.285016060 0.404644970
## 2787 Canx 0.000000000 0.048839570 0.185655600 -0.215146060
## 2788 Cap1 -0.248101230 -0.045671463 0.136883740 -0.175071720
## 2789 Cap2 -0.052374363 -0.053146362 0.000000000 -0.164428710
## 2790 Capg 0.000000000 0.476243970 0.534752850 -0.676935700
## 2791 Capn1 -0.627539630 -0.370929240 0.073917390 0.165748600
## 2792 Capn10 -0.060873510 -0.034169435 -0.091268060 0.120891570
## 2793 Capn11 -0.155404090 0.350812440 0.000000000 -0.024827957
## 2794 Capn12 0.020609379 0.134760380 0.272426130 0.116274830
## 2795 Capn13 -0.023935318 0.014505863 0.095737934 -0.092271330
## 2796 Capn15 -0.043747425 0.069712640 0.037654875 0.026721480
## 2797 Capn2 0.437354100 0.662278200 0.351832400 0.275158880
## 2798 Capn3 0.013087273 -0.008080483 -0.132931710 -0.006853104
## 2799 Capn5 -0.199406150 -0.154185300 -0.255362030 -0.528646000
## 2800 Capn6 -0.003643990 0.009682179 0.068300250 -0.081641200
## 2801 Capn7 0.246331210 0.254898070 0.204237940 0.000000000
## 2802 Capn8 0.000000000 -0.003208160 0.159551620 0.021286488
## 2803 Capn9 0.084414005 -0.054477215 -0.002213478 0.067931175
## 2804 Capns1 0.171478270 0.309111600 0.597041130 -0.076481820
## 2805 Capns2 -0.161432270 -0.010824680 -0.053392410 0.193076610
## 2806 Caprin1 -0.192103390 -0.053062440 -0.020148277 -0.095361710
## 2807 Caprin2 -0.069858550 -0.157836440 0.000000000 -0.110095500
## 2808 Caps2 -0.141364100 -0.065252780 0.090441230 -0.018444538
## 2809 Capsl -0.363597400 -0.350482000 -0.292715550 -0.287214280
## 2810 Capza1 -0.079375743 -0.247179030 -0.325245860 -0.257651805
## 2811 Capza2 0.049091340 -0.231401440 -0.362594600 -0.102369310
## 2812 Capza3 0.046409130 0.154366020 -0.054202080 0.041555880
## 2813 Capzb -0.253289220 0.000000000 0.282990460 -0.181390760
## 2814 Car1 0.009273052 -0.060934544 -0.059809685 -0.167441370
## 2815 Car10 -0.026033401 0.076974390 0.039254190 -0.056089878
## 2816 Car11 0.000000000 -0.072415350 -0.030279160 0.051115990
## 2817 Car12 -0.060516834 -0.075397015 0.005408287 -0.051448822
## 2818 Car13 -0.276335240 -0.408359530 0.281985280 -0.072603700
## 2819 Car14 1.708972000 1.566313700 0.948046700 0.171801090
## 2820 Car15 -0.010914803 0.823313240 0.013166428 0.091721060
## 2821 Car2 -0.016232490 0.517332100 -0.451200960 -1.996997400
## 2822 Car3 -0.247479440 -0.094968796 -0.076972485 -0.221752640
## 2823 Car4 0.994636540 1.012004900 0.351817130 0.107597350
## 2824 Car5a 0.705867295 0.955704950 0.781229500 -0.026795865
## 2825 Car5b 0.472640040 0.978078370 -0.169751170 -0.320919500
## 2826 Car6 -0.063242910 -0.035508633 0.043736458 0.019027710
## 2827 Car7 0.114873410 -0.292643550 0.163721560 0.495317940
## 2828 Car8 -0.506578900 -0.671897400 -0.890055660 3.017378800
## 2829 Car9 -0.028722286 -0.074229240 -0.039713383 -0.182773590
## 2830 Card10 0.057393074 0.116076470 0.006202698 0.252291680
## 2831 Card11 -0.008390904 0.007932663 -0.107828620 0.122367860
## 2832 Card14 -0.037581444 0.053069590 0.041685104 0.001651287
## 2833 Card6 0.029393673 -0.146952150 0.000000000 0.031395912
## 2834 Card9 -0.247634890 0.040584564 -0.165157320 -0.136354450
## 2835 Carf 0.000000000 0.388805870 -0.042946340 -0.139313700
## 2836 Carhsp1 -0.098514319 -0.224534035 0.173799518 0.086882828
## 2837 Carkd -0.015831470 -0.036206722 0.001117706 0.054053307
## 2838 Carns1 0.000000000 -0.153608800 0.144864080 0.140117170
## 2839 Cars -0.129369740 0.017320633 -0.243433950 0.062814710
## 2840 Cars2 -0.152832980 0.347513200 0.437098980 0.156917100
## 2841 Cartpt 0.000000000 0.052835464 0.063007355 0.011778832
## 2842 Casc1 0.000000000 -0.033495903 -0.121063230 -0.073140144
## 2843 Casc3 0.137362480 0.110229490 0.130558970 0.185906410
## 2844 Casc4 0.698413850 0.703664800 1.092264200 -0.719418050
## 2845 Casc5 -0.474907400 -0.524039750 -0.397110000 -0.259550570
## 2846 Casd1 0.430156700 0.306350700 0.293400760 -0.132375720
## 2847 Cask 0.032577515 0.049439430 -0.006505966 0.311414720
## 2848 Caskin1 -0.063670160 -0.020496368 0.021953106 -0.092016220
## 2849 Caskin2 -0.055507660 0.178799630 0.132480620 0.262418750
## 2850 Casp1 -2.413322400 -2.268113100 -1.787833200 0.650903200
## 2851 Casp12 0.392741680 0.806085600 1.791007000 0.662778850
## 2852 Casp14 0.065727234 0.130846500 0.060052395 -0.059868336
## 2853 Casp2 0.078203200 -0.118455890 -0.403771880 0.114177230
## 2854 Casp3 -1.000219800 -0.657865050 -1.153199200 -0.245200630
## 2855 Casp4 -0.296790120 -1.094872000 -0.228600980 0.337610240
## 2856 Casp6 0.613251200 0.749028200 0.919080260 -0.342520240
## 2857 Casp7 -0.177548410 -0.404117100 -0.048080920 0.009946823
## 2858 Casp8 -0.323886870 -0.320333480 0.074158670 0.051464080
## 2859 Casp8ap2 0.092428210 0.000000000 0.037732124 0.163706780
## 2860 Casp9 -0.186269760 0.007040978 0.051185608 0.294435020
## 2861 Casq1 -0.229544160 -0.207027440 -0.155778410 -0.032565594
## 2862 Casq2 0.065229416 -0.108228210 0.025925160 0.717438700
## 2863 Casr -0.001181126 -0.057529926 0.127951620 0.032855034
## 2864 Cass4 -0.039866209 0.044527054 -0.061952589 -0.074839355
## 2865 Cast 0.337044720 0.162302970 0.237383840 0.189311030
## 2866 Casz1 -0.126810788 -0.021718502 -0.089152100 0.411725755
## 2867 Cat 0.191522600 0.461990360 0.478458400 -0.075282100
## 2868 Catsper1 -0.102419850 0.016778946 0.000000000 0.009952545
## 2869 Catsper2 0.291899680 0.022786140 0.314734940 0.000000000
## 2870 Catsper3 0.092967030 0.297170160 0.589385030 -0.074835780
## 2871 Catsper4 0.024267197 -0.012431622 -0.023158550 -0.083481790
## 2872 Catsperb -0.032641410 0.019938469 -0.054649830 0.119704250
## 2873 Catsperd -0.047199726 0.000000000 0.040039062 0.008563042
## 2874 Catsperg1 0.110439780 -0.344082360 -0.387941360 0.231446740
## 2875 Catsperg2 -0.282970900 -0.151475900 -0.209267620 -0.114611626
## 2876 Cav1 0.593579300 0.556341200 0.310198780 1.455500600
## 2877 Cav2 0.346078870 0.459795950 0.324741360 0.810840600
## 2878 Cav3 0.023476124 -0.003169537 -0.217697140 0.122998240
## 2879 Cbfa2t2 0.155149940 -0.031002045 0.073380232 -0.159069298
## 2880 Cbfa2t3 -0.020363171 0.061453657 0.011593660 0.041001957
## 2881 Cbfb -0.226313590 -0.172985080 -0.102784160 0.013300896
## 2882 Cbl -0.058362007 -0.176077840 -0.051598550 -0.019122124
## 2883 Cblb -0.388323780 -0.492741580 -0.570719700 0.818866700
## 2884 Cblc 0.117536545 -0.031418324 0.129790780 0.004494190
## 2885 Cbll1 0.003880501 -0.121064186 -0.237022400 0.111145500
## 2886 Cbln1 -0.066228870 -0.007981300 0.024796009 0.254621030
## 2887 Cbln2 0.060684680 0.024459839 0.130177020 0.134129050
## 2888 Cbln3 0.030063152 0.000000000 -0.025643826 0.176969530
## 2889 Cbln4 -0.110905650 -0.015134811 0.007618904 -0.071877000
## 2890 Cbr1 0.296823980 0.198627470 0.427873600 -0.100604060
## 2891 Cbr2 -0.190008160 -0.233431820 -0.035615444 -0.400653360
## 2892 Cbr3 -0.109407900 0.545332900 0.375620370 0.102188110
## 2893 Cbr4 -0.103336334 0.210703850 0.658436800 0.051817894
## 2894 Cbs -0.036914825 0.067152500 0.130438330 0.002828598
## 2895 Cbwd1 0.707270600 0.523445100 0.620565400 -0.214693070
## 2896 Cbx1 0.081835750 0.217947000 0.391710280 0.070886610
## 2897 Cbx2 0.326089380 0.000000000 -0.059084415 0.000000000
## 2898 Cbx3 0.324569567 0.403842111 0.034947736 -0.053309168
## 2899 Cbx4 -0.420203200 -0.222924230 -0.162906170 0.019160270
## 2900 Cbx5 0.179494860 0.174061780 0.221554760 -0.247339250
## 2901 Cbx7 0.059861660 0.203353400 0.840714930 0.300534730
## 2902 Cbx8 0.083612440 0.090082170 0.031907080 -0.048738003
## 2903 Cby1 0.188420770 0.194686410 0.176761150 -0.140769960
## 2904 Cc2d1a -0.129475600 -0.068368910 0.101567270 0.306607250
## 2905 Cc2d1b 0.084656002 -0.148916246 -0.008550405 0.237741948
## 2906 Cc2d2a -0.222963810 0.326556680 -0.027380943 0.525488400
## 2907 Cc2d2b 0.026638746 -0.030250310 0.002237559 -0.024295091
## 2908 Ccar1 0.190893170 0.036606790 -0.126523020 0.049705505
## 2909 Ccar2 -0.221967220 -0.013465881 0.101367950 0.299773220
## 2910 Ccbe1 -0.001911163 0.031876564 -0.079567910 -0.037059307
## 2911 Ccbl1 0.000000000 0.000903000 1.178566000 0.000903000
## 2912 Ccbl2 -0.493929400 -0.009268761 -0.565455440 0.305375580
## 2913 Ccdc101 0.085921525 0.000000000 0.253715990 0.359149460
## 2914 Ccdc102a -0.224294660 0.351967330 0.017469883 0.066984180
## 2915 Ccdc103 -0.051809788 -0.054827213 0.043599606 0.007050514
## 2916 Ccdc104 0.324300770 0.459471700 0.418627740 0.074140550
## 2917 Ccdc105 0.080907820 0.131525520 0.022785187 0.106257440
## 2918 Ccdc106 -0.060603620 0.048291683 0.095428470 -0.137717250
## 2919 Ccdc107 0.037683487 0.375646100 0.652104400 -0.053812027
## 2920 Ccdc108 0.067397120 -0.067822460 0.117967606 -0.249555110
## 2921 Ccdc109b 0.309743400 1.472529400 0.257582660 -0.202101710
## 2922 Ccdc11 -0.012567520 0.181585790 -0.085562230 0.034358500
## 2923 Ccdc110 -0.011070728 0.079973220 0.200570100 -0.028291702
## 2924 Ccdc111 0.114082810 0.000000000 -0.229365830 -0.217680930
## 2925 Ccdc112 0.457431800 0.206775190 1.627220200 0.000000000
## 2926 Ccdc113 -0.040694237 -0.074246410 -0.037132740 -0.104148390
## 2927 Ccdc114 0.079697130 0.112209800 0.125637530 0.152758120
## 2928 Ccdc115 0.026777267 0.156428340 0.176143650 -0.207479480
## 2929 Ccdc116 0.000000000 0.083520410 0.068773750 -0.034251213
## 2930 Ccdc117 0.854524600 0.485151300 0.746120450 -0.202627180
## 2931 Ccdc12 0.369743110 0.538080690 0.104618310 -0.076914788
## 2932 Ccdc120 0.032792090 0.000000000 -0.052201270 0.075569150
## 2933 Ccdc121 -0.174649240 0.174370290 0.152952670 0.050323963
## 2934 Ccdc122 -0.014739990 0.021311283 -0.094072820 -0.116782190
## 2935 Ccdc124 0.158105850 0.068463326 0.288663400 -0.195200920
## 2936 Ccdc125 -0.139372830 0.273032200 0.508035660 0.562449460
## 2937 Ccdc126 0.200226300 0.084371090 0.500465870 -0.051597595
## 2938 Ccdc127 0.222290040 0.176512720 0.136217120 -0.124995230
## 2939 Ccdc129 -0.043129444 0.014962196 -0.032397270 0.192132470
## 2940 Ccdc130 -0.387658600 0.038359165 -0.016549587 -0.250515460
## 2941 Ccdc132 0.389504430 -0.120117664 0.124443054 -0.320926670
## 2942 Ccdc134 -0.140995030 -0.155017850 -0.038286210 -0.143186090
## 2943 Ccdc135 0.089232920 0.001947880 0.215812200 0.002191067
## 2944 Ccdc136 -0.132266040 -0.067950250 -0.149273400 -0.183081630
## 2945 Ccdc137 0.000000000 0.473666670 0.155889990 0.465069300
## 2946 Ccdc138 0.000000000 0.099349500 -0.478097920 -0.189099790
## 2947 Ccdc14 0.380337720 -0.229220870 0.401568400 0.000000000
## 2948 Ccdc141 5.384556000 5.186674000 4.725537300 -0.017915726
## 2949 Ccdc142 -0.029181004 0.159249300 0.115996840 0.000000000
## 2950 Ccdc144b -0.034123898 -0.003891945 0.000000000 0.038107872
## 2951 Ccdc146 -0.106118200 -0.095664024 -0.033371450 -0.010050297
## 2952 Ccdc147 -0.073198320 0.047376156 0.128947260 -0.016397476
## 2953 Ccdc148 -0.000691000 0.017185211 0.008686543 -0.217710020
## 2954 Ccdc15 -0.123153690 -0.073677060 -0.562813300 0.094178200
## 2955 Ccdc150 -0.056553364 0.055631160 -0.000685000 -0.035719395
## 2956 Ccdc151 0.073644160 0.091915610 0.229746820 0.078841686
## 2957 Ccdc152 0.920282360 -0.119908330 -0.266634460 0.092405796
## 2958 Ccdc153 -0.133651730 -0.000870000 0.016868114 0.022542000
## 2959 Ccdc154 0.074137690 0.222714420 -0.020523071 0.155918600
## 2960 Ccdc155 0.013435364 0.004567623 -0.104536530 0.038779260
## 2961 Ccdc157 -0.180914880 0.138646130 0.276047230 0.009842873
## 2962 Ccdc158 -0.087170600 -0.154705520 -0.131634240 0.102615830
## 2963 Ccdc159 -0.091454030 0.078100204 -0.061408520 0.158758640
## 2964 Ccdc160 -0.084550380 0.063893320 -0.166075230 -0.144929410
## 2965 Ccdc162 -0.039146900 0.001121998 -0.000200000 0.001121998
## 2966 Ccdc163 -0.187576770 -0.389983180 -0.085597040 -0.005747795
## 2967 Ccdc166 -0.108222010 0.301377300 0.168107510 0.109119890
## 2968 Ccdc167 0.373485570 -0.924391270 -0.240567200 0.271790500
## 2969 Ccdc169 -0.019124508 -0.181283470 0.035058975 -0.049821377
## 2970 Ccdc17 0.184098720 0.161376950 -0.090856550 -0.372487550
## 2971 Ccdc171 -0.142314910 -0.028057575 -0.154572010 0.191916470
## 2972 Ccdc172 0.041079520 0.034279823 0.170594220 0.046874523
## 2973 Ccdc173 0.337306500 0.349465370 0.490806100 0.096395016
## 2974 Ccdc174 0.185230260 0.127816200 -0.130679130 0.158808710
## 2975 Ccdc175 0.000000000 0.026634693 0.038383484 0.032222748
## 2976 Ccdc176 0.056163788 0.181526660 0.116553780 0.386649130
## 2977 Ccdc177 0.000000000 0.026872635 -0.040205480 0.192321300
## 2978 Ccdc178 -0.026043892 0.067060950 0.059886932 -0.015006542
## 2979 Ccdc18 0.052025795 -0.044850350 -0.020687103 -0.020328045
## 2980 Ccdc181 0.593127250 1.122605300 0.777650830 -0.030556679
## 2981 Ccdc19 -0.038737774 0.159282210 0.287012580 0.127758980
## 2982 Ccdc22 -0.126799100 -0.022954940 0.152146340 -0.109450340
## 2983 Ccdc23 -0.046473503 0.130089760 0.155468940 -0.179807190
## 2984 Ccdc25 0.329827300 0.075223920 0.457873340 -0.350917820
## 2985 Ccdc27 -0.095516205 -0.046313763 -0.011532784 0.000000000
## 2986 Ccdc28a 0.000000000 0.077789780 -0.357210160 0.058495045
## 2987 Ccdc28b -0.298611640 0.131292340 0.188417430 -0.117836000
## 2988 Ccdc3 -0.197212220 -0.259845260 -0.209988120 -0.163978100
## 2989 Ccdc30 0.108190540 0.056766033 0.278093340 0.002264023
## 2990 Ccdc32 -0.077576640 0.112518310 0.418344500 -0.217014790
## 2991 Ccdc33 -0.088660720 0.065645695 0.134806630 0.095279690
## 2992 Ccdc34 0.254968640 0.000000000 0.328993320 0.182731630
## 2993 Ccdc36 -0.058658600 0.112716675 -0.001017094 0.019401550
## 2994 Ccdc37 -0.152646060 0.010190964 0.141266820 0.005441189
## 2995 Ccdc38 0.000000000 0.047369003 -0.047283173 0.010519981
## 2996 Ccdc39 -0.016908646 -0.075564384 -0.078455450 -0.199982640
## 2997 Ccdc40 0.065988064 -0.126006130 0.014498234 0.262764450
## 2998 Ccdc41 0.505268100 0.398411750 0.288927080 0.082812310
## 2999 Ccdc42 0.053147316 -0.001257420 0.000000000 0.052484990
## 3000 Ccdc43 0.250317570 0.162300110 0.114102360 -0.122322080
## 3001 Ccdc47 0.044167520 0.332274440 0.000000000 0.137525560
## 3002 Ccdc50 -0.031974316 -0.058984755 -0.085842609 0.004317761
## 3003 Ccdc51 -0.129226210 0.117317200 -0.151471140 0.228071690
## 3004 Ccdc53 0.034260273 0.162057880 0.259964940 -0.433973300
## 3005 Ccdc54 0.023759842 0.015226841 -0.111091140 0.005937576
## 3006 Ccdc55 0.040675163 0.282909400 0.160616870 0.091908455
## 3007 Ccdc57 -0.040062904 -0.055369377 -0.052227497 -0.027879238
## 3008 Ccdc58 -0.406681060 0.115539550 -0.412676800 -0.517849900
## 3009 Ccdc59 0.079541680 0.261301520 0.443858620 0.037129880
## 3010 Ccdc6 -0.218476300 0.008613110 0.486317160 0.260193350
## 3011 Ccdc60 -0.050856113 0.016615390 -0.006814480 0.221223830
## 3012 Ccdc61 0.000000000 0.202860830 -0.104917050 0.349588400
## 3013 Ccdc62 0.178849220 0.280196670 0.572474960 0.307754520
## 3014 Ccdc63 -0.100792885 -0.063636780 -0.088171960 0.000000000
## 3015 Ccdc64 0.088766100 0.091156480 0.086402416 -0.152386190
## 3016 Ccdc64b -0.037489414 0.081204890 -0.084072590 0.066336155
## 3017 Ccdc65 -0.091761110 -0.097355366 -0.079313280 -0.042508125
## 3018 Ccdc66 0.289548870 0.395405770 0.420902250 0.369627950
## 3019 Ccdc67 -0.587235450 0.000000000 -0.116957190 1.178849200
## 3020 Ccdc68 -0.187398910 -0.194223400 -0.200406070 -0.131416800
## 3021 Ccdc69 -0.001497746 0.119269850 -0.396181580 0.169476510
## 3022 Ccdc7 -0.010198593 0.015449047 0.084529400 0.072849750
## 3023 Ccdc70 -0.055672170 -0.016591549 0.072499275 0.148632530
## 3024 Ccdc71 -0.078941345 0.147181510 0.864867200 0.274355900
## 3025 Ccdc71l -0.418733600 -0.054357050 0.034840107 0.155464170
## 3026 Ccdc73 -0.007045746 -0.049114704 0.008769989 0.165685650
## 3027 Ccdc74a -0.114945890 -0.032867910 0.089930060 -0.034356117
## 3028 Ccdc77 0.015000820 -0.425784600 -0.449738030 0.000000000
## 3029 Ccdc78 0.023264885 0.000000000 -0.034684658 -0.000508000
## 3030 Ccdc79 0.013405323 0.015365601 -0.038627625 0.063662530
## 3031 Ccdc8 -0.290172100 0.205295560 0.438973900 -0.019255161
## 3032 Ccdc80 -1.129124600 -1.140017500 -0.852311600 1.655392600
## 3033 Ccdc81 -0.007986546 0.051599026 -0.025046349 -0.020096302
## 3034 Ccdc83 0.111945150 -0.025668144 0.023363590 0.020941734
## 3035 Ccdc84 -0.090219975 -0.027224064 0.066944600 0.000000000
## 3036 Ccdc85a 0.028300285 0.162549970 0.229189870 1.237629900
## 3037 Ccdc85b -0.248164650 0.085916520 0.438591000 0.258069040
## 3038 Ccdc85c -0.102412224 0.140843390 -0.065854070 0.000000000
## 3039 Ccdc86 0.274240970 0.284138680 0.166635510 -0.003244877
## 3040 Ccdc87 0.067684650 0.000000000 0.038618088 0.000000000
## 3041 Ccdc88a 0.260416980 0.091915130 -0.033663750 -0.023173332
## 3042 Ccdc88b -0.250003340 -0.037525654 -0.050856113 0.087946415
## 3043 Ccdc88c -0.362448929 -0.475779530 -0.515399930 0.680282810
## 3044 Ccdc89 -0.003881931 0.037068367 0.014242172 0.025408745
## 3045 Ccdc9 0.277018070 0.133222580 0.483552460 0.272210600
## 3046 Ccdc90b 0.414853100 0.775493600 0.136431220 -0.486026760
## 3047 Ccdc91 0.989875800 1.096081700 0.926654800 -0.185135360
## 3048 Ccdc92 -0.047996998 -0.018213749 0.104726315 0.127718450
## 3049 Ccdc93 -0.226290700 -0.287500380 -0.165375710 -0.052955150
## 3050 Ccdc94 0.058508634 0.648243430 0.002901555 0.280882833
## 3051 Ccdc96 0.158843040 0.000000000 0.122322080 -0.055836678
## 3052 Ccdc97 -0.038457870 0.244872570 -0.015279293 -0.285632600
## 3053 Ccer1 0.135687350 0.194509030 -0.026017189 0.177757260
## 3054 Cchcr1 0.005178928 -0.011863232 0.054520130 0.177519800
## 3055 Ccin 0.116452220 -0.089189050 0.107331276 0.009305000
## 3056 Cck -0.013304710 0.057247640 0.056628227 -0.078514100
## 3057 Cckar -0.106141090 0.140299800 0.130059240 0.000000000
## 3058 Cckbr -0.238069530 0.157820700 0.178221700 0.125888350
## 3059 Ccl1 -0.006562710 -0.049916267 0.238299370 0.005742073
## 3060 Ccl11 -0.066955090 -0.022832870 -0.248391150 -0.061959743
## 3061 Ccl12 -0.118351460 0.001305103 -0.110465050 0.038126945
## 3062 Ccl17 0.000000000 0.019474983 -0.128905770 -0.022733688
## 3063 Ccl19 0.997806350 1.167269140 0.374388696 -0.138719464
## 3064 Ccl2 -0.113356590 -0.021570206 0.221012590 0.261679650
## 3065 Ccl20 -0.019554138 0.062567234 -0.165920730 -0.056952477
## 3066 Ccl21a 0.000000000 -0.180743695 -0.400748493 -0.417024020
## 3067 Ccl22 -0.052118780 -0.059509754 0.059123516 -0.041444300
## 3068 Ccl24 0.207083700 0.000000000 -0.074839115 0.081752300
## 3069 Ccl25 -0.162793400 0.433288095 -0.328576085 -0.090440750
## 3070 Ccl26 -0.023014069 -0.122516155 -0.146348950 -0.031352997
## 3071 Ccl27a 0.579805850 0.797194960 1.250917000 0.054218292
## 3072 Ccl28 0.000000000 0.036756992 -0.077157020 -0.146029950
## 3073 Ccl3 -0.168709280 0.000000000 0.007878780 -0.513387700
## 3074 Ccl4 -0.030101776 -0.012447834 0.003548622 0.010635376
## 3075 Ccl5 0.302252300 -0.442908300 -0.325027470 0.277902600
## 3076 Ccl6 -0.353249550 -0.095651630 -0.094163895 0.000000000
## 3077 Ccl7 -0.135809900 -0.105638030 -0.074837210 -0.072046760
## 3078 Ccl8 -0.026097775 0.069284440 -0.050020695 0.207362170
## 3079 Ccl9 -0.133594990 -0.005149365 0.120165350 -0.237449170
## 3080 Ccm2 0.210656170 0.539253230 -0.137435910 -0.376031880
## 3081 Ccm2l 0.155986790 0.402765270 0.108001710 0.529089000
## 3082 Ccna1 0.039802550 0.072281360 -0.000632000 -0.023144245
## 3083 Ccna2 -0.012921810 -0.320305820 -0.244188310 -0.263722900
## 3084 Ccnb1 -0.287413123 -0.435756363 -0.332657817 -0.046231747
## 3085 Ccnb1ip1 0.021058083 -0.017124653 -0.026592255 0.074161050
## 3086 Ccnb2 -0.201758860 -0.622488000 -0.593424300 -0.087499620
## 3087 Ccnb3 -0.059345245 -0.071380140 0.056149483 0.052971363
## 3088 Ccnc 0.343137740 -0.242062090 0.557144170 -0.384587300
## 3089 Ccnd1 -0.449726100 -0.278776170 -0.236580850 1.216811200
## 3090 Ccnd2 -0.752830500 -0.562361700 -0.461586950 0.727983500
## 3091 Ccnd3 0.116399290 0.137874130 -0.163084980 0.000000000
## 3092 Ccndbp1 0.168895720 0.121332170 -0.289530750 -0.013378143
## 3093 Ccne1 -0.146105770 -0.410562520 -0.070156100 -0.190216540
## 3094 Ccne2 0.024757385 -0.440329070 -0.609709260 -0.165501600
## 3095 Ccnf -0.029816150 -0.068643570 -0.005184650 -0.176831250
## 3096 Ccng1 -0.055065155 -0.038047790 -0.220198630 0.259776120
## 3097 Ccng2 0.865489960 -0.257079600 0.259278300 0.046384810
## 3098 Ccnh 0.110484120 0.002939224 0.000000000 -0.464946270
## 3099 Ccni 0.128301145 0.193850515 0.333440775 0.391816140
## 3100 Ccnj -0.077763080 0.003863335 0.087441444 -0.353137500
## 3101 Ccnjl -0.087379456 0.000000000 0.090121270 0.141464230
## 3102 Ccnk -0.075390816 -0.138275150 0.047968864 0.157039640
## 3103 Ccnl1 1.001879700 -0.279050830 -0.214601520 0.064104080
## 3104 Ccnl2 -0.103593826 0.150541303 -0.038343428 0.091930390
## 3105 Ccno -0.016935825 0.231728080 0.047111988 -0.010581017
## 3106 Ccnt1 -0.031565666 -0.083406450 -0.384531020 0.177676200
## 3107 Ccnt2 0.153610230 -0.258376120 -0.387765880 0.000000000
## 3108 Ccny 0.363638880 0.000000000 0.425767900 0.407878880
## 3109 Ccnyl1 0.823801040 -0.166438100 0.000000000 0.464189530
## 3110 Ccp110 1.027481100 0.897620200 0.841157900 -0.393132200
## 3111 Ccpg1 0.184827800 0.045948982 0.072187420 0.338537220
## 3112 Ccr1 -0.029562473 -0.074988365 -0.084615230 0.056490420
## 3113 Ccr10 -0.023550034 0.367486000 0.118452070 0.158186910
## 3114 Ccr1l1 -0.054037570 0.000000000 0.000000000 0.000000000
## 3115 Ccr2 -0.283985140 -0.191798690 -0.233823780 0.000000000
## 3116 Ccr3 -0.101946830 -0.117544650 0.076369286 -0.185264590
## 3117 Ccr4 -0.025438309 -0.041549683 0.090962890 -0.226609700
## 3118 Ccr5 -0.066653253 0.040024281 -0.066499475 -0.118775608
## 3119 Ccr6 -0.128096100 -0.136206150 0.338536260 -0.078931330
## 3120 Ccr7 -0.110314370 -0.056057453 -0.113795280 0.017169952
## 3121 Ccr8 0.008743286 0.031039715 0.160505770 -0.160597800
## 3122 Ccr9 0.074806690 0.093392850 0.100963116 -0.072815420
## 3123 Ccrl2 0.557392100 -0.109158516 0.728695870 0.000000000
## 3124 Ccrn4l 0.399638650 0.238410000 0.130653860 0.083569530
## 3125 Ccs -0.087202070 0.241696830 0.642627240 -0.328899860
## 3126 Ccsap 0.054596900 -0.049658060 -0.112749815 -0.056777715
## 3127 Ccser1 0.040201664 -0.015910625 0.087943554 0.052917957
## 3128 Ccser2 0.162790300 0.246930120 0.139432900 0.180487630
## 3129 Cct2 0.000000000 -0.143079760 -0.158362390 -0.233742710
## 3130 Cct3 0.000000000 -0.179695130 0.216050150 -0.415874000
## 3131 Cct4 0.244891170 0.005300522 -0.389449120 -0.210586550
## 3132 Cct5 0.144384380 -0.229269030 -0.244338990 -0.133818630
## 3133 Cct6a 0.223691940 -0.063812256 0.023626328 -0.007993698
## 3134 Cct6b 0.000000000 -0.054065228 0.191078190 -0.047784330
## 3135 Cct7 0.323018070 0.026949883 0.196771620 -0.043936730
## 3136 Cct8 0.172795300 -0.174637800 -0.048207283 -0.318919180
## 3137 Cct8l1 -0.240281580 -0.171701910 0.099515440 0.231691360
## 3138 Ccz1 0.075437546 0.215303420 -0.103313446 -0.024295807
## 3139 Cd101 0.084919450 -0.270249840 0.087512970 -0.164892200
## 3140 Cd109 -0.404788020 -0.532025800 -0.310775760 0.665422900
## 3141 Cd14 0.700373200 -0.288025380 1.226542000 -0.168340680
## 3142 Cd151 0.080795287 0.325476170 0.735385425 0.385238650
## 3143 Cd160 -0.088485240 -0.065619946 -0.081198690 0.000000000
## 3144 Cd163 0.075826170 -0.255933280 0.162546160 -0.015928268
## 3145 Cd163l1 0.037576200 0.083827970 0.203834530 -0.063884735
## 3146 Cd164 0.000000000 -0.205701830 0.004819870 -0.524506570
## 3147 Cd164l2 -0.083868500 0.000000000 0.013662338 -0.059132100
## 3148 Cd177 -0.187948700 -0.104434970 0.047709465 -0.067244530
## 3149 Cd180 0.000000000 -0.003518581 -0.075596330 -0.077013016
## 3150 Cd19 -0.065012930 -0.185979370 0.197563170 -0.039206980
## 3151 Cd1d1 -0.362526900 -0.365210530 -0.227554320 -0.591307160
## 3152 Cd1d2 -0.173824310 -0.352664470 -0.230927470 0.000285000
## 3153 Cd2 0.018282890 -0.392245770 0.000000000 -0.075380325
## 3154 Cd200 -0.431518550 -0.311669350 0.242905620 0.150593760
## 3155 Cd200r1 -0.033243656 -0.079847336 -0.047325134 -0.054357530
## 3156 Cd200r2 0.034245968 -0.071893215 -0.179047580 0.000000000
## 3157 Cd200r3 0.068531990 -0.135657790 -0.000242000 -0.013637543
## 3158 Cd200r4 -0.060512543 -0.014106751 -0.015994549 0.032936573
## 3159 Cd207 -0.119481560 -0.025717735 -0.020322800 0.069800380
## 3160 Cd209a -0.136950500 -0.146080500 -0.014208317 0.016891480
## 3161 Cd209b -0.044866562 -0.136634830 0.024035454 0.062830450
## 3162 Cd209c -0.053004265 -0.011078835 -0.025033474 0.137361050
## 3163 Cd209d -0.039090633 -0.069082260 -0.049924374 0.043159485
## 3164 Cd209e -0.000860000 0.000000000 0.129782680 -0.073975086
## 3165 Cd209f -0.034723760 0.088919640 0.079305650 -0.002843857
## 3166 Cd209g -0.208832740 0.072278020 -0.151888370 0.176526070
## 3167 Cd22 -0.180951120 -0.046947002 -0.250559800 0.023349762
## 3168 Cd226 -0.218050000 -0.305437100 -0.107354164 0.000000000
## 3169 Cd244 0.061743736 -0.165695190 -0.275965700 0.000000000
## 3170 Cd247 -0.010921955 0.025794030 0.080188274 0.196229460
## 3171 Cd248 -0.155654430 0.081604480 -0.037929535 0.068900585
## 3172 Cd24a 0.153157230 0.000000000 -0.390131000 -1.137017300
## 3173 Cd27 -0.171846870 -0.053255558 0.104843620 -0.147552490
## 3174 Cd274 0.123350140 -0.290902140 -0.757541660 1.518218000
## 3175 Cd276 -0.071960310 0.082401751 0.047813893 0.024527070
## 3176 Cd28 -0.008179188 -0.023850441 0.083207130 -0.049716950
## 3177 Cd2ap 0.766763700 0.783322330 0.493040080 -0.083117485
## 3178 Cd2bp2 0.000000000 0.306722640 0.384844300 0.053918360
## 3179 Cd300a -0.014786720 -0.107384680 -0.326609130 -0.043058872
## 3180 Cd300c 0.005593777 -0.031533240 -0.212385650 -0.057741642
## 3181 Cd300e -0.058414936 -0.100423336 -0.213552950 0.036291600
## 3182 Cd300lb -0.200267790 -0.068413734 -0.065313340 0.020371437
## 3183 Cd300ld -0.321328640 -0.388669000 -0.162229540 0.096049786
## 3184 Cd300lf -0.218932630 -0.012588024 -0.014844894 0.007779598
## 3185 Cd300lg -0.897218200 -0.694373130 -0.878307800 1.457088000
## 3186 Cd302 0.150247100 -0.213439460 0.000000000 -0.038821697
## 3187 Cd320 0.614490500 0.756567000 0.659205900 -0.231092450
## 3188 Cd33 -0.066780090 -0.010844231 0.079438210 -0.018709660
## 3189 Cd34 0.416401860 0.497822760 0.274053570 0.130352020
## 3190 Cd36 -5.458692000 -5.360999000 -5.531210400 1.645235100
## 3191 Cd37 -0.217863560 -0.073393345 -0.151144500 0.180904390
## 3192 Cd38 -1.473661400 -1.697071100 -0.706777600 0.340699200
## 3193 Cd3d 0.046444893 -0.147171500 0.157275680 -0.136910440
## 3194 Cd3e -0.036514282 -0.020873070 -0.188545700 0.059952736
## 3195 Cd3eap 0.126281740 0.000000000 0.561523440 0.584257100
## 3196 Cd3g -0.110164640 -0.035935402 0.016787529 -0.126929760
## 3197 Cd4 0.000000000 -0.037944794 -0.010303974 0.039841175
## 3198 Cd40 -0.064109800 0.000000000 0.082748890 -0.031192303
## 3199 Cd40lg -0.081028460 -0.028999805 0.012802124 0.132734780
## 3200 Cd44 -1.125874000 -1.041465800 -1.348645200 -0.085958004
## 3201 Cd46 0.129056450 0.000000000 0.200687890 0.513575100
## 3202 Cd47 -0.440452580 -0.562253950 -0.552095400 -0.120224950
## 3203 Cd48 -0.173675540 -0.219776630 -0.423290730 -0.179371360
## 3204 Cd5 -0.000153000 0.125556950 0.093973640 0.122354030
## 3205 Cd52 -0.417687420 -0.151738640 0.444033150 -0.128639220
## 3206 Cd53 -0.316372400 -0.124566555 -0.144528870 0.289851670
## 3207 Cd55 -1.298612100 -1.263925100 -0.942029950 0.010425568
## 3208 Cd59a 1.730737700 1.330852500 0.633769040 0.000000000
## 3209 Cd59b 0.452276700 -0.082127570 0.171951770 -0.119519230
## 3210 Cd5l -0.187855720 -0.148023130 -0.194978240 -0.039185047
## 3211 Cd6 0.003836632 0.000000000 -0.051655770 0.032389164
## 3212 Cd63 -2.632832000 -3.182701600 -1.899035500 -0.882992740
## 3213 Cd68 0.030120373 -0.444921970 -0.732679370 0.000000000
## 3214 Cd69 -0.212377070 -0.158808710 0.032688618 0.013578892
## 3215 Cd7 0.000000000 -0.072123050 0.089154720 -0.133322240
## 3216 Cd70 0.015910149 0.000000000 0.039198875 0.122253420
## 3217 Cd72 -0.089031220 -0.083470820 0.305510040 -0.139236450
## 3218 Cd74 -1.439565700 -1.877115700 -1.589169000 -1.448553600
## 3219 Cd79a 0.177377220 -0.326931480 -0.278259750 0.133109570
## 3220 Cd79b -0.129921910 -0.257491100 -0.167847630 0.010880947
## 3221 Cd80 0.005498173 -0.021679880 -0.158758640 -0.105623962
## 3222 Cd81 -0.048855780 -0.062391280 0.000945000 0.358279230
## 3223 Cd82 -0.503922000 -0.140374180 0.303257940 -0.336715220
## 3224 Cd83 0.554890160 0.936532000 0.156936170 0.142112260
## 3225 Cd84 0.042987347 -0.093992230 -0.045182705 -0.006855965
## 3226 Cd86 0.046656610 -0.046904087 0.062016487 0.094694614
## 3227 Cd8a -0.012054920 -0.035851000 -0.075088024 0.017642498
## 3228 Cd8b1 -0.153758530 -0.019684315 -0.068860054 0.081450460
## 3229 Cd9 -0.904254900 -0.769719100 -0.491251950 0.127731320
## 3230 Cd93 0.000000000 -0.112717630 -0.094064710 0.439824100
## 3231 Cd96 -0.021570206 -0.052699566 -0.063302040 0.000000000
## 3232 Cd97 0.321376800 0.398846630 0.082495690 -0.097521780
## 3233 Cd99l2 0.272360800 0.176667210 0.396662700 -0.243081100
## 3234 Cda -0.051506996 -0.163374900 -0.049981594 0.182600020
## 3235 Cdadc1 0.133643150 0.301484100 -0.121779440 0.390825270
## 3236 Cdan1 0.082083226 0.107509138 -0.164349085 0.199265480
## 3237 Cdc123 -0.018079758 0.116058350 -0.003318787 -0.193828580
## 3238 Cdc14a 0.515912060 0.396508220 0.334667200 -0.856191640
## 3239 Cdc14b -0.248026370 0.000000000 -0.077477930 -0.745423800
## 3240 Cdc16 0.278794770 -0.047534466 0.123692990 0.103174690
## 3241 Cdc20 -0.121779440 0.037616730 -0.075191975 -0.015653610
## 3242 Cdc23 0.442510600 0.649246200 0.363425250 -0.006603241
## 3243 Cdc25a 0.142171860 0.050096510 0.213015080 -0.172414780
## 3244 Cdc25b -0.008301496 0.001666545 0.049655675 -0.129178045
## 3245 Cdc25c -0.020054817 0.072947500 -0.011947632 -0.096789840
## 3246 Cdc26 -0.109250070 0.785693170 0.228183750 0.000000000
## 3247 Cdc27 0.022647858 0.140878680 0.000000000 -0.359562870
## 3248 Cdc34 -0.285498620 0.000000000 -0.159595010 -0.542970200
## 3249 Cdc37 -0.355851650 0.000000000 -0.127897260 0.305365560
## 3250 Cdc37l1 0.566737200 0.181689260 0.285637860 0.029661179
## 3251 Cdc40 0.130117420 -0.050551414 -0.270311360 -0.025995255
## 3252 Cdc42 0.199035640 0.087802890 -0.032781600 -0.183018680
## 3253 Cdc42bpa -0.015594482 0.000000000 -0.019319534 0.285243030
## 3254 Cdc42bpb 0.142160420 0.392636300 0.029464722 0.511917100
## 3255 Cdc42bpg 0.000000000 0.034569740 0.253213880 0.044739246
## 3256 Cdc42ep1 -0.383934500 0.000000000 -0.010489941 0.490974430
## 3257 Cdc42ep2 -1.131971800 -0.779138100 -1.011952400 0.142133710
## 3258 Cdc42ep3 1.597333000 -0.136720660 -0.089838030 0.214887620
## 3259 Cdc42ep4 0.350816730 0.080002310 0.985557560 -0.297525400
## 3260 Cdc42ep5 -0.028035164 0.060549975 0.367421390 0.019401074
## 3261 Cdc42se1 0.390826230 0.668063160 0.562228200 -0.252728460
## 3262 Cdc42se2 0.034683228 -0.503120400 -0.117601395 -0.143508910
## 3263 Cdc45 -0.254420280 -0.146174430 -0.343113420 0.040830612
## 3264 Cdc5l 0.137872907 0.143663512 0.245858825 -0.071441756
## 3265 Cdc6 -0.358133320 -0.399905680 -0.320149420 0.276134000
## 3266 Cdc7 -0.110348700 -0.056928158 -0.241037850 -0.016963005
## 3267 Cdc73 0.261694900 0.311537740 -0.070146560 -0.149399760
## 3268 Cdca2 -0.414871220 -0.252188680 -0.270508770 -0.131317620
## 3269 Cdca3 -0.359733100 -0.092075350 -0.130139830 -0.212482930
## 3270 Cdca4 -0.290240760 -0.227067000 0.187768940 -0.034183502
## 3271 Cdca5 -0.076626300 -0.085384370 -0.022314548 -0.254964830
## 3272 Cdca7 0.028366089 -0.245898250 0.346579550 0.282089230
## 3273 Cdca7l -1.183827900 -0.833646300 -0.813602900 -1.147434200
## 3274 Cdca8 -0.203892230 -0.229518410 -0.192204480 -0.259843830
## 3275 Cdcp1 0.002296448 0.053963184 0.116459370 -0.218608380
## 3276 Cdcp2 0.000000000 -0.326768880 0.002077103 0.084731100
## 3277 Cdh1 -0.167740350 -0.133466720 -0.304130550 -0.118161200
## 3278 Cdh10 0.035924910 0.019411087 0.264678000 0.010676384
## 3279 Cdh11 0.108671190 -0.188705440 -0.049842358 -0.041671276
## 3280 Cdh12 0.115158560 -0.003535748 0.182903290 -0.109928610
## 3281 Cdh13 -0.221054550 -0.269776820 -0.087990284 2.056391200
## 3282 Cdh15 0.020315647 0.036439420 -0.145047190 0.227168560
## 3283 Cdh16 -0.174613950 -0.007678986 -0.006679058 0.020727158
## 3284 Cdh17 -0.128449440 -0.005679131 -0.065677166 -0.049813747
## 3285 Cdh18 -0.010455132 0.002372503 0.161240102 -0.030151129
## 3286 Cdh19 0.000000000 -0.029563904 0.017304420 0.013034344
## 3287 Cdh2 1.654006500 1.523108500 1.408061000 0.031164646
## 3288 Cdh20 0.062849045 -0.024405480 0.189469810 0.139343740
## 3289 Cdh22 0.000000000 -0.085693836 0.021584034 -0.104345800
## 3290 Cdh23 0.000000000 -0.072515010 0.037864210 1.248290100
## 3291 Cdh24 -0.073824883 -0.022323370 0.030796052 0.147586585
## 3292 Cdh26 0.085795880 0.041653156 0.237182620 0.111388680
## 3293 Cdh3 0.000000000 -0.034683228 0.227502820 -0.162130830
## 3294 Cdh4 0.043825150 -0.068658830 0.045933723 0.000000000
## 3295 Cdh5 0.001322746 -0.005278587 -0.171343800 0.537244800
## 3296 Cdh6 -0.014139175 0.229766850 0.285847660 -0.130510800
## 3297 Cdh7 0.000000000 -0.019832134 0.015235901 0.015146256
## 3298 Cdh8 0.066006180 0.000000000 0.091960430 0.070611480
## 3299 Cdh9 0.085343840 -0.008055687 0.000000000 0.027571678
## 3300 Cdhr1 -0.043634415 0.039143562 0.101638794 -0.040226460
## 3301 Cdhr2 -0.050093174 0.078926560 0.026756287 -0.094395160
## 3302 Cdhr3 0.013183594 0.089200500 -0.140666960 0.005111694
## 3303 Cdhr4 0.277798180 -0.435421000 -0.019186974 0.105922220
## 3304 Cdhr5 -0.098664284 -0.134837150 0.100235460 0.070141315
## 3305 Cdip1 0.417157170 0.360117900 0.070176125 0.086107254
## 3306 Cdipt -0.198328020 -0.274471760 -0.130936150 0.440975200
## 3307 Cdk1 -0.364796640 -0.372110370 -0.469121930 0.000000000
## 3308 Cdk10 -0.052268980 0.060125111 0.042848111 0.260924815
## 3309 Cdk11b 0.281095500 0.605467800 0.245306970 0.520751950
## 3310 Cdk12 -0.193060165 -0.041332245 -0.339079145 0.590299370
## 3311 Cdk13 0.000000000 0.250507350 -0.237684250 -0.003094673
## 3312 Cdk14 0.121726990 0.518862700 0.408149720 0.319031240
## 3313 Cdk15 -0.099508760 0.095900060 0.127725120 -0.071747300
## 3314 Cdk16 0.290678980 -0.022925377 0.259305000 -0.002883911
## 3315 Cdk17 0.299753200 0.145580290 0.034783363 0.371465680
## 3316 Cdk18 -0.280490400 -0.178709980 -0.025820732 -0.080538270
## 3317 Cdk19 1.088518100 1.049922000 0.812228200 0.523623470
## 3318 Cdk2 -0.074079990 -0.539713400 0.154665950 -0.066867830
## 3319 Cdk20 0.041000366 0.000000000 -0.026635170 -0.177269940
## 3320 Cdk2ap1 0.107834815 0.110212325 -0.032625676 -0.083078385
## 3321 Cdk2ap2 -0.150759220 -0.245468140 0.113328460 -0.127612590
## 3322 Cdk3-ps -0.029992580 0.125024320 0.103788376 0.011823177
## 3323 Cdk4 -0.655631070 -0.090857506 -0.051685333 -0.256704330
## 3324 Cdk5 0.106454370 0.042048930 0.468242170 0.044886590
## 3325 Cdk5r1 -0.115203380 -0.008872032 0.008570194 -0.047209263
## 3326 Cdk5r2 0.071557520 0.177492620 0.018674374 0.049436570
## 3327 Cdk5rap1 -0.113724710 0.015507221 -0.138761040 0.000283000
## 3328 Cdk5rap2 -0.217250350 0.036771297 -0.373874200 0.009836674
## 3329 Cdk5rap3 -0.177119260 0.157507900 0.529789450 -0.041006090
## 3330 Cdk6 -0.861057760 -0.853653900 -0.673377500 -0.707626800
## 3331 Cdk7 -0.293518780 -0.191042187 0.887288320 0.059918405
## 3332 Cdk8 -0.203010560 0.070708275 -0.223340030 0.457613950
## 3333 Cdk9 -0.206986430 -0.071762085 0.169177060 -0.079149246
## 3334 Cdkal1 -0.004135132 -0.261683000 -0.191921230 0.665940760
## 3335 Cdkl1 -0.023058414 -0.001072407 -0.030721664 0.011204243
## 3336 Cdkl2 -0.179040910 -0.058833600 -0.096766474 0.057632923
## 3337 Cdkl3 0.000000000 -0.233263970 0.229371070 0.524472240
## 3338 Cdkl4 -0.037737370 0.000000000 0.079300880 -0.059172630
## 3339 Cdkl5 0.567488200 0.811391350 0.090019226 0.320469860
## 3340 Cdkn1a 2.033792500 1.007277500 0.227268220 0.000000000
## 3341 Cdkn1b 0.301445960 -0.001828670 -0.121156693 -0.288999075
## 3342 Cdkn1c 0.813465100 1.281370200 1.163917500 1.743621800
## 3343 Cdkn2a 0.087780476 -0.029083729 0.241269590 0.214159490
## 3344 Cdkn2aip 0.089438915 0.047999380 -0.003108025 -0.173326255
## 3345 Cdkn2aipnl -0.026168823 0.424903870 0.044747353 -0.100532530
## 3346 Cdkn2b 1.103770700 0.934539800 0.524222400 -0.113838196
## 3347 Cdkn2c -0.384268280 0.007472992 0.077694890 -0.023713589
## 3348 Cdkn2d 0.000000000 0.155455590 0.183607100 0.013802528
## 3349 Cdkn3 -0.264467240 -0.318445680 0.053078650 -0.034192085
## 3350 Cdnf 0.001039505 -0.052377700 -0.147363660 0.119182590
## 3351 Cdo1 -0.574443340 -0.116137030 -0.461885450 -0.278837200
## 3352 Cdon 0.000000000 0.320147500 0.118385790 -0.534729500
## 3353 Cdpf1 -0.141621590 0.176854610 -0.061170578 0.097650530
## 3354 Cdr2 -0.357402800 -0.574786660 -0.548820000 0.363801000
## 3355 Cdr2l 0.067574980 -0.051898003 -0.064968110 0.147687910
## 3356 Cdrt4 0.034088135 0.084685326 -0.019340515 -0.094834330
## 3357 Cds1 -0.558653830 -0.387852200 -0.383491040 0.000000000
## 3358 Cds2 0.000000000 -0.254735950 0.089809420 0.240159990
## 3359 Cdsn -0.095901010 0.053365230 -0.014864445 0.130719180
## 3360 Cdt1 -0.026953220 -0.108384130 0.043864250 -0.076518536
## 3361 Cdv3 -0.027168274 -0.023220540 -0.071502208 0.024045945
## 3362 Cdx1 -0.075225830 0.000000000 0.016393185 0.144911770
## 3363 Cdx2 -0.016262531 0.078243256 -0.001060963 -0.032917500
## 3364 Cdx4 0.000000000 -0.033229350 0.000000000 0.000000000
## 3365 Cdyl 0.014652252 0.020793915 0.174826620 -0.249795910
## 3366 Cdyl2 0.046200275 -0.386364460 -0.261650100 -0.157632350
## 3367 Ceacam1 0.470713620 0.280358300 0.287794100 0.473945620
## 3368 Ceacam10 -0.036948204 0.058856964 0.084316730 -0.073730470
## 3369 Ceacam11 -0.016771793 0.013255596 -0.075978756 -0.027531147
## 3370 Ceacam12 0.038559914 0.002735138 0.040979862 0.041738033
## 3371 Ceacam13 0.037912846 0.040724754 0.021268845 0.083881855
## 3372 Ceacam14 -0.011906147 0.077382565 -0.039527893 0.063720230
## 3373 Ceacam15 -0.109909060 -0.074939730 0.186131000 -0.013153553
## 3374 Ceacam16 0.005315304 0.050745010 -0.019723892 -0.168422700
## 3375 Ceacam18 -0.022851944 -0.103993416 0.077919960 -0.214331630
## 3376 Ceacam19 -0.017534256 0.016680717 0.006396294 -0.000393000
## 3377 Ceacam2 3.051674800 2.284844400 2.084838000 0.299342630
## 3378 Ceacam20 0.072422030 0.046538830 0.078135490 -0.055590153
## 3379 Ceacam5 0.002811432 0.003180504 0.062555310 -0.034302235
## 3380 Ceacam9 -0.041725160 -0.004484177 0.184305190 0.109453680
## 3381 Cebpa -0.179338930 -0.329113000 -0.297482500 -0.210020070
## 3382 Cebpb 0.218533040 -0.450639250 0.164227490 0.018589973
## 3383 Cebpd 0.717665200 -0.125496860 0.478117470 -0.166785720
## 3384 Cebpe -0.070868015 0.088859080 0.021311283 -0.070028780
## 3385 Cebpg 0.316079140 -0.076642990 0.000000000 0.112661360
## 3386 Cebpz 0.384183880 -0.074889180 -0.004964829 0.000000000
## 3387 Cecr2 0.547524900 0.524777900 0.492023940 0.978240500
## 3388 Cecr5 -0.126870630 0.498295300 -0.116680620 0.393130780
## 3389 Cecr6 0.066526410 -0.051782608 -0.029803276 -0.216335770
## 3390 Cel 0.105047700 0.110023020 0.082024100 -0.013682842
## 3391 Cela1 -0.165409560 0.036204338 -0.122139454 -0.294678700
## 3392 Cela2a -0.099540710 -0.090369225 0.000000000 0.079330920
## 3393 Cela3b 0.263580800 -0.034842490 -0.025685787 -0.090326786
## 3394 Celf1 0.088625910 0.046125412 0.155694010 0.000000000
## 3395 Celf2 0.266579151 -0.001761913 0.167195560 -0.121240615
## 3396 Celf3 -0.063857555 0.141607760 -0.345395100 0.191405300
## 3397 Celf4 -0.107733730 0.060885906 0.112907890 -0.020340920
## 3398 Celf5 -0.134290700 -0.052297592 0.029691220 0.101322174
## 3399 Celf6 0.033735752 0.019268513 0.028616905 -0.017892838
## 3400 Celsr1 -0.025552273 -0.017191887 0.000000000 0.004438400
## 3401 Celsr2 0.103796480 0.145250320 -0.046682835 -0.123811720
## 3402 Celsr3 -0.037771700 -0.003337860 0.089295864 0.000000000
## 3403 Cend1 -0.041231155 0.028636932 -0.019509792 0.000000000
## 3404 Cenpa 0.004437923 0.088987830 -0.337781430 0.041720867
## 3405 Cenpb 0.072824000 0.005881310 0.047092438 -0.019134521
## 3406 Cenpc1 0.079633710 -0.258565430 -0.206644060 -0.392457960
## 3407 Cenpe -0.431347850 -0.876318930 -0.576599600 -0.370917320
## 3408 Cenpf -0.473170760 -0.322636600 -0.209817890 0.000000000
## 3409 Cenph -0.374525550 -0.452344420 -0.538797860 0.067059040
## 3410 Cenpi -0.113462450 -0.117482660 0.001051426 -0.169799800
## 3411 Cenpj -0.169420720 -0.508241650 0.132555010 0.566717150
## 3412 Cenpk -1.066289000 -0.957791800 -1.306308300 -0.595792300
## 3413 Cenpl -0.098880290 -0.506557000 -0.262662900 -0.265707500
## 3414 Cenpm -0.107157710 -0.071029660 -0.057908535 -0.157713410
## 3415 Cenpn -0.177213670 -0.281479360 -0.051021576 -0.402974130
## 3416 Cenpo -0.266530985 -0.097626925 -0.016256570 -0.133655547
## 3417 Cenpp -0.057090760 0.013966084 0.134616370 -0.177164550
## 3418 Cenpq -0.152828700 -0.482935900 -0.540674200 -0.459275720
## 3419 Cenpt 0.157662870 0.039697647 -0.419125080 -0.043552400
## 3420 Cenpv 0.199557780 0.339432240 0.188762660 0.212596420
## 3421 Cenpw -0.470294480 -0.212880130 0.124534610 -0.230026250
## 3422 Cep104 0.325215820 0.453610420 0.124269485 0.171910290
## 3423 Cep110 0.023154259 -0.098887440 -0.102394104 0.039477350
## 3424 Cep112 0.579663750 0.542784200 0.334426400 0.672843460
## 3425 Cep120 0.069556236 0.006862640 0.000000000 0.198452470
## 3426 Cep128 -0.142960550 -0.167660710 -0.279542920 -0.279643060
## 3427 Cep135 -0.053165436 0.162823680 -0.542046550 0.282914160
## 3428 Cep152 0.019049168 -0.062625885 -0.279449940 0.033429623
## 3429 Cep164 -0.108486655 -0.009618285 0.475184200 0.165545465
## 3430 Cep170 -0.050837517 -0.431012150 -0.394258500 0.081591606
## 3431 Cep170b 0.123729706 0.105168340 0.322240350 0.024665356
## 3432 Cep19 0.011828899 0.220357900 0.167254450 -0.136021610
## 3433 Cep192 0.138127326 -0.609464640 0.582498563 -0.043827852
## 3434 Cep250 0.003873348 0.122079850 0.101465225 0.318544400
## 3435 Cep290 0.387190820 0.171643260 -0.144668580 0.044599056
## 3436 Cep350 0.049674986 0.164119402 -0.131959914 0.261318046
## 3437 Cep41 -0.307625300 -0.459083080 0.306537150 -0.284519670
## 3438 Cep44 0.314912320 0.476001260 0.446763040 -0.421254630
## 3439 Cep55 -0.263526920 -0.317287450 -0.146588800 0.453773500
## 3440 Cep57 -0.011961937 0.248641010 0.144299500 -0.036167145
## 3441 Cep57l1 -0.281865120 -0.152205470 -0.187250610 -0.122013090
## 3442 Cep63 0.259092330 0.519960400 0.668463700 -0.092164040
## 3443 Cep68 0.274216650 0.608278300 0.446389200 0.267934800
## 3444 Cep70 0.627382300 0.552740100 0.558846500 0.115191460
## 3445 Cep72 -0.148444650 -0.019216060 0.120321750 -0.309713840
## 3446 Cep76 0.027061940 -0.432717800 0.242743970 -0.285601140
## 3447 Cep78 0.032305240 0.444853780 0.145649430 -0.044736385
## 3448 Cep85 0.107654570 0.064337250 -0.063461300 -0.162674900
## 3449 Cep89 -0.049036026 0.000000000 0.308415400 -0.157466890
## 3450 Cep95 -0.064732550 -0.303939820 0.242740630 0.039468765
## 3451 Cep97 0.269262800 0.127221110 0.032401085 0.000000000
## 3452 Cept1 0.316394800 -0.023194313 0.526760100 0.035166740
## 3453 Cer1 0.000000000 0.157485010 -0.146740910 0.032216550
## 3454 Cercam 0.000000000 0.042813062 0.154991391 0.019985916
## 3455 Cerk -0.415372850 -0.347808360 -0.185904030 0.000000000
## 3456 Cerkl 0.578684800 0.617835500 0.717698100 -0.335508350
## 3457 Cers2 0.210780140 0.185452460 -0.439130780 -0.332756040
## 3458 Cers3 -0.143990040 -0.047937870 0.167397980 -0.051597120
## 3459 Cers4 0.175629620 0.909959800 0.584431650 0.484507560
## 3460 Cers5 0.277281760 -0.045186043 -0.251496320 0.372427940
## 3461 Cers6 -0.338759900 -0.304819100 -0.197691440 -0.239328860
## 3462 Ces1a -0.076006890 -0.044065000 0.009047508 0.017920494
## 3463 Ces1b -0.022249699 0.063629630 0.241486550 -0.081810474
## 3464 Ces1c 0.003133774 0.101743700 -0.125943180 0.065181730
## 3465 Ces1d -0.095983030 -0.145800590 -0.066865920 0.042430878
## 3466 Ces1e 0.065397740 0.057652473 0.001345635 0.008407116
## 3467 Ces1f -0.010233402 -0.021387577 0.000000000 -0.044094563
## 3468 Ces1g -0.068646430 -0.085721970 0.005824566 0.024810314
## 3469 Ces2a 0.011710167 0.007692814 0.160492900 0.085786340
## 3470 Ces2c -0.020819425 -0.118805410 -0.176221372 -0.154402970
## 3471 Ces2e 0.000000000 -0.259830950 -0.185070990 0.278449540
## 3472 Ces2f -0.012009144 0.055379390 -0.111835480 -0.169778820
## 3473 Ces2g -0.750649000 -0.490689750 -0.720145700 -0.381350040
## 3474 Ces3a -0.045481205 0.054109097 0.158106330 -0.030436516
## 3475 Ces3b -0.028808117 -0.120914936 -0.056488514 -0.177755360
## 3476 Ces4a -0.010659695 0.199295520 0.160829070 0.167354580
## 3477 Ces5a 0.000618697 0.039854289 0.039486170 0.066472050
## 3478 Cetn1 0.060225487 -0.010744095 0.128860470 -0.076086520
## 3479 Cetn2 0.431518550 0.476606370 0.283214570 -0.376074800
## 3480 Cetn3 0.326935770 0.255099300 0.167065620 -0.069940570
## 3481 Cetn4 -0.038216830 -0.014332533 0.550720925 0.334035635
## 3482 Cfb -0.215219020 -0.776633740 0.000000000 -0.186761860
## 3483 Cfc1 -0.036755560 -0.030754090 0.000000000 0.066588400
## 3484 Cfd -0.074202060 0.062317850 0.022369385 -0.005632877
## 3485 Cfdp1 -0.024305344 0.211083410 0.054004670 0.037940980
## 3486 Cfh 3.549983000 3.077869400 3.700025600 1.357544000
## 3487 Cfhr1 0.001880169 0.011913776 0.024569988 0.000000000
## 3488 Cfhr2 0.030410290 0.154312610 0.319327350 0.004079342
## 3489 Cfhr3 0.058791160 0.056959630 0.004434109 -0.010381222
## 3490 Cfi 0.001916885 -0.034862995 0.079236030 -0.109108925
## 3491 Cfl1 -0.208270070 0.048785210 0.015448570 -0.047266006
## 3492 Cfl2 0.020024300 0.065954210 -0.367878900 0.000000000
## 3493 Cflar -0.026790937 -0.139268237 -0.210257848 0.042080561
## 3494 Cfp 0.136894230 -0.251671800 -0.254167080 -0.034687520
## 3495 Cftr 0.018479347 -0.088571550 -0.014612675 -0.177234650
## 3496 Cga 0.103272915 0.056481360 0.182131770 -0.039569378
## 3497 Cggbp1 -0.019689560 -0.147921560 0.257262230 0.012405396
## 3498 Cgn -0.195022100 -0.186615940 -0.257861140 -0.272195820
## 3499 Cgnl1 2.126054800 2.455556000 2.339952500 1.117843600
## 3500 Cgref1 -0.273942000 -0.051083088 -0.131600380 0.157126900
## 3501 Cgrrf1 -0.048034190 0.000000000 0.880755400 0.027965069
## 3502 Ch25h 3.896257900 0.347283840 3.835442000 -0.346161370
## 3503 Chac1 -0.121500970 0.073522570 -0.024451733 0.242550370
## 3504 Chac2 0.000000000 0.218993660 -0.349058150 -0.144040580
## 3505 Chad -0.287212370 -0.182643890 -0.337526320 0.117883680
## 3506 Chadl -0.001098156 0.017277240 0.033233166 -0.001098156
## 3507 Chaf1a -0.283163550 -0.003002167 0.000000000 -0.052249430
## 3508 Chaf1b -0.144663810 -0.282075880 0.095803260 -0.032640457
## 3509 Champ1 -0.227100850 0.404939650 0.085989475 -0.095234870
## 3510 Chat -0.035871030 0.267734530 0.126417160 -0.025836468
## 3511 Chchd1 0.112381935 -0.267053600 0.056315422 0.144381520
## 3512 Chchd10 -0.030892849 -0.216003900 -0.264893050 0.046826840
## 3513 Chchd2 0.275793073 0.094150861 0.118814150 -0.067678133
## 3514 Chchd3 -0.006952286 0.238074300 0.289097800 0.201354030
## 3515 Chchd4 -0.117661950 0.170223240 -0.128047940 0.000000000
## 3516 Chchd5 -0.031472445 0.278227095 -0.233566765 0.137990237
## 3517 Chchd6 -0.060643196 0.297271730 0.334382530 0.023194313
## 3518 Chchd7 0.109820366 -0.246324540 0.216381070 -0.214800830
## 3519 Chd1 0.279837600 -0.147767070 -0.048793793 0.249167440
## 3520 Chd1l -0.062897205 0.295795440 0.075733185 0.410604000
## 3521 Chd2 0.197131160 0.088213920 0.014032364 0.342394830
## 3522 Chd3 0.207908630 0.275815490 0.167939187 0.050163748
## 3523 Chd4 -0.089763640 0.219631200 0.126273160 0.203891750
## 3524 Chd5 -0.038075924 -0.114742756 0.115980150 -0.044560910
## 3525 Chd6 0.128389360 0.015210152 0.185239790 0.271820070
## 3526 Chd7 -0.319036438 -0.306619678 -0.114024444 0.623554087
## 3527 Chd8 -0.166996000 0.000000000 0.069211006 0.079864500
## 3528 Chd9 -0.007661820 -0.131222720 -0.892679200 0.258908270
## 3529 Chdh -0.056789875 0.007820129 -0.067046165 -0.149748330
## 3530 Chek1 -0.004760742 0.124567030 -0.255062100 -0.135070320
## 3531 Chek2 -0.785795200 -0.584146000 -0.798268800 1.286650700
## 3532 Cherp -0.049126625 0.004243851 -0.178023340 0.162098880
## 3533 Chfr 0.026988983 0.111920360 -0.016968727 -0.116546630
## 3534 Chga -0.056087017 -0.130031590 -0.058859825 0.039094448
## 3535 Chgb -0.090294840 0.027792454 0.000305000 -0.049232483
## 3536 Chi3l1 0.000181000 -0.040711880 -0.093397620 0.000000000
## 3537 Chi3l3 0.122529510 -0.011947632 -0.077803135 -0.161529540
## 3538 Chi3l4 0.017038345 0.010565281 0.102042200 -0.051150800
## 3539 Chia -0.037848950 0.037241460 0.000000000 0.229558470
## 3540 Chic1 0.117337705 -0.306477070 -0.222139600 -0.098187444
## 3541 Chic2 0.186662670 -0.037305832 -0.045001030 -0.544863700
## 3542 Chid1 -0.288897040 0.039244650 0.292907700 -0.321030140
## 3543 Chit1 0.055098057 0.008657455 0.058987617 -0.056948660
## 3544 Chka 1.459529400 0.389225960 0.458530900 -1.378268200
## 3545 Chkb -0.163158416 -0.378991360 -0.038475990 0.098283055
## 3546 Chl1 0.003647327 0.001365185 0.012829781 0.044212820
## 3547 Chm 0.238765720 -0.229310040 0.011258125 0.296504970
## 3548 Chml -0.225103380 -0.308084960 -0.786960600 0.851451900
## 3549 Chmp1a -0.292224400 -0.045523643 0.483915330 -0.374854560
## 3550 Chmp1b 0.540512100 0.000554000 0.294638630 -0.135773660
## 3551 Chmp2a 0.015569687 0.137081150 0.112940790 0.021893501
## 3552 Chmp2b 0.372234340 0.251619340 0.535140040 0.040061950
## 3553 Chmp3 0.405496600 0.767780765 0.210121635 0.243096830
## 3554 Chmp4b -0.141045570 -0.427530300 -0.007936478 -0.063018800
## 3555 Chmp4c 0.041939260 0.060232640 -0.099925040 0.000000000
## 3556 Chmp5 0.224378590 0.227867130 -0.084734920 0.156835560
## 3557 Chmp6 -0.055846214 -0.472687720 0.061531067 -0.134578700
## 3558 Chmp7 0.195163250 -0.108558655 0.525322900 0.267484200
## 3559 Chn1 -0.145483500 -0.167182450 -0.040770054 0.111946580
## 3560 Chn2 1.960164100 1.799426100 0.906080250 -0.285779950
## 3561 Chodl 0.006561279 -0.110452650 0.151812080 0.069887640
## 3562 Chordc1 0.782350540 -0.492775920 -0.259089470 -0.157369610
## 3563 Chp1 -0.051812172 0.454523100 0.537442200 -0.130390170
## 3564 Chp2 -0.184053900 -0.278850560 -0.174844260 -0.278694630
## 3565 Chpf -0.017086029 -0.040739060 0.082899570 0.064390180
## 3566 Chpf2 0.097871300 -0.101843834 -0.089993480 -0.169373990
## 3567 Chpt1 0.280118940 -0.288519860 0.415249820 -0.168002130
## 3568 Chrac1 -0.192995550 -0.246823310 0.214272500 -0.286027430
## 3569 Chrd -0.063338280 -0.015258312 0.072579384 0.029877663
## 3570 Chrdl1 0.000000000 -0.038940907 -0.029852867 -0.043664455
## 3571 Chrdl2 -0.111403465 -0.026606083 0.000000000 -0.015474796
## 3572 Chrm1 0.008018494 0.000000000 0.110127926 0.092981815
## 3573 Chrm2 -0.039997578 0.224204060 0.486864570 -0.113400460
## 3574 Chrm3 -0.269792560 -0.274227140 0.004092217 0.076878550
## 3575 Chrm4 0.107430460 -0.057561874 0.044180393 -0.009951592
## 3576 Chrm5 0.023006440 0.105884550 0.067642690 -0.009935379
## 3577 Chrna1 -0.027125359 -0.029077530 0.004610539 -0.076727390
## 3578 Chrna10 -0.020444393 0.042519093 0.000000000 -0.058137417
## 3579 Chrna2 -0.010097981 -0.107423780 0.012433529 -0.114521030
## 3580 Chrna3 0.029006481 -0.011375427 0.011001587 0.024882317
## 3581 Chrna4 -0.106007576 0.164809230 0.003258705 -0.174920560
## 3582 Chrna5 0.003838539 -0.057686806 -0.010447979 0.019700050
## 3583 Chrna6 0.033411503 0.033106804 0.136767390 0.012147427
## 3584 Chrna7 0.000000000 -0.011043549 -0.023357391 -0.018135548
## 3585 Chrna9 -0.042644500 0.047993183 0.167340280 0.035213470
## 3586 Chrnb1 0.509936330 0.397673130 0.616808400 0.801000600
## 3587 Chrnb2 0.000000000 0.002995014 0.093935010 -0.112705230
## 3588 Chrnb3 -0.038745880 0.094783780 0.068209650 0.000000000
## 3589 Chrnb4 -0.028064251 -0.090988636 0.009078503 -0.017006874
## 3590 Chrnd -0.033704758 -0.004253864 0.005764961 0.098648070
## 3591 Chrne 0.000000000 0.064665320 0.115029335 -0.095723630
## 3592 Chst1 -0.519070150 -0.490604880 -0.309529300 0.450280200
## 3593 Chst10 -0.145604610 0.005977154 0.000000000 -0.001951695
## 3594 Chst11 0.685728550 0.737529300 0.223303320 -0.041186333
## 3595 Chst12 -0.287047860 -0.567528250 -0.420970440 -0.216254710
## 3596 Chst13 -0.142460820 -0.147717950 0.032888412 -0.020322800
## 3597 Chst14 0.136590960 0.028253555 -0.057838440 -0.106000420
## 3598 Chst15 -0.941091540 -0.930433300 -0.701901440 0.024384499
## 3599 Chst2 0.332464700 -0.027557373 0.330366600 -0.669090300
## 3600 Chst3 -0.131958480 0.024782658 0.110575676 0.280626770
## 3601 Chst4 0.000000000 0.043472767 0.009294987 0.029149055
## 3602 Chst5 -0.038588524 -0.042216778 0.027764320 -0.021157265
## 3603 Chst7 -0.144599910 -0.208874700 -0.367437840 0.520649900
## 3604 Chst8 -0.098923680 0.121137140 0.022375584 0.049118996
## 3605 Chst9 -0.048461437 0.047631740 -0.020084381 0.105126380
## 3606 Chsy1 -0.050866127 0.000000000 0.268536570 0.157374380
## 3607 Chsy3 0.072475910 0.050688744 -0.002513409 -0.029680252
## 3608 Chtf18 -0.005367756 0.000000000 0.044066906 -0.067791460
## 3609 Chtf8 -0.067249300 -0.008729935 -0.234701160 0.048355103
## 3610 Chtop 0.162657740 0.208724980 -0.077034000 0.038410187
## 3611 Chuk 0.270436300 -0.268590930 -0.283579830 -0.146959300
## 3612 Churc1 -0.042250633 0.109813690 0.166022300 -0.043988228
## 3613 Ciao1 0.097524640 0.147677420 0.334177020 0.075470924
## 3614 Ciapin1 -0.037458420 -0.016770363 0.106821060 0.000000000
## 3615 Cib1 -0.372296330 -0.133400920 0.314623830 -0.388013360
## 3616 Cib2 -0.256180760 -0.224668030 0.039256096 -0.102959156
## 3617 Cib3 -0.060550213 -0.059152126 -0.040133953 0.028941631
## 3618 Cib4 -0.043951510 0.003084660 0.231516840 -0.061346054
## 3619 Cic -0.254911900 0.016155243 0.388587950 0.072205540
## 3620 Cidea -0.055778980 -0.002797127 0.111566070 -0.043373585
## 3621 Cideb -0.270617000 -0.107319355 0.237676620 0.241673470
## 3622 Cidec 0.033942700 0.000000000 -0.067172050 -0.005299091
## 3623 Ciita -0.114473340 -0.127835750 -0.023512840 -0.068605420
## 3624 Cilp 0.062043667 -0.079718110 -0.029832363 -0.197218420
## 3625 Cilp2 0.000000000 0.087320330 0.123435974 -0.104359630
## 3626 Cinp -0.143586640 0.079632280 0.279432300 -0.275368200
## 3627 Cir1 0.058294775 0.067724705 -0.023279191 -0.044180872
## 3628 Cirbp -0.162445070 0.535992600 0.148522380 0.158770560
## 3629 Cirh1a -0.011095047 0.065114020 0.197577480 -0.177163120
## 3630 Cisd1 0.294106480 0.431334500 1.038747800 -0.562348370
## 3631 Cisd2 0.083805560 -0.172209260 -0.176577570 -0.131391050
## 3632 Cish -0.181858060 0.162882330 -0.567406200 0.179290300
## 3633 Cit -0.237456800 -0.065601826 -0.153237340 0.059484005
## 3634 Cited1 0.045566560 -0.018469810 0.050718784 -0.505265240
## 3635 Cited2 -0.054875374 -0.155274390 0.151792530 0.058665276
## 3636 Cited4 -0.145937440 0.017514706 0.201335900 -0.202632430
## 3637 Ciz1 0.015394211 0.246365550 0.224035260 0.133209230
## 3638 CK137956 -0.014383316 0.007389545 0.085223675 0.028852463
## 3639 Ckap2 -0.651162150 -0.134301190 -0.263352400 -0.237541200
## 3640 Ckap2l -0.256380560 -0.409371850 -0.123292920 0.081950190
## 3641 Ckap4 -0.256242750 -0.435604100 -0.234269620 0.286365500
## 3642 Ckap5 0.145450590 0.099804880 0.189193730 -0.139525410
## 3643 Ckb -0.215801720 0.084397316 -0.339053150 0.000000000
## 3644 Cklf -0.774576660 -0.621963000 -0.880447860 -0.659466270
## 3645 Ckm -0.025519133 -0.062948940 0.121989966 -0.072734116
## 3646 Ckmt1 0.001894474 0.021269321 0.061913967 -0.059888363
## 3647 Ckmt2 -0.022760868 -0.002790928 -0.038586617 0.019894123
## 3648 Cks1b -1.092411000 -0.689699650 -0.063175200 -0.289616580
## 3649 Cks2 -1.826052700 -1.273181267 -1.495227167 -0.071620783
## 3650 Clasp1 0.069935800 0.165914540 -0.090716360 0.094446180
## 3651 Clasp2 0.192554470 0.219674110 -0.038716316 0.092156410
## 3652 Clasrp 0.066336630 0.000000000 0.044698715 0.162053110
## 3653 Clca1 -0.280853270 -0.543120860 -0.314547540 -0.189235210
## 3654 Clca2 -0.076370240 -0.263922200 -0.134600160 -0.257372860
## 3655 Clca3 0.073819160 0.129253860 0.142652990 -0.159271240
## 3656 Clca4 0.124460220 0.000000000 -0.032180786 -0.009846687
## 3657 Clca5 -0.119183540 0.000000000 -0.050915240 0.181770320
## 3658 Clca6 0.016725779 -0.018733978 0.112195252 0.021053314
## 3659 Clcc1 -0.017783165 0.087999344 0.141199110 -0.020465850
## 3660 Clcf1 -0.134692670 -0.059329987 -0.139764310 -0.067312240
## 3661 Clcn1 -0.005797386 0.019935608 0.151448730 0.044404507
## 3662 Clcn2 -0.044647694 0.067781925 0.238720900 0.004703999
## 3663 Clcn3 0.430515300 0.368399620 0.135830880 0.000000000
## 3664 Clcn4-2 0.003813744 -0.244442940 -0.630996700 -0.078583720
## 3665 Clcn5 -0.081875800 -0.233372690 -0.342645650 0.289102080
## 3666 Clcn6 -0.234287260 0.363102900 0.000000000 0.267413140
## 3667 Clcn7 0.362473000 0.828295700 0.214039330 -0.123445510
## 3668 Clcnka 0.000000000 0.000000000 0.058515550 0.074296474
## 3669 Clcnkb -0.082808495 0.027692318 -0.040304660 0.069056510
## 3670 Cldn1 -0.099460125 -0.105485440 -0.037382126 -0.036639214
## 3671 Cldn10 -0.096243142 -0.148208145 -0.041072607 -0.032420873
## 3672 Cldn11 0.312468050 -0.008349419 0.128249170 0.413682940
## 3673 Cldn12 0.063006880 0.456213470 0.436795700 -0.090728760
## 3674 Cldn13 0.062113285 -0.116578580 0.085736750 0.087506294
## 3675 Cldn14 -0.034794807 -0.009591103 0.035529613 -0.026547909
## 3676 Cldn15 -0.639375200 -0.595228700 -0.188818450 0.259825700
## 3677 Cldn16 0.035573483 -0.001275063 -0.074395180 0.040104390
## 3678 Cldn17 -0.128176690 -0.013201237 -0.002985001 0.005714893
## 3679 Cldn18 -0.018248081 -0.103878500 -0.040885925 -0.235524650
## 3680 Cldn19 -0.038829327 0.003184319 0.034187317 -0.025982380
## 3681 Cldn2 0.034491062 0.039391994 0.000000000 -0.006312847
## 3682 Cldn20 0.020116806 -0.262887950 0.204886440 -0.073005676
## 3683 Cldn22 0.197242260 0.037764550 0.135439400 0.147158620
## 3684 Cldn23 -0.016162395 0.003516197 0.000000000 -0.010296822
## 3685 Cldn24 0.137390610 0.173835280 0.407734400 0.040973663
## 3686 Cldn25 0.468348500 0.661653500 0.683779700 -0.131877900
## 3687 Cldn26 0.036540510 0.026754380 -0.079051495 -0.051563740
## 3688 Cldn3 -0.035995960 0.087045190 0.000000000 0.029334545
## 3689 Cldn4 -0.201674460 0.096409800 0.006129742 0.065382004
## 3690 Cldn5 1.465598100 1.738821000 1.567739500 0.159770010
## 3691 Cldn6 0.509737000 0.440007700 0.650558950 -0.031578064
## 3692 Cldn7 -0.198986050 -0.050062180 -0.001779079 -0.234904770
## 3693 Cldn8 -0.073550700 -0.034695150 -0.020967960 0.012520790
## 3694 Cldn9 -0.038340570 -0.112590790 0.032084942 0.149419780
## 3695 Cldnd2 0.107255936 -0.088094710 0.100555420 0.018200874
## 3696 Clec10a 0.000000000 -0.114150050 -0.035258770 -0.035562992
## 3697 Clec11a -0.056037426 0.169355870 0.016231537 -0.034290790
## 3698 Clec12a 0.000000000 0.029038430 0.039638520 -0.026353836
## 3699 Clec12b -0.297235500 -0.676998600 -0.322510720 1.913032500
## 3700 Clec14a 0.000000000 0.127270700 -0.099135400 0.431714060
## 3701 Clec16a 0.364603040 0.296214100 0.403554920 0.124829770
## 3702 Clec18a -0.054310320 -0.078597070 -0.049723150 -0.025272370
## 3703 Clec1a -0.474254130 -0.486133100 -0.532266600 1.630171300
## 3704 Clec1b -0.904458050 -0.817381400 -0.762424000 0.589904800
## 3705 Clec2d 0.343648900 0.548204400 0.531559940 0.000000000
## 3706 Clec2e -0.003074646 0.014310837 -0.015013218 0.007761955
## 3707 Clec2g 0.012264252 0.028565884 0.164713860 -0.276012900
## 3708 Clec2h 0.178495880 0.169566630 0.090658190 -0.030597687
## 3709 Clec2i -0.053797722 0.001797676 -0.021779537 0.027616024
## 3710 Clec2l -0.161587240 0.011258602 0.176333900 -0.061995030
## 3711 Clec3a 0.008984089 -0.021890640 0.049386500 -0.029110432
## 3712 Clec3b 0.008289337 0.081989290 0.119836810 0.072000030
## 3713 Clec4a1 0.002262116 0.112207890 -0.182633400 -0.076750755
## 3714 Clec4a2 -0.067751410 -0.107381344 -0.112889290 -0.070579530
## 3715 Clec4a3 -0.286773200 -0.054843903 0.428007130 0.000000000
## 3716 Clec4a4 -0.034663200 -0.023760796 0.000000000 0.213111880
## 3717 Clec4b1 0.051578045 -0.096227170 -0.044065952 -0.031320572
## 3718 Clec4b2 -0.033138275 0.022279740 -0.081775665 -0.082260130
## 3719 Clec4d -0.150377750 -0.069754120 0.002283573 -0.063594340
## 3720 Clec4e -0.092408180 -0.168274880 -0.159461980 -0.053804398
## 3721 Clec4f 0.007709026 0.171643730 0.046978950 0.067768100
## 3722 Clec4g 0.051633595 -0.189115520 0.000854969 0.063708783
## 3723 Clec4n 0.019903660 -0.034901142 0.078551770 -0.008509636
## 3724 Clec5a -0.054238320 0.050265312 0.008459568 0.000000000
## 3725 Clec7a -0.303534980 0.040829660 -0.262769700 -0.065495014
## 3726 Clec9a -1.813838000 -1.867099300 -1.775976700 0.413256650
## 3727 Clgn -0.020306587 0.009582520 -0.038727760 -0.020751000
## 3728 Clhc1 -0.148020740 -0.109391690 -0.146906850 -0.177861690
## 3729 Clic1 -0.427483560 -0.669579500 -0.300485600 -0.127557750
## 3730 Clic3 0.065487385 0.580214500 0.000000000 -0.147098060
## 3731 Clic4 0.547264100 0.430898670 0.528743740 0.000000000
## 3732 Clic5 0.000000000 0.031781197 0.267392160 0.584936140
## 3733 Clic6 0.026343822 -0.016232014 0.038303852 0.025784492
## 3734 Clint1 0.090871810 -0.062985420 0.007863998 -0.389398570
## 3735 Clip1 1.145326600 1.050266300 0.655928600 0.229857440
## 3736 Clip2 -0.241118430 0.044620990 0.042033672 0.419432640
## 3737 Clip3 0.016285420 -0.036311150 0.021189213 0.027354717
## 3738 Clip4 -0.051212310 -0.017860413 0.090762140 0.045273304
## 3739 Clk1 0.434486400 0.006733894 -0.148573880 -0.052352905
## 3740 Clk2 0.347700120 0.148993490 0.053796770 0.117719650
## 3741 Clk3 -0.063910484 -0.138121600 -0.229710580 0.077082634
## 3742 Clk4 0.274100300 -0.148255350 0.098656654 -0.133770940
## 3743 Clmn 0.110006330 0.070959090 0.070822240 1.132380000
## 3744 Clmp -0.002547741 0.049931526 -0.316443920 -0.011085033
## 3745 Cln3 -0.218684200 -0.331250200 0.438521860 -0.002402782
## 3746 Cln5 0.311136250 0.475642200 0.354990000 0.033384323
## 3747 Cln6 -0.089755060 -0.284740450 0.235198020 0.197501180
## 3748 Cln8 -0.080536840 0.041377068 -0.122110370 0.135648730
## 3749 Clnk -0.089903355 0.031774044 -0.205502030 0.040537357
## 3750 Clns1a 0.190947530 0.191867830 0.571066860 -0.049264908
## 3751 Clock 0.074578285 0.000000000 0.085417750 0.437562940
## 3752 Clpb 0.511760230 -0.109409330 0.230927940 -0.108050820
## 3753 Clpp 0.059570790 0.324947360 0.000822000 0.100214480
## 3754 Clps -0.087575436 0.000000000 0.202388760 0.173007970
## 3755 Clpsl2 -0.042027473 -0.082991600 -0.202374460 0.152279380
## 3756 Clptm1 0.000000000 0.228536600 0.245383260 -0.008606911
## 3757 Clptm1l -0.160561080 0.082946780 0.492891300 -0.256796360
## 3758 Clpx 0.065221790 0.369494440 0.369494440 -0.067120550
## 3759 Clrn1 0.058145523 0.016236782 0.102537630 0.177688120
## 3760 Clrn2 -0.039294720 0.029965878 0.052180290 0.031251907
## 3761 Clrn3 -0.053880215 -0.110136510 0.000000000 -0.018978596
## 3762 Clspn -0.195830820 -0.088105680 -0.035794735 -0.020367622
## 3763 Clstn1 0.562221500 0.834347700 0.482109070 0.150364880
## 3764 Clstn2 -0.000451000 0.000000000 0.046866417 -0.017395973
## 3765 Clstn3 0.078582290 0.008663654 0.143661020 -0.088578700
## 3766 Clta -0.049968720 -0.087423325 -0.010846138 -0.356017100
## 3767 Cltb 0.456159600 0.681922900 0.631881700 0.303381920
## 3768 Cltc 0.251919750 0.182654380 0.164659500 0.000000000
## 3769 Clu -0.316155430 -0.082519530 -0.312055600 0.000000000
## 3770 Cluap1 -0.026677609 0.100445270 0.209210400 -0.028980971
## 3771 Cluh -0.199194910 0.088025570 -0.116642475 -0.052558422
## 3772 Clvs1 0.092221740 -0.006678581 -0.130254270 -0.182169440
## 3773 Clvs2 0.142936700 -0.097656250 0.135158060 0.141900540
## 3774 Clybl 0.775477400 0.716801640 0.500492100 -0.250758170
## 3775 Cma1 0.018358707 -0.072439670 0.060261726 0.036029340
## 3776 Cma2 -0.074519160 -0.080285550 -0.046233177 0.137130740
## 3777 Cmah -0.540637970 -0.489099030 -0.430025100 -0.150582790
## 3778 Cmas -0.116736410 -0.076180460 0.000000000 0.093444824
## 3779 Cmbl -0.445979120 -0.627442840 -0.503224850 0.152831080
## 3780 Cmc1 0.141403200 0.202631950 -0.195769310 0.032913208
## 3781 Cmc2 -0.695618600 0.010901451 -0.318418030 -0.540924100
## 3782 Cmip -1.897156950 -1.978114650 -1.623102200 0.393894190
## 3783 Cmklr1 -0.578348160 -0.423964020 -0.518006300 -0.362186430
## 3784 Cml1 0.598472100 0.868010040 0.350333200 0.022140026
## 3785 Cml2 0.213724140 0.364183430 0.174152370 0.084315780
## 3786 Cml3 -0.035171032 -0.139458813 0.049459139 0.013629595
## 3787 Cml5 0.035931587 -0.035057545 0.024947643 0.053610325
## 3788 Cmpk1 0.088256836 0.016409874 0.106211660 -0.339380260
## 3789 Cmpk2 -0.102692130 0.328760150 -0.156742100 0.302938460
## 3790 Cmss1 -0.487719060 -0.295162200 -0.009984016 -0.489171030
## 3791 Cmtm2a -0.017799854 0.066133500 0.104799750 0.013849258
## 3792 Cmtm2b -0.061506270 0.044216633 -0.153900620 -0.133747100
## 3793 Cmtm3 -0.884013650 -1.075418500 -0.624926570 0.334877000
## 3794 Cmtm4 0.081641674 -0.065416810 0.167650220 -0.195673470
## 3795 Cmtm5 0.000000000 0.008140087 -0.004341602 0.004052639
## 3796 Cmtm6 0.142120360 0.373003000 0.308765400 -0.172169690
## 3797 Cmtm7 -0.441565505 -0.316596984 -0.205313680 -0.013925550
## 3798 Cmtm8 0.413789750 0.411979680 0.092147830 0.918333050
## 3799 Cmtr1 0.002557755 0.610631940 0.619199750 0.119485855
## 3800 Cmtr2 -0.263505940 -0.201385500 -0.597175100 0.331215860
## 3801 Cmya5 -0.115317820 -0.058915375 -0.195162535 0.236146686
## 3802 Cnbd2 0.036592484 -0.156287200 -0.452824120 0.126023290
## 3803 Cnbp 0.394364360 0.352931980 0.255435000 0.000000000
## 3804 Cndp1 -0.112188816 0.000000000 0.023679256 0.068879604
## 3805 Cndp2 -0.141833300 0.062035560 -0.013805389 0.000000000
## 3806 Cnep1r1 0.000000000 0.136816980 -0.246939660 -0.004142761
## 3807 Cnfn -0.021549702 -0.070950985 -0.056815624 0.150026320
## 3808 Cnga1 -0.064002514 -0.028033257 -0.001533508 0.070994380
## 3809 Cnga2 -0.034255980 -0.103665350 0.078749660 0.015715122
## 3810 Cnga3 -0.002632141 -0.040851116 0.094017980 0.060455800
## 3811 Cnga4 0.000000000 -0.061070442 -0.089920520 -0.005679607
## 3812 Cngb1 -0.143274783 0.088020803 -0.005046606 0.107979537
## 3813 Cngb3 0.009945393 0.072341440 -0.017618180 -0.014208794
## 3814 Cnih 0.322054860 -0.082267760 0.103282930 -0.029766083
## 3815 Cnih2 -0.014647484 0.283164020 0.096152780 0.084038260
## 3816 Cnih3 -0.047748566 0.107922080 0.075256350 0.079529760
## 3817 Cnih4 0.116343500 0.299508100 -0.581082340 -0.240769390
## 3818 Cnksr1 -0.010578156 -0.070296764 0.204443930 -0.048881054
## 3819 Cnksr2 -0.046714783 0.001747608 -0.018266678 0.110002040
## 3820 Cnksr3 0.154210090 0.018587112 -0.360014440 -0.432372100
## 3821 Cnn1 -0.150100230 -0.355963700 -0.137627600 -0.053597927
## 3822 Cnn2 0.056656360 0.443168160 0.116047380 0.000000000
## 3823 Cnn3 -0.226606845 0.141567945 -0.046811819 0.423747060
## 3824 Cnnm1 0.048424244 -0.055697440 -0.019929409 -0.038022520
## 3825 Cnnm2 0.868027450 0.095341446 0.438379050 -0.533112300
## 3826 Cnnm3 0.139531610 0.494419100 0.047819138 0.283840660
## 3827 Cnnm4 0.078329560 0.010490418 -0.263093470 -0.400961880
## 3828 Cnot1 -0.074456213 0.088956513 0.024884857 -0.022329173
## 3829 Cnot10 0.000000000 0.184384350 -0.244506840 0.354727750
## 3830 Cnot11 0.003150940 -0.060149193 0.222834590 -0.159060480
## 3831 Cnot2 0.015474558 -0.050335647 -0.117938997 0.197281120
## 3832 Cnot3 -0.229276660 0.185213090 -0.088751790 0.141330720
## 3833 Cnot4 0.455994600 -0.109471320 -0.146143910 0.147800450
## 3834 Cnot6 0.562590600 0.236999510 0.635403630 -0.057888985
## 3835 Cnot6l 0.675246240 0.129418370 0.374440200 0.151112560
## 3836 Cnot7 0.403166770 0.248953820 -0.017113686 -0.102272990
## 3837 Cnot8 -0.161177396 0.056973219 -0.185894010 0.059397460
## 3838 Cnp -0.579066300 -0.472823620 -0.059214115 -0.223398690
## 3839 Cnppd1 -0.420447350 0.667707440 -0.400230880 -0.223108290
## 3840 Cnpy1 0.034580230 0.152336120 0.122153280 -0.221884730
## 3841 Cnpy2 0.107440950 0.083230970 0.627679800 -0.289859300
## 3842 Cnpy3 0.179822920 0.176848410 0.081902504 -0.291587830
## 3843 Cnpy4 -0.321996700 0.047754765 0.172713760 0.134331230
## 3844 Cnr1 -0.032758236 -0.025996208 0.001164436 0.001479626
## 3845 Cnr2 -0.492712020 -0.311184880 -0.523297800 -0.251484400
## 3846 Cnrip1 -0.845654000 -0.593622200 -1.161357400 0.287047860
## 3847 Cnst -0.035072327 0.217986100 -0.033952236 0.615963460
## 3848 Cntd1 -0.201741220 -0.087990760 -0.227784160 -0.046329020
## 3849 Cntfr -0.069712160 -0.079001900 -0.180345540 -0.036499023
## 3850 Cntln 0.272817130 0.204368110 0.012389660 0.707761300
## 3851 Cntn1 0.108940125 0.007513046 0.034031390 0.010998249
## 3852 Cntn2 -0.031933784 -0.030101776 -0.013565064 -0.007816315
## 3853 Cntn3 0.011855602 -0.092269420 -0.050709248 0.000000000
## 3854 Cntn4 -0.129931930 0.097558500 0.073183060 0.091186520
## 3855 Cntn5 0.026491165 -0.023233890 -0.118290900 0.167204380
## 3856 Cntn6 0.002104282 0.000000000 0.204907900 -0.021841050
## 3857 Cntnap1 0.069987300 0.182375910 -0.010334492 0.488935470
## 3858 Cntnap2 -0.049478530 0.070757866 -0.118825436 -0.034827232
## 3859 Cntnap3 0.014712334 0.011977952 0.038113913 -0.005296229
## 3860 Cntnap4 0.201273440 0.066932200 0.105320930 -0.069031240
## 3861 Cntnap5a 0.137092110 -0.152752400 0.040766716 0.129768850
## 3862 Cntnap5b -0.001533508 -0.020930767 -0.037035465 0.027825356
## 3863 Cntnap5c 0.015812874 -0.126044035 0.120895864 -0.051354168
## 3864 Cntrob 0.048878670 0.063739300 0.069103720 -0.234111310
## 3865 Coa3 -0.024220467 0.184101100 -0.026918411 0.078958510
## 3866 Coa4 -0.163494590 -0.074876785 0.054270267 0.369874480
## 3867 Coa5 -0.126524930 0.217499730 0.029973030 -0.295487400
## 3868 Coa6 -0.163640500 0.408260820 0.442570200 -0.025155544
## 3869 Coasy -0.124341490 0.065843580 -0.039232254 0.433763030
## 3870 Cobl -0.279836650 -0.152889250 -0.216160300 0.199280740
## 3871 Cobll1 2.202883700 2.239779500 2.104200400 0.121065140
## 3872 Coch 0.221739770 0.164933200 -0.096160410 0.000000000
## 3873 Cog1 -0.008488655 -0.127105710 0.264233600 0.295975700
## 3874 Cog2 -0.041273594 -0.293388370 0.181029320 0.046515465
## 3875 Cog3 0.002113580 0.074252607 0.176952364 0.021993160
## 3876 Cog4 -0.301684860 -0.269885540 0.226171500 0.381462100
## 3877 Cog5 0.251873970 0.377586360 0.056800842 0.068159100
## 3878 Cog6 0.291765200 -0.178406720 -0.041785240 0.022865295
## 3879 Cog7 -0.015887737 -0.011503220 0.084360120 0.070678234
## 3880 Cog8 0.197452305 0.051526785 0.225402355 -0.102462529
## 3881 Coil -0.297010900 -0.088981150 0.616860870 0.220469000
## 3882 Col10a1 -0.105410576 -0.092272280 -0.058435917 0.266763700
## 3883 Col11a1 -0.080003740 -0.007398605 0.034568310 0.123173710
## 3884 Col11a2 -0.033147335 -0.011909485 0.024693490 -0.023784637
## 3885 Col12a1 -0.261997220 -0.242197040 -0.157642840 -0.275114060
## 3886 Col13a1 -0.111331940 -0.003867626 0.006307602 0.000000000
## 3887 Col14a1 0.546865940 0.267226700 0.070855620 -0.165064810
## 3888 Col15a1 -0.138635160 -0.150854110 -0.121057030 0.909785300
## 3889 Col16a1 0.009085178 -0.093545910 -0.005339146 0.049212456
## 3890 Col17a1 -0.060405730 -0.026310444 -0.046915530 0.098625180
## 3891 Col18a1 -0.108939170 -0.104092120 0.174655440 0.137051100
## 3892 Col19a1 -0.024800300 0.061610222 0.159215930 0.117940900
## 3893 Col1a1 -0.135729790 -0.028072357 -0.029515743 0.014301300
## 3894 Col1a2 0.000000000 -0.003476620 -0.038288116 -0.058059692
## 3895 Col20a1 -0.072140455 -0.042613985 -0.027742146 -0.140394685
## 3896 Col22a1 -0.073048115 -0.053703785 0.003737450 -0.007340431
## 3897 Col23a1 -0.082424164 0.289715770 0.071825030 0.032154083
## 3898 Col24a1 0.003099918 0.079451084 0.061448574 0.031399727
## 3899 Col25a1 -0.035772324 0.137537000 0.214341640 -0.099340440
## 3900 Col26a1 -0.012523651 0.061009884 0.116842270 -0.039326190
## 3901 Col27a1 -0.050781727 -0.036716938 0.150109290 0.000000000
## 3902 Col28a1 -0.061815740 0.000000000 0.126492500 0.191069130
## 3903 Col2a1 -0.065993786 -0.038295746 0.098277570 0.081829550
## 3904 Col3a1 -0.132459640 -0.069027424 0.000000000 0.231410500
## 3905 Col4a1 0.000000000 -0.108726500 -0.088724140 1.135805100
## 3906 Col4a2 -0.143515110 -0.164613250 0.212557320 1.095745600
## 3907 Col4a3 -0.129973410 -0.104077816 0.004562855 -0.064459324
## 3908 Col4a3bp 1.559137300 1.414157900 1.312196700 0.108491900
## 3909 Col4a4 -0.157853130 -0.109945774 -0.104083540 -0.055334090
## 3910 Col4a5 -0.069634914 -0.097481250 0.000000000 -0.095938680
## 3911 Col4a6 0.000000000 -0.000327000 0.041364193 0.049408913
## 3912 Col5a1 -0.116330385 -0.025985480 0.043714999 0.134531735
## 3913 Col5a2 -0.113056660 -0.208337780 0.031149387 0.016430378
## 3914 Col5a3 -0.082820415 0.000000000 0.031304360 -0.033552170
## 3915 Col6a1 -0.374923230 -0.071695805 -0.000902000 0.157765870
## 3916 Col6a2 -0.106439590 0.131219860 0.050849438 0.128834720
## 3917 Col6a3 -0.206388950 -0.197870730 -0.318387500 -0.030923367
## 3918 Col6a4 -0.064231396 0.001692295 -0.094499590 -0.030405045
## 3919 Col6a5 -0.161213397 0.009836197 0.046440125 -0.018521309
## 3920 Col6a6 0.226481675 0.109301092 0.213276870 0.194535260
## 3921 Col7a1 -0.107895850 -0.005941868 0.117804050 -0.048133850
## 3922 Col8a1 -0.450714600 -0.329162120 -0.383836750 0.835103030
## 3923 Col8a2 -0.128693100 0.183718200 0.142833230 -0.097855090
## 3924 Col9a1 0.000864000 -0.013215065 -0.045140743 -0.039108753
## 3925 Col9a2 -0.161193370 0.102590084 0.036170006 -0.040133953
## 3926 Col9a3 -0.048866750 0.001811981 -0.107254505 0.064030650
## 3927 Colec10 0.104713920 0.066573620 -0.068520546 -0.060718060
## 3928 Colec11 0.000000000 -0.249244690 -0.016017914 0.476434700
## 3929 Colec12 -0.261405470 -0.313382150 -0.416574000 0.000000000
## 3930 Colgalt2 0.387079240 0.181645400 0.115778920 0.568720340
## 3931 Colq -0.082986355 0.092080116 -0.008277893 0.015100002
## 3932 Commd1 0.100782394 0.415377620 0.361042980 -0.081037520
## 3933 Commd10 0.238381860 0.531144140 0.265228270 -0.237266060
## 3934 Commd2 0.000000000 0.024754047 0.269361020 -0.013548851
## 3935 Commd3 -0.090939520 -0.007527351 0.098919870 0.142879490
## 3936 Commd4 -0.191693300 0.086133000 0.181829450 -0.324575420
## 3937 Commd5 -0.122161390 0.454710000 0.605348100 0.054141520
## 3938 Commd6 0.060317040 0.221751210 0.000000000 -0.365959640
## 3939 Commd7 -0.150005340 -0.187067510 -0.251679420 0.317639830
## 3940 Commd8 -0.181735040 -0.392318250 0.104083540 0.274664880
## 3941 Commd9 -0.090244770 -0.248437400 0.075484276 0.311112880
## 3942 Comp -0.077222824 0.005813599 0.000000000 0.218903060
## 3943 Comt -0.380305770 0.361895560 0.244058610 -0.059457780
## 3944 Comtd1 -0.024014950 0.093944070 0.236664770 0.021914959
## 3945 Copa -0.015765190 0.061467170 0.116937640 0.000000000
## 3946 Copb1 0.015066147 -0.006293297 0.158312800 0.244568820
## 3947 Copb2 0.020439148 0.179707530 0.327528950 0.051918983
## 3948 Cope 0.276570320 0.183629990 0.035745620 -0.107362750
## 3949 Copg1 0.072145460 0.115660670 0.245911120 -0.010088921
## 3950 Copg2 0.318511000 0.139874460 -0.023405075 0.126631740
## 3951 Coprs 0.007810593 0.021915436 -0.116818430 -0.174279210
## 3952 Cops2 0.104171750 0.000000000 0.067789080 -0.217739100
## 3953 Cops3 0.078759673 0.003654480 0.495897765 0.099170210
## 3954 Cops4 -0.353611950 0.106044770 -0.149634360 -0.692520140
## 3955 Cops5 0.118786810 0.199440000 0.137413980 -0.762171750
## 3956 Cops6 -0.250928880 0.480651860 0.498478900 -0.001056671
## 3957 Cops7a 0.262532230 0.011284828 0.296545030 -0.119779590
## 3958 Cops7b -0.144519800 0.611104970 0.700751300 0.239874840
## 3959 Cops8 -0.075802800 0.060091020 0.076136590 0.199920650
## 3960 Copz1 -0.231264110 -0.192052840 0.097770690 -0.465183260
## 3961 Copz2 0.657690050 1.040550200 0.534897800 0.282111170
## 3962 Coq10a 0.107344870 0.029659635 0.224088668 -0.197736260
## 3963 Coq10b 0.138062240 -0.253917223 0.280691385 -0.172320365
## 3964 Coq2 -0.153407100 0.029488564 -0.051550865 0.137240410
## 3965 Coq3 0.469096180 0.107241150 -0.172141550 -0.167208670
## 3966 Coq4 0.000000000 -0.043731213 -0.078151700 0.096201420
## 3967 Coq5 0.305226330 0.294087400 0.055855750 -0.156247620
## 3968 Coq6 0.091236115 0.503589630 -0.059111120 -0.010141850
## 3969 Coq7 -0.301421640 0.416176320 0.129070280 -0.327353950
## 3970 Coq9 -0.108570576 -0.094269276 0.104177950 0.160731790
## 3971 Corin -0.003713608 0.000000000 -0.086303234 0.071109770
## 3972 Coro1a -0.348029600 -0.110166070 -0.168766020 -0.058027744
## 3973 Coro1b -0.180179600 0.230407710 0.107757570 -0.157114030
## 3974 Coro1c -0.712683700 0.087744710 -0.319240570 0.166428570
## 3975 Coro2a -0.082712170 -0.191080100 -0.324780460 -0.404944420
## 3976 Coro2b -0.011990547 0.496604440 0.086936474 0.679036600
## 3977 Coro6 -0.395991330 -0.307569030 -0.342111100 1.952597100
## 3978 Coro7 -0.017312050 -0.205357550 -0.118717190 0.057942390
## 3979 Cort -0.216510300 -0.040095330 0.091246605 -0.177280430
## 3980 Cotl1 0.029096127 0.055661200 -0.282083030 -0.389885900
## 3981 Cox10 0.215413100 0.030817032 -0.057142258 -0.172223090
## 3982 Cox11 -0.070022106 -0.095446110 0.168131830 -0.263773920
## 3983 Cox14 -0.183635710 0.023983955 0.632712360 -0.206729890
## 3984 Cox15 -0.203345300 0.223114970 0.147795200 -0.111010550
## 3985 Cox16 0.096242905 0.089576720 -0.129468920 -0.292305950
## 3986 Cox17 0.186977390 0.039532660 0.136969570 -0.054890633
## 3987 Cox18 -0.182564260 -0.039497375 -0.257856370 0.038103104
## 3988 Cox19 0.526799200 -0.286366940 0.725128650 -0.242596150
## 3989 Cox20 0.144545555 -0.133074763 -0.012132645 -0.026650429
## 3990 Cox4i1 -0.329870220 0.042484283 -0.254668240 -0.309363370
## 3991 Cox4i2 -0.062371254 0.070965290 0.144558430 0.240976330
## 3992 Cox5a 0.003906250 0.074903490 0.263209340 -0.686730400
## 3993 Cox5b -0.067117215 0.046217918 -0.155600070 -0.278121950
## 3994 Cox6a1 0.126620300 0.000000000 0.073025700 -0.239070890
## 3995 Cox6a2 -0.056807995 -0.079783440 0.052188396 0.591211300
## 3996 Cox6b1 0.004654884 0.140149120 0.143096920 -0.293786050
## 3997 Cox6b2 -0.326440330 -0.062453270 -0.325548170 -0.305455200
## 3998 Cox6c -0.010447025 0.053469658 0.028626442 -0.127166270
## 3999 Cox7a1 0.002596378 0.649054500 -0.119117740 1.065355300
## 4000 Cox7a2 0.010927200 0.000000000 -0.133375170 -0.096983910
## 4001 Cox7a2l -0.033393860 0.135971545 -0.058067798 0.118792535
## 4002 Cox7b 0.006728173 0.031082153 -0.385518075 -0.206333635
## 4003 Cox7b2 -0.064181805 0.011878967 -0.014164925 -0.016721249
## 4004 Cox7c 0.042383194 0.019143581 -0.084303855 -0.291644575
## 4005 Cox8a -0.031054497 -0.038948060 -0.434498800 -0.174888610
## 4006 Cox8b 0.000000000 0.076543330 0.132126810 0.945494200
## 4007 Cox8c -0.118431090 -0.188580990 0.064232826 0.058865070
## 4008 Cp 3.265719000 3.056302500 3.871860000 0.543714050
## 4009 Cpa1 0.099808690 0.060448647 -0.027089596 -0.002530098
## 4010 Cpa2 0.003743649 0.034944057 -0.012018681 -0.012018681
## 4011 Cpa3 0.048422337 0.004868031 -0.023998260 -0.022658348
## 4012 Cpa4 -0.024598122 0.146253590 -0.024931430 0.062848570
## 4013 Cpa5 0.019540310 0.156082630 0.040709020 -0.175236230
## 4014 Cpa6 -0.076672554 0.000000000 -0.073956010 -0.017548084
## 4015 Cpb1 0.031832695 -0.068017480 0.035055160 0.059659004
## 4016 Cpb2 -0.066704270 -0.041100980 -0.029455185 0.065982820
## 4017 Cpd 0.440511700 0.475089070 0.213905330 0.202094080
## 4018 Cpe 1.722604300 2.071382000 2.566677600 0.750287530
## 4019 Cpeb1 -0.058760166 -0.121124744 0.015372276 0.000000000
## 4020 Cpeb2 0.000000000 0.021897316 -0.473246570 -0.382946000
## 4021 Cpeb3 -0.142522340 -0.308256630 0.000000000 0.396776200
## 4022 Cpeb4 -0.092873570 -0.215736390 0.000000000 -0.083210945
## 4023 Cped1 -1.083896200 -1.425556200 -1.952580000 2.497279200
## 4024 Cphx1 0.086288610 -0.019746621 0.238500753 0.088303406
## 4025 Cplx1 0.201052190 0.100234030 0.127118590 -0.045457363
## 4026 Cplx2 -0.180869100 -0.127923970 0.176414490 0.216001990
## 4027 Cplx3 0.093421936 0.000000000 0.000000000 0.131398200
## 4028 Cplx4 0.000000000 0.023385525 -0.067135810 -0.090625760
## 4029 Cpm 0.152803420 -0.246029850 -0.167994500 0.894913200
## 4030 Cpn1 0.145879270 -0.042583942 -0.076533320 0.159287930
## 4031 Cpn2 -0.034826756 -0.046182156 -0.068195820 -0.048198700
## 4032 Cpne1 0.100788120 -0.063612940 0.183082580 -0.107011795
## 4033 Cpne2 0.189525600 0.453640940 -0.051179886 -0.768950460
## 4034 Cpne3 0.116643906 0.043658257 0.204517360 -0.052402496
## 4035 Cpne4 -0.051496030 -0.001652718 -0.059662820 -0.068113330
## 4036 Cpne5 -0.118173600 -0.000606000 0.114842890 0.107318400
## 4037 Cpne6 0.000000000 0.039890290 0.098683834 0.093484880
## 4038 Cpne7 -0.092776300 0.028112888 0.162845610 0.000000000
## 4039 Cpne8 0.052216530 0.000000000 0.478180900 0.177651400
## 4040 Cpne9 -0.106067180 0.020155907 -0.064292430 -0.057111263
## 4041 Cpox 0.174396510 0.000000000 0.049652100 -0.123473170
## 4042 Cpped1 -0.117507460 0.664056300 -0.028557777 -0.035131930
## 4043 Cpq -0.095198630 0.086536884 -0.172877790 -0.498966220
## 4044 Cps1 -0.071741104 0.101015090 0.104853630 0.000000000
## 4045 Cpsf1 0.038892746 0.142842770 0.612849240 0.201681610
## 4046 Cpsf2 -0.480966570 -0.597813600 -0.550785060 -0.172115330
## 4047 Cpsf3 0.000000000 0.123428345 0.221122740 0.004093170
## 4048 Cpsf3l -0.047247410 -0.047247410 -0.301067350 0.330008030
## 4049 Cpsf4 0.208727840 -0.232607360 -0.276009560 0.061026096
## 4050 Cpsf4l -0.056407450 -0.002731800 -0.135619160 0.040328503
## 4051 Cpsf6 0.372956280 0.002982140 -0.265894900 0.210881230
## 4052 Cpsf7 -0.138903620 0.189390180 -0.356603620 -0.004633904
## 4053 Cpt1a 0.610888500 0.693933500 0.539101600 -0.306221960
## 4054 Cpt1b 0.121057030 -0.394881730 -0.068246365 -0.073870660
## 4055 Cpt1c -0.118817330 0.039098740 -0.185316090 -0.179821010
## 4056 Cpt2 0.433595180 0.483029840 0.322766780 0.012197018
## 4057 Cpvl 0.001231670 -0.034675600 0.143004420 -0.045218468
## 4058 Cpxcr1 -0.028679848 0.000000000 0.043746950 0.003114700
## 4059 Cpxm1 0.044487953 -0.122292520 0.021231651 -0.003447056
## 4060 Cpxm2 -0.024644375 -0.066810610 -0.051855564 0.128980640
## 4061 Cpz -0.206098080 -0.020243168 0.017516613 0.028061390
## 4062 Cr1l 0.223019600 0.092139244 0.230701450 0.089249610
## 4063 Cr2 -0.197357650 -0.152710910 -0.072871685 0.120829580
## 4064 Crabp1 -0.197287560 0.015135765 0.168064600 -0.058933735
## 4065 Crabp2 0.011721611 0.057035446 0.078608510 -0.154930110
## 4066 Cradd 0.013848305 0.405635360 -0.035670280 0.534095760
## 4067 Cramp1l 0.418510900 0.281164650 0.000000000 0.047406673
## 4068 Crat 0.071951866 -0.136225700 0.239985470 0.266264920
## 4069 Crb1 0.009132385 -0.031382084 0.202732560 -0.000398000
## 4070 Crb2 -0.155175690 -0.001859665 0.000000000 -0.004364967
## 4071 Crb3 -0.087306020 -0.069931030 0.127203940 0.119720460
## 4072 Crbn 0.149232860 0.131249430 -0.216442110 0.000000000
## 4073 Crcp -0.531487460 0.518560400 -0.779832840 -0.066810610
## 4074 Crct1 0.067399980 0.003605366 -0.049189568 -0.197442050
## 4075 Creb1 0.111570360 0.148521420 0.053515434 -0.151720050
## 4076 Creb3 -0.148535730 -0.581113800 -0.243062020 0.341750140
## 4077 Creb3l1 -0.057901860 -0.126976970 -0.079928875 0.428275100
## 4078 Creb3l2 0.039335250 0.255469320 0.000000000 -0.296943200
## 4079 Creb3l3 -0.089224340 -0.088182926 -0.052586080 0.035191060
## 4080 Creb3l4 0.073791030 -0.137324330 0.705434300 -0.123290060
## 4081 Creb5 -0.432969570 -0.560078140 -0.512925600 1.036839000
## 4082 Crebbp 0.326155660 -0.013500214 0.094549180 0.332709300
## 4083 Crebl2 -0.018425941 0.993792530 0.766968700 0.040584564
## 4084 Crebrf -0.034193993 0.136116030 0.000000000 0.116434100
## 4085 Crebzf 0.013684273 0.050469400 -0.110098840 0.274989130
## 4086 Creg1 -0.560229800 -0.672863500 -0.289718630 0.109260080
## 4087 Creg2 -0.065406320 0.004884243 0.027693272 0.170394420
## 4088 Creld1 0.014098644 0.000000000 0.059486866 -0.078273300
## 4089 Creld2 -0.108488080 0.063556670 0.324842450 -0.199351310
## 4090 Crem 1.209683900 -0.169836040 -0.588037970 0.074846270
## 4091 Crh -0.008239746 0.031723022 0.110186580 0.000000000
## 4092 Crhbp 0.012131691 -0.028452873 -0.063069340 0.084097385
## 4093 Crhr1 0.055187225 0.048690796 0.075662136 -0.040793420
## 4094 Crhr2 0.072765830 -0.050911427 0.095262050 0.000000000
## 4095 Crim1 -0.289480200 -0.158430100 -0.153485300 0.528724700
## 4096 Crip1 -0.280166630 -0.183222770 -0.883137700 0.140216830
## 4097 Crip2 0.429468150 0.937572500 0.698658940 -0.104310990
## 4098 Crip3 -0.033644676 0.054456710 0.051265240 -0.151172160
## 4099 Cript 0.308654800 -0.035693170 0.165468220 -0.144959450
## 4100 Crisp1 0.096481320 0.057269096 -0.003163815 -0.058241367
## 4101 Crisp2 -0.007645607 -0.001008987 0.010143757 0.003775597
## 4102 Crisp3 -0.032660007 0.060287952 0.117260930 -0.039538383
## 4103 Crisp4 0.053324223 -0.036064625 0.012811661 0.051636696
## 4104 Crispld1 0.641124700 0.417981150 0.426542280 0.109925270
## 4105 Crispld2 -0.052710056 -0.013464451 0.026974201 -0.174943920
## 4106 Crk 0.266156200 0.095090866 0.132515900 0.000000000
## 4107 Crkl 0.057033540 -0.053204536 -0.121260640 0.135185240
## 4108 Crlf1 -0.046332836 0.040157318 0.090552330 -0.001761913
## 4109 Crlf2 -0.221706390 -0.145273210 0.178869250 -0.027009010
## 4110 Crlf3 -0.306456570 0.226632120 0.087422370 0.007806778
## 4111 Crls1 -0.484715940 0.067731860 -0.112868310 0.057208060
## 4112 Crmp1 0.037077427 -0.039517403 0.087817670 0.000000000
## 4113 Crnkl1 0.081088066 -0.065189360 0.114264490 0.062408447
## 4114 Crnn 0.141674520 -0.015808105 0.219555850 0.006316662
## 4115 Crocc -0.003614426 0.131885050 0.145457270 0.036592484
## 4116 Crot 0.000000000 -0.402155880 -0.061373710 0.562541000
## 4117 Crp 0.187991140 0.040449142 -0.004167557 -0.061346530
## 4118 Crtac1 -0.008309364 0.053461075 0.048101425 -0.092332840
## 4119 Crtam 0.015438557 -0.002670765 -0.014872074 0.065836430
## 4120 Crtap 1.095057500 1.103542300 1.226331700 0.000000000
## 4121 Crtc1 0.031501770 0.313228130 0.133984090 -0.154263500
## 4122 Crtc2 0.379940030 0.415007600 0.550027850 -0.132892610
## 4123 Crtc3 0.155181880 -0.220132350 -0.594298360 0.080271720
## 4124 Crx 0.022084236 0.069020270 0.241580010 -0.014755726
## 4125 Crxos1 0.025346756 0.102068424 -0.031923770 0.078169820
## 4126 Cry1 -0.090719220 0.046841145 0.201202870 0.684327100
## 4127 Cry2 -0.172557830 0.119440080 -0.336133480 0.284850600
## 4128 Cryaa -0.032016277 -0.208060260 -0.038669110 -0.092651844
## 4129 Cryab -0.533693800 -0.571911800 -0.427268500 0.042522430
## 4130 Cryba1 0.000000000 -0.004331112 -0.359810350 -0.147904870
## 4131 Cryba2 0.252112400 -0.006626606 0.005014420 0.157095430
## 4132 Cryba4 -0.043974400 -0.111846450 0.001662731 -0.194882870
## 4133 Crybb1 0.000000000 -0.065051556 0.039827824 -0.208804130
## 4134 Crybb2 -0.010332108 0.052032470 0.072430610 -0.024741650
## 4135 Crybb3 0.096302986 0.195777900 0.380425450 0.138230320
## 4136 Crybg3 0.534887300 0.562950130 0.463342670 0.317140580
## 4137 Cryga 0.025384903 -0.071878430 0.233514790 0.003631592
## 4138 Crygb 0.105031010 0.195853710 0.269099700 0.149657730
## 4139 Crygc -0.088461400 0.077268120 0.040150166 0.093742850
## 4140 Crygd 0.055027960 0.235438350 0.021868229 -0.102709770
## 4141 Cryge 0.015038013 0.099989890 0.077362540 -0.171348570
## 4142 Crygf 0.165118700 -0.064178940 -0.014701366 0.014923573
## 4143 Crygn -0.065999510 -0.041650295 -0.035299778 -0.020093441
## 4144 Crygs 0.037532330 -0.081713680 0.000000000 0.198718070
## 4145 Cryl1 -0.265528680 0.042202473 -0.144698620 0.054443360
## 4146 Crym 0.009158134 0.199178700 0.026113987 -0.144117830
## 4147 Cryz -0.028235912 0.521173000 0.414875030 0.066377640
## 4148 Cryzl1 0.257740970 0.301692960 0.328042030 -0.109549520
## 4149 Cs -0.198607440 -0.108452800 -0.323457720 -0.163450240
## 4150 Csad 0.029980660 0.052410126 -0.052942276 -0.198865890
## 4151 Csdc2 0.093195440 0.157102580 0.112607480 -0.026852130
## 4152 Csde1 0.154998780 0.103189470 0.025839806 0.057388306
## 4153 Cse1l -0.296813960 -0.098935130 -0.046854973 -0.123777390
## 4154 Csf1 1.114915800 -0.359669200 0.330163000 0.355992320
## 4155 Csf1r -0.074964520 0.178654200 0.274141300 -0.105476856
## 4156 Csf2 0.000000000 0.053303240 0.051447870 0.027123928
## 4157 Csf2ra -0.053350450 0.031076431 -0.197796820 0.089081290
## 4158 Csf2rb -0.530165200 -0.657986160 0.084860800 -0.495626930
## 4159 Csf2rb2 -0.314696300 -0.454543600 0.010816574 -0.523010250
## 4160 Csf3 0.036236286 0.055434227 0.161557200 0.151721950
## 4161 Csf3r -0.024315834 -0.108889100 -0.230178830 0.062999725
## 4162 Csgalnact1 0.428754800 0.222661020 0.418474200 0.334118840
## 4163 Csgalnact2 -0.020289421 -0.561988830 -0.370496750 0.015686989
## 4164 Csk -0.141669270 -0.299459930 -0.301517500 0.000000000
## 4165 Csl -0.126323220 -0.013684273 0.010083199 -0.222937100
## 4166 Csmd1 -0.001590729 -0.001590729 0.049390316 0.110709670
## 4167 Csmd3 -0.035751955 -0.018716812 0.048089845 0.050095013
## 4168 Csn1s1 -0.003035069 0.010717869 0.000000000 0.080945490
## 4169 Csn1s2a -0.063882350 -0.022198200 0.069866180 0.150668140
## 4170 Csn1s2b -0.007999897 0.033689500 0.023014545 -0.028021336
## 4171 Csn2 0.000000000 0.016327381 0.172924040 -0.018811226
## 4172 Csn3 0.000769000 -0.030091286 0.042554855 -0.043438435
## 4173 Csnk1a1 0.035653114 -0.169035910 -0.030307770 0.163004880
## 4174 Csnk1d 0.000000000 0.148090360 0.271823880 -0.414595600
## 4175 Csnk1e 0.114946365 0.000000000 -0.370149600 0.350709920
## 4176 Csnk1g1 0.258383750 -0.002554894 -0.325939180 0.069463730
## 4177 Csnk1g2 0.157333370 0.589586260 0.791760440 0.057501793
## 4178 Csnk1g3 0.316822050 0.150409700 -0.098939896 0.065214160
## 4179 Csnk2a1 0.243006230 0.049998760 0.060768127 -0.036335945
## 4180 Csnk2a2 0.150143620 0.070263860 -0.072450640 0.002088547
## 4181 Csnk2b -0.067463875 -0.111776350 0.000000000 -0.142457010
## 4182 Csnka2ip -0.050887585 -0.086741924 -0.090780735 0.074284080
## 4183 Cspg4 -0.116096020 -0.072294710 0.007085323 -0.115471360
## 4184 Cspg5 0.147645950 -0.015353203 0.055695057 0.107414246
## 4185 Cspp1 -0.042727985 -0.215600232 -0.235589791 0.109298154
## 4186 Csprs -0.182213784 -0.157801471 -0.408744960 1.818318700
## 4187 Csrnp1 0.268351550 -0.349450100 0.077643394 -0.367942800
## 4188 Csrnp2 -0.268032070 -0.037427425 0.105470660 -0.223535060
## 4189 Csrnp3 0.051887990 -0.034962654 0.165195470 -0.098887920
## 4190 Csrp1 -0.183008200 -0.354442600 -0.098213196 -0.049647330
## 4191 Csrp2 1.774991000 1.572272300 1.625430100 -0.590000150
## 4192 Csrp2bp 0.036127090 0.174029350 0.563346860 0.404592500
## 4193 Csrp3 -0.222230910 -0.016645908 -0.042143820 0.286880970
## 4194 Cst10 -0.030086517 0.038147926 0.152174000 0.117496970
## 4195 Cst11 -0.199938770 -0.061642170 0.000000000 -0.017080784
## 4196 Cst12 0.006031990 -0.000679000 0.108688354 0.034355164
## 4197 Cst13 0.006832600 -0.117561340 0.000000000 -0.061178207
## 4198 Cst3 0.120544430 0.157947540 0.134379390 0.110106470
## 4199 Cst6 0.101081850 0.000000000 0.054114340 0.065335750
## 4200 Cst7 0.054055214 -0.232830050 -0.443010800 0.082453730
## 4201 Cst8 0.033618450 -0.217572210 -0.223423960 0.086421970
## 4202 Cst9 0.008157253 -0.107481960 0.210011960 -0.064772606
## 4203 Csta 0.052519800 0.143556600 0.000971000 0.018083572
## 4204 Cstad 0.532010100 1.512884600 0.446198940 0.045527460
## 4205 Cstb 0.059390068 0.395595550 0.602746960 -0.424698350
## 4206 Cstf1 -0.211079120 -0.024374485 -0.113671300 0.000000000
## 4207 Cstf2 0.186479570 0.436012270 -0.007300377 0.329689030
## 4208 Cstf2t -0.074064730 0.134801390 0.173597340 0.132140160
## 4209 Cstf3 0.489830030 -0.157129050 -0.202061655 -0.134224655
## 4210 Cstl1 -0.009913921 0.100151540 0.014651299 0.038425922
## 4211 Ctag2 -0.033528805 -0.042612076 0.184395790 -0.005242348
## 4212 Ctage5 -0.113806725 -0.004614830 -0.304393770 0.001172066
## 4213 Ctbp1 0.145440100 0.036639214 0.073102000 0.139411930
## 4214 Ctbp2 0.411891940 0.340604780 0.623359700 0.000000000
## 4215 Ctbs -0.041996956 -0.009107590 0.308769230 -0.039857388
## 4216 Ctc1 0.075611115 -0.104804990 0.004104137 0.101846220
## 4217 Ctcf 0.150220870 0.156254770 0.091843605 0.034428596
## 4218 Ctcfl 0.032968044 -0.034249306 0.000000000 -0.108727930
## 4219 Ctdnep1 0.112813153 -0.249935787 -0.133952935 -0.120778562
## 4220 Ctdp1 0.019154072 0.473720550 0.216504570 0.266826630
## 4221 Ctdsp1 -0.071475980 0.380168900 0.746313100 0.054598810
## 4222 Ctdsp2 -0.220980645 0.228350165 0.045324326 0.206707955
## 4223 Ctdspl 0.040842533 0.020894527 0.206875800 0.286989700
## 4224 Ctdspl2 0.311930655 0.317855360 -0.166703940 0.156418800
## 4225 Ctf1 0.000000000 -0.116823200 -0.038925648 -0.025985718
## 4226 Ctf2 -0.050021650 0.104991910 -0.002038956 0.026883125
## 4227 Ctgf 0.397061820 -0.140997410 0.082959650 -0.436597350
## 4228 Cth 0.066706660 -0.052775860 -0.085724354 -0.102439880
## 4229 Cthrc1 1.335145000 1.732578300 1.162445500 -0.087060450
## 4230 Ctif 0.451388840 0.382543100 0.808409200 0.529796100
## 4231 Ctla2a 0.610935200 0.252452850 0.609605800 -0.089528084
## 4232 Ctla2b 0.680499100 0.145747180 0.866135600 -0.538278100
## 4233 Ctla4 0.083943370 0.076978210 0.000000000 -0.081102370
## 4234 Ctnna1 0.049594880 0.000000000 -0.252742770 0.254554750
## 4235 Ctnna2 -0.076062200 -0.063407420 0.000000000 -0.018452168
## 4236 Ctnna3 -0.182068350 -0.082029340 0.057433130 0.012176514
## 4237 Ctnnal1 -0.536662600 -0.432460780 -0.638393400 -0.657769200
## 4238 Ctnnb1 0.633237840 0.823696140 0.501178740 0.463098530
## 4239 Ctnnbip1 0.263328080 0.095219135 0.796305660 1.539211300
## 4240 Ctnnbl1 -0.039658070 0.558890340 0.053411960 0.171703340
## 4241 Ctnnd1 -0.164796830 -0.293080330 -0.468991280 0.077412605
## 4242 Ctnnd2 0.002216816 -0.019436360 0.004856110 -0.073585990
## 4243 Ctns -0.034928320 -0.395398620 -0.017670155 -0.396354200
## 4244 Ctps 1.045728700 0.286174300 1.359641100 -0.083571910
## 4245 Ctps2 0.000000000 0.246826170 -0.108078960 -0.275205600
## 4246 Ctr9 0.174067970 0.616688250 0.584317700 0.090484140
## 4247 Ctrb1 0.086093900 -0.027287960 0.228738310 -0.031274796
## 4248 Ctrc -0.002490997 -0.153309820 -0.001361847 0.087219715
## 4249 Ctrl -0.066949370 -0.185051440 -0.506294250 0.268625740
## 4250 Cts3 0.048727513 -0.033128499 -0.070360185 0.026170016
## 4251 Cts6 -0.010391712 -0.050013065 0.000000000 0.051397324
## 4252 Cts7 -0.004996777 0.000000000 0.087874410 0.127994060
## 4253 Cts8 -0.032444954 0.000000000 0.064004900 -0.047034264
## 4254 Ctsa 0.119028090 0.471663480 0.253211980 0.018130302
## 4255 Ctsb -0.343916900 -0.392330170 -0.313141820 -0.060691833
## 4256 Ctsc 0.411965370 0.417326930 0.248690600 -3.402336100
## 4257 Ctsd -0.457677840 -0.398742680 -0.677868840 -0.584579470
## 4258 Ctse 0.000000000 -0.134247780 -0.234188560 -0.135630610
## 4259 Ctsf 0.376954080 0.404865740 0.500358100 -0.175298690
## 4260 Ctsg -0.229395870 0.076126575 0.000000000 -0.175711630
## 4261 Ctsh 2.963794200 2.757796800 2.485586600 -0.653089500
## 4262 Ctsj 0.000000000 0.042072296 0.051201820 -0.056575775
## 4263 Ctsk 0.000000000 -0.479944230 -0.652951240 -0.275927540
## 4264 Ctsl -0.539166450 -0.375638960 -0.469751360 0.273286820
## 4265 Ctsll3 -0.199730870 0.123857500 -0.186289310 0.136440280
## 4266 Ctsm 0.092020750 0.038323880 -0.113513470 -0.012825012
## 4267 Ctso 0.037993430 0.471626280 0.089120865 -0.143999100
## 4268 Ctsq -0.028689861 0.028459072 0.052031040 0.046385765
## 4269 Ctsr -0.172655100 0.000000000 -0.018013000 -0.079320430
## 4270 Ctss 0.028610230 0.000000000 0.520058630 -0.395169730
## 4271 Ctsw 0.054215908 -0.144719120 0.378779400 0.029799461
## 4272 Ctsz -0.566804900 -0.509973500 -0.740750300 -0.201703070
## 4273 Cttn -0.004231453 0.531419750 0.396337500 0.221086500
## 4274 Cttnbp2 0.716464040 0.272611140 0.290309430 0.006718636
## 4275 Cttnbp2nl 1.154654500 0.366116520 0.090747830 0.061182976
## 4276 Ctu1 -0.296701430 -0.074222565 0.240305900 0.039711475
## 4277 Ctu2 0.123476030 -0.121761320 0.193611620 0.058351040
## 4278 Ctxn1 -0.223675730 -0.008301258 0.003634453 -0.010495663
## 4279 Ctxn2 -0.091323376 0.046924114 0.119394300 0.007989883
## 4280 Ctxn3 0.022981167 -0.188168050 -0.249923700 -0.086731434
## 4281 Cubn 0.025453568 0.009467125 -0.146460060 -0.133115290
## 4282 Cuedc1 -0.160099030 0.295774460 -0.309561250 0.228043560
## 4283 Cuedc2 0.055267810 0.196338650 0.223490720 -0.106707096
## 4284 Cul1 0.060454370 -0.223441120 0.000000000 0.129038810
## 4285 Cul2 0.530877100 0.330917360 -0.182939530 -0.076045040
## 4286 Cul3 0.135658260 0.045578003 -0.104923250 -0.088017460
## 4287 Cul4a 0.422992700 -0.013755798 0.448277470 0.000000000
## 4288 Cul4b 0.032855034 -0.078859330 0.013082504 0.033246040
## 4289 Cul5 -0.001204491 -0.110870360 0.129115100 0.044354440
## 4290 Cul7 -0.204972740 0.358686450 0.391358380 -0.013750076
## 4291 Cul9 -0.002265453 0.313244340 -0.073637486 0.081684110
## 4292 Cuta 0.036219597 0.229316710 0.160113330 0.005986214
## 4293 Cutc 0.039299965 0.239274020 0.554823400 -0.086086270
## 4294 Cux1 0.112996100 0.020866394 0.166889190 0.035408974
## 4295 Cux2 -0.000701000 0.000000000 -0.037032127 0.000000000
## 4296 Cuzd1 -0.235486500 -0.008749962 0.000000000 -0.092768670
## 4297 Cwc15 0.160996440 0.289504050 0.189332960 -0.204866410
## 4298 Cwc22 0.299034120 -0.584103600 0.124695780 0.274727820
## 4299 Cwc25 0.075942279 0.066482306 -0.198192120 0.067249536
## 4300 Cwc27 0.544377300 0.633833900 0.463555340 0.551241900
## 4301 Cwf19l1 -0.262737270 -0.026343822 0.611728670 -0.228932380
## 4302 Cwf19l2 -0.018033981 0.000000000 -0.181397440 0.187695500
## 4303 Cwh43 -0.085938930 -0.015523434 0.111862660 0.014151096
## 4304 Cx3cl1 0.900493140 0.501153950 0.379150870 0.131765370
## 4305 Cx3cr1 0.000000000 -0.052005290 -0.118813515 -0.017025470
## 4306 Cxadr 0.145716670 0.480580800 0.022109509 0.243164060
## 4307 Cxcl1 0.790384300 -0.224005220 0.230282780 0.330564500
## 4308 Cxcl10 1.493571800 -0.610364900 -0.451815600 -0.483788970
## 4309 Cxcl11 0.516402240 0.201880460 -0.029797077 0.094223020
## 4310 Cxcl12 0.788430200 0.999755860 0.956595400 0.834372500
## 4311 Cxcl13 -0.215157510 -0.174344540 -0.165320400 -0.158545500
## 4312 Cxcl14 -0.153233530 -0.056229115 0.036402702 1.053884500
## 4313 Cxcl15 -0.021787167 0.001640320 0.136392600 -0.046853065
## 4314 Cxcl16 -0.557000160 -0.636041160 -0.084322930 0.669278600
## 4315 Cxcl17 0.588057500 0.218998910 -0.031550884 0.077971935
## 4316 Cxcl2 1.515709400 -0.318759920 -0.224003310 0.369377600
## 4317 Cxcl3 0.000000000 0.100268364 0.078196050 0.077599050
## 4318 Cxcl5 0.029335499 -0.033157825 0.126887320 0.140737530
## 4319 Cxcl9 -0.760524300 -1.005535100 -0.769436840 2.690850700
## 4320 Cxcr1 0.000000000 -0.107323650 -0.006844044 0.041180134
## 4321 Cxcr2 -0.286612030 -0.032898426 -0.095529080 0.756004800
## 4322 Cxcr3 -0.066635130 0.022537231 -0.033864020 0.017651558
## 4323 Cxcr4 -2.424967800 -2.909063800 -2.351341200 0.494512560
## 4324 Cxcr5 0.217377190 0.079246520 -0.053436280 -0.041744232
## 4325 Cxcr6 0.277088640 0.492366300 -0.080131054 0.003906727
## 4326 Cxx1a 0.527137755 0.575416075 0.546287535 0.255282400
## 4327 Cxx1c 0.683137900 0.827739700 -0.078127860 0.000000000
## 4328 Cxxc1 0.106338980 0.038311480 0.049568176 0.430438040
## 4329 Cxxc4 -0.160593510 0.010362625 -0.127432350 0.440558900
## 4330 Cxxc5 0.009824276 -0.194944380 0.054296017 0.000000000
## 4331 Cyb5 -0.106646540 -0.268444060 -0.433008200 0.020030975
## 4332 Cyb561 0.871769400 0.648991100 0.747534750 -0.257843970
## 4333 Cyb561a3 -0.079010010 0.064531330 0.134417530 -0.157558440
## 4334 Cyb561d1 -0.189653400 0.150645260 0.000000000 -0.247150420
## 4335 Cyb561d2 -0.128895760 -0.211555480 -0.063518050 -0.045795440
## 4336 Cyb5b 0.757988000 1.004094100 0.661678300 -0.244029520
## 4337 Cyb5d1 0.405834195 0.155385970 -0.571383475 0.126999853
## 4338 Cyb5d2 -0.273259160 -0.234505180 -0.375182150 0.207902910
## 4339 Cyb5r1 0.312837120 0.263921740 -0.056197643 0.746840000
## 4340 Cyb5r2 -0.066833970 -0.058546066 0.146797660 0.122323990
## 4341 Cyb5r3 0.051108360 0.406736370 0.237071990 0.704003330
## 4342 Cyb5r4 -0.358915805 -0.574565415 -0.194427015 -0.348698615
## 4343 Cyb5rl -0.129125600 0.016210080 0.000000000 0.011650085
## 4344 Cyba -0.282668600 0.277233120 0.319160460 -0.498021130
## 4345 Cybb -0.448885920 -0.505894200 -0.597863200 -0.249267580
## 4346 Cybrd1 -0.084244250 0.000000000 0.065761566 -0.004162312
## 4347 Cyc1 -0.094961170 0.000000000 0.203560830 -0.567892100
## 4348 Cycs 0.108564215 -0.265911417 -0.256349563 -0.297325290
## 4349 Cyct 0.035750390 0.035750390 0.044715405 -0.070787910
## 4350 Cyfip1 0.000000000 0.237987520 0.130344390 -0.031013489
## 4351 Cyfip2 -0.163189890 -0.321065430 0.027713776 -0.062705040
## 4352 Cygb -0.142749310 -0.116369250 0.015899181 0.232939720
## 4353 Cyhr1 0.269080160 0.068576810 -0.054992676 0.101524830
## 4354 Cylc1 -0.029911041 0.000000000 0.024257183 -0.030394077
## 4355 Cylc2 0.038979530 0.143260480 0.119161130 -0.055930138
## 4356 Cyld -0.071681020 -0.195292470 -0.385610580 0.000000000
## 4357 Cym 0.068051815 -0.118797780 -0.089141370 0.098341940
## 4358 Cyp11a1 -0.083806515 0.046025276 0.055808067 -0.073707104
## 4359 Cyp11b1 0.145940300 -0.039745808 -0.178255080 0.067672250
## 4360 Cyp11b2 0.014774323 0.112006190 0.018109798 0.150763510
## 4361 Cyp17a1 -0.080217360 -0.103385450 -0.058669567 -0.059073925
## 4362 Cyp19a1 -0.071488380 0.056813717 0.098095894 0.000070600
## 4363 Cyp1a1 -0.236118320 -0.253969200 -0.128460880 1.326080300
## 4364 Cyp1a2 -0.023861885 0.000000000 0.121403694 -0.012744427
## 4365 Cyp1b1 -0.123900550 -0.012032510 -0.034632925 -0.166692495
## 4366 Cyp20a1 -0.005099297 -0.442054750 -0.479809280 0.468849180
## 4367 Cyp21a1 0.063925266 0.004461765 0.135375980 0.140524860
## 4368 Cyp24a1 0.110825540 0.000000000 0.089570045 0.093966484
## 4369 Cyp26a1 -0.060212135 -0.080226900 0.031344414 0.008681774
## 4370 Cyp26b1 0.000000000 0.038766860 -0.153059960 0.289939880
## 4371 Cyp26c1 0.002556801 0.049021720 0.004042149 -0.015268803
## 4372 Cyp27a1 -0.116873264 -0.265969280 0.000000000 0.172443390
## 4373 Cyp27b1 0.109817030 -0.019754410 0.098715780 -0.037914753
## 4374 Cyp2a12 0.037927628 -0.001690865 -0.148771290 0.000000000
## 4375 Cyp2a22 0.086613180 0.019330025 -0.049189090 -0.072629930
## 4376 Cyp2a4 0.034281254 0.000000000 -0.064151290 -0.093545440
## 4377 Cyp2a5 0.022369385 -0.008996487 -0.139661790 -0.035630226
## 4378 Cyp2ab1 -0.086833480 0.121572495 0.000000000 0.000000000
## 4379 Cyp2b10 0.031361580 0.176488400 -0.090719700 -0.057330610
## 4380 Cyp2b13 -0.070919040 0.077654840 0.196750160 -0.012279511
## 4381 Cyp2b19 -0.031839370 -0.034240246 0.211062910 0.000000000
## 4382 Cyp2b23 0.181928160 0.059802532 0.001671791 -0.095552920
## 4383 Cyp2b9 0.062230110 0.011791706 -0.245241640 -0.013806820
## 4384 Cyp2c29 -0.017484665 0.076324940 0.000000000 -0.014139175
## 4385 Cyp2c37 0.109601020 0.000000000 -0.162929530 -0.021776200
## 4386 Cyp2c38 -0.032278538 -0.055705547 -0.005948544 -0.007714748
## 4387 Cyp2c39 0.212402820 -0.026409626 -0.024728775 -0.089384556
## 4388 Cyp2c40 0.002198219 -0.042703150 -0.001833916 0.048453330
## 4389 Cyp2c44 -0.047889710 -0.190583700 -0.062832830 -0.039802074
## 4390 Cyp2c50 -0.028962135 0.052473545 0.017649174 0.056137085
## 4391 Cyp2c54 0.000000000 0.000000000 0.009177685 0.183651920
## 4392 Cyp2c55 0.017072200 0.000250000 -0.021142960 -0.019768238
## 4393 Cyp2c65 -0.017151833 0.052644253 0.156457900 0.000000000
## 4394 Cyp2c66 0.008617401 -0.046883583 -0.158623220 -0.119823456
## 4395 Cyp2c67 -0.037572860 0.004460812 0.008385658 0.048407078
## 4396 Cyp2c68 -0.028085232 -0.044660570 -0.036355972 0.000000000
## 4397 Cyp2c70 0.042854310 0.127501010 0.000000000 0.019138813
## 4398 Cyp2d10 0.049526690 0.000000000 -0.144264220 -0.167326930
## 4399 Cyp2d11 -0.366214280 0.006132603 -0.017695427 0.041717530
## 4400 Cyp2d12 -0.097367760 0.017355442 -0.024664402 -0.118008610
## 4401 Cyp2d13 -0.041878700 -0.019825459 0.235260960 -0.046585560
## 4402 Cyp2d22 0.279913900 1.027986500 0.721726400 0.234247210
## 4403 Cyp2d26 0.041632652 -0.126289840 0.344555850 -0.259035600
## 4404 Cyp2d34 -0.081887245 0.029642582 0.049269676 -0.009863853
## 4405 Cyp2d37-ps 0.148756500 0.055128574 0.038041115 -0.176278110
## 4406 Cyp2d40 -0.079878330 -0.119174960 0.125394340 0.022812366
## 4407 Cyp2d9 -0.048508644 -0.173830030 -0.032344818 0.026486397
## 4408 Cyp2e1 2.081082800 2.922890200 2.121831400 -0.054820060
## 4409 Cyp2f2 -0.141677860 0.000000000 -0.021068096 -0.174319740
## 4410 Cyp2g1 -0.162422660 -0.095928670 0.155287270 -0.127134320
## 4411 Cyp2j11 -0.039954185 -0.022606850 0.184646600 0.071307180
## 4412 Cyp2j12 -0.035540580 0.000000000 -0.064295290 0.045732020
## 4413 Cyp2j13 0.011871338 -0.015013695 0.094254490 -0.044770240
## 4414 Cyp2j5 -0.021816254 0.095577240 0.030227661 0.196833130
## 4415 Cyp2j6 -0.179011340 -0.025561810 -0.483744140 0.940876960
## 4416 Cyp2j9 -0.347522260 -1.006840700 -0.234317780 0.434196000
## 4417 Cyp2r1 -0.140905380 -0.029855251 -0.253166680 -0.064067364
## 4418 Cyp2s1 -0.022633553 0.087508200 0.043370724 -0.073880196
## 4419 Cyp2t4 0.045091152 -0.224474430 -0.338488580 -0.269411100
## 4420 Cyp2u1 -0.078945640 0.013825893 0.091917040 0.112848280
## 4421 Cyp2w1 -0.014828205 0.135817530 0.151573660 -0.025721073
## 4422 Cyp39a1 0.904408450 0.622889500 0.574056600 0.241793630
## 4423 Cyp3a11 -0.040081500 0.031399250 0.055745600 0.009035111
## 4424 Cyp3a13 -0.042589664 0.205653670 -0.037148476 -0.001388550
## 4425 Cyp3a16 -0.074001310 -0.098569390 -0.007925034 0.044106960
## 4426 Cyp3a25 -0.099614384 -0.015558958 -0.040706634 0.140873430
## 4427 Cyp3a41a -0.013401032 0.014939785 0.062042713 0.023024082
## 4428 Cyp3a41b -0.021154404 -0.019685268 0.067142960 0.044684410
## 4429 Cyp3a44 -0.091272830 -0.041464330 0.000000000 -0.068102840
## 4430 Cyp3a57 -0.033335210 -0.014938355 0.046925545 0.163403510
## 4431 Cyp46a1 0.100841520 0.155312540 0.191937920 -0.027534485
## 4432 Cyp4a10 -0.126249790 -0.134827610 -0.009312153 0.259245870
## 4433 Cyp4a12a 0.051605700 -0.051965714 0.038971424 0.124688625
## 4434 Cyp4a12b -0.154375550 -0.159723760 0.044805050 -0.125256540
## 4435 Cyp4a14 0.021594524 -0.156118400 0.161732200 0.019392490
## 4436 Cyp4a31 -0.028287888 -0.022773743 0.000000000 0.015992165
## 4437 Cyp4a32 -0.104083540 -0.101157665 -0.119844440 0.110463620
## 4438 Cyp4b1 -1.110855100 -1.423905800 -1.731865900 1.059324300
## 4439 Cyp4f13 -0.103195670 -0.037511350 0.407103540 0.000000000
## 4440 Cyp4f14 -0.094182490 0.035554886 0.167627330 0.105237960
## 4441 Cyp4f15 -0.082867146 0.056006430 0.050796986 0.018307686
## 4442 Cyp4f16 -0.141167160 0.019532204 -0.339162830 0.388716220
## 4443 Cyp4f18 0.007906914 0.000000000 -0.155289650 -0.060029507
## 4444 Cyp4f39 0.010550499 -0.017829418 0.136029720 0.027819633
## 4445 Cyp4f40 -0.054765700 -0.065061090 0.151772020 0.024905682
## 4446 Cyp4f41-ps -0.130251410 -0.141531470 0.194615360 0.000000000
## 4447 Cyp4v3 0.055059433 0.117520810 0.039176940 -0.050180912
## 4448 Cyp4x1 -0.126029490 0.012183189 -0.048704624 0.056586742
## 4449 Cyp51 0.634391300 0.060067654 0.527520660 -0.910038500
## 4450 Cyp7a1 0.140202050 0.007762432 0.239318370 0.044981956
## 4451 Cyp7b1 -0.157457350 -0.123277664 0.038790703 0.038241863
## 4452 Cyp8b1 -0.065257550 0.044000150 0.064021590 0.044341087
## 4453 Cypt1 -0.001578331 0.000000000 -0.023611069 -0.102056980
## 4454 Cypt12 -0.002187729 -0.059447290 -0.134938720 0.064140320
## 4455 Cypt2 -0.079424380 -0.069062710 -0.078380110 0.083374500
## 4456 Cypt3 0.000000000 0.072967050 0.039236546 0.192586900
## 4457 Cypt4 -0.070204260 0.000000000 0.001136780 0.000000000
## 4458 Cyr61 1.759573900 0.645916000 1.088077500 1.806887600
## 4459 Cys1 0.097002030 0.226326470 -0.002371788 0.141211030
## 4460 Cysltr1 1.016676000 0.548954000 1.201032600 0.202984330
## 4461 Cysltr2 -0.635619160 -0.434113980 -0.429447170 -0.595794200
## 4462 Cystm1 0.291631220 0.460716720 0.367082120 0.002202988
## 4463 Cyth1 0.183363910 -0.307332040 -0.710012900 0.635866170
## 4464 Cyth2 0.243198870 0.000000000 -0.085927010 -0.338008880
## 4465 Cyth3 0.715690600 0.670391100 0.647549600 0.121871950
## 4466 Cyth4 -0.077377320 -0.088541510 0.066899780 -0.563372140
## 4467 Cytip -0.083081720 -0.062397003 -0.102022650 -0.081131460
## 4468 Cytl1 0.000000000 0.103674890 -0.155012610 0.509996400
## 4469 Cyyr1 0.150479320 0.000000000 0.008326530 0.551121700
## 4470 D030018L15Rik 0.197224620 0.061555862 -0.086404800 0.010533333
## 4471 D030028M11Rik -0.337775230 -0.330732350 0.461304200 0.121106625
## 4472 D030046N08Rik 0.094149590 0.000000000 0.305523870 0.126315120
## 4473 D030047H15Rik -0.007629871 0.008723736 0.098241806 0.012419224
## 4474 D030056L22Rik 0.407782550 0.000000000 0.218229300 -0.346126560
## 4475 D10Bwg1379e -0.081049920 -0.080652714 -0.043063164 0.039344788
## 4476 D10Jhu81e -0.160732750 0.032777786 -0.320847500 0.033282757
## 4477 D10Wsu102e 0.516765600 0.156109810 0.092099190 0.067296030
## 4478 D10Wsu52e -0.052784920 0.152241700 -0.077951430 -0.310663220
## 4479 D11Wsu47e 0.000000000 -0.023125172 0.364174370 0.010460377
## 4480 D130040H23Rik 0.067416670 0.113421920 -0.159708020 0.058279514
## 4481 D130043K22Rik 0.060029507 -0.116094590 0.025795460 -0.028794765
## 4482 D130046C19Rik 0.559968000 -0.552973750 -1.380868900 0.422043320
## 4483 D130050E23Rik 0.033745766 -0.022128105 0.035913944 -0.007512093
## 4484 D130062J21Rik 1.350858200 0.350477220 -0.869224550 0.378313540
## 4485 D14Abb1e 0.199732780 -0.202317240 -0.222560880 0.050793648
## 4486 D15Ertd621e 0.206551550 -0.185301780 0.189227100 0.186213500
## 4487 D16Ertd472e 0.012508392 0.054841995 -0.244240280 0.275989530
## 4488 D17H6S53E 0.243807320 0.062359333 -0.035804750 -0.018000603
## 4489 D17H6S56E-5 0.240070820 -1.135589100 0.442164900 0.004992485
## 4490 D17Wsu104e -0.075268270 -0.115355015 -0.076087950 0.000000000
## 4491 D17Wsu92e 0.164077760 0.286762240 0.455533030 0.151926040
## 4492 D19Bwg1357e -0.715168950 -0.168469430 0.288669600 -0.182767870
## 4493 D19Ertd737e 0.103348015 0.414001940 0.349000455 0.069839240
## 4494 D1Ertd622e 0.113230705 0.056855200 0.397409440 -0.772958300
## 4495 D1Pas1 -0.102435590 0.000000000 0.169519900 0.036122800
## 4496 D230025D16Rik 0.342732430 0.172079090 0.336832050 0.198650360
## 4497 D230041D01Rik 0.361425400 -0.235492700 -0.599732900 0.549770360
## 4498 D2hgdh 0.302087300 0.243430140 -0.000107000 -0.093868256
## 4499 D2Wsu81e -0.008082867 -0.222259040 -0.063202380 0.000000000
## 4500 D330041H03Rik 0.205394505 -0.064296960 -0.085029123 0.065833805
## 4501 D330045A20Rik 0.006485939 -0.034220220 0.142416480 0.002038002
## 4502 D3Bwg0562e 0.035736084 -0.010803223 -0.016910553 -0.191184520
## 4503 D3Ertd751e 0.452059750 0.438720700 0.351850500 -0.433401580
## 4504 D430041D05Rik -0.011657235 0.072694300 0.108637572 -0.049951554
## 4505 D430042O09Rik 0.083837441 -0.151441506 0.057197707 0.085963385
## 4506 D4Wsu53e 0.486319540 -0.027368546 -0.082320210 0.001006126
## 4507 D5Ertd577e NA NA NA NA
## 4508 D5Ertd579e 0.302169800 0.239644050 0.121397970 0.031333447
## 4509 D630003M21Rik -0.069906710 0.210150240 0.239273550 0.289041040
## 4510 D630004N19Rik -0.008392334 0.018446922 0.624110200 0.721539000
## 4511 D630023F18Rik -0.112895490 0.000000000 0.014694214 0.022947311
## 4512 D630028G08Rik -0.117690560 -0.092202190 -0.018555641 -0.093726160
## 4513 D630029K05Rik 0.003948212 0.016299248 0.071139810 0.116994380
## 4514 D630039A03Rik -0.030441284 -0.051151276 0.013350964 0.062170030
## 4515 D630045J12Rik 0.391769400 -0.072882650 0.132172110 0.051906586
## 4516 D6Ertd474e -0.041752815 0.095146656 0.208209510 -0.010766506
## 4517 D6Wsu163e 0.102414130 0.025562286 -0.376543520 0.000000000
## 4518 D730001G18Rik -0.023551940 -0.092471600 0.070231440 0.151796820
## 4519 D730005E14Rik -0.134128570 -0.207866190 0.964119454 -0.367902755
## 4520 D730039F16Rik 0.204731460 0.443172930 0.118624210 0.017651081
## 4521 D730048I06Rik -0.008145332 0.097567080 0.000000000 0.062214375
## 4522 D7Ertd443e 0.032921790 -0.126673700 -0.002059937 0.060189724
## 4523 D830030K20Rik -0.141704083 -0.233721890 -0.281338533 2.355023700
## 4524 D830046C22Rik -0.136742120 0.015529156 -0.247379300 0.022872448
## 4525 D8Ertd738e 0.033856392 -0.020801544 0.426861760 -0.105652810
## 4526 D8Ertd82e 0.216520790 -0.100191120 0.207014560 1.439870400
## 4527 D930015E06Rik -1.081492900 -0.814186600 -0.985713000 -0.122330190
## 4528 D930016D06Rik 0.338275900 0.177641870 0.524825100 -0.414036270
## 4529 D930020B18Rik -0.036876680 0.065727710 -0.133866310 -0.077297690
## 4530 D930048N14Rik -0.116159440 -0.029720306 0.046030520 0.375919820
## 4531 Daam1 0.000860000 -0.046335220 0.083007810 0.712307930
## 4532 Daam2 0.000000000 -0.127215860 0.012681961 0.279731270
## 4533 Dab1 -0.045185090 -0.006272793 0.009059429 0.096065520
## 4534 Dab2 0.557197600 0.650845500 0.939341550 0.541204450
## 4535 Dab2ip 0.733647350 0.924981100 0.853585240 0.666741400
## 4536 Dach1 0.366146100 0.034371376 0.290088650 1.628253900
## 4537 Dach2 0.010612011 0.187923430 0.012536526 0.000000000
## 4538 Dact1 -0.257341860 -0.149168010 -0.150944230 -0.017325401
## 4539 Dact3 -0.086429596 0.008014679 0.159407620 0.000000000
## 4540 Dad1 0.000000000 0.091771126 -0.134365080 -0.279316900
## 4541 Daf2 -0.029616356 -0.059789180 -0.084639070 -0.080389500
## 4542 Dag1 0.083419800 -0.026546478 0.067245480 0.044354440
## 4543 Dagla 0.276390080 0.121752740 0.302775380 0.016000748
## 4544 Daglb -0.213210100 -0.139888760 -0.177857400 -0.083741665
## 4545 Dak -0.215792660 0.176325320 -0.043837070 -0.088488580
## 4546 Dalrd3 -0.211636540 -0.191606520 0.183389660 -0.157547000
## 4547 Dand5 0.064003944 0.459828380 0.405244350 0.107184410
## 4548 Dao 0.005381584 0.000000000 -0.078316210 0.026093483
## 4549 Dap 0.364659300 0.427688600 0.000000000 -0.341028200
## 4550 Dap3 0.047821520 0.019773483 0.092573640 -0.217716220
## 4551 Dapk1 1.617075000 1.347481700 1.068716000 -0.350913050
## 4552 Dapk2 -0.694001700 -0.577795000 -0.792886730 -0.129103180
## 4553 Dapk3 -0.013630867 -0.079439640 -0.204662800 0.000000000
## 4554 Dapl1 0.195862300 0.027420998 0.000000000 -0.071202280
## 4555 Dapp1 -0.452134130 -0.121549130 -0.243536950 -0.038771630
## 4556 Darc 0.313588620 -0.048745155 0.958678250 0.065816880
## 4557 Dars -0.898077960 -0.705027600 -0.014359474 0.323053360
## 4558 Dars2 0.002245903 0.005295754 0.126139640 0.327536580
## 4559 Daw1 0.026432991 -0.064103600 0.000000000 -0.045550346
## 4560 Daxx -0.375649450 -0.082987310 0.059541225 -0.184850220
## 4561 Dazap1 -0.090128900 0.112575530 0.000000000 0.134244920
## 4562 Dazap2 0.032695770 -0.040690422 0.040537834 -0.000077200
## 4563 Dazl 0.109133720 -0.105552670 -0.020362377 0.011014938
## 4564 Dbf4 -0.253721240 -0.631560300 -0.093322280 -0.167403220
## 4565 Dbh -0.024717808 -0.047749996 0.044029236 0.103210926
## 4566 Dbi 0.139350890 0.339063640 0.220226290 -0.265742300
## 4567 Dbil5 -0.018881798 0.168759350 0.237437730 0.409791470
## 4568 Dbn1 -0.236342430 -0.114835260 -0.185914040 0.086040970
## 4569 Dbndd1 -0.077856064 -0.006283760 0.194309230 0.065096380
## 4570 Dbndd2 -0.166182040 0.421854974 0.123243800 0.324180840
## 4571 Dbnl -0.314702030 -0.080012320 0.103711130 -0.074658394
## 4572 Dbp -0.115066050 -0.041659832 1.038819800 -0.244221210
## 4573 Dbpht2 0.000000000 -0.095030310 0.106855870 0.084312916
## 4574 Dbr1 0.096694950 -0.015697480 0.219020840 0.116140840
## 4575 Dbt -0.330307960 -0.428666600 -0.490147600 0.173964500
## 4576 Dbx1 -0.198684690 -0.119998455 0.139716150 0.155417440
## 4577 Dbx2 0.079443930 0.050452232 0.257171150 0.154238220
## 4578 Dcaf10 0.110490800 0.000000000 -0.326742650 0.800325400
## 4579 Dcaf11 0.466120712 -0.235774515 0.204231741 0.202813390
## 4580 Dcaf12 -0.222819330 -0.335114480 -0.101479530 0.105775830
## 4581 Dcaf12l1 0.236319070 0.167487140 0.000000000 0.063305855
## 4582 Dcaf12l2 0.006836891 0.030998707 0.109724520 0.082562450
## 4583 Dcaf13 -0.228850360 -0.378286360 0.000000000 0.067979810
## 4584 Dcaf15 -0.207254890 -0.094037530 -0.437553400 0.062281130
## 4585 Dcaf17 0.285335540 0.329854500 -0.004055500 0.403731350
## 4586 Dcaf4 0.019449234 -0.170400140 0.076857090 -0.073239800
## 4587 Dcaf5 -0.075141910 -0.078325270 0.283158300 0.280389800
## 4588 Dcaf6 0.342861180 0.385104180 0.501081470 0.050609590
## 4589 Dcaf7 0.159500120 0.632471100 -0.251648900 -0.267889020
## 4590 Dcaf8 -0.179202080 0.008102417 0.057589530 0.099347115
## 4591 Dcakd 0.060106993 -0.093457460 0.198968885 0.603457235
## 4592 Dcbld1 -1.359843300 -1.504125100 -1.947154500 1.102964400
## 4593 Dcbld2 0.899156600 0.253422260 0.087246420 -0.237109180
## 4594 Dcc 0.161369800 0.015368462 -0.024692059 0.024044514
## 4595 Dcdc2a 0.084538460 -0.040711403 0.094556810 -0.308147430
## 4596 Dcdc2c 0.064060690 0.075273990 -0.045487404 0.034587383
## 4597 Dcdc5 0.000000000 -0.096107960 -0.150802610 -0.015760899
## 4598 Dchs1 -0.471475120 0.186251160 -0.136221410 0.587861060
## 4599 Dck -0.122490880 -0.064679146 -0.481646540 -0.080987930
## 4600 Dclk1 0.096472025 -0.070598365 0.146207093 -0.013557673
## 4601 Dclk2 0.000000000 -0.119332790 0.217565540 0.164083480
## 4602 Dclk3 0.000000000 0.064326290 -0.008330345 -0.151550770
## 4603 Dclre1a -0.070588590 0.113956930 0.090314865 -0.010167599
## 4604 Dclre1b 0.066852570 -0.205670360 0.372621060 -0.483878600
## 4605 Dclre1c -0.362053400 -0.325067520 -0.115599630 -0.023153305
## 4606 Dcn -2.405913400 -2.110273000 -2.261681600 0.798838600
## 4607 Dcp1a 0.009134769 0.320037360 -0.360722060 -0.204472540
## 4608 Dcp1b 0.227283480 0.112092020 0.365097050 0.000000000
## 4609 Dcp2 0.199203490 0.166738510 0.127625470 -0.340745930
## 4610 Dcpp1 0.083566666 -0.017699718 0.034026623 -0.189567570
## 4611 Dcpp2 0.405055050 -0.131938460 0.136914730 0.140272140
## 4612 Dcpp3 -0.069858550 -0.245953560 0.005199432 0.094303130
## 4613 Dcps -0.314754500 -0.028202057 -0.733703140 0.000000000
## 4614 Dcst1 -0.081064705 0.221475841 0.227240565 0.115039347
## 4615 Dcst2 -0.294142250 -0.139447210 -0.025325775 -0.178896900
## 4616 Dcstamp 0.191027640 0.129756450 -0.074182990 0.124564170
## 4617 Dct 0.023578644 0.062234880 0.098246574 -0.025741577
## 4618 Dctd -0.221323490 -0.117259980 -0.321167470 -0.115643500
## 4619 Dctn1 0.113982200 0.156425480 0.221954350 0.084042550
## 4620 Dctn2 0.000319000 0.145547870 -0.171266560 -0.250489230
## 4621 Dctn3 -0.325571060 0.000631000 -0.026968956 0.000000000
## 4622 Dctn4 0.224522590 0.479828830 0.294456480 0.069685936
## 4623 Dctn5 -0.031042099 -0.444014550 0.139932630 -0.232115750
## 4624 Dctn6 0.170814510 0.244422910 0.391198160 0.000000000
## 4625 Dctpp1 0.000000000 0.041019440 0.313506130 -0.360880850
## 4626 Dcun1d1 -0.065724135 -0.113584281 -0.216810705 -0.019065860
## 4627 Dcun1d2 0.527510640 0.013291359 -0.296379100 -0.245766160
## 4628 Dcun1d3 1.322005700 1.230230800 1.102027400 -0.000882000
## 4629 Dcun1d4 0.060217857 -0.406542300 0.087668896 0.372314930
## 4630 Dcun1d5 0.296147350 0.000000000 -0.223241800 -0.072579384
## 4631 Dcx 0.058835030 -0.017934800 0.083569050 0.044004917
## 4632 Dcxr -0.115333560 -0.053802490 -0.071090700 -0.043795110
## 4633 Dda1 -0.030635357 -0.094264510 0.027365208 -0.135979180
## 4634 Ddah1 1.958516100 1.971300100 1.951544800 -0.969623570
## 4635 Ddah2 -0.467092500 0.057973860 -0.419427870 0.307189940
## 4636 Ddb1 -0.065289500 0.102631570 0.094556810 0.043032646
## 4637 Ddb2 0.109463215 -0.004863262 0.000000000 -0.101038930
## 4638 Ddc 4.436360400 4.486534000 4.370828600 0.039638996
## 4639 Ddhd1 0.098542210 -0.400207520 -0.152026180 -0.218865400
## 4640 Ddhd2 -0.116774560 0.588480000 0.382833480 0.173860550
## 4641 Ddi1 0.131532190 -0.126392360 -0.418085100 1.407732500
## 4642 Ddi2 -0.190779690 -0.087769510 -0.508852500 0.006467819
## 4643 Ddit3 -0.246593480 -0.188832280 -0.236241340 0.108026505
## 4644 Ddit4 0.558928000 -0.073235510 0.409330840 -0.347315300
## 4645 Ddit4l 0.529301640 0.134332660 0.000000000 -0.321502200
## 4646 Ddn -0.026756287 -0.002830505 0.003749371 0.027419567
## 4647 Ddo -0.137671470 -0.105631350 -0.060952663 -0.028403759
## 4648 Ddost -0.225193980 0.274361600 0.092464450 -0.416661260
## 4649 Ddr1 -0.067962170 0.009648323 0.005134583 -0.010147572
## 4650 Ddr2 0.123984810 -0.047066210 -0.144554140 -0.087826730
## 4651 Ddrgk1 0.113274574 0.401376720 0.379186630 0.239972110
## 4652 Ddt -0.089555740 0.044488430 -0.352297780 -0.301369670
## 4653 Ddx1 0.000000000 -0.175606730 0.119720460 -0.159292220
## 4654 Ddx10 0.074472430 0.402441980 -0.000355000 -0.219290730
## 4655 Ddx11 -0.259492870 -0.008074284 -0.054065704 0.136003970
## 4656 Ddx17 0.149961470 0.281773570 0.065668106 0.137592320
## 4657 Ddx18 0.140303612 0.027853966 0.445711137 -0.051445006
## 4658 Ddx19a -0.211090090 0.266553400 0.120668890 -0.251504420
## 4659 Ddx19b -0.123538020 0.083940506 0.319579120 -0.042139053
## 4660 Ddx20 -0.147871970 -0.303251270 -0.376257420 0.077775955
## 4661 Ddx21 -0.042598724 -0.048768997 0.223683360 -0.006441116
## 4662 Ddx23 0.045658110 0.424469950 0.340085980 0.195034030
## 4663 Ddx24 -0.073006630 0.054390907 0.304321300 0.194837570
## 4664 Ddx25 -0.038550377 -0.017396450 0.054325104 0.072486400
## 4665 Ddx26b 0.000000000 0.018562317 0.381643300 0.651587500
## 4666 Ddx27 -0.020232200 0.226572990 0.163069730 0.074354170
## 4667 Ddx28 0.079041004 -0.278120040 -0.006963253 0.157683370
## 4668 Ddx31 -0.202600000 -0.052576065 0.187823300 -0.108099460
## 4669 Ddx39 -0.035940170 -0.096871376 0.165210720 0.000000000
## 4670 Ddx39b -0.273534770 0.045775414 0.055369377 0.153666500
## 4671 Ddx3x 0.171924599 -0.247832775 -0.163921355 -0.023203375
## 4672 Ddx3y 0.509795200 -0.050230026 -0.353777900 0.117583275
## 4673 Ddx4 -0.119998455 0.032466410 0.068580150 0.143665310
## 4674 Ddx41 -0.040767193 -0.029924870 -0.111608980 -0.118047240
## 4675 Ddx42 -0.299166680 0.016414642 -0.213557240 0.013768196
## 4676 Ddx46 0.088713646 0.000000000 -0.029438019 0.238790510
## 4677 Ddx47 0.042057037 0.054551125 -0.175892830 -0.142616270
## 4678 Ddx49 -0.211564060 -0.130385880 0.108325480 0.080658910
## 4679 Ddx5 -0.078116419 -0.178367615 -0.374011995 0.028107167
## 4680 Ddx50 0.545814500 0.384988780 0.102469444 0.110151290
## 4681 Ddx51 -0.076797960 -0.058207990 0.082483770 0.105809210
## 4682 Ddx52 0.101519585 -0.170900340 0.000000000 0.177829740
## 4683 Ddx54 -0.204544543 0.150815250 0.581115480 -0.075702427
## 4684 Ddx55 0.000000000 -0.136931420 -0.071652890 -0.282262330
## 4685 Ddx56 0.166100980 -0.007858276 0.161859990 0.000000000
## 4686 Ddx58 0.072523120 -0.062878610 0.037805557 0.372952460
## 4687 Ddx59 -0.191367630 0.384150980 0.113350390 -0.098834040
## 4688 Ddx6 0.136716840 0.000000000 -0.060996056 0.038426400
## 4689 Ddx60 0.100912094 0.000000000 0.060357094 0.540714260
## 4690 Deaf1 0.221454620 -0.120470524 0.163713460 0.207729340
## 4691 Dear1 0.050096035 0.232854840 -0.081805230 0.156005380
## 4692 Deb1 0.207379340 0.586467740 0.771428100 1.144338600
## 4693 Decr1 0.306713100 0.654483800 0.636652950 0.000000000
## 4694 Decr2 -0.132750030 0.132060050 0.273882400 -0.008557320
## 4695 Dedd -0.097018240 0.104029655 0.000000000 -0.005350113
## 4696 Dedd2 0.039095400 -0.114077570 0.162801740 0.000000000
## 4697 Def6 0.307202820 0.504987240 1.008674100 0.071984290
## 4698 Def8 0.043804170 0.232920170 -0.092901230 0.006960869
## 4699 Defa17 0.003415855 0.002950669 -0.059981585 -0.058459282
## 4700 Defa20 -0.015543938 -0.009079218 -0.106918097 0.010765076
## 4701 Defa21 -0.098710060 -0.045256138 -0.157739160 0.071293830
## 4702 Defa22 -0.092156410 -0.080255510 -0.118626595 0.035745620
## 4703 Defa23 0.000000000 0.015942574 -0.004806042 0.023872137
## 4704 Defa24 0.036150455 -0.019700050 0.094424250 0.087889194
## 4705 Defa25 0.010875543 -0.001876513 -0.082169533 -0.072013377
## 4706 Defa26 -0.086376670 0.000000000 -0.120210650 -0.089382170
## 4707 Defa5 0.000000000 0.022046090 -0.033433914 -0.078197956
## 4708 Defa-ps1 -0.030431270 0.015235424 -0.046341420 -0.042524815
## 4709 Defa-rs1 -0.011312485 -0.045733450 -0.149221900 -0.047075750
## 4710 Defb1 -0.143012520 -0.065525055 0.027544975 0.069784164
## 4711 Defb10 0.000881000 -0.041216373 0.000000000 0.105201720
## 4712 Defb11 0.206996440 -0.068750380 0.033521652 -0.163148400
## 4713 Defb12 -0.006406307 -0.211514950 0.036231995 0.009768009
## 4714 Defb13 0.062650200 -0.018011570 -0.065365314 -0.030219555
## 4715 Defb14 -0.063177586 -0.049501896 -0.057832240 -0.027318478
## 4716 Defb15 0.040794373 0.019983292 -0.165470120 0.000000000
## 4717 Defb18 -0.073424340 -0.022563934 0.000000000 -0.020636559
## 4718 Defb19 -0.038361550 -0.028010845 0.027362347 -0.026239395
## 4719 Defb2 0.086208340 -0.180623050 0.139727120 0.105485440
## 4720 Defb20 -0.008709908 -0.019143105 0.072967050 0.140109060
## 4721 Defb21 0.000000000 -0.043787480 0.030824184 -0.007654190
## 4722 Defb22 0.005912304 -0.005506039 -0.022674084 0.063836100
## 4723 Defb23 -0.022710323 -0.124617100 -0.081678390 0.163425450
## 4724 Defb25 -0.007715225 0.028587341 -0.066249850 0.084552765
## 4725 Defb26 -0.096283910 0.092016220 0.150192740 0.238344670
## 4726 Defb28 0.003179550 -0.045665740 -0.165726660 0.118894100
## 4727 Defb29 -0.043312073 -0.042849064 0.084140780 0.066586970
## 4728 Defb3 -0.169057850 -0.050243855 0.049602030 0.028822422
## 4729 Defb30 -0.095559120 0.000000000 -0.334644320 -0.182097910
## 4730 Defb33 0.100761410 0.042327880 0.215813640 0.084816456
## 4731 Defb34 0.224092000 -0.185015200 -0.022876263 0.046361923
## 4732 Defb35 -0.014256001 0.281143200 0.096072200 0.000000000
## 4733 Defb36 0.089221000 -0.218104360 -0.133029460 0.015183926
## 4734 Defb37 -0.060809612 0.015474319 0.000000000 0.077633380
## 4735 Defb38 0.023454190 0.019377232 0.123691080 -0.013572693
## 4736 Defb39 0.006449223 0.000206000 -0.012012959 0.017871380
## 4737 Defb4 -0.005358696 -0.029297352 0.006192207 -0.021178722
## 4738 Defb40 -0.034308434 -0.092473984 0.021076202 -0.034344673
## 4739 Defb41 0.023053646 -0.052423954 0.005007744 0.045618057
## 4740 Defb42 -0.050566196 -0.029925346 0.009267807 -0.099138260
## 4741 Defb43 0.066812515 0.024657250 0.109635830 -0.020434380
## 4742 Defb44-ps 0.027324200 -0.026474476 0.153883460 0.099732876
## 4743 Defb45 0.000000000 -0.124644280 0.013286114 0.010069847
## 4744 Defb46 0.016609669 -0.202950480 -0.012768745 0.309167400
## 4745 Defb47 -0.005751133 -0.114162920 0.047087670 -0.138846870
## 4746 Defb48 -0.015700817 -0.131519800 -0.027797699 0.161540510
## 4747 Defb5 -0.127732280 0.098753930 -0.027199745 -0.009611130
## 4748 Defb50 0.099966050 0.016547203 0.044555187 -0.035813330
## 4749 Defb6 0.043451786 -0.086760520 -0.012467861 -0.096397400
## 4750 Defb7 0.071212770 -0.102597710 0.061252594 -0.089962960
## 4751 Defb8 -0.081022260 -0.145195000 -0.061337948 -0.194432260
## 4752 Defb9 0.007800102 0.004135609 0.111930850 0.274175640
## 4753 Degs1 -0.383991240 -0.751511600 -0.187339780 -0.379009250
## 4754 Degs2 3.275731600 4.057792000 3.445771700 0.498902320
## 4755 Dek 0.183692930 0.161790850 0.258417130 -0.065562250
## 4756 Dennd1a -0.091726300 0.100136280 -0.248478410 -0.280700200
## 4757 Dennd1b 0.114363670 0.008272648 0.036681175 0.075612545
## 4758 Dennd1c 0.067697525 -0.193327900 0.000000000 0.120084760
## 4759 Dennd2a 0.002106190 -0.013472080 -0.171287540 -0.119647026
## 4760 Dennd2c 0.000000000 -0.561562060 -0.598579400 0.105432030
## 4761 Dennd2d -0.012150527 -0.051399233 0.186749938 -0.156660320
## 4762 Dennd3 0.438323020 0.675355900 0.041877747 0.000000000
## 4763 Dennd4a 1.104140812 -0.028749835 0.443888140 -0.437199383
## 4764 Dennd4b -0.034426690 -0.163735390 0.060691357 -0.285093300
## 4765 Dennd4c 1.276913600 0.756462100 0.820195200 0.166022300
## 4766 Dennd5a 0.108450890 0.285679820 0.309434900 0.368119240
## 4767 Dennd5b 0.331511500 0.055015564 -0.368388900 0.922933565
## 4768 Dennd6a 0.053882845 -0.415549520 -0.074347730 0.191703318
## 4769 Dennd6b 0.000000000 0.152813430 0.551915650 0.416952600
## 4770 Denr -0.099565506 0.635853770 0.177187920 -0.560901640
## 4771 Depdc1a -0.041989087 -0.124123573 -0.015918732 0.009295225
## 4772 Depdc1b 0.010984898 -0.239234450 -0.159861090 -0.014098167
## 4773 Depdc5 0.089071750 -0.193574430 -0.144075400 0.290262700
## 4774 Depdc7 -0.239546780 -0.391230580 -0.231328490 -0.157001970
## 4775 Deptor -0.441910740 -0.460954200 -0.320792200 0.097015380
## 4776 Dera 0.275801660 -0.198088650 0.080867770 -0.385826600
## 4777 Derl1 -0.180195810 0.121708870 -0.552641870 -0.122590065
## 4778 Derl2 0.000000000 -0.317417140 -0.214591030 -0.139759060
## 4779 Derl3 0.023825645 0.000000000 0.171304230 -0.021430492
## 4780 Des -0.027077675 -0.151192670 0.027301311 0.120465280
## 4781 Desi1 0.279346470 0.422079100 0.805707000 0.158062930
## 4782 Desi2 0.145242212 -0.067439795 0.185068845 0.128152130
## 4783 Det1 -0.092463490 -0.172786710 -0.208146100 -0.182222370
## 4784 Dexi -0.135978700 -0.338276400 -0.174212930 0.139682300
## 4785 Dffa 0.070578100 0.052441597 0.084567070 0.116227630
## 4786 Dffb -0.027887344 0.172674660 -0.075976370 0.000000000
## 4787 Dfna5 -0.188237667 -0.345170973 -0.317367067 -0.221851197
## 4788 Dfnb59 0.053983210 -0.039639473 -0.112977030 -0.119084835
## 4789 Dgat1 -0.152161600 -0.203588490 0.241559980 0.470312120
## 4790 Dgat2 -0.188852790 0.097752094 -0.114920616 -0.009096623
## 4791 Dgat2l6 0.041697025 -0.169563770 -0.009704590 0.096911430
## 4792 Dgcr14 0.086997510 0.339203360 0.506884100 -0.010147572
## 4793 Dgcr2 0.059093952 0.052276610 0.059691906 0.127735610
## 4794 Dgcr6 0.131403920 0.308794980 0.163512230 -0.069418910
## 4795 Dgcr8 -0.211166380 0.246748920 -0.028665543 0.362013820
## 4796 Dgka 0.372830400 0.160273550 -0.014374733 0.711341860
## 4797 Dgkb 0.000000000 -0.059226513 -0.030620575 -0.084580900
## 4798 Dgkd -0.302639000 -0.477086540 -0.116321560 0.775065400
## 4799 Dgke -0.001403809 0.251342770 0.213309290 1.137312900
## 4800 Dgkg -0.122144700 -0.048685550 0.029248238 0.034107685
## 4801 Dgkh -0.141797070 -0.096701620 0.000000000 0.727745060
## 4802 Dgki 0.111011505 0.083643910 -0.000033400 0.007956028
## 4803 Dgkk -0.013504505 -0.030964851 0.136112210 0.035394670
## 4804 Dgkq -0.052401066 0.042108060 0.000000000 0.190955640
## 4805 Dgkz -0.660139575 -0.080460549 -0.264699460 0.292025090
## 4806 Dguok 0.052528380 0.140339850 -0.066677090 -0.599876400
## 4807 Dhcr24 0.386934280 0.618386270 0.401374820 -0.311676980
## 4808 Dhcr7 0.003060341 0.024988651 -0.029127598 -0.253279200
## 4809 Dhdds 0.000000000 0.050500393 0.181459430 -0.188497540
## 4810 Dhdh -0.003033638 0.081733230 0.284519200 -0.255207540
## 4811 Dhfr 0.283318040 0.008925438 -0.103980540 -0.268184660
## 4812 Dhh -0.040336610 0.005656719 -0.122874740 -0.172887800
## 4813 Dhodh 0.032440662 0.093124390 0.085831640 -0.122678760
## 4814 Dhps -0.398979660 0.030015469 0.036149025 -0.149377820
## 4815 Dhrs1 -0.237802500 0.122030260 0.381071100 -0.554425240
## 4816 Dhrs11 -0.130324360 0.155399320 -0.070682526 0.431937700
## 4817 Dhrs13 -0.098354340 0.024177551 0.043106794 0.028842926
## 4818 Dhrs2 -0.008739471 -0.016809464 -0.006422043 -0.026977062
## 4819 Dhrs3 -0.974000930 -0.862328500 -0.929110500 0.854507450
## 4820 Dhrs4 -0.110287670 -0.201305390 0.161979200 -0.722003460
## 4821 Dhrs7 -0.248738290 0.201238630 0.129828450 -0.049252510
## 4822 Dhrs7b -0.100657460 0.000000000 0.475885400 0.088950634
## 4823 Dhrs7c 0.000000000 0.018539429 0.020350933 0.339668270
## 4824 Dhrs9 -0.010616303 -0.036239624 -0.146207330 0.050925255
## 4825 Dhrsx 0.000000000 0.047387600 0.062064648 -0.061573030
## 4826 Dhtkd1 -0.084485054 -0.045559883 -0.002111435 0.137625700
## 4827 Dhx15 0.075544360 -0.072298050 -0.019078255 0.043869972
## 4828 Dhx16 0.061289787 0.042293550 -0.028242111 -0.026232720
## 4829 Dhx29 0.016821861 0.269944200 0.152037620 0.228835100
## 4830 Dhx30 -0.146114350 0.079205990 0.214331150 0.000000000
## 4831 Dhx32 0.000000000 0.208876610 0.293149950 0.080628870
## 4832 Dhx33 -0.165277480 -0.385352130 -0.702726840 0.000000000
## 4833 Dhx34 -0.082880974 0.007812977 -0.022032260 -0.082229140
## 4834 Dhx36 0.148911480 0.144431110 0.174714090 -0.002079010
## 4835 Dhx37 -0.146058560 0.000224000 -0.140141960 -0.012444019
## 4836 Dhx38 0.068538666 0.108906746 0.354482650 0.000000000
## 4837 Dhx40 0.491481780 0.485639570 0.730506900 0.257103920
## 4838 Dhx57 -0.312054630 0.242163660 0.511325840 0.331756600
## 4839 Dhx58 0.135330680 0.251362800 0.689186600 -0.238251690
## 4840 Dhx8 0.232669350 -0.028610706 0.177207470 0.285755160
## 4841 Dhx9 -0.075249670 -0.024624825 -0.009287834 0.028640747
## 4842 Diablo 0.454356200 0.008353233 -0.472140300 -0.235780720
## 4843 Diap1 -0.210783000 0.049248695 -0.411433220 0.095205310
## 4844 Diap3 -0.204738620 -0.203559880 -0.107985020 -0.055669308
## 4845 Dicer1 0.055716515 0.000000000 0.126319890 0.129315380
## 4846 Dido1 -0.086212160 0.095916750 -0.291327480 0.227483750
## 4847 Diexf 0.290026660 0.269720080 -0.020336151 -0.279012200
## 4848 Dimt1 0.849847800 0.382660400 0.064342500 0.027110577
## 4849 Dio1 0.015198231 0.100306510 -0.016681671 -0.087870600
## 4850 Dio2 0.120846750 -0.018657684 -0.161819930 -0.005083084
## 4851 Dio3 0.015857220 -0.041516780 0.186770440 0.032136440
## 4852 Dip2a 0.265203000 0.079380510 -0.199963570 0.168738370
## 4853 Dip2b 0.098670006 0.143001560 -0.056686400 0.293063160
## 4854 Dip2c 0.190856740 0.370124625 -0.066916750 0.080011459
## 4855 Diras1 0.054240704 -0.006416798 0.084994790 0.008705139
## 4856 Diras2 -0.032080173 0.127627850 -0.068290710 0.041588306
## 4857 Dirc2 0.000000000 -0.019173622 0.128868100 -0.339783670
## 4858 Dis3 -0.041934013 0.161715980 -0.157105920 0.236320970
## 4859 Dis3l 0.072022915 -0.056591988 -0.388914600 -0.355947020
## 4860 Dis3l2 -0.166646480 -0.226739400 -0.184092520 0.038957596
## 4861 Disc1 -0.008417606 0.061868668 -0.037347317 0.107078075
## 4862 Disp1 0.153125525 -0.086477519 -0.078282590 1.011116300
## 4863 Disp2 -0.148143290 0.008416176 -0.021243572 0.019895554
## 4864 Dixdc1 1.773076000 1.794516600 1.637449300 0.016383648
## 4865 Dkc1 0.230444910 0.196450230 -0.260468960 0.161040300
## 4866 Dkk1 -0.276398660 0.000000000 0.146811490 0.073517320
## 4867 Dkk2 0.006551266 -0.177708150 -0.054039000 -0.267201900
## 4868 Dkk3 0.064280990 0.056273937 0.088093760 0.022990704
## 4869 Dkk4 -0.035305977 0.037568092 0.077318670 -0.002295971
## 4870 Dkkl1 0.265514850 0.125241280 -0.097733500 -0.103544710
## 4871 Dlat -0.002530575 0.043029785 0.112409590 -0.238919260
## 4872 Dlc1 -0.018484593 -0.168663741 -0.181669948 0.664340000
## 4873 Dld 0.068485260 -0.087374690 0.483325960 -0.027404785
## 4874 Dlec1 -0.031761646 0.032080173 0.093226430 -0.061490060
## 4875 Dleu2 0.168921470 -0.105240820 -0.011901856 -0.056289196
## 4876 Dleu7 0.147868630 0.071071625 0.017876148 -0.191102980
## 4877 Dlg1 0.087822914 0.220345500 0.332386020 0.123429300
## 4878 Dlg2 -0.163134570 -0.168017390 -0.183990000 0.514701370
## 4879 Dlg3 -0.002654076 -0.257283200 0.081430910 0.128307820
## 4880 Dlg4 -0.293647300 -0.372879030 -0.135283470 -0.289928900
## 4881 Dlg5 0.218962190 0.275801180 0.141071320 0.256154540
## 4882 Dlgap1 -0.004073143 0.015830040 0.020493984 0.035954000
## 4883 Dlgap2 -0.052328110 0.001417160 0.068489550 0.000000000
## 4884 Dlgap3 -0.003174782 -0.088090420 -0.074006560 0.000792000
## 4885 Dlgap4 -0.073025700 -0.076538086 -0.059752940 0.046494484
## 4886 Dlgap5 -0.365433700 -0.295231820 -0.300771240 0.000000000
## 4887 Dlk1 -0.007000923 0.000471000 0.188098910 -0.025743484
## 4888 Dlk2 -0.035441400 0.005176067 0.024789810 -0.033061980
## 4889 Dll1 -0.194292550 -0.224653720 -0.394114970 0.450103280
## 4890 Dll3 0.110160350 -0.097988130 0.066458225 0.044011116
## 4891 Dll4 0.251028060 -0.105418205 -0.481771000 0.340743060
## 4892 Dlst -0.276623730 -0.223800660 0.234123230 -0.143235200
## 4893 Dlx1 0.146329880 0.185593130 0.182116510 -0.030903340
## 4894 Dlx1os 0.000000000 0.000000000 0.057382584 0.133278370
## 4895 Dlx2 0.000000000 -0.110352990 0.062603950 -0.071473120
## 4896 Dlx3 0.000000000 -0.032045364 0.149028300 0.021040440
## 4897 Dlx4 0.011551857 0.036384583 0.000000000 -0.041372776
## 4898 Dlx5 -0.037410260 0.085816860 0.081160070 0.088121414
## 4899 Dlx6 -0.049352170 0.042546272 0.137032030 0.046538353
## 4900 Dmap1 0.197377200 0.377218250 0.195177560 -0.173729420
## 4901 Dmbt1 -0.024357796 0.066476345 0.114839080 0.078509810
## 4902 Dmbx1 0.116831300 -0.099169254 0.086746690 0.002589703
## 4903 Dmc1 0.000000000 -0.072516440 0.037608147 -0.031145096
## 4904 Dmd 0.242741110 0.129130360 0.135882380 0.264110100
## 4905 Dmgdh 0.496897220 0.381812570 0.368162160 0.115596770
## 4906 Dmkn -0.122351650 -0.030187130 0.021607876 -0.091513634
## 4907 Dmp1 -0.132613660 0.091339590 -0.206222060 0.014189243
## 4908 Dmpk -0.216328140 -0.393745900 -0.143601420 -0.033643723
## 4909 Dmrt1 0.042076588 0.183146480 0.257320880 -0.010645390
## 4910 Dmrt2 -0.112425804 0.082449910 -0.081325054 0.015658855
## 4911 Dmrt3 0.000000000 0.137504580 -0.075992110 -0.026165485
## 4912 Dmrta1 0.000000000 -0.050701620 0.086010930 -0.232457160
## 4913 Dmrta2 -0.096277240 0.118346690 0.100958350 -0.062006950
## 4914 Dmrtb1 0.000000000 0.091797830 0.020334244 0.045536040
## 4915 Dmrtc1a 0.015079498 -0.006790638 -0.081731796 -0.129198070
## 4916 Dmrtc1b 0.000000000 -0.025691986 -0.060631275 0.087010380
## 4917 Dmrtc1c1 -0.047087192 -0.056209324 0.110550405 -0.173921105
## 4918 Dmrtc2 -0.118778706 0.043097020 -0.149251940 -0.041606903
## 4919 Dmtf1 0.453689580 0.138486860 -0.017484665 0.163216590
## 4920 Dmtn -0.250165460 -0.035664080 -0.039496900 0.000000000
## 4921 Dmwd 0.099185470 -0.023714542 0.000000000 0.078503610
## 4922 Dmxl1 0.337134360 0.202146530 -0.102745056 -0.034426690
## 4923 Dmxl2 0.589271315 0.457228900 0.485077380 0.029214385
## 4924 Dna2 0.046759130 -0.159151550 -0.134529590 -0.163257600
## 4925 Dnaaf1 0.017277956 0.006080628 0.062757971 -0.133818385
## 4926 Dnaaf2 -0.253604900 -0.295045380 -0.067051890 0.074111940
## 4927 Dnaaf3 0.110760690 -0.026494980 0.104005340 -0.032412052
## 4928 Dnah1 0.045652390 0.027717590 0.129673480 -0.083542824
## 4929 Dnah10 -0.117803098 0.025697803 0.059323789 -0.106540966
## 4930 Dnah11 0.000000000 -0.021979809 -0.024187088 -0.069740770
## 4931 Dnah12 -0.037849426 -0.009989738 -0.034850120 -0.056940556
## 4932 Dnah17 -0.063392162 -0.022838831 0.159674406 0.155071732
## 4933 Dnah2 -0.092157364 -0.054481983 -0.101200580 0.157730100
## 4934 Dnah3 1.905063828 1.499494640 1.435121149 0.124279692
## 4935 Dnah5 -0.004230499 -0.031361103 0.005604744 -0.038363457
## 4936 Dnah6 0.274187885 0.139013610 0.389202759 0.042652926
## 4937 Dnah7b -0.080069382 -0.148449581 0.012176516 -0.128009798
## 4938 Dnah8 -0.149832250 -0.398972750 0.044635058 -0.211574080
## 4939 Dnah9 -0.038735390 -0.009723663 0.039051056 0.008111477
## 4940 Dnaic1 -0.024599552 0.005147457 -0.092403410 -0.156897540
## 4941 Dnaic2 -0.010795593 0.239890580 0.081403730 0.000000000
## 4942 Dnaja1 0.349707610 -0.132269541 -0.162540755 0.031953494
## 4943 Dnaja2 -0.003297806 0.023228645 0.096261024 -0.053403854
## 4944 Dnaja3 0.085447310 0.431083680 -0.145761490 -0.167761330
## 4945 Dnaja4 0.502328900 0.180514810 0.003560066 0.146931650
## 4946 Dnajb1 0.601018900 0.269832600 0.066007614 -0.449666980
## 4947 Dnajb11 -0.277436260 -0.016666412 -0.321817400 0.059264183
## 4948 Dnajb12 0.066824910 0.310021400 0.191589360 0.071312904
## 4949 Dnajb13 0.011356354 -0.329573630 -0.126845840 -0.140617850
## 4950 Dnajb14 -0.279014100 -0.023208618 -0.494388580 -0.618715760
## 4951 Dnajb2 0.173231120 -0.091354370 0.155415060 0.263633730
## 4952 Dnajb3 -0.052850246 -0.079392910 0.012844086 -0.218815800
## 4953 Dnajb4 0.829211240 -0.565264700 -0.803517340 -0.470686900
## 4954 Dnajb5 0.333405020 -0.115827080 0.269336220 0.141464710
## 4955 Dnajb6 0.036288071 -0.197490790 -0.142107771 0.015420150
## 4956 Dnajb7 0.671538350 0.002321720 0.532920840 0.083369255
## 4957 Dnajb8 -0.047841788 0.015775919 0.031346085 -0.100270510
## 4958 Dnajb9 0.847273800 0.611496900 0.476666450 -0.459187500
## 4959 Dnajc1 0.420343400 0.207953450 -0.052629470 0.400937080
## 4960 Dnajc10 0.760214800 0.610264800 0.669074060 0.354389200
## 4961 Dnajc11 -0.418035500 0.093882084 -0.173329830 -0.116883755
## 4962 Dnajc12 -0.140183930 0.000000000 0.092016220 -0.191916940
## 4963 Dnajc13 -0.032730166 -0.039320373 0.076235643 -0.084543453
## 4964 Dnajc14 0.041744232 0.700978300 0.303005220 0.254760740
## 4965 Dnajc15 0.419630530 -0.593016150 -0.993158800 -0.103700160
## 4966 Dnajc16 0.022712708 -0.023199081 -0.073061940 -0.606720450
## 4967 Dnajc17 -0.268639560 -0.029290200 -0.176620480 0.013562202
## 4968 Dnajc18 0.109135630 0.231107710 1.056548100 0.057216644
## 4969 Dnajc19 0.071354388 0.052610875 0.073406218 -0.221038815
## 4970 Dnajc2 -0.094543460 -0.042925835 0.333334920 -0.051083565
## 4971 Dnajc21 0.229866030 0.377843860 0.137332920 0.140183450
## 4972 Dnajc22 0.061505795 -0.030187130 0.232660300 0.088382720
## 4973 Dnajc24 0.150796890 0.000000000 -0.076903820 0.330503460
## 4974 Dnajc25 -0.340860370 -0.136811260 -0.245296000 0.055448532
## 4975 Dnajc27 0.516857600 0.472174170 -0.152269360 -0.305493830
## 4976 Dnajc28 0.387146950 -0.445258140 -0.022480011 0.010478020
## 4977 Dnajc3 0.022232056 0.011772156 -0.049088955 -0.156072140
## 4978 Dnajc30 0.139169220 0.119880200 0.295305250 -0.052652836
## 4979 Dnajc4 -0.118546960 0.054938316 0.117063046 0.002827168
## 4980 Dnajc5 0.028445244 0.221673970 0.000000000 0.157387730
## 4981 Dnajc5b 0.191643240 0.042505264 0.189124100 -0.170268540
## 4982 Dnajc5g -0.003523827 0.000501000 -0.075600624 0.000000000
## 4983 Dnajc6 -0.139419560 -0.186995980 0.045574665 0.004331112
## 4984 Dnajc7 -0.337038040 -0.241083150 -0.105365750 -0.096735954
## 4985 Dnajc8 0.130341530 0.491703030 0.301381100 0.108633995
## 4986 Dnajc9 -0.026023865 -0.159406660 0.112370490 -0.481095300
## 4987 Dnal1 0.173316480 0.751230240 0.511320600 -0.037634373
## 4988 Dnal4 0.058542730 0.050697803 0.151635650 -0.120122430
## 4989 Dnali1 -0.046216965 0.285485270 0.129487040 0.150044440
## 4990 Dnase1 0.235584260 -0.169345380 0.030839443 0.136680130
## 4991 Dnase1l1 0.057148933 -0.005246162 0.798236850 0.000000000
## 4992 Dnase1l2 0.357267860 -0.000586000 -0.315011020 0.200451370
## 4993 Dnase1l3 -0.113914490 0.057041170 0.091804504 -0.004920006
## 4994 Dnase2a -0.069216730 -0.062293530 0.093644140 0.053515434
## 4995 Dnase2b -0.032705307 -0.093433860 0.016393185 -0.040802480
## 4996 Dnd1 -0.016090870 0.261394980 0.064967155 0.083858490
## 4997 Dner 0.028008461 0.126633640 -0.029449463 0.216152190
## 4998 Dnlz 0.027438640 0.447844980 0.016351223 -0.026006699
## 4999 Dnm1 -0.020609856 0.158548360 -0.147731780 -0.113394740
## 5000 Dnm1l 0.258260730 -0.078156470 0.335483550 -0.035145760
## 5001 Dnm2 0.391092300 0.333886150 0.529665950 0.066760060
## 5002 Dnm3 0.493633045 0.408671380 0.308569670 0.051516055
## 5003 Dnm3os 1.118898880 0.497606040 0.000000000 0.000643015
## 5004 Dnmbp 0.325249670 0.163530830 0.000000000 0.165690900
## 5005 Dnmt1 -0.260944370 -0.121360780 0.202508930 -0.045333862
## 5006 Dnmt3a -0.248218060 -0.294019220 -0.004330635 -0.248158930
## 5007 Dnmt3b -0.006024838 -0.092030525 -0.064460280 -0.171784400
## 5008 Dnmt3l -0.163919450 0.109633920 0.084429740 0.115993500
## 5009 Dnpep 0.090534690 0.058268070 0.335516930 0.000000000
## 5010 Dnph1 -0.004868031 0.023637295 0.000000000 -0.115985870
## 5011 Dntt 0.009149551 0.000124000 0.000000000 0.112317085
## 5012 Dnttip1 -0.010049820 0.149057390 -0.145219800 -0.167868610
## 5013 Dnttip2 0.290489200 0.000000000 0.462034230 -0.116564750
## 5014 Doc2a -0.047228336 0.023087978 0.323870180 0.158559320
## 5015 Doc2b 0.105401990 0.003654957 -0.001266956 0.057389260
## 5016 Doc2g 0.050700188 0.049702644 -0.136474130 0.398190020
## 5017 Dock1 0.032423973 0.014000893 0.106082916 0.468288420
## 5018 Dock10 -0.317245480 -0.401428700 -0.361539840 -0.085739136
## 5019 Dock11 -1.051908500 -1.010610600 -0.697577500 -0.078712940
## 5020 Dock2 -0.324780000 -0.357971200 -0.078317640 -0.065474510
## 5021 Dock3 -0.053285600 0.033473970 0.108314514 0.038038254
## 5022 Dock4 0.612321850 0.481771470 0.293660160 0.168204310
## 5023 Dock5 0.726586340 0.280769820 0.295288560 -0.369397640
## 5024 Dock6 0.172865550 0.062951026 -0.049883843 0.199887529
## 5025 Dock7 -0.833896160 -0.506156440 -0.376467700 -0.284098630
## 5026 Dock8 -1.093064300 -1.277004700 -0.979064000 -0.455462930
## 5027 Dock9 1.246884300 1.026481600 1.036700200 1.090048800
## 5028 Dohh -0.007422924 0.024627209 -0.155786510 -0.018402576
## 5029 Dok1 -0.377217770 -0.059026240 -0.056122780 -0.009629726
## 5030 Dok2 0.077033040 -0.011441708 -0.070387840 -0.045473100
## 5031 Dok3 -0.133556840 0.000000000 0.091965200 -0.020062923
## 5032 Dok4 -0.041479588 0.279068000 0.000000000 1.227026500
## 5033 Dok5 -0.159556390 -0.025454044 0.118270874 0.056357860
## 5034 Dok6 -0.001975536 0.076563835 0.038008213 0.077346800
## 5035 Dok7 0.081302640 0.044810295 -0.011424542 0.000000000
## 5036 Dolk 0.412078380 0.306881430 0.498218060 0.048696518
## 5037 Dolpp1 0.041734695 -0.138659480 0.169282440 0.048486710
## 5038 Dom3z 0.108357430 0.112961290 -0.092779640 -0.043760300
## 5039 Donson 0.001488209 -0.250663280 -0.147266390 0.269606600
## 5040 Dopey1 0.885503770 0.293018340 0.324831960 -0.027318954
## 5041 Dopey2 -0.214071270 -0.254253860 0.236758710 0.069324020
## 5042 Dot1l -0.070037365 0.138717650 0.000000000 0.189020630
## 5043 Doxl2 -0.101768490 -0.097163680 0.024554253 0.093678950
## 5044 Dpagt1 0.001530647 0.148198130 0.276887900 0.433970450
## 5045 Dpcd -0.170331000 0.101611140 0.722004900 -0.509758000
## 5046 Dpcr1 -0.013821602 0.000000000 0.159665580 -0.171978000
## 5047 Dpep1 0.047178745 -0.227644440 0.000000000 -0.046292305
## 5048 Dpep2 -0.113727330 -0.114102363 -0.011399031 0.191200975
## 5049 Dpep3 -0.108533380 0.027721405 -0.004716396 -0.031658650
## 5050 Dpf1 -0.001900196 -0.001900196 0.005181789 0.123264790
## 5051 Dpf2 0.262201300 0.353503230 0.224426270 -0.141353600
## 5052 Dpf3 0.000000000 0.148707390 0.014182568 -0.119450090
## 5053 Dph1 -0.095803260 -0.266468520 0.165377140 0.026162624
## 5054 Dph2 -0.060616970 -0.193481920 0.103967670 0.308490750
## 5055 Dph3 0.325951580 -0.016142845 0.435601230 -0.154242520
## 5056 Dph5 -0.003777504 -0.518205170 -0.514150600 0.343126300
## 5057 Dph6 0.834509850 0.547676100 0.396713260 -0.093337060
## 5058 Dph7 -0.047364235 -0.161956310 0.362996100 -0.084212300
## 5059 Dpm1 0.129643440 0.175782200 -0.109115600 -0.215863230
## 5060 Dpm2 -0.021595955 -0.246706010 0.466002460 0.005204201
## 5061 Dpm3 0.216402050 0.170921330 0.714715960 0.000000000
## 5062 Dpp10 -0.039515258 0.011845112 0.060669660 -0.019570350
## 5063 Dpp3 -0.103307485 0.067401885 0.383579955 -0.055876255
## 5064 Dpp4 0.559007640 0.582063700 -0.062636375 -2.763845400
## 5065 Dpp6 0.003047943 0.000000000 0.144204378 0.055832864
## 5066 Dpp7 0.075955870 -0.213221550 -0.332719800 -0.316717620
## 5067 Dpp8 0.146511080 0.155626300 0.134037020 0.066833496
## 5068 Dpp9 0.165327070 0.167143820 -0.093019010 0.068913460
## 5069 Dppa1 -0.075038910 0.005969524 0.135706420 0.043026447
## 5070 Dppa2 -0.022051176 0.017886480 -0.002844175 -0.041318098
## 5071 Dppa3 -0.149167535 0.038744688 -0.068114995 -0.028941375
## 5072 Dppa4 0.020141602 -0.020190715 -0.017654897 -0.001482725
## 5073 Dppa5a 0.408081050 0.027885914 0.208935260 -0.087284565
## 5074 Dpt -1.582903900 -1.640045200 -1.499248500 0.825214400
## 5075 Dpy19l1 0.225025180 0.377751350 0.345394130 -0.234523300
## 5076 Dpy19l2 -0.057502270 0.106083390 -0.051093100 0.065478800
## 5077 Dpy19l3 -0.191279410 -0.172540660 -0.478344440 -0.088556770
## 5078 Dpy19l4 0.403229700 0.362989430 0.581905360 -0.178115370
## 5079 Dpy30 0.418085100 0.177135470 -0.099123955 -0.213171960
## 5080 Dpyd -0.013880730 0.000000000 0.048419476 -0.085224150
## 5081 Dpys 0.004701614 0.041715622 0.135924820 -0.060181618
## 5082 Dpysl2 -0.053382874 0.387245180 -0.016606330 0.355753900
## 5083 Dpysl3 -1.237309500 -1.159992700 -0.976704100 0.616856600
## 5084 Dpysl4 -0.019889355 0.200831890 0.174036980 0.189815520
## 5085 Dpysl5 -0.207532880 -0.138593200 0.000000000 -0.117159840
## 5086 Dqx1 -0.231051450 0.170059200 -0.104252815 -0.000522000
## 5087 Dr1 -0.223733900 0.087548256 0.507063870 -0.367404940
## 5088 Dram1 -0.337072850 -0.484691140 -0.363961220 -0.032943250
## 5089 Dram2 0.220485690 0.121571540 -0.015938759 0.087514880
## 5090 Drap1 -0.000040100 0.257034300 0.354829800 -0.011039734
## 5091 Draxin 0.000000000 0.026509285 -0.013005734 -0.006907940
## 5092 Drc1 0.000000000 -0.036819458 -0.005664349 -0.078413490
## 5093 Drd1a -0.229425430 0.125477790 0.159534450 0.075310710
## 5094 Drd2 0.022700310 -0.063449860 -0.017216682 0.105925560
## 5095 Drd3 -0.010135651 0.130839350 -0.007283211 -0.031952380
## 5096 Drd4 -0.046379090 0.032746790 0.187756060 -0.069943430
## 5097 Drd5 0.043524742 0.000000000 0.077954290 -0.184218880
## 5098 Drg1 0.020223618 -0.048593520 0.295281400 0.032347680
## 5099 Drg2 0.230912210 -0.014832974 0.623758800 0.096988680
## 5100 Drosha 0.544957160 0.472599980 0.498236660 0.206238750
## 5101 Drp2 -0.078170300 -0.129599570 0.066773415 0.092212680
## 5102 Dsc1 0.072928430 -0.027908802 -0.069845200 -0.008346081
## 5103 Dsc2 -0.035667420 0.000000000 0.000000000 0.015149593
## 5104 Dsc3 0.154277320 0.024907112 0.099663734 -0.104663370
## 5105 Dscam -0.039077282 0.117143630 0.000000000 0.128915790
## 5106 Dscaml1 0.000000000 0.053464890 0.024394989 -0.149406430
## 5107 Dscc1 -0.077056885 -0.379374980 -0.124598030 -0.200944420
## 5108 Dscr3 -0.365767480 -0.618420100 1.458608200 -0.154828550
## 5109 Dse -0.312605380 -0.346159460 -0.450563430 -0.757048600
## 5110 Dsel 0.509906300 -0.055396080 0.642545200 0.212369920
## 5111 Dsg1a -0.014348030 0.120240210 -0.001904011 0.000000000
## 5112 Dsg1b -0.057559967 0.057627200 0.081346035 -0.059519768
## 5113 Dsg1c 0.062869550 0.000000000 -0.017533780 0.244070050
## 5114 Dsg2 -0.045893192 -0.006068230 0.044395447 -0.048654556
## 5115 Dsg3 -0.013762951 -0.003205776 0.013105392 -0.021329880
## 5116 Dsg4 0.120733740 -0.002182961 0.010826111 0.000000000
## 5117 Dsn1 0.000977000 -0.329254630 -0.042971610 -0.196452620
## 5118 Dsp -0.147337914 0.235245945 0.084135532 -0.032970665
## 5119 Dspp -0.183539870 0.167943000 -0.017755985 0.071479320
## 5120 Dst 0.572091100 0.376747130 0.246891980 1.454885500
## 5121 Dstn 0.495424270 0.211641310 0.172515870 -0.467282300
## 5122 Dstyk -0.105850220 -0.171542170 -0.258387570 0.231041910
## 5123 Dtd1 0.469539640 0.586545000 0.448246960 -0.056789400
## 5124 Dtd2 -0.077524185 0.053658485 -0.098107815 -0.316339970
## 5125 Dtl -0.343739500 -0.244545460 -0.562305900 0.000000000
## 5126 Dtna -0.083281994 0.000000000 -0.019766330 -0.060758114
## 5127 Dtnb 0.372039800 0.326789380 -0.211286070 -0.022327423
## 5128 Dtnbp1 -0.252355580 0.191538330 -0.030221940 0.483660700
## 5129 Dtwd1 -0.520731450 -0.541300800 -0.428947450 -0.352881900
## 5130 Dtwd2 0.000000000 0.776459700 0.010603905 -0.061479570
## 5131 Dtx1 -0.151090150 0.001155853 -0.053182602 -0.055836678
## 5132 Dtx2 -0.055970670 -0.099716190 0.030869007 0.101178170
## 5133 Dtx3 0.020172596 0.240294460 -0.010182858 0.338989260
## 5134 Dtx3l -0.244706150 0.215671540 -0.373835560 -0.016357422
## 5135 Dtx4 -0.133317470 0.144052980 -0.065631870 -0.115225315
## 5136 Dtymk -0.058951855 0.074596405 0.094561580 -0.037521362
## 5137 Duox1 -0.020164490 0.099976540 0.001127243 -0.101932526
## 5138 Duox2 -0.083194256 0.014052391 0.059145927 0.029143333
## 5139 Duoxa1 0.000000000 0.245607850 0.103127000 -0.132927420
## 5140 Duoxa2 0.097055435 0.053967000 0.106057170 -0.006065369
## 5141 Dupd1 -0.019815922 0.075325010 -0.023831844 0.020903110
## 5142 Dus1l -0.010626316 0.076937675 0.000000000 -0.189348220
## 5143 Dus2l -0.222873690 0.000000000 -0.227707860 -0.106376170
## 5144 Dus3l 0.076289180 0.081071850 0.355217930 -0.027873993
## 5145 Dus4l 0.609663500 0.240406990 -0.613783360 0.026593685
## 5146 Dusp1 0.650697700 -0.626997950 -0.409406660 0.323750500
## 5147 Dusp10 0.000000000 -0.317069050 0.245095250 -0.926188950
## 5148 Dusp11 0.372226720 -0.040998460 -0.193254470 -0.046607018
## 5149 Dusp12 -0.109503746 -0.032903190 0.105432034 -0.065395594
## 5150 Dusp13 -0.036487103 0.000000000 0.031598090 0.011151314
## 5151 Dusp14 0.166727540 -0.044305800 -0.170062540 0.001404762
## 5152 Dusp15 0.000896000 -0.086080074 -0.029548645 -0.144036770
## 5153 Dusp16 0.551264760 -0.167124750 0.104827880 0.283745770
## 5154 Dusp18 0.423415180 0.564024450 0.239068030 -0.417244430
## 5155 Dusp19 0.187893390 -0.378249650 0.024142265 0.214717860
## 5156 Dusp2 -0.051840305 -0.317427160 0.049667835 -0.039858818
## 5157 Dusp21 0.012601376 -0.015573025 0.182060240 0.000000000
## 5158 Dusp22 0.965772600 1.073829700 1.253665000 0.992032050
## 5159 Dusp23 0.136651040 0.421111580 0.840849400 -0.276694770
## 5160 Dusp26 -0.252648830 -0.197206500 -0.276575100 0.000000000
## 5161 Dusp27 0.082149030 0.000000000 0.144577980 0.272185330
## 5162 Dusp28 0.185287000 -0.009455681 0.071985245 0.089776990
## 5163 Dusp3 -0.050853730 0.544387800 -0.399904250 0.321567540
## 5164 Dusp4 -0.125746730 -0.336334700 -0.085735800 0.000000000
## 5165 Dusp5 -0.093712330 -0.130583760 0.001115799 -0.070374010
## 5166 Dusp6 0.410650250 0.000000000 -0.126759530 -0.029923439
## 5167 Dusp7 -0.124361040 0.150510790 0.419844630 0.002717972
## 5168 Dusp9 -0.011722088 0.094099520 -0.024922848 -0.116763590
## 5169 Dut 0.061094284 0.046512127 -0.056090355 -0.047847748
## 5170 Dux -0.121592285 -0.008832455 0.006030798 0.080228805
## 5171 Duxbl1 -0.029669127 0.083442371 0.084643681 0.032791455
## 5172 Dvl1 0.081620220 0.050206184 0.018764019 -0.075137140
## 5173 Dvl2 -0.092154500 0.005754471 0.143754480 0.010678768
## 5174 Dvl3 0.051376343 -0.276249400 0.372795100 -0.085554600
## 5175 DXBay18 0.122709750 0.137382982 0.124463398 -0.158106647
## 5176 Dydc1 -0.004998207 0.032313824 -0.111554146 -0.147519110
## 5177 Dydc2 -0.053888320 -0.023043156 0.068109990 0.231261730
## 5178 Dym 0.080969330 0.000000000 0.147223000 -0.099784374
## 5179 Dync1h1 0.194175720 0.275257100 0.281185150 0.260588650
## 5180 Dync1i1 0.418148040 0.170598030 0.213373660 0.019999504
## 5181 Dync1i2 0.237004280 0.130751610 -0.042198180 0.007828712
## 5182 Dync1li1 0.335041050 0.228438380 -0.219543460 0.377453800
## 5183 Dync1li2 0.176606415 0.380843410 0.136379480 0.229115011
## 5184 Dync2h1 -0.025125980 -0.128700730 -0.192738530 -0.111286160
## 5185 Dync2li1 0.258761400 0.150780200 -0.092805386 0.591917500
## 5186 Dynll1 0.331979750 0.152663230 0.133861540 -0.325313570
## 5187 Dynll2 -0.000550000 -0.512963300 0.402590750 -0.141580580
## 5188 Dynlrb1 0.221607210 0.297466280 0.386454580 -0.057729720
## 5189 Dynlrb2 -0.033010960 -0.085195540 0.025966167 -0.114743230
## 5190 Dynlt1a -0.539639500 -0.488653180 0.177669530 -0.515798570
## 5191 Dynlt1c -0.555581100 -0.441081050 0.387637140 -0.360369680
## 5192 Dynlt3 0.237790110 0.272521970 0.106287000 0.022996902
## 5193 Dyrk1a -0.180643320 -0.150510305 -0.040895225 0.132376195
## 5194 Dyrk1b 0.000000000 0.002516270 -0.395225050 0.178473950
## 5195 Dyrk2 -0.394639015 -0.414281850 -0.752181050 -0.399001835
## 5196 Dyrk3 -0.219462870 -0.022739410 -0.020405293 0.019385815
## 5197 Dyrk4 0.020420074 -0.090652940 -0.063722610 -0.128339290
## 5198 Dysf -0.635568140 -0.501029000 -0.097290990 1.315707200
## 5199 Dytn 0.085160255 0.027419567 0.026677132 0.170233250
## 5200 Dyx1c1 -0.001749516 0.210052970 -0.036574364 -0.135161880
## 5201 Dzank1 0.020576954 0.000484000 0.000000000 -0.030648708
## 5202 Dzip1 -0.155494450 -0.007794857 -0.101078035 -0.066173794
## 5203 Dzip1l -0.044848442 -0.210505490 0.127820970 -0.011177063
## 5204 Dzip3 0.031348230 -0.471020700 0.028409481 -0.513594600
## 5205 E030002O03Rik 0.351576800 0.000000000 -0.007679939 0.161354540
## 5206 E030011O05Rik 2.106875400 0.112711430 0.382994650 -0.133356570
## 5207 E030019B06Rik -0.045392513 0.058780670 0.081677910 0.007318497
## 5208 E030047D23Rik 0.074570180 0.000000000 0.646491050 0.015311718
## 5209 E130006D01Rik -0.029870987 -0.076459885 0.019137860 -0.172500610
## 5210 E130012A19Rik -0.052387714 0.019273281 0.082108020 0.000000000
## 5211 E130114P18Rik -0.037822723 -0.086820600 0.109028340 -0.042877674
## 5212 E130201H02Rik 0.010116577 -0.000057200 0.163493160 -0.113125800
## 5213 E130308A19Rik -0.011923790 -0.238755700 -0.052097320 0.243471150
## 5214 E130309D02Rik 0.018113135 0.000171185 0.072482110 -0.049333332
## 5215 E130309D14Rik -0.093229770 0.202846530 0.128895760 -0.092509270
## 5216 E130309F12Rik 0.283123500 0.060967922 0.119893074 -0.088705060
## 5217 E130311K13Rik -0.318724160 0.178182600 0.008397579 -0.164750100
## 5218 E230001N04Rik -0.066867830 -0.132052900 0.081587315 -0.206803800
## 5219 E230008N13Rik -0.047767005 0.000786445 -0.021327566 -0.030991536
## 5220 E230019M04Rik -0.081982610 0.097090720 0.053582670 -0.061988354
## 5221 E230025N22Rik -0.063677310 -0.010520458 0.065732480 -0.054255962
## 5222 E2f1 -0.154750820 -0.022768497 0.149471280 -0.000645000
## 5223 E2f2 -0.200585370 0.016745567 0.100990770 -0.134936810
## 5224 E2f3 -0.086770773 -0.012613774 0.161705970 -0.134154795
## 5225 E2f4 -0.189826490 -0.074043274 0.266950600 -0.219991680
## 5226 E2f5 0.780204800 0.394819740 0.441735270 0.310663220
## 5227 E2f6 0.359232430 -0.384287830 -0.229554180 0.156536580
## 5228 E2f7 0.260365000 -0.065448284 -0.026502132 0.533222200
## 5229 E2f8 -0.280009270 -0.288312440 -0.144123550 0.215315820
## 5230 E330009J07Rik 0.136597630 0.046881200 0.077259060 -0.331132900
## 5231 E330012B07Rik 0.000000000 -0.047312737 0.130237580 -0.075650215
## 5232 E330013P04Rik 0.000000000 -0.044881820 -0.011704445 -0.112533570
## 5233 E330014E10Rik -0.000906242 -0.072574234 0.021024847 0.050425339
## 5234 E330017A01Rik -0.051861763 -0.004609585 -0.002430439 0.007386208
## 5235 E330021D16Rik -0.045878887 -0.024009228 0.321357730 0.146351340
## 5236 E330027M22Rik 0.004194260 0.023499489 -0.118008610 0.088563920
## 5237 E330034G19Rik -0.027056694 0.047447680 0.043636800 0.000706000
## 5238 E330037G11Rik 0.053592205 -0.096463200 -0.008339405 0.051985264
## 5239 E430018J23Rik 0.000000000 0.001772404 0.293155200 0.190786840
## 5240 E430025E21Rik -0.129869460 0.146036150 -0.029192924 0.309380530
## 5241 E4f1 0.182654380 0.057678223 -0.024525166 -0.012506008
## 5242 Eaf1 0.139360430 0.533085800 0.454464900 0.149770740
## 5243 Eaf2 -0.081265930 0.026405334 -0.009787083 0.069355490
## 5244 Eapp 0.000740000 -0.001943588 0.246632580 0.162146570
## 5245 Ear1 -0.128181697 -0.058882714 0.011271715 0.040248870
## 5246 Ear10 -0.080184937 -0.019092798 0.091874120 0.121526955
## 5247 Ear11 -0.018453121 0.013204575 0.028624058 0.032361507
## 5248 Ear14 0.131186960 0.025729656 0.075575830 0.121138570
## 5249 Ear2 0.000000000 -0.148937230 0.126808170 0.577091700
## 5250 Ear5 -0.036161423 -0.040317060 -0.025428772 0.012384892
## 5251 Ear6 0.040883064 -0.006240845 -0.118078710 -0.051954746
## 5252 Ears2 -0.021547318 -0.074566364 -0.160843850 -0.012553692
## 5253 Ebag9 -0.287587170 -0.430840020 -0.136594770 0.156922340
## 5254 Ebf1 0.973537450 0.795228000 0.745206830 0.527560230
## 5255 Ebf2 -0.034666300 0.029719113 -0.059123993 0.064375115
## 5256 Ebf3 -0.440789220 -0.254159930 0.000000000 2.512221800
## 5257 Ebf4 -0.042885303 0.073656560 -0.030710220 0.002363682
## 5258 Ebi3 0.001102448 -0.326442720 -0.245332720 -0.012204170
## 5259 Ebna1bp2 0.021168709 -0.054116250 0.326628680 0.052363396
## 5260 Ebp -0.247535230 -0.408977030 -0.185228820 -0.273112770
## 5261 Ebpl 0.223668100 0.100325584 1.109862300 0.055471420
## 5262 Ecd -0.065598965 0.023030281 -0.129684450 0.012904167
## 5263 Ece1 0.122844696 0.397768020 0.419341100 -0.048924446
## 5264 Ece2 -0.117125274 0.004309893 0.001200676 -0.069840668
## 5265 Ecel1 0.097845080 0.012402058 0.220693590 -0.054927826
## 5266 Ech1 0.416447640 0.765780450 0.688014030 0.037374496
## 5267 Echdc1 0.577993870 0.077651024 0.538994800 0.192389970
## 5268 Echdc2 -0.098643780 0.201917170 -0.132800100 -0.031892776
## 5269 Echdc3 0.003673077 -0.007314682 0.160017490 -0.036489010
## 5270 Echs1 -0.239924910 -0.062295437 0.038342476 -0.227305890
## 5271 Eci1 0.000000000 0.670393470 0.731275100 0.252579200
## 5272 Eci2 0.718276000 0.412385940 0.932024960 -0.273581500
## 5273 Ecm1 0.144910810 0.315669060 0.488428120 0.406364440
## 5274 Ecm2 0.887691500 0.864295000 0.618267060 1.445428800
## 5275 Ecscr -0.754225730 -0.676548960 -0.655928600 0.464408870
## 5276 Ecsit 0.050172330 0.025432587 0.263199330 0.062748910
## 5277 Ect2 -0.490146640 -0.339509000 -0.346932900 -0.120129110
## 5278 Eda 0.000000000 -0.065654755 -0.068179610 0.485548020
## 5279 Eda2r -0.158875470 -0.101150510 -0.146506790 0.407497400
## 5280 Edar 0.023822308 0.071833130 -0.034090996 0.013115406
## 5281 Edaradd 0.105409145 0.000000000 0.014611244 -0.124972820
## 5282 Edc3 -0.147036550 0.203956600 -0.343956000 0.394656180
## 5283 Edc4 -0.018106460 0.377475260 0.154442310 0.255136000
## 5284 Eddm3b 0.000000000 -0.005471230 0.026027203 0.023712158
## 5285 Edem1 0.024463654 -0.580350400 0.000000000 -0.053779602
## 5286 Edem2 0.257033350 -0.016865253 0.195634840 -0.216847420
## 5287 Edem3 0.217849730 0.113246920 0.183587070 -0.168999670
## 5288 Edf1 0.004620552 0.137022020 0.388090130 -0.040570260
## 5289 Edil3 -0.023038387 -0.040198803 0.000000000 -0.041997433
## 5290 Edn1 1.565675700 1.555313100 0.780534740 0.000000000
## 5291 Edn2 0.028402328 -0.156569000 0.029404163 -0.059921740
## 5292 Edn3 1.369650800 1.895503500 2.317787600 0.067831040
## 5293 Ednra -0.156744000 -0.120588780 0.046918870 0.145842550
## 5294 Ednrb -2.045542700 -2.959183200 -3.073932200 0.000000000
## 5295 Eea1 0.023186684 -0.011763573 -0.086252210 0.375206950
## 5296 Eed 0.167330025 -0.104724408 -0.063948390 -0.246504305
## 5297 Eef1a1 -0.190775870 -0.140051840 0.000000000 0.031372070
## 5298 Eef1a2 0.015310288 -0.020771027 0.045445442 0.231651780
## 5299 Eef1b2 -0.037129402 0.059302330 -0.252012250 -0.007361412
## 5300 Eef1d -0.204746250 -0.005323410 -0.025815964 -0.151390080
## 5301 Eef1e1 -0.241648670 -1.619863000 -0.699425700 -1.131844000
## 5302 Eef1g -0.517943400 -0.252727030 0.079036710 0.358671200
## 5303 Eef2 -0.207516670 -0.006786346 -0.018871307 0.130464550
## 5304 Eef2k -0.267333030 0.107747555 0.094281200 -0.158525470
## 5305 Eefsec 0.148807050 -0.308695800 -0.132473470 0.324255000
## 5306 Eepd1 -0.124889850 -0.254418370 -0.424423220 2.016067500
## 5307 Efcab1 -0.056476593 0.015923023 0.076745030 -0.027593613
## 5308 Efcab10 0.004698277 0.059629917 0.067174435 0.049753666
## 5309 Efcab11 -0.057200430 -0.070044520 -0.037979126 0.075871944
## 5310 Efcab12 -0.012115002 -0.066156864 -0.021462440 0.016053200
## 5311 Efcab14 0.293493270 0.332479480 0.219649310 0.227719300
## 5312 Efcab2 -0.391814700 0.157224660 1.063707400 -0.907609000
## 5313 Efcab3 0.127625940 0.049404144 0.010844231 0.057759760
## 5314 Efcab4a 0.080254555 0.171981810 0.082542420 0.000000000
## 5315 Efcab4b -0.032899380 -0.278204440 0.102221010 -0.127150060
## 5316 Efcab5 0.079344270 0.010086536 0.150853630 0.055662632
## 5317 Efcab6 0.007318974 -0.035434723 0.010336876 0.046164036
## 5318 Efcab7 0.057257652 -0.062866210 1.139051900 0.365563870
## 5319 Efcab9 -0.093052864 -0.081143856 -0.018346786 -0.091496944
## 5320 Efcc1 -0.032398939 -0.002543688 0.057891846 -0.074652434
## 5321 Efemp1 -0.449786660 -0.612964150 -0.533978000 0.043942930
## 5322 Efemp2 0.798825260 0.715160370 1.053373300 -0.008596420
## 5323 Efhb -0.008056641 -0.089115620 -0.016638279 0.003421307
## 5324 Efhc1 -0.012337208 0.146094800 0.006142616 0.165689470
## 5325 Efhc2 2.825635000 2.385543800 2.688202000 -0.159421440
## 5326 Efhd1 -0.233247280 -0.118954180 -0.530652050 -0.174319270
## 5327 Efhd2 -0.123743534 -0.295235630 -0.399200440 -0.388926500
## 5328 Efna1 -0.758906840 0.190093040 -0.099044800 0.677707700
## 5329 Efna2 0.060871600 0.014703274 0.124329090 0.154304500
## 5330 Efna3 0.956226825 1.372093415 0.805714600 0.200867655
## 5331 Efna4 -0.027734280 0.223168850 0.017037392 0.097238540
## 5332 Efna5 -0.304815300 -0.219715600 -0.194300650 0.274470330
## 5333 Efnb1 0.113960266 -0.049262047 -0.571863200 1.047546400
## 5334 Efnb2 -0.558815960 -0.795053500 -0.690806400 0.318756100
## 5335 Efnb3 -0.021067620 -0.109683040 0.069525240 -0.072798730
## 5336 Efr3a 0.111032486 0.113198280 -0.006291390 0.073404310
## 5337 Efr3b 1.587446200 2.082517600 1.834300000 1.074394200
## 5338 Efs -0.113193510 -0.123459816 0.007886410 0.067439556
## 5339 Eftud1 -0.174426560 0.171308520 0.000000000 -0.016830444
## 5340 Eftud2 0.655254360 0.430179600 0.633798600 -0.017701149
## 5341 Egf -0.038923740 0.019881248 0.021886349 -0.154239650
## 5342 Egfem1 0.006355763 -0.036201477 -0.095952034 -0.041130066
## 5343 Egfl6 -0.073437690 -0.064966680 -0.063058380 -0.015568733
## 5344 Egfl7 -0.190656660 0.115126610 0.196851730 0.414429660
## 5345 Egfl8 0.293617250 0.602271100 0.670391100 -0.131651880
## 5346 Egflam 1.001459100 0.954067700 0.341080670 -0.137650010
## 5347 Egfr -0.175560000 -0.082709310 -0.119680880 -0.132847310
## 5348 Egln1 0.499185560 0.597278600 0.426125530 1.074132900
## 5349 Egln2 0.297019000 0.303314200 0.229663850 0.044168472
## 5350 Egln3 -0.298130040 -0.246392250 -0.347539900 0.000000000
## 5351 Egr1 0.703119750 0.000000000 0.194079880 1.809908400
## 5352 Egr2 0.742097400 0.021768093 0.000000000 0.208671570
## 5353 Egr3 0.099549770 0.007799149 0.155214310 0.058679580
## 5354 Egr4 0.067809105 0.029453754 -0.079367160 0.047226906
## 5355 Ehbp1 0.245322700 0.135654450 -0.232991220 0.086796760
## 5356 Ehbp1l1 -0.109925270 0.053788662 0.252838130 -0.041567802
## 5357 Ehd1 -0.499546050 -0.499529840 -0.748579000 0.647356030
## 5358 Ehd2 0.000000000 -0.103551865 -0.481148720 1.232999800
## 5359 Ehd3 0.236765860 0.192904000 -0.028358460 -0.093921660
## 5360 Ehd4 -1.459957100 -0.855042460 -0.729800200 -0.886406900
## 5361 Ehf -0.060053350 -0.082592964 0.000000000 -0.031105518
## 5362 Ehhadh -0.026304245 0.000000000 -0.312102320 -0.205139160
## 5363 Ehmt1 -0.202200890 0.196701530 0.321600440 0.304293160
## 5364 Ehmt2 -0.182060240 -0.098598960 0.128650190 0.047218800
## 5365 Ei24 0.250363350 0.443891530 0.415474900 -0.069704056
## 5366 Eid1 0.224086760 0.170546530 0.288440700 0.000000000
## 5367 Eid2 0.256668570 0.780157100 0.360005860 0.172800540
## 5368 Eid2b 0.573981300 0.537055970 0.692233100 0.235338210
## 5369 Eid3 0.047443867 -0.943281650 -1.941299000 0.311296000
## 5370 Eif1 0.135629020 -0.179127055 -0.101779939 -0.075902303
## 5371 Eif1a -0.032916070 -0.111278534 0.149188040 -0.187447070
## 5372 Eif1ad -0.031265260 0.743289950 0.927233700 -0.407217030
## 5373 Eif1ax 0.000301000 -0.157944680 -0.085269930 -0.679525400
## 5374 Eif1b 0.000000000 -0.074418070 -0.108445170 -0.312305450
## 5375 Eif2a -0.094967840 0.082379340 0.125881200 -0.018815994
## 5376 Eif2ak1 -0.012089729 -0.029865265 -0.027565956 -0.262137400
## 5377 Eif2ak2 0.493985180 0.166725160 0.177075390 0.173809050
## 5378 Eif2ak3 0.163834570 -0.793574330 -0.291233540 -0.356690880
## 5379 Eif2ak4 0.483421330 -0.031311990 0.474037170 0.236367230
## 5380 Eif2b1 0.118520260 0.288299080 -0.246476650 -0.607012750
## 5381 Eif2b2 0.078440666 0.067861080 0.637777300 -0.407358170
## 5382 Eif2b3 -0.191760060 0.006176472 0.558962800 0.068936825
## 5383 Eif2b4 0.001499653 0.371417050 -0.115755560 0.022975922
## 5384 Eif2b5 0.095375540 0.607766600 0.328696730 -0.034039497
## 5385 Eif2d 0.182703020 -0.009556294 -0.152673240 0.010606289
## 5386 Eif2s1 -0.301646230 -0.317285540 0.329044340 0.000000000
## 5387 Eif2s2 0.014351845 -0.164505959 0.130956170 -0.243375780
## 5388 Eif2s3x -0.237941740 0.000000000 0.512732500 -0.197142600
## 5389 Eif2s3y 0.286182400 0.141141890 -0.111006740 0.167967800
## 5390 Eif3a 0.079213140 0.123787880 -0.021396637 0.109646800
## 5391 Eif3b -0.442902570 -0.230589870 0.035574913 -0.028393745
## 5392 Eif3c -0.010347367 0.082312110 0.168482780 -0.001805306
## 5393 Eif3d -0.148873330 0.108922960 0.010875702 -0.015226364
## 5394 Eif3e 0.399277700 -0.034740448 -0.045405388 0.081205370
## 5395 Eif3f 0.061302185 0.323371900 0.155977250 -0.003785133
## 5396 Eif3g -0.133085250 0.230629920 0.466692920 0.000000000
## 5397 Eif3h 0.000070100 0.078846933 0.115431308 -0.062421083
## 5398 Eif3i -0.133131980 0.126400950 0.055620193 -0.346961020
## 5399 Eif3j1 0.052998066 -0.009618282 -0.112078668 -0.066558360
## 5400 Eif3k 0.064492226 0.130573270 -0.207553860 -0.030670166
## 5401 Eif3l -0.045925140 -0.007221222 0.000000000 -0.314322470
## 5402 Eif3m -0.289741513 -0.144431590 -0.279681210 -0.051055430
## 5403 Eif4a1 -0.154377617 -0.529100730 -0.438774107 -0.486158373
## 5404 Eif4a2 0.324129100 0.154421800 0.034950256 -0.035970688
## 5405 Eif4a3 -0.127864200 0.125254313 -0.022398630 -0.070650737
## 5406 Eif4b -0.211597440 0.000000000 -0.216181760 0.163573270
## 5407 Eif4e 0.125273225 0.176391125 0.103501795 -0.301017760
## 5408 Eif4e1b 0.162803412 0.082226751 -0.023069859 0.165524010
## 5409 Eif4e2 -0.328945160 -0.206826210 -0.224660870 -0.060287476
## 5410 Eif4e3 -0.774425500 -0.657902700 -1.122046500 0.238829610
## 5411 Eif4ebp1 -0.099709034 -0.080749510 0.237535950 -0.201343060
## 5412 Eif4ebp2 -0.023429870 -0.053338050 0.055805683 0.411458020
## 5413 Eif4ebp3 0.140311240 0.000000000 -0.215867040 -0.170896050
## 5414 Eif4enif1 -0.002673149 0.037300110 0.103108406 0.211418150
## 5415 Eif4g1 0.152359010 -0.034839630 0.198622700 -0.062443733
## 5416 Eif4g2 0.126839640 0.101580620 0.005555153 -0.029697418
## 5417 Eif4g3 -0.033294678 0.021174430 0.248530390 0.190499300
## 5418 Eif4h 0.254686360 0.108884810 0.288269040 0.000000000
## 5419 Eif5 0.154133800 -0.091584206 -0.282157900 -0.120462420
## 5420 Eif5a 0.048266411 -0.208682530 0.131949902 -0.255228993
## 5421 Eif5a2 -0.023413181 0.317096230 -0.006524563 0.058647156
## 5422 Eif5b -0.046517372 -0.006220818 0.048956870 0.151591300
## 5423 Eif6 -0.165278430 0.084081170 0.312365060 -0.186861520
## 5424 Elac1 -0.296168800 0.413795950 0.482640740 0.259177680
## 5425 Elac2 -0.106947900 0.146700380 -0.041242123 0.038795948
## 5426 Elane -0.081113340 -0.035673620 0.094744680 -0.004610539
## 5427 Elavl1 -0.034553528 0.000000000 0.215686800 -0.077735900
## 5428 Elavl2 0.036074160 0.018336296 0.017801762 -0.045764923
## 5429 Elavl4 0.104274750 -0.002672672 -0.022796630 0.101251125
## 5430 Elf1 -0.084943770 -0.056620598 -0.084754944 -0.031793594
## 5431 Elf2 0.062286616 -0.015297890 0.004620314 -0.083884003
## 5432 Elf3 0.042510033 0.003840923 0.114991190 0.069300175
## 5433 Elf4 -0.807403804 -0.768414000 -0.874343390 0.211467982
## 5434 Elf5 0.111513615 -0.044020176 -0.034469128 0.015474796
## 5435 Elfn1 -0.054976940 -0.168830400 0.000000000 -0.090101240
## 5436 Elfn2 -0.020249845 0.043262721 -0.044065954 -0.144701237
## 5437 Elk1 0.269480700 0.444918630 -0.104995730 0.391311650
## 5438 Elk3 -0.100035670 0.000000000 0.199355130 0.758629800
## 5439 Elk4 0.000000000 0.126562120 -0.026678085 0.419445040
## 5440 Ell -0.029117107 0.115094185 -0.039262770 -0.019438744
## 5441 Ell2 0.263314250 -0.069101330 -0.153258320 -0.415164000
## 5442 Ell3 0.049940110 -0.074672220 0.121757984 -0.098421100
## 5443 Elmo1 -0.045743942 -0.286586760 -0.170992850 0.116573334
## 5444 Elmo2 -0.002969265 0.476000800 0.423646930 0.175090310
## 5445 Elmo3 0.081872460 -0.035694122 0.052350520 -0.093761920
## 5446 Elmod1 0.104308605 -0.038612366 0.028223038 0.046988964
## 5447 Elmod2 0.188264850 -0.075703620 0.186488150 0.209122660
## 5448 Elmod3 0.000000000 0.482302200 0.136749270 -0.216009140
## 5449 Elmsan1 -0.260498050 -0.165454860 0.147320270 0.175837520
## 5450 Eln -0.133960250 0.000000000 -0.130019190 -0.024600983
## 5451 Elof1 -0.286857130 -0.091440200 0.393767360 -0.127375600
## 5452 Elovl1 -0.058734894 -0.366354000 0.271392820 0.091683390
## 5453 Elovl2 0.015398502 -0.083041190 -0.068988800 -0.187369350
## 5454 Elovl3 0.008718491 -0.096946240 0.022797108 -0.063988686
## 5455 Elovl4 -0.017877102 0.011331081 0.212601660 -0.017630100
## 5456 Elovl5 0.035764694 -0.531538960 0.000000000 0.217226980
## 5457 Elovl6 -0.697500700 -0.450295450 0.525278100 -0.266250600
## 5458 Elovl7 3.627529100 3.327003500 3.226544400 -1.963063700
## 5459 Elp2 -0.003977299 0.652039050 -0.042763233 -0.005739212
## 5460 Elp3 -0.029304504 0.301970480 -0.617421150 0.431880950
## 5461 Elp4 0.177593940 0.071213720 -0.204176905 0.337343210
## 5462 Elp5 -0.001768112 0.064107895 0.437498100 -0.322143080
## 5463 Elp6 0.060003280 -0.062073708 0.182270530 -0.179637430
## 5464 Eltd1 0.529548650 0.343517300 0.603501300 0.144720080
## 5465 Emb -0.420794230 -0.375127547 -0.441251274 -0.481317040
## 5466 Emc10 0.001264572 0.175656800 0.501528740 0.059812070
## 5467 Emc2 0.382802960 0.308542250 0.243650440 0.274420740
## 5468 Emc3 -0.021523476 0.241548540 0.441220280 0.103524210
## 5469 Emc4 0.092013360 -0.067933080 0.487418170 -0.217528340
## 5470 Emc6 0.449209700 -0.008950710 0.141680240 -0.081421850
## 5471 Emc7 0.119116780 0.129608150 0.104073524 -0.171115880
## 5472 Emc8 0.233237270 -0.105378630 0.192916870 0.322077270
## 5473 Emc9 -0.098552230 0.674124700 0.323386200 -0.280229570
## 5474 Emcn 0.440618520 0.280838000 0.150416370 0.516561500
## 5475 Emd 0.635320660 -0.124003410 0.578519800 -0.236054900
## 5476 Eme1 0.052893160 -0.041438580 -0.017651558 0.114970684
## 5477 Eme2 -0.486064900 0.059194565 -0.150301930 -0.143192290
## 5478 Emg1 -0.000224000 -0.043293000 -0.063224790 -0.085016250
## 5479 Emid1 -0.123590470 0.002191544 0.000000000 0.112648010
## 5480 Emilin1 -0.213159080 -0.027296066 -0.135181430 0.022129059
## 5481 Emilin2 -0.101883890 -0.121712210 -0.242084980 -0.088575360
## 5482 Emilin3 0.047594547 0.026570320 0.178890230 -0.051944256
## 5483 Eml1 0.384099000 0.202030180 0.467109680 0.454240800
## 5484 Eml2 0.265595440 0.336448670 0.347348200 -0.129698280
## 5485 Eml3 0.090278625 0.247344020 0.018967152 0.096322060
## 5486 Eml4 0.073819160 0.248013500 0.127613070 -0.281819340
## 5487 Eml5 0.253282310 0.102554085 0.005803405 -0.068159343
## 5488 Eml6 0.318090440 0.385707860 0.203253750 -0.097893240
## 5489 Emp1 -0.497014050 -0.245820520 -1.081327900 0.867258550
## 5490 Emp2 1.336982700 1.308150300 1.101745600 1.229666700
## 5491 Emp3 -0.964333530 -0.931746000 -0.321784970 -0.515927800
## 5492 Emr1 -0.135372160 -0.083480835 0.122542380 -0.011563301
## 5493 Emr4 0.055960180 -0.070909500 0.000000000 -0.116629600
## 5494 Emx1 0.052201270 0.128744130 0.095458984 0.156507490
## 5495 Emx2 -0.059317112 0.000000000 0.108160970 -0.144675250
## 5496 En1 -0.135508540 -0.155595780 -0.047906876 0.083173275
## 5497 En2 -0.004095554 -0.126184460 0.238704200 0.000000000
## 5498 Enah 0.638844500 0.622528100 0.341485980 1.519365300
## 5499 Enam -0.058281900 -0.090916160 0.152266980 0.006207466
## 5500 Enc1 0.983705040 1.597845600 1.708468900 -0.138056280
## 5501 Endod1 -0.003397465 0.007083893 0.094222546 0.000000000
## 5502 Endog 0.046154022 -0.105362890 0.399082180 -0.304240230
## 5503 Endou -0.448131080 -0.280564790 -0.596423600 0.306989670
## 5504 Endov 0.165308000 0.011772156 -0.028795242 0.066580770
## 5505 Eng 0.138827320 0.168151860 0.111740110 0.330824850
## 5506 Engase -0.083866599 -0.036932705 0.114254714 0.020887613
## 5507 Enho -0.036153793 0.017151356 0.017151356 0.144146920
## 5508 Enkd1 0.172409060 0.129182340 -0.115365505 -0.055563927
## 5509 Enkur -0.036705017 0.165922160 0.016920090 0.616385940
## 5510 Eno1 -0.062923433 0.374818807 0.434876123 -0.792313580
## 5511 Eno2 -0.020847320 0.067885400 0.161969180 -0.084275720
## 5512 Eno3 0.408836360 0.132266520 -0.117521286 -0.230620380
## 5513 Eno4 -0.073479650 0.000000000 -0.036285877 0.169990060
## 5514 Enoph1 -0.112409590 0.097088340 0.459900860 0.147384170
## 5515 Enox1 -0.025163889 -0.021958828 0.195687290 0.045155049
## 5516 Enox2 -0.009154320 0.000000000 0.170094010 0.392395500
## 5517 Enpep -0.444515230 -0.054934500 -0.262559900 -0.001264572
## 5518 Enpp1 -0.422973160 -0.321526050 -0.201827050 -0.532402500
## 5519 Enpp2 1.176924700 1.203675300 1.272109000 -0.034940720
## 5520 Enpp3 -0.046842575 -0.087866310 -0.333721160 2.821334800
## 5521 Enpp4 0.121928215 0.217106820 0.058927536 0.088645935
## 5522 Enpp5 -0.085145950 0.219119070 0.367452620 -0.148013110
## 5523 Enpp6 -0.333714000 -0.127128120 -0.285789000 0.000000000
## 5524 Enpp7 0.018228054 -0.071926594 0.049627780 -0.234702590
## 5525 Ensa 0.442070960 0.332648280 0.636128400 0.026013374
## 5526 Enthd1 0.000000000 0.088669780 0.168105130 0.269687180
## 5527 Enthd2 -0.085776806 -0.031948090 0.004070759 0.082380295
## 5528 Entpd1 0.000000000 0.130397800 0.436089520 -0.522552500
## 5529 Entpd2 -0.249238490 -0.003225803 0.109243390 0.172949310
## 5530 Entpd3 -0.120674610 0.015721321 0.011282921 0.000000000
## 5531 Entpd4 -0.279676440 -0.010502815 0.029201508 0.014305115
## 5532 Entpd5 0.169631960 0.137170790 -0.151449680 -0.242471220
## 5533 Entpd6 -0.210984700 -0.042120457 -0.035696030 0.000822000
## 5534 Entpd7 -0.614261150 -0.252400880 0.114207745 -0.028309345
## 5535 Entpd8 0.150842190 0.039342880 -0.150227550 0.096698284
## 5536 Eny2 -0.183920860 -0.194067000 0.159239770 0.000000000
## 5537 Eogt 1.522438000 1.482174900 1.386841800 -0.115727425
## 5538 Eomes -0.016002655 -0.190106390 0.012395859 0.141993050
## 5539 Ep300 0.190176960 -0.016362190 -0.019305230 0.000000000
## 5540 Ep400 0.062581060 0.021361351 -0.088653564 0.246603010
## 5541 Epas1 0.523527150 0.669734950 0.696029660 0.204241750
## 5542 Epb4.1 -0.045416832 -0.175301550 -0.392423630 0.495921130
## 5543 Epb4.1l1 -0.029391766 -0.072167400 -0.170264240 0.174071790
## 5544 Epb4.1l2 -0.267578120 -0.099450110 -0.216647150 0.299145700
## 5545 Epb4.1l3 -0.207678800 -0.227807040 -0.092798710 -0.170005800
## 5546 Epb4.1l4a 0.000000000 0.056085587 0.023327827 1.222987700
## 5547 Epb4.1l4b -0.100400925 0.017606258 -0.046980858 -0.034629820
## 5548 Epb4.1l5 -0.308210850 -0.069529530 0.151062010 0.370348930
## 5549 Epb4.2 0.039296150 0.049357890 -0.012754440 0.021353245
## 5550 Epc1 0.230780600 0.128193860 -0.088898660 -0.092852590
## 5551 Epc2 0.221830370 0.084228516 0.157651900 0.126972200
## 5552 Epcam -0.129179480 -0.118797780 -0.064804554 0.000000000
## 5553 Epdr1 0.146593570 0.107751850 0.307136060 -0.147244930
## 5554 Epg5 0.000000000 0.000000000 -0.040971756 -0.062645435
## 5555 Epgn -0.015326977 -0.155964850 0.170737740 -0.017028809
## 5556 Epha1 -0.163963800 -0.127322670 -0.020509720 0.104116920
## 5557 Epha10 -0.019640446 0.014373779 0.081602570 0.023285866
## 5558 Epha2 -0.043917656 0.000000000 -0.084187030 0.057372093
## 5559 Epha3 0.004312515 0.109027386 0.247015000 -0.056337357
## 5560 Epha4 0.869139700 0.733424200 0.669412600 0.694319700
## 5561 Epha5 0.000000000 -0.025911808 0.000000000 0.023123741
## 5562 Epha6 -0.065894130 -0.016666412 0.000000000 0.011196613
## 5563 Epha7 0.830417160 0.246019360 0.475681300 0.113652230
## 5564 Epha8 -0.001842976 0.165754800 0.180007930 -0.069909096
## 5565 Ephb1 -0.263553860 -0.422613140 -0.146710155 1.213744650
## 5566 Ephb2 0.174356460 0.064067364 0.215691570 0.006515503
## 5567 Ephb3 0.074976444 0.093840120 0.000000000 0.027658463
## 5568 Ephb4 -0.287239550 -0.038802147 0.018166542 0.702818900
## 5569 Ephb6 -0.109932420 -0.069357870 0.165664670 0.019499302
## 5570 Ephx1 0.306954380 0.415110600 -0.203973770 -0.235219960
## 5571 Ephx2 -0.004990578 -0.114572050 -0.045721530 0.048341274
## 5572 Ephx3 -0.014113426 -0.124104980 0.000000000 -0.068498135
## 5573 Ephx4 -0.084972860 -0.128993510 0.011406422 0.035390854
## 5574 Epm2a 1.042567700 0.196776870 0.205272200 0.022518635
## 5575 Epm2aip1 0.000000000 0.144268990 0.550119400 0.101221085
## 5576 Epn1 -0.193473820 -0.103665350 -0.311533930 0.103178024
## 5577 Epn2 0.087256430 0.317009930 0.403088570 0.287439350
## 5578 Epn3 -0.096287730 0.142388340 0.142274380 -0.152606010
## 5579 Epo 0.000000000 0.080359936 -0.085948470 0.001531124
## 5580 Epor 0.024303436 -0.007194042 -0.078994274 -0.042047500
## 5581 Eppin -0.027528286 0.061664580 0.184200290 -0.039189340
## 5582 Eppk1 0.021080970 0.105863570 0.000000000 0.024546623
## 5583 Eprs 0.024476051 -0.047455788 0.094104770 -0.202850340
## 5584 Eps15 -0.009097099 0.000000000 -0.304898260 -0.275067330
## 5585 Eps15l1 0.097650530 0.111272810 -0.058047295 0.319140430
## 5586 Eps8 1.714778000 0.934628500 1.275585200 0.190159320
## 5587 Eps8l1 0.122574330 -0.056567192 0.000000000 0.186524870
## 5588 Eps8l2 0.831338400 0.970391750 0.685514000 0.061035156
## 5589 Eps8l3 0.336664905 0.514262435 0.572731965 0.080300809
## 5590 Epsti1 -0.154536720 -0.198830600 -0.123480800 0.234496600
## 5591 Ept1 -0.062721250 -0.469373230 -0.175274850 0.112922670
## 5592 Epx -0.096935270 -0.001875877 0.080450535 0.094323635
## 5593 Epyc 0.000000000 0.058883667 -0.080904484 -0.014169216
## 5594 Eqtn 0.194864750 -0.057800770 -0.066951275 -0.017626286
## 5595 Eral1 -0.226348400 0.050980568 0.674376500 0.284643650
## 5596 Erap1 -0.013524056 -0.052598000 0.130368230 0.188668250
## 5597 Eras -0.016520023 -0.031774998 -0.097547530 0.097045420
## 5598 Erbb2 0.223680020 0.935206900 0.603020670 0.216308120
## 5599 Erbb2ip 0.099888800 -0.052756310 -0.396796230 0.040097237
## 5600 Erbb3 -0.037292004 -0.025547504 0.110929010 -0.163055900
## 5601 Erbb4 -0.083772180 0.092265130 -0.010694027 -0.031178951
## 5602 Erc1 0.325159390 0.301375550 0.101643080 0.053742090
## 5603 Erc2 0.000000000 -0.040197372 0.095385075 -0.066230774
## 5604 Ercc1 0.066792010 0.037542820 0.460538400 0.670905600
## 5605 Ercc2 -0.118463040 0.000000000 -0.073898790 -0.042703150
## 5606 Ercc3 0.178483960 0.167907710 0.331453320 -0.174561500
## 5607 Ercc4 -0.121589660 0.332404140 -0.419660100 0.070617676
## 5608 Ercc5 1.064808800 0.594041800 0.411443700 0.053669930
## 5609 Ercc6 0.038568020 -0.292860980 -0.137691020 0.250142570
## 5610 Ercc6l -0.223865990 -0.491848950 -0.253660680 0.094997406
## 5611 Ercc6l2 0.027630330 0.036274910 0.272295232 0.363525635
## 5612 Ercc8 0.220287800 0.357272620 0.506114000 -0.220756050
## 5613 Ereg 0.030986309 -0.031945230 -0.079382420 -0.200894830
## 5614 Erf -0.225436690 -0.078368190 0.304905900 -0.356722830
## 5615 Erg 0.306957240 0.360916140 0.406629560 0.186943050
## 5616 Ergic1 -0.508484840 -0.134919170 0.385747900 0.478026400
## 5617 Ergic2 0.138596530 0.017698288 0.023521423 -0.328747750
## 5618 Ergic3 0.047223090 0.160980220 0.222604750 -0.486168860
## 5619 Erh 0.130449613 -0.052628836 0.017831484 -0.480232553
## 5620 Eri1 -0.468686100 -0.664584640 -0.217778680 -0.123490330
## 5621 Eri2 -0.046192646 -0.184503080 -0.240846630 -0.144446370
## 5622 Eri3 -0.353741650 -0.432633400 -0.428133960 0.097851750
## 5623 Erich1 0.000000000 0.082945820 -0.231429100 0.376545900
## 5624 Erich2 -0.096834180 0.000000000 0.037987710 0.001118660
## 5625 Erlec1 0.099699020 0.092928890 0.046599388 -0.341961860
## 5626 Erlin1 0.187345500 0.000000000 0.364326480 -0.364542000
## 5627 Erlin2 0.091308594 -0.308902740 0.000000000 -0.028252602
## 5628 Ermap 0.000000000 0.048172950 -0.050531387 -0.145191200
## 5629 Ermn 0.107662200 0.000000000 0.078839300 0.049107075
## 5630 Ermp1 0.081600190 0.105762480 -0.263069150 0.355135920
## 5631 Ern1 0.493213650 0.544487000 0.602048900 0.000000000
## 5632 Ern2 0.072343830 0.071497920 0.079964160 -0.194570060
## 5633 Ero1l 0.015190125 -0.004810333 0.411866200 -0.108995440
## 5634 Ero1lb -0.217946050 0.130218980 -0.470338820 -0.336867800
## 5635 Erp27 -0.066625120 -0.016579151 0.044198990 0.128083700
## 5636 Erp29 -0.156022550 0.107865810 -0.019178390 0.058684350
## 5637 Erp44 0.232000350 0.000000000 -0.010074616 -0.054337500
## 5638 Errfi1 0.283807750 -1.063265300 -1.179337000 0.021921158
## 5639 Erv3 -0.081973550 -0.072915080 0.000000000 -0.030428886
## 5640 Esam 0.540782000 0.439027800 0.632936500 0.301342960
## 5641 Esco1 0.153938057 0.044786692 0.154766320 0.086946965
## 5642 Esco2 -0.130609990 -0.039177895 0.009566784 0.075843334
## 5643 Esd 0.067381860 0.023658750 0.198533060 0.320430280
## 5644 Esf1 0.296159740 0.281970020 0.150960920 0.208399770
## 5645 Esm1 -0.398163800 -0.226593020 -1.210074900 0.221945760
## 5646 Espl1 -0.071636200 -0.149778840 0.009684086 -0.072655200
## 5647 Espn -0.028628350 -0.112807750 0.098855970 0.077970030
## 5648 Espnl 0.000000000 -0.063337326 0.099911690 -0.115221020
## 5649 Esr1 -0.081904410 -0.212560650 -0.007749558 -0.097085950
## 5650 Esr2 0.153645990 -0.113134860 0.011048794 -0.085090160
## 5651 Esrp1 -0.067070960 0.000000000 0.075841430 0.060816765
## 5652 Esrp2 0.243974210 -0.056222916 0.390108600 0.057607650
## 5653 Esrra -0.046562195 0.000000000 -0.163624760 0.053491592
## 5654 Esrrb -0.008972168 -0.003079891 0.020119667 -0.132338050
## 5655 Esrrg -0.237173080 0.035069466 -0.066683290 -0.074407100
## 5656 Esx1 0.000497000 0.003377914 -0.009522915 -0.063066960
## 5657 Esyt1 0.414558400 0.638862600 0.710862160 -0.217134480
## 5658 Esyt2 1.636311500 1.605428700 1.390952100 0.172536850
## 5659 Esyt3 -0.026623726 0.015208721 0.213346000 -0.025225163
## 5660 Etaa1 0.000000000 -0.100505830 -0.072605610 -0.201830390
## 5661 Etd -0.076951980 -0.077422620 0.000000000 0.004251480
## 5662 Etf1 -0.031248093 0.101777080 -0.272049900 -0.340743060
## 5663 Etfa 0.021293640 0.306356430 0.527529700 -0.486722000
## 5664 Etfb 0.000000000 0.213374140 0.426627160 -0.221785550
## 5665 Etfdh 0.226938250 0.455870630 0.412840840 -0.356985100
## 5666 Ethe1 -0.193684100 -0.184537890 0.085325240 -0.223768710
## 5667 Etl4 -0.240768430 -0.269701960 -0.723979000 1.605541200
## 5668 Etnk1 0.403606400 0.599479700 0.661939600 -0.030266762
## 5669 Etnk2 -0.072589400 -0.090254780 0.067404750 -0.002326012
## 5670 Etnppl -0.000958000 0.017834663 0.028793812 -0.129040240
## 5671 Etohi1 0.182026860 0.435648920 0.025939941 -0.176944730
## 5672 Etos1 0.140476230 0.000000000 -0.028796673 0.248173240
## 5673 Ets1 -0.008755684 0.386673930 0.316411020 0.750904100
## 5674 Ets2 0.100768090 -0.396110530 -0.601493840 0.694603900
## 5675 Etv1 -0.662295100 -0.537791015 -0.568437335 -0.015620710
## 5676 Etv2 -0.049275875 0.143506530 0.190726760 0.020057201
## 5677 Etv3 -0.041104317 0.329855920 -0.236165050 0.037882805
## 5678 Etv3l 0.041446210 -0.003017426 -0.040943146 -0.033531190
## 5679 Etv4 0.006806374 0.038192750 -0.107973576 -0.020192623
## 5680 Etv5 -0.461826800 -0.480151415 -0.347784285 0.216954470
## 5681 Etv6 -0.123628620 0.105113030 0.000000000 -0.109861374
## 5682 Eva1a -0.150743960 -0.111305710 0.000000000 0.422686580
## 5683 Eva1b -0.013555050 0.036262990 0.147394660 0.135108470
## 5684 Eva1c 0.070456980 -0.077121735 0.015648842 -0.143902780
## 5685 Evc -0.129109860 0.034381390 -0.042855263 -0.001869679
## 5686 Evc2 -0.017955780 -0.072915080 -0.013145447 0.080317974
## 5687 Evi2a -0.615686400 -0.525236600 -0.262499800 0.246720790
## 5688 Evi5 0.473201750 0.535211560 0.445367800 0.017401695
## 5689 Evi5l 0.011107922 0.563286300 0.345787050 0.046131610
## 5690 Evl -0.141670230 0.000000000 -0.206829070 0.407736780
## 5691 Evpl -0.047237396 0.000000000 0.027444840 -0.013770580
## 5692 Evx1 0.041596413 0.082189080 0.171601770 -0.005990505
## 5693 Evx2 0.000000000 -0.000199000 0.172204020 -0.230377670
## 5694 Ewsr1 -0.082180817 -0.134554067 -0.072935898 0.099168620
## 5695 Exd1 -0.250973220 0.231992240 -0.008560181 0.153805260
## 5696 Exd2 0.092162610 0.254012100 -0.051888943 0.296351430
## 5697 Exo1 -0.131013400 -0.087973120 -0.160375120 -0.159006120
## 5698 Exo5 -0.323688030 0.435941220 0.038938522 0.000000000
## 5699 Exoc1 -0.147563930 -0.226510050 0.271143900 0.247887610
## 5700 Exoc2 0.842976570 0.680516240 0.954270360 0.064598080
## 5701 Exoc3 0.000000000 -0.237120630 0.210203170 -0.014186859
## 5702 Exoc3l -0.783008600 -0.530340700 -0.242853160 0.615371700
## 5703 Exoc3l4 -0.143211840 -0.016100407 -0.067843435 -0.058672190
## 5704 Exoc4 0.296703340 0.138810160 -0.171866420 0.309776300
## 5705 Exoc5 0.479875560 -0.027747154 -0.364456180 0.246242520
## 5706 Exoc6 0.160577770 0.143894200 0.109573364 0.220181470
## 5707 Exoc6b 0.834720600 0.679495800 0.530636800 0.179403300
## 5708 Exoc7 0.106173040 0.154535770 0.215738770 0.011508942
## 5709 Exoc8 0.048576830 0.017943382 0.140235420 0.000000000
## 5710 Exog -0.239211080 -0.122274400 -0.212423320 0.070193770
## 5711 Exosc1 0.259051800 0.342841630 0.214639660 -0.020640373
## 5712 Exosc10 -0.073754310 0.259057040 0.202757840 0.309842100
## 5713 Exosc2 -0.425726400 -0.065041065 -0.458652970 -0.244476800
## 5714 Exosc3 -0.088911295 0.062464237 0.096623183 -0.186253540
## 5715 Exosc4 -0.167171960 0.059460163 0.170814040 0.000000000
## 5716 Exosc5 0.189748760 0.090661526 0.097700596 -0.119367600
## 5717 Exosc7 0.000000000 0.670207000 -0.028425217 0.405264850
## 5718 Exosc8 0.257633200 0.114905360 0.182755470 -0.160985950
## 5719 Exosc9 0.186896320 0.136608120 0.271783830 -0.162850380
## 5720 Exph5 0.065340520 0.084608555 0.140804290 0.060833454
## 5721 Ext1 -0.987018100 -0.558807400 -0.403010370 1.139584500
## 5722 Ext2 0.179720880 0.139982220 0.228688240 -0.008122444
## 5723 Extl1 -0.077713970 -0.021843910 0.060677530 0.063782215
## 5724 Extl2 0.228392600 0.199393270 -0.389698980 -0.178576950
## 5725 Extl3 1.730258000 1.992382000 1.346737900 -0.060105800
## 5726 Eya1 -0.040863037 -0.056880950 0.000000000 0.183849810
## 5727 Eya2 -0.155636790 -0.160236360 0.048201084 0.000000000
## 5728 Eya3 0.176696780 -0.064583780 -0.301905630 0.111472130
## 5729 Eya4 0.012114048 0.089298250 -0.072021960 0.013372421
## 5730 Ezh1 0.485651970 0.546330450 0.118626595 0.495218280
## 5731 Ezh2 -0.267843250 -0.475818630 -0.231369970 -0.337691300
## 5732 Ezr -0.088770870 -0.192325590 0.000000000 -0.999093060
## 5733 F10 -0.027228832 0.058650494 0.063844204 -0.022804737
## 5734 F11 -0.058548927 -0.012095451 -0.071422580 -0.070054054
## 5735 F11r -0.269198420 -0.040878296 0.197671890 0.002910614
## 5736 F12 -0.033860683 0.084763050 0.033017160 0.023778915
## 5737 F13a1 -0.200840000 -0.089163780 0.342730520 -0.012514114
## 5738 F13b -0.043030740 -0.017821789 0.014324188 0.000000000
## 5739 F2 -0.112434864 0.190085890 0.018830776 0.033490180
## 5740 F2r -1.030117500 -1.591412100 -1.346516600 0.904912950
## 5741 F2rl1 -0.065064430 0.349540230 0.122831820 0.579576500
## 5742 F2rl2 -0.102134705 -0.180657390 -0.113958836 -0.120659350
## 5743 F2rl3 -0.223810200 0.169011120 0.100883960 0.064939500
## 5744 F3 -0.075837610 -0.138201240 -0.004112721 0.137277600
## 5745 F420014N23Rik -0.097780704 0.147242550 -0.136127000 0.125642300
## 5746 F5 1.179827200 0.357669830 1.392230500 -0.058028220
## 5747 F630010C12Rik 0.005125523 -0.009215832 0.032151700 0.011703968
## 5748 F630028O10Rik 0.103203770 -0.094512940 -0.074668884 0.333374500
## 5749 F630042J09Rik -0.048200130 0.000000000 -0.056180954 0.054578780
## 5750 F630048H11Rik -0.020614147 -0.892061230 -1.563689200 0.371753700
## 5751 F630111L10Rik -0.157817360 -0.198570730 -0.250110150 -0.034889220
## 5752 F630201L12Rik -0.062806610 -0.125022410 -0.129360200 0.131729130
## 5753 F7 -0.084385395 0.276293750 0.310600280 0.113339424
## 5754 F730021E23Rik 0.526614670 -0.369096760 0.328532220 -0.159101490
## 5755 F730043M19Rik -0.251500600 -0.216820240 -0.107452390 0.280529980
## 5756 F8 -0.216994760 -0.367130760 -0.225613120 0.327259540
## 5757 F830001A07Rik -0.215126510 -0.217991830 -0.392562870 0.530991550
## 5758 F830002L21Rik 0.026193619 0.221865650 -0.058307648 -0.272773270
## 5759 F830045P16Rik -0.078341960 0.080673695 0.254436020 0.187278750
## 5760 F830115B05Rik 0.194017890 -0.049312590 -0.036173344 0.644650940
## 5761 F830212C03Rik 0.038569450 -0.063304900 0.083368780 0.063847540
## 5762 F8a 0.222165110 0.321762560 0.102921960 -0.134436600
## 5763 F9 0.029266357 0.005169869 0.064668655 0.043801308
## 5764 F930015N05Rik 0.058521270 0.051344870 0.264248370 0.067583560
## 5765 Fa2h 0.040011406 -0.051424980 0.047140600 -0.077139380
## 5766 Faah -0.085602760 -0.004724026 -0.046149730 -0.097596170
## 5767 Fabp1 -0.021764278 0.010264874 0.064672950 -0.002511025
## 5768 Fabp12 -0.154986860 -0.061007023 -0.105520725 0.126598360
## 5769 Fabp2 -0.027807236 0.021455765 -0.005135536 -0.110005380
## 5770 Fabp3 -0.269422050 -0.264604800 -0.054212093 0.925599350
## 5771 Fabp4 -3.111536500 -3.467667000 -3.783585500 2.599433000
## 5772 Fabp5 -2.100458400 -2.432465100 -2.015144100 2.032008200
## 5773 Fabp6 -0.115190030 -0.022005081 -0.042272568 0.015820026
## 5774 Fabp7 -0.067744255 0.426129820 -0.211014270 0.062731266
## 5775 Fabp9 -0.277284150 -0.214629650 -0.090271950 1.410660300
## 5776 Fadd -0.586912630 0.337738040 -0.158959870 -0.167866700
## 5777 Fads1 -0.125114920 0.067445755 0.835290900 0.071953300
## 5778 Fads2 -0.538838400 -0.591180300 -0.615682100 -0.165611740
## 5779 Fads3 -0.785037500 -0.683578000 -0.633741400 0.205990790
## 5780 Fads6 -0.051582813 -0.085649490 0.130615230 0.148259640
## 5781 Faf1 0.508410450 0.062870026 -0.022092820 0.155358310
## 5782 Faf2 -0.247952460 -0.290452960 -0.188697810 0.238304140
## 5783 Fah 0.079837800 -0.013511658 -0.087508680 0.903239250
## 5784 Fahd1 -0.206361770 0.031164170 0.198514940 -0.324224950
## 5785 Fahd2a 0.147739890 0.306184770 0.252400880 -0.493990900
## 5786 Faim 1.353017800 1.563013100 1.322078700 -0.394395830
## 5787 Faim2 0.056667328 -0.043375970 0.040721416 0.090759754
## 5788 Faim3 -0.035556316 -0.076896190 0.025043010 -0.183833600
## 5789 Fam101a -0.059949875 0.129271030 0.022482872 -0.118693830
## 5790 Fam101b 0.091349600 0.517289160 -0.014968872 1.576003100
## 5791 Fam102a -0.651532200 -0.701742200 -0.343837740 1.131880800
## 5792 Fam102b -0.008502960 -0.922801500 -0.979819300 0.905291560
## 5793 Fam103a1 0.121632100 0.083179951 0.103657723 -0.047713757
## 5794 Fam104a 0.062134743 0.131005290 -0.008768082 -0.078352930
## 5795 Fam105a -0.162129880 -0.092378140 -0.040977955 0.286165700
## 5796 Fam105b -0.368730550 -0.037416458 -0.018373490 -0.029985428
## 5797 Fam107a 1.998333000 0.958299640 0.484258650 0.025023937
## 5798 Fam107b -1.104615200 -0.867005800 -0.551600000 -0.429714200
## 5799 Fam109a -0.005393982 0.000000000 -0.079960820 0.119319440
## 5800 Fam109b -0.011487484 -0.159867290 0.170408730 -0.154274460
## 5801 Fam110a 0.011709213 0.500783440 0.061297417 -0.235838890
## 5802 Fam110b 0.003430367 -0.107901570 -0.009839535 -0.054279804
## 5803 Fam110c 0.051131250 -0.164144040 0.000000000 0.169982430
## 5804 Fam111a -1.290195500 -1.186760000 -0.596751200 0.000000000
## 5805 Fam114a1 0.645205500 0.721831300 0.297645570 0.738151550
## 5806 Fam114a2 0.000000000 0.072202206 -0.057735443 0.397006030
## 5807 Fam115a 0.750390050 0.688516600 0.621215800 -0.032160760
## 5808 Fam115c 0.578543200 0.422281270 0.218737600 0.440055850
## 5809 Fam115e 0.033907890 -0.069881440 -0.001057625 -0.028309822
## 5810 Fam117a 0.060797690 0.000000000 -0.011082172 -0.120424270
## 5811 Fam117b 0.045623780 0.089612010 -0.254395480 -0.014030457
## 5812 Fam118a 1.049398900 0.468783380 0.061213493 0.268194680
## 5813 Fam118b 0.528133400 0.088110924 0.319183350 -0.115258220
## 5814 Fam120a -0.149370200 0.093796730 0.000000000 0.112154960
## 5815 Fam120aos -0.108040810 0.229202750 0.073301315 0.000000000
## 5816 Fam120b 0.000000000 -0.027689934 -0.174884800 0.160283090
## 5817 Fam120c 0.107147695 0.289488800 -0.096845865 0.383208273
## 5818 Fam122a 0.168294190 0.237077710 -0.041515595 0.071961165
## 5819 Fam122b -0.036396503 0.276880260 -0.341819300 0.073280334
## 5820 Fam122c 0.034719944 -0.029442310 -0.000300000 0.013627052
## 5821 Fam126a -0.391183850 -0.396607400 -0.144141200 0.065058710
## 5822 Fam126b 0.056806564 -0.305421830 0.155668260 -0.115511894
## 5823 Fam129a 0.401010040 0.381953720 0.403353200 -0.426411150
## 5824 Fam129b 0.544903300 1.074679900 0.548648360 0.214688780
## 5825 Fam129c -0.241037850 0.132575990 0.064435005 -0.211731430
## 5826 Fam131a -0.020936490 -0.089538100 0.000000000 -0.099383830
## 5827 Fam131b -0.174170020 0.090799810 0.183197980 -0.034340860
## 5828 Fam131c 0.000000000 0.064765930 0.000000000 -0.108803750
## 5829 Fam132a 0.000000000 0.003923416 -0.246686940 -0.530626800
## 5830 Fam132b -0.052250385 -0.024661541 0.070509434 0.046923160
## 5831 Fam133b 0.237997060 -0.130838400 -0.094359400 0.234773640
## 5832 Fam134a 0.000000000 0.153456690 0.011502743 0.144260880
## 5833 Fam134b 1.045299500 0.734046000 0.500096800 -0.218571660
## 5834 Fam134c 0.284591670 0.375449180 -0.081343174 0.137692450
## 5835 Fam135a 0.173166280 -0.113150600 0.265756600 0.000000000
## 5836 Fam135b -0.057767772 -0.033022976 0.038061046 -0.048360729
## 5837 Fam136a 0.024438381 0.490429400 0.942996000 -0.025790215
## 5838 Fam13a 1.984975300 1.379628200 0.975544900 -0.742089300
## 5839 Fam13c 1.491929000 1.607143400 1.453481700 0.258245000
## 5840 Fam149a -0.048776627 -0.231993200 0.231210230 0.031709670
## 5841 Fam149b -0.078021530 0.378001200 0.062943460 0.549018860
## 5842 Fam150a 0.000000000 0.009650707 0.021292210 0.025132656
## 5843 Fam150b 0.171126840 0.062731740 0.135309700 -0.074536320
## 5844 Fam151b -0.198512550 0.000000000 -0.245608800 0.474967480
## 5845 Fam154a -0.020942211 0.037391186 -0.058732986 -0.044138910
## 5846 Fam154b -0.103991510 -0.046982290 -0.137818340 -0.049417973
## 5847 Fam155a 0.073137998 -0.009666470 -0.063285350 0.044173480
## 5848 Fam159a 0.139851570 0.045808792 0.007902145 0.086706160
## 5849 Fam159b -0.081569670 0.170126440 0.206644060 -0.027495384
## 5850 Fam160a1 -0.015217304 -0.014410973 0.005996704 -0.006672382
## 5851 Fam160a2 -0.148265360 -0.010055542 0.246514320 -0.002831459
## 5852 Fam160b1 0.096457480 0.306997300 0.123233795 0.575607300
## 5853 Fam160b2 0.008043051 0.042134286 -0.014249563 -0.005509378
## 5854 Fam161a 0.322422980 0.465277200 0.148028370 0.015463352
## 5855 Fam161b 0.324721340 -0.298019900 0.178745750 0.092496395
## 5856 Fam162a 0.000000000 0.302543640 0.173834800 -0.314870830
## 5857 Fam162b 0.120179650 -0.049106598 0.258780480 -0.119146824
## 5858 Fam163a 0.067117214 -0.093939780 -0.116524700 -0.023652554
## 5859 Fam163b -0.049409866 0.103251460 -0.031009197 0.055949688
## 5860 Fam166a -0.216680530 -0.159590240 -0.583336350 -0.000035300
## 5861 Fam166b 0.214766030 0.070097920 -0.030852795 0.187945370
## 5862 Fam167a -0.056778908 0.025393010 -0.089057446 0.002745152
## 5863 Fam167b -0.339149480 -0.235912800 -0.179728510 -0.299451830
## 5864 Fam168a -0.272797580 -0.022035122 -0.412057400 0.272989750
## 5865 Fam168b 0.042692184 -0.028015137 0.372391700 -0.070634840
## 5866 Fam169a -0.017296314 -0.007185936 0.307386400 -0.116950035
## 5867 Fam169b -0.075087070 -0.058793545 0.003848076 0.019420624
## 5868 Fam170a -0.123349190 0.035672188 0.100242140 0.026012897
## 5869 Fam170b -0.002083778 0.036222458 0.003195763 -0.164682390
## 5870 Fam171a1 -0.142534260 0.000000000 -0.316052440 0.213302610
## 5871 Fam171a2 -0.148569580 0.109661580 0.051776410 0.433968070
## 5872 Fam171b 0.196151730 -0.106987000 -0.052767277 -0.118749140
## 5873 Fam172a 0.000000000 -0.147931100 -0.337923050 0.612113000
## 5874 Fam173a -0.445847500 0.178674700 -0.494647980 -0.308492660
## 5875 Fam173b -0.121432304 0.450978280 0.013843536 -0.144538400
## 5876 Fam174a 0.533149700 0.657062530 0.341428760 -0.086447716
## 5877 Fam174b -0.079284905 -0.130711558 -0.264421225 -0.095967533
## 5878 Fam175a 0.049087048 0.739072300 -0.220863820 -0.144701000
## 5879 Fam175b -0.322666170 -0.075791360 0.142550470 -0.535538700
## 5880 Fam177a 0.024011610 0.287171125 0.225299120 0.180927039
## 5881 Fam178a -0.053029540 -0.099481820 -0.236187948 0.125252240
## 5882 Fam178b -0.122511627 -0.013809680 0.015280008 0.018874884
## 5883 Fam179a -0.066801070 0.022691727 0.133517740 -0.135721680
## 5884 Fam179b 0.113624570 -0.084540370 0.043923378 -0.056740760
## 5885 Fam180a -0.081269740 0.069865700 0.001587868 0.173710350
## 5886 Fam181b 0.127413750 0.032566309 0.023915293 -0.042586090
## 5887 Fam183b -0.007039070 -0.014381886 0.050250530 -0.088209150
## 5888 Fam184a -0.037508010 0.099384310 0.070019245 0.011153698
## 5889 Fam184b 0.029357433 0.049088955 0.076490880 -0.076174260
## 5890 Fam185a 0.645926950 -0.357738020 -0.256954200 -0.554526800
## 5891 Fam186b 0.152540200 0.079632760 -0.088804245 0.000000000
## 5892 Fam187b 0.029163837 0.007589340 0.146524430 -0.263851640
## 5893 Fam188a 0.092952730 -0.425587650 0.305750850 -0.122705460
## 5894 Fam188b -0.112911700 0.009510040 -0.013623714 0.172115800
## 5895 Fam189a1 -0.050681114 -0.004574299 -0.004574299 0.018246650
## 5896 Fam189a2 0.032766342 0.365502830 0.487404350 0.710263700
## 5897 Fam189b -0.035423280 -0.175569530 -0.144965650 -0.105798244
## 5898 Fam192a -0.114243510 0.005445480 -0.172197340 0.116255760
## 5899 Fam193a 0.226760860 0.141985900 -0.012397766 0.326624870
## 5900 Fam193b 0.180758480 0.061258316 -0.059679030 0.168134690
## 5901 Fam194a 0.005281448 0.024805069 -0.050037860 -0.046471120
## 5902 Fam195a -0.008784771 -0.092567444 -0.069269660 0.147441390
## 5903 Fam195b 0.172761920 0.499454500 -0.069633484 0.000000000
## 5904 Fam196a 0.098443985 -0.173988340 -0.178926470 0.751597400
## 5905 Fam196b -0.021434784 -0.010633945 -0.167743200 -0.061904907
## 5906 Fam198a 0.265066150 0.268829350 -0.050904274 -0.110304356
## 5907 Fam198b -0.993213650 -0.982748500 -0.304188730 1.600072900
## 5908 Fam199x 0.857455730 0.854766850 -0.033176422 -0.087826250
## 5909 Fam19a1 -0.011228561 -0.018724918 0.144656660 0.131939410
## 5910 Fam19a2 -0.010575295 -0.061832428 0.116141320 -0.129513260
## 5911 Fam19a3 -0.253852370 -0.062608240 -0.055272102 0.169739720
## 5912 Fam19a4 0.010680199 0.107004166 0.092752930 -0.014370441
## 5913 Fam19a5 0.075224880 0.020761490 0.096551420 0.000000000
## 5914 Fam203a -0.031396866 0.214059830 0.238087180 0.038525580
## 5915 Fam207a -0.243257050 -0.043358803 0.149445530 0.084556580
## 5916 Fam209 -0.289591800 -0.203534600 -0.079881190 -0.287050720
## 5917 Fam20a 0.129197120 0.402456280 0.000000000 -0.006205559
## 5918 Fam20b 0.380485530 0.173885350 0.328282360 -0.101251125
## 5919 Fam20c -0.007194996 -0.015210629 -0.097049240 -0.028237343
## 5920 Fam21 -0.070334435 -0.212319370 -0.175024030 0.000000000
## 5921 Fam210a -0.130763050 -0.361264230 -0.272083280 0.077722550
## 5922 Fam210b 0.187513350 0.083898070 0.429785730 -0.000188000
## 5923 Fam211a 0.015904903 0.000000000 -0.108216286 0.303151130
## 5924 Fam211b -0.168612000 -0.027820587 0.041347504 -0.015859127
## 5925 Fam212a -0.826645400 0.007316589 0.390587800 0.578300500
## 5926 Fam212b -0.219908710 0.085519314 -0.014208794 0.792974500
## 5927 Fam213a -0.265030860 0.723170300 -0.218276980 -1.010933400
## 5928 Fam213b -0.172885420 -0.040749550 0.203855040 -0.199678900
## 5929 Fam214a 0.165628910 -0.071107390 0.438643930 -0.499102600
## 5930 Fam214b -0.106412410 -0.112702850 -0.204362870 0.008938313
## 5931 Fam216a 0.220220090 0.136808400 0.361951830 -0.070413110
## 5932 Fam216b -0.020745277 0.012127876 -0.083282950 0.178633210
## 5933 Fam217a 0.550580000 1.289469200 0.870545400 -0.338428500
## 5934 Fam217b -0.170056820 -0.142944810 -0.327019700 0.636449800
## 5935 Fam219a -0.172817700 -0.014735699 0.290948400 0.244487760
## 5936 Fam219b 0.246171000 0.325942520 0.253588200 -0.022881985
## 5937 Fam220a -0.190073173 -0.048352401 -0.309447608 -0.076004188
## 5938 Fam221a 0.058242320 -0.125104900 -0.113107680 0.000000000
## 5939 Fam221b -0.163027290 -0.065883160 -0.087883950 0.150428300
## 5940 Fam222a 0.136720180 0.090051650 0.162683490 -0.113482950
## 5941 Fam222b -0.003111839 -0.084029200 0.377055170 -0.145104410
## 5942 Fam227a 0.000000000 -0.000978000 -0.025662422 0.428431030
## 5943 Fam228a 0.098426820 -0.096922400 0.000000000 -0.015346527
## 5944 Fam228b 0.008624077 -0.007549286 0.123535630 -0.036292076
## 5945 Fam229b 0.005323887 0.490502830 -0.393562800 -0.224156860
## 5946 Fam24a -0.040082455 -0.037509920 0.000000000 -0.122327330
## 5947 Fam25c -0.035051346 0.010482788 -0.012168884 -0.120916370
## 5948 Fam26d 0.040832996 0.005553722 -0.005380154 -0.259265900
## 5949 Fam26e 0.000000000 -0.113832000 0.033846380 -0.152561190
## 5950 Fam26f -0.053229332 -0.137520790 0.010028839 0.170539380
## 5951 Fam32a 0.000000000 0.336382870 0.152894020 0.192058560
## 5952 Fam35a 0.352302070 0.621363640 -0.682748300 0.253511430
## 5953 Fam3a 0.167953970 0.169659610 -0.001892567 0.001049042
## 5954 Fam3b -0.221756940 -0.003283024 0.041365623 0.000260000
## 5955 Fam3c -0.120791435 0.000000000 -0.414957050 0.321146000
## 5956 Fam43a -0.227473740 -0.108076570 0.164900300 0.756432530
## 5957 Fam43b -0.012857437 0.204669000 0.040520190 0.094835760
## 5958 Fam45a 0.317622180 0.505498900 -0.135548590 -0.068971634
## 5959 Fam46a -0.039085150 -0.104069946 0.044356105 -0.084949493
## 5960 Fam46b -0.160977840 0.046195507 0.124653816 0.020002842
## 5961 Fam46c 0.147203920 -0.216983800 -0.107992170 -0.176517010
## 5962 Fam46d 0.156609060 -0.096117500 -0.057572365 0.008108139
## 5963 Fam47c 0.037787437 0.001921654 -0.001369000 0.012176037
## 5964 Fam47e -0.156908040 0.000000000 0.015944958 -0.025295258
## 5965 Fam49a -2.104241400 -2.569684500 -2.022275400 -1.156167000
## 5966 Fam49b 0.009053230 -0.588494800 0.048476220 -0.296732430
## 5967 Fam50a 0.000000000 0.200718880 0.608838100 -0.072510720
## 5968 Fam50b 0.046512604 0.060085297 0.056181430 -0.176051620
## 5969 Fam53a 0.017061234 -0.172572610 -0.111777306 0.239603040
## 5970 Fam53b -0.596975800 -0.674248700 -0.717020500 0.404943940
## 5971 Fam53c 0.273315430 -0.117709160 0.817267400 -0.027136803
## 5972 Fam57a 0.000000000 0.238480090 -0.050644875 -0.082670690
## 5973 Fam57b 0.099274635 0.022154331 0.145893570 0.521763800
## 5974 Fam58b -0.353961000 0.320760730 0.149459840 -0.111785890
## 5975 Fam5c 0.040112020 0.008899212 0.000268000 -0.042184353
## 5976 Fam60a 0.012083530 -0.212309355 0.050487042 -0.004900698
## 5977 Fam63a 0.918436500 1.481076700 1.135097000 0.165714740
## 5978 Fam63b 0.424059233 0.541755660 0.310370443 -0.226761664
## 5979 Fam64a 0.099757195 0.000000000 0.082568170 0.007662773
## 5980 Fam65a 0.051618576 0.442837720 0.330980300 0.372969630
## 5981 Fam65b -0.276210780 -0.458834650 -0.312916280 -0.524478440
## 5982 Fam65c 0.033460617 0.155230520 0.065240860 -0.002978802
## 5983 Fam69a 0.799377440 0.829254150 0.000000000 -1.266922000
## 5984 Fam69b -0.095545290 -0.041731834 0.180929180 0.057949543
## 5985 Fam69c -0.125434400 -0.096201420 -0.057751180 0.194526200
## 5986 Fam71a -0.171363350 -0.151803500 -0.007153034 0.137484550
## 5987 Fam71b -0.001449585 -0.044700146 -0.117782590 0.012589932
## 5988 Fam71d 0.096273900 0.010723591 -0.101237774 -0.002400398
## 5989 Fam71e1 0.056270123 0.076960090 -0.015111923 -0.095689300
## 5990 Fam71e2 -0.003605366 0.026372433 -0.021083832 -0.031935215
## 5991 Fam71f1 -0.017076492 -0.036830902 -0.156535630 0.013418198
## 5992 Fam71f2 -0.268129350 -0.099270820 0.172945500 -0.209678170
## 5993 Fam72a 0.896932600 0.202792640 1.131563200 -0.209736350
## 5994 Fam73a 0.989966400 0.674437500 0.256087780 0.496802800
## 5995 Fam73b 0.000000000 0.000000000 0.050503254 -0.072070120
## 5996 Fam76a 0.157017230 0.146244530 0.191801550 0.092686180
## 5997 Fam76b 0.280408860 0.124210360 -0.496871470 0.208472250
## 5998 Fam78a -0.232617860 -0.167650700 0.000000000 0.190179820
## 5999 Fam78b 0.264664650 -0.039950370 -0.015574932 1.260112800
## 6000 Fam81a 0.182975770 -0.093299390 0.065527916 0.000000000
## 6001 Fam83a -0.019911766 0.197273250 0.001945496 0.055553913
## 6002 Fam83b -0.009657860 -0.027070045 0.089324474 0.060803413
## 6003 Fam83c -0.103266716 0.058459760 0.030808926 0.333548550
## 6004 Fam83d 0.043053627 -0.141253470 -0.109786030 -0.148737430
## 6005 Fam83e -0.096452236 -0.011374474 0.014983177 -0.142175200
## 6006 Fam83f -0.006457329 -0.133195400 0.048714160 -0.143038270
## 6007 Fam83g 0.023316860 -0.144234180 -0.037450790 -0.056009770
## 6008 Fam83h -0.117224220 0.056389330 0.108495235 -0.176450250
## 6009 Fam84a -0.048573970 -0.135395530 -0.104718685 -0.159668450
## 6010 Fam84b -0.531482200 0.152503970 -0.120329860 1.059482600
## 6011 Fam89a -0.479886530 0.271377560 0.041064740 0.023205757
## 6012 Fam89b -0.279757500 -0.257479670 -0.349709030 -0.063186646
## 6013 Fam92a 0.248377800 0.017115593 0.341371540 0.035123825
## 6014 Fam92b 0.046617030 0.015772343 -0.034523010 -0.130212780
## 6015 Fam96a -0.070795060 0.000000000 0.066709520 -0.385819440
## 6016 Fam96b 0.310866360 -0.284895900 0.098865510 -0.106665610
## 6017 Fam98a 0.042444230 -0.616535660 0.476102830 -0.363279340
## 6018 Fam98b 0.004323006 0.349031450 0.546011000 0.086050990
## 6019 Fan1 -0.032360077 0.125954630 -0.219486240 0.209960940
## 6020 Fanca -0.109201910 -0.145137310 0.000000000 -0.136403560
## 6021 Fancb -0.249890800 -0.404129500 -0.133711810 0.642653470
## 6022 Fancc 0.321268560 0.174397950 -0.036035538 0.163902280
## 6023 Fancd2 -0.239694120 -0.247247700 -0.161407470 -0.020132542
## 6024 Fancd2os 0.007681370 -0.024761200 0.169885640 0.026874065
## 6025 Fance -0.022429466 0.017017841 0.118157390 0.196812150
## 6026 Fancf 0.025542736 0.239640240 0.268658640 0.026233196
## 6027 Fancg -0.074516300 0.248661520 -0.002984047 -0.028707027
## 6028 Fanci -0.304772850 -0.117396355 -0.007266522 -0.092031956
## 6029 Fancl 0.080186368 -0.079017161 0.395314710 -0.293453457
## 6030 Fancm -0.182940480 -0.217774870 0.083458900 0.140546320
## 6031 Fank1 -0.064230440 0.063504220 -0.071227070 -0.123344420
## 6032 Fap -0.079451084 -0.171123030 -0.561299800 0.738174900
## 6033 Far1 -0.576671600 -0.573361400 -0.532848360 -0.181859970
## 6034 Far2 4.347294000 4.272421000 4.025846500 -0.271976000
## 6035 Farp1 0.385796550 0.569026950 0.712465300 0.032558440
## 6036 Farp2 0.055794240 -0.056631565 0.209370140 0.090459350
## 6037 Fars2 -0.238993640 -0.042003155 -0.073786736 -0.031034946
## 6038 Farsa -0.075661180 0.008594990 -0.177944660 -0.096599100
## 6039 Farsb 0.257596970 0.244567870 0.254054070 0.094944954
## 6040 Fas 1.031197500 0.409005170 0.225564000 -0.220220570
## 6041 Fasl -0.045859337 -0.001945972 -0.007211208 0.021210670
## 6042 Fasn -0.134728430 0.000000000 0.223765370 -0.244875910
## 6043 Fastk 0.090286730 0.209496500 -0.110923290 0.206797600
## 6044 Fastkd1 0.111597060 0.173199180 -0.521504400 -0.046704770
## 6045 Fastkd2 0.000000000 0.331194400 0.111589910 -0.457435130
## 6046 Fastkd3 -0.072597030 -0.095331670 0.095411300 0.149087900
## 6047 Fastkd5 -0.070121290 0.173009400 0.254034520 0.153873920
## 6048 Fat1 -0.262055400 -0.240495200 0.168478490 0.109345910
## 6049 Fat2 -0.000657000 -0.062403202 0.111337660 -0.108602050
## 6050 Fat3 -0.006141281 -0.031476211 0.023204390 -0.036071587
## 6051 Fat4 0.066810610 0.427145000 -0.097193720 0.690339100
## 6052 Fate1 -0.000875000 0.083322525 0.140844350 -0.000875000
## 6053 Fau -0.256314275 0.024061680 -0.043138506 0.184297085
## 6054 Faxc 0.000598000 -0.011849403 0.134459500 0.016674042
## 6055 Fbf1 -0.088720800 -0.224331860 0.182484150 -0.013010502
## 6056 Fbl -0.403710130 -0.324396370 -0.094544170 -0.134592056
## 6057 Fblim1 -0.351081370 -0.266988750 0.075913430 -0.065196514
## 6058 Fbll1 -0.083950040 0.018702984 0.000000000 -0.143162250
## 6059 Fbln1 -0.203243730 -0.114578724 -0.000158000 -0.129350190
## 6060 Fbln2 -0.015604973 -0.109081745 -0.065077780 1.651295700
## 6061 Fbln5 -0.270723340 -0.516461850 -0.394534600 1.240441300
## 6062 Fbln7 -0.136229990 0.084862710 0.078648570 0.048176765
## 6063 Fbn1 -0.442440260 -0.315174813 -0.210415830 1.163139080
## 6064 Fbn2 0.037536620 -0.032076836 0.061577797 0.017799377
## 6065 Fbp1 -0.270401480 -0.247166630 -0.087514880 -0.139863010
## 6066 Fbp2 0.006970882 -0.091504100 -0.007616520 -0.074503900
## 6067 Fbrs 0.005112648 0.211456300 0.000000000 -0.152540200
## 6068 Fbrsl1 -0.082733629 0.054026605 0.190289260 0.171253927
## 6069 Fbxl12 0.018016338 -0.072627544 -0.092497350 0.193657400
## 6070 Fbxl13 -0.020336151 0.084179400 0.023553371 -0.031268597
## 6071 Fbxl14 -0.104866030 0.105424880 0.113704680 -0.062595370
## 6072 Fbxl15 -0.033227920 0.119207860 0.079796314 -0.137952800
## 6073 Fbxl16 -0.024795055 0.322137360 -0.143630500 0.203656200
## 6074 Fbxl17 0.648301100 -0.215733530 -0.370844840 0.626322750
## 6075 Fbxl18 -0.170779230 -0.031837463 0.095567230 -0.070294860
## 6076 Fbxl19 0.014269352 -0.000962000 -0.107989310 0.054495335
## 6077 Fbxl2 0.387238030 0.284873500 0.287094600 -0.117517950
## 6078 Fbxl20 -0.284263600 -0.008650780 0.000000000 0.568399400
## 6079 Fbxl21 0.022691727 0.000000000 -0.098206040 -0.026907920
## 6080 Fbxl22 -0.030409336 0.000000000 0.105647090 -0.080962660
## 6081 Fbxl3 0.437719350 0.444297800 0.156915660 0.421437260
## 6082 Fbxl4 -0.122488020 -0.117630005 0.307909970 0.592062500
## 6083 Fbxl5 -0.030445099 -0.137941360 0.040447235 -0.294618130
## 6084 Fbxl6 0.159352300 0.699828600 0.392502300 -0.091345790
## 6085 Fbxl7 0.000000000 -0.981996775 0.286822080 1.017051900
## 6086 Fbxl8 0.034816265 0.090991974 -0.008451462 -0.148924830
## 6087 Fbxo10 -0.025245667 0.334055900 0.422240730 0.000000000
## 6088 Fbxo11 0.103820800 0.083801270 -0.018709183 0.072636604
## 6089 Fbxo15 -0.034980297 0.000000000 -0.002766609 0.000483000
## 6090 Fbxo16 0.283378600 -0.043179990 0.000000000 0.011915684
## 6091 Fbxo17 0.001615524 0.005059719 0.013551712 -0.021267414
## 6092 Fbxo18 0.145565990 -0.144066810 0.037510872 0.000000000
## 6093 Fbxo2 -0.023286343 0.195781710 0.147529130 -0.040364742
## 6094 Fbxo21 -0.207274440 0.571934200 0.283952240 0.078680515
## 6095 Fbxo22 0.097137450 0.123631480 0.102738380 0.745080000
## 6096 Fbxo24 -0.184352870 -0.124144554 -0.086445330 -0.032179832
## 6097 Fbxo25 0.454486850 -0.056648730 0.220756530 -0.054991245
## 6098 Fbxo27 0.000000000 0.262187000 0.012775421 0.058080673
## 6099 Fbxo28 0.238565440 -0.270046230 -0.258075700 0.028426170
## 6100 Fbxo3 0.133720160 0.217617743 0.243226525 0.017863035
## 6101 Fbxo30 -0.257164000 -0.768424030 0.104376790 -0.419840800
## 6102 Fbxo31 -0.159475800 0.000000000 0.469285960 -0.042526245
## 6103 Fbxo32 0.115079880 0.260278700 0.160788540 -0.010128975
## 6104 Fbxo33 0.196229930 -0.108424660 0.000000000 0.118797300
## 6105 Fbxo34 0.026168823 -0.309218880 -0.227703100 0.576081300
## 6106 Fbxo36 0.000000000 0.229072100 0.207056050 -0.309422970
## 6107 Fbxo38 -0.095126150 -0.015814781 -0.282850270 0.133499150
## 6108 Fbxo39 -0.331840040 -0.185508730 0.029916763 -0.048286915
## 6109 Fbxo4 0.108600140 -0.224573610 -0.001678944 0.244881630
## 6110 Fbxo40 -0.180607320 -0.097824570 -0.051777363 -0.082936290
## 6111 Fbxo41 0.022543430 0.010969162 0.124192715 0.000000000
## 6112 Fbxo42 -0.028049469 0.085636140 0.000000000 0.226144790
## 6113 Fbxo43 0.128528120 -0.047668457 -0.089008330 0.078297615
## 6114 Fbxo44 0.037364960 0.035386562 -0.047245502 -0.057314873
## 6115 Fbxo45 0.401136400 0.032993317 0.170944210 -0.045745850
## 6116 Fbxo46 0.036589622 0.651558900 0.263739600 0.000000000
## 6117 Fbxo47 -0.010041237 0.035414696 0.254816060 -0.032236576
## 6118 Fbxo48 -0.104829310 -0.047085762 0.000000000 0.032786846
## 6119 Fbxo5 0.305671700 0.000000000 0.245704650 0.405142780
## 6120 Fbxo6 0.123279095 0.401820180 0.129364490 0.100782870
## 6121 Fbxo7 -0.063023569 -0.070279840 0.150819300 -0.204445360
## 6122 Fbxo8 0.217089890 0.260192633 0.052943000 -0.038723469
## 6123 Fbxo9 0.232695580 -0.046525000 0.422606470 0.285520550
## 6124 Fbxw10 -0.103267670 -0.118566510 -0.021232605 -0.055217743
## 6125 Fbxw11 -0.051269530 0.333176600 0.375123980 -0.069852830
## 6126 Fbxw13 -0.005051136 -0.033900738 0.037247180 0.093834400
## 6127 Fbxw14 0.082405570 -0.027185917 0.009985924 -0.017786026
## 6128 Fbxw15 0.002658367 0.007436752 -0.006217957 -0.001481056
## 6129 Fbxw17 0.043182850 0.067374706 0.958811760 0.307230000
## 6130 Fbxw18 0.009597302 -0.066965580 0.004649162 -0.158349510
## 6131 Fbxw19 0.023839950 -0.047747135 -0.009606838 0.001934052
## 6132 Fbxw2 0.191981320 0.032882690 -0.090456960 0.185511590
## 6133 Fbxw20 0.116690636 0.060723305 -0.126426220 -0.084926605
## 6134 Fbxw21 0.120582104 -0.013661385 0.062585830 0.121779440
## 6135 Fbxw22 -0.027627945 -0.084603310 -0.219705580 0.090081215
## 6136 Fbxw24 0.065029620 -0.066322330 0.048833847 0.214809420
## 6137 Fbxw26 0.000000000 -0.149647710 -0.001836777 0.007468224
## 6138 Fbxw4 0.053056240 0.000000000 -0.044093610 -0.164420130
## 6139 Fbxw5 0.011863232 0.159160140 0.089304924 0.003941536
## 6140 Fbxw7 0.545545575 0.336349960 0.240455628 0.086337090
## 6141 Fbxw8 0.278809312 0.305793283 0.263324260 0.024388310
## 6142 Fbxw9 0.000000000 0.215375420 0.375627520 0.038811207
## 6143 Fcamr -0.086472990 0.010299206 0.046703815 0.055560112
## 6144 Fcer1a -0.008520603 0.073401450 -0.036719800 0.041818620
## 6145 Fcer1g -0.187785150 0.084142210 -0.282243730 -0.180085180
## 6146 Fcer2a -0.015026569 -0.062261105 -0.076204300 0.015079498
## 6147 Fcf1 -0.028653145 -0.033370970 -0.147830960 -0.652676600
## 6148 Fcgr1 -0.244620800 -0.017385960 0.343198300 -0.153398990
## 6149 Fcgr2b -0.214660640 -0.285852430 -0.252425670 0.000000000
## 6150 Fcgr3 -0.348534100 -0.266490460 0.280603400 -0.104590890
## 6151 Fcgr4 0.065278530 0.081595420 0.000000000 -0.169000150
## 6152 Fcgrt 1.212511100 1.588982600 1.516988800 0.418349270
## 6153 Fcho1 -0.117063046 -0.051029205 0.265114780 0.089895250
## 6154 Fcho2 0.023244858 0.075530050 -0.300662040 0.246097560
## 6155 Fchsd1 -0.011042118 0.023303986 0.017120361 0.163420680
## 6156 Fchsd2 0.120282170 0.001716614 0.283913600 0.096489910
## 6157 Fcna -0.177382235 -0.168455835 -0.161486625 -0.147058010
## 6158 Fcnb -0.019649982 0.015618801 0.081212520 -0.056673050
## 6159 Fcrl1 -0.029582977 -0.051810740 0.000000000 -0.105774880
## 6160 Fcrl5 -0.130455970 -0.022161484 0.195417400 0.100972176
## 6161 Fcrl6 -0.019289494 -0.009188652 -0.197233680 0.056068420
## 6162 Fcrla 0.013213158 -0.015610218 -0.079216960 -0.136889930
## 6163 Fcrlb 0.055863857 0.003320694 0.137271880 0.000000000
## 6164 Fcrls 0.003277302 0.257227900 0.564279560 -0.232876300
## 6165 Fdft1 0.002728701 0.067903043 0.510479450 0.003749848
## 6166 Fdps 0.285733220 0.187785150 0.217377660 -0.536077500
## 6167 Fdx1 -0.151432040 -0.010793686 0.310981750 0.087298390
## 6168 Fdx1l -0.294543270 -0.181778910 0.433032040 -0.167600630
## 6169 Fdxacb1 0.337282180 0.173719880 -0.011947155 0.355217930
## 6170 Fdxr 0.008527279 -0.106947900 0.146070960 0.106396200
## 6171 Fech -0.130376820 0.053954600 -0.241798880 0.000000000
## 6172 Fem1a -0.012911797 -0.017239570 0.004486084 0.138730050
## 6173 Fem1b 0.079936030 0.073224070 0.028434753 0.029207230
## 6174 Fem1c -0.137030600 -0.028689384 -0.102699280 -0.046121597
## 6175 Fen1 -0.273459670 -0.221539735 -0.336022375 -0.102415323
## 6176 Fer1l4 -0.053184270 0.145640373 0.088257788 -0.122712615
## 6177 Ferd3l 0.041962624 0.005921841 0.159341810 0.000000000
## 6178 Fermt1 -0.009519577 -0.103504660 -0.010370731 -0.024982452
## 6179 Fermt2 0.317844400 0.244824410 0.000000000 0.205680850
## 6180 Fermt3 -0.105473040 -0.127200600 -0.150747780 -0.118282320
## 6181 Fert2 0.268282900 0.055313110 -0.262933730 0.131063460
## 6182 Fes -0.324129580 -0.234725480 -0.084415910 0.134949200
## 6183 Fetub 0.017066002 -0.014275551 -0.024081230 -0.085114000
## 6184 Fev -0.021817207 0.104577540 0.236724850 0.096091270
## 6185 Fez1 0.775832650 0.795024400 1.142406000 1.103384500
## 6186 Fez2 -0.271900180 0.000000000 0.155785560 1.033140200
## 6187 Fezf1 -0.104516506 0.002187729 0.197353360 0.002436161
## 6188 Fezf2 -0.130993840 0.251174450 0.047088623 -0.002345085
## 6189 Ffar1 -0.072289940 -0.040403843 0.030629635 0.268389230
## 6190 Ffar2 -0.109562874 0.214762210 0.160631660 0.245932100
## 6191 Ffar3 -0.063525200 -0.047603130 0.199997900 0.000000000
## 6192 Ffar4 -0.042414190 0.159121510 0.073369980 -0.116837500
## 6193 Fga 0.070571735 0.112269640 0.091229202 0.010105372
## 6194 Fgb 0.194935320 -0.050803660 0.113524914 0.045358658
## 6195 Fgd1 0.000000000 0.282006740 0.218823430 0.007373810
## 6196 Fgd2 -0.014770031 -0.066541195 -0.019470692 0.142559050
## 6197 Fgd3 -0.201119900 0.071168420 0.047321320 -0.149360180
## 6198 Fgd4 -0.358073230 -0.221463200 -0.117739680 -0.033722400
## 6199 Fgd5 0.361734400 0.392740250 0.184503560 0.368248000
## 6200 Fgd6 0.768787400 0.704786300 0.813193300 0.000000000
## 6201 Fgf1 -0.490689750 -0.432112700 -0.221086500 -0.063794610
## 6202 Fgf10 0.017448425 0.000000000 0.054497242 -0.067111490
## 6203 Fgf11 -0.070682526 0.293053150 0.085412980 0.197119240
## 6204 Fgf12 -0.026278973 -0.006078243 0.159050460 0.002450466
## 6205 Fgf13 0.446046350 0.671656130 0.411332130 0.038898945
## 6206 Fgf14 0.140735150 0.136819840 0.147675040 -0.056088448
## 6207 Fgf15 0.047031880 -0.104417324 0.000000000 -0.077967170
## 6208 Fgf16 0.021455765 -0.017689705 0.135654930 -0.026471138
## 6209 Fgf17 -0.108562470 0.012355804 0.054733753 0.212313650
## 6210 Fgf18 0.187422280 -0.033553123 -0.048542976 0.098966120
## 6211 Fgf2 -0.085738180 -0.046489240 -0.101654530 0.592319970
## 6212 Fgf20 -0.001361847 0.051850796 0.122348310 0.039201736
## 6213 Fgf21 0.089686870 0.066268920 -0.106601715 -0.067573550
## 6214 Fgf22 -0.024250984 0.003984451 -0.079988480 0.086620810
## 6215 Fgf23 -0.015821934 0.020063400 0.079405785 0.081855300
## 6216 Fgf3 0.118245600 0.045875550 0.121068954 -0.104658130
## 6217 Fgf4 0.074945450 0.204753400 0.000000000 0.004177570
## 6218 Fgf5 0.029803753 0.015370846 -0.079267025 -0.113276960
## 6219 Fgf6 0.011549473 0.000000000 0.176875110 0.151291850
## 6220 Fgf7 -0.222340100 -0.313093660 -0.073280334 0.065425870
## 6221 Fgf8 -0.024385452 -0.012791157 0.308429240 0.103805540
## 6222 Fgf9 0.158408640 -0.087240696 0.149032120 -0.107030870
## 6223 Fgfbp1 0.098189830 0.320436480 0.192587850 -0.058983803
## 6224 Fgfbp3 0.000000000 -0.121313095 0.375194550 0.173013690
## 6225 Fgfr1 -0.195101260 -0.221613880 -0.248910430 -0.034176826
## 6226 Fgfr1op -0.089641094 -0.389622700 -0.386983870 -0.179133890
## 6227 Fgfr1op2 -0.209881780 0.158813480 0.090017320 0.050856590
## 6228 Fgfr2 -0.195609570 -0.092721940 -0.130158420 -0.233946800
## 6229 Fgfr3 -0.124539850 -0.177873610 -0.300388340 0.240410330
## 6230 Fgfr4 0.049050808 0.050910950 -0.013609409 0.056188583
## 6231 Fgfrl1 -0.106421470 -0.128165250 0.000000000 -0.029875755
## 6232 Fgg -0.057520390 -0.022238255 -0.018998146 0.000000000
## 6233 Fggy 0.075400734 0.186930653 -0.021642484 -0.141856672
## 6234 Fgl1 -0.099234580 -0.115495205 0.098407270 -0.099629400
## 6235 Fgl2 -0.223700050 -0.336552620 -0.464097020 -0.412634370
## 6236 Fgr -0.262122150 -0.269209380 -0.180975910 -0.470814230
## 6237 Fh1 0.000629000 0.267223360 0.182359700 0.160532950
## 6238 Fhad1 0.023648262 0.100163701 -0.028680086 0.016997099
## 6239 Fhdc1 -0.292689320 -0.149856090 -0.167405600 -0.119566440
## 6240 Fhit -0.087894920 -0.001529694 -0.111149790 -0.030616760
## 6241 Fhl1 -0.506804470 -0.353641030 -0.580280300 0.090192320
## 6242 Fhl2 -0.154189590 -0.078938010 -0.292130950 -0.110146046
## 6243 Fhl3 0.232660770 -0.087222100 0.315499780 -0.215261460
## 6244 Fhl4 0.103262900 0.066538334 0.096039770 -0.061458588
## 6245 Fhl5 -0.074414250 0.013271809 -0.028225422 -0.141242980
## 6246 Fhod1 -0.642884730 -0.283890250 -0.335412980 0.268667220
## 6247 Fhod3 0.106838230 -0.116325855 -0.017211437 0.181401730
## 6248 Fibcd1 0.000000000 0.003248215 0.083036900 -0.122596264
## 6249 Fibin 0.026090145 0.026090145 -0.083102226 0.085493090
## 6250 Fibp 0.105506900 0.367110250 0.540566440 0.467586520
## 6251 Ficd 0.073668480 0.078372000 -0.160030360 0.205051900
## 6252 Fig4 -0.078890800 -0.004622459 0.269274700 -0.317231660
## 6253 Figf 2.158205000 1.792825700 2.074298000 -0.448926450
## 6254 Figla 0.000000000 0.034922600 -0.076590060 -0.132041930
## 6255 Fign 0.165761470 0.189987180 -0.004870415 -0.151096340
## 6256 Fignl1 -0.247396950 -0.547964100 -0.543808940 -0.091026306
## 6257 Fignl2 0.015715122 -0.122919560 0.462012770 0.174091820
## 6258 Filip1 0.755695340 1.077631000 0.955651300 1.489452400
## 6259 Filip1l -0.547368288 -0.686253565 -0.625277032 0.055684090
## 6260 Fip1l1 0.166354180 0.000000000 0.250122070 0.304279330
## 6261 Fis1 0.224549300 0.349987030 0.441740040 -0.110709190
## 6262 Fitm1 -0.031173706 0.102535725 0.140841000 0.137978550
## 6263 Fitm2 -0.100505830 0.148538110 0.241152290 -0.035938740
## 6264 Fiz1 0.243446830 0.524045470 0.225672720 0.308756830
## 6265 Fjx1 -0.052268505 0.021325111 0.146001340 0.218428610
## 6266 Fkbp10 -0.091194150 -0.197894100 0.040625095 0.000000000
## 6267 Fkbp11 -0.025238990 -0.037491800 0.000000000 0.000000000
## 6268 Fkbp14 0.050582886 0.032827377 -0.170222760 -0.285445200
## 6269 Fkbp15 0.000000000 0.099635124 0.016428947 0.000000000
## 6270 Fkbp1a -0.001421928 0.000000000 -0.188310620 0.108357430
## 6271 Fkbp1b -0.417682650 -0.232301240 -0.425899030 0.367701530
## 6272 Fkbp2 0.053247450 0.132073400 0.092832565 -0.715220450
## 6273 Fkbp3 0.108416560 -0.002194405 -0.100142480 0.295709600
## 6274 Fkbp4 0.529608700 0.446776400 0.404805180 -0.280702600
## 6275 Fkbp5 -0.637281900 -1.208055000 -1.006899400 -0.529179100
## 6276 Fkbp6 -0.015261173 0.293095600 0.311326500 0.012129307
## 6277 Fkbp7 0.130266190 -0.233531000 0.074790000 0.174708370
## 6278 Fkbp8 -0.348052500 0.134342200 0.267190930 -0.253447530
## 6279 Fkbp9 0.017972946 0.112367630 0.057539940 0.403108600
## 6280 Fkbpl -0.125110630 0.187901020 -0.582969670 0.002514362
## 6281 Fkrp 0.041490078 0.041695595 0.067559720 -0.235836980
## 6282 Fktn 0.000000000 0.319601540 0.259075160 -0.105724810
## 6283 Flad1 -0.178906920 -0.325407980 -0.145832540 0.119640830
## 6284 Flcn -0.303084850 -0.428076270 -0.024433613 -0.075204370
## 6285 Flg2 -0.059605120 0.076720715 0.136518960 0.089241505
## 6286 Fli1 0.208014490 0.308304800 0.521424300 0.483055100
## 6287 Flii 0.291897770 0.575965900 0.216185570 0.182352070
## 6288 Flna -0.590209000 -0.428565980 -0.559041000 -0.039370537
## 6289 Flnb 0.669244770 0.638720500 0.516432760 0.385582920
## 6290 Flnc 0.000000000 -0.005628586 0.032195090 -0.023416520
## 6291 Flot1 0.034605503 -0.071484090 0.614335540 -0.048882960
## 6292 Flot2 -0.446140300 -0.602381700 -0.548316000 0.127570630
## 6293 Flrt1 -0.054906845 -0.182835100 -0.169670100 -0.179392340
## 6294 Flrt2 2.613835300 2.511816000 1.551416400 0.262245180
## 6295 Flrt3 -0.193205360 -0.167515280 -0.119606020 -0.055359840
## 6296 Flt1 1.101471900 1.089996300 1.044565200 0.369236950
## 6297 Flt3 -0.359862330 0.000000000 -0.165309430 0.020632744
## 6298 Flt3l 0.504162300 0.610179400 0.063185690 0.381625650
## 6299 Flt4 0.227162360 0.527044300 0.871963500 -0.074133396
## 6300 Flywch1 -0.218059060 0.130308630 -0.022889614 0.062793730
## 6301 Flywch2 -0.028099060 -0.069509980 -0.053714275 -0.170153140
## 6302 Fmn1 -0.052355766 -0.155053140 -0.012588978 0.206653120
## 6303 Fmn2 -0.019536018 -0.049854755 -0.001380444 0.002840042
## 6304 Fmnl1 -0.769512200 -0.637413000 -0.746067050 1.112194100
## 6305 Fmnl2 0.285774230 0.068202020 0.165392880 0.090049740
## 6306 Fmnl3 0.133587840 0.337275500 0.479189870 0.237895970
## 6307 Fmo1 0.444521900 0.120250700 -0.742917060 1.441710500
## 6308 Fmo2 0.897360800 0.577520400 0.451095580 0.865134240
## 6309 Fmo3 -0.011011601 -0.110999584 -0.033999920 0.000000000
## 6310 Fmo4 0.182595250 0.047055244 -0.219559670 0.529673600
## 6311 Fmo5 0.348617550 -0.056777000 0.076061250 -0.125894550
## 6312 Fmo9 0.136066910 0.004163742 -0.010192871 -0.131054400
## 6313 Fmod 0.000000000 -0.146105290 -0.047683716 -0.111076830
## 6314 Fmr1 -0.001167297 -0.018796920 -0.132983210 0.054552080
## 6315 Fmr1nb 0.067906860 0.050654890 0.002809525 0.064610004
## 6316 Fn1 2.835206000 2.818840000 3.121857600 0.945856100
## 6317 Fn3k 0.068675040 0.152337550 0.000000000 -0.237282280
## 6318 Fn3krp 0.010347843 0.000000000 0.098384380 -0.207193850
## 6319 Fnbp1 -0.563219100 -0.698926000 -0.417989730 -0.298482900
## 6320 Fnbp1l 0.425370220 0.270389560 0.304363250 0.336390500
## 6321 Fnbp4 -0.296689030 -0.276790620 -0.251093860 0.233951570
## 6322 Fnd3c2 0.089476110 -0.048049450 0.036208630 0.019517422
## 6323 Fndc1 -0.135533330 -0.264049050 0.070682526 0.000000000
## 6324 Fndc3a 0.000000000 0.072865486 -0.134363170 -0.127791400
## 6325 Fndc3b -0.107700350 -0.423232560 -0.030450820 0.067491530
## 6326 Fndc3c1 0.034053802 -0.053400993 0.066756725 -0.013418675
## 6327 Fndc4 0.100577830 0.019528389 0.231608390 -0.078222275
## 6328 Fndc5 0.000000000 0.042754173 0.141144280 0.087173940
## 6329 Fndc7 -0.074551580 0.041709900 0.239606380 -0.002508164
## 6330 Fndc8 0.115748880 0.006111622 0.118043420 -0.103271010
## 6331 Fndc9 -0.243126390 -0.059143543 0.022633553 0.107548710
## 6332 Fnip1 -0.475474360 -0.505188000 -0.514446260 0.034681320
## 6333 Fnip2 0.020947456 -0.465008260 0.197540280 0.199549670
## 6334 Fnta 0.139227870 0.638151170 0.327315330 -0.143786430
## 6335 Fntb 0.173125740 0.155873300 0.089798450 0.108910560
## 6336 Focad 0.450646880 0.411866200 0.710505000 0.123747826
## 6337 Folh1 -0.000760000 -0.064701080 -0.058824540 -0.135403630
## 6338 Folr1 -0.007109642 -0.028231144 0.008596420 0.052003384
## 6339 Folr2 -0.091097830 -0.084388730 -0.064856050 0.099914550
## 6340 Folr4 -0.060130596 -0.036252975 0.110094070 0.005933762
## 6341 Fopnl -0.530727400 0.040420532 -0.281914230 -0.123070720
## 6342 Fos 1.357493900 0.366214280 0.352868560 0.214738370
## 6343 Fosb 1.712141000 1.426061600 0.121581080 0.373355870
## 6344 Fosl1 0.020573140 0.117419720 0.200927730 0.467637060
## 6345 Fosl2 0.948460600 -0.245262620 -0.090498924 -0.030678750
## 6346 Foxa1 -0.059986590 0.077949050 0.187065600 -0.007627010
## 6347 Foxa2 0.115163800 0.162198540 -0.007524490 -0.223738670
## 6348 Foxa3 0.002851486 -0.090927600 -0.001137734 -0.011946678
## 6349 Foxb1 0.000000000 0.088703156 0.095773220 0.115451336
## 6350 Foxb2 -0.089929104 0.030626774 -0.159963130 0.227385040
## 6351 Foxc1 2.187402200 1.981387100 2.896534400 0.355633740
## 6352 Foxc2 -0.287512300 -0.248909950 -0.205940720 0.514967900
## 6353 Foxd1 -0.080480576 0.171294210 0.303720000 -0.141671180
## 6354 Foxd2 0.242299080 0.064929960 0.300650600 -0.063055990
## 6355 Foxd3 0.072813990 0.115184310 0.135294440 -0.155160900
## 6356 Foxd4 0.000000000 0.002364159 0.040060997 -0.110486030
## 6357 Foxe1 -0.111053940 -0.011615753 0.102466110 0.001158714
## 6358 Foxe3 0.000000000 0.030692100 0.054558754 0.151871200
## 6359 Foxf1 0.537098400 0.338104720 0.356288900 -0.032755375
## 6360 Foxf2 3.251287500 3.118003800 2.985720600 0.000000000
## 6361 Foxg1 0.125346180 0.007627487 -0.038519382 0.095141410
## 6362 Foxh1 0.082856655 -0.056298256 0.133890630 0.000000000
## 6363 Foxi1 0.063560010 0.040087700 -0.049709320 0.170337680
## 6364 Foxi2 -0.147460460 -0.042530060 -0.094662670 0.020644665
## 6365 Foxi3 -0.138277530 0.014615059 0.283496860 0.284329900
## 6366 Foxj1 -0.095202446 0.024680138 0.148421290 -0.080345154
## 6367 Foxj2 -0.109341620 0.098086360 0.151791570 0.372473720
## 6368 Foxj3 0.116930960 -0.009323120 0.000000000 0.408838270
## 6369 Foxk1 0.159483433 0.240271325 -0.136602163 0.000573875
## 6370 Foxk2 -0.007664681 0.208671570 -0.293356420 0.118321420
## 6371 Foxl1 -0.039813520 0.000000000 -0.000862000 0.083607200
## 6372 Foxl2 0.000000000 0.059108257 0.520650400 -0.032183647
## 6373 Foxl2os 1.515396600 1.136288200 1.568542000 0.120660305
## 6374 Foxm1 -0.213382240 -0.419205200 0.248418330 -0.149871830
## 6375 Foxn1 -0.079185486 -0.088214400 0.160790440 -0.023928165
## 6376 Foxn2 -0.293568130 0.000000000 -0.036273956 -0.094953540
## 6377 Foxn3 0.189261920 0.077610971 -0.170102360 0.059702397
## 6378 Foxn4 0.022590637 0.120997906 -0.039944172 -0.048002720
## 6379 Foxo1 0.465013500 0.543210000 0.606749530 0.033020973
## 6380 Foxo4 0.090106964 -0.084003925 0.304534440 0.014747143
## 6381 Foxo6 0.059815407 0.032783985 0.038605213 -0.050533295
## 6382 Foxp1 0.817404750 1.033568400 0.673474300 0.087186810
## 6383 Foxp2 -0.027071000 0.110259056 0.070251465 -0.117558956
## 6384 Foxp3 -0.014074802 -0.197838300 -0.018986225 0.000000000
## 6385 Foxp4 -0.150872230 0.033481598 0.057314396 0.058729170
## 6386 Foxq1 0.753234400 0.830096980 0.682607415 -0.195553780
## 6387 Foxr1 -0.015348434 0.005310059 0.163254260 -0.080053330
## 6388 Foxr2 -0.028975964 0.007299423 0.014181614 0.192848680
## 6389 Foxred1 -0.067632675 -0.294428830 0.013355255 -0.383129120
## 6390 Foxred2 -0.092578890 0.010447502 0.016151428 0.197895530
## 6391 Foxs1 0.037978172 -0.072898390 -0.157827850 -0.007823944
## 6392 Fpgs 0.000000000 -0.020628452 0.010197639 0.024280071
## 6393 Fpgt 0.000000000 -0.124581814 0.361057760 0.180271150
## 6394 Fpr1 0.164868350 -0.000822000 0.000000000 -0.129469870
## 6395 Fpr3 0.008659363 0.000000000 -0.004229069 0.097598076
## 6396 Fpr-rs3 0.095394135 0.001202583 0.045315742 -0.285717960
## 6397 Fpr-rs4 0.114613056 -0.036532402 0.102657795 0.163435940
## 6398 Fpr-rs6 0.007032394 0.050872803 -0.015067101 0.023179531
## 6399 Fra10ac1 0.406412120 0.108569145 0.279023170 0.038891792
## 6400 Fras1 0.006576538 -0.042348385 0.000776000 -0.055520535
## 6401 Frat1 -0.370578770 -0.294920920 -0.044985294 0.047191143
## 6402 Frat2 -0.338203900 -0.101048470 -0.354056840 0.135938640
## 6403 Frem1 -0.050136090 0.019238949 0.000000000 -0.123902800
## 6404 Frem2 0.978398800 0.869566440 0.578663350 0.070776940
## 6405 Frem3 -0.105281350 -0.039300920 0.003459454 -0.138797280
## 6406 Frg1 -0.012069702 0.221189500 0.016166687 0.406061170
## 6407 Frk -0.379771230 -0.372431760 -0.275441170 0.172117710
## 6408 Frmd3 0.000000000 0.075938225 -0.000957000 -0.034476280
## 6409 Frmd4a -0.554403800 -0.743729100 -0.531258100 -0.129408840
## 6410 Frmd4b 1.110432600 1.296743400 0.359485630 0.074575424
## 6411 Frmd5 2.347301000 2.586879300 2.890962100 -0.193380830
## 6412 Frmd6 0.060661793 0.576873300 0.518217560 -0.244281290
## 6413 Frmd7 -0.040984630 -0.054405212 0.173874380 0.000000000
## 6414 Frmd8 -0.262970210 0.047556635 0.145196198 0.112818480
## 6415 Frmpd1 -0.059087753 0.106195450 0.037601948 0.010728836
## 6416 Frmpd3 0.074697020 -0.020737648 0.017931938 -0.029016495
## 6417 Frmpd4 0.000000000 0.048353672 0.114076614 0.165299420
## 6418 Frrs1 -1.019165000 -0.652586940 -0.550694000 -0.456650260
## 6419 Frrs1l -0.118711950 -0.056599617 0.152847770 -0.121581554
## 6420 Frs2 -0.303360940 -0.253058430 -0.343169200 -0.067141530
## 6421 Frs3 0.000000000 -0.052877903 0.206929680 -0.036089420
## 6422 Fry 2.500506400 2.344490000 2.141101800 1.209733000
## 6423 Fryl 0.577337265 0.336305140 0.892787000 0.155358792
## 6424 Frzb -0.077560900 -0.021840096 0.300877570 -0.073837280
## 6425 Fscb -0.008464336 0.016985416 0.016985416 0.018923760
## 6426 Fscn1 -0.778293600 -0.519563700 -0.713588240 1.466610000
## 6427 Fscn2 -0.131967070 -0.163573740 -0.033410072 -0.076386930
## 6428 Fscn3 -0.052474022 -0.049519062 0.024422646 0.024422646
## 6429 Fsd1 0.090291500 0.221541880 -0.125244620 0.072073940
## 6430 Fsd1l 0.076615330 0.735730200 -0.134126660 0.421190740
## 6431 Fsd2 0.007410049 -0.028700352 0.010906220 0.000000000
## 6432 Fshb 0.017328262 0.081693650 0.156557080 -0.034519672
## 6433 Fshr -0.015395641 -0.034279823 0.112105370 -0.035027027
## 6434 Fsip1 -0.010823727 -0.113433360 0.035437584 0.109366420
## 6435 Fsip2 0.028771400 0.000000000 0.103763580 0.141443730
## 6436 Fst -0.054632187 0.040058136 -0.020943642 0.000000000
## 6437 Fstl1 -0.918419840 -1.332198100 -0.651499300 0.440030570
## 6438 Fstl3 -0.008422375 0.160472870 -0.087162020 0.000000000
## 6439 Fstl4 -0.022813797 0.013718605 -0.024512291 0.048246384
## 6440 Fstl5 0.100532055 0.007178783 -0.002137184 0.012293816
## 6441 Ftcd 0.140675540 0.062592980 -0.013963699 0.054980278
## 6442 Fth1 0.017609596 0.055894850 0.224619870 -0.098952290
## 6443 Fthl17 0.121325731 0.028937697 0.058245182 -0.115924357
## 6444 Ftl1 -0.283937137 -0.226710003 -0.169589041 -0.130043982
## 6445 Ftl2 -0.266080220 -0.133217494 0.012075424 -0.132579167
## 6446 Ftmt 0.027539253 -0.189294820 -0.036270620 0.096610070
## 6447 Fto 0.229140760 0.575922500 0.007404327 0.356523040
## 6448 Ftsj1 0.622283940 0.511878000 0.660326960 -0.062118053
## 6449 Ftsj2 0.068028450 -0.036966800 -0.082811830 -0.192071910
## 6450 Ftsj3 -0.196602340 -0.096682550 0.521654100 0.478010180
## 6451 Fubp1 0.164096830 0.047103880 0.000000000 0.058083534
## 6452 Fubp3 0.095474240 0.173089980 0.088191030 0.102786064
## 6453 Fuca1 -0.593439100 -0.263697620 -0.279577260 -0.214998250
## 6454 Fuca2 0.361517900 0.000000000 0.991024000 -0.795964240
## 6455 Fuk -0.019474506 0.011261940 0.011872292 0.127644060
## 6456 Fundc1 0.087413790 0.171892170 0.269374850 -0.120251656
## 6457 Fundc2 -0.034508705 0.000000000 0.004009247 -0.079848290
## 6458 Fuom -0.603449800 -0.098898410 0.151913640 -0.364116200
## 6459 Furin -0.002252579 0.059123040 0.450807570 0.054831505
## 6460 Fus -0.096650120 0.006958962 0.197986600 0.070917130
## 6461 Fut1 0.172538760 0.000449000 0.022987366 0.000000000
## 6462 Fut10 0.530196670 0.364403250 0.280639650 0.033239840
## 6463 Fut11 0.531868455 0.844050155 -0.683131720 -0.469539410
## 6464 Fut2 0.164025780 0.000000000 -0.111767290 0.043841840
## 6465 Fut4 -0.164960860 -0.270760540 0.022924423 -0.031606197
## 6466 Fut7 0.072711945 0.000000000 -0.019825459 -0.007809639
## 6467 Fut8 1.865976300 1.515330300 1.223154100 0.543250100
## 6468 Fut9 0.063544270 -0.032313347 0.062910080 0.015400410
## 6469 Fuz 0.201755999 0.318676458 0.333195915 0.166533705
## 6470 Fv1 -0.814085960 -0.533739100 0.238345620 -0.564045900
## 6471 Fxn -0.004456520 -0.433910850 -0.311614040 0.324533940
## 6472 Fxr1 0.237939830 -0.185050960 -0.273281100 -0.007819176
## 6473 Fxr2 0.052354336 -0.197876450 -0.251147750 0.083798885
## 6474 Fxyd1 -0.196634770 -0.182898040 -0.002346039 0.279187200
## 6475 Fxyd2 -0.088963030 -0.056912422 -0.025481700 -0.125329970
## 6476 Fxyd3 -0.168068410 -0.094810010 -0.155936240 -0.083011150
## 6477 Fxyd4 -0.014728069 0.000000000 -0.439739700 -0.192200180
## 6478 Fxyd5 1.021228800 0.962669400 1.356762900 -0.080752370
## 6479 Fxyd6 0.064895150 -0.097081184 -0.267987250 0.704061030
## 6480 Fxyd7 -0.077536580 0.163279530 0.038420200 0.091811660
## 6481 Fyb -0.276072500 -0.169554230 -0.044966698 0.157687190
## 6482 Fyco1 1.532095900 1.849873500 1.672396700 0.416915900
## 6483 Fyn -0.444408420 -0.626037600 -1.080602600 0.746858600
## 6484 Fyttd1 0.057921410 0.087051390 0.083556175 -0.029435158
## 6485 Fzd1 0.324986460 0.299802780 0.452473160 0.202806950
## 6486 Fzd10 -0.134492870 0.000000000 0.212958340 0.027098656
## 6487 Fzd2 -0.036834240 -0.112449646 0.131710530 -0.031534670
## 6488 Fzd3 1.995645000 0.708319660 0.356265070 -0.658155440
## 6489 Fzd4 0.315577500 -0.024128914 0.000000000 -0.085196495
## 6490 Fzd5 0.068227770 0.000000000 0.022469997 0.039886475
## 6491 Fzd6 1.233586300 1.267404600 1.422826800 0.044210434
## 6492 Fzd7 -0.290051940 -0.424325000 -0.554562570 -0.032308580
## 6493 Fzd8 -0.049030780 0.092736720 0.104226110 0.012170792
## 6494 Fzd9 -0.019107819 -0.014604092 0.213683600 -0.059920310
## 6495 Fzr1 0.011398315 0.041099070 0.062063694 -0.397823330
## 6496 G0s2 -0.110985756 -0.124744415 -0.285716060 -0.059981346
## 6497 G2e3 0.389414800 0.074644090 -0.384230600 -0.196454050
## 6498 G3bp1 -0.042147636 0.059167862 -0.376279830 -0.112605095
## 6499 G3bp2 -0.367534640 0.032193184 0.115127560 0.215080260
## 6500 G530011O06Rik 0.719011800 0.261802200 -0.772601100 -0.162617200
## 6501 G530012D18Rik -0.174329760 -0.238603590 -0.189310070 0.344521520
## 6502 G630022F23Rik 0.000000000 0.233370780 0.110449790 -0.074859140
## 6503 G630090E17Rik -0.145129680 -0.082417010 0.114113330 0.037891865
## 6504 G6pc 0.002564907 -0.039631844 0.015501499 -0.027114868
## 6505 G6pc2 -0.055164814 -0.002644062 0.005509377 0.036547184
## 6506 G6pc3 -0.137142180 -0.346309660 -0.458355430 -0.781162260
## 6507 G6pd2 0.087741850 0.000000000 -0.091616630 -0.227015970
## 6508 G6pdx 0.251750950 0.342192650 0.174405100 -0.049617767
## 6509 G730007D18Rik -0.213426110 0.154104710 -0.581522000 -0.022113800
## 6510 G930009F23Rik -0.018507957 0.333677300 -0.055656910 -0.020204544
## 6511 Gaa 0.078447820 0.093724730 -0.024855137 0.082078930
## 6512 Gab1 0.609894750 0.988176350 0.749238000 0.039458275
## 6513 Gab2 -0.021301270 -0.074072840 0.000000000 0.463828100
## 6514 Gab3 -0.514461500 -0.266572480 -0.382230760 0.515815260
## 6515 Gabarap -0.004220009 -0.124754906 -0.227388380 -0.106318474
## 6516 Gabarapl1 0.915097240 0.671894100 0.582559600 -0.094696045
## 6517 Gabarapl2 0.174909590 -0.119923590 0.070405960 0.093587875
## 6518 Gabbr1 -0.079363820 -0.052655220 0.000000000 0.365256300
## 6519 Gabbr2 0.000000000 0.237094880 0.048373700 -0.016242027
## 6520 Gabpa 0.046875954 0.130304340 0.064662930 0.349530220
## 6521 Gabpb1 0.496572500 -0.139597900 -0.046531677 0.051967620
## 6522 Gabpb2 0.000000000 -0.215927120 -0.193649290 0.064023970
## 6523 Gabra1 0.057881355 0.032500267 0.072363850 0.002852440
## 6524 Gabra2 0.055954933 0.080683710 -0.020926476 -0.049163820
## 6525 Gabra3 0.038231373 -0.083945274 0.000000000 0.012506008
## 6526 Gabra4 0.075915810 -0.048614502 -0.058392048 0.110888960
## 6527 Gabra5 0.046020745 0.041539907 0.073915720 -0.014975310
## 6528 Gabra6 0.008530617 -0.017267704 0.000000000 0.050509453
## 6529 Gabrb1 0.001497269 0.167547230 -0.031182766 0.109694004
## 6530 Gabrb2 0.018465201 -0.064319135 0.020064354 0.211813141
## 6531 Gabrb3 -0.050018310 -0.024013520 0.046726227 -0.097624300
## 6532 Gabrd -0.111915110 0.117280010 0.140929700 -0.073788166
## 6533 Gabre 0.067496780 -0.078910830 -0.001786709 -0.083254340
## 6534 Gabrg1 -0.037752150 -0.041769505 0.092041970 0.093044760
## 6535 Gabrg2 0.006681442 -0.042520046 -0.003421783 0.000000000
## 6536 Gabrg3 0.078995230 -0.006685257 -0.013907909 0.121720314
## 6537 Gabrp 0.015146256 -0.107894420 0.111994740 -0.019594193
## 6538 Gabrq 0.000000000 -0.042182922 0.110209940 0.016149520
## 6539 Gabrr2 0.057839870 -0.029343605 0.011592865 0.000000000
## 6540 Gabrr3 -0.120576860 0.056979656 0.139162060 -0.155582430
## 6541 Gad1 0.086625576 0.088896750 0.131219390 0.058456898
## 6542 Gad2 -0.031741620 0.068397520 0.069862840 -0.047837257
## 6543 Gadd45a 0.648593900 0.778028500 0.597035400 -0.199275020
## 6544 Gadd45b 0.203718190 -0.231783870 -0.085234165 -0.455340860
## 6545 Gadd45g 0.026776790 -0.100312710 0.000000000 -0.009562492
## 6546 Gadd45gip1 -0.083512780 0.120186330 -0.076209070 0.000000000
## 6547 Gadl1 -0.189569470 0.000808000 0.094020840 -0.151642320
## 6548 Gak -0.159542080 0.003717423 -0.427455900 -0.187870980
## 6549 Gal 0.127000810 -0.125035760 -0.258239750 0.219473840
## 6550 Gal3st1 0.077203750 0.015188217 -0.059765340 0.108800410
## 6551 Gal3st2 0.091646195 -0.034929991 -0.045592784 0.105028868
## 6552 Gal3st3 0.060099600 0.007238388 0.101473810 0.006628990
## 6553 Gal3st4 -0.015057564 -0.105004310 0.012910366 -0.282076840
## 6554 Galc -0.311996940 -0.246487140 -0.025386810 -0.049361706
## 6555 Gale -0.024963379 0.041185380 -0.069326400 0.007880211
## 6556 Galk1 -0.045177460 -0.024501324 0.333226200 0.000000000
## 6557 Galk2 -0.123551851 -0.133590695 -0.216150285 -0.070192100
## 6558 Galm -0.033243656 -0.002767563 -0.088240150 -0.102661610
## 6559 Galns -0.019092560 0.100264070 -0.073773384 -0.006348133
## 6560 Galnt1 -0.436973570 -0.722826000 -0.666648860 0.218143460
## 6561 Galnt11 -0.040181160 0.297433135 0.047581143 -0.023076773
## 6562 Galnt12 -0.045857906 0.025900840 0.000000000 -0.125916000
## 6563 Galnt13 0.012074471 0.053202630 -0.012044430 -0.012044430
## 6564 Galnt14 0.034230710 -0.012027264 0.017772198 0.078147410
## 6565 Galnt15 0.689610960 0.269959930 0.809128300 1.260976300
## 6566 Galnt16 -0.112908840 0.023826600 -0.100082874 0.205181600
## 6567 Galnt18 0.000000000 0.112393380 0.305190560 0.906413100
## 6568 Galnt2 -0.174966810 0.092150690 0.104872230 0.289746760
## 6569 Galnt3 -0.224562170 -0.148192880 -0.179543970 0.000000000
## 6570 Galnt4 0.084569454 0.075545790 0.215151310 0.017004967
## 6571 Galnt5 0.000000000 0.002637863 -0.038619995 -0.020771980
## 6572 Galnt6 -0.062318325 0.077149390 -0.035223484 -0.057333946
## 6573 Galnt7 -0.003802300 -0.081775665 0.000000000 0.499597550
## 6574 Galnt9 -0.059988020 -0.045462610 0.066477300 0.046502590
## 6575 Galntl5 -0.005606175 -0.031765460 0.144747730 0.218208310
## 6576 Galntl6 -0.055651981 0.023869515 -0.018175602 0.017367681
## 6577 Galp -0.127349850 0.038627625 0.048063280 0.121340275
## 6578 Galr1 0.061041355 0.000000000 0.023641110 0.137562270
## 6579 Galr2 -0.016507626 -0.025784970 -0.145399100 0.000000000
## 6580 Galr3 -0.010284424 0.148411750 0.326791300 0.107379440
## 6581 Galt 0.270135880 0.000000000 -0.147534370 0.092186930
## 6582 Gamt -0.126590250 0.547212600 -0.453649040 0.000000000
## 6583 Gan -0.024297714 -0.281638620 -0.795418260 0.218732360
## 6584 Ganab -0.264034270 0.041738510 0.015227318 0.013494492
## 6585 Gap43 0.156219960 0.000000000 -0.153223990 -0.092480660
## 6586 Gapdh -0.236364868 -0.251421530 0.047216018 -0.248444372
## 6587 Gapdhs 0.251372335 -0.000394820 0.195439100 0.041292669
## 6588 Gapt -0.083035946 -0.067183970 -0.012260914 0.023090840
## 6589 Gapvd1 -0.024820328 0.022475243 0.216152190 0.078733444
## 6590 Gar1 -0.180187230 0.064428330 0.412490840 0.142264370
## 6591 Garem 0.221562860 0.024813652 0.395643230 0.015491486
## 6592 Gareml -0.003067970 0.037140846 0.057899000 -0.075850960
## 6593 Garnl3 -0.113088610 0.000000000 0.253856180 -0.145019050
## 6594 Gars -0.069112780 0.072376250 0.095328330 0.134758950
## 6595 Gart -0.464150900 -0.152359490 -0.104262830 -0.067459580
## 6596 Gas1 -0.228156090 -0.146099090 0.196805950 0.255753520
## 6597 Gas2 -0.205781460 -0.263193600 -0.488948820 1.385401700
## 6598 Gas2l1 0.055721760 0.234793660 0.448648450 0.073780060
## 6599 Gas2l2 0.045753956 0.103164670 -0.016063213 0.000000000
## 6600 Gas2l3 -0.080780030 -0.287949560 -0.218538280 -0.124236110
## 6601 Gas5 -0.073221900 -0.592617740 -0.680110354 0.071654678
## 6602 Gas6 0.532807350 1.005965200 0.542412760 1.025713000
## 6603 Gas7 -0.158418660 -0.231770040 -0.097990990 -0.210218900
## 6604 Gas8 -0.198582170 0.197103980 0.309195520 0.303489690
## 6605 Gast 0.112805840 -0.007804871 0.066705704 0.000000000
## 6606 Gata1 -0.124684810 0.040298940 -0.154616360 -0.029479027
## 6607 Gata2 0.085347176 0.415884020 0.581503870 0.127489090
## 6608 Gata3 -0.233013150 -0.351525780 -0.245138170 0.396564480
## 6609 Gata4 -0.105751514 -0.022875309 0.001866818 -0.025806427
## 6610 Gata5 0.026010752 -0.000769615 0.051059485 -0.033783175
## 6611 Gata6 -0.382061480 -0.203371520 -0.151457310 0.476470470
## 6612 Gatad1 0.207010270 0.092257500 0.392549500 -0.084445000
## 6613 Gatad2a 0.211146350 0.455523500 0.393301000 0.115263460
## 6614 Gatad2b -0.014039993 0.183294300 -0.013353348 0.094577790
## 6615 Gatc 0.051447870 0.357335100 -0.010282517 0.191366200
## 6616 Gatm 2.413869900 2.397727000 2.221963000 -3.036908100
## 6617 Gatsl2 -0.169987200 0.000000000 0.007737637 0.000000000
## 6618 Gatsl3 0.487411980 0.514545440 0.665557860 0.285808560
## 6619 Gba -0.036985397 -0.513717650 0.108127594 -0.055533410
## 6620 Gba2 -0.139487270 0.155312060 -0.047260284 0.639297960
## 6621 Gbas 0.250731470 0.302369120 0.203881260 -0.140385630
## 6622 Gbe1 1.756520300 1.626082400 1.345942500 -0.346376420
## 6623 Gbf1 -0.022072792 0.163888930 0.188529010 0.205915450
## 6624 Gbgt1 -0.001409054 -0.067836760 -0.123126510 -0.139183520
## 6625 Gbp11 -0.126769540 0.000000000 -0.308571820 0.683083530
## 6626 Gbp2 0.128550530 0.058786392 0.000000000 0.467959400
## 6627 Gbp2b -0.115111830 -0.145256520 -0.063621520 0.000000000
## 6628 Gbp3 0.366712570 0.423444750 -0.095270160 0.640766140
## 6629 Gbp4 -0.272652630 -0.161724090 -0.761897100 0.973670000
## 6630 Gbp5 0.208751680 0.120886800 0.402828220 0.656163200
## 6631 Gbp6 -0.283531200 -0.231953620 -0.804398540 0.885503770
## 6632 Gbp7 -0.363512040 -0.164656640 -0.240127560 0.520455360
## 6633 Gbp8 0.000000000 -0.462070470 -1.069974000 0.235955720
## 6634 Gbp9 0.000000000 -0.034789085 -0.091282845 0.558121700
## 6635 Gbx1 -0.074168205 0.100410940 0.139458660 0.000000000
## 6636 Gbx2 -0.080084800 -0.094116210 -0.031683445 0.000000000
## 6637 Gc -0.128991130 -0.025631905 0.000000000 -0.014485359
## 6638 Gca 1.665312300 0.251722800 -0.564741600 -1.385978700
## 6639 Gcat -0.066611290 0.116221430 0.109393120 -0.125776770
## 6640 Gcc1 -0.089586735 -0.030266762 0.012832642 0.000000000
## 6641 Gcc2 0.494518280 0.219469070 0.180899620 0.298013700
## 6642 Gcdh 0.052817820 0.039012910 -0.082586290 -0.422525880
## 6643 Gcfc2 0.052194120 -0.336998460 -0.399484630 0.547311300
## 6644 Gcg 0.043317795 0.000000000 0.015299320 -0.006500244
## 6645 Gcgr -0.298658850 -0.023394108 -0.034974575 0.049113750
## 6646 Gch1 2.185930300 0.748634340 0.678550700 -0.108372690
## 6647 Gchfr -0.256798270 -0.201862810 -0.283291820 -0.220884320
## 6648 Gck -0.090071680 -0.078933240 -0.170392510 -0.027202606
## 6649 Gckr 0.041738987 -0.063776490 0.065989970 0.106241226
## 6650 Gclc -0.219939230 -0.342536930 -0.439113620 -0.490043640
## 6651 Gclm 0.395241740 0.000000000 0.314955700 -0.101105690
## 6652 Gcm1 -0.134340290 0.185844900 0.166946410 0.108530045
## 6653 Gcm2 -0.078258040 0.051177500 -0.114159110 0.028501987
## 6654 Gcn1l1 -0.029997349 0.022833824 0.127741340 -0.012169361
## 6655 Gcnt1 -0.139642240 0.000000000 -0.141717910 0.060144424
## 6656 Gcnt2 1.412818900 0.516527200 0.716705300 -0.313536640
## 6657 Gcnt3 0.013877392 -0.099183080 0.131324770 -0.194140430
## 6658 Gcnt4 0.022675991 -0.056596756 0.036683560 0.041533947
## 6659 Gcnt7 0.173632620 0.122446540 0.259315000 0.108293060
## 6660 Gcsam -0.081764700 0.096351620 -0.040533066 -0.154161450
## 6661 Gcsh 0.035427570 0.655161860 0.695430300 -0.547011400
## 6662 Gda -0.465944770 -0.830708500 -0.703752040 2.263499700
## 6663 Gdap1 0.000950000 -0.005962849 -0.065463540 0.022252083
## 6664 Gdap10 0.912932400 1.007068600 1.057550400 -0.046411514
## 6665 Gdap1l1 0.029364586 -0.034461020 0.036053658 -0.118513110
## 6666 Gdap2 0.164377210 0.234478950 -0.127955440 0.000000000
## 6667 Gde1 0.997398400 0.320493700 0.070849420 -0.233345510
## 6668 Gdf1 0.013261795 0.019693851 0.141904350 0.000000000
## 6669 Gdf10 -0.165282730 0.070919510 0.000000000 -0.098342896
## 6670 Gdf11 0.042329790 0.185442920 -0.264465800 0.000000000
## 6671 Gdf15 -0.077409270 -0.011911392 -0.081659320 0.056486130
## 6672 Gdf2 -0.023389816 0.039063454 0.000000000 -0.234177590
## 6673 Gdf3 -0.079732895 -0.107797146 0.000000000 0.211614610
## 6674 Gdf5 -0.118022445 -0.005388499 0.050105571 0.060313940
## 6675 Gdf6 0.003052235 -0.018288136 0.178692820 0.000000000
## 6676 Gdf7 -0.064142230 0.069303990 0.000000000 -0.065847870
## 6677 Gdf9 -0.111616135 -0.287702080 -0.029661655 0.072242260
## 6678 Gdi1 0.207815170 0.111114500 0.041027070 0.082117080
## 6679 Gdi2 -0.065541270 -0.161973000 0.000000000 0.005244255
## 6680 Gdnf 0.104342940 -0.085888860 0.121421814 -0.000623000
## 6681 Gdpd1 0.000000000 0.077425480 -0.305694580 0.782714370
## 6682 Gdpd2 0.065702438 0.004441977 -0.028733492 -0.018089772
## 6683 Gdpd3 -0.179438590 0.226941110 -0.720199600 -0.093011380
## 6684 Gdpd4 -0.039633750 0.082713604 0.028055191 0.091124060
## 6685 Gdpd5 0.218117240 0.077705860 -0.081553460 0.211581700
## 6686 Gdpgp1 -0.257639880 0.376957420 0.369388580 0.629739300
## 6687 Gem -0.195525650 -0.822150700 -0.560741900 -0.066503050
## 6688 Gemin2 0.241023060 -0.088946820 0.644338600 -0.477732180
## 6689 Gemin4 0.031412602 0.225261456 0.146788115 0.252073525
## 6690 Gemin5 -0.200932500 -0.081109524 -0.002310276 0.006507397
## 6691 Gemin6 -0.019852400 -0.003668547 -0.107102635 -0.324381121
## 6692 Gemin7 -0.365140440 0.063522816 0.378272530 0.147251600
## 6693 Gemin8 -0.075386764 -0.056384564 0.359241483 0.159909490
## 6694 Gen1 -0.141643520 -0.387023450 -0.287744050 -0.168616300
## 6695 Get4 -0.129996780 -0.058375360 -0.197021960 0.000000000
## 6696 Gfap 0.091602325 0.001591206 -0.085496426 -0.124721050
## 6697 Gfer 0.039636612 0.064038750 0.181758400 -0.439924720
## 6698 Gfi1 -0.045473100 0.051619053 0.130655290 0.107888220
## 6699 Gfi1b -0.288822650 0.114055630 -0.145907880 -0.237287040
## 6700 Gfm1 -0.038491250 0.170104980 -0.429054260 0.000872000
## 6701 Gfm2 0.124812600 -0.157972810 -1.007762900 0.336324210
## 6702 Gfod1 0.181118010 -0.375201700 -0.068963530 0.227117060
## 6703 Gfod2 0.182232860 0.112985610 0.320304870 0.037865640
## 6704 Gfpt1 0.005036354 -0.015121460 -0.768916600 -0.411896700
## 6705 Gfpt2 -0.378824700 -0.278087140 -0.265616420 -0.221304900
## 6706 Gfra1 -0.059856415 0.001744747 -0.006140709 -0.148320670
## 6707 Gfra2 -0.133717060 -0.191466330 -0.132293700 -0.308901300
## 6708 Gfra3 -0.071937560 0.177970890 0.053793907 0.136268620
## 6709 Gfra4 0.095327854 0.073567390 0.067135810 0.000000000
## 6710 Gfral -0.041339874 0.042443275 0.130921840 0.034385680
## 6711 Gga1 -0.015397549 -0.102227210 0.376599800 0.057785988
## 6712 Gga2 -0.276026250 0.156652930 0.065743450 -0.200675490
## 6713 Gga3 -0.007620812 -0.295800200 0.160424230 -0.031953810
## 6714 Ggact 1.654538200 1.690243700 1.749117900 -0.190946100
## 6715 Ggct -0.427496900 -1.304380900 0.000000000 0.445983900
## 6716 Ggcx -0.058052540 -0.203279500 0.399113180 -0.094007970
## 6717 Ggh 0.470465185 0.226957320 0.416462430 -0.002548695
## 6718 Ggn -0.016446590 0.021671295 -0.049464226 0.037488937
## 6719 Ggnbp1 -0.111348630 0.078422550 0.293760780 -0.151041030
## 6720 Ggnbp2 -0.057482720 -0.054702760 -0.213438990 0.000000000
## 6721 Ggps1 0.086631775 0.000000000 0.165744780 0.213200570
## 6722 Ggt1 0.005289555 -0.045686245 0.005813599 -0.092520714
## 6723 Ggt5 -0.003581524 -0.205756190 -0.087969780 0.165212630
## 6724 Ggt6 0.186985970 0.076465610 0.025787354 0.103203300
## 6725 Ggt7 0.013389587 -0.165138720 0.006190300 -0.012328625
## 6726 Ggta1 -0.631680970 -0.526588440 -0.125505450 0.825066570
## 6727 Gh -0.092425820 0.118794440 -0.028832912 0.134683610
## 6728 Ghdc -0.004133225 0.008764267 0.447901730 0.199954510
## 6729 Ghitm -0.116755486 -0.182837490 -0.095952990 -0.320401200
## 6730 Ghr 0.346120830 0.461075780 0.172801020 0.535867700
## 6731 Ghrh -0.248082160 0.000000000 0.024723530 0.114348890
## 6732 Ghrhr 0.019567966 -0.052040100 0.000000000 0.141322140
## 6733 Ghrl 0.000000000 -0.235427860 0.006846905 -0.011828899
## 6734 Ghsr 0.000000000 0.046851635 0.201056000 -0.007164478
## 6735 Gid4 -0.167305950 -0.150072100 -0.235450740 0.427952770
## 6736 Gid8 -0.217702870 0.099350930 0.467567440 0.175786020
## 6737 Gif 0.015326500 -0.094080925 0.021371365 0.024287224
## 6738 Gigyf1 -0.016973495 0.119429590 0.170009140 0.130787370
## 6739 Gigyf2 -0.081173900 0.068776130 -0.192429540 0.328356740
## 6740 Gimap1 0.473887440 0.258068080 0.081771850 0.052019120
## 6741 Gimap3 -0.264124400 -0.311371330 0.021463871 -0.187910560
## 6742 Gimap4 -2.258474300 -2.670996200 -2.200269700 1.050061200
## 6743 Gimap5 0.307452200 -0.296049120 0.592277050 0.000000000
## 6744 Gimap6 0.181667330 -0.567880630 0.029443740 0.344122900
## 6745 Gimap7 -0.272598740 -0.392541900 -0.276453020 -0.164854050
## 6746 Gimap8 0.000000000 -0.277840600 -0.302212720 0.403082850
## 6747 Gimap9 -0.017784119 -0.612156400 -0.495996480 0.516882900
## 6748 Gin1 -0.198740480 -0.109445095 -0.276691440 -0.116500380
## 6749 Ginm1 0.375285387 0.279857398 0.468438145 0.055273055
## 6750 Gins1 -0.198267460 0.765236850 -0.300048830 -0.821120260
## 6751 Gins2 -0.136032580 -0.091450690 0.000000000 -0.103141310
## 6752 Gins3 0.100268364 -0.181864740 -0.312555300 -0.072477820
## 6753 Gins4 0.217284200 -0.031486510 -0.385196700 0.004888535
## 6754 Gip -0.187520980 0.036222458 0.000000000 0.020013332
## 6755 Gipc1 -0.193328380 -0.148525240 0.000000000 0.069820880
## 6756 Gipc2 -0.116578578 -0.002380609 0.076393365 0.451835860
## 6757 Gipc3 0.216386800 0.388866900 0.132021900 0.637623300
## 6758 Gipr 0.022645473 -0.009526253 0.020455837 0.049457550
## 6759 Git1 0.017306328 0.080928800 0.247466090 0.203456880
## 6760 Git2 0.427082060 0.650082600 0.543387400 0.508300800
## 6761 Gja1 0.208132740 -0.474292760 0.194552420 0.660280200
## 6762 Gja10 0.022661686 0.025715828 0.117261410 -0.026839733
## 6763 Gja3 -0.067134860 0.014844894 0.174071310 -0.001213551
## 6764 Gja4 -0.180109500 -0.634162900 -0.794732600 0.032185555
## 6765 Gja5 -1.304277400 -1.170428800 -1.787120300 0.804107670
## 6766 Gja6 0.193489550 0.045321940 0.177647110 0.142287730
## 6767 Gja8 0.104428290 -0.043786050 0.107966900 0.000000000
## 6768 Gjb1 0.050394060 0.009209633 -0.134229180 -0.090182304
## 6769 Gjb2 -0.000054600 0.001596689 0.000000000 -0.097615240
## 6770 Gjb3 -0.191825390 -0.094143390 0.081691265 -0.025638580
## 6771 Gjb4 0.111011505 -0.034174920 0.042517185 -0.092563150
## 6772 Gjb5 0.000000000 -0.028211117 0.111370560 0.064649580
## 6773 Gjb6 0.079180720 -0.024931430 0.085227490 0.000000000
## 6774 Gjc1 1.181804700 1.007967000 0.897339800 0.242163660
## 6775 Gjc2 0.028380394 0.020138264 0.081085680 0.085273740
## 6776 Gjc3 0.065546990 0.000000000 0.088484290 0.027424335
## 6777 Gjd2 -0.054226875 0.000000000 0.276082520 0.044627190
## 6778 Gjd3 0.000000000 0.040827274 0.079494480 -0.079216960
## 6779 Gjd4 0.031363964 0.088209630 0.000000000 -0.048951626
## 6780 Gje1 0.074779030 -0.028887272 0.020227910 0.024306774
## 6781 Gk2 -0.013841629 -0.034778118 0.165396210 0.021967411
## 6782 Gk5 0.397074220 0.815950900 0.233003140 -0.037510872
## 6783 Gkap1 0.348480700 0.321556090 0.347640028 -0.127458575
## 6784 Gkn1 -0.046349050 -0.001919746 0.000000000 0.040141106
## 6785 Gkn2 -0.009622574 0.000000000 0.126732830 0.085068226
## 6786 Gkn3 3.167837600 3.775739200 2.892159000 1.442874000
## 6787 Gla 0.070948600 0.106384280 0.289031500 -0.209311490
## 6788 Glb1 0.237168790 0.081427574 0.586279870 -0.327732100
## 6789 Glb1l -0.200873850 -0.122723580 0.157617570 -0.148532870
## 6790 Glb1l2 0.104566574 0.019547940 -0.012866020 -0.094365600
## 6791 Glb1l3 0.144360540 0.047047615 -0.038711548 -0.033395290
## 6792 Glcci1 1.193462213 0.833310750 0.742188607 -0.172619663
## 6793 Glce 0.324862480 0.208247180 0.009533882 0.611829760
## 6794 Gldc -0.029558659 -0.036116123 0.008018494 0.003943443
## 6795 Gldn 0.030664444 0.000000000 0.110323906 0.013101578
## 6796 Gle1 0.000000000 -0.045637130 -0.469472900 0.555226300
## 6797 Glg1 -0.141103740 -0.142225270 -0.205141070 0.349503520
## 6798 Gli1 0.014857769 -0.117628100 0.058671474 -0.095832825
## 6799 Gli2 -0.003634453 -0.006093025 -0.005851746 0.028669834
## 6800 Gli3 -0.037251472 -0.011981964 -0.115696430 -0.052594660
## 6801 Glipr1 0.027395248 -0.205498220 -0.031411170 -0.213165760
## 6802 Glipr1l1 -0.063102245 0.000000000 0.004153729 -0.074829100
## 6803 Glipr1l2 -0.082764150 0.023732662 0.048140050 0.104721070
## 6804 Glipr2 -0.040385723 0.054656030 -0.061028957 0.092659950
## 6805 Glis1 0.000000000 -0.020013332 0.122854230 -0.012465954
## 6806 Glis2 0.176490780 0.750120160 0.174833300 -0.102569580
## 6807 Glis3 -0.024700642 0.068063260 0.202682970 0.020724773
## 6808 Glmn 0.332990650 0.180809020 0.304472450 0.244080070
## 6809 Glo1 0.388712405 -0.031518460 0.137773037 0.063377858
## 6810 Glod4 0.420959470 0.559479700 0.559555050 -0.227105140
## 6811 Glod5 -0.023177147 -0.061647892 -0.097334860 0.065219880
## 6812 Glp1r -0.130185130 -0.102044580 0.061908245 -0.256046300
## 6813 Glp2r 0.001636028 -0.059298515 -0.031324863 -0.094093320
## 6814 Glra1 0.000000000 0.027313710 0.033330917 0.035163403
## 6815 Glra2 -0.047482967 -0.037791730 -0.009851456 0.000000000
## 6816 Glra3 -0.022050858 0.070321080 0.000000000 -0.016015053
## 6817 Glra4 0.192831040 0.080034730 -0.096880910 -0.090323450
## 6818 Glrb 0.014593601 0.079667090 -0.040651320 -0.042507650
## 6819 Glrp1 -0.168046950 -0.106293680 -0.037494183 0.073323730
## 6820 Glrx 0.246726510 0.000000000 -0.181953900 -0.823302750
## 6821 Glrx2 -0.077116966 0.132297520 0.343417170 0.000000000
## 6822 Glrx3 -0.013717651 0.079739570 0.312735560 0.003456116
## 6823 Glrx5 -0.283034320 -0.100807190 0.245249750 0.070386890
## 6824 Gls 0.282826420 -0.151335720 -0.336358070 0.246082300
## 6825 Gls2 -0.078903200 0.003912449 0.145629400 -0.005506516
## 6826 Glt1d1 0.108368870 0.131471160 0.050881863 -0.070139410
## 6827 Glt25d1 -0.032436370 0.080955030 0.220927715 -0.008400680
## 6828 Glt28d2 0.000000000 -0.412920950 -0.212304120 0.422573100
## 6829 Glt6d1 -0.061790943 -0.096098420 -0.072531220 0.002723217
## 6830 Glt8d1 -0.208644390 0.000000000 0.002379417 0.233650210
## 6831 Glt8d2 0.022601128 -0.068893910 0.275671960 -0.059160710
## 6832 Gltp 0.519977570 0.669625300 0.551515600 -0.285679340
## 6833 Gltpd1 -0.312907220 -0.176900390 0.395977500 0.000000000
## 6834 Gltpd2 0.000000000 -0.012442112 0.099270820 0.276903150
## 6835 Gltscr1 0.022277355 -0.286329750 -0.131139280 0.057533740
## 6836 Gltscr1l 0.141909120 0.331359400 0.000000000 0.264404770
## 6837 Gltscr2 -0.041536330 0.099700930 0.000000000 0.140294080
## 6838 Glud1 -0.164499280 -0.081948280 -0.040465355 -0.240845680
## 6839 Glul 0.959312430 1.061080475 0.777772905 -0.376331325
## 6840 Glyat -0.042716503 0.083560940 0.046811580 0.053698540
## 6841 Glyatl3 0.000000000 -0.034784794 0.022929668 0.054480553
## 6842 Glycam1 0.064622880 0.026848793 -0.073682310 -0.191547400
## 6843 Glyctk 0.035070420 0.005928755 0.034237385 0.050238847
## 6844 Glyr1 0.026219368 0.119557380 0.429174420 -0.066036224
## 6845 Gm10012 0.025497437 0.020134926 -0.084061620 -0.250494960
## 6846 Gm10033 0.595542900 0.318948270 0.257776260 0.601388000
## 6847 Gm10037 0.102324486 -0.097533700 -0.227397920 -0.084981440
## 6848 Gm10046 -0.003127098 0.433797840 0.235707280 0.047345160
## 6849 Gm10048 -0.030103683 0.047475815 0.073138240 -0.024054527
## 6850 Gm10052 -0.230714800 -0.141252520 -0.234335900 0.024158478
## 6851 Gm10058 0.079800802 0.066434839 0.024155050 0.067019094
## 6852 Gm10069 -0.006567001 -0.289305200 0.128191470 -0.161071780
## 6853 Gm10081 0.129748340 -0.108414650 -0.031050682 -0.124372005
## 6854 Gm101 -0.031975746 0.020306110 -0.025187970 -0.033835888
## 6855 Gm10104 -0.031814100 0.027284622 -0.037390710 -0.043931484
## 6856 Gm10125 0.105663780 -0.310025700 -0.293765070 -0.051833153
## 6857 Gm10136 0.015034548 0.159798620 -0.050328732 -0.014082909
## 6858 Gm10190 -0.087502000 0.093478200 0.274431230 -0.006329060
## 6859 Gm10210 0.000000000 0.018335342 -0.175640100 0.067821500
## 6860 Gm10220 -0.043865204 -0.011194229 0.031518936 0.099826336
## 6861 Gm10228 0.074481010 -0.005917549 0.015212536 0.040085316
## 6862 Gm10229 -0.050586224 -0.001791000 -0.005236149 0.255270480
## 6863 Gm10248 -0.083593845 -0.129952910 0.053767204 0.347234250
## 6864 Gm10267 0.015717506 0.003816128 0.057757378 -0.009462357
## 6865 Gm10272 0.165469650 -0.275489330 -0.172041900 0.000000000
## 6866 Gm10280 0.040095806 -0.014255524 0.050659180 -0.009525776
## 6867 Gm10318 -0.006931305 -0.126847270 -0.069330215 0.054705620
## 6868 Gm10319 0.070702076 -0.036503790 0.123527050 0.037199974
## 6869 Gm10324 0.033251165 0.017424583 0.006518245 0.030033587
## 6870 Gm10334 -0.109297750 -0.017300129 0.104795456 0.129741670
## 6871 Gm10375 0.013024648 -0.026786884 0.115489404 0.025312106
## 6872 Gm10389 0.167203430 -0.119867800 0.000000000 0.017959118
## 6873 Gm10400 -0.079146385 -0.053220750 0.050846100 0.106394770
## 6874 Gm10404 0.339870930 0.258344170 -0.183157920 0.856142040
## 6875 Gm10406 NA NA NA NA
## 6876 Gm10421 -0.022123814 0.135099890 0.364505770 0.000000000
## 6877 Gm1045 -0.092609880 0.000000000 0.030453682 0.056937218
## 6878 Gm10466 -0.019288063 0.000000000 -0.003995419 -0.073177814
## 6879 Gm10471 -0.064140558 0.076677085 0.008461476 0.008109808
## 6880 Gm10474 0.002086639 0.000000000 -0.029320240 0.072266580
## 6881 Gm10484 0.201063630 -0.103120804 -0.189047810 0.205437180
## 6882 Gm10494 -0.010670185 -0.045810700 0.088488100 0.092513560
## 6883 Gm10512 -0.012502193 0.066956040 -0.086119650 0.754203800
## 6884 Gm10516 -0.312894340 -0.235919480 -0.311289800 -0.023962498
## 6885 Gm10536 0.134739880 0.000000000 0.115433216 0.006263256
## 6886 Gm10548 -0.047022820 -0.199024200 -0.181963920 -0.085503580
## 6887 Gm10551 0.052326680 -0.163001060 -0.101848600 -0.259061800
## 6888 Gm10584 -0.250758650 -0.073108670 -0.165926930 0.466697700
## 6889 Gm10617 0.000000000 0.140275960 -0.094045160 0.308965680
## 6890 Gm10619 -0.004709721 0.036044598 0.032158850 -0.080754280
## 6891 Gm10620 -0.036336900 0.185006140 0.036810398 0.178630350
## 6892 Gm10636 0.018118382 -0.051784040 -0.030676365 -0.050798416
## 6893 Gm10638 -0.212503910 0.021615505 0.000000000 -0.086407660
## 6894 Gm10639 -0.145562650 -0.098245144 0.037530422 0.143224720
## 6895 Gm10649 0.000000000 -0.009030342 0.060368060 0.107542990
## 6896 Gm10653 -0.306682600 -0.116981510 0.048599243 0.000000000
## 6897 Gm10696 0.041176160 0.033188661 0.010095914 0.049542904
## 6898 Gm1070 -0.091490746 -0.002469063 0.117878914 0.044884680
## 6899 Gm10759 0.434360500 -0.509614470 -0.316782000 0.588118100
## 6900 Gm10767 1.302239000 0.323261260 0.087966920 0.193090440
## 6901 Gm10768 0.000000000 -0.039314747 -0.065118790 -0.080679890
## 6902 Gm10778 0.187233920 0.738776700 0.468665600 0.904696000
## 6903 Gm10789 -0.031754970 0.062767030 0.089502810 0.061539650
## 6904 Gm10790 0.000000000 -0.053940773 -0.005645275 0.077387330
## 6905 Gm10818 -0.297059540 -0.053874493 1.135787500 0.188333990
## 6906 Gm10823 0.047694683 0.022059917 0.250702380 -0.009582043
## 6907 Gm10825 0.488574980 0.022475243 0.788845060 0.086905480
## 6908 Gm10845 0.064691070 -0.194565300 -0.174021720 -0.100810530
## 6909 Gm10850 2.153628300 1.239836700 1.630604700 0.668239600
## 6910 Gm10857 -0.121341705 0.009885311 0.083033085 0.163415430
## 6911 Gm10861 0.006193638 -0.008771896 -0.103503230 0.124204636
## 6912 Gm1110 -0.034886837 0.031581400 0.040510178 -0.071351530
## 6913 Gm11190 -0.000334000 -0.007219315 -0.136145590 0.038790703
## 6914 Gm1123 0.159103400 0.036731243 0.104987144 -0.166267400
## 6915 Gm1141 0.081337450 0.106207850 -0.089317800 0.100646970
## 6916 Gm11412 -0.105258465 -0.066317560 0.002192974 0.154257300
## 6917 Gm11426 -0.157698150 0.047906400 0.012616634 -0.150197980
## 6918 Gm11435 -0.029597760 0.013701916 0.033919334 -0.005431652
## 6919 Gm11437 0.311562540 0.035817146 0.043862820 -0.019646645
## 6920 Gm11487 0.013741493 -0.057629585 0.000000000 0.143866060
## 6921 Gm11517 0.179317950 -0.233566760 0.220010760 0.683705330
## 6922 Gm11529 -0.205418110 0.039604187 0.241349220 -0.106828210
## 6923 Gm11541 0.046201706 -0.085371494 0.092884540 -0.081422806
## 6924 Gm11545 -0.104325770 -0.028066158 0.066616535 -0.323252680
## 6925 Gm11559 -0.044674397 -0.057359695 -0.008578777 0.055160046
## 6926 Gm11563 -0.047010420 -0.127637860 -0.026869774 0.028819084
## 6927 Gm11564 0.010194778 -0.099808690 0.023241043 0.048166275
## 6928 Gm11565 0.028991222 -0.083562850 -0.010803223 -0.011186600
## 6929 Gm11567 -0.110555170 0.000219000 0.045773506 0.120696070
## 6930 Gm11711 -0.241757150 -0.259760860 -0.564051400 -0.375849015
## 6931 Gm11744 -0.016316414 0.000000000 -0.022335052 0.184622760
## 6932 Gm11961 0.032004833 0.058387280 0.028572560 -0.172815800
## 6933 Gm11992 0.088173390 -0.051229477 0.045291900 -0.102139470
## 6934 Gm12060 0.225251670 -0.126739030 0.214838500 0.130575180
## 6935 Gm12070 -0.245351553 -0.260123730 0.048629284 -0.251992463
## 6936 Gm12185 -0.081176760 -0.037653446 -0.237228870 0.630283360
## 6937 Gm12191 0.112361050 0.060404014 -0.006131077 -0.022412491
## 6938 Gm12238 0.801587100 0.041878700 -0.902781000 1.157242800
## 6939 Gm12250 -0.118250850 -0.389903070 1.051043500 -0.108087060
## 6940 Gm12253 -0.021206856 0.052961350 0.113905430 0.070100310
## 6941 Gm12298 0.013313770 -0.077231410 -0.001060963 0.078140260
## 6942 Gm12597 -0.110369680 0.024382591 -0.134213450 -0.159976480
## 6943 Gm12669 0.030308723 0.106037620 -0.041118620 -0.142845630
## 6944 Gm12695 0.002237797 0.000000000 0.040611744 -0.011395454
## 6945 Gm12794 -0.084115505 0.000000000 -0.163708210 0.000000000
## 6946 Gm128 0.082330704 0.341187480 -0.075895790 0.000000000
## 6947 Gm12830 -0.067095280 0.060748100 0.040800095 0.000000000
## 6948 Gm12888 -0.089159966 -0.046230316 0.051384926 0.132828710
## 6949 Gm129 0.407122150 0.399950505 -0.059497835 0.527815350
## 6950 Gm12942 0.069833280 0.043688774 0.437129020 -0.226614480
## 6951 Gm13011 -0.203746320 0.044062614 0.020598888 0.046658993
## 6952 Gm13023 0.024624825 -0.067676544 0.000000000 -0.037818430
## 6953 Gm13033 -0.139616010 0.064477920 0.106095314 -0.048568726
## 6954 Gm13034 -0.053503990 0.000000000 -0.205507760 0.336862100
## 6955 Gm13040 0.064541182 0.001543204 -0.001009898 -0.012521903
## 6956 Gm13051 -0.201066653 -0.419071677 0.024392287 0.147843840
## 6957 Gm13102 0.004783154 0.074329376 -0.088313580 0.229527950
## 6958 Gm13103 -0.017058372 -0.051859856 0.414541720 0.406629100
## 6959 Gm13119 0.041913033 0.047122480 -0.008634090 -0.072888850
## 6960 Gm13125 0.144418720 -0.001207352 0.045588970 -0.046525955
## 6961 Gm13139 -0.083252430 -0.393810750 -0.001062870 0.292876240
## 6962 Gm13154 -0.125878213 -0.197553755 -0.130636215 0.677682398
## 6963 Gm13177 0.043652534 0.000000000 -0.054584980 0.053469180
## 6964 Gm13178 0.026426792 0.078086850 -0.097329620 -0.022848606
## 6965 Gm1322 -0.017530441 -0.056565285 0.000000000 0.011447430
## 6966 Gm1323 0.034245014 0.010441780 0.246038440 -0.154151440
## 6967 Gm13238 -0.075064022 -0.134884834 -0.306857427 0.121101697
## 6968 Gm13242 -0.091785430 0.087860110 0.041287900 0.183921340
## 6969 Gm13251 -0.333000180 -0.419839860 0.000000000 0.172687530
## 6970 Gm13271 -0.017069817 0.138909055 -0.002812767 0.162214946
## 6971 Gm13280 0.038916110 0.000000000 0.194078920 -0.062749386
## 6972 Gm13290 -0.194036000 -0.080543040 0.084604740 0.403532980
## 6973 Gm13306 0.401339530 0.649244550 1.094442350 0.032106877
## 6974 Gm13363 0.005599976 -0.041346550 0.000000000 -0.401813500
## 6975 Gm13375 0.225919250 0.012268543 -0.422273160 -0.140339850
## 6976 Gm13476 -0.109209060 -0.444933900 -0.349784850 -0.254413130
## 6977 Gm13498 0.091010570 -0.047701360 0.058995724 -0.190835950
## 6978 Gm136 -0.017443180 -0.087011814 0.030584812 0.224155430
## 6979 Gm13691 0.198423521 0.024935586 0.480375427 0.366959710
## 6980 Gm13749 0.024645805 0.000000000 -0.085196020 0.169174670
## 6981 Gm13889 0.123989105 0.062247276 0.305502900 -0.123462200
## 6982 Gm13939 0.067805290 -0.307542800 0.833778400 0.132104870
## 6983 Gm14005 -0.419262875 -0.316770315 -0.353018536 0.275134570
## 6984 Gm14047 -0.047492980 0.000000000 -0.010498524 0.088604930
## 6985 Gm14085 -0.150187490 -0.202590940 0.000000000 1.004215700
## 6986 Gm14092 -0.005228043 -0.054802895 0.105881214 -0.064132210
## 6987 Gm14123 0.077950000 0.000000000 -0.062403202 -0.127662660
## 6988 Gm14137 -0.108170510 0.000000000 -0.146298890 -0.173923970
## 6989 Gm14207 -0.151357650 0.648964900 -0.610727300 0.721193300
## 6990 Gm14288 0.328526970 0.453771100 0.182998660 0.191048150
## 6991 Gm14305 0.335213343 0.498781533 0.244250617 -0.050089201
## 6992 Gm14379 0.006920338 -0.200527670 -0.071600440 -0.077471256
## 6993 Gm14391 0.216823100 0.397648335 0.269738675 0.006023884
## 6994 Gm14403 0.877277400 0.573638440 0.000000000 0.002563953
## 6995 Gm14420 0.225914960 0.334838870 0.314089780 0.221683500
## 6996 Gm14430 0.328018323 0.436345373 0.198095866 -0.046170916
## 6997 Gm14432 0.336468700 0.537119870 0.273279200 -0.053426743
## 6998 Gm14461 -0.094347480 -0.074439526 0.128343580 -0.069421290
## 6999 Gm14483 0.033780779 0.064129284 -0.002351423 0.111876829
## 7000 Gm14484 0.053208590 0.056320905 0.027422667 0.042432787
## 7001 Gm14492 -0.011948109 0.000000000 0.042770386 -0.007937431
## 7002 Gm14501 0.054272650 0.010683537 -0.024386883 0.026123524
## 7003 Gm14702 0.118789670 -0.268603320 -0.176223750 0.592572200
## 7004 Gm14743 0.002695084 0.001002312 -0.031896590 0.089737890
## 7005 Gm14744 0.015867950 0.007235289 -0.038778067 0.081892015
## 7006 Gm14812 0.058691500 0.018054962 0.134283540 0.175618650
## 7007 Gm14850 -0.047194004 0.000000000 -0.042094707 -0.008250713
## 7008 Gm14851 -0.063717365 -0.069938180 -0.195692060 0.014398575
## 7009 Gm14920 -0.102432250 0.002853155 0.031440020 -0.094571590
## 7010 Gm15107 -0.042715073 0.035521984 0.032771587 0.042125702
## 7011 Gm1527 -0.041904450 -0.001194954 0.043440342 0.077441690
## 7012 Gm15284 -0.001465797 0.067939280 0.000000000 -0.006807327
## 7013 Gm15315 0.000587000 0.036324500 -0.069095135 -0.108200070
## 7014 Gm15348 0.000000000 0.016629696 0.099725250 0.000000000
## 7015 Gm15427 -0.179612160 0.084108350 -0.083559990 0.083962440
## 7016 Gm15455 -0.404986380 -0.252123830 -0.225400920 0.000000000
## 7017 Gm1549 -0.029968262 -0.023323060 -0.072497370 0.185656070
## 7018 Gm1553 0.054777145 0.042142390 0.000000000 0.000000000
## 7019 Gm156 0.000000000 -0.025589943 0.000000000 0.000000000
## 7020 Gm1564 0.008673191 0.014721394 0.111188410 -0.092932224
## 7021 Gm15698 -0.084167003 -0.081741570 0.004519223 0.047218084
## 7022 Gm15760 0.327758300 -0.120536804 0.085296154 0.275989530
## 7023 Gm15772 0.019843102 0.159219740 -0.125808720 0.000000000
## 7024 Gm15800 0.203255650 0.132651330 0.145620350 0.153774260
## 7025 Gm1587 -0.109718800 -0.017465115 -0.133182050 -0.105938910
## 7026 Gm1604b -0.032844782 0.010218859 0.057023050 0.013098717
## 7027 Gm16287 0.020501137 -0.158177850 0.050899982 -0.141539570
## 7028 Gm1631 0.000000000 0.023507118 0.022383213 0.022790432
## 7029 Gm16378 0.022306920 0.513463000 -0.054599762 0.308127400
## 7030 Gm16381 0.115400790 0.074445250 0.350977900 -0.077163700
## 7031 Gm16386 0.334269050 0.154622080 0.526354300 0.310371880
## 7032 Gm16387 0.065299510 -0.019441605 0.066321370 -0.009931564
## 7033 Gm16432 -0.200150010 -0.042195797 -0.058128834 -0.105915550
## 7034 Gm16484 0.016440868 0.136267660 0.000000000 -0.116173270
## 7035 Gm16486 -0.079282284 -0.156700610 0.060544968 0.039144040
## 7036 Gm16490 0.021122456 0.287817480 -0.019933700 0.062314510
## 7037 Gm16494 0.020253181 0.057179450 0.281972900 -0.823716640
## 7038 Gm16497 -0.087008476 -0.067553520 -0.035849094 0.102081300
## 7039 Gm16498 0.000000000 -0.058052540 0.058817387 -0.019566536
## 7040 Gm16505 -0.040387630 -0.050364017 0.129716400 -0.034368990
## 7041 Gm16509 0.013053894 0.038408756 0.000000000 -0.074032780
## 7042 Gm16515 0.099317074 0.134049420 0.000000000 -0.369733800
## 7043 Gm16516 -0.133213040 0.142720220 0.353578570 -0.088711740
## 7044 Gm16551 -0.157032970 0.030980587 0.004492760 -0.115673540
## 7045 Gm1661 0.003016949 -0.030045986 -0.121004105 -0.043768883
## 7046 Gm16686 0.231464860 -0.041987420 -0.011682510 0.000000000
## 7047 Gm1673 0.000525000 -0.091851234 0.071534160 0.064921856
## 7048 Gm17252 0.004101276 0.066485405 -0.000358000 -0.017087460
## 7049 Gm17296 0.230117320 0.379201400 0.206712720 -0.105676650
## 7050 Gm17359 -0.187205790 0.197910310 0.180543420 0.020319939
## 7051 Gm17384 -0.063732150 -0.064401630 0.012065411 -0.016192436
## 7052 Gm1758 -0.082397460 0.130121230 -0.138439660 -0.019838333
## 7053 Gm17759 -0.009251595 -0.064121720 -0.094519615 -0.033624650
## 7054 Gm1943 0.000000000 -0.524340150 0.175151350 0.199705120
## 7055 Gm1965 -0.050158024 -0.126820090 -0.241419790 0.074862480
## 7056 Gm1968 -0.117467880 0.002671242 0.092261790 -0.094408035
## 7057 Gm1971 0.170163150 -0.135017400 -0.089957240 0.595359300
## 7058 Gm20557 0.014914513 0.004972935 0.142354970 0.150618080
## 7059 Gm20735 -0.136457920 0.123171330 -0.123675820 -0.023489952
## 7060 Gm20736 0.107672533 0.076834041 0.056036791 -0.100794315
## 7061 Gm20738 0.218507525 0.090804815 0.033185006 -0.042234421
## 7062 Gm20747 0.208567620 0.094873905 0.032371998 0.015137672
## 7063 Gm20815 0.233389020 0.094524383 0.005547404 -0.041175127
## 7064 Gm20831 0.006084919 0.207706450 -0.031113148 -0.016342163
## 7065 Gm20867 0.162274840 0.114675045 0.046802044 -0.048958780
## 7066 Gm20871 0.134958028 -0.005869150 0.085044385 -0.173916818
## 7067 Gm216 0.027862549 -0.062788490 -0.088932514 -0.037760258
## 7068 Gm2173 0.473814960 0.257520680 0.444380760 0.042493820
## 7069 Gm21943 0.179493430 0.089629170 0.024076462 -0.004246235
## 7070 Gm22 0.047189713 -0.129581930 -0.065255165 -0.001699925
## 7071 Gm2382 0.771098140 0.066247940 0.093145370 -0.380819800
## 7072 Gm2511 -0.298725600 -0.044026375 0.249338150 0.118830204
## 7073 Gm2524 -0.311946400 -0.282124520 0.339095120 0.017375470
## 7074 Gm2657 0.158067700 0.013291359 0.168483730 -0.052285670
## 7075 Gm266 0.254511830 -0.329018600 -0.121858600 -0.013650417
## 7076 Gm2701 -0.138117790 -0.262249950 0.000000000 -0.016777992
## 7077 Gm2799 NA NA NA NA
## 7078 Gm2837 0.000000000 -0.025404453 0.110784054 -0.043421745
## 7079 Gm2889 0.000000000 -0.099376680 -0.189778330 0.148412700
## 7080 Gm2897 -0.261927850 -0.534189460 -0.218075275 2.253816350
## 7081 Gm2a -0.165685650 -0.394547460 0.115033150 -0.877987400
## 7082 Gm3002 NA NA NA NA
## 7083 Gm3079 -0.008007050 0.099758150 0.063524246 -0.012732506
## 7084 Gm3086 0.256934170 -0.222871300 -0.075402740 0.488897800
## 7085 Gm311 0.005280495 -0.009423256 -0.003258705 -0.011534214
## 7086 Gm3258 -0.039823532 -0.018393517 0.061186790 -0.156147000
## 7087 Gm3315 -0.120336530 -0.178968900 0.267945770 0.087069510
## 7088 Gm340 -0.172430040 0.008130074 0.267072680 -0.068112850
## 7089 Gm3579 -0.605257360 -0.419927600 -0.762672433 -0.104330380
## 7090 Gm3696 -0.885198600 -0.995157250 -0.664117550 2.383093150
## 7091 Gm3771 0.061380386 0.126405720 -0.099337580 -0.229447840
## 7092 Gm382 0.061135770 -0.002413750 0.031268120 -0.133684160
## 7093 Gm3893 0.353575867 0.425448417 -0.128755887 -0.323890210
## 7094 Gm4005 0.636521800 -0.041622640 -0.920366300 0.764653700
## 7095 Gm4085 0.000000000 -0.011563301 0.095178130 -0.065728664
## 7096 Gm410 0.000000000 0.062067030 -0.049435616 -0.129509930
## 7097 Gm428 0.046330452 0.183083534 0.129306889 -0.142061616
## 7098 Gm4302 -0.015095234 -0.004262447 0.040257930 0.152277000
## 7099 Gm4324 0.091465950 -0.190612320 0.183088780 0.029167175
## 7100 Gm4340 -0.053191185 0.045377254 -0.025864601 -0.038532257
## 7101 Gm4371 -0.125048640 0.126407150 0.002800465 -0.260599600
## 7102 Gm4469 -0.071606636 0.000000000 0.004355907 0.103413580
## 7103 Gm4532 -0.022260189 0.286173820 -0.223252300 0.225178240
## 7104 Gm4638 0.811781064 0.157672336 -0.664471898 0.559473856
## 7105 Gm4671 0.812943164 0.156787967 -0.660583450 0.561867051
## 7106 Gm4745 -0.046857834 0.121791360 -0.048488617 0.015043259
## 7107 Gm4759 -0.206204890 -0.142910480 -0.322992800 -0.095400330
## 7108 Gm4763 0.031765938 0.052902700 0.044964314 -0.050900936
## 7109 Gm4787 0.104557752 0.045875800 0.000896215 0.170951368
## 7110 Gm4788 0.185816290 0.121355530 0.238521100 0.349782940
## 7111 Gm4792 0.097066400 -0.018181800 -0.040299892 0.035580635
## 7112 Gm4794 -0.007682324 0.034700394 0.062722680 0.056225777
## 7113 Gm4801 0.137096880 0.274634840 0.407047750 0.255752560
## 7114 Gm4802 0.106496334 -0.036377907 -0.000831000 0.000000000
## 7115 Gm4841 -0.348493100 -0.633165840 -0.329673300 0.142645840
## 7116 Gm4847 0.020251751 0.041696550 0.145988940 -0.011179447
## 7117 Gm4858 0.025255680 0.070078850 0.003245354 -0.073447230
## 7118 Gm4861 -0.047111510 0.037599564 0.054822445 -0.157866950
## 7119 Gm4862 0.060965060 0.198566440 0.270011430 0.015079975
## 7120 Gm4869 -0.076457500 0.014862537 0.071464540 -0.178493980
## 7121 Gm4871 0.184455400 -0.432412150 0.188696380 -0.024402142
## 7122 Gm4881 0.063446520 0.000000000 0.197997570 -0.230428220
## 7123 Gm4884 -0.013432980 -0.022415161 -0.134109970 0.123311040
## 7124 Gm4894 0.163238530 0.010766983 0.087326530 -0.022244453
## 7125 Gm4907 -0.024919510 -0.014273167 0.115757940 -0.081960200
## 7126 Gm4922 -0.064033510 -0.103280070 -0.052127838 -0.233622070
## 7127 Gm4924 -0.148735530 0.010040045 0.526069630 0.268358706
## 7128 Gm4925 0.022675991 0.024878025 0.048574448 -0.104105950
## 7129 Gm4937 0.019884110 0.078058240 -0.007453919 0.091067790
## 7130 Gm4951 -0.863124850 -1.058831200 -0.938780800 0.000000000
## 7131 Gm4952 0.064481260 -0.037972450 -0.010402679 0.098759174
## 7132 Gm4956 0.007651806 -0.047038555 0.014682293 0.000000000
## 7133 Gm4971 0.003462315 0.004745245 0.349971775 0.010351659
## 7134 Gm4981 0.084593770 0.060451508 0.073009970 -0.038247110
## 7135 Gm4983 0.209071160 -0.019947052 -0.118516445 0.194854260
## 7136 Gm4987 0.068640710 -0.132006650 -0.218709470 -0.097774030
## 7137 Gm4988 0.059916973 -0.061193466 0.044187070 0.065267560
## 7138 Gm4990 0.037853718 -0.045328140 0.082551956 0.092045784
## 7139 Gm501 -0.048401833 -0.208426000 -0.068027020 0.000000000
## 7140 Gm5037 -0.033912180 0.058435440 0.117670536 -0.149560930
## 7141 Gm5039 -0.009427547 -0.002252579 -0.017506600 0.050956726
## 7142 Gm5065 0.000000000 -0.130143170 -0.010312080 -0.175101280
## 7143 Gm5069 0.339194770 -0.024337292 0.673740400 0.113514420
## 7144 Gm5072 -0.053447565 -0.021008968 -0.015727838 0.030307134
## 7145 Gm5077 0.000000000 -0.108216760 -0.000072000 0.035968780
## 7146 Gm5082 -0.162504670 0.036990643 0.008141518 -0.000091100
## 7147 Gm5087 -0.059360027 -0.039610386 0.120100975 0.089777950
## 7148 Gm5089 0.031102180 0.171948430 -0.031741620 0.000000000
## 7149 Gm5105 0.197182418 -0.018695594 0.107492208 -0.001003504
## 7150 Gm5111 0.129659180 0.013035297 -0.050818443 0.000000000
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## 7152 Gm5114 0.083791730 -0.487948900 -0.226638320 -0.457492830
## 7153 Gm5115 0.000000000 -0.176305300 -0.234821800 0.044672490
## 7154 Gm5124 0.351762770 0.071792600 0.383515830 0.223680500
## 7155 Gm5127 0.843999400 0.577777860 1.425073600 0.010489464
## 7156 Gm5128 0.005493641 -0.000018400 0.057930470 -0.025007725
## 7157 Gm5129 -0.280921940 -0.330595500 0.024945260 -0.090579030
## 7158 Gm5134 -0.047442436 0.035394190 -0.025645256 -0.120925430
## 7159 Gm5136 0.122961520 -0.026856422 0.040990353 -0.172771930
## 7160 Gm5142 -0.043038845 -0.022493362 -0.199483400 0.057024002
## 7161 Gm5148 0.421708580 0.271345620 0.030611515 0.190171720
## 7162 Gm5150 -0.038428783 -0.262543200 -0.090316770 -0.034460068
## 7163 Gm5168 -0.010305166 0.098613025 0.014373779 0.026477814
## 7164 Gm5169 0.006173611 0.088564870 0.060951710 0.036250114
## 7165 Gm5172 0.069640160 0.287764070 0.000000000 0.208309170
## 7166 Gm5174 0.401218400 -0.208234310 -0.325037480 -0.159287450
## 7167 Gm5176 -0.188441280 -0.287554260 0.171199800 0.165917400
## 7168 Gm5177 -0.278470040 -0.165311810 -0.024045944 -0.506143570
## 7169 Gm525 0.176831720 0.117358210 -0.072738170 -0.239198210
## 7170 Gm527 0.000000000 0.427534580 0.541228800 -0.181412700
## 7171 Gm5294 -0.053287506 0.114711285 0.149920460 -0.193010800
## 7172 Gm5299 -0.079738620 -0.096709250 -0.194714550 0.011047363
## 7173 Gm5334 -0.067042350 0.017197609 0.095773700 0.140267370
## 7174 Gm5346 -0.272310730 -0.075037480 0.285106660 -0.134105680
## 7175 Gm5382 0.030179500 0.086063860 0.054856300 0.080805780
## 7176 Gm5409 -0.100981710 -0.027362823 0.035649300 0.070475100
## 7177 Gm5414 0.068336490 -0.022919178 0.119977474 -0.026281834
## 7178 Gm5415 0.128675225 -0.228824615 -0.417993545 0.386221170
## 7179 Gm5416 -0.050737380 0.123804570 -0.015131474 0.057588100
## 7180 Gm5431 -0.199402810 -0.079203130 -0.218019960 -0.133908270
## 7181 Gm5434 0.035795210 0.017402172 0.000000000 0.069753650
## 7182 Gm5458 -0.305038533 -0.417566137 -0.365566655 2.178693383
## 7183 Gm5460 -0.068037030 -0.154132370 -0.052620410 0.029335976
## 7184 Gm5464 0.061598778 0.232322700 0.000000000 0.097033980
## 7185 Gm5468 -0.028142452 0.074681280 0.019021511 0.072948930
## 7186 Gm5478 0.000000000 0.041632175 0.201017860 0.168479440
## 7187 Gm5488 -0.130654340 -0.262982850 -0.494686600 -0.324787140
## 7188 Gm5512 -0.189071180 -0.197072030 -0.321368700 0.059298515
## 7189 Gm5523 -0.213306430 -0.254524230 0.045758247 -0.219100950
## 7190 Gm5531 0.020555020 -0.024408817 -0.058832645 0.308112140
## 7191 Gm5544 -0.050302982 0.016679287 -0.001788616 0.157147880
## 7192 Gm5577 0.066794870 0.006980419 0.103890896 0.000000000
## 7193 Gm5589 -0.240139480 -0.548516300 -0.490377900 0.600957400
## 7194 Gm5590 0.075254920 0.111719130 0.000000000 0.000000000
## 7195 Gm5591 -0.012059212 0.000000000 -0.094802380 -0.004282951
## 7196 Gm5592 -0.144733900 -0.028858185 -0.087628840 -0.147722720
## 7197 Gm5595 0.968811040 0.620778560 0.832532900 0.396965500
## 7198 Gm5607 -0.087745190 -0.009842873 0.111596110 0.103394985
## 7199 Gm561 0.765835760 0.268906600 0.563570000 -0.505932330
## 7200 Gm5615 -0.089052680 -0.041379930 0.141611100 0.220982070
## 7201 Gm5617 -0.248140810 0.275277600 0.191962240 -0.587325100
## 7202 Gm5622 -0.064560733 -0.072645029 0.067451158 0.069709142
## 7203 Gm5627 0.028178692 -0.190424920 0.149520870 -0.048487663
## 7204 Gm5635 0.000000000 -0.133689400 -0.095289710 0.036017895
## 7205 Gm5643 -0.249840740 -0.142867090 -0.427413000 0.089653015
## 7206 Gm5662 -0.092725515 -0.050873280 -0.014383317 -0.089490175
## 7207 Gm5712 0.015690804 -0.028447628 -0.193389900 0.078308580
## 7208 Gm572 0.143693920 0.016025543 0.000000000 -0.043536186
## 7209 Gm5737 -0.015206337 0.008075714 0.000000000 0.080374720
## 7210 Gm5766 -0.059070587 0.066720010 -0.093399050 -0.117627144
## 7211 Gm5771 -0.007629871 0.031199455 -0.018475056 0.093185900
## 7212 Gm5779 -0.110297680 -0.017823696 -0.138346200 -0.109927654
## 7213 Gm5796 -0.327453600 -0.608229160 -0.402319900 2.851409000
## 7214 Gm5800 0.026881218 -0.080478670 0.152132030 0.165068630
## 7215 Gm5803 -0.256032000 -0.119840620 -0.433517460 0.141085620
## 7216 Gm5820 -0.027813435 -0.183238030 0.000000000 0.079782486
## 7217 Gm5878 -0.040667296 -0.023451567 0.017339470 0.020949841
## 7218 Gm5886 0.023465157 0.020421982 0.044965744 0.078877926
## 7219 Gm5891 NA NA NA NA
## 7220 Gm5919 -0.008460999 -0.173095700 0.000000000 -0.043560505
## 7221 Gm5941 0.072684290 -0.070648190 -0.004045963 -0.075989250
## 7222 Gm597 -0.037267208 -0.079763410 -0.060884476 0.022054195
## 7223 Gm6020 0.100127700 0.068158150 0.171216960 -0.045894623
## 7224 Gm6026 -0.046945333 0.000000000 -0.018658877 0.079170703
## 7225 Gm6034 -0.017838478 0.067828655 -0.141488550 -0.277721880
## 7226 Gm608 0.265680300 0.084963800 -0.011417389 0.719032300
## 7227 Gm6084 0.020390987 -0.063123226 0.132973670 -0.016716480
## 7228 Gm6086 0.096833706 0.096363070 -0.177626610 0.117681500
## 7229 Gm609 3.928187400 3.422681800 4.372550000 -0.047255040
## 7230 Gm6133 -0.077566620 0.051401615 -0.017581940 -0.038945198
## 7231 Gm614 -0.619505900 -1.777410500 -1.833869900 0.433346270
## 7232 Gm6194 -0.030899048 -0.074602130 0.083618640 0.135688780
## 7233 Gm6233 1.465282900 0.839744570 0.488893030 0.054958344
## 7234 Gm6251 -0.044360638 0.035390377 -0.262894150 0.206168650
## 7235 Gm626 -0.015966518 0.020247459 -0.010890926 -0.004143445
## 7236 Gm6377 0.314063070 0.305998330 -0.114492420 -0.244507310
## 7237 Gm6406 -0.111403465 -0.066394330 0.070086956 0.049689770
## 7238 Gm6422 0.023758888 0.158031460 0.001495838 -0.017347813
## 7239 Gm6455 0.042704582 0.008492827 -0.024966955 0.006368756
## 7240 Gm648 -0.089900490 0.004371643 0.145283700 0.021538734
## 7241 Gm6484 -0.110543250 0.010415077 -0.020667076 0.196249960
## 7242 Gm6498 0.276868340 0.121524810 -0.238861560 0.234070780
## 7243 Gm6531 0.035210133 -0.133934020 -0.251890180 0.062869550
## 7244 Gm6548 0.435641300 0.472166060 0.217527390 0.000000000
## 7245 Gm6578 0.086820600 0.009575844 -0.042028427 0.062720300
## 7246 Gm6583 -0.179334640 -0.180487630 0.125146390 0.172002320
## 7247 Gm6588 0.007844448 0.000000000 0.108288765 0.059635162
## 7248 Gm6600 0.113121510 0.041496277 -0.004947662 0.146883490
## 7249 Gm6607 -0.040383340 0.039328100 0.071996210 0.000000000
## 7250 Gm6614 0.000000000 -0.016057968 0.000000000 -0.104722020
## 7251 Gm6623 -0.181414130 -0.084155560 0.000000000 0.288933280
## 7252 Gm6639 -0.028244019 0.029257298 0.006795406 0.069429400
## 7253 Gm6642 0.460785870 0.004709721 0.055656433 -0.144885540
## 7254 Gm6644 -0.444351830 -0.144245147 0.098231953 -0.150386810
## 7255 Gm6653 0.000000000 0.060719967 -0.185541150 -0.052305700
## 7256 Gm6657 0.059235573 0.104790690 -0.032932280 -0.027440548
## 7257 Gm6661 -0.148488040 -0.057455540 0.214229580 0.039976120
## 7258 Gm6682 -0.310611720 -0.400072100 -0.466340070 -0.445226670
## 7259 Gm6696 0.017155170 0.032808304 0.012842178 -0.009519577
## 7260 Gm6710 0.389680860 0.472794530 0.501112000 0.217750550
## 7261 Gm6712 0.367697240 -0.143297200 -0.980423450 -0.098073480
## 7262 Gm6762 -0.109606740 -0.235030650 -0.427581800 -0.207871910
## 7263 Gm6779 -0.043649673 0.119849205 -0.000184000 0.128714080
## 7264 Gm6787 -0.192957400 0.014317513 0.031196594 0.211040500
## 7265 Gm6792 0.091635230 0.262665270 -0.036720753 0.117805480
## 7266 Gm6795 0.001380920 -0.059994698 0.058612823 0.027875900
## 7267 Gm6810 -0.014153004 -0.010928154 0.004491806 -0.042769432
## 7268 Gm6812 -0.043519021 -0.083595038 0.064815283 -0.008925200
## 7269 Gm6815 0.185225490 -0.029888630 -0.122519970 -0.079666615
## 7270 Gm6835 0.037321090 0.229392050 0.035271168 -0.031955720
## 7271 Gm6878 0.138609890 -0.083117960 0.003485680 -0.106289390
## 7272 Gm6927 0.036871910 -0.036789894 0.162348270 0.117385390
## 7273 Gm6937 0.023837090 -0.035787106 -0.126947880 -0.046542645
## 7274 Gm694 1.167607300 1.547266500 2.028802900 0.104889390
## 7275 Gm6981 -0.334741600 -0.149938580 0.000000000 -0.333848950
## 7276 Gm6985 0.175685880 -0.235874650 0.000000000 -0.244638920
## 7277 Gm7030 -0.290023325 -0.281377076 -0.264526846 -0.105637790
## 7278 Gm7092 -0.121938230 -0.017881870 -0.177406310 0.085335255
## 7279 Gm7098 -0.055508614 0.049408913 0.150748250 0.098651886
## 7280 Gm7102 0.088420870 0.044654846 0.295184140 -0.031158447
## 7281 Gm711 -0.076721190 -0.021358013 0.188796520 0.085388180
## 7282 Gm7120 -0.132279400 0.503015500 0.494072440 0.772312160
## 7283 Gm7165 0.000000000 -0.006732941 -0.019306183 0.004627705
## 7284 Gm7168 0.173522000 0.043312073 0.124696730 -0.092805860
## 7285 Gm7173 0.002451897 -0.029603481 0.072282314 -0.004201889
## 7286 Gm7241 -0.146438120 -0.231401920 -0.451045500 -0.473078730
## 7287 Gm7246 0.214385510 0.022912502 0.068114280 0.021559238
## 7288 Gm7247 -0.014252186 -0.041602135 -0.079370500 -0.058573723
## 7289 Gm725 -0.052917957 0.002915859 0.000000000 0.180422300
## 7290 Gm7254 -0.018714428 0.000000000 0.025741577 -0.063830850
## 7291 Gm7257 0.044688700 0.012614727 0.000000000 0.133033750
## 7292 Gm7265 0.000000000 -0.346950050 -0.234176640 0.300215720
## 7293 Gm7298 -0.091899870 -0.092042446 -0.066367150 0.032219887
## 7294 Gm732 -0.060804844 -0.092381954 0.058355330 -0.017757893
## 7295 Gm7325 0.120967390 0.000000000 0.000000000 0.000000000
## 7296 Gm7337 0.075652600 -0.020798206 0.110546590 -0.037531376
## 7297 Gm7367 -0.125200510 -0.153231620 0.193590405 0.142171860
## 7298 Gm7388 -0.080211640 0.058375360 0.280761240 0.108582500
## 7299 Gm7444 -0.096056460 0.072508335 0.117430210 -0.145422940
## 7300 Gm7520 -0.079890730 0.167496200 0.141888140 0.002343178
## 7301 Gm7534 -0.112329480 0.126354220 0.003642559 0.127860070
## 7302 Gm757 -0.203902240 0.020915508 0.082331660 0.048666954
## 7303 Gm7609 -0.435607915 -0.213646410 -0.427020790 2.739268050
## 7304 Gm766 -0.032724380 -0.128951550 0.147641180 0.049413204
## 7305 Gm773 0.007069588 0.010661125 0.022876263 0.032734394
## 7306 Gm7849 -0.067059755 -0.000610590 -0.181319235 0.058875324
## 7307 Gm7957 0.002320290 0.097867010 -0.028083801 0.113473415
## 7308 Gm806 0.010448456 -0.062896730 0.082052710 0.068365100
## 7309 Gm8074 -0.049805164 -0.038905144 -0.090299610 -0.038905144
## 7310 Gm8095 0.034315110 0.119569780 -0.082366470 -0.301050660
## 7311 Gm8096 -0.002277374 0.000000000 0.006936073 0.149600980
## 7312 Gm813 0.000000000 0.029500008 0.008516312 -0.078628060
## 7313 Gm8140 0.199108600 -0.127843860 0.059586525 -0.143417360
## 7314 Gm815 0.000000000 0.000000000 0.237945080 0.048139572
## 7315 Gm8211 0.050373554 0.028183937 -0.037009716 0.034213543
## 7316 Gm826 -0.187664510 -0.231072430 -0.309343340 -0.229298110
## 7317 Gm829 0.013144970 -0.038783550 0.194566250 0.027654648
## 7318 Gm8300 -0.246413070 0.018618425 0.110915820 -0.344920637
## 7319 Gm833 -0.074132440 -0.117476460 0.115280630 -0.119444370
## 7320 Gm839 -0.079274654 0.067201614 0.109023570 0.000000000
## 7321 Gm847 -0.101108550 -0.054873943 -0.022246360 -0.006974220
## 7322 Gm8479 0.118859290 -0.055761814 0.174983020 0.138578410
## 7323 Gm853 0.000000000 0.053515910 0.156986240 0.000000000
## 7324 Gm8560 -0.257920270 -0.003442764 -0.074162480 0.245300300
## 7325 Gm8580 -0.059348106 0.174621580 0.046281815 -0.299588200
## 7326 Gm8615 -0.355633743 -0.241703995 -0.142436742 0.228674410
## 7327 Gm8675 0.080377100 0.069720270 0.124367240 -0.274487020
## 7328 Gm8773 0.159760480 -0.065088750 -0.124874590 -0.075836180
## 7329 Gm884 -0.000616000 -0.096279620 0.000000000 -0.105405330
## 7330 Gm8884 0.013656139 -0.015729904 0.027010918 -0.053074837
## 7331 Gm8912 0.059703031 0.124314627 -0.169586657 -0.154401142
## 7332 Gm8944 0.104994773 0.144918440 -0.201457817 -0.252823197
## 7333 Gm8979 0.119200705 -0.244969370 -0.458201415 0.421674255
## 7334 Gm8985 2.665366600 2.605749600 0.829822540 -0.201007370
## 7335 Gm8994 -0.138651850 -0.011077404 -0.040385246 0.229913710
## 7336 Gm8995 -0.259258270 -0.439487460 -0.653433800 0.361940380
## 7337 Gm9 -0.042745113 -0.023812770 0.236742500 0.000000000
## 7338 Gm904 -0.150759220 -0.021491528 -0.006992340 0.000000000
## 7339 Gm906 -0.114233973 -0.017617941 -0.024900676 -0.042439223
## 7340 Gm9104 0.037507057 0.103631970 -0.037890434 0.063777920
## 7341 Gm9125 -0.007368088 0.156594755 0.267277240 -0.072846413
## 7342 Gm9132 -0.231276040 -0.070930480 -0.085051060 0.070817470
## 7343 Gm9292 0.285740850 -0.109484196 0.100550650 0.089472770
## 7344 Gm9372 0.015559673 0.006756783 0.092704296 -0.189456460
## 7345 Gm9374 -0.087323666 0.154769420 -0.073580265 0.000000000
## 7346 Gm94 -0.108756540 0.041448593 -0.124750140 0.106469154
## 7347 Gm9457 0.172111030 0.067976475 0.080521580 0.043898106
## 7348 Gm9513 0.098461150 -0.048701286 -0.479755400 0.212003710
## 7349 Gm9558 0.104807850 0.035711290 -0.040134430 -0.105692860
## 7350 Gm9573 -0.046289920 -0.063353540 -0.002889156 -0.064801690
## 7351 Gm97 0.002575398 0.017857552 -0.048099995 -0.052982330
## 7352 Gm9705 -0.033227444 0.010636330 0.175315860 -0.076785564
## 7353 Gm973 -0.152915950 0.013259888 0.105273250 -0.099630356
## 7354 Gm9733 -0.047175884 -0.063490390 0.000000000 -0.040252210
## 7355 Gm9767 -0.058650017 0.048516273 0.058838367 -0.013956070
## 7356 Gm9871 0.083281520 0.012345314 -0.035324574 0.045145990
## 7357 Gm9885 0.010849953 -0.139976980 0.061311245 0.000000000
## 7358 Gm9897 -0.511583800 0.638976100 -0.593097200 0.426257600
## 7359 Gm9899 -0.098732950 0.059192180 -0.079839230 -0.106641770
## 7360 Gm9908 0.069738390 0.157343860 0.332334520 0.117307186
## 7361 Gm9911 -0.038823128 -0.062021732 0.053549767 0.065783024
## 7362 Gm9959 0.297421460 -0.070036890 0.297079560 0.589199540
## 7363 Gm996 -0.073529720 -0.104340080 0.052595140 0.194336890
## 7364 Gm9961 -0.055934430 0.066658500 -0.036395550 0.064977170
## 7365 Gm9992 0.031287193 -0.203725810 -0.020371914 0.067011360
## 7366 Gm9999 -0.059063435 0.000000000 -0.141808030 -0.007836819
## 7367 Gmcl1 0.035693170 -0.237573620 0.327847480 0.194581030
## 7368 Gmds 0.462601660 0.922037600 -0.728391200 0.356858730
## 7369 Gmeb1 0.128043170 -0.210596080 0.245428090 -0.171994690
## 7370 Gmeb2 -0.221423150 -0.386774060 -0.142699240 0.179615970
## 7371 Gmfb -0.119237900 -0.097456930 -0.212279320 -0.515983600
## 7372 Gmfg -1.418075328 -1.997422930 -1.861843325 -1.638923405
## 7373 Gmip -0.420712470 0.067604065 -0.315196040 0.033422947
## 7374 Gml -0.083909035 0.140565400 -0.092562675 0.134044170
## 7375 Gmnc -0.057110310 -0.022017479 0.013295651 -0.085204600
## 7376 Gmnn -0.065825460 0.147577290 0.284801000 -0.669065000
## 7377 Gmppa -0.040595530 0.011047840 0.060077190 0.000000000
## 7378 Gmppb -0.108747960 0.112202170 0.012629986 -0.011354923
## 7379 Gmpr -0.127024170 -0.036890030 0.673757100 0.000000000
## 7380 Gmpr2 0.099320410 0.361228000 -0.048600197 -0.000120000
## 7381 Gmps 0.148717880 -0.020938873 0.000000000 -0.286613460
## 7382 Gna11 0.220272060 0.203155520 0.321668620 0.315813060
## 7383 Gna12 -0.154684540 0.068233970 -0.025171757 0.044225216
## 7384 Gna13 0.356335155 0.305968760 0.150586130 -0.118631600
## 7385 Gna14 -0.031631470 -0.111745360 -0.311785220 -0.142737390
## 7386 Gna15 -0.179942130 0.011795044 -0.080210686 -0.156294350
## 7387 Gnai1 -0.250220780 0.393193720 -0.135864260 0.447109700
## 7388 Gnai2 0.257951740 0.317588800 0.429334640 0.116829870
## 7389 Gnai3 0.145673750 -0.077154160 0.062705040 -0.064120290
## 7390 Gnal -0.210331440 0.013598919 0.223253730 -0.055913925
## 7391 Gnao1 0.000945000 -0.056961536 0.542917700 -0.249127390
## 7392 Gnaq 0.238600730 0.035122870 0.013796806 -0.115304950
## 7393 Gnas 0.223749160 0.320969580 0.204627045 0.206690790
## 7394 Gnat1 0.112956524 -0.145434380 0.090288160 -0.043508530
## 7395 Gnat2 0.045020103 -0.074447155 -0.027358055 -0.167698380
## 7396 Gnat3 0.000000000 0.026167393 -0.110822680 0.982880100
## 7397 Gnaz 0.109198090 0.034297466 0.038908480 -0.303852080
## 7398 Gnb1 0.112796780 0.228097920 0.045514107 -0.047987938
## 7399 Gnb1l -0.046278477 0.007393837 -0.031104088 0.000000000
## 7400 Gnb2 0.000000000 0.012951851 -0.194234850 -0.088767050
## 7401 Gnb2l1 -0.293560980 -0.140585900 -0.187848090 0.038828850
## 7402 Gnb3 -0.008110523 -0.003762245 -0.013464928 0.145725250
## 7403 Gnb4 0.141011710 0.922969340 0.217611790 0.295751100
## 7404 Gnb5 -0.132153510 0.131887910 -0.097404000 -0.209440710
## 7405 Gne -0.051081657 0.035597800 0.236670500 0.233437540
## 7406 Gng10 -0.619730950 -0.705185400 -0.335739140 -0.321822170
## 7407 Gng11 0.073241234 0.258518220 0.283323300 0.591949460
## 7408 Gng12 -0.031212568 0.045653820 0.122996573 0.078150990
## 7409 Gng13 -0.120359420 -0.037180424 0.094407080 0.090376854
## 7410 Gng2 -0.419683460 -0.298235420 -0.345526700 -0.355147840
## 7411 Gng3 0.215814110 -0.242399220 -0.155968670 0.108510020
## 7412 Gng4 0.099946976 0.019065380 0.156614300 0.178613660
## 7413 Gng5 0.640805235 0.250460150 0.386530400 -0.042650699
## 7414 Gng7 0.342540740 0.963394170 0.285474780 -0.030911922
## 7415 Gng8 0.065140724 -0.030229568 0.163223270 -0.052889824
## 7416 Gngt1 0.000000000 -0.154739860 0.066427710 0.000000000
## 7417 Gngt2 -1.135401700 -1.715406400 -1.328719100 0.000000000
## 7418 Gnl1 -0.179208280 0.151063920 0.000000000 0.045098305
## 7419 Gnl2 0.112043380 -0.069320680 0.214556700 0.259971620
## 7420 Gnl3 -0.345335960 -0.486613270 -0.334739690 -0.098127365
## 7421 Gnl3l 0.557889460 0.495664120 0.753867600 0.242669100
## 7422 Gnmt 0.008430481 0.091842175 0.027237892 -0.101425650
## 7423 Gnpat -0.017241478 0.058548927 0.000000000 -0.161470410
## 7424 Gnpda2 0.454178800 0.519100200 -0.011550427 0.541865350
## 7425 Gnpnat1 -0.033088923 0.006417275 0.280840870 -0.564767835
## 7426 Gnptab 0.000000000 0.071508410 0.135613440 -0.281977650
## 7427 Gnptg 0.415376660 0.163452150 0.179450990 -0.187380790
## 7428 Gnrh1 -0.085570335 0.458662030 -1.209323400 -0.155947690
## 7429 Gnrhr -0.133121490 0.009603024 -0.012767315 -0.009501457
## 7430 Gns -0.499474530 0.003912449 -0.182041650 -0.132571700
## 7431 Golga1 0.201688290 0.393654350 0.168176170 0.091379640
## 7432 Golga2 0.034727097 0.223505500 0.155755520 0.336058620
## 7433 Golga3 0.146962170 0.053092003 0.287271500 0.098991394
## 7434 Golga4 0.338949200 0.681171400 0.234587670 0.317563060
## 7435 Golga5 -0.024430275 0.244225500 0.457460400 0.099342346
## 7436 Golga7 -0.135883810 -0.104880810 0.355476140 -0.008628130
## 7437 Golga7b -0.138024330 0.021239280 0.058132170 0.080311775
## 7438 Golgb1 0.499310020 0.237719060 0.163416390 0.171328070
## 7439 Golim4 1.700047500 1.647633600 1.444125200 0.407553670
## 7440 Golm1 1.097076900 1.283676600 1.455456300 -0.763462540
## 7441 Golph3 0.155012132 -0.026188375 -0.119237900 -0.008148670
## 7442 Golph3l 0.117484090 0.418987270 0.120306970 -0.376655580
## 7443 Golt1a 0.000000000 0.030509949 0.193489070 -0.007849693
## 7444 Golt1b -0.271928800 -0.234993930 -0.308771130 -0.378789900
## 7445 Gon4l 0.201601980 0.337654100 -0.062554360 0.194619180
## 7446 Gopc -0.074618340 -0.039188385 0.817688470 1.369163050
## 7447 Gorab -0.150525570 -0.308341030 0.607893940 0.346564300
## 7448 Gorasp1 -0.244649890 0.145088670 0.167596340 0.131100180
## 7449 Gorasp2 -0.018945215 0.121285915 0.162367500 -0.177902700
## 7450 Gosr1 0.044051170 0.107735634 0.165424350 0.183080670
## 7451 Gosr2 0.354877470 0.696280500 0.245548250 0.084120750
## 7452 Got1 -0.879997730 -0.720419900 -1.017585300 0.173475740
## 7453 Got1l1 -0.032548904 0.000000000 -0.027227402 0.017117023
## 7454 Got2 0.149274670 -0.071262042 0.683756367 -0.225079857
## 7455 Gp1ba 0.049515247 0.049424650 0.225720880 -0.016595840
## 7456 Gp2 0.010542393 -0.018315792 -0.114220140 -0.199293610
## 7457 Gp49a -0.481159700 -0.422621250 -0.466243270 -0.198578830
## 7458 Gp5 -0.046320915 -0.164157390 0.011512756 0.000000000
## 7459 Gp9 0.000000000 0.017554760 -0.057339670 0.036348343
## 7460 Gpa33 -0.059351920 -0.018023490 -0.193971160 0.005251408
## 7461 Gpaa1 0.069026950 -0.027171612 0.109961990 0.043385030
## 7462 Gpalpp1 -0.240852360 0.272957800 0.352171900 0.019485474
## 7463 Gpam 0.000000000 -0.222824570 0.163620950 0.170701030
## 7464 Gpank1 0.068314871 -0.188229243 0.088436603 -0.109525997
## 7465 Gpat2 0.139842990 0.000000000 0.047148705 0.023300170
## 7466 Gpatch1 -0.148917200 0.292674060 -0.130771640 0.062847614
## 7467 Gpatch11 0.158438680 0.372423170 0.028563500 0.136640550
## 7468 Gpatch2 0.019167900 0.107762340 -0.383869170 0.072263720
## 7469 Gpatch2l 0.165743830 0.250308040 0.154131890 -0.168273930
## 7470 Gpatch3 0.057138443 -0.069709300 -0.204004290 0.096331600
## 7471 Gpatch4 -0.140030380 0.000000000 0.048960210 0.362887860
## 7472 Gpatch8 -0.061186219 0.161489200 -0.387297828 -0.000143813
## 7473 Gpbar1 -0.152191640 -0.063699245 -0.157638070 0.000000000
## 7474 Gpbp1 0.316486360 0.041444780 0.000000000 -0.191038130
## 7475 Gpbp1l1 0.318604470 0.420814500 -0.061759950 -0.314612400
## 7476 Gpc1 0.063328266 -0.036743164 0.224908350 -0.110287670
## 7477 Gpc2 -0.120682720 0.043931960 -0.029077053 0.041340828
## 7478 Gpc3 -0.163685800 -0.228897100 0.193354600 -0.083155155
## 7479 Gpc4 -0.531300540 0.000000000 -0.075606820 0.974431040
## 7480 Gpc5 0.058800220 -0.026987553 -0.062203884 0.171397210
## 7481 Gpc6 0.059685707 0.027290821 0.121595860 0.263391500
## 7482 Gpcpd1 2.720013600 2.530112300 2.495397600 -1.259910100
## 7483 Gpd1 -0.147927760 0.067029476 0.006189346 -0.152914520
## 7484 Gpd1l -0.109363555 0.094202755 0.002831936 0.037653923
## 7485 Gpd2 2.127678000 1.978487000 1.988836300 0.196756360
## 7486 Gper1 0.420344830 0.227821830 0.128733160 0.012560844
## 7487 Gpha2 -0.013439655 0.028553009 0.572617050 -0.100601670
## 7488 Gphb5 -0.065602300 0.008827686 0.066766260 -0.136842250
## 7489 Gphn 0.100981710 -0.121322630 -0.202858920 0.510604860
## 7490 Gpi1 -0.135887625 -0.043790818 -0.032898903 -0.602623940
## 7491 Gpihbp1 -2.918474200 -2.591783500 -2.245475800 1.468086200
## 7492 Gpkow 0.348540300 0.024487495 0.324703220 0.249568940
## 7493 Gpld1 0.211038590 0.109726430 0.000000000 0.000000000
## 7494 Gpm6a 0.158396720 0.354113580 0.000000000 -0.006155014
## 7495 Gpm6b -0.037801743 0.050772190 -0.148854260 -0.410461900
## 7496 Gpn1 -0.016866684 0.018558025 0.415963650 0.189208030
## 7497 Gpn2 -0.027960777 0.300790300 0.085991380 0.044088840
## 7498 Gpn3 0.246388440 -0.273829940 0.084922790 0.000172000
## 7499 Gpnmb -0.061963080 -0.044210434 0.070314884 -0.192187790
## 7500 Gpr1 -0.057970524 0.000000000 0.078609470 0.382323740
## 7501 Gpr101 0.000000000 0.063404080 0.093811035 0.046102524
## 7502 Gpr107 -0.220732690 -0.174520500 -0.014976501 0.000000000
## 7503 Gpr108 -0.005840302 0.071551320 0.057201385 -0.079624176
## 7504 Gpr110 0.000769000 0.018564701 0.057885170 0.013022900
## 7505 Gpr111 0.058903694 0.071047306 0.000000000 0.000000000
## 7506 Gpr112 -0.080023766 -0.075997830 0.086093900 -0.014008045
## 7507 Gpr113 -0.041760445 -0.062730790 0.009778500 0.051444530
## 7508 Gpr114 -0.023384094 -0.034566402 0.000000000 0.203680520
## 7509 Gpr115 0.035374165 0.067666530 -0.003532887 0.060617924
## 7510 Gpr116 0.131716730 0.111422540 0.091223720 0.121796610
## 7511 Gpr119 -0.103570460 -0.011016846 0.000000000 -0.061969280
## 7512 Gpr12 0.070827484 -0.062483788 0.168279170 0.025797367
## 7513 Gpr123 0.255980500 0.170620440 -0.142004010 -0.027405739
## 7514 Gpr124 1.217172100 1.550314400 1.765771400 0.059844970
## 7515 Gpr125 0.828546500 0.460662840 0.865745540 0.200917720
## 7516 Gpr126 1.385630100 1.331763700 1.206076600 -0.346131800
## 7517 Gpr128 0.017986774 -0.042942524 0.225842000 -0.051933765
## 7518 Gpr132 -0.181895260 0.025575161 -0.066805840 -0.120096210
## 7519 Gpr133 0.088623050 -0.070697784 0.125874520 -0.022243977
## 7520 Gpr135 0.105300900 -0.038702965 0.189114100 -0.117795944
## 7521 Gpr137 0.203178880 0.031491756 -0.159816270 0.147079940
## 7522 Gpr137b -0.355448720 0.168618680 -0.164949420 -0.142484190
## 7523 Gpr137b-ps -0.150392530 -0.201004030 -0.510709760 0.034620285
## 7524 Gpr137c 0.072841170 -0.152135370 -0.022994995 0.000000000
## 7525 Gpr139 0.007271767 -0.145867820 0.173580170 0.130151270
## 7526 Gpr141 -0.273464200 -0.015949250 -0.136868480 -0.035474300
## 7527 Gpr142 -0.007004261 -0.094625950 0.013897419 0.054572105
## 7528 Gpr143 -0.036392690 -0.010764599 0.048692703 -0.073364735
## 7529 Gpr146 1.060579800 0.875634700 1.141145200 0.083064556
## 7530 Gpr149 0.046401978 0.000000000 0.038599490 0.060870647
## 7531 Gpr15 -0.103900910 0.100153920 0.072365760 -0.084650520
## 7532 Gpr150 0.000000000 -0.109647274 -0.158558850 -0.119970800
## 7533 Gpr151 -0.035745620 0.036662580 0.004885674 -0.119041440
## 7534 Gpr152 -0.056790352 -0.039284230 0.111835960 0.138664720
## 7535 Gpr153 0.037342070 -0.018782616 -0.068663120 0.020327568
## 7536 Gpr155 0.721506100 1.346957700 1.589358800 -0.268502700
## 7537 Gpr156 0.000000000 -0.039245130 0.074458120 0.237638470
## 7538 Gpr157 -0.011191368 -0.214550970 0.418683050 0.073980810
## 7539 Gpr158 0.179301260 -0.149547100 0.060708046 -0.117026330
## 7540 Gpr160 0.387096400 0.620678400 0.817177800 -0.418330670
## 7541 Gpr161 -0.018876076 -0.023978710 0.311121940 0.172831540
## 7542 Gpr162 -0.023797989 0.187184330 -0.046435356 0.055300713
## 7543 Gpr165 -0.060742380 0.129549980 0.174222950 -0.107808110
## 7544 Gpr17 0.061094284 -0.028087140 -0.122521880 1.122757400
## 7545 Gpr171 -0.128723620 -0.285535340 -0.215292930 0.006938458
## 7546 Gpr173 0.065404415 0.052037716 0.049667835 -0.047591686
## 7547 Gpr174 -0.058164597 -0.028896332 -0.010935783 -0.069673060
## 7548 Gpr176 -0.058010580 0.000000000 0.072963715 0.038918972
## 7549 Gpr179 -0.001702309 -0.202555660 0.105797290 0.000000000
## 7550 Gpr18 0.225976470 -0.302733420 0.009430885 0.026063919
## 7551 Gpr180 -0.233731270 0.000000000 -0.040607930 0.218171120
## 7552 Gpr182 -0.424758900 0.021254540 0.387010570 -0.011304379
## 7553 Gpr183 -0.243814470 -0.523737430 -0.087732315 -0.129785540
## 7554 Gpr19 0.000000000 -0.009031773 -0.101072790 0.167061800
## 7555 Gpr20 -0.127084260 -0.132906910 -0.036759377 0.000000000
## 7556 Gpr21 -0.250970840 0.095921520 0.481403350 -0.170932300
## 7557 Gpr22 -0.056532860 -0.034449100 0.043794155 0.286667350
## 7558 Gpr25 0.205043320 0.000000000 0.258725640 -0.045707703
## 7559 Gpr26 -0.049320698 0.120040890 0.000000000 0.145147800
## 7560 Gpr27 -0.097870350 0.102642060 0.143804070 0.015363216
## 7561 Gpr3 -0.173288350 -0.146487710 -0.200944420 0.077299120
## 7562 Gpr31b -0.068634748 -0.076997760 -0.079909085 0.005174637
## 7563 Gpr33 0.038647650 -0.060973644 -0.112112520 0.004383564
## 7564 Gpr34 -0.003848553 0.030994892 -0.063047410 -0.180728910
## 7565 Gpr35 -0.088594910 -0.035070420 -0.174176220 0.001250744
## 7566 Gpr37 0.064188480 -0.119938370 0.046240330 0.006613731
## 7567 Gpr37l1 0.055479527 -0.053894520 -0.019666195 0.000000000
## 7568 Gpr39 0.118492600 0.163569930 0.370169160 0.041569710
## 7569 Gpr4 0.926667200 1.305677400 1.302220300 1.221798900
## 7570 Gpr44 -0.079200745 0.060805320 0.064547060 -0.072678566
## 7571 Gpr45 -0.019191265 0.147069930 0.132765300 -0.019191265
## 7572 Gpr50 0.056413650 -0.072607994 0.203369620 0.039436817
## 7573 Gpr52 -0.126509190 -0.484295370 -0.134391310 -0.188245300
## 7574 Gpr55 -0.099917890 -0.135775090 0.053212166 -0.160850520
## 7575 Gpr56 0.518673900 0.425391200 0.950882900 0.874992400
## 7576 Gpr6 -0.105212690 0.000000000 0.196684360 0.037676334
## 7577 Gpr61 -0.060210705 0.133481980 -0.049796104 0.012030602
## 7578 Gpr62 -0.199389930 -0.046524048 -0.029633522 0.101543430
## 7579 Gpr63 0.197367670 0.605417700 0.533678050 0.135638240
## 7580 Gpr64 -0.105306150 0.010182381 0.061067580 0.147127630
## 7581 Gpr65 -0.227688790 0.768890400 0.163571360 -0.169225220
## 7582 Gpr68 -0.027827025 0.120891330 -0.006320478 -0.003367901
## 7583 Gpr75 -0.157410140 -0.098763466 0.065692425 -0.144557000
## 7584 Gpr81 0.288002500 0.276501660 0.618021970 0.296325680
## 7585 Gpr82 0.076104640 -0.317668440 -0.079512120 0.896077630
## 7586 Gpr83 0.023684978 -0.115998745 0.150363920 -0.072076800
## 7587 Gpr84 -0.270379070 -0.007326126 0.009368897 -0.136994840
## 7588 Gpr85 0.461072440 0.274008270 0.100431920 0.000000000
## 7589 Gpr87 -0.031900883 0.000000000 0.032703876 -0.003211021
## 7590 Gpr88 0.000000000 0.004458904 0.242729190 -0.317776200
## 7591 Gpr89 0.409624100 0.424907680 0.023784637 -0.473253730
## 7592 Gpr97 -0.490402220 -0.775287600 -0.698244100 -0.316849700
## 7593 Gpr98 -0.045411110 0.006346226 -0.074196340 0.006978989
## 7594 Gprasp1 0.418003080 0.442850100 0.335472100 -0.190753940
## 7595 Gprasp2 0.638841150 0.643565650 -0.075686930 -0.112458230
## 7596 Gprc5a 0.000000000 -0.154820920 -0.060827732 -0.019753933
## 7597 Gprc5b -0.353818420 -0.618717200 0.000000000 0.702714900
## 7598 Gprc5c -0.126106740 -0.322700740 -0.272082805 -0.103303670
## 7599 Gprc5d -0.008450508 0.092529770 0.149129870 0.094904420
## 7600 Gprc6a -0.034198760 0.122989180 -0.105051520 0.000000000
## 7601 Gprin1 -0.235139370 -0.039909363 0.048678398 0.062551020
## 7602 Gprin2 0.040636063 0.001857281 0.084148410 -0.238595010
## 7603 Gprin3 -0.200796600 -0.093385220 -0.202945230 -0.070812225
## 7604 Gps1 -0.005130291 0.110234740 0.375236030 0.732662670
## 7605 Gps2 -0.102690700 0.068743706 0.161367420 0.251747130
## 7606 Gpsm1 -0.067986965 -0.024028301 0.100218770 0.001081944
## 7607 Gpsm2 -0.083465100 0.011552334 -0.078806400 -0.216053960
## 7608 Gpsm3 -0.164368630 -0.023998737 0.033373356 -0.120913980
## 7609 Gpt 0.106229780 0.070130350 -0.094131470 -0.117008210
## 7610 Gpt2 0.143509390 0.111048700 -0.039542675 -0.060787678
## 7611 Gpx1 -0.089066505 0.000000000 0.070890430 -0.549818040
## 7612 Gpx2 0.011004925 0.364665030 -0.346766470 0.128083700
## 7613 Gpx3 -0.798448560 -0.685557370 -0.626311800 -0.544115070
## 7614 Gpx4 -0.202785965 0.090873243 0.178307530 -0.164225580
## 7615 Gpx5 0.000000000 -0.033140660 0.028858662 0.102022170
## 7616 Gpx6 -0.058011530 0.025918960 0.084350110 -0.017578125
## 7617 Gpx7 0.167180060 0.486243250 0.011987686 0.122384070
## 7618 Gpx8 -0.991773100 -0.708927150 -0.201931950 0.035564423
## 7619 Gramd1a -0.000515000 0.005151749 0.256401060 0.000000000
## 7620 Gramd1b -0.557484600 -0.504504200 -0.468071460 -0.586202600
## 7621 Gramd1c -0.168823720 -0.113444805 0.120095250 -0.289448260
## 7622 Gramd2 -0.040581226 -0.066775320 -0.051792620 0.030858040
## 7623 Gramd3 0.013104439 -0.024137974 -0.377591130 -0.235785010
## 7624 Gramd4 -0.266335960 -0.216186050 -0.264983180 0.358641620
## 7625 Grap 0.525280500 0.750607970 0.871951600 -0.248599530
## 7626 Grap2 0.001728058 -0.140098570 0.120491980 -0.180626390
## 7627 Grasp 0.573761940 0.360077860 0.775019650 0.208811760
## 7628 Grb10 0.000000000 0.145096780 -0.010914803 0.634705540
## 7629 Grb14 2.379734500 2.533360000 2.807291500 0.089323520
## 7630 Grb2 -0.161465640 0.063179016 -0.021215439 0.122150420
## 7631 Grb7 1.148024600 1.474708100 0.618668560 -0.128850940
## 7632 Grcc10 -0.125558850 0.567221640 0.201815600 -0.227897640
## 7633 Greb1 0.084656240 -0.028060436 0.088445660 -0.032673360
## 7634 Greb1l -0.082189320 -0.048233509 -0.107215643 -0.000803233
## 7635 Grem1 0.041574955 0.000000000 0.243194580 -0.042356490
## 7636 Grem2 -0.111470700 -0.125350950 0.053892612 -0.199062350
## 7637 Grhl1 0.382614600 0.562662100 0.165242200 0.120225430
## 7638 Grhl2 -0.104140760 0.000000000 -0.088278770 0.082231045
## 7639 Grhl3 -0.012422562 0.053076744 0.148664000 0.312943940
## 7640 Grhpr -0.080672264 0.026173592 0.204850670 0.085789200
## 7641 Gria1 0.236132140 0.187853810 0.176754000 -0.049960613
## 7642 Gria2 0.097634790 0.000000000 0.142128470 0.002806187
## 7643 Gria3 -0.055993557 -0.055673600 -0.104727270 -0.141545300
## 7644 Gria4 0.141252520 0.015427113 0.181005000 -0.050381184
## 7645 Grid1 0.008126259 0.016612053 -0.087474820 -0.167690280
## 7646 Grid2 -0.026858807 -0.016535759 0.240047930 0.111122130
## 7647 Grid2ip -0.040822983 0.093016624 0.160217760 -0.069498060
## 7648 Grifin -0.039649487 0.095105650 -0.086964610 0.000000000
## 7649 Grik1 -0.045362950 -0.065744880 0.069244860 0.080003740
## 7650 Grik2 0.000000000 -0.045063496 0.016438961 0.334509850
## 7651 Grik3 -0.053964615 0.033231260 0.041728497 -0.051664830
## 7652 Grik4 0.009458542 -0.066225530 0.000000000 0.025275230
## 7653 Grik5 0.053250790 0.030033588 -0.029406070 -0.247859950
## 7654 Grin1 -0.099129200 -0.055290222 0.089049340 0.000422000
## 7655 Grin2a -0.107307910 -0.025779724 0.203845980 0.132925030
## 7656 Grin2b 0.091723920 0.071874620 0.130665780 0.018832207
## 7657 Grin2c -0.087330820 -0.006647587 -0.067539690 -0.149571900
## 7658 Grin2d -0.123193740 -0.119604110 0.000000000 -0.078794480
## 7659 Grin3a -0.095070360 -0.037135124 0.058053970 -0.166946890
## 7660 Grin3b -0.034938335 0.132396220 -0.233708860 0.056707860
## 7661 Grina -0.445545200 -0.394911770 -0.275679600 -0.124254230
## 7662 Grip1 0.011118412 -0.122263910 0.066849710 0.086093900
## 7663 Grip2 -0.120371340 0.017396927 0.007483959 0.000000000
## 7664 Gripap1 -0.257545470 -0.000598000 0.125597950 -0.277967450
## 7665 Grk1 0.007107735 -0.016317844 -0.179207800 -0.034847260
## 7666 Grk4 0.633989800 0.772361760 0.378097060 -0.020139217
## 7667 Grk5 0.000000000 -0.035104750 0.464049340 0.896249800
## 7668 Grk6 -0.130791660 -0.224697590 -0.126370900 0.118528840
## 7669 Grlf1 0.337543500 0.537693000 0.362759600 0.218340870
## 7670 Grm1 -0.132122520 0.000654000 -0.089290620 -0.009882450
## 7671 Grm2 -0.068989280 -0.061985016 0.134335520 -0.103759290
## 7672 Grm3 0.080680370 0.299607750 0.099344730 -0.028340816
## 7673 Grm4 0.076186180 -0.014607906 0.064388275 -0.121232510
## 7674 Grm5 0.158182140 -0.039885044 0.070242405 -0.031753063
## 7675 Grm6 0.132461070 0.008004665 -0.082899090 -0.041682243
## 7676 Grm7 0.107833860 0.000000000 -0.103634834 0.000000000
## 7677 Grm8 -0.068192480 0.060641766 0.107216835 0.058873177
## 7678 Grn -0.638646100 -0.378835680 -0.882484440 -0.211055760
## 7679 Grp 0.140706540 0.048398970 0.210223670 -0.045589924
## 7680 Grpel1 0.179075240 -0.138403420 1.055255400 0.064883230
## 7681 Grpel2 0.091725826 0.158592220 -0.112178800 -0.216933250
## 7682 Grpr -0.011726856 -0.019790650 0.066472530 -0.104950905
## 7683 Grrp1 0.106672290 0.479518900 0.095814705 0.244629860
## 7684 Grsf1 0.080704690 0.523432730 0.177874570 0.176640510
## 7685 Grtp1 -0.120020870 -0.221962930 0.066123960 -0.230150700
## 7686 Grwd1 -0.148127080 -0.056667805 0.090235230 0.000000000
## 7687 Grxcr1 -0.003415108 0.006609440 0.086014750 -0.055467130
## 7688 Grxcr2 -0.082149506 -0.003553867 0.000000000 0.000000000
## 7689 Gsap -0.752783300 -0.957665440 -0.563304900 0.278128150
## 7690 Gsc 0.000000000 -0.023273468 0.322585580 -0.120871544
## 7691 Gsc2 0.022941590 0.033027172 0.244730950 0.168288710
## 7692 Gsdma 0.009615898 0.187813280 0.258534430 -0.089443210
## 7693 Gsdma2 -0.069316390 0.056200027 0.106525900 -0.086099150
## 7694 Gsdma3 0.041054250 -0.016580582 -0.061099530 0.042373657
## 7695 Gsdmc -0.078130245 -0.024400234 0.106896880 -0.005253792
## 7696 Gsdmc2 -0.049225807 -0.040809631 -0.042740822 0.010190725
## 7697 Gsdmc4 -0.011699438 0.001712771 -0.069340231 0.030209065
## 7698 Gsdmcl1 -0.101688860 -0.010581255 0.057474614 -0.041697264
## 7699 Gsdmcl-ps -0.079270840 -0.051720142 0.033716680 0.004645348
## 7700 Gsdmd -0.352506160 -0.295835020 -0.379666330 0.073900220
## 7701 Gse1 0.006712437 0.124076605 -0.018851280 -0.005611182
## 7702 Gsg1 -0.012942314 -0.005121708 -0.035283566 0.021796227
## 7703 Gsg1l -0.063957214 -0.119313240 -0.003490925 -0.002543449
## 7704 Gsg2 -0.432049750 -0.717044350 -0.540946500 -0.515537740
## 7705 Gsk3a -0.150344607 0.405684000 0.216670755 0.172119380
## 7706 Gsk3b 0.510547640 0.446468350 0.257704730 -0.063159940
## 7707 Gskip 0.051060677 -0.070107940 0.150537490 -0.473929400
## 7708 Gsn -0.553227900 -0.499267100 -0.436073300 -0.164563660
## 7709 Gspt1 -0.028459549 0.141109470 0.283931730 -0.121406555
## 7710 Gspt2 0.689385400 0.409481050 0.181240560 -0.102408886
## 7711 Gsr -0.138043400 -0.098569870 0.195792200 -0.065038680
## 7712 Gss -0.127644060 0.236672880 0.344208720 -0.088093760
## 7713 Gsta1 -0.124311925 -0.117331980 -0.108566760 -0.187453505
## 7714 Gsta2 -0.098412040 -0.080637455 -0.013746262 -0.120060444
## 7715 Gsta3 -0.312918660 -0.625309940 -0.566764830 -0.196883680
## 7716 Gsta4 3.763213600 4.086434000 3.940853600 -0.220986370
## 7717 Gstcd 0.317151070 -0.141476150 -0.145408630 -0.286705970
## 7718 Gstk1 0.193010330 0.731692300 0.636711100 0.007033825
## 7719 Gstm1 0.390400900 0.445669170 -0.095121380 0.521662700
## 7720 Gstm2 -0.672330400 0.242164610 0.000000000 0.163767810
## 7721 Gstm3 0.144377470 0.071560861 0.066052675 0.170133589
## 7722 Gstm4 -0.106172560 0.449739460 -0.070576670 -0.233616830
## 7723 Gstm5 0.457216260 0.863348960 -0.244888780 -1.953758200
## 7724 Gstm6 -0.023837566 0.099025730 0.105750084 -0.200083260
## 7725 Gstm7 1.127295000 1.510643500 1.409580700 0.000248000
## 7726 Gsto1 -0.097935680 -0.682192300 -0.085502150 -0.256823060
## 7727 Gsto2 -0.127822880 -0.338778020 0.414175500 -0.152216430
## 7728 Gstp1 0.102333070 0.077066420 0.507560730 -0.573671340
## 7729 Gstp2 0.315001960 0.222383975 0.348745825 -0.165722845
## 7730 Gstt1 -0.050643444 -0.062697410 0.308131220 0.415703300
## 7731 Gstt2 0.000000000 0.162652970 0.571485500 0.411366460
## 7732 Gstt3 0.164845940 -0.067410946 0.120357510 0.325887200
## 7733 Gstt4 0.304467680 0.138764380 0.081220630 0.192285060
## 7734 Gstz1 -0.187072280 0.541868700 0.304210660 -0.178833010
## 7735 Gsx1 0.104349140 0.001634121 0.212051870 0.055003166
## 7736 Gsx2 0.085943220 0.066799640 0.007652760 -0.001481056
## 7737 Gtdc1 0.320269100 0.527997500 0.389630800 -0.227821350
## 7738 Gtdc2 0.088168620 0.025069237 -0.171358110 0.214947220
## 7739 Gtf2a1 0.154541020 0.058176040 -0.080873490 -0.075330734
## 7740 Gtf2a1l -0.046749115 -0.026888370 -0.001840115 0.040244102
## 7741 Gtf2a2 0.384091380 -0.051281930 0.054811000 0.301162720
## 7742 Gtf2b -0.042007446 0.012495041 0.189092640 -0.026926994
## 7743 Gtf2e1 0.069482330 0.164728160 0.304523470 -0.201514240
## 7744 Gtf2e2 0.290088650 -0.161745070 -0.042443275 -0.140524860
## 7745 Gtf2f1 -0.254545200 0.063244820 -0.057089806 -0.311949730
## 7746 Gtf2f2 -0.156220440 -0.031860830 0.053529740 -0.197782040
## 7747 Gtf2h1 0.015666008 0.316736220 -0.674862400 0.256781580
## 7748 Gtf2h2 0.217948910 0.039469720 0.017157555 -0.160657880
## 7749 Gtf2h3 0.001933098 0.000000000 -0.081091880 0.020009040
## 7750 Gtf2h4 0.168120380 0.127538200 0.363445760 -0.032412052
## 7751 Gtf2h5 0.000000000 -0.007036209 0.597049700 -0.322524070
## 7752 Gtf2i 0.526686670 0.805928230 0.417373660 0.269954680
## 7753 Gtf2ird1 0.202505110 0.668321600 0.192693230 -0.177183630
## 7754 Gtf2ird2 -0.200220110 0.000000000 -0.157315250 -0.012228966
## 7755 Gtf3c1 -0.003443718 0.127506260 0.104661940 0.136100770
## 7756 Gtf3c2 0.003596306 -0.179500580 0.002161980 0.343764300
## 7757 Gtf3c3 0.078826904 0.001597405 0.227118020 -0.133770470
## 7758 Gtf3c4 0.000243000 -0.058795930 -0.018226624 -0.006421089
## 7759 Gtf3c5 0.085851190 0.396698000 0.614645500 -0.147830010
## 7760 Gtf3c6 0.014017105 0.496947300 0.488707540 0.146970750
## 7761 Gtl3 -0.039383890 0.193029400 -0.096837044 0.822075840
## 7762 Gtpbp1 0.116401196 0.045778275 -0.158802030 -0.157303330
## 7763 Gtpbp10 0.127726557 0.292654990 0.270085335 0.109327792
## 7764 Gtpbp2 -0.088207245 -0.075016020 -0.377630700 0.146953580
## 7765 Gtpbp3 -0.085613250 0.108854294 -0.033829212 -0.008821487
## 7766 Gtpbp6 0.000000000 0.011404514 0.036493300 0.124859330
## 7767 Gtpbp8 0.364200120 0.108740810 -0.081270220 0.371931080
## 7768 Gtse1 -0.008253098 0.018534660 -0.111921790 0.027109146
## 7769 Gtsf1 -0.033947945 0.078018665 -0.073059560 -0.061436653
## 7770 Gtsf1l 0.034615993 -0.063587190 0.062112330 0.018221855
## 7771 Guca1a -0.026615143 -0.032662870 0.027615070 -0.276449200
## 7772 Guca1b 0.179702760 0.013200283 0.097324370 -0.013775826
## 7773 Guca2a 0.017843246 0.000000000 -0.209678650 -0.151839730
## 7774 Guca2b -0.051959990 -0.054618360 0.089870450 0.011365414
## 7775 Gucd1 -0.151382450 -0.030270100 0.457162380 0.017686844
## 7776 Gucy1a2 0.017755508 0.062969210 -0.209240910 0.608108500
## 7777 Gucy1a3 -0.536646840 -0.346690650 -0.160260200 0.611234660
## 7778 Gucy1b2 -0.000259000 -0.003280640 0.021238327 -0.146857260
## 7779 Gucy1b3 -0.348485000 -0.004187584 0.420776370 0.609352600
## 7780 Gucy2c 0.031463146 -0.072690490 0.056769848 0.052344322
## 7781 Gucy2d 0.061937810 0.010673523 0.279152870 -0.023059368
## 7782 Gucy2e -0.077588080 -0.076878070 -0.038799763 -0.073235035
## 7783 Gucy2f -0.025821686 0.005146980 -0.043633460 0.106734750
## 7784 Gucy2g 0.000000000 -0.014784336 0.009123325 -0.131018160
## 7785 Guf1 0.406848900 0.157312400 0.000000000 0.073034290
## 7786 Guk1 0.214570050 0.206077580 0.568390850 -0.171639440
## 7787 Gulo 0.126445770 0.047698498 0.000000000 0.032262325
## 7788 Gulp1 1.025813600 1.284407100 0.604416850 0.535732270
## 7789 Gusb -0.199229240 -0.007512093 0.063058850 0.045465470
## 7790 Gvin1 -0.201045040 -0.415839200 -0.615867140 0.566754340
## 7791 Gxylt1 -0.168431043 -0.198380710 0.221323728 0.207851410
## 7792 Gxylt2 -0.042616844 0.050859450 0.061424732 0.104396820
## 7793 Gyg 0.257860180 0.395382880 0.486771580 -0.315976140
## 7794 Gyk -0.024229527 -0.091053486 0.019728184 -0.141325000
## 7795 Gykl1 -0.003047466 0.047179222 0.147054670 0.148236750
## 7796 Gyltl1b -0.096935750 -0.081254960 0.037394524 0.041321278
## 7797 Gypa 0.036436080 0.000000000 0.056608677 0.024328709
## 7798 Gypc -0.580417630 -0.571661000 -0.570421200 0.405444620
## 7799 Gys1 -0.180732730 0.155085090 0.530447000 0.118259430
## 7800 Gys2 -0.120669365 0.000000000 -0.025921345 -0.034422874
## 7801 Gzf1 0.046178818 0.711771970 0.796476360 0.405272480
## 7802 Gzma 0.210784440 -0.624383900 0.003887177 0.178504940
## 7803 Gzmb 0.000000000 -0.123820305 0.014393330 -0.092554570
## 7804 Gzmc -0.046044350 0.011906147 0.160701270 0.149853230
## 7805 Gzmd -0.002486229 0.000000000 -0.102393150 0.012761116
## 7806 Gzme 0.016711235 -0.009082794 0.000000000 -0.081708910
## 7807 Gzmf -0.135265350 -0.095237730 0.120035650 0.047577858
## 7808 Gzmg -0.033512115 0.073671340 -0.020353317 0.036844730
## 7809 Gzmk -0.027891159 -0.016790867 -0.045008660 0.066495420
## 7810 Gzmm 0.056223870 0.212420940 -0.009954453 -0.061277390
## 7811 Gzmn 0.151586530 0.039032460 -0.009237289 0.020132065
## 7812 H13 -0.292328830 -0.243214130 0.057208060 -0.169082160
## 7813 H19 -0.034470797 -0.057872055 -0.055214165 1.413758025
## 7814 H1f0 0.580015200 0.739032750 0.719232560 0.580742840
## 7815 H1fnt -0.113349440 0.064888000 -0.022650242 -0.114377500
## 7816 H1foo -0.086401940 -0.185420510 -0.099060535 0.154037480
## 7817 H1fx -0.053740500 0.037224770 0.023481846 -0.076144220
## 7818 H2-Aa -2.256433500 -3.387601000 -3.181277800 -2.173248300
## 7819 H2-Ab1 -2.871884300 -3.124431100 -2.668230000 -1.789115400
## 7820 H2afb1 -0.022401810 -0.017437458 -0.055698395 0.032045840
## 7821 H2afj -0.082166670 0.000000000 0.132515900 0.004183769
## 7822 H2afv 0.317732800 0.175387380 0.821564700 0.458847050
## 7823 H2afx -0.156635760 -0.330005170 -0.324734200 -0.124464990
## 7824 H2afy -0.567866800 0.039437294 -0.216040130 -0.112623215
## 7825 H2afy2 1.496773700 0.229494570 0.907336240 0.457134250
## 7826 H2afy3 -0.153561590 -0.116032120 -0.014781952 0.162176130
## 7827 H2afz -0.048453808 -0.148364070 0.004683972 -0.381421090
## 7828 H2bfm 0.074944970 0.137165550 0.000000000 -0.068177700
## 7829 H2-Bl -0.133872030 -0.160664080 0.000000000 0.206482890
## 7830 H2-D1 -0.310493470 -0.485633850 -0.297480580 0.117335320
## 7831 H2-DMa -1.053662800 -0.637318130 -0.580880170 -0.818909650
## 7832 H2-DMb2 -0.752141000 -0.720903400 -0.708272930 -0.632620800
## 7833 H2-Ea-ps -0.172487260 -0.111469270 -0.041503430 0.064975740
## 7834 H2-Eb1 -0.681187600 -1.213646400 -0.955099600 -0.556698800
## 7835 H2-Eb2 -0.058179380 -0.140755650 0.000000000 -0.181646820
## 7836 H2-K1 -0.351705550 -0.508942600 -0.597561840 0.012628555
## 7837 H2-K2 0.035366060 -0.136236670 -0.059337140 0.077519420
## 7838 H2-Ke2 -0.402339940 0.040512085 0.090196610 -0.200843810
## 7839 H2-Ke6 0.145993230 0.454791070 0.317375180 -0.083513260
## 7840 H2-M1 -0.107236385 0.082235340 0.110730650 0.271913050
## 7841 H2-M10.1 -0.038564205 0.055224420 0.102523330 0.021781921
## 7842 H2-M10.2 -0.033753872 -0.057110786 -0.093752384 -0.162917140
## 7843 H2-M10.3 0.068502900 0.145812990 0.103454590 -0.038048267
## 7844 H2-M10.4 0.065874100 0.000000000 0.178587440 0.339183800
## 7845 H2-M10.5 0.000000000 0.082617760 0.032722950 -0.041794777
## 7846 H2-M10.6 0.039459230 0.037178516 0.218559270 -0.003138542
## 7847 H2-M11 0.031942368 0.000000000 0.202308650 0.084581850
## 7848 H2-M2 0.022000790 -0.055353640 -0.063048840 0.120201590
## 7849 H2-M3 -0.206519130 -0.377783780 0.117182730 0.288249020
## 7850 H2-M5 -0.100709915 -0.130767820 0.055838108 0.034973145
## 7851 H2-M9 -0.025652409 -0.094466686 0.120829105 0.187816620
## 7852 H2-Oa -0.027398586 -0.253063200 -0.063251970 0.069622520
## 7853 H2-Q1 -0.128049370 -0.166617400 -0.163174630 0.123947140
## 7854 H2-Q10 -0.038668633 -0.014200211 0.000674000 0.013397694
## 7855 H2-Q2 -0.241179940 -0.211081980 0.094505790 0.175489900
## 7856 H2-Q4 -0.501881100 -0.703893200 -0.606646060 0.335411070
## 7857 H2-Q6 -1.067474400 -1.437569600 -1.255530400 0.549051300
## 7858 H2-Q7 -0.459193230 -0.568051340 -0.601100900 0.239347460
## 7859 H2-Q8 -0.630980000 -0.909806250 -1.055746100 0.428486820
## 7860 H2-T10 0.057273388 -0.339622970 -0.115535736 0.005080223
## 7861 H2-T22 -0.335695270 0.031309128 -0.040164948 0.442156800
## 7862 H2-T23 -0.227804180 -0.149297710 -0.115269660 -0.047845840
## 7863 H2-T24 0.178401950 0.000000000 0.565354350 0.664648060
## 7864 H2-T3 0.152687550 0.190043450 0.001805306 0.075941086
## 7865 H3f3a 0.057979823 0.145959378 0.039060308 -0.308784008
## 7866 H3f3b 0.061182022 0.115066530 -0.009271622 -0.179223060
## 7867 H60b 0.000000000 -0.186193470 -0.086354730 0.080593586
## 7868 H6pd -0.061567307 0.000000000 -0.084738255 -0.016231060
## 7869 Haao -0.222301000 -0.348446850 0.056380750 -0.209286210
## 7870 Habp2 -0.170174120 -0.077853200 0.137785430 -0.228596210
## 7871 Habp4 0.327419280 0.220789910 0.443759920 -0.129259110
## 7872 Hace1 0.323409080 -0.301742080 0.000000000 0.172317500
## 7873 Hacl1 0.277123450 0.031638622 0.109861850 -0.012783527
## 7874 Hadh 0.540644170 0.641505700 0.523396970 0.160509110
## 7875 Hadha 0.067278860 0.117606160 0.345465660 -0.141828540
## 7876 Hadhb 0.000000000 0.102722170 0.123816015 0.028530121
## 7877 Hagh -0.330863950 -0.283330920 -0.167092320 -0.403831480
## 7878 Haghl -0.083438400 -0.104069230 0.255871300 0.042947770
## 7879 Hal 0.000000000 -0.106554985 -0.156950950 -0.094252590
## 7880 Hamp -0.104880330 -0.094720840 0.035755157 0.692379000
## 7881 Hamp2 -0.113774300 -0.326510430 0.001962662 0.342685700
## 7882 Hand1 -0.045531750 0.118796825 0.144895550 0.033981800
## 7883 Hand2 0.019100666 0.000000000 0.068159580 -0.046868324
## 7884 Hao1 0.048454760 0.007135868 0.092590810 -0.040787697
## 7885 Hao2 0.199207780 -0.012183666 0.059634686 -0.080475810
## 7886 Hap1 -0.386667730 -0.350361350 0.068518640 -0.214155200
## 7887 Hapln1 -0.099496840 -0.028563976 -0.062464714 0.157377720
## 7888 Hapln2 0.075056076 0.034453870 0.068010330 -0.000104000
## 7889 Hapln3 0.150253300 -0.000631000 0.197119240 -0.017773628
## 7890 Hapln4 0.066047670 0.016942501 0.217857840 0.068490980
## 7891 Harbi1 -0.435987000 0.149582390 0.191510200 0.517270570
## 7892 Hars 0.084839820 0.043700220 0.409314160 -0.003437996
## 7893 Hars2 0.038162710 -0.108016970 0.261216640 0.164444450
## 7894 Has1 0.007679462 -0.102856636 -0.164488790 0.070290090
## 7895 Has2 -0.039554596 0.000000000 0.043536663 -0.006223202
## 7896 Has3 -0.392270570 -0.203085420 0.000000000 -0.223532200
## 7897 Hat1 -0.219059940 -0.059661865 0.000000000 -0.255638120
## 7898 Haus1 0.096508026 0.478135100 0.732434300 -0.306029320
## 7899 Haus2 0.350746150 0.115397450 0.373898030 -0.133286000
## 7900 Haus3 0.204921720 -0.114512920 -0.182023050 -0.089060310
## 7901 Haus4 -0.217081070 -0.097186090 0.000000000 0.329317100
## 7902 Haus5 0.039340020 -0.129017353 0.057074309 0.010000468
## 7903 Haus6 0.000000000 -0.106032850 -0.264310840 -0.168252470
## 7904 Haus7 0.641342640 0.393950000 0.790358540 -0.094477650
## 7905 Haus8 -0.147214410 0.191291810 -0.139729980 -0.058493614
## 7906 Havcr1 -0.111106870 0.142919540 -0.007118702 -0.095054150
## 7907 Havcr2 0.000000000 -0.091556550 -0.040723800 0.043010235
## 7908 Hax1 0.057650088 0.356740950 0.103059770 -0.453889370
## 7909 Hba-a1 -0.095201490 -1.958269100 -0.870583530 0.595695500
## 7910 Hba-a2 -0.030628204 -1.896963100 -0.817931200 0.659632700
## 7911 Hba-x -0.023306370 0.000000000 0.024625301 0.126928800
## 7912 Hbb-b1 0.013098717 -2.821861300 -0.776119230 0.604606600
## 7913 Hbb-bh1 0.044099808 0.012259960 0.033596992 0.036433697
## 7914 Hbb-bh2 0.102892400 -0.082757470 0.030947685 -0.250412940
## 7915 Hbb-y 0.394586560 -0.115382195 0.081453320 -0.058370590
## 7916 Hbegf 0.726185800 0.930082300 1.099166900 -0.156588550
## 7917 Hbp1 0.420114520 0.216805460 -0.181145670 0.049336433
## 7918 Hbq1a -0.080674650 -0.040102480 0.245425220 0.008917809
## 7919 Hbq1b -0.015077591 0.106023790 -0.211551190 -0.124028680
## 7920 Hbs1l -0.039287090 -0.035800935 0.172424795 -0.036436081
## 7921 Hc -0.047173023 0.021819115 -0.067515370 -0.168781280
## 7922 Hccs 0.199739460 -0.210838800 0.000000000 0.182608600
## 7923 Hcfc1 -0.023398400 0.079879760 -0.001606941 -0.085113525
## 7924 Hcfc1r1 0.345914360 -0.141849040 -0.235076900 -0.243022440
## 7925 Hcfc2 -0.160799980 -0.135154720 0.073425290 0.210536960
## 7926 Hck -0.086815834 0.000000000 -0.185983180 0.017164707
## 7927 Hcls1 -1.630367800 -1.697673800 -0.727635860 0.303476330
## 7928 Hcn1 -0.024412632 0.030555725 0.073065280 0.016129017
## 7929 Hcn2 0.333172320 0.108692646 0.015607357 -0.012201786
## 7930 Hcn3 0.036553383 -0.122758865 0.113620280 0.011528492
## 7931 Hcn4 0.027359962 0.000000000 0.175677780 0.020935059
## 7932 Hcrt -0.107215405 0.068495270 0.009759903 -0.064505100
## 7933 Hcrtr1 0.000000000 0.169077870 0.041446210 0.032107830
## 7934 Hcrtr2 0.015755653 -0.002111435 -0.009288788 0.067410470
## 7935 Hcst -0.244415280 -0.278652200 -0.232306480 0.037544727
## 7936 Hdac1 0.049817562 0.131509780 0.095073702 -0.317819120
## 7937 Hdac10 0.028400898 -0.019218445 -0.039775370 0.173735620
## 7938 Hdac11 0.016736507 0.026263714 -0.053644180 0.000000000
## 7939 Hdac2 -0.058565140 0.076531410 0.085902214 0.227471350
## 7940 Hdac3 0.000000000 0.128698350 -0.159435270 0.131926540
## 7941 Hdac4 0.041347504 0.041319847 0.118519306 0.125907900
## 7942 Hdac5 0.003757000 0.115408420 0.171225070 0.074594020
## 7943 Hdac6 0.000000000 0.115534780 0.190728660 -0.211354260
## 7944 Hdac7 -0.254550460 0.011338234 0.040978430 0.500719100
## 7945 Hdac8 0.108896255 -0.248975750 0.335905080 -0.169228080
## 7946 Hdac9 -0.005204201 0.096716880 0.013569832 1.264510200
## 7947 Hdc -0.270911220 -0.177811620 -0.341358660 0.474290370
## 7948 Hddc2 0.271506300 0.364837650 0.755228040 -0.123423580
## 7949 Hddc3 0.044662952 0.128007890 -0.069573880 -0.100245000
## 7950 Hdgf 0.105202200 -0.023303032 0.000000000 -0.053745270
## 7951 Hdgfl1 0.001422405 0.000347000 -0.021159649 0.000000000
## 7952 Hdgfrp2 -0.133010860 0.559216500 0.188725470 0.268548000
## 7953 Hdgfrp3 -0.014532089 0.253811840 0.143297200 0.484560970
## 7954 Hdhd1a 0.000000000 0.043177605 0.158171180 0.070353985
## 7955 Hdhd2 0.048088074 0.000000000 0.242427830 0.098751070
## 7956 Hdhd3 0.022650242 0.068983080 -0.345296860 0.005888939
## 7957 Hdlbp 0.125410080 0.025057793 0.286848070 0.030440330
## 7958 Hdx -0.056959630 -0.311057100 -0.223090650 0.603367800
## 7959 Heatr1 -0.392655370 -0.503877640 -0.160646440 -0.251840600
## 7960 Heatr2 0.089027880 0.020119190 0.011467457 -0.007109165
## 7961 Heatr3 -0.111824750 -0.000925780 0.191523312 0.117154835
## 7962 Heatr5a 0.533939360 0.308839800 0.196662900 0.000000000
## 7963 Heatr5b 0.183237714 0.535740703 0.143287023 0.376741083
## 7964 Heatr6 -0.443719400 -0.119930270 0.010416508 0.201524260
## 7965 Hebp1 -0.064453600 0.143651490 -0.137479300 -0.114587310
## 7966 Hebp2 0.134053700 0.207935330 0.000000000 0.042551517
## 7967 Heca 0.000000000 0.101958275 -0.702953800 0.079731940
## 7968 Hectd1 0.170518160 0.161938670 0.243055345 0.110626460
## 7969 Hectd2 -0.115137580 -0.200950620 0.002997398 0.341314800
## 7970 Hectd3 -0.175468920 0.158923630 -0.068897724 -0.151363370
## 7971 Hecw1 -0.103905200 -0.071899414 0.140393260 -0.154057980
## 7972 Hecw2 -1.785528200 -1.428115800 -1.691569300 1.333016400
## 7973 Heg1 0.202325820 0.347128400 0.097774980 0.150398730
## 7974 Helb 0.000000000 0.453489300 -0.067494390 0.151026250
## 7975 Hells 0.136812690 0.571046800 -0.454231260 -0.243729110
## 7976 Helq -0.061075687 -0.105436325 0.430248260 0.239266400
## 7977 Helt -0.045765877 0.000305000 0.094630720 0.110644340
## 7978 Helz 0.113209724 0.056175232 0.025074005 0.400286670
## 7979 Helz2 0.117185590 -0.273586270 0.205134390 0.092649460
## 7980 Hemgn -0.061495780 0.078977585 0.113323690 -0.070222855
## 7981 Hemk1 -0.143766880 -0.206040380 -0.223753930 0.308743950
## 7982 Hemt1 0.117631910 0.000000000 -0.075790405 -0.112743380
## 7983 Henmt1 -0.199221370 0.029457809 0.015146730 0.052776574
## 7984 Hepacam -0.026702404 0.135928630 -0.024334908 -0.022620678
## 7985 Hepacam2 -0.040091515 0.016669273 0.010241985 0.010241985
## 7986 Heph -0.142848010 -0.148811820 -0.576595300 -0.000974000
## 7987 Hephl1 0.022272110 0.062316895 0.056609630 0.028551579
## 7988 Herc1 0.000000000 -0.338886260 -0.502682700 0.137118340
## 7989 Herc2 0.199433330 0.096581460 0.150015830 0.046655655
## 7990 Herc3 0.568003200 -0.210721500 -0.555165770 -0.011642456
## 7991 Herc4 0.143928526 -0.042591095 -0.174100401 0.055660010
## 7992 Herc6 -0.142836570 -0.498065950 -0.657459260 0.387823100
## 7993 Herpud1 0.342881200 -0.239986420 0.032956123 0.000000000
## 7994 Herpud2 0.100358960 0.077146530 0.451898570 0.095765114
## 7995 Hes1 -0.411700730 0.000000000 -0.335384370 -0.211337570
## 7996 Hes2 0.007098675 0.104001520 0.053566456 -0.143867020
## 7997 Hes3 0.000000000 0.061737537 -0.009912014 0.164911270
## 7998 Hes5 -0.077095510 0.002994537 0.097087860 0.134912970
## 7999 Hes6 -0.069806576 0.164019580 0.094554424 -0.038331030
## 8000 Hes7 -0.170325280 -0.032332897 0.065840243 0.033026457
## 8001 Hesx1 0.000258000 0.001564026 0.129983900 -0.177207000
## 8002 Hexa -0.009619713 0.000000000 -0.036737442 -0.259720800
## 8003 Hexb -0.045843124 -0.364216330 0.085848810 0.061305046
## 8004 Hexdc 0.112013820 0.053058624 0.066730020 0.050354958
## 8005 Hexim1 0.134178160 0.166912560 0.403996000 -0.006723881
## 8006 Hexim2 -0.100304130 -0.190573690 -0.072196010 0.081658360
## 8007 Hey1 0.138659480 0.103672030 0.215504650 0.487466800
## 8008 Hey2 -0.066021440 -0.151249410 -0.123990536 0.112289906
## 8009 Heyl -0.147121430 0.022550106 0.200740340 -0.019751072
## 8010 Hfe -0.375537400 -0.381595130 -0.029103756 0.020711899
## 8011 Hfe2 0.014234066 -0.080050945 -0.041499615 0.247734070
## 8012 Hfm1 -0.033710241 -0.020974398 0.027347088 -0.019905806
## 8013 Hgd -0.199491980 -0.072791580 -0.139731400 -0.152428630
## 8014 Hgf -0.241261000 -0.184332850 -0.074461940 -0.184487340
## 8015 Hgfac 0.094704630 -0.019381046 -0.134948730 0.107711315
## 8016 Hgs 0.090796470 0.280610560 -0.318537240 -0.067212580
## 8017 Hgsnat -0.013059616 0.314054500 -0.123352050 0.192569730
## 8018 Hhat 0.000000000 0.328235150 0.035697937 -0.095896244
## 8019 Hhatl 0.012111187 0.011304855 -0.097506050 -0.079113480
## 8020 Hhex 0.199493410 -0.050930023 0.382869720 -0.690266600
## 8021 Hhip -0.101027010 0.037727833 -0.035336018 0.123761654
## 8022 Hhipl1 -0.158831600 -0.029470920 0.139140130 0.235446450
## 8023 Hhipl2 0.077623370 -0.097688675 0.000000000 -0.002730370
## 8024 Hhla1 -0.013521194 -0.080433370 -0.126840110 0.023626328
## 8025 Hiat1 0.398809430 0.175600050 0.741560000 -0.068815230
## 8026 Hiatl1 0.434529300 -0.067134860 -0.381146430 0.000000000
## 8027 Hibadh 0.000000000 -0.056582928 0.541413300 -0.120422360
## 8028 Hibch 0.137149330 0.476211070 0.260174270 -0.389347080
## 8029 Hic1 -0.118152140 0.433537480 0.220912930 0.022535324
## 8030 Hic2 0.019270420 -0.110197070 0.126048090 0.044777393
## 8031 Hid1 0.000000000 0.377394680 0.325232500 0.109799385
## 8032 Hif1a 0.095979690 0.003052712 0.886219000 0.000000000
## 8033 Hif1an 0.073709965 0.015043736 -0.127155300 0.446151260
## 8034 Hif3a 0.119401455 0.000000000 0.074929240 -0.016964912
## 8035 Higd1a 0.621757035 0.417754159 0.350182540 -0.363087650
## 8036 Higd1b 0.476422800 0.404610630 0.471771720 1.080860100
## 8037 Higd1c -0.051511765 -0.056668760 -0.134885790 0.004835129
## 8038 Higd2a 0.320862770 0.464327800 0.710566500 0.096847534
## 8039 Hilpda 0.078381060 0.036221980 0.616981500 -0.089241505
## 8040 Hils1 -0.098226070 0.033458233 0.183330060 0.001473427
## 8041 Hinfp 0.000000000 -0.212957860 0.862423900 0.441705700
## 8042 Hint1 0.303923600 0.193831440 0.185898780 -0.144539830
## 8043 Hint2 0.172151570 0.462619780 0.282508850 -0.022168160
## 8044 Hint3 0.344086170 0.579619900 -0.194937700 0.615452300
## 8045 Hip1 0.678659440 0.900795000 0.894331930 -0.014668465
## 8046 Hip1r 0.128144260 0.201724530 0.233870980 0.673681740
## 8047 Hipk1 0.113268850 0.000000000 0.043698310 -0.089347840
## 8048 Hipk2 -0.219017030 -0.170682900 -0.094763756 -0.114111900
## 8049 Hipk3 0.714328770 0.589631100 0.733866700 0.017127037
## 8050 Hipk4 -0.182575700 0.002282143 0.090023520 -0.081488610
## 8051 Hira -0.078934190 -0.065637590 0.159289360 0.084009170
## 8052 Hirip3 -0.423887730 -0.009284973 -0.581838600 -0.147234920
## 8053 Hist1h1a -0.101315500 -0.112810135 -0.209788320 0.092024800
## 8054 Hist1h1b -0.139618870 0.123102190 0.059999943 -0.208567620
## 8055 Hist1h1c 0.854312900 0.844238300 0.869279860 0.487986560
## 8056 Hist1h1d -0.142291550 -0.111066340 -0.022690296 -0.083324910
## 8057 Hist1h1t -0.123183250 -0.018791676 -0.068130970 0.042317867
## 8058 Hist1h2aa -0.247291560 -0.026216507 -0.178961750 -0.107639310
## 8059 Hist1h2ab -0.121111870 -0.045992374 -0.048041820 0.126838680
## 8060 Hist1h2ac 0.466337680 -0.210993290 0.013371944 0.148474700
## 8061 Hist1h2ae 0.045270920 0.000000000 0.005769253 0.083419800
## 8062 Hist1h2af -0.441979400 -0.160099030 -0.025528908 0.000000000
## 8063 Hist1h2ak -0.304335120 -0.105474470 0.000000000 0.048902990
## 8064 Hist1h2an -0.466371540 -0.128000260 0.034456253 0.000000000
## 8065 Hist1h2ao -0.431708497 -0.156225522 -0.000500679 -0.005454540
## 8066 Hist1h2ap -0.383914950 -0.149832730 0.020156860 -0.028943062
## 8067 Hist1h2ba -0.134748940 -0.009171009 0.107837200 0.013131619
## 8068 Hist1h2bb -0.014832497 -0.033169270 -0.040980816 0.000000000
## 8069 Hist1h2bc 0.356848385 0.207721070 0.281294823 0.125363667
## 8070 Hist1h2be -0.325682630 -0.085177900 0.168418410 0.145201680
## 8071 Hist1h2bg 0.244358540 0.000000000 -0.233073230 0.022431374
## 8072 Hist1h2bh -0.264531140 -0.313798900 0.124894140 0.090403560
## 8073 Hist1h2bm 0.037371160 0.027407170 0.000000000 0.013515472
## 8074 Hist1h2bp -0.127851490 -0.065669060 -0.087162970 0.031610966
## 8075 Hist1h2br 0.005154037 -0.023889827 0.195623208 0.340482712
## 8076 Hist1h3a -0.145465850 0.146363260 0.036134243 -0.136002540
## 8077 Hist1h3d -0.104195833 -0.001451495 -0.025427340 -0.005463600
## 8078 Hist1h3f -0.109637260 0.118390720 0.116232395 -0.095094043
## 8079 Hist1h3g -0.128762247 0.136335373 0.087045988 -0.123987993
## 8080 Hist1h4b -0.351144157 -0.648794810 -0.928767197 -0.019871712
## 8081 Hist1h4c 0.096714020 -0.030678272 -0.343786720 0.057601930
## 8082 Hist1h4d -0.566549300 -0.710244200 -0.720101360 0.026697159
## 8083 Hist1h4f -0.557295800 -0.098794460 -0.633418100 0.128519060
## 8084 Hist1h4h 0.612530700 0.064083576 -0.344871040 0.056572914
## 8085 Hist1h4i -0.027657986 0.140333650 -0.175983430 0.246590140
## 8086 Hist1h4m 0.262886520 -0.290315630 -0.135394100 0.556335900
## 8087 Hist1h4n -0.354358670 -0.692623630 -1.008123900 0.027362824
## 8088 Hist2h2aa1 -0.400899694 -0.113684463 0.004243851 -0.166215517
## 8089 Hist2h2ab -0.471583370 -0.200085160 0.000449000 -0.017894268
## 8090 Hist2h2bb -0.392864230 -0.359639170 -0.140800000 -0.074026585
## 8091 Hist2h2be 0.845021250 1.073820100 1.046195000 -0.438643460
## 8092 Hist2h3b -0.151178840 0.180160760 0.129394535 -0.109462260
## 8093 Hist2h3c1 -0.213901040 0.111370560 0.058820248 -0.051086903
## 8094 Hist2h3c2 0.963967800 -0.090599540 -0.370901580 0.463648320
## 8095 Hist2h4 -0.283782960 -0.116787910 -0.352884300 0.000000000
## 8096 Hist3h2a -0.384418500 -0.176033020 -0.312822340 0.000000000
## 8097 Hist3h2ba -0.040158750 0.178850170 0.103038790 0.303311820
## 8098 Hist3h2bb-ps -0.182234290 -0.104052070 0.187329290 0.115047455
## 8099 Hist4h4 -0.207502370 -0.151223660 -0.170376300 0.032928467
## 8100 Hivep1 0.429954530 0.610620500 0.564554200 0.220239640
## 8101 Hivep2 0.300359730 0.459508900 0.392293930 0.268723500
## 8102 Hivep3 -0.095137120 -0.151120900 -0.093364002 0.344352960
## 8103 Hjurp -0.517771700 -0.234407420 -0.299260140 -0.294726370
## 8104 Hk1 -0.190980910 0.074128150 -0.127192500 0.053928375
## 8105 Hk2 -0.095909120 -0.216264720 -0.239016060 -0.130106930
## 8106 Hk3 0.098274710 -0.189298630 0.168762200 -0.090432170
## 8107 Hkdc1 -0.000045800 0.157626630 0.041545390 -0.023879051
## 8108 Hlcs 0.581588750 0.913194200 -0.056879997 -0.207078930
## 8109 Hlf 0.539108750 0.588039900 0.867144100 -0.232449050
## 8110 Hltf 0.303020480 -0.352031700 -0.035742760 0.045084953
## 8111 Hlx -0.189821240 -0.219708440 -0.063103676 0.153718000
## 8112 Hmbox1 0.649189950 1.005541800 0.542356500 -0.037766457
## 8113 Hmbs -0.098414900 -0.343081710 0.000680923 -0.181308985
## 8114 Hmcn1 3.035432797 2.891030739 2.480824714 0.617912160
## 8115 Hmg1l1 -0.130817410 -0.032652855 -0.088504790 0.000000000
## 8116 Hmg20a 0.144104000 0.047858240 -0.090586660 0.527278900
## 8117 Hmg20b 0.011539936 0.097752094 -0.067424774 0.431059360
## 8118 Hmga1 -0.058445932 0.135971545 0.000000000 -0.176314830
## 8119 Hmga2 -0.109050034 -0.084069250 0.010541441 0.068742510
## 8120 Hmgb1 -0.130206764 -0.060983569 -0.071639240 -0.112146244
## 8121 Hmgb1-rs17 0.026089191 -0.029213428 0.000000000 -0.164125440
## 8122 Hmgb2 -0.272297860 -0.136017800 -0.095857142 0.321470503
## 8123 Hmgb3 -0.619929550 -0.641837600 -0.607353215 -0.045019150
## 8124 Hmgb4 -0.023617744 0.144422050 0.044836520 -0.004504681
## 8125 Hmgcl 0.095347404 -0.428828720 -0.212231160 0.000000000
## 8126 Hmgcll1 -0.064812660 -0.024511337 0.048743725 0.000000000
## 8127 Hmgcr 0.323269840 -0.324015620 -0.178883550 -0.034750940
## 8128 Hmgcs1 0.131955150 0.000000000 0.284914970 0.338807100
## 8129 Hmgcs2 2.686421400 3.313531000 2.811048500 0.011882782
## 8130 Hmgn1 0.034612656 0.112421990 0.155535700 -0.000560000
## 8131 Hmgn2 -0.113071681 -0.039719105 0.204428675 -0.889214753
## 8132 Hmgn3 0.032609940 0.013351917 -0.004777432 -0.378066060
## 8133 Hmgn5 0.972603800 0.626740460 0.720324500 -0.210523600
## 8134 Hmgxb4 0.164408680 0.687738400 0.886391640 0.323814400
## 8135 Hmha1 -0.193594930 -0.046787740 -0.089096546 -0.089126590
## 8136 Hmmr -0.248178000 -0.169992920 -0.169204710 0.087978360
## 8137 Hmox1 -0.392403130 -0.509636400 0.000000000 0.040337563
## 8138 Hmox2 -0.503801350 -0.302225100 -0.387498860 0.067913055
## 8139 Hmx1 0.005241394 0.206892970 0.147543900 -0.096951485
## 8140 Hmx2 -0.042905330 0.125913620 0.036783220 -0.110104084
## 8141 Hmx3 0.000000000 0.123595240 -0.047443390 -0.013712883
## 8142 Hn1 -0.955563550 -0.737400530 -0.546594140 -0.494872100
## 8143 Hn1l -0.439135550 -0.265150070 -0.324839120 -0.371541020
## 8144 Hnf1a -0.015744686 0.103689670 0.125813480 0.076004980
## 8145 Hnf1b 0.051953793 -0.143403530 0.100930690 -0.034965040
## 8146 Hnf4a -0.034469604 0.004372597 0.052010060 -0.077638626
## 8147 Hnf4g -0.028916836 0.034050940 -0.054828167 0.057790280
## 8148 Hnmt -0.108529090 -0.104207516 0.054299830 -0.130479340
## 8149 Hnrnpa0 0.000000000 0.123145100 0.079164505 -0.091365814
## 8150 Hnrnpa1 -0.237014775 -0.173732280 -0.255146980 0.024722576
## 8151 Hnrnpa2b1 0.120991710 -0.074034690 -0.117119790 -0.031256676
## 8152 Hnrnpa3 -0.057949065 -0.033666399 -0.165715747 0.052214093
## 8153 Hnrnpab -0.290789600 -0.393325800 -0.320057870 -0.178831100
## 8154 Hnrnpc 0.065811160 0.015696526 -0.573306100 -0.471823700
## 8155 Hnrnpd 0.020958900 0.015619278 -0.072504040 -0.060199738
## 8156 Hnrnpdl -0.169679640 -0.174880030 -0.130215640 -0.083106040
## 8157 Hnrnpf -0.099945449 -0.061967945 -0.043649292 0.093865871
## 8158 Hnrnph1 0.059911728 -0.094071390 -0.229634280 0.082791330
## 8159 Hnrnph2 0.004095555 0.165248870 -0.387424465 -0.046650887
## 8160 Hnrnph3 0.297028540 0.216970440 0.258152960 0.186257360
## 8161 Hnrnpk 0.071894010 0.093901953 -0.034802755 -0.169828093
## 8162 Hnrnpl -0.125818250 0.017218590 -0.006656647 -0.134153370
## 8163 Hnrnpll 0.220169070 0.000000000 -0.251614570 -0.223535540
## 8164 Hnrnpm -0.065161705 0.116014480 -0.127466200 0.047855377
## 8165 Hnrnpr 0.050941467 0.207286830 0.359601970 0.340653420
## 8166 Hnrnpu -0.102779390 -0.126454350 -0.136219980 0.031537056
## 8167 Hnrnpul1 -0.145316120 -0.053345680 0.333493230 0.155948640
## 8168 Hnrnpul2 -0.244360920 0.049889565 0.000000000 0.021847725
## 8169 Hoga1 -0.088153360 0.037128450 -0.096646786 -0.305299280
## 8170 Homer1 0.512753500 0.119778630 -0.021049023 -0.147539140
## 8171 Homer2 -0.061725377 -0.112472295 -0.034196614 0.020804642
## 8172 Homer3 0.078944206 -0.057342052 0.258987900 0.173284050
## 8173 Homez -0.303884500 0.046713830 0.125501160 0.015661716
## 8174 Hook1 -0.069667340 0.011382104 0.037330865 -0.083268168
## 8175 Hook2 -0.051507473 -0.057654858 0.120568750 0.066533566
## 8176 Hook3 0.277899740 -0.025186539 0.035197258 0.114990234
## 8177 Hopx -0.179597380 -0.453950880 -0.113540650 0.309926030
## 8178 Hormad1 -0.054403305 -0.024564371 -0.007289648 0.022722721
## 8179 Hormad2 -0.060307503 -0.041759014 0.058890820 -0.015185356
## 8180 Hoxa1 -0.231005670 -0.053913116 -0.121026516 0.269721500
## 8181 Hoxa10 -0.194978240 0.009882927 0.029284477 -0.218731400
## 8182 Hoxa11 -0.091302870 -0.024971008 0.013025761 0.079640865
## 8183 Hoxa13 0.110735420 0.062329770 0.245315070 0.036580563
## 8184 Hoxa2 -0.430042740 -0.136592390 -0.432792660 -0.119676110
## 8185 Hoxa3 -0.186497450 -0.145548103 -0.096301792 -0.057698726
## 8186 Hoxa4 -0.185562130 -0.283823000 -0.027935028 0.064306260
## 8187 Hoxa5 -1.041663200 -1.148348300 -1.260998700 -0.758553500
## 8188 Hoxa6 -0.183950420 -0.097906110 -0.022379398 -0.207289700
## 8189 Hoxa7 -0.279041300 -0.087275030 -0.059533120 -0.004261971
## 8190 Hoxa9 -0.252208230 -0.078782560 0.004092693 -0.230104450
## 8191 Hoxb1 -0.046040058 0.000000000 -0.024789810 -0.160885810
## 8192 Hoxb13 0.024418830 0.012422562 0.076594350 -0.067249300
## 8193 Hoxb2 -0.405067920 -0.222605230 0.010430813 -0.078163624
## 8194 Hoxb3 -0.280641560 -0.198325630 -0.268354900 -0.227139470
## 8195 Hoxb4 -1.559989900 -1.242553200 -1.390338400 -0.183794980
## 8196 Hoxb5 -1.067257900 -0.975457670 -1.127490000 -1.003505200
## 8197 Hoxb6 -0.563346860 -0.169064040 -0.445476060 -0.006411552
## 8198 Hoxb7 -0.021080970 0.111119750 0.046315193 -0.232378960
## 8199 Hoxb8 -0.347967620 -0.120219710 0.000000000 -0.083190440
## 8200 Hoxb9 -0.223212240 -0.131949420 0.026213646 -0.058217050
## 8201 Hoxc10 0.000000000 -0.097626686 0.191360950 -0.002287388
## 8202 Hoxc11 -0.016122341 0.048425198 0.304994100 0.000000000
## 8203 Hoxc12 0.055817604 0.205898760 0.140276910 -0.057859420
## 8204 Hoxc13 0.043493748 -0.007534027 -0.065096380 0.046432495
## 8205 Hoxc4 -0.041714190 0.000000000 0.004241943 0.005877495
## 8206 Hoxc5 -0.159152030 -0.051767350 0.010270119 0.000000000
## 8207 Hoxc6 -0.134945400 -0.237647530 -0.124657630 -0.198778150
## 8208 Hoxc8 -0.013590336 -0.149653910 0.122915745 -0.107374670
## 8209 Hoxc9 -0.018291950 -0.201727870 -0.017693520 -0.172153470
## 8210 Hoxd1 0.011789799 0.017858982 0.265181060 0.040705204
## 8211 Hoxd10 0.012040138 -0.088303566 -0.020541668 -0.134731770
## 8212 Hoxd11 -0.149054530 0.073082450 -0.051624775 0.040024757
## 8213 Hoxd12 -0.126924040 -0.104584694 0.042793274 0.224426270
## 8214 Hoxd13 -0.046949863 -0.063629150 0.057535170 -0.283399100
## 8215 Hoxd3 -0.012808323 -0.045265675 0.065393925 -0.117753506
## 8216 Hoxd4 -0.334840770 -0.268053050 -0.074502945 0.085463050
## 8217 Hoxd8 -1.123583300 -0.871721740 -0.968869700 0.301140300
## 8218 Hoxd9 -0.248593800 -0.218269820 -0.307290080 -0.122983930
## 8219 Hp -0.105621340 -0.280603900 -0.111549380 -0.190532680
## 8220 Hp1bp3 -0.028588295 0.029528618 0.281398770 0.188486100
## 8221 Hpca 0.000000000 0.008412361 -0.020536423 -0.006467342
## 8222 Hpcal1 -0.101043465 -0.377365840 -0.069932220 0.050422670
## 8223 Hpcal4 0.096398830 0.151261800 -0.034589290 -0.042909145
## 8224 Hpd -0.127199170 -0.166098120 -0.158760070 -0.088811874
## 8225 Hpdl -0.105785850 -0.028064251 -0.030112267 0.000000000
## 8226 Hpgd -1.556582900 -1.473034400 -1.675167600 -1.622528100
## 8227 Hpgds -0.256336700 -0.051438330 0.291615000 -0.051616670
## 8228 Hpn 0.000000000 0.092187405 -0.037889480 -0.417439940
## 8229 Hprt 0.704444900 0.571311950 0.574627900 0.000000000
## 8230 Hps1 0.000000000 -0.081654070 0.097808840 -0.092193130
## 8231 Hps3 -0.096067430 0.077411650 0.000000000 -0.228440280
## 8232 Hps4 0.116897580 0.000000000 -0.084186554 -0.055829050
## 8233 Hps5 -0.010461807 0.022727013 -0.305796620 0.000000000
## 8234 Hps6 -0.105266570 0.004567146 0.088143826 -0.127569200
## 8235 Hpse -0.210815900 0.053411960 0.031663418 0.031300068
## 8236 Hpse2 -0.062160492 -0.027470589 0.016483307 -0.138968470
## 8237 Hpvc-ps 0.094967840 -0.126183510 0.273365970 0.401988980
## 8238 Hpx 0.073669430 0.025609493 0.057938100 -0.003837585
## 8239 Hr 0.027882576 0.005847454 0.065298560 -0.163832190
## 8240 Hras1 -0.352606300 0.058344840 0.098615650 0.387537960
## 8241 Hrasls 0.325715070 0.006932735 -0.023498058 -0.155589580
## 8242 Hrasls5 0.123252390 0.000000000 -0.037642956 0.015148640
## 8243 Hrc 0.020925522 0.010242939 -0.130618100 -0.065611840
## 8244 Hrct1 0.860667700 2.190076400 1.654987800 0.846350200
## 8245 Hrg -0.066789630 -0.005258560 0.101477146 0.000000000
## 8246 Hrh1 -0.004725456 0.000000000 -0.006920338 -0.102296350
## 8247 Hrh2 -0.137523170 -0.158085820 0.047686100 0.334091660
## 8248 Hrh3 0.022185802 0.061230660 -0.033938885 -0.184543610
## 8249 Hrh4 -0.027121067 -0.166956900 0.000000000 -0.103771210
## 8250 Hrk -0.035013676 0.070512770 0.260198120 0.142972950
## 8251 Hrnr 0.000349000 -0.062543870 0.187222000 -0.092309950
## 8252 Hrsp12 0.438214300 0.058284283 1.348258500 -0.121362686
## 8253 Hs1bp3 -0.073559284 0.019575119 0.000000000 -0.062752250
## 8254 Hs2st1 0.090543270 -0.003547192 0.182996270 0.165302750
## 8255 Hs3st1 0.838473800 0.846656300 1.122106600 -0.302924160
## 8256 Hs3st2 0.100883010 0.006224632 0.137622830 -0.063086510
## 8257 Hs3st3a1 -0.054708958 0.453258040 -0.171409130 -0.183855060
## 8258 Hs3st3b1 -0.089499950 0.003633022 -0.124807360 -0.088318825
## 8259 Hs3st5 0.024211407 0.096448900 -0.016718864 0.009249210
## 8260 Hs3st6 -0.081533910 0.037579536 -0.084581850 0.007051468
## 8261 Hs6st1 -0.248557570 -0.238627910 -0.071269510 -0.149131770
## 8262 Hs6st2 -0.128391740 -0.074333670 -0.024810791 0.067137240
## 8263 Hs6st3 0.134501930 0.000000000 0.085699080 -0.019385815
## 8264 Hsbp1 0.279254900 0.078687670 0.435419080 -0.373688700
## 8265 Hscb -0.112515930 0.648238200 -0.335818300 0.285511970
## 8266 Hsd11b1 -0.458567620 -0.350867750 -0.225184440 0.036850452
## 8267 Hsd11b2 -0.139222620 -0.135146140 -0.077893260 -0.008463860
## 8268 Hsd17b1 0.000000000 0.058907986 0.000000000 -0.057692050
## 8269 Hsd17b10 0.071763040 -0.159214970 0.315227500 -0.625765800
## 8270 Hsd17b11 0.318476680 0.635905270 0.468890200 0.000000000
## 8271 Hsd17b12 0.090164185 0.034415245 0.423073770 -0.278593060
## 8272 Hsd17b13 0.018397331 0.000000000 0.080404280 0.009116650
## 8273 Hsd17b14 0.086933610 -0.024158001 0.000000000 -0.037753105
## 8274 Hsd17b2 -0.192836760 -0.053421020 -0.028278350 0.007094860
## 8275 Hsd17b3 0.091727730 -0.064628124 0.050955772 -0.017901897
## 8276 Hsd17b4 0.434257500 0.096892360 0.426174160 0.000000000
## 8277 Hsd17b6 0.041122437 0.000000000 0.010737419 -0.020903587
## 8278 Hsd17b7 0.270710470 -0.055826664 0.448264600 -0.574852470
## 8279 Hsd3b1 -0.069542410 0.022151947 0.064163685 0.000000000
## 8280 Hsd3b2 -0.024157047 0.038476944 -0.028432370 0.055677414
## 8281 Hsd3b3 0.005379200 -0.211004730 0.147855280 0.000000000
## 8282 Hsd3b4 0.078286170 -0.053891897 0.004507781 0.258223060
## 8283 Hsd3b5 -0.191837790 -0.118042470 0.052167892 0.028051376
## 8284 Hsd3b6 -0.065302370 0.066196440 0.102537155 -0.121125220
## 8285 Hsd3b7 -0.041899205 0.173910377 0.088412050 0.101472615
## 8286 Hsdl1 -0.098174095 0.088235855 0.078625680 0.000000000
## 8287 Hsdl2 -0.049411774 0.364790920 0.214115140 -0.075318340
## 8288 Hsf1 0.000000000 0.139201160 -0.112494470 0.023861885
## 8289 Hsf2 0.211185930 -0.185648920 -0.129715920 -0.527884960
## 8290 Hsf2bp 0.081231594 0.004332066 0.027789116 0.038068295
## 8291 Hsf3 -0.008188725 0.000000000 0.029457092 0.040446760
## 8292 Hsf4 0.087277410 0.001539707 -0.046849250 0.116062164
## 8293 Hsf5 -0.109486580 -0.105522156 -0.017775059 0.032886030
## 8294 Hsfy2 -0.051645756 -0.012122154 0.059968470 -0.058878420
## 8295 Hsh2d -0.062955860 -0.145511630 0.050236225 0.086499690
## 8296 Hsp90aa1 0.467410720 -0.564485867 -0.669605897 -0.574620567
## 8297 Hsp90ab1 0.275561330 0.000000000 -0.014470100 -0.106728554
## 8298 Hsp90b1 0.211946490 -0.022676468 -0.064805984 -0.029082298
## 8299 Hspa12a -0.104709625 -0.103466510 -0.118671420 -0.129091260
## 8300 Hspa12b 0.316231730 0.833106040 0.760753630 0.694373130
## 8301 Hspa13 -0.050536633 -0.093244550 0.087685585 0.047680378
## 8302 Hspa14 0.308444020 -0.046752930 0.268938060 -0.358516700
## 8303 Hspa1a 2.423143700 -0.600941497 -0.623359213 -0.398253923
## 8304 Hspa1l -0.022486449 0.665102015 -0.215703964 -0.579839235
## 8305 Hspa2 -0.901775360 -1.136478400 -0.201782230 0.208124160
## 8306 Hspa4 0.190189360 -0.006890297 0.150897980 -0.120606420
## 8307 Hspa4l -0.630312900 -1.266765100 -1.042442300 -1.234236700
## 8308 Hspa5 -0.353465080 -0.524075500 -0.428983700 -0.290081980
## 8309 Hspa8 0.231531147 -0.128500303 -0.449009897 -0.347398120
## 8310 Hspa9 0.000000000 -0.318639760 -0.040589333 0.056498528
## 8311 Hspb1 1.152856983 0.772276096 0.814795153 0.204843681
## 8312 Hspb11 0.809369100 -0.313710200 0.256266600 -0.284898280
## 8313 Hspb2 -0.108985424 -0.217224600 -0.126173970 -0.055246353
## 8314 Hspb3 -0.035524845 0.063165665 0.162170890 -0.006261349
## 8315 Hspb6 0.000000000 0.285444260 0.119462010 0.148300650
## 8316 Hspb7 -0.067895410 -0.017757893 0.088695526 0.254297730
## 8317 Hspb8 2.162406400 1.816741500 2.458437400 -0.128576280
## 8318 Hspb9 -0.082262516 -0.001620293 0.110781670 -0.019597054
## 8319 Hspbap1 0.128892420 -0.147131920 0.083357334 0.045891285
## 8320 Hspbp1 -0.106166840 -0.040725230 0.228156570 -0.078927520
## 8321 Hspd1 0.173952103 -0.154584885 -0.365338325 -0.297927855
## 8322 Hspe1 0.315928935 -0.215612885 -0.230683320 -0.477281110
## 8323 Hspg2 -0.444698330 -0.163597100 -0.397915840 1.366260500
## 8324 Hsph1 1.391862900 -0.491661070 -0.729012500 -0.865671160
## 8325 Htatip2 -0.310926900 -0.156847480 -0.031985283 -0.191629890
## 8326 Htatsf1 0.205380440 0.618847850 0.394717220 -0.025048256
## 8327 Htr1a 0.019394875 0.119634150 0.069734570 -0.176507950
## 8328 Htr1b -0.144598480 0.046944140 0.082412720 0.036132812
## 8329 Htr1d 0.143571380 -0.039752483 0.149243350 0.031985283
## 8330 Htr1f -0.044432640 0.000000000 0.122661114 -0.096026900
## 8331 Htr2a 0.994020000 0.000000000 0.699577800 -0.509911540
## 8332 Htr2b -0.364403720 0.160920140 0.139380460 0.090245720
## 8333 Htr2c 0.027720451 0.047190666 0.046187878 -0.013149738
## 8334 Htr3a -0.038165092 0.108152870 -0.052233696 -0.028458595
## 8335 Htr3b -0.058513165 -0.045402050 0.424500000 -0.113851550
## 8336 Htr4 -0.011993408 0.008350849 0.017668247 -0.095433235
## 8337 Htr5a -0.030583382 0.143345830 0.077567580 0.021692276
## 8338 Htr5b -0.142187120 -0.026651860 0.064476970 -0.084801200
## 8339 Htr6 -0.122183800 0.042913437 0.109927180 0.034183980
## 8340 Htr7 0.029802800 0.202281950 -0.005400658 -0.014235020
## 8341 Htra1 0.684742450 0.726833800 0.394237040 0.000000000
## 8342 Htra2 -0.467791080 -0.498613830 -0.670027260 0.230624200
## 8343 Htra3 0.048758507 0.176908020 0.247447010 0.174761770
## 8344 Htra4 -0.149151800 -0.052565575 0.056791306 0.089110850
## 8345 Htt 0.120231630 0.171958920 -0.116729740 0.173258780
## 8346 Hunk 0.000000000 -0.066885470 0.000000000 -0.047914980
## 8347 Hus1 0.293234830 0.075700760 -0.270834450 0.225992200
## 8348 Hus1b 0.073731420 0.000000000 0.099619865 0.107196810
## 8349 Huwe1 0.142574310 0.165229800 0.055463790 0.178186420
## 8350 Hvcn1 0.028782845 0.069117070 -0.125582220 -0.183358190
## 8351 Hyal1 1.275797800 0.647382740 1.124308600 0.225862500
## 8352 Hyal2 -0.298914900 0.000000000 0.109342575 0.127375600
## 8353 Hyal3 -0.068408010 -0.047210693 -0.193102360 -0.159668920
## 8354 Hyal4 -0.112880710 0.052125930 0.072776794 -0.005272865
## 8355 Hyal5 -0.144122600 -0.007984161 -0.128196720 -0.018630505
## 8356 Hyal6 -0.105995655 -0.090817450 0.048383236 -0.005305290
## 8357 Hydin -0.108323574 -0.074222090 -0.076835630 0.021340370
## 8358 Hyi -0.171135430 -0.079502106 -0.127502440 -0.126899720
## 8359 Hykk 0.141034600 0.285568240 0.311158180 -0.019482613
## 8360 Hyls1 -0.003505707 -0.016546250 -0.124529840 -0.095133305
## 8361 Hyou1 0.007437706 0.023760796 -0.046973230 -0.095872400
## 8362 Hypk 0.000000000 0.091038704 0.082596780 -0.046046257
## 8363 I830012O16Rik 0.636590960 1.188909000 0.294680600 0.532633800
## 8364 I830077J02Rik -0.094075200 -0.162691600 0.031630040 -0.133582590
## 8365 Iah1 0.000000000 0.154827120 0.201411250 -0.282869340
## 8366 Iapp 0.000000000 0.058770180 0.280775070 0.076454160
## 8367 Iars -0.075781347 -0.255198000 -0.204291820 0.049893859
## 8368 Iars2 0.106066704 0.197694780 0.165399550 0.103690150
## 8369 Iba57 0.000000000 -0.303816320 0.116113660 0.094612600
## 8370 Ibsp 0.183475500 0.026041985 0.049884320 -0.056449413
## 8371 Ibtk -0.136836292 0.080689430 0.100382088 -0.045775415
## 8372 Ica1 -0.072589874 -0.058280945 0.109625820 0.607420900
## 8373 Ica1l 0.643407340 -0.011457920 0.223847390 -0.220396040
## 8374 Icam1 1.277537800 0.000000000 0.164957520 -0.051845074
## 8375 Icam2 0.027811050 0.116039276 -0.455844880 0.414955140
## 8376 Icam4 0.000000000 -0.329003800 -0.319022660 0.186864850
## 8377 Icam5 0.020267487 -0.065435890 -0.063311580 -0.062001230
## 8378 Ick 0.611460700 0.714967700 0.852684000 0.416610720
## 8379 Icmt -0.029479027 0.108753204 0.158287050 0.171970370
## 8380 Icos 0.022748470 -0.050947190 -0.184376720 0.136939530
## 8381 Icosl 0.288717750 0.085308075 -0.309951780 -0.238149170
## 8382 Ict1 -0.111015800 0.875598900 0.127992630 -0.040360450
## 8383 Id1 0.401151660 0.795527460 0.814146040 0.650521300
## 8384 Id2 -0.945290100 0.075743675 -0.226654050 -0.292779920
## 8385 Id3 -0.252840040 0.387496000 0.486106870 -0.069257736
## 8386 Id4 -0.062985420 0.028149605 -0.011316299 -0.294176580
## 8387 Ide -0.145679470 0.123583790 0.433879850 0.129407880
## 8388 Idh1 -0.183373450 -0.202781680 -0.593216900 -0.684040070
## 8389 Idh2 -0.726564400 -0.377447130 -0.404543880 0.377805700
## 8390 Idh3a -0.595467570 -0.071627620 -0.309573170 -0.513875960
## 8391 Idh3b -0.140142440 0.392248150 -0.109191895 -0.091755870
## 8392 Idh3g -0.000936000 -0.101882935 -0.055217743 -0.237882610
## 8393 Idi1 0.367511515 -0.084721565 0.261093380 -0.501197815
## 8394 Idi2 0.008432389 -0.053809882 0.027197360 0.072121143
## 8395 Idnk -0.218312260 -0.325759900 -0.167341230 0.192820550
## 8396 Ido1 -0.282985700 -0.229454520 -0.115490910 0.478249550
## 8397 Ido2 -0.067774296 0.000000000 0.154455180 -0.198075300
## 8398 Ids 0.265939700 0.288193700 -0.158561700 0.312541960
## 8399 Idua -0.014007568 -0.362971780 -0.297186370 0.011227608
## 8400 Ier2 0.481790540 -0.177812100 -0.415185450 0.356106760
## 8401 Ier3 0.389120100 0.012166023 0.701849000 -0.818796630
## 8402 Ier3ip1 0.181020740 0.346558570 0.439808850 -0.292528150
## 8403 Ier5 -0.010481834 0.085597040 0.074673650 -0.222920420
## 8404 Ier5l -0.031448364 0.067526340 0.397332670 0.228194240
## 8405 Iffo1 -0.544786000 -0.011833668 -0.158341880 -0.096158504
## 8406 Iffo2 -0.043540478 0.147844310 0.310741420 0.872212400
## 8407 Ifi202b -0.001339436 -0.000347000 0.009879589 0.038767815
## 8408 Ifi203 -1.608609200 -1.847183200 -2.424091300 0.474970820
## 8409 Ifi204 -1.837398500 -1.976184400 -1.883893000 0.058029650
## 8410 Ifi205 -0.075390340 -0.066886425 -0.130620000 -0.055622578
## 8411 Ifi27 0.453370100 0.200962070 0.309786800 0.164824490
## 8412 Ifi27l2a 0.205767630 -0.781760200 -0.359973430 -0.086966040
## 8413 Ifi27l2b 0.049085617 0.201666360 -0.033976078 -0.040290356
## 8414 Ifi30 -0.558146500 -0.476461400 -0.563096050 -0.469316480
## 8415 Ifi35 0.217369080 0.258581160 0.690501200 0.250463500
## 8416 Ifi44 0.477208140 0.247773170 0.438798900 0.767492300
## 8417 Ifi44l -0.045597076 -0.030784607 0.141160960 0.087407110
## 8418 Ifi47 0.040734290 -0.367982860 -0.022449493 -0.206370830
## 8419 Ifih1 0.546954150 0.199552540 0.186451910 0.310363770
## 8420 Ifit1 0.989296900 0.719564440 1.040279400 0.127537730
## 8421 Ifit2 -0.511739730 -0.442109100 -0.382520200 0.877205850
## 8422 Ifit3 -0.078763010 0.369645120 0.226449010 0.211739540
## 8423 Ifitm1 -0.359858280 -0.128042935 2.202342300 -0.327672720
## 8424 Ifitm10 -0.146382330 -0.130266190 0.092515945 -0.046985626
## 8425 Ifitm2 -0.487844147 -0.563649500 0.072031657 -0.167596817
## 8426 Ifitm3 -0.010368347 -0.109968185 0.012379646 -0.086089134
## 8427 Ifitm5 -0.348661900 0.322758200 0.286341200 -0.102031710
## 8428 Ifitm6 -0.101033210 -0.214463710 -0.095318794 0.350834850
## 8429 Ifitm7 -0.164852140 0.000000000 0.017590046 -0.005709648
## 8430 Ifltd1 1.695923300 0.829672800 0.774530400 -0.068985940
## 8431 Ifna1 0.009616852 0.037097454 -0.022588730 -0.010739327
## 8432 Ifna11 -0.040618896 -0.024426460 0.015426636 -0.062687874
## 8433 Ifna12 0.351017000 0.197215560 0.215162280 0.159652230
## 8434 Ifna13 -0.011200428 0.294007780 0.060639860 0.172379020
## 8435 Ifna14 -0.052850246 0.000000000 -0.034837246 0.095439434
## 8436 Ifna2 0.066569330 -0.112588406 -0.053785324 -0.216491700
## 8437 Ifna4 0.078739166 0.022549630 0.157598970 0.060055733
## 8438 Ifna5 -0.133593560 -0.002227783 -0.163470750 -0.002227783
## 8439 Ifna6 0.109798910 0.046310900 0.051738740 0.060082912
## 8440 Ifna7 0.000000000 0.108603954 0.069484710 -0.036832810
## 8441 Ifna9 -0.052754402 0.074110510 0.074598310 0.000000000
## 8442 Ifnab -0.124220370 -0.121839520 -0.203577520 -0.297733780
## 8443 Ifnar1 1.038432100 1.341110200 0.936095240 -0.301692000
## 8444 Ifnar2 0.795671460 0.722249030 0.751526830 -0.063768390
## 8445 Ifnb1 -0.129559040 0.084538460 0.051500320 -0.005698681
## 8446 Ifne 0.015213013 0.023076534 -0.069221020 0.002696514
## 8447 Ifng 0.076842785 0.053452970 0.017486095 -0.172698500
## 8448 Ifngr1 -0.899335860 -0.790859200 -0.810722350 0.111330030
## 8449 Ifngr2 -0.939452200 -1.053549300 -1.005255200 -0.248623850
## 8450 Ifnk 0.105710510 1.242426400 0.641183400 0.243454930
## 8451 Ifnl2 -0.220439430 -0.036888123 -0.132141590 -0.119067670
## 8452 Ifnl3 -0.019279957 -0.120413300 0.154531480 -0.150220400
## 8453 Ifnlr1 0.097265720 -0.101911545 0.115008354 0.058898450
## 8454 Ifnz -0.102651298 0.008985162 -0.005150139 0.359005269
## 8455 Ifrd1 0.219101192 -0.119776249 -0.083936454 -0.252961395
## 8456 Ifrd2 -0.184572700 -0.193993090 -0.193755630 0.096357820
## 8457 Ift122 -0.140845300 0.000000000 0.123158455 0.703863140
## 8458 Ift140 -0.348824980 0.018641472 -0.078331470 0.025322437
## 8459 Ift172 0.098901750 0.271760460 0.252765660 0.000000000
## 8460 Ift20 0.115592000 0.490080830 -0.084878920 -0.099067690
## 8461 Ift27 -0.116210460 0.303795340 -0.200377460 -0.226437570
## 8462 Ift43 -0.278756140 -0.086615560 -0.522930150 -0.070895195
## 8463 Ift46 -0.102416040 0.723620400 -1.250517400 0.196755410
## 8464 Ift52 0.151906010 0.084662440 0.457430840 0.139420510
## 8465 Ift57 0.000000000 0.029410362 0.555957800 -0.562515260
## 8466 Ift74 0.505839800 0.289976600 0.786058400 -0.191557400
## 8467 Ift80 -0.089838030 -0.031916140 0.395758150 -0.337886800
## 8468 Ift81 0.791790960 0.432982920 0.578874100 -0.301045420
## 8469 Ift88 0.075315950 0.013475895 0.205415730 -0.045047760
## 8470 Igbp1 0.047184944 0.060126305 -0.870389000 0.000000000
## 8471 Igbp1b 0.036517143 0.022686958 0.249858860 -0.039065838
## 8472 Igdcc3 0.029067993 0.020420551 0.348949430 -0.034150124
## 8473 Igdcc4 -0.010759354 -0.062641144 0.176654340 0.000000000
## 8474 Igf1 -1.204087700 -1.116333000 -1.043323000 -0.580676100
## 8475 Igf1r 2.661230000 2.635865200 2.491908000 0.040463448
## 8476 Igf2 -0.114657880 -0.322670460 -0.017087936 0.774176100
## 8477 Igf2bp1 -0.000792503 -0.027642489 -0.072417737 -0.018890380
## 8478 Igf2bp2 -0.142929550 -0.132311820 -0.175425530 0.075658320
## 8479 Igf2bp3 -0.103574750 -0.156980510 0.033471584 0.039872170
## 8480 Igf2os 0.018163443 0.008177757 -0.047052385 0.190281630
## 8481 Igf2r -0.474034300 -0.548592100 -0.249596120 1.158940300
## 8482 Igfals 0.032595158 -0.188517570 -0.027612686 -0.025824070
## 8483 Igfbp1 0.122181890 -0.094491960 0.149706360 0.000000000
## 8484 Igfbp2 0.034697056 0.018932343 0.029915333 -0.016491890
## 8485 Igfbp3 -0.209652900 -0.630789760 -1.142371700 0.938590050
## 8486 Igfbp4 -0.696409200 -0.930429460 -0.919112200 -0.321371080
## 8487 Igfbp5 -0.857679840 -0.718665600 -0.778239700 0.000000000
## 8488 Igfbp6 -0.245763780 -0.248383520 0.190662860 -0.277677540
## 8489 Igfbp7 0.183913230 0.027159690 0.566401500 0.217125900
## 8490 Igfbpl1 0.000000000 -0.084560870 0.151659490 0.242885590
## 8491 Igfl3 -0.026590824 0.027129650 0.016167164 -0.015347958
## 8492 Igflr1 0.266351700 0.167502400 -0.254556180 0.313476560
## 8493 Igfn1 0.071304320 -0.013512611 0.006770611 0.021739483
## 8494 Ighg -0.021518708 -0.018581390 -0.022574744 0.022988161
## 8495 Ighg3 -0.081268310 0.026842594 0.076467040 -0.131057740
## 8496 Ighm -0.098697900 -0.110879419 0.009391070 0.024265525
## 8497 Ighmbp2 -0.098260400 -0.195765970 0.012296200 -0.071985720
## 8498 Ighv1-72 -0.121686935 -0.065732000 -0.124836920 -0.024442196
## 8499 Igh-VJ558 -0.015450954 -0.041255156 -0.088472684 -0.031758626
## 8500 Igj -0.007748127 -0.092612740 0.059279440 -0.011671066
## 8501 Igk -0.041539457 -0.048616464 -0.009448418 0.037393252
## 8502 Igkv10-96 -0.129132745 -0.124126432 0.041888475 0.001325131
## 8503 Igkv1-135 0.002787113 -0.023520947 -0.010377407 -0.071026800
## 8504 Igk-V28 0.009882927 -0.122902390 0.054096222 0.039402008
## 8505 Igkv4-59 0.007613182 0.000000000 -0.074918750 -0.136128900
## 8506 Igkv4-68 -0.077351090 -0.116981980 -0.129450800 0.012079239
## 8507 Igkv6-14 0.058316708 0.023519993 -0.071848390 -0.089754105
## 8508 Igkv6-20 0.038092613 -0.003314495 -0.161245350 0.021594048
## 8509 Iglon5 -0.090280056 0.021977425 0.103074550 -0.036816120
## 8510 Iglv1 0.050058365 -0.078253270 -0.174882410 0.035249470
## 8511 Igsf1 0.032588482 0.070354460 0.206661220 0.071403980
## 8512 Igsf10 -0.004848957 -0.106191635 -0.047239938 -0.003698826
## 8513 Igsf11 0.009672642 0.000000000 0.078180310 -0.083122730
## 8514 Igsf21 0.002957344 -0.021115303 -0.103951930 -0.037811756
## 8515 Igsf23 0.078600410 -0.055245400 -0.117461680 0.000000000
## 8516 Igsf3 0.002901554 0.095150950 -0.025459766 -0.016389370
## 8517 Igsf5 1.366788900 1.275539400 1.457036500 -0.019536018
## 8518 Igsf6 -0.626254100 -0.748898000 -1.123422600 0.369132520
## 8519 Igsf8 0.057360650 -0.015305042 0.000993000 -0.182414050
## 8520 Igsf9 -0.107931614 -0.138352400 -0.111658570 0.202868460
## 8521 Igsf9b -0.115398884 -0.106157300 -0.063924310 0.721472260
## 8522 Ihh -0.157701970 0.076347830 0.126461500 0.000000000
## 8523 Iigp1 -0.148846630 -0.552923200 -0.310555460 0.995197300
## 8524 Ik 0.140782360 0.197873120 0.097530365 -0.061353683
## 8525 Ikbip -0.237938400 0.021899700 0.148979190 -0.033411026
## 8526 Ikbkap 0.173785210 0.066314700 -0.228508470 0.012128830
## 8527 Ikbkb 0.250024800 0.426391600 0.129198070 -0.038234710
## 8528 Ikbke 0.071829320 0.048900604 -0.114831450 -0.042325020
## 8529 Ikbkg -0.254915700 -0.122666360 -0.296062000 -0.062757970
## 8530 Ikzf1 -0.119971275 -0.119407180 0.020543575 0.000000000
## 8531 Ikzf2 0.644179800 0.247794630 -0.163621430 -0.130849360
## 8532 Ikzf3 0.048648357 -0.007497788 -0.100817200 0.239399430
## 8533 Ikzf4 0.045893192 0.090880870 -0.039153576 0.098039630
## 8534 Ikzf5 0.209596395 0.092566015 0.192087890 -0.184493783
## 8535 Il10 -0.057477474 -0.103386400 0.129849430 0.141189100
## 8536 Il10ra -0.016557693 0.027887344 0.081522465 -0.116213320
## 8537 Il10rb 0.386780740 0.873887060 0.556111340 0.076311110
## 8538 Il11 -0.029336452 0.187856200 0.003613949 -0.139142510
## 8539 Il11ra1 0.131917950 0.140588760 0.072817326 0.000000000
## 8540 Il11ra2 0.111057758 0.140392305 0.050855160 0.000000000
## 8541 Il12a -0.112294200 -0.010127544 0.316985130 0.006767273
## 8542 Il12b -0.089899540 -0.111362934 -0.056586742 -0.066857340
## 8543 Il12rb2 0.000000000 -0.078047276 -0.087200165 0.078066826
## 8544 Il13 0.000000000 -0.005693913 -0.085220814 0.039637566
## 8545 Il13ra1 0.036633970 0.142652990 0.778137200 -0.460758700
## 8546 Il13ra2 0.002717972 -0.042497635 -0.035631657 0.026895046
## 8547 Il15 0.366328240 0.438595300 -0.033548832 0.276310920
## 8548 Il15ra -0.103096960 -0.150316240 -0.935161600 0.127245900
## 8549 Il16 -0.566114900 -0.650780200 -0.433951850 0.317973600
## 8550 Il17a 0.030574799 -0.171390060 -0.108851910 0.018038273
## 8551 Il17b -0.018127441 0.102120880 0.055045128 0.085293770
## 8552 Il17c -0.125426290 -0.029916763 -0.179302220 0.093284610
## 8553 Il17d 0.031218529 0.000000000 -0.024160385 0.011036873
## 8554 Il17f 0.012410641 -0.011720181 0.013638020 0.041942120
## 8555 Il17ra 0.319281100 0.223552700 1.056296300 -0.193833350
## 8556 Il17rb 0.104213715 -0.134491440 -0.194768430 0.047716140
## 8557 Il17rc 0.092307090 0.017327785 0.000000000 0.114697460
## 8558 Il17rd 1.146422850 1.330119100 1.155334500 0.398679015
## 8559 Il17re -0.006798267 -0.028968811 -0.023494244 -0.043832302
## 8560 Il18 1.252473400 0.404810430 0.851984500 -0.133617400
## 8561 Il18bp -0.248865600 -0.683692000 -0.425676350 -0.023539543
## 8562 Il18r1 -0.226609700 -0.254673960 -0.173806190 0.069324490
## 8563 Il18rap -0.038731100 -0.149186130 0.071109770 0.134579660
## 8564 Il19 -0.046200752 -0.024961472 0.064816475 -0.053055286
## 8565 Il1a -0.091910840 0.000000000 -0.163773540 -0.122638700
## 8566 Il1b -0.370392800 0.297740460 -0.114661690 -0.184298040
## 8567 Il1f10 -0.009999752 -0.143441200 0.056494236 0.067454340
## 8568 Il1f5 0.038364887 0.031345367 -0.059378147 -0.157178880
## 8569 Il1f6 -0.016631126 0.113965510 0.006402493 0.068970200
## 8570 Il1f8 0.042451860 0.016324043 0.013868332 0.000000000
## 8571 Il1f9 0.010338306 0.017846107 -0.062524320 -0.008312702
## 8572 Il1r1 0.865250600 0.157905580 1.348057700 0.306295400
## 8573 Il1r2 0.125925540 -0.130642890 0.119687560 -0.077483180
## 8574 Il1rap 0.136022570 0.155827520 0.241484170 -0.302012440
## 8575 Il1rapl1 0.004271030 0.081490520 0.140085700 0.061568737
## 8576 Il1rapl2 0.005192280 0.047668457 -0.032598495 0.003078461
## 8577 Il1rl1 0.018781662 -0.136689190 -0.056870460 -0.096081260
## 8578 Il1rl2 -0.770125870 -0.418825150 -0.540131570 0.192017080
## 8579 Il1rn -0.048214912 0.046097280 -0.011392117 0.003770351
## 8580 Il2 0.005543709 0.023519040 -0.012749672 0.000000000
## 8581 Il20 -0.013833046 0.009204388 0.029360294 0.031886100
## 8582 Il20ra -0.045100212 -0.046556473 -0.055642128 -0.057965755
## 8583 Il20rb -0.259269073 -0.104055881 -0.162498953 0.498566310
## 8584 Il21 -0.044733524 -0.025114536 -0.059421540 -0.050062656
## 8585 Il21r -0.205779550 -0.260069370 -0.088301660 0.133300300
## 8586 Il22 -0.013156653 0.037457467 0.309135195 -0.099726678
## 8587 Il22ra1 0.042314530 -0.002070427 0.048099518 -0.066882610
## 8588 Il22ra2 -0.151782510 -0.126219750 0.024871350 -0.006519795
## 8589 Il23a 0.108469010 -0.134028430 0.054631233 -0.157550330
## 8590 Il23r 0.000000000 0.089017870 0.047540665 0.162333970
## 8591 Il24 -0.062371254 -0.004340649 0.291085720 0.086061000
## 8592 Il25 0.171577930 0.043348312 0.099328995 -0.015006542
## 8593 Il27 0.108314990 0.000000000 -0.008693695 -0.163591380
## 8594 Il27ra 0.135108000 -0.092218400 0.204368110 0.154479030
## 8595 Il2ra 0.012182713 -0.101446150 -0.041152954 -0.117236614
## 8596 Il2rb 0.101228240 -0.165258880 0.033650875 -0.077777386
## 8597 Il2rg -0.214797970 -0.251142500 0.456187250 0.294205670
## 8598 Il3 0.074287415 0.004623890 -0.074125770 -0.054287910
## 8599 Il31 0.000000000 0.145749090 -0.008675575 -0.103431225
## 8600 Il31ra -0.024132252 0.016216278 0.031292440 0.079014300
## 8601 Il33 -0.038468360 -0.055421352 0.003960133 0.099847320
## 8602 Il34 0.054280758 0.000000000 0.048389435 0.160319800
## 8603 Il3ra -0.058158875 -0.119517330 -0.010769367 0.123282910
## 8604 Il4 0.020875930 -0.053658485 -0.084470750 -0.112521170
## 8605 Il4i1 0.000000000 0.007175922 -0.061600210 -0.023964882
## 8606 Il4ra -0.739690800 -0.612695700 0.392077450 0.254264830
## 8607 Il5 0.055048943 -0.092347145 -0.069068430 0.026896477
## 8608 Il5ra -0.020349980 0.048350810 0.011430264 -0.111537460
## 8609 Il6 -0.121541020 -0.101870540 -0.040775776 0.006563187
## 8610 Il6ra 0.164204600 0.290658950 0.579946500 -0.254354000
## 8611 Il6st 0.122607230 0.238538740 0.340625760 -0.244650840
## 8612 Il7 0.000000000 0.095757960 0.042254448 0.271513460
## 8613 Il7r -0.214457510 -0.194270130 -0.139755730 -0.011824608
## 8614 Il9 -0.010978699 0.001925945 0.058451176 0.140491960
## 8615 Il9r 0.088617325 0.011729240 0.200792790 -0.094622610
## 8616 Ildr1 -0.021930695 0.000000000 0.000000000 0.009301662
## 8617 Ildr2 0.262465000 0.501963385 0.427648295 -0.253065110
## 8618 Ilf2 -0.348028180 0.109251020 -0.274942400 0.152600290
## 8619 Ilf3 -0.286147120 0.006008148 -0.028373718 0.000000000
## 8620 Ilk -0.064370155 -0.001345635 0.276536940 0.557444600
## 8621 Ilkap -0.033501625 -0.068597790 0.214338300 0.230582240
## 8622 Iltifb -0.063269615 -0.142027380 0.050298214 0.211941720
## 8623 Ilvbl 0.050066470 -0.108518120 0.256960870 -0.144105430
## 8624 Immp1l 0.404305450 0.188922881 0.228089814 0.184551719
## 8625 Immp2l 0.000000000 -0.217514990 0.289925580 -0.188027860
## 8626 Immt -0.193578720 -0.387569430 -0.193888660 0.149711610
## 8627 Imp3 -0.018165588 0.064470290 0.355572700 -0.197547910
## 8628 Imp4 0.118634224 0.078816414 0.116773605 -0.011649132
## 8629 Impa1 0.315610900 0.052033424 -0.221977230 0.036036015
## 8630 Impa2 -0.297972200 -0.379061700 -0.090242860 -0.055639744
## 8631 Impact -0.269955640 0.035052300 -0.477029800 0.029502869
## 8632 Impad1 -0.782180300 0.355245100 -0.611541300 -0.010256290
## 8633 Impdh1 0.633300800 1.335663800 0.916119100 -0.050731182
## 8634 Impdh2 0.309578900 0.122017385 -0.170693875 -0.163384443
## 8635 Impg1 -0.002460957 -0.043417454 0.013000488 -0.023341179
## 8636 Impg2 -0.001401424 -0.072830200 0.218739990 0.026178360
## 8637 Ina -0.086602210 0.000000000 0.123701570 -0.005797386
## 8638 Inadl 0.301327700 0.244184500 0.092111110 -0.227415560
## 8639 Inca1 0.003110886 0.032761097 0.249420170 -0.140895840
## 8640 Incenp -0.293229100 -0.223681930 0.283429620 0.260835170
## 8641 Inf2 0.426782130 0.798977400 0.544965270 0.273441800
## 8642 Ing1 0.017697334 0.060359000 0.605833050 0.224863050
## 8643 Ing2 0.850945500 0.348686220 0.391485200 -0.458865170
## 8644 Ing3 0.080663680 0.109996796 -0.310520170 0.388490680
## 8645 Ing4 0.000000000 -0.050418854 0.227544780 0.123966220
## 8646 Ing5 0.386094100 0.081581116 -0.319836140 0.095766070
## 8647 Inha 0.069003580 0.000000000 -0.181572910 -0.030261517
## 8648 Inhba -0.150554660 -0.151367660 0.028238773 -0.150148390
## 8649 Inhbb -0.260750770 -0.117616180 0.000000000 -0.101471424
## 8650 Inhbc -0.104458330 0.036322594 0.142146110 0.084117410
## 8651 Inhbe 0.036159992 -0.014692307 0.168365960 0.048609734
## 8652 Inip -0.168480400 0.000000000 0.014733791 -0.095041275
## 8653 Inmt -0.109265330 -0.333239080 -0.164466860 -0.341882230
## 8654 Ino80 -0.032141686 0.019912958 -0.056651833 0.073636771
## 8655 Ino80b 0.066916940 -0.000417000 0.071118830 -0.139004700
## 8656 Ino80c 0.054576397 0.147173400 0.215282440 0.220251560
## 8657 Ino80d 0.255044940 -0.042451860 0.050178528 0.162155150
## 8658 Ino80e -0.243464000 -0.047259330 0.037443638 0.012364864
## 8659 Inpp1 0.687250140 0.492437360 0.305504800 0.860306740
## 8660 Inpp4a -0.092848300 -0.091901780 -0.506795400 0.017714500
## 8661 Inpp4b -0.899917600 -0.628328800 -0.814790700 -0.237154960
## 8662 Inpp5a -0.489145280 -0.402078630 0.069787025 0.506835000
## 8663 Inpp5b -0.007887840 0.030492783 -0.151483540 -0.169679640
## 8664 Inpp5d -0.469561580 -0.192040440 -0.344470020 -0.558819800
## 8665 Inpp5e 0.020869732 0.157606600 0.248949050 0.590731140
## 8666 Inpp5f 0.924499030 0.834193700 0.749219400 -0.180142880
## 8667 Inpp5j 0.033471584 -0.189229490 -0.005340099 0.166232110
## 8668 Inpp5k 0.486177440 0.444826130 0.745387100 -0.067068100
## 8669 Inppl1 0.335494745 -0.028818130 0.171236275 0.075974705
## 8670 Ins1 0.054591180 -0.007937908 0.001949310 -0.027660847
## 8671 Ins2 -0.053858757 0.156390190 0.154777530 0.014602661
## 8672 Insc 0.100235940 0.017113209 0.113835335 -0.143269540
## 8673 Insig1 0.280478950 -0.042343616 -0.063392160 0.326074120
## 8674 Insig2 0.000573000 0.000000000 -0.568912500 0.357345580
## 8675 Insl5 -0.086162090 0.069680690 -0.064171790 0.199654580
## 8676 Insl6 -0.140412810 -0.074448586 -0.184976100 -0.017020702
## 8677 Insm1 -0.095992565 0.047184944 -0.051078796 -0.000682000
## 8678 Insm2 -0.019275665 0.036026478 0.022243977 -0.034288406
## 8679 Insr 1.284483400 1.103055475 1.269745350 -0.370341780
## 8680 Insrr 0.001280308 -0.153450490 0.081034660 -0.018944263
## 8681 Ints1 0.038398743 0.232256890 0.237493520 0.207951550
## 8682 Ints10 -0.151485440 -0.022850037 0.171796800 0.070585250
## 8683 Ints12 0.022498130 -0.445580480 -0.023925781 -0.208086010
## 8684 Ints2 -0.169632430 0.277341370 -0.565693400 0.069109440
## 8685 Ints3 0.077606200 0.123870850 0.049755096 -0.254617700
## 8686 Ints4 0.342674260 0.282243730 0.122714040 -0.201698300
## 8687 Ints5 -0.157922740 -0.017986774 0.089805126 0.098252770
## 8688 Ints6 0.471951480 -0.267854700 -0.498581900 -0.292222020
## 8689 Ints7 -0.282725330 0.012436867 0.211236000 0.020814896
## 8690 Ints8 0.552337650 -0.043397903 -0.331238750 -0.032468796
## 8691 Ints9 0.532014850 0.751957900 0.769332900 -0.193706510
## 8692 Intu 0.029858112 -0.109909060 -0.010859013 0.000000000
## 8693 Invs 0.200464730 0.243076800 -0.077275750 -0.096864220
## 8694 Ip6k1 0.102488040 0.179771900 0.161893370 0.000000000
## 8695 Ip6k2 -0.400193200 -0.057741165 -0.327358250 0.379067900
## 8696 Ip6k3 0.031465054 -0.001543999 0.054649830 0.107608320
## 8697 Ipcef1 -0.086376670 -0.062822340 -0.185290340 -0.007796288
## 8698 Ipmk 0.723479300 0.183098800 0.231494900 0.259541500
## 8699 Ipo11 0.294491770 0.103903770 -0.049489020 0.090502740
## 8700 Ipo13 0.000000000 0.021345139 -0.150229450 0.022349358
## 8701 Ipo4 0.067001820 -0.174863820 0.090300560 -0.055822850
## 8702 Ipo5 -0.271993640 -0.138271330 -0.144923210 -0.198188780
## 8703 Ipo7 0.117585180 -0.321938500 -0.299628260 -0.027568817
## 8704 Ipo8 0.234814640 0.196948050 0.522740360 -0.110344890
## 8705 Ipo9 0.127477650 -0.178042410 -0.256375300 0.261761670
## 8706 Ipp 0.193468570 0.336522580 1.094115700 -0.177912240
## 8707 Ippk -0.031074524 0.333328250 0.841516500 0.022433281
## 8708 Iqca -0.069943070 0.019085527 0.057767034 0.054885145
## 8709 Iqcb1 0.506010060 0.316521640 0.031541824 -0.085162160
## 8710 Iqcc -0.210253240 0.246460440 -0.023619175 -0.061436176
## 8711 Iqcd -0.138491630 -0.093170640 0.000000000 -0.043510437
## 8712 Iqce 0.066437244 0.213540550 0.240034100 0.053439617
## 8713 Iqcf1 -0.062402725 -0.110510826 -0.031937600 -0.177853110
## 8714 Iqcf3 0.000000000 -0.024157047 0.054994106 0.166878220
## 8715 Iqcf4 -0.077796460 -0.158535000 0.091328144 0.072113040
## 8716 Iqcf5 0.025230408 0.192994120 0.117980480 0.086727140
## 8717 Iqcg -0.077745440 -0.024521828 0.022009850 0.059723377
## 8718 Iqch 0.000000000 0.025568962 -0.079589844 -0.043618680
## 8719 Iqcj -0.018088340 0.006642342 0.231408600 -0.064434050
## 8720 Iqck 0.000000000 0.170311450 0.000670000 -0.012712479
## 8721 Iqgap1 0.251886370 0.330945970 0.425431250 -0.223979950
## 8722 Iqgap2 -0.829900740 -0.816652300 -0.410394200 -0.259633060
## 8723 Iqgap3 -0.148107050 -0.003877163 -0.065176490 -0.148468500
## 8724 Iqsec1 0.019274712 0.006866455 -0.056482315 0.139136310
## 8725 Iqsec2 -0.188800810 -0.391174800 -0.314663900 0.502182000
## 8726 Iqsec3 -0.028013706 0.163572790 -0.043740750 0.000000000
## 8727 Iqub -0.054880142 -0.084799770 -0.016212940 0.025232792
## 8728 Irak1 0.432405470 0.310994150 0.488286020 0.026615143
## 8729 Irak1bp1 0.060720920 -0.187566280 -0.114174366 0.017635822
## 8730 Irak2 0.486291900 -0.138748650 -0.056593418 0.000000000
## 8731 Irak3 0.131580350 -0.092850685 0.060706140 0.326327320
## 8732 Irak4 -0.473052020 -0.155486100 0.496995930 -0.071443560
## 8733 Ireb2 -0.124222755 -0.048545837 0.064438820 0.292941100
## 8734 Irf1 -0.417597290 -1.085843550 -0.430999760 0.083931445
## 8735 Irf2 -0.150558470 -0.221190450 -0.210487370 0.240468980
## 8736 Irf2bp1 0.225332260 0.182904240 0.281151770 -0.042113304
## 8737 Irf2bp2 0.042190075 0.427287100 0.435668000 -0.244026180
## 8738 Irf2bpl 0.159135820 0.316274640 0.348407270 -0.268994330
## 8739 Irf3 -0.183363910 0.089070320 0.016918182 0.142894740
## 8740 Irf4 0.076269150 0.000000000 -0.009263039 -0.145703800
## 8741 Irf5 -0.127625940 0.038946150 0.149842260 -0.120934010
## 8742 Irf6 0.197515490 0.398508550 0.349307060 0.000000000
## 8743 Irf7 0.122600555 -0.058154106 0.428479670 -0.333828450
## 8744 Irf8 -0.495362280 -0.578557500 -0.251770970 -0.245358940
## 8745 Irf9 0.159288400 0.311429020 -0.204250340 -0.078694340
## 8746 Irg1 -0.149988170 0.052581310 0.177650450 0.068752290
## 8747 Irgc1 0.000000000 -0.027027130 0.270210270 -0.124685764
## 8748 Irgm1 0.000000000 -0.002246857 0.000000000 0.603867530
## 8749 Irgm2 0.000000000 -0.028953552 -0.190047260 0.442976000
## 8750 Irgq 0.183521270 0.021805763 0.069990160 0.016612053
## 8751 Irs1 -0.320504200 -0.002056122 -0.007514477 -0.133488180
## 8752 Irs2 0.103560450 0.036689280 0.053426266 -0.045667650
## 8753 Irs3 0.000000000 0.024163246 0.132502080 0.009350300
## 8754 Irs4 0.075696945 0.039653778 0.056767940 -0.009957314
## 8755 Irx1 0.023446083 0.053882122 0.151991840 -0.048696518
## 8756 Irx2 0.085342884 -0.016076088 -0.043561460 -0.060749054
## 8757 Irx3 0.073938850 0.107447149 0.080963135 -0.055610420
## 8758 Irx4 -0.048130990 0.021540642 0.252550600 -0.003972054
## 8759 Irx5 0.000000000 -0.002295971 0.174767020 -0.165943620
## 8760 Irx6 -0.166290280 0.179116730 -0.140495300 0.190574170
## 8761 Isca1 -0.281957865 0.265455485 0.095013379 0.332765345
## 8762 Isca2 0.102992535 -0.159923550 0.582644940 0.018744469
## 8763 Iscu 0.072834492 0.271903515 0.159056187 -0.138075827
## 8764 Isg15 0.424592020 0.730560300 0.509105700 0.000000000
## 8765 Isg20 0.108902454 -0.544473650 -0.090141300 0.539219400
## 8766 Isg20l2 0.345046520 -0.264116760 0.061284065 0.000000000
## 8767 Isl1 -0.114836690 0.186661720 0.089089870 0.078442100
## 8768 Isl2 0.134326930 0.338548660 0.013158798 0.077797410
## 8769 Islr -0.166396140 0.074696064 0.230656620 -0.105945590
## 8770 Islr2 0.075833800 0.262259000 0.883484840 0.061709404
## 8771 Ism1 2.650106400 2.417797000 2.221904800 0.651089670
## 8772 Isoc1 0.094274520 0.000000000 -0.109550950 -0.888679000
## 8773 Isoc2b 0.000000000 0.070488930 -0.279854770 -0.040885450
## 8774 Ispd 0.035778523 -0.019712925 -0.027121307 0.061851505
## 8775 Ist1 0.026982307 0.348746300 -0.440676700 0.022857666
## 8776 Isx 0.029998302 0.046964645 -0.092873570 -0.186274050
## 8777 Isy1 0.006932259 0.006932259 0.597866540 0.291431900
## 8778 Isyna1 1.132307000 1.196300500 1.178108200 -0.160751820
## 8779 Itch 0.061164856 0.080308914 0.105219840 0.000000000
## 8780 Itfg1 0.417984000 0.456698420 0.540223100 -0.077765465
## 8781 Itfg2 0.215843680 -0.036392212 0.787478900 0.057929993
## 8782 Itfg3 -0.022629738 0.147853370 0.211974140 0.108064175
## 8783 Itga1 0.675469400 0.526397700 0.255904200 1.096054100
## 8784 Itga10 0.137821200 -0.020508766 -0.011034489 -0.147364140
## 8785 Itga11 0.024436474 0.131798270 -0.004252911 -0.149294380
## 8786 Itga2 -0.030465603 -0.376483920 -0.265363700 0.427665230
## 8787 Itga2b -0.000279000 -0.039047718 0.002685547 0.192676540
## 8788 Itga3 0.384933470 0.348048700 0.094434260 -0.371054170
## 8789 Itga4 0.260258200 0.228554730 0.788900400 0.000408000
## 8790 Itga5 -0.824033260 -0.968719500 -0.245589730 -0.212085250
## 8791 Itga6 1.042134300 1.110407800 0.922610300 0.899411200
## 8792 Itga7 -0.044245243 0.184542180 -0.077198030 0.000000000
## 8793 Itga8 -0.514093400 -0.481868740 -0.478182320 0.056193830
## 8794 Itga9 -1.047330400 -1.276212700 -1.229555600 0.534067630
## 8795 Itgad -0.172381400 0.092011930 0.189826010 0.023521423
## 8796 Itgae -0.043326378 -0.202959540 0.000143000 -0.187188630
## 8797 Itgal 0.090908050 -0.131954670 -0.106640340 -0.020470142
## 8798 Itgam -0.025197983 0.000000000 0.101586820 0.074829580
## 8799 Itgav 0.000000000 -0.372736450 -0.681278200 0.083399770
## 8800 Itgax -0.188212400 -0.046896935 -0.186091420 -0.132568360
## 8801 Itgb1 -0.189371110 -0.136493920 -0.106423855 0.113790512
## 8802 Itgb1bp1 -0.191510200 -0.427275660 0.248175620 -0.007461548
## 8803 Itgb1bp2 -0.168457030 -0.029058456 0.001866818 0.042939186
## 8804 Itgb2 -0.218795780 -0.263278480 0.000000000 0.046076298
## 8805 Itgb2l 0.072652340 0.202326300 0.113065240 -0.120769500
## 8806 Itgb3 -0.245007510 -0.176944260 -0.352953900 0.032686710
## 8807 Itgb3bp 0.239898200 0.429396630 0.000000000 0.047155857
## 8808 Itgb4 -0.039402725 -0.036857842 -0.188494440 0.025300503
## 8809 Itgb5 -1.595066500 -2.063231000 -2.029072300 0.384179120
## 8810 Itgb6 -0.115611550 -0.172553540 -0.035400867 0.035093307
## 8811 Itgb7 -0.263514040 -0.199291700 -0.061900616 0.058194160
## 8812 Itgb8 -0.076246740 -0.044023990 0.050089360 -0.018218994
## 8813 Itgbl1 -0.224055770 -0.127493860 -0.074733260 0.361769680
## 8814 Itih1 0.000000000 0.022094727 0.110223770 0.135644910
## 8815 Itih2 0.009956837 -0.047896385 0.011824608 -0.075793740
## 8816 Itih3 0.071509360 -0.006028175 -0.066634180 -0.084030630
## 8817 Itih4 -0.018511295 0.026866436 0.107923985 0.055578230
## 8818 Itih5 4.929574000 4.834815000 4.536333000 -0.415996550
## 8819 Itk -0.035299778 -0.139243130 -0.145439620 0.010975838
## 8820 Itln1 -0.035040380 -0.080060960 -0.012697697 0.056793213
## 8821 Itm2a 5.260161000 5.293699700 4.948842500 -0.313475600
## 8822 Itm2b 0.023125648 -0.040100098 -0.124298096 0.000000000
## 8823 Itm2c -0.112544060 0.159505840 0.520084400 -0.347714900
## 8824 Itpa 0.371788740 -0.141484500 -0.052717687 0.554905900
## 8825 Itpk1 0.268892300 -0.187934880 0.190186980 -0.355086800
## 8826 Itpka -0.000401000 -0.071307180 0.096769810 0.000000000
## 8827 Itpkb 0.000000000 0.063067436 -0.050297737 1.409135800
## 8828 Itpkc 0.201898570 -0.016265870 -0.231757160 -0.219134330
## 8829 Itpr1 0.149684910 0.111506465 0.051294805 0.438928140
## 8830 Itpr2 0.089407920 0.039181710 -0.004967690 0.742202760
## 8831 Itpr3 0.592801100 0.905548100 0.663118360 0.188635830
## 8832 Itprip -0.127441880 -0.187376020 -0.105377200 -0.100347996
## 8833 Itpripl1 0.088957790 0.050706863 0.117794990 0.265032770
## 8834 Itpripl2 0.452372315 0.178386450 0.479079245 0.227964160
## 8835 Itsn1 0.388453000 0.589843300 0.190686700 -0.165237430
## 8836 Itsn2 0.323381420 0.191283230 0.145537380 0.396111500
## 8837 Ivd -0.110337260 -0.195873740 -0.310691360 0.049263477
## 8838 Ivl 0.021425247 0.083798885 0.036623955 -0.020960331
## 8839 Ivns1abp 0.606029510 0.178328515 0.594335565 -0.495672225
## 8840 Iws1 -0.003191948 0.102561000 -0.089551926 0.267731670
## 8841 Iyd 0.000000000 0.054582120 -0.093066690 -0.067496300
## 8842 Izumo1 0.106745240 -0.017760754 0.544927600 -0.246149540
## 8843 Izumo2 -0.111460686 -0.004580498 0.036715508 -0.094125270
## 8844 Izumo3 0.019806862 -0.061590195 0.000000000 -0.013064861
## 8845 Izumo4 0.006306171 0.651000000 0.039156914 -0.150888440
## 8846 Jag1 0.612956050 0.773775100 0.279804230 0.132476800
## 8847 Jag2 0.651804900 0.875978470 0.670336700 0.023112774
## 8848 Jagn1 -0.301049230 0.118646145 0.545349100 -0.073430060
## 8849 Jak1 -0.793684960 -0.988483400 -0.740406040 0.060643196
## 8850 Jak2 0.569368360 0.450368880 0.488360400 0.287951470
## 8851 Jak3 0.000000000 -0.038219452 0.435771000 0.343906400
## 8852 Jakmip1 0.041181564 0.000000000 0.025317192 -0.103734970
## 8853 Jakmip2 -0.041209220 0.059957504 -0.025551796 0.040695190
## 8854 Jakmip3 -0.081407070 0.048992634 0.123963356 -0.208207600
## 8855 Jam2 0.766811400 0.638465900 0.659624100 1.197784400
## 8856 Jam3 0.000000000 0.148081300 0.169993880 1.329484500
## 8857 Jarid2 0.165062900 -0.014271736 -0.011064529 0.192650800
## 8858 Jazf1 0.000000000 0.142471790 0.033720493 0.425169000
## 8859 Jdp2 -0.416514400 0.000000000 -0.215627670 -0.206676960
## 8860 Jhdm1d 0.007369042 -0.123245238 0.123815535 0.029040338
## 8861 Jkamp -0.051726340 0.297611240 0.051577568 0.086836815
## 8862 Jmjd1c 0.417724135 0.267776965 0.073907375 0.246228695
## 8863 Jmjd4 0.172676090 0.069041250 0.026592731 0.134470460
## 8864 Jmjd6 0.346845630 -0.109035490 0.255017280 -0.189736370
## 8865 Jmjd8 0.446100230 0.405324940 0.943786600 -0.732181550
## 8866 Jmy 0.934853550 0.653131500 0.748099300 0.290762900
## 8867 Josd1 0.422856810 0.262901785 0.896475775 0.192412380
## 8868 Josd2 -0.155757900 0.070104120 0.035924435 -0.036441803
## 8869 Jph1 0.068363905 0.040575981 0.115971804 0.058207035
## 8870 Jph2 0.005412579 0.103106976 -0.090312960 -0.087271690
## 8871 Jph3 0.082347390 0.013778687 -0.018374443 -0.096478940
## 8872 Jph4 -0.016320705 -0.088653090 -0.020785332 -0.050790787
## 8873 Jrk -0.125896450 0.000000000 0.301605700 -0.027055264
## 8874 Jsrp1 0.166899200 0.169346330 0.120261670 -0.082892895
## 8875 Jtb -0.007678986 -0.044031143 0.245281220 -0.045822144
## 8876 Jun 0.601902960 -0.155874250 0.104586600 0.000000000
## 8877 Junb 0.307814120 0.000000000 0.000000000 -0.103260520
## 8878 Jup -0.397924420 0.000000000 0.028068542 0.863885900
## 8879 Kalrn 0.079035760 0.099950790 0.026115417 0.251326080
## 8880 Kank1 0.483117100 0.496306900 0.480935570 0.000000000
## 8881 Kank2 0.354427340 0.409309860 0.365175250 0.139660360
## 8882 Kank3 0.305057530 0.323643680 0.116274830 0.000000000
## 8883 Kank4 0.210544110 0.466436860 0.808305740 -0.201213360
## 8884 Kansl1 -0.010968685 0.177994728 -0.253327370 -0.088747430
## 8885 Kansl1l 0.500699040 0.052664757 0.437349320 -0.036858560
## 8886 Kansl2 -0.095696450 -0.432590245 -0.211514950 0.080299380
## 8887 Kansl3 0.106566430 0.161129000 0.100532530 0.156286240
## 8888 Kap 0.012591362 0.087377550 -0.044626713 -0.039821148
## 8889 Kars 0.010248184 0.238079070 0.153108600 -0.011558533
## 8890 Kat2a 0.029899597 0.453708650 0.214189530 0.152156830
## 8891 Kat2b 0.034068108 -0.037770270 -0.479981900 0.107926370
## 8892 Kat5 0.037570477 0.433270930 0.222797870 -0.224253650
## 8893 Kat6a -0.021870613 0.191720010 0.101072310 0.123632430
## 8894 Kat6b 0.656164170 0.495573040 0.623561860 0.220354080
## 8895 Kat7 0.073772430 -0.042640686 0.209582330 -0.014537811
## 8896 Kat8 0.392424100 0.003253460 -0.318398950 0.000000000
## 8897 Katna1 0.172310830 -0.117607120 0.055924416 0.000000000
## 8898 Katnal1 0.404932020 0.093288420 0.010547161 0.000000000
## 8899 Katnal2 -0.013539791 0.147977830 0.122320175 -0.070611954
## 8900 Katnb1 0.101861954 0.045806408 -0.005974770 0.000000000
## 8901 Katnbl1 0.415581700 0.636282900 0.826360700 -0.002933502
## 8902 Kazald1 0.288764000 0.175436970 -0.308124540 0.183279510
## 8903 Kazn 0.000000000 0.118102550 -0.177114010 0.097873210
## 8904 Kbtbd11 1.300063825 1.557454570 1.707914350 -0.850484600
## 8905 Kbtbd12 0.035952805 0.054249049 0.044707775 -0.086176871
## 8906 Kbtbd13 -0.067539215 0.045370102 -0.004296780 0.026921750
## 8907 Kbtbd2 0.221801760 0.261516570 0.000000000 0.109203340
## 8908 Kbtbd3 0.207044600 -0.002373695 1.134255900 0.603530400
## 8909 Kbtbd4 0.062189580 -0.703953740 0.111003876 -0.379143240
## 8910 Kbtbd7 -0.029335022 0.427708630 0.046389580 -0.363273140
## 8911 Kbtbd8 0.398728370 -0.075298786 0.257574560 -0.073576930
## 8912 Kcmf1 0.022786140 -0.035437584 0.190895080 -0.046151160
## 8913 Kcna1 0.075881004 -0.057608604 0.153649800 -0.032210827
## 8914 Kcna10 -0.128987310 -0.068689350 0.204052450 0.017394066
## 8915 Kcna2 -0.102157590 -0.068178180 0.176376340 -0.014175415
## 8916 Kcna3 -0.099379060 0.000000000 -0.116246220 -0.102169510
## 8917 Kcna4 0.011415958 0.174871920 0.220681190 -0.040769100
## 8918 Kcna5 0.676619050 0.140067580 0.515770440 2.778908300
## 8919 Kcna6 -0.017904758 -0.003362656 -0.053214550 -0.010371685
## 8920 Kcna7 -0.018593311 0.000000000 0.226576330 0.040674686
## 8921 Kcnab1 0.024050713 0.030015945 0.040050507 -0.025842667
## 8922 Kcnab2 -0.020207405 -0.043973446 0.101874350 -0.104753494
## 8923 Kcnab3 -0.015369892 0.211450100 -0.099256040 0.068811890
## 8924 Kcnb1 -0.248106960 -0.166443350 -0.401354300 0.591928000
## 8925 Kcnb2 0.030863762 0.171209810 0.013514996 0.196941380
## 8926 Kcnc1 0.047718525 0.136270050 0.096425060 -0.153136250
## 8927 Kcnc2 -0.119375230 -0.102768900 0.247446060 0.068370820
## 8928 Kcnc3 -0.017497063 0.006926060 -0.011545181 0.129662510
## 8929 Kcnc4 -0.052396774 -0.039083958 -0.041561127 0.088755610
## 8930 Kcnd1 0.110459805 -0.017137050 0.134655480 0.057187557
## 8931 Kcnd2 0.212828160 0.026314735 0.191974640 -0.032212257
## 8932 Kcnd3 0.079094651 0.108470203 0.012562274 -0.015789032
## 8933 Kcne1 0.155081750 -0.098046780 0.002276897 -0.076087475
## 8934 Kcne1l -0.074740890 0.000000000 0.088118080 0.046587944
## 8935 Kcne2 -0.044607162 0.000000000 -0.011713505 0.022686958
## 8936 Kcne3 -0.424617300 -0.304105760 -0.283156400 0.154061320
## 8937 Kcne4 0.022301674 -0.187786100 0.149143700 0.141243460
## 8938 Kcnf1 -0.019919872 0.271938800 0.000317000 0.147632120
## 8939 Kcng1 -0.084947586 -0.091904160 -0.042715073 0.083334446
## 8940 Kcng3 0.082171920 -0.009748936 0.185238360 0.061102390
## 8941 Kcng4 -0.192848200 0.149064060 0.098081590 -0.120026590
## 8942 Kcnh1 -0.061439037 0.007356644 -0.071093080 0.000000000
## 8943 Kcnh2 -0.019606113 0.000000000 0.070138454 -0.126914980
## 8944 Kcnh3 0.055288315 -0.059513570 0.192896840 0.086733820
## 8945 Kcnh4 0.031750202 -0.093036175 0.081985000 0.145719530
## 8946 Kcnh5 -0.053744793 0.000431000 0.000000000 0.051727295
## 8947 Kcnh6 0.000000000 -0.073760990 0.190313820 0.088887215
## 8948 Kcnh7 -0.004720211 0.007096767 0.154116150 -0.007061005
## 8949 Kcnh8 0.137434250 -0.078490975 0.089867830 0.029780388
## 8950 Kcnip1 0.014982224 -0.050806046 -0.007586956 0.158565520
## 8951 Kcnip2 0.057106018 -0.078228470 0.053906918 0.047853947
## 8952 Kcnip3 -0.284759520 0.227448940 0.034725190 -0.013908863
## 8953 Kcnip4 0.016528130 0.245996000 -0.027654171 0.177060600
## 8954 Kcnj1 -0.128849980 0.000000000 -0.239786620 0.033107280
## 8955 Kcnj10 0.000000000 -0.163044450 0.123512745 -0.213314530
## 8956 Kcnj11 0.093430520 0.073439600 -0.061264990 -0.010231018
## 8957 Kcnj12 0.160108570 -0.032156467 0.041855812 0.204667570
## 8958 Kcnj13 0.451896670 -0.126875880 -0.681151400 0.284176830
## 8959 Kcnj14 0.221014980 -0.068944930 -0.291266920 0.250751970
## 8960 Kcnj15 -0.252827640 -0.090956690 0.048069000 0.356908320
## 8961 Kcnj16 -0.080582140 -0.055390835 -0.151149750 -0.080317974
## 8962 Kcnj2 1.019913700 0.543099900 0.666451000 -0.453461650
## 8963 Kcnj3 0.003072739 0.000000000 0.000000000 0.129340170
## 8964 Kcnj4 -0.006839275 -0.047494410 0.123359680 0.000000000
## 8965 Kcnj5 0.031625748 -0.095304490 0.319601540 -0.006217003
## 8966 Kcnj6 -0.011623859 -0.037327290 0.026673317 -0.096397400
## 8967 Kcnj8 -0.228553300 -0.040808678 -0.283002850 0.707236770
## 8968 Kcnj9 -0.111793995 -0.099783420 0.020709515 -0.282095430
## 8969 Kcnk1 -0.042931080 -0.028829098 0.188432700 -0.013170242
## 8970 Kcnk10 -0.095173360 0.013239384 -0.034661293 -0.035573006
## 8971 Kcnk12 0.102755070 0.000000000 0.296472550 -0.000073400
## 8972 Kcnk13 -0.107791424 0.029356480 -0.012444019 -0.086429596
## 8973 Kcnk15 0.008879662 0.073756220 0.242840290 -0.068459510
## 8974 Kcnk16 0.156312940 0.043578625 0.192427160 0.000000000
## 8975 Kcnk18 -0.076512340 0.064634800 0.109841350 -0.029329777
## 8976 Kcnk2 -0.021558285 0.036877155 0.047078610 0.152008530
## 8977 Kcnk3 0.000000000 0.006682873 0.141929630 0.161288740
## 8978 Kcnk4 0.035459520 -0.010383606 -0.079574585 0.034772873
## 8979 Kcnk5 -0.133818150 -0.164670470 0.035507202 0.000000000
## 8980 Kcnk6 -0.272546300 -0.364986420 -0.115127090 0.366728300
## 8981 Kcnk7 -0.263376240 0.009341240 -0.109478950 -0.217013360
## 8982 Kcnk9 -0.004563808 0.082223415 -0.096670630 -0.101495266
## 8983 Kcnma1 -0.009865284 0.007112503 -0.007549763 -0.033009530
## 8984 Kcnmb1 -0.069828030 -0.109012604 0.378017900 -0.030971050
## 8985 Kcnmb2 -0.018132687 -0.018132687 0.000000000 0.144587520
## 8986 Kcnmb4 0.052635865 0.100761175 0.094656228 -0.038086893
## 8987 Kcnn1 -0.114685535 -0.036443233 0.076933860 -0.011127949
## 8988 Kcnn2 0.112088680 0.101469040 0.002526760 -0.108100414
## 8989 Kcnn3 -0.159613130 -0.016583443 -0.113905430 0.002085209
## 8990 Kcnn4 -0.063819885 0.002737999 0.099834920 -0.059761047
## 8991 Kcnq1 0.205697540 0.478935720 0.315905100 0.022356510
## 8992 Kcnq2 -0.013277054 -0.064494610 0.110900880 0.037465572
## 8993 Kcnq3 0.089833260 -0.083690170 0.015626430 0.035367012
## 8994 Kcnq4 -0.119235040 0.069299220 0.085932255 -0.164837360
## 8995 Kcnq5 0.057317257 -0.016216755 0.074035170 -0.021416664
## 8996 Kcnrg 0.114508630 0.006086350 -0.381097800 0.563447950
## 8997 Kcns1 0.050512790 -0.021455288 0.001470566 0.152472970
## 8998 Kcns2 -0.025707245 0.000000000 -0.062948230 0.046157837
## 8999 Kcns3 -0.130714900 -0.041431904 -0.094449520 -0.012038231
## 9000 Kcnt1 0.027684689 -0.088044170 0.049187660 0.222457410
## 9001 Kcnt2 0.066930770 0.149219510 0.115811350 0.215076450
## 9002 Kcnu1 -0.025982857 -0.004900932 -0.171758650 0.043015480
## 9003 Kcnv1 0.056801796 -0.054461956 -0.131445880 0.283013340
## 9004 Kcnv2 0.048829080 -0.073302746 -0.050973892 0.214325900
## 9005 Kcp 0.132928850 0.156986710 0.095819950 -0.075044155
## 9006 Kctd1 -0.094090940 -0.132562160 -0.055856705 0.041671276
## 9007 Kctd10 0.450793740 0.437251100 0.343609330 0.499608520
## 9008 Kctd11 0.010509491 -0.183084010 0.021376133 0.000000000
## 9009 Kctd12 0.060023308 -0.033333780 0.232903480 0.000000000
## 9010 Kctd12b 0.293519970 0.040074350 0.277291300 1.207099900
## 9011 Kctd13 0.286382680 -0.109174250 0.365865230 0.008366108
## 9012 Kctd14 -0.031593323 0.004221439 0.300064560 -0.011882782
## 9013 Kctd16 -0.204274650 0.031250000 0.017323017 -0.361744400
## 9014 Kctd17 -0.090362070 0.179962160 -0.011459827 0.505909900
## 9015 Kctd18 0.232824330 0.314283850 -0.361530300 0.206463810
## 9016 Kctd19 -0.073078630 -0.088130000 0.060552597 0.257087230
## 9017 Kctd2 0.614453300 0.155230050 0.061187267 -0.057691097
## 9018 Kctd20 -0.095814705 0.363858935 0.379788163 0.386027100
## 9019 Kctd21 0.047500134 0.518118860 0.351185320 0.522678850
## 9020 Kctd3 0.049609660 0.145030020 -0.752040400 0.262757300
## 9021 Kctd4 -0.123920920 0.059048176 -0.209600450 0.109023094
## 9022 Kctd5 0.216477400 0.360120770 -0.035639763 0.000000000
## 9023 Kctd6 0.389414800 0.016072273 0.283174500 -0.054673195
## 9024 Kctd7 0.033989430 0.000000000 0.147551060 0.036704063
## 9025 Kctd8 0.054500580 0.011660576 0.031984806 0.000000000
## 9026 Kctd9 -0.331291200 0.245917320 -0.196713450 0.000000000
## 9027 Kdelc1 0.179510120 0.129466060 0.465298180 0.000000000
## 9028 Kdelc2 0.481671800 0.444499500 0.506253700 0.199786660
## 9029 Kdelr1 0.045825005 0.200920100 0.678903600 0.181755070
## 9030 Kdelr3 0.130513670 0.000000000 0.067543980 -0.082193850
## 9031 Kdm1a 0.090263370 0.326699260 0.000000000 0.198330880
## 9032 Kdm1b 0.020161629 0.050213814 0.166449550 -0.036237717
## 9033 Kdm2a 0.000000000 -0.103557590 0.117701530 0.005755425
## 9034 Kdm2b -0.108236310 0.000000000 -0.044373512 0.151280880
## 9035 Kdm3a 0.608760830 0.423085200 0.197482110 -0.172757150
## 9036 Kdm3b -0.161527630 -0.108307840 0.157626150 0.258297920
## 9037 Kdm4a -0.045691013 0.103977200 0.005816937 0.175545690
## 9038 Kdm4b -0.041196346 0.193780900 0.012923718 -0.010564804
## 9039 Kdm4c 0.389531140 0.231034280 0.455884930 0.384737000
## 9040 Kdm4d -0.054039480 0.039377213 -0.028117180 0.076213840
## 9041 Kdm5a -0.021228790 -0.084791180 0.050284386 0.192535400
## 9042 Kdm5b 0.190762520 0.231977460 0.128384590 0.080332756
## 9043 Kdm5c 0.166448120 0.031300068 0.144552710 0.229801650
## 9044 Kdm5d 0.114024160 0.158595090 0.000000000 -0.071225170
## 9045 Kdm6a 0.498302460 0.416076660 -0.123160360 -0.289568900
## 9046 Kdm6b 0.137674570 -0.447597260 -0.165473700 0.206357480
## 9047 Kdm8 -0.126897810 0.063275814 -0.164535050 0.071584225
## 9048 Kdr -0.091683390 0.149644850 0.000000000 0.962996500
## 9049 Kdsr 0.111274720 0.090433120 -0.042340755 -0.051534176
## 9050 Keap1 -0.078928950 0.162322040 0.177711960 0.172072890
## 9051 Keg1 -0.224338050 -0.067814830 -0.256279950 0.017932415
## 9052 Kel -0.015628338 -0.106706620 -0.014292717 0.018918991
## 9053 Kera -0.044611454 0.013548851 0.018401623 0.004874229
## 9054 Khdc1a -0.016227722 -0.075019836 0.018120527 0.219099760
## 9055 Khdc1b -0.085101130 -0.022156239 0.142262460 0.105945590
## 9056 Khdc3 -0.107662200 -0.061286450 0.190259460 -0.158683300
## 9057 Khdrbs1 -0.099262235 -0.299936300 -0.025903225 0.122486592
## 9058 Khdrbs2 -0.035656930 0.047041416 0.094112870 -0.044715405
## 9059 Khdrbs3 -0.254969120 -0.320142270 -0.102957726 -0.122042656
## 9060 Khk -0.022386550 0.450840000 0.663415900 -0.097399710
## 9061 Khnyn 0.232487200 0.330973150 0.118282795 0.174643040
## 9062 Khsrp -0.205913540 0.127931120 -0.375090600 0.132865430
## 9063 Kidins220 -0.129166600 -0.107927320 -0.232782360 0.120424270
## 9064 Kif11 -0.573237400 -0.828855500 -0.656876560 0.101052284
## 9065 Kif12 -0.047885895 -0.029160500 0.000000000 0.131773950
## 9066 Kif13a 0.000894000 -0.183028220 0.061507225 0.728807450
## 9067 Kif13b 0.324017520 0.209434510 0.131721500 0.139928820
## 9068 Kif14 -0.090520382 -0.098533155 0.020695925 -0.025129794
## 9069 Kif15 -0.209352970 -0.217244630 -0.018415928 0.101423740
## 9070 Kif16b 0.213142400 0.310876850 0.128159050 -0.084339620
## 9071 Kif17 0.000000000 -0.150560860 0.008969307 -0.137712000
## 9072 Kif18a 0.081789020 0.067702290 -0.480134960 -0.030556202
## 9073 Kif18b -0.101270675 -0.003121615 -0.035674095 -0.028450487
## 9074 Kif19a -0.150294780 -0.114265440 0.000000000 0.087327480
## 9075 Kif1a -0.022339344 -0.013777256 -0.051703453 -0.015186310
## 9076 Kif1b 0.000000000 0.191929820 0.039056778 0.228125570
## 9077 Kif1c 0.821102140 0.901552200 0.884962075 0.669749250
## 9078 Kif20a -0.070569990 0.071799280 -0.038464546 0.000000000
## 9079 Kif20b -0.777530670 -0.537769800 -0.643252400 0.292646400
## 9080 Kif21a 0.039350986 -0.055892467 -0.258365150 -0.110832690
## 9081 Kif21b 0.066761490 -0.129765990 -0.044116497 -0.216548440
## 9082 Kif22 -0.206695560 -0.190162180 -0.321535600 -0.242661950
## 9083 Kif23 0.666103360 0.000000000 -0.164122580 -0.360472200
## 9084 Kif24 -0.111378190 -0.217347620 -0.294582370 0.066264150
## 9085 Kif26a 0.125891210 0.520706200 0.138726230 0.059746265
## 9086 Kif26b -0.086289883 0.034890891 0.134619710 -0.061851261
## 9087 Kif27 -0.052349090 -0.076583385 0.032246113 -0.007056713
## 9088 Kif2a 0.565931300 0.300121300 0.506974200 -0.107378006
## 9089 Kif2b 0.259184840 -0.007852554 0.196709160 -0.106450560
## 9090 Kif2c -0.076082230 -0.112672330 -0.015675545 -0.022645950
## 9091 Kif3a -0.027720451 0.193871500 0.223535540 0.268435480
## 9092 Kif3b 0.285156250 0.611682900 0.019914627 0.083044050
## 9093 Kif3c -0.057407856 0.179300790 -0.242823600 0.009559631
## 9094 Kif4 -0.899210450 -0.820721600 -0.660120000 0.132951260
## 9095 Kif4-ps -0.077109100 0.039924860 -0.066111089 0.010630370
## 9096 Kif5a 0.126167300 0.094111920 -0.091542244 -0.112338066
## 9097 Kif5b 0.537775040 0.462260250 0.411703100 0.162665370
## 9098 Kif5c 0.010904789 -0.101453304 -0.067727566 0.523963450
## 9099 Kif6 -0.060076475 0.081114055 -0.039833785 0.016140461
## 9100 Kif7 0.051507473 0.040742874 0.048025845 -0.074712990
## 9101 Kif9 -0.168241020 -0.185228820 -0.305395130 0.000000000
## 9102 Kifap3 0.000000000 0.065949920 -0.036657810 -0.004736900
## 9103 Kifc2 0.070352554 0.077632904 0.104822160 0.250607000
## 9104 Kifc3 0.084736350 0.256762500 0.160991670 0.242871760
## 9105 Kifc5b -0.024526120 -0.151465900 -0.094373226 -0.140606880
## 9106 Kifc5c-ps 0.020906448 -0.008502960 -0.006301880 0.153700350
## 9107 Kin 0.180078980 0.051475048 -0.046895980 -0.252616400
## 9108 Kir3dl1 0.009314537 -0.031154156 -0.108347890 0.084219456
## 9109 Kir3dl2 0.032062530 -0.071386814 0.000000000 -0.071386814
## 9110 Kirrel -0.057750225 -0.010616779 0.095934390 0.100255010
## 9111 Kirrel2 0.061829090 0.137164600 0.235352520 -0.165033340
## 9112 Kirrel3 -0.016712666 -0.189032550 -0.410205360 0.146333220
## 9113 Kiss1 -0.032922745 -0.001396179 0.122151850 0.099562170
## 9114 Kiss1r -0.090188030 -0.043814182 0.224993230 0.047060490
## 9115 Kit -1.939004400 -2.025935600 -0.819217700 0.198725700
## 9116 Kitl 0.485647200 0.588444700 0.238267900 0.737606050
## 9117 Kl -0.119667530 0.000000000 0.005918503 0.009450913
## 9118 Klb -0.004106998 -0.011586189 0.180363180 0.156311040
## 9119 Klc1 0.076065060 0.533434870 0.354528430 0.506012900
## 9120 Klc2 0.104572773 0.138732193 0.134749890 0.004263635
## 9121 Klc3 0.012023449 -0.024606228 0.053804398 -0.073194030
## 9122 Klc4 -0.004845142 0.264195920 0.227063660 0.000000000
## 9123 Klf1 -0.017279625 0.028956413 -0.083037380 -0.189936160
## 9124 Klf10 -0.139615060 0.083721160 -0.339590070 -0.002847672
## 9125 Klf11 0.614145300 0.220273020 0.401728630 0.427383420
## 9126 Klf12 1.372895200 0.876422900 1.143311500 0.339790340
## 9127 Klf13 0.015935898 0.043006420 -0.497570500 0.287856100
## 9128 Klf14 0.052108765 0.000000000 0.087461470 -0.196490760
## 9129 Klf15 -0.052127360 0.081779960 0.023755550 -0.058990000
## 9130 Klf16 -0.076498030 0.007785797 0.147362230 0.174651150
## 9131 Klf17 -0.061684610 0.145659920 -0.064925194 -0.002985477
## 9132 Klf2 0.338868140 -0.077569960 0.010725021 0.028821945
## 9133 Klf3 0.116449832 -0.028539895 -0.116805555 0.229593755
## 9134 Klf4 0.820922850 0.189536100 0.126318930 0.000000000
## 9135 Klf5 -0.187839980 -0.052301884 -0.133356570 -0.329559800
## 9136 Klf6 0.886611940 0.186418530 0.000000000 0.269469260
## 9137 Klf7 0.153646470 -0.086922646 0.000000000 0.292197230
## 9138 Klf8 -0.119716644 -0.067278860 -0.088321686 0.071120740
## 9139 Klf9 0.230252025 0.074491980 0.217032435 0.343979595
## 9140 Klhdc1 -0.002749920 0.492228030 -0.264039040 -0.571501260
## 9141 Klhdc10 0.068034170 0.606022830 0.369281770 0.023766518
## 9142 Klhdc2 -0.197102550 0.000000000 -0.049477577 -0.080289840
## 9143 Klhdc3 -0.003808498 -0.052235126 -0.305807600 0.419853700
## 9144 Klhdc4 0.016401768 0.243897440 0.119789600 0.126434330
## 9145 Klhdc7a -0.012121677 -0.117643360 0.125624180 0.000000000
## 9146 Klhdc7b -0.081364630 0.000000000 0.094326970 0.070392130
## 9147 Klhdc8a 0.051251410 -0.017650127 0.017098427 0.075567720
## 9148 Klhdc8b 0.386585240 0.033540726 0.088472370 0.427505970
## 9149 Klhdc9 0.000000000 0.002224445 0.393588070 0.111256600
## 9150 Klhl1 0.120460030 0.120069504 0.215299130 0.029110432
## 9151 Klhl10 0.026214600 0.036692142 0.041758060 0.000000000
## 9152 Klhl11 0.032429695 0.281238560 0.115271090 0.169409750
## 9153 Klhl12 0.000000000 0.043690205 -0.175148010 0.415262220
## 9154 Klhl13 0.300279140 0.293465140 0.161687370 0.041153430
## 9155 Klhl14 -0.021905899 -0.068559407 0.041230677 -0.038469790
## 9156 Klhl15 0.114490030 0.000000000 0.168179510 -0.198243140
## 9157 Klhl18 -0.105124470 0.195082190 -0.469084740 0.034708500
## 9158 Klhl2 1.016737000 0.835346200 0.518304800 0.076163290
## 9159 Klhl20 0.357407570 0.224214550 0.701532360 0.130574230
## 9160 Klhl21 -0.024277450 0.080600022 0.213382728 -0.039326668
## 9161 Klhl22 0.042734146 -0.278996470 0.376076220 0.335483550
## 9162 Klhl23 0.037273884 0.095292570 -0.071057320 -0.205884460
## 9163 Klhl24 -0.054775238 0.000000000 -0.212488170 0.309413900
## 9164 Klhl25 -0.000014800 0.060135365 0.356253150 -0.065692425
## 9165 Klhl26 0.057013510 0.006793499 -0.079164980 0.158257960
## 9166 Klhl28 0.552291870 -0.091878890 -0.386978150 0.204772000
## 9167 Klhl29 -0.050611020 0.101846695 0.000000000 -0.012507916
## 9168 Klhl30 -0.114912990 -0.005272865 0.130758290 0.103868010
## 9169 Klhl31 0.008257628 0.022823810 -0.047040462 0.018083093
## 9170 Klhl32 0.059095860 0.098800660 -0.102066990 -0.013719082
## 9171 Klhl34 0.000000000 0.007222176 -0.119738100 0.081110480
## 9172 Klhl35 -0.132390020 0.008877277 -0.024599552 0.037481785
## 9173 Klhl36 -0.160120010 -0.129618170 0.373295780 0.141506670
## 9174 Klhl38 0.182047370 0.006340504 -0.120050910 -0.058524130
## 9175 Klhl4 1.864471000 1.625402900 1.367144100 1.901655700
## 9176 Klhl40 0.044023514 0.044744490 0.267251500 0.068495270
## 9177 Klhl41 0.004967690 -0.057734490 0.237517830 -0.120822910
## 9178 Klhl42 0.114572524 0.027961016 0.235512975 -0.036644458
## 9179 Klhl5 1.105473500 1.284779500 0.650967600 0.290548320
## 9180 Klhl6 -0.823207860 0.000000000 0.423751830 0.476962100
## 9181 Klhl7 0.155576230 0.356818680 -0.011817455 -0.073125840
## 9182 Klhl8 -0.011716843 -0.025251865 0.000000000 0.498838420
## 9183 Klhl9 0.023664952 0.012707710 0.025057792 -0.182502510
## 9184 Klk1 -0.122750280 -0.109831810 -0.101043224 -0.019335747
## 9185 Klk10 0.020040989 0.032452583 0.137187480 0.253548150
## 9186 Klk11 -0.127882960 -0.032172680 0.234781270 0.274515630
## 9187 Klk12 0.003443718 -0.070269110 -0.091747284 0.144386290
## 9188 Klk13 0.122563840 -0.029006004 -0.071491720 -0.177873610
## 9189 Klk14 0.135440350 -0.134865760 -0.092153550 0.163014410
## 9190 Klk15 0.086711410 -0.049305440 0.072256090 0.000000000
## 9191 Klk1b1 -0.046655655 0.000000000 -0.088406560 0.133014200
## 9192 Klk1b11 -0.107062820 0.204285620 0.141016960 0.009585857
## 9193 Klk1b16 -0.051724910 -0.046972275 0.080634120 0.115037440
## 9194 Klk1b21 -0.188863750 -0.211668010 -0.051662922 -0.108786580
## 9195 Klk1b22 -0.081613540 -0.025510788 0.185153480 -0.119217396
## 9196 Klk1b24 -0.074525360 0.137153150 0.013705730 0.233089450
## 9197 Klk1b26 0.000000000 -0.091080666 -0.008282661 -0.061073303
## 9198 Klk1b27 -0.120872020 -0.045930862 -0.002804756 -0.017308712
## 9199 Klk1b3 -0.085113050 -0.063949110 -0.038786410 0.102844240
## 9200 Klk1b4 -0.158236500 -0.023485184 0.057358265 0.211139680
## 9201 Klk1b5 0.197671410 -0.139598850 0.064720630 -0.089085580
## 9202 Klk1b7-ps 0.186408040 0.211686130 -0.035953045 -0.165275100
## 9203 Klk1b8 -0.012069225 0.019486427 0.014562130 0.145601270
## 9204 Klk1b9 0.053143024 0.025850296 0.193885330 0.000000000
## 9205 Klk4 -0.061284065 -0.085598946 0.234161850 0.057999610
## 9206 Klk5 0.088430880 0.013540745 -0.002925396 -0.102612495
## 9207 Klk6 -0.152481080 0.000000000 0.061307907 0.102842330
## 9208 Klk7 0.057888508 0.001946926 -0.121407510 -0.042006970
## 9209 Klk8 0.053083420 0.045848846 -0.202793120 0.725182060
## 9210 Klk9 0.186865800 0.000000000 -0.127712250 0.266262050
## 9211 Klra1 0.000000000 -0.018170834 -0.005550385 0.000594000
## 9212 Klra10 -0.133765220 -0.167059420 -0.112957954 2.384684600
## 9213 Klra17 -0.033693790 0.002936840 -0.008454323 0.050858974
## 9214 Klra2 -0.039581776 -0.183963780 0.000000000 -0.089649680
## 9215 Klra3 -0.076530930 0.000000000 -0.265701300 0.392580500
## 9216 Klra5 -0.026213170 -0.025154590 0.018363476 0.001576424
## 9217 Klra6 0.078176020 0.000000000 -0.003015995 0.115399840
## 9218 Klra8 -0.135539050 0.028714180 -0.053661823 0.181386950
## 9219 Klra9 -0.036781550 -0.166280745 0.029507878 3.687252900
## 9220 Klrb1 0.007035732 -0.106024740 0.019585133 0.044885635
## 9221 Klrb1a -0.097410680 -0.032726288 0.064406395 0.006561279
## 9222 Klrb1b -0.016225815 0.011266708 -0.039998530 0.042273045
## 9223 Klrb1c -0.042898178 0.179313180 -0.050646305 -0.060325623
## 9224 Klrb1f -0.228166100 -0.074175360 -0.088093280 0.052422047
## 9225 Klrb1-ps1 0.042383670 0.059367180 0.275591850 -0.171579360
## 9226 Klrc1 -0.051744460 0.008322239 -0.028256416 -0.025230885
## 9227 Klrc2 -0.039566994 -0.032797337 0.017956734 0.085276600
## 9228 Klrc3 -0.024762630 0.012109280 0.000000000 0.040147780
## 9229 Klrd1 0.046325684 -0.083284855 -0.014056206 0.344707970
## 9230 Klre1 -0.094772340 -0.050248146 0.055047990 0.046062470
## 9231 Klrg1 0.006778717 -0.129309180 0.023576260 -0.065248010
## 9232 Klrg2 0.002061367 -0.043735504 -0.039902210 0.115269660
## 9233 Klri1 -0.028661251 -0.009015083 0.103405000 0.188867570
## 9234 Klri2 -0.034379005 -0.008666515 -0.006435871 0.029703140
## 9235 Klrk1 0.068959710 0.000000000 0.011893749 -0.061437130
## 9236 Kmo -0.046172142 -0.057277203 -0.128355980 -0.017093658
## 9237 Kmt2a 0.094893456 0.094861030 -0.061386110 0.270679470
## 9238 Kmt2b 0.082880974 0.017802238 0.033015728 0.219801430
## 9239 Kmt2c 0.161318780 0.041323660 -0.220702170 0.304337500
## 9240 Kmt2d -0.033534529 0.007851124 -0.147269250 0.184121608
## 9241 Kmt2e 0.333222400 0.114726070 0.068929670 0.330603600
## 9242 Kncn 0.009604931 -0.029896736 -0.088037014 -0.269090650
## 9243 Kndc1 0.157832150 -0.013244152 0.161035540 -0.020301342
## 9244 Kng1 -0.046034336 -0.008930683 0.014271259 -0.086065290
## 9245 Kng2 -0.051033497 -0.026570320 -0.110153200 -0.116246220
## 9246 Knop1 -0.143794060 0.264212600 0.355142600 0.061251640
## 9247 Knstrn -0.772761800 -0.564600940 -0.512987600 0.118842125
## 9248 Kntc1 -0.333686350 -0.202251430 -0.346054080 -0.183972840
## 9249 Kpna1 -0.039128304 0.069180490 0.096345900 -0.184159280
## 9250 Kpna2 -0.314233457 -0.766131883 -0.193498612 -1.075127300
## 9251 Kpna3 0.259672640 0.085660460 -0.084011555 0.005538464
## 9252 Kpna4 0.077566150 -0.159474370 0.000000000 -0.136927600
## 9253 Kpna6 -0.065521240 0.326604840 0.124356270 -0.359695430
## 9254 Kpna7 0.063086990 -0.122229100 0.032568930 0.000000000
## 9255 Kpnb1 -0.137125970 -0.031879425 -0.156233790 -0.083022120
## 9256 Kprp -0.094351770 -0.011535168 0.005824089 0.011381626
## 9257 Kptn 0.208821300 -0.049876690 0.679417130 0.119393350
## 9258 Kras 0.225914960 0.136199000 -0.034407616 0.336079600
## 9259 Krba1 -0.017005444 0.000000000 0.177360530 0.058744907
## 9260 Krcc1 0.013930321 0.178446770 0.197086330 0.230852130
## 9261 Kremen1 0.053098680 -0.142748830 0.265221600 0.000000000
## 9262 Kremen2 0.000000000 0.069052696 -0.055426120 0.242087360
## 9263 Kri1 -0.208608150 -0.059504032 0.210300450 0.174058910
## 9264 Krit1 0.513114000 0.106446266 0.402972220 0.069028854
## 9265 Krr1 0.468029980 0.341674800 0.007623673 0.000000000
## 9266 Krt1 -0.004659176 0.086551190 0.000000000 0.109379290
## 9267 Krt10 -0.113599300 0.322340500 0.265779970 -0.188423630
## 9268 Krt12 0.004907608 0.014723778 -0.009402275 -0.038486480
## 9269 Krt13 0.182765000 -0.051013470 0.202796940 0.139618870
## 9270 Krt14 0.052379130 0.000000000 0.000000000 -0.042390347
## 9271 Krt15 0.027212143 0.037743570 0.084493160 -0.017673970
## 9272 Krt16 -0.199877260 -0.175621510 0.134347440 0.115388390
## 9273 Krt17 0.109470844 0.055505276 0.060276030 0.276370530
## 9274 Krt18 -0.028996944 -0.038503647 -0.056091785 -0.261703970
## 9275 Krt19 -0.110072610 0.010968208 0.183719160 0.049548626
## 9276 Krt2 -0.006262302 0.015219688 0.138036730 0.001223564
## 9277 Krt20 0.000000000 -0.038253307 -0.032795430 -0.076640606
## 9278 Krt222 0.414029120 0.498307230 0.313604830 1.049091300
## 9279 Krt23 0.046649456 -0.054836750 0.025318623 0.009819031
## 9280 Krt24 -0.125407700 0.024767399 0.095137120 0.013466358
## 9281 Krt25 -0.026264190 0.069002630 0.043404580 -0.003450394
## 9282 Krt26 0.040755750 0.019182205 -0.031267166 0.107140540
## 9283 Krt27 0.118422030 0.056727886 -0.072123050 -0.001132965
## 9284 Krt28 -0.044731140 -0.035346985 0.088264465 0.008076668
## 9285 Krt31 0.033199310 -0.109552380 -0.022711277 0.098759174
## 9286 Krt32 0.097621920 0.000000000 0.008981228 0.000000000
## 9287 Krt33a -0.096558570 0.321732040 0.335710530 0.251952170
## 9288 Krt33b -0.033983230 -0.049521446 -0.138581280 0.041976930
## 9289 Krt34 -0.147686960 -0.185731890 -0.168702130 -0.158833500
## 9290 Krt35 -0.026332855 -0.097048280 0.086736680 0.000000000
## 9291 Krt36 -0.038098335 0.143692020 -0.002448082 0.121164800
## 9292 Krt39 0.039496420 -0.174177170 -0.005923748 0.000000000
## 9293 Krt4 -0.018530846 0.029925346 0.048229694 -0.100800040
## 9294 Krt40 -0.038299560 0.017127037 0.000000000 0.072999000
## 9295 Krt42 -0.124855520 -0.118816850 -0.017337800 0.000000000
## 9296 Krt5 0.297132020 0.253423700 0.223536490 -0.005824089
## 9297 Krt6a 0.012053967 0.027616978 0.293530940 0.076860905
## 9298 Krt6b -0.049172880 -0.068353650 0.093309400 0.041386604
## 9299 Krt7 -0.236526490 0.072987080 -0.136231900 -0.254614350
## 9300 Krt71 0.070015430 -0.157365320 0.026328564 0.190054900
## 9301 Krt72 -0.007035255 0.050899506 0.001286507 0.128169060
## 9302 Krt73 0.275578020 0.051736355 0.089512825 -0.044123173
## 9303 Krt74 0.019783020 -0.049122810 0.109938145 0.062272070
## 9304 Krt75 -0.061154366 0.000000000 0.200546260 0.143338200
## 9305 Krt76 0.035557747 0.000000000 0.187090870 0.011515617
## 9306 Krt77 0.002016544 0.000000000 0.164816380 0.000000000
## 9307 Krt78 -0.005630016 -0.092140675 -0.074577330 -0.129806520
## 9308 Krt79 -0.044703484 -0.003372669 -0.033113003 -0.168553350
## 9309 Krt8 -0.155567650 -0.120265960 0.077354430 -0.439093600
## 9310 Krt80 -0.572326200 -0.461503030 -0.417409420 -0.339653970
## 9311 Krt82 0.000000000 0.139559270 0.014341354 0.051929950
## 9312 Krt83 -0.079337120 0.000000000 -0.015611172 -0.005923748
## 9313 Krt84 -0.024399280 -0.088569640 0.121853830 0.029533386
## 9314 Krt86 -0.019670486 -0.043453693 -0.163666250 -0.107140540
## 9315 Krt9 -0.099543570 0.060743810 0.027245522 -0.005829334
## 9316 Krtap10-10 -0.025151253 -0.011025429 0.144873140 0.295967580
## 9317 Krtap10-4 -0.022987366 0.140633100 0.278166770 0.161552900
## 9318 Krtap11-1 0.000000000 -0.018001080 0.000000000 -0.027248860
## 9319 Krtap12-1 -0.032019140 -0.089538100 0.153385160 -0.226045610
## 9320 Krtap13 0.012553215 0.009058476 -0.008288860 -0.085574630
## 9321 Krtap1-3 -0.090923310 -0.101138115 -0.005025387 -0.177448270
## 9322 Krtap13-1 0.026682854 -0.013372421 0.256628040 0.047507763
## 9323 Krtap14 0.065567020 0.000000000 -0.017193317 -0.076900005
## 9324 Krtap1-4 0.000000000 -0.078112600 -0.121092320 -0.032412052
## 9325 Krtap15 -0.058566093 0.050857544 -0.004507065 0.019122600
## 9326 Krtap1-5 0.183131700 -0.006336212 0.068610670 0.014684200
## 9327 Krtap16-1 0.008801460 0.110097885 0.048560143 0.065346720
## 9328 Krtap16-3 -0.006484509 0.036543370 -0.015595913 0.032749653
## 9329 Krtap17-1 -0.096561430 -0.194293020 -0.110873220 0.019026756
## 9330 Krtap19-1 -0.000086800 -0.010321617 0.066627980 0.059076310
## 9331 Krtap19-3 0.018425941 0.014123917 0.187625890 -0.041393757
## 9332 Krtap19-4 0.000000000 0.042253494 -0.002938747 -0.044119835
## 9333 Krtap19-5 0.022132874 -0.011207104 0.009048462 0.065377235
## 9334 Krtap19-7 -0.012749195 0.000774000 -0.017012596 -0.050821304
## 9335 Krtap19-9b -0.007476807 -0.095380306 0.034829140 0.000000000
## 9336 Krtap20-2 -0.097329140 0.064502240 -0.052570820 -0.011071682
## 9337 Krtap21-1 0.000000000 -0.088312626 -0.146978380 0.039430140
## 9338 Krtap2-4 -0.066653967 -0.152655603 0.057961941 0.094304324
## 9339 Krtap24-1 -0.069111824 -0.058342457 0.021149635 0.060365677
## 9340 Krtap26-1 0.022025108 0.000000000 -0.008272648 0.043271540
## 9341 Krtap3-1 -0.025841713 0.094822880 -0.075315475 -0.032082558
## 9342 Krtap31-1 0.120007990 0.008889675 -0.154676440 0.000000000
## 9343 Krtap31-2 0.000000000 0.000000000 0.032390118 0.087650300
## 9344 Krtap3-2 -0.033393860 0.197369580 0.007784843 -0.066572666
## 9345 Krtap3-3 0.017460346 0.122804165 0.228742600 0.060770510
## 9346 Krtap4-1 -0.021497250 0.121508120 0.159828660 -0.082427500
## 9347 Krtap4-13 0.041430711 -0.149394985 -0.065774917 0.056082965
## 9348 Krtap4-16 -0.010580540 -0.035522938 -0.032810210 0.118859290
## 9349 Krtap4-2 0.060130596 -0.055528640 -0.005757332 0.140123370
## 9350 Krtap4-6 -0.010815144 0.037917137 0.105524540 0.000000000
## 9351 Krtap4-7 -0.047455310 0.009071827 0.333357330 0.053313732
## 9352 Krtap5-1 -0.038712025 -0.013418198 0.054208279 -0.009586330
## 9353 Krtap5-2 -0.043106795 -0.020032405 -0.092137812 -0.013099194
## 9354 Krtap5-3 -0.010089874 -0.064862250 -0.060876846 0.028160095
## 9355 Krtap5-4 -0.065148990 0.011126200 -0.166646001 -0.002320607
## 9356 Krtap5-5 0.109465600 0.014436722 0.177801130 0.099187850
## 9357 Krtap6-1 -0.026533604 -0.056427956 0.031768800 -0.051964760
## 9358 Krtap6-2 0.129318710 0.000813000 0.127004620 -0.009312630
## 9359 Krtap6-3 0.000000000 0.000000000 -0.017539024 0.159521100
## 9360 Krtap6-5 -0.107517240 0.000000000 0.041345596 0.022537231
## 9361 Krtap7-1 0.079936980 0.133422850 0.136153220 -0.105931760
## 9362 Krtap8-1 0.065654755 -0.010874748 0.082827090 -0.106023790
## 9363 Krtap9-1 0.036892890 -0.073968890 -0.084471700 -0.055398940
## 9364 Krtap9-3 0.012657166 -0.008056641 0.154894830 -0.022156715
## 9365 Krtcap2 -0.192276950 0.288464550 0.429693220 0.000000000
## 9366 Krtcap3 0.261228080 0.186026570 -0.062854290 0.501960300
## 9367 Krtdap -0.107628345 0.000000000 0.087203980 0.038113594
## 9368 Ksr1 0.009826898 0.163145783 -0.050644635 0.165372845
## 9369 Ksr2 -0.074728010 -0.012058258 0.098171710 0.088148594
## 9370 Kti12 0.321308615 -0.096089600 0.067709923 0.134712695
## 9371 Ktn1 0.042613983 0.074200630 -0.159349440 0.475359920
## 9372 Kxd1 -0.260794640 0.389443400 0.794082640 -0.209898000
## 9373 Ky 0.146242140 0.011598587 0.022810460 -0.002945900
## 9374 Kynu -0.142783160 -0.104500770 -0.022272110 0.026104927
## 9375 L1cam 0.059500217 -0.297583580 0.005599022 -0.087156296
## 9376 L1td1 -0.237026210 0.041357517 -0.027851582 0.119226930
## 9377 L2hgdh -0.113554480 -0.046861170 -0.245589260 0.049453260
## 9378 L3hypdh 0.248779770 0.661220100 0.030868530 -0.063833710
## 9379 L3mbtl1 0.015310288 0.000000000 -0.128718380 -0.158773420
## 9380 L3mbtl2 0.188778400 0.606520650 0.000000000 -0.030598164
## 9381 L3mbtl3 -0.131971840 -0.046179295 0.214353080 -0.062676430
## 9382 L3mbtl4 -0.065488339 -0.018588305 0.128208163 0.126864195
## 9383 l7Rn6 0.275132180 0.017376900 0.194042200 -0.536274900
## 9384 Lacc1 -0.079321860 -0.345827100 -0.208166600 0.044063568
## 9385 Lace1 0.121472360 0.227355960 0.210650440 0.351792340
## 9386 Lactb 0.335182200 0.497363570 -0.098554610 -0.147410400
## 9387 Lactb2 0.082810400 0.536744100 0.173542020 -0.266620160
## 9388 Lad1 -0.038470270 -0.038815500 0.047633170 -0.113158226
## 9389 Lag3 -0.167485710 0.019398690 -0.007685661 -0.144673820
## 9390 Lage3 0.000000000 0.113714220 0.107463840 -0.048732758
## 9391 Lair1 0.046601295 0.179951670 -0.088805676 0.279382230
## 9392 Lalba 0.055441380 0.043329716 0.003552437 0.055268764
## 9393 Lama1 0.112698080 -0.047923088 0.097394470 -0.103777410
## 9394 Lama2 -0.038689137 -0.181763170 -0.021825314 0.081384180
## 9395 Lama3 0.434989930 0.000000000 -0.244583130 0.520760540
## 9396 Lama4 -0.399576200 0.000000000 0.142751700 1.267109900
## 9397 Lama5 0.372823240 0.502645970 0.293363100 -0.030745983
## 9398 Lamb1 -0.318861480 -0.238437650 -0.632997040 2.902111500
## 9399 Lamb2 0.437254900 0.602575300 0.671362900 0.111240390
## 9400 Lamb3 0.009725094 -0.029675960 0.115785120 0.000000000
## 9401 Lamc1 -0.203647610 0.097029686 -0.059127808 0.833728800
## 9402 Lamc2 -0.090775010 -0.045565605 0.246435640 0.179750440
## 9403 Lamc3 0.030279160 0.131691930 0.077878475 -0.167721750
## 9404 Lamp1 -0.063825610 0.002478600 0.125302310 0.118164060
## 9405 Lamp2 -0.471949580 -0.649611500 -0.404258730 -0.043684960
## 9406 Lamp3 -0.053312780 0.003029347 0.217356200 -0.031483173
## 9407 Lamp5 -0.033429146 0.131655700 0.145661830 -0.165883060
## 9408 Lamtor1 -0.176515100 0.166482450 -0.220237255 0.127588275
## 9409 Lamtor2 -0.085993770 0.195755960 0.451452260 -0.359788900
## 9410 Lamtor3 0.113792898 -0.281109815 0.398359300 -0.294301985
## 9411 Lamtor4 -0.676823140 -0.253872870 -0.384615900 0.043038370
## 9412 Lamtor5 0.125679020 0.181064600 0.130263330 0.223495480
## 9413 Lancl1 0.289340020 0.062695500 0.018257141 -0.595046500
## 9414 Lancl2 0.261054040 0.154928200 0.200396540 -0.059640884
## 9415 Lancl3 0.449122430 0.054332733 0.579621300 0.064022064
## 9416 Lao1 0.602514270 -0.076897620 0.149221420 0.000000000
## 9417 Lap3 0.084573746 -0.150315280 0.314482700 -0.172834400
## 9418 Laptm4a 0.045314790 0.019657135 0.069648740 0.104961395
## 9419 Laptm4b 0.239562030 0.036653520 -0.120746610 0.173731800
## 9420 Laptm5 0.217104910 -0.424781800 -0.286861900 -0.348681450
## 9421 Large -0.169991970 -0.049035072 -0.087810520 0.131078240
## 9422 Larp1 0.387267590 -0.164793492 -0.333125115 -0.346059333
## 9423 Larp1b 0.066162348 0.026578190 -0.111075640 -0.181339027
## 9424 Larp4 0.108178142 -0.241113980 0.126142183 0.114287377
## 9425 Larp4b 0.000000000 0.066865920 -0.177898400 -0.115543365
## 9426 Larp6 0.117518900 0.025544643 0.186236380 -0.074428560
## 9427 Larp7 0.120474817 0.111080170 -0.078931333 -0.240491865
## 9428 Lars 0.056080820 0.291975020 0.091217040 0.086959840
## 9429 Lars2 -0.022175312 -0.043702602 -0.223139290 -0.007662773
## 9430 Las1l 0.082508090 0.150186540 0.435051920 -0.076717380
## 9431 Lasp1 -0.367486950 0.352738380 0.723838800 0.345779420
## 9432 Lat -0.276422980 0.108758450 -0.135379790 -0.101118090
## 9433 Lat2 -0.274659630 -0.027502060 -0.056080820 0.025614738
## 9434 Lats1 0.183156010 0.171295170 -0.371604920 0.081580160
## 9435 Lats2 0.167127610 0.291965480 0.276433940 0.407602300
## 9436 Lax1 -0.011378765 0.000000000 -0.124393460 -0.076321600
## 9437 Layn 2.451767000 2.294532800 2.327181800 0.360223770
## 9438 Lbh -1.589975800 -2.023004000 -1.410653600 0.007513046
## 9439 Lbp -1.436096700 -1.571146000 0.000000000 -1.035506700
## 9440 Lbr 0.000000000 -0.230786320 0.025121689 0.005261421
## 9441 Lbx1 -0.085432050 0.022022247 -0.033711433 -0.044564247
## 9442 Lbx2 -0.196722510 0.039099216 -0.018871307 -0.145580770
## 9443 Lca5 -0.372255800 -0.200277800 -0.462066170 0.607940200
## 9444 Lca5l 0.061129570 -0.002315521 -0.074763300 -0.134916780
## 9445 Lcat -0.394154070 -0.057870865 -0.028306484 -0.238358020
## 9446 Lce1a1 0.002678394 -0.050327300 -0.095752240 0.024446487
## 9447 Lce1a2 -0.013161182 -0.008473873 0.026287079 0.222553730
## 9448 Lce1b -0.046131134 -0.197939400 -0.230061530 0.014246464
## 9449 Lce1c 0.027043820 0.113810540 0.206484320 0.406747820
## 9450 Lce1d 0.032897472 -0.056877136 0.060684680 0.076491356
## 9451 Lce1e -0.128744130 -0.084585190 0.042303562 0.112556460
## 9452 Lce1f 0.153954030 -0.004601479 0.049121857 0.110466960
## 9453 Lce1g 0.049174310 0.057869910 -0.058655262 0.052069664
## 9454 Lce1h 0.075101850 0.000000000 -0.037114143 0.033884525
## 9455 Lce1i -0.048085213 0.095902920 -0.061820030 -0.171702860
## 9456 Lce1l -0.091613290 0.011532307 -0.119092464 -0.005044460
## 9457 Lce1m -0.125606540 -0.113120556 0.117930410 -0.038566113
## 9458 Lce3a -0.046509743 0.000000000 0.055781364 -0.006129742
## 9459 Lce3b -0.116872310 0.137627120 0.120428560 0.044457436
## 9460 Lce3c 0.077233790 -0.067963838 -0.115879775 -0.128247016
## 9461 Lce3f -0.014591217 0.046326160 0.000000000 0.278653620
## 9462 Lce6a 0.000000000 -0.117964270 0.152317050 0.083143234
## 9463 Lck -0.146083830 0.058478832 -0.043275356 -0.040957450
## 9464 Lclat1 0.002962112 -0.459071160 -0.179996490 -0.678448700
## 9465 Lcmt1 0.198849200 0.689098830 0.433516980 -0.294305800
## 9466 Lcmt2 0.129721640 0.137110230 0.441265100 0.175805090
## 9467 Lcn10 -0.022115230 -0.008947849 0.088644980 0.021844864
## 9468 Lcn11 0.096727850 0.100117680 0.151109220 -0.174078460
## 9469 Lcn12 0.027749538 -0.036967278 -0.032362460 0.153191090
## 9470 Lcn2 1.230121600 -0.260154720 5.142126000 -0.110424995
## 9471 Lcn3 -0.115083220 -0.147192000 -0.034374237 0.044161320
## 9472 Lcn4 0.031597614 0.000000000 0.007434845 0.006356716
## 9473 Lcn5 0.012571812 -0.027783394 0.245264530 0.096266270
## 9474 Lcn6 -0.144979950 -0.057998657 0.102489950 0.038833620
## 9475 Lcn8 -0.090125560 0.000000000 0.017618180 0.037776947
## 9476 Lcn9 0.081488610 0.206748010 0.129905220 -0.164287570
## 9477 Lcor 0.189883230 -0.069121360 -0.084267616 -0.048654556
## 9478 Lcorl 0.573040500 0.094758034 0.357262600 0.254754070
## 9479 Lcp1 -1.401687600 -0.862654700 -1.014989900 -1.653181600
## 9480 Lcp2 -0.655671600 -0.302159800 -0.618779660 0.095362190
## 9481 Lct -0.071611404 -0.027592659 0.000000000 -0.138106820
## 9482 Lctl 0.017009258 0.023324490 0.069685936 0.033210754
## 9483 Ldb1 -0.023694992 -0.178795810 -0.092208860 0.071696280
## 9484 Ldb2 -1.819632500 -2.480260800 -1.633002300 0.509882000
## 9485 Ldb3 -0.033016680 -0.070232390 0.079733370 0.055001260
## 9486 Ldha -0.021610260 -0.407652850 0.087313650 -0.544048300
## 9487 Ldhal6b -0.138602260 0.110709670 0.058070183 0.000000000
## 9488 Ldhb -0.143819810 0.132512329 0.099605320 0.515829080
## 9489 Ldhc -0.209126950 -0.057697296 -0.198027130 -0.141843800
## 9490 Ldhd -0.002727509 0.240176200 0.044424057 0.029175282
## 9491 Ldlr 0.400173660 0.004144669 0.092565060 0.059866430
## 9492 Ldlrad1 -0.227960590 -0.077007290 -0.016252040 -0.106445310
## 9493 Ldlrad2 -0.022616386 0.000000000 0.109270096 0.107905390
## 9494 Ldlrad3 1.881321400 1.966643800 2.502961600 0.674475200
## 9495 Ldlrad4 -0.324500080 0.112761974 0.074684620 0.052826405
## 9496 Ldlrap1 0.008250237 0.166915900 -0.109634876 0.340207100
## 9497 Ldoc1 -0.108488080 0.149722100 0.205399040 0.233668800
## 9498 Ldoc1l 0.053371906 0.254826070 -0.282512200 -0.088807580
## 9499 Leap2 0.303835400 0.079280850 -0.323766230 -0.030591011
## 9500 Lect1 -0.076336384 -0.129612920 0.021873474 0.000000000
## 9501 Lect2 0.014031887 -0.039721490 -0.061837673 0.000000000
## 9502 Lef1 4.106278400 4.001382000 4.010532400 -0.287839900
## 9503 Lefty1 -0.245234970 -0.115478040 -0.180563930 -0.204286100
## 9504 Lefty2 -0.142194750 -0.000597000 0.079317570 0.253156660
## 9505 Lekr1 0.135972025 -0.210083965 -0.058088305 -0.194966553
## 9506 Lelp1 -0.016266346 -0.062378883 0.008523464 0.036051750
## 9507 Lemd1 0.007766247 -0.014092445 0.048582554 -0.016654968
## 9508 Lemd2 0.097177980 0.031492233 0.210306640 0.000000000
## 9509 Lemd3 0.752936360 0.395729060 -0.358109470 -0.106802940
## 9510 Leng1 -0.220868590 0.000000000 0.624841700 0.186671260
## 9511 Leng8 0.108436584 0.127768520 0.203896520 0.399361600
## 9512 Leng9 0.241271020 -0.058915140 0.045592785 0.000000000
## 9513 Leo1 -0.056202887 0.147475723 0.065592526 0.092523340
## 9514 Lep -0.007781982 -0.034580708 0.014294148 0.072194100
## 9515 Lepr 0.753933400 0.623283860 0.430202960 -2.114692200
## 9516 Lepre1 -0.107809070 -0.035690308 0.164459230 0.191655640
## 9517 Leprel1 -0.068708182 -0.250111590 -0.257659913 -0.321857693
## 9518 Leprel2 -0.087840080 -0.123938080 0.013561249 -0.091681960
## 9519 Leprel4 0.117473125 0.230472560 -0.174845220 -0.281462200
## 9520 Leprot 0.093122480 0.264180180 0.263336180 -0.095392230
## 9521 Leprotl1 -0.162912370 0.064343450 -0.110482216 0.057187080
## 9522 Letm1 0.022594452 0.032388687 0.030832290 0.073718070
## 9523 Letm2 0.133119583 0.193124295 0.090130090 0.194843297
## 9524 Letmd1 0.186592580 0.017010689 -0.130670070 0.049601078
## 9525 Lfng -0.543180000 0.388591300 0.000000000 -0.260465620
## 9526 Lgals1 -3.282719100 -3.009031300 -2.991418800 -1.403575900
## 9527 Lgals12 0.184315200 0.092990875 0.040682793 0.073173520
## 9528 Lgals2 0.009881496 0.000000000 0.027215480 0.265327450
## 9529 Lgals3 -0.356261730 -0.184898850 -0.202623370 0.000000000
## 9530 Lgals3bp -0.085501670 0.353055950 0.253244400 0.325065600
## 9531 Lgals4 0.323859200 0.403861520 0.274999140 0.175783630
## 9532 Lgals7 0.139494420 0.316563600 0.734438400 -0.059960365
## 9533 Lgals8 -0.272574420 -0.067757610 0.000000000 0.021751404
## 9534 Lgals9 -0.125691410 -0.306884770 0.021267890 0.000000000
## 9535 Lgalsl 0.395509720 -0.001662254 0.737117770 0.000000000
## 9536 Lgi1 0.097222805 0.005287647 0.180730820 -0.033298016
## 9537 Lgi2 0.000000000 0.137557500 0.144450190 -0.014507771
## 9538 Lgi3 -0.060310840 0.004414558 0.005200863 -0.013830185
## 9539 Lgi4 -0.020138740 -0.047339916 0.442015170 -0.078349110
## 9540 Lgmn -0.973834040 -0.723079700 -0.089667320 -0.810637500
## 9541 Lgr4 0.219445230 -0.006355763 -0.007648945 0.211766720
## 9542 Lgr5 -0.166972160 -0.040528774 -0.077439310 -0.083663940
## 9543 Lgr6 -0.020946026 0.000000000 0.069475174 -0.022559166
## 9544 Lgsn 0.042263508 0.011404753 0.124425412 -0.047152517
## 9545 Lhb -0.045718670 -0.121202946 0.060765743 -0.054526806
## 9546 Lhcgr -0.013039589 0.000000000 -0.003087997 -0.045955180
## 9547 Lhfp -0.227437500 -0.311541080 0.000000000 0.305994500
## 9548 Lhfpl1 0.032551765 0.005817413 0.123325350 0.071997640
## 9549 Lhfpl2 1.012843100 1.782356300 1.301435500 -0.223255630
## 9550 Lhfpl3 -0.055995940 -0.090947630 0.066571710 -0.074536800
## 9551 Lhfpl4 -0.009221077 0.010704517 0.064802650 -0.065687180
## 9552 Lhfpl5 0.075870514 -0.002282143 0.163685800 0.158868790
## 9553 Lhpp -0.009476185 0.271725650 -0.004045010 0.217123030
## 9554 Lhx1 -0.072413920 0.078927520 0.007470131 0.333275320
## 9555 Lhx2 -0.004847050 -0.004149437 -0.002102375 -0.282937530
## 9556 Lhx3 -0.028998375 0.058928490 0.055768967 0.027298450
## 9557 Lhx4 -0.158504010 0.043110370 0.128879070 0.000000000
## 9558 Lhx5 0.006476879 0.000702000 0.132622240 0.002292156
## 9559 Lhx6 -0.088571070 0.122027874 0.079007626 0.172798160
## 9560 Lhx8 0.053456306 0.072310925 -0.055892467 0.239069460
## 9561 Lhx9 0.002578735 0.001176357 0.162524220 0.066373350
## 9562 Lias -0.153560160 0.031208992 0.501315100 -0.073684690
## 9563 Lif -0.147234440 0.214374070 0.142804150 0.093209740
## 9564 Lifr -0.528200150 -0.460896500 -0.889943100 -0.377264980
## 9565 Lig1 0.111181736 0.123094080 -0.160944460 0.357034200
## 9566 Lig3 0.000000000 0.042369366 0.009031296 -0.002079964
## 9567 Lig4 -0.004122734 -0.213839050 0.713412300 -0.441124920
## 9568 Lilra5 -0.218636990 -0.104559900 0.175001140 0.231855390
## 9569 Lilra6 -0.077289104 0.085849760 0.083220480 0.000000000
## 9570 Lilrb4 -0.389661800 -0.479753500 -0.371306420 -0.130887990
## 9571 Lim2 0.000000000 0.099114895 0.071157455 0.024284840
## 9572 Lima1 0.198103900 0.176951410 0.867137900 0.048669815
## 9573 Limch1 0.560112000 0.766036030 0.443570140 0.177945140
## 9574 Limd1 -0.081506250 -0.093560220 -0.404164300 0.340334900
## 9575 Limd2 -0.060017110 0.039705276 0.051303864 -0.076735970
## 9576 Lime1 0.043399810 0.119053840 0.277950760 -0.137449260
## 9577 Limk1 0.363731380 0.368927480 0.344923020 -0.308942800
## 9578 Limk2 -0.018222809 0.291814330 0.052252293 0.122887135
## 9579 Lims1 0.000000000 0.230031010 -0.196228980 -0.016570091
## 9580 Lims2 0.436218260 0.348389630 0.537132260 1.363099100
## 9581 Lin28a 0.041765690 0.014275313 0.198478220 -0.176648855
## 9582 Lin28b 0.190957070 0.000000000 0.000000000 -0.013357639
## 9583 Lin37 0.036500930 0.338533880 -0.024192333 -0.493689540
## 9584 Lin52 0.360414980 -0.120257140 0.089913606 0.197374825
## 9585 Lin54 -0.215838430 -0.600338000 -0.379378320 0.624629000
## 9586 Lin7a -0.016617775 -0.080888270 0.116333485 0.289729120
## 9587 Lin7b 0.177080630 0.188663480 0.026560307 -0.159556870
## 9588 Lin7c 0.134853360 0.185006140 0.167025570 0.231474880
## 9589 Lin9 0.000000000 -0.004443169 -0.002240181 -0.149615760
## 9590 Lingo1 -0.001456261 -0.011788368 0.153633120 0.198775770
## 9591 Lingo2 0.035505533 -0.005071402 0.153915880 -0.023255587
## 9592 Lingo3 0.000000000 0.047123432 0.088047030 -0.058200360
## 9593 Lingo4 0.097466470 -0.041008472 0.065209390 0.050156593
## 9594 Lins 0.231001850 -0.294639600 -0.192460540 0.039474964
## 9595 Lipa 0.786591530 0.746724100 1.328909900 0.188844680
## 9596 Lipc 0.063398840 -0.065956116 -0.105113980 -0.052840233
## 9597 Lipe 0.172463415 0.047838688 0.416069510 0.678559300
## 9598 Lipf -0.003351212 -0.020193100 0.067912580 0.072940350
## 9599 Lipg -0.168252470 -0.028585910 0.046814440 -0.238570210
## 9600 Liph 0.045599937 -0.090586660 -0.023684978 -0.041522026
## 9601 Lipi 0.037109375 -0.018057346 0.076805590 -0.035171032
## 9602 Lipk 0.031406403 -0.065935135 -0.033337116 0.071931360
## 9603 Lipm -0.112790110 -0.043625355 -0.046970844 -0.128213400
## 9604 Lipn -0.015547752 0.000000000 0.072635650 0.132435320
## 9605 Lipo1 -0.488307950 -0.646580700 -0.278343680 0.000000000
## 9606 Lipt1 0.235819340 0.177747730 -0.243153100 0.000000000
## 9607 Lipt2 0.000000000 0.048236847 -0.204474930 -0.139506820
## 9608 Litaf 0.201085090 -0.795597550 -0.260452270 -0.069242480
## 9609 Lix1 -0.123857500 -0.009801865 -0.032486440 -0.335655700
## 9610 Lix1l -0.273427000 0.219466210 0.719524400 0.000000000
## 9611 Llgl1 0.016319275 0.319155700 0.205425260 0.047564507
## 9612 Llgl2 -0.060837746 0.000000000 0.083338260 -0.123213290
## 9613 Llph 0.388315200 0.442075730 0.073383966 -0.058846474
## 9614 Lman1 0.000000000 0.205550200 0.052680970 -0.028119087
## 9615 Lman1l 0.049401283 0.026159763 0.157669540 -0.100980760
## 9616 Lman2 -0.302565100 -0.012100697 -0.001651764 -0.206313130
## 9617 Lman2l 0.507752900 0.022280693 0.473546030 -0.119656560
## 9618 Lmbr1 0.366733550 0.022317645 0.383262400 0.528549670
## 9619 Lmbr1l -0.105165960 -0.147559170 -0.151084900 0.066383360
## 9620 Lmbrd1 0.642961500 0.578452100 0.392681120 0.000000000
## 9621 Lmbrd2 0.122491840 -0.022804260 0.040085793 -0.300727840
## 9622 Lmcd1 0.290951250 0.000000000 -0.219341280 0.546388150
## 9623 Lmf1 -0.020838737 0.104284290 -0.055121420 0.065281870
## 9624 Lmf2 -0.060166360 0.000000000 0.035333633 -0.082921980
## 9625 Lmln -0.043366910 0.056921482 0.321877480 -0.195436950
## 9626 Lmna -0.360052100 -0.180807110 0.080509660 -0.045838356
## 9627 Lmnb1 -0.232604980 -0.032444477 -0.513943700 0.262466430
## 9628 Lmnb2 0.152297970 -0.025279999 0.134706970 -0.272192960
## 9629 Lmo1 -0.490624900 -0.138575080 0.332039360 0.091115475
## 9630 Lmo2 0.378577230 0.551255200 0.364596370 -0.775024400
## 9631 Lmo3 0.025488377 0.058645725 -0.038702488 0.046038628
## 9632 Lmo4 0.000000000 0.214735980 0.590895650 -0.439208500
## 9633 Lmo7 0.977733600 0.906344400 0.553745270 1.213056600
## 9634 Lmod1 -0.069825650 -0.063709260 0.074168205 -0.062775610
## 9635 Lmod2 -0.191316130 -0.123777870 0.145691400 0.152037140
## 9636 Lmod3 0.010169029 -0.077512740 -0.016246319 0.158667090
## 9637 Lmtk2 -0.186001780 -0.199186330 -0.420500760 0.004476547
## 9638 Lmtk3 -0.105294704 0.032464980 0.000000000 -0.165684700
## 9639 Lmx1a 0.009066105 0.030195236 -0.120127680 0.068686960
## 9640 Lmx1b 0.010482788 0.151610850 0.148310660 0.146374230
## 9641 Lnp 0.214815620 -0.467745780 0.029469490 -0.022088050
## 9642 Lnpep -0.021305084 -0.016332626 0.000000000 0.026555061
## 9643 Lnx1 0.111529350 -0.107474330 -0.088904380 1.291867300
## 9644 Lnx2 0.372937200 0.758376600 0.847962860 0.346479420
## 9645 LOC100036540 -0.154007910 0.155979630 -0.086258890 -0.005687237
## 9646 LOC100038422 0.008959293 -0.006029129 -0.019619465 0.248382090
## 9647 LOC100043315 0.000000000 -0.026010513 0.149440290 -0.094871044
## 9648 LOC100048345 0.186442850 -0.060957430 0.000614000 -0.109796524
## 9649 LOC100503696 -0.009616852 -0.017031193 -0.018875122 0.043192863
## 9650 LOC100505143 0.217729090 -0.193737030 0.019791603 -0.069474700
## 9651 LOC100505155 0.178574560 -0.205709460 0.029348850 -0.130578520
## 9652 LOC100505199 0.057757378 0.000000000 0.046515465 -0.099103930
## 9653 LOC269472 0.010722637 -0.271761900 -0.052254200 -0.129859450
## 9654 LOC547323 -0.094126940 0.039302588 0.002812148 -0.001154213
## 9655 Loh12cr1 0.041545390 0.133860590 0.134891990 0.000000000
## 9656 Lonp1 -0.067391396 0.159713750 0.470198150 0.225142000
## 9657 Lonp2 0.205283160 0.416159630 0.000000000 0.304944040
## 9658 Lonrf1 -0.091371060 -0.297598840 -0.058210850 0.172910690
## 9659 Lonrf2 -0.105850220 0.064327720 0.139278410 0.124349120
## 9660 Lonrf3 1.169190400 0.688464160 0.939977170 -0.269916530
## 9661 Lor 0.028438568 0.036709310 0.224546910 0.022292137
## 9662 Lox -0.115501880 0.000000000 -0.253833300 0.355822100
## 9663 Loxhd1 -0.011284113 -0.008481979 0.181611535 -0.069426538
## 9664 Loxl1 0.019233227 -0.105397224 0.017668247 0.133446700
## 9665 Loxl2 -0.388211250 -0.118420124 -0.260063170 0.000000000
## 9666 Loxl3 -0.219063280 0.031335354 0.000000000 0.000000000
## 9667 Loxl4 0.028948307 -0.025230648 -0.150487184 -0.136287215
## 9668 Lpar1 -0.177257540 0.000000000 -0.101280690 0.032448290
## 9669 Lpar2 0.015357494 -0.039545536 -0.005321026 0.000000000
## 9670 Lpar3 -0.161142350 -0.050158500 0.000000000 -0.229978080
## 9671 Lpar4 0.346188550 0.822979000 0.798508640 0.790263200
## 9672 Lpar5 -0.234859470 -0.032371998 -0.104398730 -0.117624280
## 9673 Lpar6 0.000000000 0.410799030 0.404195800 0.724225040
## 9674 Lpcat1 -0.371396060 -0.161787030 -0.488237380 0.275514600
## 9675 Lpcat2 0.000000000 -0.160814760 -0.096225740 0.037364960
## 9676 Lpcat2b 0.048886300 0.039692880 -0.067765710 0.034035206
## 9677 Lpcat3 0.564356800 0.401351930 0.736895560 -0.617949500
## 9678 Lpcat4 0.109481335 -0.083770750 0.137852190 -0.191669940
## 9679 Lpgat1 -0.116421220 -0.181860450 0.199177740 0.095904350
## 9680 Lphn1 -0.079531669 0.333826303 0.336015700 0.138166903
## 9681 Lphn2 0.210808948 0.095991439 -0.241257370 0.321488620
## 9682 Lphn3 2.411976300 2.065553200 2.885109400 -0.082195760
## 9683 Lpin1 -0.155563350 0.138616560 -0.368810650 -0.081222060
## 9684 Lpin2 -0.127503400 -0.361255650 -0.355591770 -0.585845000
## 9685 Lpin3 -0.074278830 -0.140727040 -0.123178960 0.205463410
## 9686 Lpl -2.875117800 -2.572442000 -2.497201400 1.710096400
## 9687 Lpo -0.143531800 0.021267890 0.032983303 0.145962240
## 9688 Lpp -0.065340997 0.024651050 -0.225073662 0.132781820
## 9689 Lpxn -0.185474400 -0.068467140 -0.252830980 0.012207508
## 9690 Lrat -0.013805389 -0.248522760 -0.039567947 0.210813050
## 9691 Lrba 0.680138600 0.530321100 0.694348340 0.377797130
## 9692 Lrch1 0.339140653 0.344825755 0.305776840 0.095085145
## 9693 Lrch2 -0.188974860 -0.127668860 -0.163577560 1.190482600
## 9694 Lrch3 0.033231735 -0.205251700 0.000000000 0.131008150
## 9695 Lrch4 -0.155537600 -0.242007730 -0.147710320 0.014328957
## 9696 Lrcol1 -0.130151750 -0.134233000 0.005431652 0.016561985
## 9697 Lrdd -0.054934980 -0.079557420 0.045527935 -0.075940610
## 9698 Lrfn1 -0.043413162 -0.194260600 -0.182604790 0.102027890
## 9699 Lrfn2 -0.009281635 0.008679390 -0.016383648 -0.036770820
## 9700 Lrfn3 -0.090339184 0.099383354 -0.121661660 -0.054738520
## 9701 Lrfn4 0.075119970 -0.031607628 -0.046353340 0.048836708
## 9702 Lrfn5 0.008226872 -0.018014431 0.187078950 0.142639640
## 9703 Lrg1 0.187710290 -0.613163950 0.837093830 -0.767632960
## 9704 Lrguk -0.077693460 0.023866177 0.110228060 0.023616314
## 9705 Lrif1 -0.114588260 -0.136719700 -0.070520880 0.193273070
## 9706 Lrig1 0.030124664 0.145630840 0.231153010 -0.116537570
## 9707 Lrig2 0.092788220 0.598986600 0.145607470 0.434239860
## 9708 Lrig3 -0.034233093 0.224409580 -0.229593750 0.283302300
## 9709 Lrit1 0.079736710 0.064209940 0.089708805 -0.259811880
## 9710 Lrit2 0.056460380 0.000000000 0.154817100 -0.208952900
## 9711 Lrit3 0.000000000 -0.041518690 0.326188560 -0.028752804
## 9712 Lrmp -0.182319160 0.014416218 -0.100497720 0.129960060
## 9713 Lrp1 -0.403948780 -0.528993100 -0.371044160 -0.207884310
## 9714 Lrp10 0.031119823 0.493441100 0.491024500 -0.078392030
## 9715 Lrp11 -0.068682194 -0.031135082 -0.024487019 0.030134201
## 9716 Lrp12 -0.177613260 0.089410780 -0.122703550 -0.096843240
## 9717 Lrp1b 0.049352170 -0.076200010 -0.003021717 0.022195340
## 9718 Lrp2 -0.022047997 0.033174515 -0.047756672 -0.046943665
## 9719 Lrp2bp -0.153525830 -0.230342860 -0.211591720 -0.034689903
## 9720 Lrp3 -0.047927380 -0.075077530 -0.078195095 0.008817196
## 9721 Lrp4 0.018428326 0.035737990 -0.214687350 -0.125562190
## 9722 Lrp5 -0.013537407 0.035420418 0.239243500 -0.014509201
## 9723 Lrp6 0.211806300 0.301762580 0.411672600 0.000000000
## 9724 Lrp8 3.207001200 3.241586200 2.901871200 -0.409634100
## 9725 Lrpap1 0.110506060 0.357028960 0.335167880 -0.118756294
## 9726 Lrpprc -0.059453964 -0.432368280 -0.232747080 0.039210320
## 9727 Lrr1 -0.069984436 -0.019524097 -0.106233600 -0.158842090
## 9728 Lrrc1 0.101124760 -0.140290740 -0.120758060 0.093062880
## 9729 Lrrc10 0.000000000 0.075606346 -0.002792835 0.068109990
## 9730 Lrrc10b -0.156685830 0.002156735 0.069959160 -0.068017006
## 9731 Lrrc14 -0.252697940 0.085556030 0.519373900 0.133797650
## 9732 Lrrc14b 0.000000000 0.448032380 -0.161490920 -0.075464250
## 9733 Lrrc15 0.074854850 -0.076447010 0.146117690 -0.024518013
## 9734 Lrrc16a -0.021686317 -0.128006700 -0.233357665 -0.118980410
## 9735 Lrrc16b 0.056605340 0.077415940 0.153020860 0.001041412
## 9736 Lrrc17 -0.060683250 -0.083912370 0.245368480 0.024044037
## 9737 Lrrc18 0.233769420 -0.240386490 0.133522030 0.123555660
## 9738 Lrrc19 -0.142194270 0.036827087 0.445950980 -0.222230910
## 9739 Lrrc2 -0.029242039 -0.106910706 -0.078711030 0.148732190
## 9740 Lrrc20 0.109774111 -0.071402070 0.309343340 0.092102050
## 9741 Lrrc23 0.105932236 0.036348820 0.034160614 0.000000000
## 9742 Lrrc24 0.117765900 0.152459140 0.088363170 0.024998665
## 9743 Lrrc25 -0.241267680 0.033217430 0.000000000 -0.084584236
## 9744 Lrrc26 0.033524513 -0.064910410 0.021285534 0.103260040
## 9745 Lrrc27 -0.041359900 0.000000000 0.049498558 -0.160184860
## 9746 Lrrc28 0.219400400 -0.324032300 0.847848400 -0.037213326
## 9747 Lrrc29 -0.102530480 -0.030050755 -0.209678650 0.290490630
## 9748 Lrrc3 -0.204371450 -0.003688812 0.000000000 -0.004715443
## 9749 Lrrc30 0.159726620 0.108160970 0.134293080 -0.001242161
## 9750 Lrrc32 0.538373500 -0.207144260 -0.064285755 -0.312813760
## 9751 Lrrc34 -0.098543644 -0.033240320 -0.112715244 0.011885166
## 9752 Lrrc36 -0.268052580 -0.225008960 -0.226103300 0.656094550
## 9753 Lrrc37a 0.046810627 -0.031559467 0.023047447 0.017789840
## 9754 Lrrc38 -0.114587310 0.088850500 0.153315070 0.000000000
## 9755 Lrrc39 0.040749550 -0.038649082 -0.051808357 0.272558200
## 9756 Lrrc3b -0.117497447 -0.179407355 -0.174372438 0.887685515
## 9757 Lrrc4 0.004661083 -0.297514920 0.293010230 0.257474900
## 9758 Lrrc40 0.221277240 0.126169680 -0.595366000 -0.283552650
## 9759 Lrrc41 0.232981200 0.353073600 0.555339340 -0.071662900
## 9760 Lrrc42 0.054563046 0.000000000 -0.013214588 -0.065768240
## 9761 Lrrc43 -0.020354748 -0.016552448 -0.121221066 0.000000000
## 9762 Lrrc45 -0.106341840 0.000000000 -0.303922650 0.334279540
## 9763 Lrrc46 -0.097157955 0.090445520 0.039936543 -0.147724150
## 9764 Lrrc47 -0.063692570 0.096755505 0.069340706 0.260799400
## 9765 Lrrc48 0.051521778 -0.065082070 -0.196086400 0.080416200
## 9766 Lrrc49 1.130036400 1.198062900 0.297110560 0.029707909
## 9767 Lrrc4b 0.089533330 0.256257530 0.111349580 -0.182973380
## 9768 Lrrc4c -0.059381485 -0.005057812 0.000000000 0.142832760
## 9769 Lrrc51 0.264429570 0.451550000 -0.150991920 -0.325799940
## 9770 Lrrc52 -0.009247780 -0.087865350 0.098592760 0.166240690
## 9771 Lrrc55 -0.276006700 -0.285557270 -0.354687200 0.387679100
## 9772 Lrrc56 -0.027409553 0.069664240 0.105411053 -0.013001445
## 9773 Lrrc57 0.419197080 0.379475600 1.243736300 -0.205709460
## 9774 Lrrc58 0.035548210 0.000000000 0.029365540 0.195745470
## 9775 Lrrc59 -0.125658510 0.413506030 0.079380990 0.168327810
## 9776 Lrrc6 -0.099423885 -0.054438114 -0.043438435 0.000000000
## 9777 Lrrc61 0.037859440 0.258428100 -0.207750320 0.014223099
## 9778 Lrrc63 -0.052378654 -0.025323868 -0.003380299 0.028725624
## 9779 Lrrc66 0.010053635 0.000000000 -0.040603638 -0.179149150
## 9780 Lrrc69 0.002277851 0.011468411 -0.015923977 -0.033839703
## 9781 Lrrc7 0.057232857 -0.000799000 -0.117533684 0.126957900
## 9782 Lrrc71 0.074409485 0.063287735 -0.019242764 -0.149705890
## 9783 Lrrc72 -0.085818770 -0.032484530 0.000000000 0.179564950
## 9784 Lrrc73 -0.023929120 0.223795410 0.044345380 0.064251420
## 9785 Lrrc8a 0.238289830 -0.009159088 0.053991318 0.599689500
## 9786 Lrrc8b 0.820732100 0.515246870 0.311793330 0.142795090
## 9787 Lrrc8c -0.146451000 -0.047372818 0.163564680 0.655342100
## 9788 Lrrc8d -0.781002040 -0.583324430 -0.398584840 0.373004900
## 9789 Lrrc8e 0.022324562 0.070440770 0.004725456 -0.027522564
## 9790 Lrrc9 0.051840782 0.000000000 -0.224376680 0.015891552
## 9791 Lrrcc1 0.221177100 0.154137610 0.049011230 0.284357070
## 9792 Lrrd1 -0.063768860 -0.044088840 0.013447285 0.064158440
## 9793 Lrrfip1 -0.203812600 0.022778511 -0.041090965 0.077517510
## 9794 Lrrfip2 -0.091824530 0.218495370 -0.079394340 0.156032560
## 9795 Lrriq1 -0.036708830 0.025655270 0.050421238 -0.003485680
## 9796 Lrriq3 0.023542404 -0.111210820 0.000897000 0.000897000
## 9797 Lrriq4 -0.057562350 -0.016224861 0.100335120 0.028541565
## 9798 Lrrk1 0.156410700 0.173944470 0.213457110 0.153686520
## 9799 Lrrk2 -0.554463160 -0.708576920 -0.394869320 0.356792210
## 9800 Lrrn1 -0.218893530 -0.234913830 -0.075478080 1.243528800
## 9801 Lrrn2 0.055490494 0.000000000 0.359815120 -0.073680880
## 9802 Lrrn3 2.538253800 3.528125800 3.333597200 -0.370169160
## 9803 Lrrn4 0.078531740 -0.021657467 0.199920180 0.052950860
## 9804 Lrrn4cl -0.022778511 -0.111021040 0.000000000 0.015885830
## 9805 Lrrtm1 -0.043643950 -0.030465603 0.044906616 -0.051119328
## 9806 Lrrtm2 0.331939700 -0.316357140 -0.034947395 0.584265700
## 9807 Lrrtm3 0.018802643 -0.217638500 -0.279832360 -0.308980000
## 9808 Lrrtm4 0.085204600 0.052914143 -0.034025192 0.046540260
## 9809 Lrsam1 -0.054708004 0.158349510 0.406072620 0.000000000
## 9810 Lrtm1 0.037852764 -0.049748420 -0.131420610 0.273066040
## 9811 Lrtm2 0.051499844 -0.022886753 -0.050317764 0.000000000
## 9812 Lrwd1 -0.109780790 -0.016746044 0.062191010 0.027050018
## 9813 Lsamp 0.106348990 -0.018302440 0.106352806 0.054793358
## 9814 Lsg1 -0.262156500 -0.153721810 -0.142535210 0.000000000
## 9815 Lsm1 -0.070909980 -0.388943200 0.009668827 -0.040354250
## 9816 Lsm10 -0.430163860 0.000000000 0.121235370 0.100223064
## 9817 Lsm11 0.027740955 -0.011111259 -0.078347206 0.143613820
## 9818 Lsm12 -0.103466990 -0.207695000 0.317604060 -0.234148980
## 9819 Lsm14a 0.118920326 0.227175710 0.244787220 0.028332710
## 9820 Lsm14b -0.017928123 0.033676624 -0.219223500 0.245126720
## 9821 Lsm2 0.127990250 -0.124258995 -0.167599680 -0.022346973
## 9822 Lsm3 -0.513616560 -0.588820460 -0.613909700 -0.500696200
## 9823 Lsm4 -0.032015324 0.247097490 0.242418770 -0.017345905
## 9824 Lsm5 -0.102459747 0.085225422 -0.188036910 -0.017468451
## 9825 Lsm6 0.212101617 0.021599134 -0.185545922 -0.070359550
## 9826 Lsm7 0.049951077 0.260921955 -0.059177398 -0.099215985
## 9827 Lsmd1 0.049926758 0.294106480 0.403137200 -0.190119740
## 9828 Lsmem1 -0.008518696 -0.157989500 -0.119320870 0.117747780
## 9829 Lsmem2 0.108476160 -0.272765160 -0.095748900 0.071507454
## 9830 Lsp1 -0.267107960 -0.538133600 -0.340157500 -0.146853920
## 9831 Lsr 1.726956800 2.315590400 2.071026300 0.019848824
## 9832 Lss 0.359641550 0.221560960 0.074239730 0.069738865
## 9833 Lst1 -0.277357100 -0.332317830 -0.293182370 -0.308042050
## 9834 Lta -0.066181180 0.019921780 0.170969960 -0.057706356
## 9835 Lta4h -0.287643900 -0.246855260 -0.135689740 0.361166480
## 9836 Ltb -0.138594150 0.077534676 -0.037320137 -0.293530000
## 9837 Ltb4r1 -0.075361250 -0.058618070 0.004651070 0.205887320
## 9838 Ltb4r2 0.042446613 0.090590480 -0.034036160 -0.060672760
## 9839 Ltbp1 -1.505127400 -1.515431900 -1.723649500 0.200012200
## 9840 Ltbp2 -0.074278833 -0.136322740 0.065352441 -0.028244258
## 9841 Ltbp3 -0.082149030 -0.093432430 0.072704790 0.000000000
## 9842 Ltbp4 0.484058380 1.055330300 0.599940300 0.740872400
## 9843 Ltbr -0.254734520 0.289330000 0.128741260 0.071454050
## 9844 Ltc4s 0.215434550 0.105815890 -0.003278256 -0.002450466
## 9845 Ltf -0.097029210 0.000000000 -0.089333060 0.091637610
## 9846 Ltk 0.052965164 0.024991035 0.000000000 0.002446175
## 9847 Ltn1 0.078740538 -0.002219468 -0.198001861 -0.132881524
## 9848 Ltv1 -0.175080300 0.003530502 0.025315762 -0.108915806
## 9849 Luc7l -0.093354225 0.000000000 0.320453640 0.201018330
## 9850 Luc7l2 0.016427040 0.000000000 0.012297630 0.109848020
## 9851 Luc7l3 0.140944480 0.047805786 -0.108354570 0.117030144
## 9852 Lum -0.146016120 0.004900932 0.000000000 0.437858100
## 9853 Lurap1 0.761931900 0.505017300 0.330635070 0.000000000
## 9854 Lurap1l 0.174043660 -0.136600020 0.018277168 0.569403200
## 9855 Luzp1 0.336483000 0.309999465 0.442696570 0.296123025
## 9856 Luzp2 -0.026961327 -0.073473450 0.011596203 0.027081013
## 9857 Luzp4 -0.104506490 0.046328068 0.014916897 0.050032616
## 9858 Lxn -0.491587640 0.083911896 0.021219254 -0.031047821
## 9859 Ly6a 0.359228130 0.221618650 0.348939900 0.000000000
## 9860 Ly6c1 0.289059640 0.237905500 0.333119400 -0.085877420
## 9861 Ly6c2 0.260510440 0.114152910 0.200681690 -0.029314041
## 9862 Ly6d 0.007024288 -0.092190266 -0.072083000 0.000000000
## 9863 Ly6e -0.108483315 0.000000000 0.133121490 -0.082709310
## 9864 Ly6f 0.159470560 -0.098592280 0.222579000 -0.074882030
## 9865 Ly6g5b 0.012688637 -0.165535450 0.000000000 0.076986790
## 9866 Ly6g5c -0.016862870 0.157657150 0.029119492 0.074185850
## 9867 Ly6g6c -0.213835720 -0.034334660 -0.084555150 -0.478964330
## 9868 Ly6g6d -0.192275050 -0.285007480 0.105986120 0.000000000
## 9869 Ly6g6e -0.032292843 0.000000000 0.042952060 -0.050335407
## 9870 Ly6g6f 0.000000000 -0.012093067 0.042427540 -0.134548660
## 9871 Ly6h 0.070275780 -0.047455310 0.041562080 0.000000000
## 9872 Ly6i 0.377060400 -0.261151300 -0.408446300 -0.229488850
## 9873 Ly6k -0.058483124 0.573114400 0.150463580 -0.215772150
## 9874 Ly75 2.648635900 2.553395300 2.590059300 -0.096471310
## 9875 Ly86 -0.130196100 -0.087021830 -0.032613277 0.050942898
## 9876 Ly9 -0.138030530 -0.229345800 -0.069312570 0.322018620
## 9877 Ly96 -0.094236850 0.000000000 1.660810500 -0.042208670
## 9878 Lyar 0.179298400 0.507603650 0.756011960 0.025809288
## 9879 Lyg1 0.003234863 0.071574690 -0.006509304 0.013390541
## 9880 Lyg2 0.038624763 0.000000000 -0.016023636 -0.042150020
## 9881 Lyl1 -0.310879230 0.183303360 0.230250360 -0.039267540
## 9882 Lyn -0.635802270 -0.788007740 -0.565785400 0.204857830
## 9883 Lynx1 0.798326000 1.213341200 1.023129000 -0.261767860
## 9884 Lypd1 0.092924120 0.734510900 0.985958100 0.040793420
## 9885 Lypd2 -0.079035760 0.079421520 -0.036882877 0.029814243
## 9886 Lypd3 0.054632187 0.232385640 0.006768704 0.142278200
## 9887 Lypd4 0.035338400 -0.087289330 -0.144586090 0.136774060
## 9888 Lypd5 0.151049610 -0.004174233 -0.171737670 0.227211480
## 9889 Lypd6 -0.107157230 0.052700996 -0.026330948 -0.208040710
## 9890 Lypd6b -0.041097640 -0.057078360 0.053927420 0.038965702
## 9891 Lypd8 0.000000000 -0.025770187 0.150848390 -0.005369186
## 9892 Lypla1 -0.065873146 -0.143764970 0.602820400 0.000000000
## 9893 Lypla2 -0.169981480 0.137020110 -0.183385370 -0.306872840
## 9894 Lyplal1 0.000000000 -0.002254486 0.228419780 -0.118631360
## 9895 Lyrm1 0.299108980 0.930782300 -0.024967670 0.052810670
## 9896 Lyrm2 0.377738950 0.398328780 0.301884650 -0.275351520
## 9897 Lyrm4 -0.118587494 -0.092494010 -0.144538880 -0.091140750
## 9898 Lyrm5 0.266709330 0.532557500 0.232952120 -0.040682793
## 9899 Lyrm7 0.215838430 -0.205418110 -0.196050640 0.007618427
## 9900 Lyrm9 0.023404598 0.000000000 0.221834180 -0.001140595
## 9901 Lysmd1 -0.356472730 -0.009253979 0.178021670 0.001293659
## 9902 Lysmd2 0.216742990 0.228419780 0.253677370 0.000000000
## 9903 Lysmd3 0.219039920 -0.243868350 -0.439930920 0.010879517
## 9904 Lysmd4 -0.023313522 0.208399300 0.332943920 0.196598530
## 9905 Lyst 0.633004200 0.411988260 0.279860500 -0.089880940
## 9906 Lyve1 -0.020943642 -0.109439850 0.000000000 -0.090817450
## 9907 Lyz1 -0.318530560 -0.194547650 0.017755985 -0.455317970
## 9908 Lyz2 -0.530221460 -0.336602700 0.147090910 -0.706286430
## 9909 Lyzl1 0.029584408 0.024693490 -0.058671950 -0.013234615
## 9910 Lyzl4 -0.011694908 -0.011539459 0.000000000 -0.513400550
## 9911 Lyzl6 -0.040884018 -0.001779079 -0.101220610 0.132584100
## 9912 Lzic -0.087392810 0.365044600 0.219004150 0.089413166
## 9913 Lztfl1 0.771745185 0.501642230 0.352233890 0.157783030
## 9914 Lztr1 0.080369470 0.087911606 0.038473606 0.241156100
## 9915 Lzts1 0.305824760 0.379724500 0.000000000 0.214367390
## 9916 Lzts2 -0.146505830 0.214100360 -0.098396780 0.002242088
## 9917 Lzts3 -0.102976800 0.006669521 0.149457930 -0.000894000
## 9918 M1ap -0.105574130 -0.136699200 -0.082466600 -0.224391460
## 9919 M6pr 0.206343650 0.059182167 0.922004700 -0.371533400
## 9920 Maats1 0.000000000 -0.045901775 0.062737465 0.016227245
## 9921 Mab21l1 -0.204944610 0.260946750 0.017861366 -0.104449270
## 9922 Mab21l2 0.197462560 0.019748688 -0.354889400 0.271248340
## 9923 Mab21l3 -0.007931232 -0.046031000 0.011779308 0.102472780
## 9924 Macc1 -0.101437570 0.051809788 -0.020364285 0.011859894
## 9925 Macf1 0.689486500 0.615835200 0.466753960 -0.145382880
## 9926 Macrod1 0.000000000 0.079509735 0.148803710 -0.091968540
## 9927 Macrod2 -0.063543397 0.224336392 0.733730711 -0.053781907
## 9928 Mad1l1 -0.071610930 0.198110100 -0.152178290 0.293099880
## 9929 Mad2l1 -0.443432330 -0.094734670 0.000000000 -0.032553673
## 9930 Mad2l1bp -0.137016300 -0.007199287 -0.259021760 0.344695100
## 9931 Mad2l2 0.444623470 0.349180700 0.612712400 -0.046895027
## 9932 Madcam1 0.002389431 -0.113049030 0.000000000 0.151719100
## 9933 Madd 0.030283451 -0.089120865 -0.198190210 -0.148780350
## 9934 Maea -0.195092680 0.095038890 -0.175531390 -0.108587740
## 9935 Mael 0.061866283 0.024066925 0.011191368 -0.054802895
## 9936 Maf -0.031783580 -0.123532295 0.013943672 -0.099237920
## 9937 Maf1 -0.023746490 0.169857030 0.092680930 -0.020854950
## 9938 Mafa -0.024167060 0.083432200 0.148920060 0.070243835
## 9939 Mafb -0.223782540 -0.301219460 -0.327821730 0.016573430
## 9940 Maff 1.473303300 0.160538670 0.886848900 0.000000000
## 9941 Mafg 0.025149345 -0.114279750 0.008612633 -0.007313728
## 9942 Mafk 0.073843000 0.000000000 0.039310932 0.086107730
## 9943 Mag 0.000000000 -0.025957108 -0.140547750 0.090507510
## 9944 Magea1 0.029995918 0.014427185 -0.001263619 0.044890880
## 9945 Magea10 -0.002005577 -0.079790590 0.076552870 0.216373440
## 9946 Magea2 -0.031221390 0.029497147 -0.006012440 0.063024044
## 9947 Magea3 -0.016152859 0.028620959 0.037692785 -0.005179405
## 9948 Magea4 0.031499863 0.002786636 -0.012857914 -0.022506714
## 9949 Magea5 0.085876465 0.000000000 0.003018379 0.129945760
## 9950 Magea6 -0.156008240 -0.050217150 0.108890530 0.013966084
## 9951 Magea7-ps 0.082700730 -0.060787200 0.056992054 0.035727024
## 9952 Mageb1 0.000000000 -0.153741355 -0.076685905 -0.087793828
## 9953 Mageb16 -0.044220209 -0.068985701 -0.007271767 0.038141251
## 9954 Mageb18 0.006163597 -0.060879707 0.114947796 0.016117573
## 9955 Mageb3 -0.086266994 -0.173866270 0.091052055 -0.033811570
## 9956 Mageb4 -0.040269614 0.167624235 0.007661342 0.011117934
## 9957 Mageb5 -0.033516407 0.012303829 0.028822899 0.022831917
## 9958 Maged1 0.614683150 0.729225160 0.655901900 -0.402817730
## 9959 Maged2 0.008512974 0.031279564 -0.011076927 -0.093679430
## 9960 Magee1 0.307624340 0.282649040 0.095676420 0.058410645
## 9961 Magee2 0.027079582 -0.037768364 0.234410290 0.251760480
## 9962 Magef1 -0.157989980 0.103588104 -0.007215023 -0.003254414
## 9963 Mageh1 0.461135860 0.532959000 1.276643800 0.116514206
## 9964 Magel2 0.090226650 0.060043810 0.101272106 -0.102585316
## 9965 Magi1 -0.197925090 0.137189870 0.068997860 1.263754800
## 9966 Magi2 0.163523200 0.119324210 0.057960510 -0.053617954
## 9967 Magi3 0.805077550 1.028616900 0.702430700 -0.010759354
## 9968 Magix 0.123971460 0.306840420 0.441566000 0.783866900
## 9969 Magoh 0.302694320 0.102231026 0.176649100 -0.385740280
## 9970 Magohb 0.079381466 -0.020663738 -0.623487950 -0.507720950
## 9971 Magt1 -0.240350720 -0.395557400 -0.067385670 -0.269118300
## 9972 Mak 0.032464980 -0.068123340 -0.084228516 -0.024942398
## 9973 Mak16 0.024202347 -0.092703820 -0.009079933 0.000000000
## 9974 Mal 3.144826000 2.553857800 2.653328000 -0.102055550
## 9975 Mal2 0.063223360 -0.048095703 -0.004867077 -0.087772370
## 9976 Malat1 0.175575260 0.037708282 -0.109663010 0.029749870
## 9977 Mall 0.843837740 0.968963600 1.664378200 1.323861100
## 9978 Malsu1 0.062438965 -0.003394127 -0.035842896 -0.156597140
## 9979 Malt1 -0.059935570 -0.194539070 0.059710503 0.131470680
## 9980 Mamdc2 -0.076002600 -0.084517480 -0.137207980 0.119650364
## 9981 Mamdc4 0.022798538 0.032546043 0.074457170 -0.074648860
## 9982 Maml1 0.177952290 0.088609695 -0.001042366 0.258136750
## 9983 Maml2 0.058831930 0.100701810 -0.060950755 0.380207540
## 9984 Maml3 -0.279194360 -0.128292560 -0.084950450 0.109765050
## 9985 Mamld1 0.035753250 -0.049691677 0.272138600 0.053488730
## 9986 Mamstr 0.158725740 0.023806095 -0.032382010 0.473320000
## 9987 Man1a -0.005236626 -0.049217224 0.519097300 -0.087458610
## 9988 Man1a2 0.202835080 -0.017548561 -0.345004080 -0.023843765
## 9989 Man1b1 0.015795230 0.329775330 -0.254528050 0.223227500
## 9990 Man1c1 0.000000000 0.282526500 0.016617775 0.571743970
## 9991 Man2a1 -0.103637695 -0.413655280 0.134869580 -0.004700661
## 9992 Man2a2 -0.108621120 -0.271699900 -0.364272120 0.000000000
## 9993 Man2b1 -0.356284140 -0.470717430 -0.374351500 -0.261529920
## 9994 Man2b2 -0.008155346 0.038108350 0.300859450 0.224547390
## 9995 Man2c1 0.039852142 0.040516376 0.044241430 -0.032523632
## 9996 Manba 0.406183720 0.260733600 -0.293733600 0.273543830
## 9997 Manbal 0.053583622 0.112923145 0.207901480 0.022696018
## 9998 Manea 0.093840600 0.000000000 -0.175092220 -0.067194460
## 9999 Maneal 0.155604360 0.031908990 0.100361824 0.177412030
## 10000 Manf -0.072229385 -0.022427559 -0.031517030 -0.237114900
## 10001 Mansc1 -0.098991870 0.186155320 0.253047470 0.024999142
## 10002 Mansc4 0.345961335 -0.165140150 0.325744630 0.969158170
## 10003 Maoa 2.604334800 2.577005400 2.735285800 -0.457862850
## 10004 Maob 2.527644600 3.460492600 2.804581200 -0.006078720
## 10005 Map10 0.000000000 0.184291840 -0.042580128 0.569167140
## 10006 Map1a 0.117011550 -0.028269768 0.106634620 0.271914960
## 10007 Map1b -0.207639700 -0.585518360 -0.492482200 0.452301030
## 10008 Map1lc3a 0.251357080 0.512132640 0.344402300 -0.239182950
## 10009 Map1lc3b -0.068859575 -0.155200480 0.178719520 -0.054588318
## 10010 Map1s -0.212774280 0.110350130 0.231725220 -0.251160140
## 10011 Map2 0.030270100 -0.054149150 -0.072073940 -0.188133720
## 10012 Map2k1 -0.242533680 -0.280821800 -0.404697420 0.089694980
## 10013 Map2k2 -0.021952630 0.096879960 0.025917053 -0.250001430
## 10014 Map2k3 0.000000000 -0.251963620 -0.264274120 -0.120220660
## 10015 Map2k4 0.274893280 -0.055565834 0.231624130 0.014691830
## 10016 Map2k5 0.024995804 -0.033150673 0.024995804 -0.032859802
## 10017 Map2k6 0.802528400 -0.035780907 -0.100694660 0.000000000
## 10018 Map2k7 0.040637970 0.108866690 0.083562850 0.214684490
## 10019 Map3k1 0.466253280 0.774980550 0.304252620 0.275724400
## 10020 Map3k10 0.099340440 0.057460308 0.217513560 -0.129493710
## 10021 Map3k11 0.138343810 0.000000000 0.067073820 0.017477990
## 10022 Map3k12 -0.151156665 -0.230029105 -0.241436725 0.481738805
## 10023 Map3k13 -0.124876976 -0.186739920 0.210811140 0.008637905
## 10024 Map3k14 -0.245229720 -0.238938330 0.000715000 -0.054925920
## 10025 Map3k15 -0.006408691 -0.116031170 -0.334706780 0.022976875
## 10026 Map3k19 0.000000000 -0.056038857 -0.034165860 0.147411820
## 10027 Map3k2 0.307956700 -0.827126000 -0.079603195 -0.469506260
## 10028 Map3k3 0.134366990 0.405958180 0.054057120 0.044895172
## 10029 Map3k4 -0.072117330 0.224619390 0.134117600 0.230427740
## 10030 Map3k5 -1.744301300 -1.983752700 -2.060160600 0.602523800
## 10031 Map3k6 1.221231900 -0.017920494 0.665001400 -0.175397870
## 10032 Map3k7 0.191655160 0.198508260 0.031140327 0.269339560
## 10033 Map3k7cl -0.016520977 -0.284883500 -0.278941630 -0.062793730
## 10034 Map3k8 0.879447940 0.985514640 0.921525000 0.083408356
## 10035 Map3k9 -0.149900910 -0.199626450 -0.206611160 -0.001177788
## 10036 Map4 0.409559502 0.316567185 -0.009912970 0.546497820
## 10037 Map4k1 -0.161628720 0.006270409 -0.204730030 0.037211420
## 10038 Map4k2 0.765316000 0.865395550 0.929185870 0.109857560
## 10039 Map4k3 0.135111810 0.000000000 -0.250851630 0.471298220
## 10040 Map4k4 0.019899368 0.220662120 0.088387490 0.633848200
## 10041 Map4k5 0.038083076 0.073606490 -0.064913750 0.720351200
## 10042 Map6 -0.021891594 0.217767240 -0.019360542 0.348133560
## 10043 Map6d1 0.000000000 -0.016780853 0.183514120 -0.037118910
## 10044 Map7 0.572080600 0.778298850 0.319149020 -0.396218780
## 10045 Map7d1 0.024348259 0.348534580 0.143128400 0.103743550
## 10046 Map7d2 -0.023520470 -0.141370770 -0.087837220 0.351912980
## 10047 Map9 0.332531450 0.000000000 0.194626330 0.017525673
## 10048 Mapk1 0.225954060 0.046168327 -0.136521340 0.081827160
## 10049 Mapk10 0.033285381 -0.019583464 0.059097051 0.006479505
## 10050 Mapk11 0.061761856 -0.175751690 0.182898040 0.000000000
## 10051 Mapk12 -0.251608850 0.000000000 0.112172130 0.347632400
## 10052 Mapk13 0.015163899 -0.037431717 0.135865690 0.239039420
## 10053 Mapk14 -0.421038630 0.075342180 -0.200315480 -0.350572600
## 10054 Mapk15 -0.032175540 0.054427624 0.010126591 0.000000000
## 10055 Mapk1ip1 0.499637130 0.113926410 -0.143028740 0.037496090
## 10056 Mapk1ip1l 0.123473170 0.017466545 -0.374831200 0.123130800
## 10057 Mapk3 0.267940520 0.434207920 0.583354950 0.383256900
## 10058 Mapk4 0.166008470 0.110358240 -0.064142704 -0.094717980
## 10059 Mapk6 0.086722374 0.104940414 -0.245351790 -0.350730900
## 10060 Mapk7 -0.152573590 0.180205350 0.068641660 -0.033822060
## 10061 Mapk8 0.156930920 -0.379087450 0.221182820 -0.355699540
## 10062 Mapk8ip1 -0.118222240 -0.004854202 -0.034011840 0.166009900
## 10063 Mapk8ip2 -0.173215390 0.228174210 0.202666760 -0.109130860
## 10064 Mapk8ip3 0.111490010 0.304684640 0.361547465 0.149866105
## 10065 Mapk9 0.382178300 0.245066640 0.234539030 -0.258749960
## 10066 Mapkap1 0.477781300 0.396031380 0.379756930 -0.063749310
## 10067 Mapkapk2 -0.545742030 -0.196822170 0.056256294 -0.246386530
## 10068 Mapkapk3 0.331862930 0.369597430 0.204685210 -0.254944320
## 10069 Mapkapk5 0.102869034 0.133906360 0.353945730 0.005259514
## 10070 Mapkbp1 0.109315392 0.167881725 0.240448230 0.156380655
## 10071 Mapre1 0.197578430 0.000000000 0.126319890 -0.132595060
## 10072 Mapre2 -0.314045900 0.038319588 -0.657175060 -0.108832360
## 10073 Mapre3 0.326760770 0.421058180 0.000000000 -0.230327600
## 10074 Mapt -0.087453365 0.031856537 -0.025574207 -0.062913420
## 10075 Marc1 -0.052080630 0.090528010 0.074840546 -0.106752870
## 10076 Marc2 0.155241970 0.196576120 0.219671250 -0.363670350
## 10077 March1 -0.263906480 -0.141241550 0.120812416 0.152533050
## 10078 March10 -0.121390820 0.002070427 -0.101696014 0.017843723
## 10079 March11 -0.040129423 0.007324934 0.004425288 -0.027039290
## 10080 March2 -0.239315990 -0.047918320 0.173503400 0.183163170
## 10081 March3 0.439501760 0.124268530 0.071355820 -0.057958126
## 10082 March4 -0.095187190 0.177508830 -0.153084750 -0.040395260
## 10083 March5 -0.083895680 -0.189140320 0.096311570 -0.408036230
## 10084 March6 0.246554370 0.049440384 0.243803980 -0.233667370
## 10085 March7 -0.312544820 0.012540817 0.060729027 0.194092750
## 10086 March8 -0.046538830 0.344639300 0.008186340 0.190498350
## 10087 March9 -0.026647568 0.008924484 0.043733120 0.043244840
## 10088 Marcks -1.710928000 -1.598595600 -1.448147800 0.207255360
## 10089 Marcksl1 -1.644644300 -1.350920200 -1.390572500 -0.693120960
## 10090 Marco -0.238136770 -0.070219990 -0.217091560 -0.029217243
## 10091 Marf1 0.191008570 0.156833650 0.064371110 0.160369870
## 10092 Mark1 0.201180930 0.153881070 0.202705380 -0.083497524
## 10093 Mark2 -0.042039395 -0.202356340 -0.137837408 0.024351120
## 10094 Mark3 0.422341350 0.202139850 -0.030575752 0.114324570
## 10095 Mark4 -0.071467400 0.000000000 -0.257255080 0.192563530
## 10096 Mars -0.090209010 -0.017646313 0.037924767 -0.128245350
## 10097 Mars2 0.000000000 0.014565945 0.055410385 -0.097586630
## 10098 Marveld1 -0.000692000 -0.001011848 -0.014736176 0.170762060
## 10099 Marveld2 1.662223300 1.275235700 1.028846700 -0.083799360
## 10100 Marveld3 -0.073629856 0.178941250 0.042596817 -0.047431946
## 10101 Mas1 -0.037012100 0.006479263 0.000000000 0.429362300
## 10102 Masp1 -0.072877410 -0.183500770 0.167075630 -0.052676200
## 10103 Masp2 0.184268950 0.040953160 -0.180885310 -0.061403275
## 10104 Mast1 -0.095534325 0.000000000 0.138706200 0.039405346
## 10105 Mast2 0.274296760 0.334837900 0.264224050 -0.012854576
## 10106 Mast3 -0.086047170 -0.180819030 0.064129350 -0.055118560
## 10107 Mast4 0.396312700 0.472026820 0.335328100 0.477699280
## 10108 Mat1a -0.085440160 0.001858711 0.038080215 -0.005174160
## 10109 Mat2a 0.845172900 -0.381281850 -0.017329216 -0.092765810
## 10110 Mat2b 0.073019030 -0.025594711 -0.069723130 0.212294580
## 10111 Matk -0.258893500 0.195130830 -0.050438880 0.015222073
## 10112 Matn1 -0.076004505 0.027407646 0.198226930 -0.136490820
## 10113 Matn2 -0.258202080 -0.258807660 -0.151183600 0.045400620
## 10114 Matn3 0.148943900 -0.047489166 0.130943780 0.030272007
## 10115 Matn4 -0.149744030 -0.042918205 0.078225610 0.079826830
## 10116 Matr3 0.173957820 0.063147545 -0.080105780 -0.092193600
## 10117 Mau2 0.233125690 0.263525000 -0.035800934 0.136796000
## 10118 Mavs -0.337821960 0.066688060 -0.190534110 0.322541700
## 10119 Max 0.562121400 0.488830570 0.343575480 -0.076980590
## 10120 Maz -0.049806118 0.020182610 -0.030982494 -0.042617320
## 10121 Mb 0.029717445 0.000000000 -0.223442550 1.060910700
## 10122 Mb21d1 0.296213150 -0.227279190 -0.055325508 0.092072960
## 10123 Mb21d2 -0.098781110 0.000000000 -0.015406609 0.126441000
## 10124 Mbd1 -0.088111400 0.200495720 -0.037436962 0.056746006
## 10125 Mbd2 -0.352773670 -0.268507960 0.001587868 0.270880700
## 10126 Mbd3 0.138613700 0.160849570 0.247236730 -0.530792240
## 10127 Mbd3l1 -0.004683971 0.050240517 -0.044066430 0.077480790
## 10128 Mbd3l2 0.094406130 0.018575191 0.000000000 0.103870870
## 10129 Mbd4 -0.097558975 0.000000000 -0.839408400 -0.241483210
## 10130 Mbd5 0.382488730 0.139463900 -0.172762870 0.038891792
## 10131 Mbd6 0.085216045 0.550245760 0.484796520 -0.141869540
## 10132 Mbip 0.143217090 0.298123360 0.583045960 -0.104228020
## 10133 Mbl1 0.086392400 -0.101551530 0.130229470 0.136293890
## 10134 Mbl2 0.206517700 -0.027372837 0.089758870 0.012179375
## 10135 Mblac1 -0.391781800 0.455955030 0.338819030 -0.006506443
## 10136 Mblac2 0.710173600 0.329399100 1.013527900 -0.748820300
## 10137 Mbnl1 0.058577538 -0.247976300 -0.362188340 -0.095258710
## 10138 Mbnl2 -0.284511570 -0.390679360 -0.465125080 0.407131200
## 10139 Mbnl3 -0.443653100 -0.424391270 -0.328284740 -0.123270510
## 10140 Mboat1 2.462484800 2.326786500 2.380460300 -0.236495020
## 10141 Mboat2 -0.670140740 -0.601957800 -0.846574800 0.008349419
## 10142 Mboat4 -0.163029670 0.051232338 0.014104843 -0.142332080
## 10143 Mboat7 0.042154312 -0.046087265 0.358615880 -0.281433100
## 10144 Mbp -0.011423111 0.017810345 0.095897675 0.000000000
## 10145 Mbtd1 -0.008468628 -0.393075000 -0.653026600 -0.024912834
## 10146 Mbtps1 0.000000000 0.290022850 -0.235145570 0.048851013
## 10147 Mbtps2 -0.075334550 -0.273826120 -0.232621200 0.064927100
## 10148 Mc1r 0.000000000 0.163383960 -0.060402393 -0.004767418
## 10149 Mc2r 0.101961136 -0.030388355 0.063324930 0.014393806
## 10150 Mc3r 0.014029503 -0.035556316 -0.079055786 0.093856335
## 10151 Mc4r 0.104915140 0.036183834 -0.003182888 0.020566463
## 10152 Mc5r -0.092346670 0.000000000 0.293941500 0.120980740
## 10153 Mcam -1.787456500 -1.346639600 -0.848170300 0.684674260
## 10154 Mcat -0.194733620 -0.197724820 0.067562580 0.050799847
## 10155 Mcc 0.191722870 0.288182260 0.148227690 0.404156680
## 10156 Mccc1 -0.384356020 -0.028056145 0.000000000 0.101563450
## 10157 Mccc2 -0.335162640 -0.019539833 0.515408040 0.195879940
## 10158 Mcee 0.601144800 0.273725500 0.312693600 -0.235254290
## 10159 Mcf2 0.073909280 0.082228184 0.009463310 -0.024261475
## 10160 Mcf2l 0.550718300 0.395202640 0.535187700 0.725047100
## 10161 Mcfd2 0.028382778 -0.154708390 0.217705250 -0.110419750
## 10162 Mchr1 0.037388325 -0.134451870 0.085208416 -0.077901840
## 10163 Mcidas -0.030856610 0.081948760 0.039796830 -0.237756730
## 10164 Mcl1 0.276068700 0.047846794 -0.040455820 -0.038248062
## 10165 Mcm10 -0.042274000 -0.238913060 -0.088188170 -0.151471140
## 10166 Mcm2 0.105797290 0.081682205 0.281562330 -0.008874893
## 10167 Mcm3 -0.381166930 -0.752929700 -0.499053000 -0.143843170
## 10168 Mcm3ap 0.093770504 0.235675810 0.001834393 0.296195030
## 10169 Mcm4 -0.036645412 -0.035292150 0.214098450 -0.025164127
## 10170 Mcm5 -0.052340984 -0.000789000 0.196097370 0.283123970
## 10171 Mcm6 -0.118489265 0.010058403 -0.366315840 0.103632930
## 10172 Mcm7 -0.245920660 -0.069478035 -0.517865660 -0.054523945
## 10173 Mcm8 -0.032115460 -0.239449020 -0.400805470 -0.041739464
## 10174 Mcm9 0.000000000 0.029892445 -0.016581059 0.239945890
## 10175 Mcmbp -0.364683150 -0.216427800 -0.394647600 0.182412150
## 10176 Mcmdc2 -0.141853810 -0.119341370 -0.072638510 0.147688870
## 10177 Mcoln1 0.459546100 0.407575600 0.868430140 0.120322230
## 10178 Mcoln2 0.000000000 0.133475780 -0.090173720 -0.074172500
## 10179 Mcoln3 -0.060219765 -0.059724330 -0.018326283 -0.131884570
## 10180 Mcph1 0.124428750 0.000000000 -0.166040900 -0.114457130
## 10181 Mcpt1 0.001396656 -0.002900124 -0.036688805 0.101705550
## 10182 Mcpt2 0.023749828 0.023863792 0.024222374 -0.036707400
## 10183 Mcpt4 -0.042380333 -0.104515076 0.000000000 -0.100261210
## 10184 Mcpt8 0.115849020 -0.102219580 -0.004412651 0.150532720
## 10185 Mcpt9 -0.042775154 -0.069922924 -0.042932510 0.151571750
## 10186 Mcrs1 0.018961668 0.373571635 -0.066228868 0.070783140
## 10187 Mctp1 -0.495046603 -0.452345359 -0.317114117 -0.137715340
## 10188 Mctp2 -0.019761086 0.006217003 -0.041346073 0.017759323
## 10189 Mcts1 0.196888450 0.104776380 -0.153861520 -0.237679000
## 10190 Mcts2 0.319705000 -0.325416560 -0.576795600 -0.497747420
## 10191 Mcu -0.126072400 -0.243467810 -0.370743750 0.153186800
## 10192 Mcur1 0.189457900 0.526944160 -0.153646470 -0.024932861
## 10193 Mdc1 -0.274393080 0.000000000 0.324937340 0.000000000
## 10194 Mdfi 0.000000000 -0.000964000 -0.049862385 0.020099640
## 10195 Mdfic -0.566494000 -1.055243000 -1.113022300 0.476298330
## 10196 Mdga1 0.000000000 -0.012761116 0.144931320 -0.122552395
## 10197 Mdga2 -0.092427016 -0.017384290 -0.001269818 -0.037312508
## 10198 Mdh1 0.053497314 -0.210370060 -0.072199820 -0.354158400
## 10199 Mdh1b -0.016078949 0.021722794 -0.028041363 -0.038867474
## 10200 Mdh2 -0.152594570 -0.116207120 0.252082820 -0.082007410
## 10201 Mdk 0.004123450 0.292146200 -0.090337275 0.071357490
## 10202 Mdm1 0.067792890 -0.227751730 0.101006030 -0.214770320
## 10203 Mdm2 0.000000000 -0.076198580 -0.331531520 -0.264669420
## 10204 Mdm4 -0.118029594 -0.283029560 -0.332936300 0.242454530
## 10205 Mdn1 -0.086351395 -0.155971530 -0.074922560 -0.030327797
## 10206 Mdp1 0.078976630 0.395330430 -0.201824190 0.179894450
## 10207 Me1 -0.200171470 -0.180142880 -0.334923980 -0.489268780
## 10208 Me2 -0.155074120 -0.450049400 -0.102210045 -0.170118330
## 10209 Me3 0.005088091 0.261614325 -0.000360725 -0.091664078
## 10210 Mea1 0.213951110 0.004861832 0.373241420 -0.193174360
## 10211 Meaf6 0.020053387 0.128127100 -0.022833824 0.399508000
## 10212 Mecom 0.721318700 0.547326550 1.187169100 0.900939950
## 10213 Mecp2 -0.010354996 0.340351100 0.238251690 -0.002826691
## 10214 Mecr 0.003126144 0.824563000 0.214413640 -0.016574383
## 10215 Med1 0.017362595 0.210334780 -0.048377037 0.052485466
## 10216 Med10 0.106871605 0.019557000 0.316328050 0.079394340
## 10217 Med11 0.041909218 0.288304330 -0.446604250 0.000000000
## 10218 Med12 0.232667920 0.084899900 0.173808100 -0.114139560
## 10219 Med12l -0.103385450 -0.012789726 -0.171840670 -0.208446030
## 10220 Med13 0.092511180 -0.081967354 -0.006381035 -0.214848520
## 10221 Med13l 0.057120323 -0.130602840 0.309805870 -0.137555120
## 10222 Med14 0.318030360 -0.230793950 0.096886635 0.055600166
## 10223 Med15 -0.149665830 -0.177380080 -0.074556830 0.231439590
## 10224 Med16 0.080326560 -0.002417088 0.265543940 0.026979923
## 10225 Med17 -0.001300812 -0.124203205 0.208065990 0.182082180
## 10226 Med18 0.017755508 0.022465706 -0.066304210 0.117142200
## 10227 Med19 0.097372055 0.189918520 -0.017587662 -0.060533524
## 10228 Med20 0.094149110 0.021452427 -0.088859080 -0.152027130
## 10229 Med21 0.243439670 0.071749690 -0.109512330 -0.437835700
## 10230 Med22 -0.208586700 -0.015753746 0.504020700 0.151833060
## 10231 Med23 0.100036620 -0.202140330 0.219437120 0.105449200
## 10232 Med24 -0.153087140 0.141195770 -0.319590570 0.209908960
## 10233 Med25 0.135091780 0.226487640 0.153959750 0.218592640
## 10234 Med27 0.237146380 -0.255654340 0.287449840 0.117163660
## 10235 Med28 0.375692370 0.354782100 0.081173900 -0.270299900
## 10236 Med29 0.000000000 -0.044100760 -0.073017120 -0.001211643
## 10237 Med30 0.212667940 0.041728497 0.260556220 -0.435915000
## 10238 Med31 0.307635300 0.000000000 0.585804940 0.224544530
## 10239 Med4 0.086697816 -0.001071453 0.255759950 0.230204345
## 10240 Med6 0.053553580 0.399973870 0.283422470 0.000000000
## 10241 Med7 0.572535500 0.073349950 -0.317894940 0.112586975
## 10242 Med8 -0.126787190 -0.135103230 -0.518765000 0.029001236
## 10243 Med9 0.503123760 0.615042200 0.500908400 0.236520770
## 10244 Medag -0.002086163 -0.083136560 0.025376320 0.071422580
## 10245 Mef2a -0.050999640 0.000000000 -0.288553240 0.012698174
## 10246 Mef2b -0.178795340 0.023798943 0.066888810 0.032607080
## 10247 Mef2c -0.025776863 -0.010215759 0.010370255 0.732259750
## 10248 Mef2d 0.020695686 0.144157410 0.037439346 0.076074600
## 10249 Mefv -0.149833200 0.047097206 -0.015325546 -0.078687190
## 10250 Meg3 0.046701908 0.010479450 0.131404400 -0.029064178
## 10251 Megf10 0.048069477 0.059727670 0.000000000 0.000000000
## 10252 Megf11 0.000000000 -0.015965462 0.081272600 0.014709473
## 10253 Megf6 0.153113581 0.291561817 0.264619775 0.016969333
## 10254 Megf8 0.000418000 -0.047618866 -0.088757990 0.101982590
## 10255 Megf9 0.575990200 0.551397800 0.902545450 0.893378730
## 10256 Mei1 0.148545740 -0.082343580 0.031537533 -0.052956580
## 10257 Mei4 0.017070293 0.092480660 0.072435856 -0.050496100
## 10258 Meig1 0.007697582 0.001416683 0.201907160 -0.012447834
## 10259 Meiob -0.073967460 -0.058997154 -0.047496796 0.021405220
## 10260 Meis1 -1.035582100 -1.541692700 -0.957713100 0.086243630
## 10261 Meis2 -0.757255550 -0.708281500 -0.748992900 -0.068816185
## 10262 Meis3 -0.252802850 -0.101257800 -0.056143284 0.082916260
## 10263 Mela 0.088971375 0.027538063 0.185997250 0.073669671
## 10264 Melk -0.134619710 -0.080076220 -0.208703520 0.110512730
## 10265 Memo1 -0.061734676 -0.431348320 -0.204648500 -0.061194897
## 10266 Men1 0.208725930 0.615730300 0.263891220 0.161838530
## 10267 Meox1 -0.127336980 -0.108271120 -0.406048770 1.466691500
## 10268 Meox2 -0.080273150 -0.029561996 -0.116629600 4.489756000
## 10269 Mep1a -0.034967900 -0.064416410 0.083909990 0.026921272
## 10270 Mep1b -0.088215350 0.108721256 0.075906280 -0.028168201
## 10271 Mepce 0.000000000 -0.268251420 0.331191540 -0.031028270
## 10272 Mepe -0.029727459 -0.002881050 0.107749940 0.171351910
## 10273 Mertk 0.047909737 0.366696360 0.480308530 0.207057000
## 10274 Mesdc1 0.323164460 0.000000000 -0.105554580 0.103362560
## 10275 Mesdc2 -0.054985046 -0.120018960 0.030587196 -0.135736470
## 10276 Mesp1 -0.051369667 0.000000000 -0.011211395 -0.060217380
## 10277 Mesp2 -0.041698933 -0.077351090 0.058227062 0.010197639
## 10278 Mest -0.471687800 -0.506712900 -0.519273760 1.067752800
## 10279 Met -0.031903744 -0.033853054 0.000000000 -0.083367825
## 10280 Metap1 0.146656990 -0.518142700 0.133965490 -0.391394620
## 10281 Metap1d 0.013625145 0.525591850 -0.062538150 0.034231663
## 10282 Metap2 -0.225660320 -0.025229454 0.030138970 -0.034020424
## 10283 Metrn -0.045425415 0.000000000 0.104250430 0.090928080
## 10284 Metrnl -0.103514194 0.000000000 -0.266216750 0.005152226
## 10285 Mettl1 -0.345930100 0.366664400 0.636599060 -0.103295326
## 10286 Mettl10 0.287555220 0.717003350 0.288969520 0.108364105
## 10287 Mettl11b 0.126237390 0.182872770 0.060931683 0.000000000
## 10288 Mettl13 -0.045807360 -0.124933720 0.126775260 -0.044483185
## 10289 Mettl14 0.147722240 0.214626310 0.264534950 -0.095911026
## 10290 Mettl15 0.000000000 -0.087399960 0.434923650 0.025534153
## 10291 Mettl16 0.000000000 0.121696470 0.397429470 0.224502560
## 10292 Mettl17 -0.175495150 0.409171580 0.000000000 -0.019894123
## 10293 Mettl18 0.051884174 0.461850170 0.889271260 -0.108752250
## 10294 Mettl2 -0.055403710 -0.413523200 0.608666400 0.065665245
## 10295 Mettl20 -0.065770388 0.029632565 -0.182404280 -0.272248505
## 10296 Mettl21a -0.077277180 -0.164541240 0.075388910 -0.018839360
## 10297 Mettl21c -0.105970860 -0.274158000 -0.015311718 0.000000000
## 10298 Mettl21d 0.208846090 0.210772510 0.606706600 -0.133307930
## 10299 Mettl21e 0.056879997 -0.049910545 0.028068066 -0.014959335
## 10300 Mettl22 -0.061330320 0.011606693 0.193469050 0.024899960
## 10301 Mettl23 0.156730650 -0.036058426 0.043478012 0.029400826
## 10302 Mettl24 -0.320124150 -0.071819305 -0.169653420 -0.053455830
## 10303 Mettl25 0.295131680 -0.100283146 0.805737500 0.203770640
## 10304 Mettl3 0.090726850 -0.087484360 -1.108459500 -0.066041950
## 10305 Mettl4 0.208700180 0.513117800 0.687842370 0.034776688
## 10306 Mettl5 0.304254530 0.039852142 0.353958130 -0.163862230
## 10307 Mettl6 -0.437726970 -0.031325340 -0.263729100 -0.023583412
## 10308 Mettl7a1 -0.256585120 -0.192390440 -0.055564880 -0.198411940
## 10309 Mettl7a3 -0.342572700 -0.212921140 0.018663883 -0.025439740
## 10310 Mettl7b -0.024501800 -0.146085260 -0.015038967 -0.119276050
## 10311 Mettl8 -0.029637337 0.127074720 -0.039385320 0.092715260
## 10312 Mettl9 -0.079648493 0.070369245 0.039712191 0.154659510
## 10313 Mex3a 0.000000000 -0.161575800 0.265136240 -0.243233680
## 10314 Mex3b -0.252131000 0.332420350 -0.349312300 0.362538340
## 10315 Mex3c 0.159813880 0.000000000 0.326377870 0.016346931
## 10316 Mex3d -0.286143300 0.000000000 0.002368927 0.000951000
## 10317 Mfap1a 0.339611050 0.308272360 0.243109705 0.122539045
## 10318 Mfap2 0.083884240 0.008835793 -0.114683150 -0.051647663
## 10319 Mfap3 -0.056031227 -0.348854060 -0.119735720 -0.000278000
## 10320 Mfap3l -0.141427520 -0.211242680 0.000000000 0.044158936
## 10321 Mfap4 -0.087343690 0.094435690 -0.085114000 -0.002501488
## 10322 Mfap5 -0.222769260 -0.041152954 -0.188426970 0.487905500
## 10323 Mff 0.359597200 0.125291820 0.412077900 -0.222591400
## 10324 Mfge8 -0.639943100 -0.659249300 -0.817573550 0.441539760
## 10325 Mfhas1 0.957105640 0.913431170 0.891100900 0.367536540
## 10326 Mfi2 -0.000060600 0.048211098 -0.106481075 0.027462960
## 10327 Mfn1 0.432363500 0.374252320 0.346910480 0.304911600
## 10328 Mfn2 0.004238129 0.436525340 0.042364120 0.067567825
## 10329 Mfng 0.083430770 0.036390780 -0.470792300 0.127872940
## 10330 Mfsd1 -0.214458470 0.026137352 0.000000000 -0.063381195
## 10331 Mfsd10 -0.052458763 0.164096830 0.012079239 -0.039211273
## 10332 Mfsd11 -0.317669870 -0.561143900 -0.239954950 -0.385456560
## 10333 Mfsd12 -0.048924923 -0.103844166 0.018537998 0.000000000
## 10334 Mfsd2a 4.489720000 4.489263000 4.522867700 -0.032666206
## 10335 Mfsd2b 0.181944370 0.000000000 -0.013024330 -0.126194000
## 10336 Mfsd3 -0.001758575 -0.014676094 0.065616130 0.255346780
## 10337 Mfsd4 -0.246412280 -0.115183350 0.008965969 0.137325760
## 10338 Mfsd5 -0.518913270 0.013837814 0.075660706 0.043528557
## 10339 Mfsd6 0.087054250 0.213436130 -0.041708946 0.859583850
## 10340 Mfsd6l 0.058296680 -0.083045480 0.067923070 0.210604670
## 10341 Mfsd7a 0.000000000 0.027784824 -0.158324240 -0.004446030
## 10342 Mfsd7b 0.242077347 -0.320956392 -0.079754829 -0.251122793
## 10343 Mfsd7c 2.862519300 2.187763200 2.327320000 -0.048634530
## 10344 Mfsd8 0.303877830 0.080036160 -0.336095330 -0.534306500
## 10345 Mfsd9 0.008971691 0.076468945 0.191437240 -0.016708374
## 10346 Mga 0.088121414 -0.056619644 -0.424608230 0.113517760
## 10347 Mgam 0.059825897 0.000000000 -0.132543090 -0.012706757
## 10348 Mgarp 0.000000000 0.162815100 0.215216160 -0.048143864
## 10349 Mgat1 -0.664692400 -0.264901160 -0.496459960 -0.079915050
## 10350 Mgat2 0.000000000 -0.300430300 0.084261894 -0.306367870
## 10351 Mgat3 0.026063919 -0.141273980 -0.128267770 0.124384400
## 10352 Mgat4a 1.030561900 0.269202700 0.150172710 2.076518500
## 10353 Mgat4b 0.038402557 0.444492820 0.222082610 0.077628610
## 10354 Mgat4c 0.088041306 -0.059030056 -0.002297878 0.000000000
## 10355 Mgat5 -0.011532784 -0.348512650 -0.396797660 -0.077784540
## 10356 Mgat5b -0.121098520 0.084035400 0.064647675 -0.062983510
## 10357 Mgea5 0.370406150 0.078367230 -0.093853950 0.187891960
## 10358 Mgl2 -0.188184260 -0.153078560 0.088510990 0.076432230
## 10359 Mgll -0.769458800 -0.803478240 -0.258975030 1.783629400
## 10360 Mgme1 0.009083271 0.167954440 -0.475386620 -0.365044600
## 10361 Mgmt 0.104793070 0.040319443 0.163172250 -0.042365550
## 10362 Mgp 0.174158100 0.134601600 0.649451260 0.481099130
## 10363 Mgrn1 -0.075070380 0.278688430 0.582436560 -0.160897250
## 10364 Mgst1 -0.311771870 -0.382750030 -0.629472730 -0.345074180
## 10365 Mgst2 0.245312210 0.556100370 0.015521526 -1.160306000
## 10366 Mgst3 -0.194086070 0.317521100 -0.428496840 0.000000000
## 10367 Mia 0.002936840 0.004755020 0.002567768 0.085625170
## 10368 Mia2 0.000000000 -0.001690388 -0.045762540 -0.084178925
## 10369 Mia3 0.505706800 0.341377260 0.275555600 -0.014290810
## 10370 Mib1 0.128879550 -0.015969276 0.054021835 0.320386900
## 10371 Mib2 0.082820890 0.063412190 0.216612340 0.112370970
## 10372 Mical1 0.265302660 0.361981400 0.244112970 0.018756390
## 10373 Mical2 -0.223356720 -0.098263260 -0.074605940 0.898737430
## 10374 Mical3 0.138160230 0.239640710 -0.035953995 0.519447565
## 10375 Micalcl -0.084324360 -0.055410862 -0.150364880 -0.057825090
## 10376 Micall1 0.017175198 0.183924435 0.102182390 0.193137885
## 10377 Micall2 -0.249000550 0.022059917 0.107285020 0.081038475
## 10378 Micu1 0.079736710 0.232090950 -0.454272750 -0.251676080
## 10379 Micu2 0.010023117 0.298806200 0.022036552 -0.142570970
## 10380 Micu3 0.265647900 -0.488529200 -0.140781400 0.000000000
## 10381 Mid1 0.068018910 0.535558700 1.022650700 -0.033237457
## 10382 Mid1ip1 -0.672195430 -0.431932450 -0.056108475 0.429133420
## 10383 Mid2 -0.067028046 -0.075281140 -0.898080800 0.563992500
## 10384 Midn 0.060967445 -0.207235340 0.000000000 -0.112270355
## 10385 Mien1 0.023823738 0.198731420 -0.028417587 -0.359870900
## 10386 Mier1 0.405331600 0.316418650 0.000000000 0.127794270
## 10387 Mier2 -0.063996315 0.062975880 -0.022078037 -0.075152874
## 10388 Mier3 0.239673610 0.099162100 0.236002920 0.013568878
## 10389 Mif -0.203349117 -0.376871743 0.289017357 -0.061909677
## 10390 Mif4gd 0.059447290 0.063513756 0.664308550 -0.325708870
## 10391 Miip -0.160273080 0.000000000 -0.281383500 0.013323784
## 10392 Mill1 0.112304690 -0.117361070 0.106091020 -0.063477516
## 10393 Mill2 0.569008350 0.798013200 0.279071330 0.239700320
## 10394 Milr1 0.239751340 -0.170711040 -0.151833060 0.000000000
## 10395 Mina -0.003870964 0.101353645 0.039006233 -0.085208890
## 10396 Mink1 0.327693940 0.603454600 0.516408900 0.052234650
## 10397 Minos1 0.028814316 -0.070547104 0.136889460 -0.602391240
## 10398 Minpp1 -0.004462481 -0.138409855 -0.059763670 -0.050384520
## 10399 Mios -0.697487350 0.012514114 -0.128273960 0.147185330
## 10400 Miox -0.043265343 0.001188755 -0.064851284 0.076740740
## 10401 Mip -0.120408535 0.014475822 0.172386170 -0.212606430
## 10402 Mipep -0.175787930 -0.025008678 0.118620396 0.000000000
## 10403 Mipol1 0.209516050 0.097322464 0.745395200 0.017917156
## 10404 Mir100 -0.007268429 -0.006028652 -0.031013966 0.001640797
## 10405 Mir101a 0.012113571 -0.039395332 -0.099968430 0.054625034
## 10406 Mir101b 0.115721700 0.075025080 0.080673220 -0.082227710
## 10407 Mir103-1 0.192930700 -0.066571710 0.000000000 0.122502804
## 10408 Mir103-2 0.593921660 0.473497400 -0.574263600 0.273154260
## 10409 Mir106a -0.018734932 0.000000000 0.113078594 0.000000000
## 10410 Mir106b -0.131221300 0.064046380 -0.087858200 -0.019698143
## 10411 Mir107 0.168612000 0.042303562 -0.072049620 -0.231408120
## 10412 Mir10a 0.000000000 -0.031412125 0.004663944 -0.049685955
## 10413 Mir10b 0.000000000 -0.049915790 0.011254311 -0.026126385
## 10414 Mir122a 0.000000000 0.000000000 -0.245885850 0.100701810
## 10415 Mir124a-1 0.107637405 -0.022970200 0.097267630 -0.014093876
## 10416 Mir124a-2 0.062894820 0.041546345 -0.063215256 -0.108331200
## 10417 Mir124a-3 0.074518204 -0.037067890 0.193495750 -0.055755615
## 10418 Mir125a -0.146818160 0.157762530 0.048496246 0.073958874
## 10419 Mir125b-1 -0.012886524 -0.007478237 -0.055834293 0.148517130
## 10420 Mir125b-2 -0.026395798 0.087110520 0.000000000 0.002455711
## 10421 Mir126 0.086809160 0.059384823 -0.043230057 -0.013657093
## 10422 Mir128-1 0.082276820 -0.461439600 -0.619004700 1.948277000
## 10423 Mir128-2 0.077365400 -0.042922497 -0.010837555 0.315805440
## 10424 Mir129-1 0.024336338 -0.029043674 0.225057130 -0.288548470
## 10425 Mir129-2 -0.013651371 0.016735554 0.173780440 0.128107070
## 10426 Mir130a -0.063955784 -0.058271408 0.101780890 0.063627720
## 10427 Mir130b 0.144275670 0.017164707 -0.175661090 -0.000999000
## 10428 Mir132 -0.043767452 0.094942090 0.042199135 0.046780586
## 10429 Mir133a-1 -0.027155400 -0.092209816 -0.107130530 0.298740860
## 10430 Mir133a-2 0.000000000 0.011998653 0.000000000 -0.009970188
## 10431 Mir133b 0.026171684 0.068430424 0.166699890 0.232512950
## 10432 Mir134 -0.135085580 -0.023181915 -0.048076630 -0.023181915
## 10433 Mir135a-2 -0.006702900 -0.007086754 0.058146954 0.016413689
## 10434 Mir135b 0.000254000 -0.001907349 0.157625200 0.010182381
## 10435 Mir137 0.002123833 0.028170586 0.124497410 0.038647650
## 10436 Mir138-1 0.034036636 0.050934315 -0.006609917 0.095698830
## 10437 Mir138-2 0.173863410 0.050398350 -0.027540684 -0.018077374
## 10438 Mir139 -0.060778618 0.015776634 -0.008601189 -0.123611450
## 10439 Mir140 0.045317650 0.411110880 0.000000000 -0.126552100
## 10440 Mir141 -0.042057990 -0.084114075 -0.081811905 -0.018617153
## 10441 Mir142 -0.055940628 -0.000903000 0.137110710 -0.014509201
## 10442 Mir143 -0.045658590 0.000000000 -0.046143055 0.295920850
## 10443 Mir144 0.015760899 0.008692265 0.000000000 0.026903152
## 10444 Mir145 0.016247750 0.928405760 -0.001184464 -0.112390520
## 10445 Mir146 0.112299440 2.360442600 -0.040247440 0.000342000
## 10446 Mir146b 0.000000000 -0.003969193 0.356004240 0.038468360
## 10447 Mir148a 0.000000000 0.028615475 0.009567738 0.090435980
## 10448 Mir148b 0.013959885 0.051536560 -0.054947853 -0.016805172
## 10449 Mir149 0.110711575 -0.142705920 0.171653750 -0.103807450
## 10450 Mir150 -0.006680012 0.091138840 -0.059993744 0.000000000
## 10451 Mir151 0.170069700 -0.257693300 -0.075537680 0.092264650
## 10452 Mir152 0.016865730 0.091794490 0.000000000 -0.052168846
## 10453 Mir153 -0.017050266 -0.018161297 0.070194720 0.115761760
## 10454 Mir154 -0.021045208 0.004633904 0.008830547 0.026105880
## 10455 Mir155 0.044491290 -0.325235840 0.023968697 0.075683120
## 10456 Mir15a 1.434913200 0.337436680 -0.155592440 -0.237358100
## 10457 Mir15b -0.056630610 0.000000000 -0.025949955 0.003441811
## 10458 Mir16-1 -0.043236732 -0.059272766 0.088792800 0.031773567
## 10459 Mir16-2 -0.002080441 0.025239944 -0.010255337 0.079138280
## 10460 Mir17 0.470090870 -0.105675220 0.000000000 -0.206198690
## 10461 Mir17hg 0.112010480 -0.204119680 0.430820000 0.274383540
## 10462 Mir18 0.700181960 -0.141463760 -0.157744880 -0.155636310
## 10463 Mir181a-1 -0.081687450 0.034958363 0.008949280 0.145660880
## 10464 Mir181a-2 0.377197740 0.000000000 -0.331586360 0.178731920
## 10465 Mir181b-1 0.020969868 -0.058720110 0.035854816 -0.019719600
## 10466 Mir181b-2 0.180763720 0.134860040 -0.295326230 -0.195012100
## 10467 Mir181c -0.177595620 0.000000000 -0.179653640 0.124413010
## 10468 Mir181d -0.009026527 0.021161080 -0.200174330 0.143418310
## 10469 Mir182 0.098800660 0.116649630 0.140156750 0.024919033
## 10470 Mir183 -0.015913486 -0.027143478 -0.112323284 0.005575180
## 10471 Mir184 -0.089468000 -0.130033970 0.000000000 0.120420930
## 10472 Mir185 -0.053522110 -0.021549225 0.088884350 0.105530740
## 10473 Mir186 1.036605800 -0.195925710 0.613261700 0.656363500
## 10474 Mir187 -0.087836266 0.000000000 0.180212970 0.125093460
## 10475 Mir188 -0.097698690 -0.036618233 0.017041206 0.183687690
## 10476 Mir190 -0.010261536 0.028435707 -0.043916702 0.061907770
## 10477 Mir190b 0.057940960 0.020279408 -0.023060799 0.023431778
## 10478 Mir191 0.000000000 -0.049874306 0.018789291 -0.013379097
## 10479 Mir192 0.000000000 0.001638413 -0.096987250 -0.091488360
## 10480 Mir193 -0.115808964 -0.006661415 0.006494045 0.110334400
## 10481 Mir194-1 0.000000000 -0.001720429 0.295712470 -0.194108490
## 10482 Mir194-2 -0.023544788 -0.242030140 0.007195473 0.025522709
## 10483 Mir195 -0.144619940 -0.167318820 -0.053149700 0.136890410
## 10484 Mir196a-1 -0.108006000 -0.091474056 0.086223125 0.114952564
## 10485 Mir196a-2 -0.075159550 0.000000000 0.099623680 -0.014282227
## 10486 Mir196b 0.067886830 -0.104657650 0.250333800 0.006607533
## 10487 Mir199a-1 0.094254020 0.001041889 -0.148148540 0.219960210
## 10488 Mir199b -0.043819427 -0.092726230 -0.024815083 0.024651527
## 10489 Mir19a -0.019380093 -0.045735360 0.032324790 -0.051343440
## 10490 Mir19b-1 -0.043572426 -0.071345330 0.000000000 -0.019056320
## 10491 Mir19b-2 0.028477192 -0.034574986 0.059717655 0.021493435
## 10492 Mir1a-1 0.000000000 -0.027361870 -0.009161949 0.149104600
## 10493 Mir1a-2 -0.273938660 -0.073654175 -0.688128000 0.389758600
## 10494 Mir200a 0.148791790 0.003331661 0.103687760 -0.073036194
## 10495 Mir200b 0.129053120 0.044382095 0.044382095 0.000000000
## 10496 Mir200c 0.096096516 -0.033197880 0.120961190 -0.017799377
## 10497 Mir201 0.047004223 0.010460854 0.016425610 0.013748169
## 10498 Mir202 0.801686760 -0.013283730 -0.059614660 -0.015774727
## 10499 Mir203 -0.046697140 -0.019599915 -0.013905525 -0.006906986
## 10500 Mir204 -0.042208195 0.000000000 0.082445620 -0.017765522
## 10501 Mir205 -0.097814080 0.007882595 0.125267980 0.060110570
## 10502 Mir206 0.009920120 -0.027238846 0.047592163 0.005408287
## 10503 Mir208a -0.030427933 -0.055023193 0.126518250 0.060916900
## 10504 Mir20a 0.114374160 -0.011165142 -0.082640650 0.078589440
## 10505 Mir20b 0.029217243 0.004288197 0.184537410 -0.180077550
## 10506 Mir210 -0.011521339 -0.009494782 -0.024886131 -0.251673220
## 10507 Mir211 -0.113512516 -0.103281020 0.038393497 -0.085259440
## 10508 Mir212 0.043772220 0.000000000 0.007482529 -0.008732796
## 10509 Mir215 0.202240940 0.000000000 -0.162496570 0.604424500
## 10510 Mir216a -0.071072580 -0.050363540 0.000000000 0.070574760
## 10511 Mir216b 0.024612904 0.109828950 -0.019140720 0.035397053
## 10512 Mir217 0.004549027 -0.015500069 -0.027247429 0.170336250
## 10513 Mir218-1 0.000000000 0.034253120 -0.066775320 0.149843220
## 10514 Mir218-2 -0.037308693 0.000000000 0.071119310 0.330464840
## 10515 Mir219-1 -0.024072647 0.000000000 0.360630040 -0.020920277
## 10516 Mir219-2 -0.067163944 0.072490690 0.111422060 -0.035338880
## 10517 Mir221 -0.029447556 -0.062757015 0.000000000 -0.068946840
## 10518 Mir222 -0.118281840 -0.002223969 0.009880066 -0.022882462
## 10519 Mir224 0.029573917 -0.062856674 0.012814522 0.019739151
## 10520 Mir22hg -0.279187680 -0.243867400 -0.261513700 0.323675160
## 10521 Mir23a -0.050840378 -0.115625860 0.118644714 0.390230180
## 10522 Mir23b 0.129952430 -0.016612053 -0.037515640 -0.061780930
## 10523 Mir24-1 0.043266296 -0.014706135 0.111050606 -0.045032978
## 10524 Mir24-2 -0.052143097 -0.001513004 0.050626755 0.045263767
## 10525 Mir25 -0.145950800 -0.087723730 0.000000000 0.533838750
## 10526 Mir26a-1 -0.003355026 -0.053503513 -0.035506250 -0.043644430
## 10527 Mir26b -0.011886120 -0.128257750 0.001373291 -0.050004482
## 10528 Mir27a 0.233088970 0.073531630 0.013613701 -0.239271160
## 10529 Mir27b 0.059937000 0.052366257 0.422260760 -0.105650425
## 10530 Mir28 -0.281396400 -0.292858600 -0.145227910 -0.065405370
## 10531 Mir296 0.251728060 0.072213650 0.196759220 0.200389390
## 10532 Mir297-1 0.027680397 -0.010804653 0.055888653 0.042212486
## 10533 Mir297b -0.126464840 -0.049914360 -0.099324230 0.153290750
## 10534 Mir298 0.079208850 -0.001232624 -0.001232624 0.088508606
## 10535 Mir299 0.005920410 0.019861221 -0.014141083 -0.017756462
## 10536 Mir29a 0.005501747 0.000000000 0.052081108 0.053862570
## 10537 Mir29b-1 -0.009176254 0.022459507 -0.018546581 0.077706340
## 10538 Mir29b-2 0.584602360 2.399356000 0.918357850 0.407126900
## 10539 Mir29c 0.311171530 0.197958950 0.697049140 0.186308860
## 10540 Mir300 -0.000142000 -0.095427510 -0.097528934 0.173061370
## 10541 Mir301 -0.007233620 0.067573070 -0.033884525 -0.043991566
## 10542 Mir301b 0.000000000 -0.126157280 0.074470520 -0.079314710
## 10543 Mir302a 0.332434180 0.113626000 -0.009296894 -0.084337234
## 10544 Mir302b 0.837080960 -0.238041400 0.453496460 0.462900160
## 10545 Mir302c 0.721877100 -0.130783080 0.313766480 -0.194798470
## 10546 Mir302d 0.034415722 0.190558910 0.212333200 0.121499540
## 10547 Mir30a 0.150190350 -0.076609135 0.443757530 -0.081630230
## 10548 Mir30b -0.099715230 0.288360120 -0.062995910 -0.052449226
## 10549 Mir30c-1 -0.122397420 -0.082310680 0.046339990 0.084847450
## 10550 Mir30c-2 -0.004344463 0.031129360 0.135530470 0.037337303
## 10551 Mir30d 0.292875770 -0.090605736 0.030830860 -0.001301289
## 10552 Mir30e -0.146354680 0.008780479 0.390027050 0.147524830
## 10553 Mir31 -0.001469135 -0.030517101 -0.109137060 0.048969270
## 10554 Mir32 -0.521710400 -0.335510250 0.990605350 0.321691500
## 10555 Mir320 -0.033031464 -0.071196556 0.101920130 -0.004635811
## 10556 Mir322 -0.042717457 0.017419338 0.040897370 0.063921930
## 10557 Mir323 -0.026626110 0.084830284 0.084128380 0.046594620
## 10558 Mir325 0.070756435 -0.162822250 0.056463240 0.097446440
## 10559 Mir326 0.028705120 -0.120728016 0.154692650 -0.141779420
## 10560 Mir328 -0.080995560 0.004243851 -0.028188705 0.059715270
## 10561 Mir329 0.040071487 0.020673275 0.079646590 0.057747364
## 10562 Mir33 -0.005353451 -0.003708363 0.019418240 0.024765968
## 10563 Mir330 -0.159814360 -0.158160690 -0.197770120 0.011231899
## 10564 Mir331 -0.065334800 -0.073709010 0.189378260 0.112191200
## 10565 Mir335 -0.126916890 -0.112503530 0.615615370 0.153673650
## 10566 Mir337 -0.019643784 0.134058950 0.168651580 0.258839600
## 10567 Mir338 0.000000000 0.032169820 -0.035381794 0.003216744
## 10568 Mir339 0.135790350 -0.386725900 0.000097800 -0.025344849
## 10569 Mir340 -0.546813500 0.084816930 -0.152960780 0.000000000
## 10570 Mir341 -0.045602800 -0.001788139 -0.254320140 0.064902306
## 10571 Mir342 0.593622200 0.249986650 1.467472600 0.017213345
## 10572 Mir344 0.199745890 -0.055954695 -0.077469588 0.379749065
## 10573 Mir345 0.138667580 -0.003300667 0.883387100 0.124495980
## 10574 Mir346 -0.135841370 -0.145495410 -0.224679000 -0.051056862
## 10575 Mir34a -0.013854027 0.084781170 -0.052522182 0.000000000
## 10576 Mir34b -0.175925250 -0.040133476 -0.098309994 0.049428463
## 10577 Mir34c 0.046485900 0.037750244 -0.132273200 -0.092442036
## 10578 Mir350 0.000000000 0.081962585 -0.830853940 1.169859900
## 10579 Mir351 -0.260035500 0.069244860 0.085960865 -0.110317710
## 10580 Mir361 -0.006396294 -0.013274193 0.063781740 0.115859510
## 10581 Mir362 -0.083145140 -0.174468520 0.085992810 0.102204800
## 10582 Mir363 -0.047321796 0.057460785 0.057968616 0.035887240
## 10583 Mir365-1 0.184064870 -0.198037150 -0.072669506 0.044791700
## 10584 Mir365-2 0.000000000 -0.156153200 0.105102060 0.031254770
## 10585 Mir367 0.081837180 0.349509720 0.147795680 0.017557621
## 10586 Mir369 0.059093000 0.020596981 0.049471855 -0.000828000
## 10587 Mir370 0.000000000 0.003358841 0.092673300 -0.153407100
## 10588 Mir374 0.099350930 0.003006458 0.011103630 -0.062012196
## 10589 Mir375 0.102038860 0.062019825 0.134485240 -0.070804596
## 10590 Mir376a 0.019540787 0.005787849 0.034123898 -0.001008034
## 10591 Mir376b -0.007342339 -0.034122944 -0.032668114 0.073928830
## 10592 Mir376c 0.001646519 0.035875797 0.037401676 0.008817196
## 10593 Mir377 0.008629322 -0.042182922 0.116519930 0.048153400
## 10594 Mir378 0.000000000 -0.187605380 -0.111087800 0.147321700
## 10595 Mir379 -0.045622350 0.008171082 -0.044032574 0.105726240
## 10596 Mir380 0.031178951 -0.065449715 0.000000000 0.000000000
## 10597 Mir381 0.022926807 -0.000833000 0.083013060 0.097347740
## 10598 Mir382 0.000000000 -0.062592030 -0.054854870 0.065080640
## 10599 Mir383 0.332464220 0.219360350 0.000000000 -0.045114517
## 10600 Mir384 -0.006094933 0.006763458 0.005741596 -0.002558708
## 10601 Mir409 -0.069541454 -0.033308030 0.184871670 -0.033805370
## 10602 Mir411 0.068328860 -0.009141922 -0.013335705 -0.018439770
## 10603 Mir412 0.038918972 0.205289840 0.045410633 -0.071067810
## 10604 Mir421 0.157224180 0.141401770 -0.046127320 0.027926445
## 10605 Mir423 -0.084674360 -0.032049656 -0.146163460 0.066048620
## 10606 Mir425 -0.028799534 0.009121418 -0.219770430 -0.027367592
## 10607 Mir429 0.085167885 0.049945830 0.057046413 -0.047025680
## 10608 Mir448 0.154769900 -0.112461570 0.055942535 0.178143020
## 10609 Mir449a 0.301446900 0.244473930 0.009992123 -0.150500770
## 10610 Mir449c -0.043143272 0.000000000 -0.077620510 0.088569164
## 10611 Mir450-1 0.000622000 0.035631657 0.043597220 -0.015079498
## 10612 Mir450-2 0.003931522 -0.025591850 0.022707940 0.011752605
## 10613 Mir450b 0.023781300 -0.009836197 0.003551483 0.000415000
## 10614 Mir451 0.004930019 -0.035200596 0.024533272 0.087280750
## 10615 Mir452 -0.047544003 -0.009315014 -0.045971394 0.007251263
## 10616 Mir455 0.015106678 -0.044845104 -0.103521824 0.070754050
## 10617 Mir463 -0.040088177 -0.015811443 0.048172950 -0.020266056
## 10618 Mir465 0.090601920 0.039366722 -0.192788120 -0.001308441
## 10619 Mir465c-1 -0.014531374 -0.057945252 -0.083333253 0.088733673
## 10620 Mir466 0.022843838 -0.003443718 0.018280030 -0.001986980
## 10621 Mir467b 0.052869478 0.011614535 -0.025342253 0.134827031
## 10622 Mir470 -0.007143498 -0.049116135 0.000000000 0.017130375
## 10623 Mir471 0.087880610 -0.061603070 0.019779205 -0.010605812
## 10624 Mir483 -0.089773655 -0.120529650 0.008963108 0.137331010
## 10625 Mir484 -0.073686600 -0.066738605 0.046614170 0.078430650
## 10626 Mir485 0.000000000 -0.032353878 0.000000000 0.041036606
## 10627 Mir486 -0.060184956 -0.033259390 0.121598720 0.103575710
## 10628 Mir487b 0.070221900 -0.022477627 0.051221848 0.004514217
## 10629 Mir488 0.000000000 0.074878690 0.195026400 0.061184883
## 10630 Mir489 -0.071085930 -0.049825670 0.062150000 0.183291910
## 10631 Mir490 -0.020302296 0.050542830 -0.004715443 -0.025611400
## 10632 Mir491 -0.027430534 0.000000000 0.000000000 0.067380905
## 10633 Mir494 0.038753033 -0.005001068 0.010416508 -0.058579445
## 10634 Mir495 0.071965220 -0.087680820 0.051723480 -0.069819450
## 10635 Mir496 0.066890240 0.011905670 0.000000000 0.000000000
## 10636 Mir497 0.000000000 0.090096000 0.164372920 -0.044366837
## 10637 Mir499 0.211569790 0.019741058 -0.217062000 0.121976376
## 10638 Mir500 -0.023772240 -0.055212975 -0.034876347 -0.215468400
## 10639 Mir501 -0.156496520 -0.036355020 -0.024738789 0.112030980
## 10640 Mir503 0.121506214 -0.211241720 -0.073647020 -0.126074790
## 10641 Mir504 0.000000000 -0.081998825 0.167209630 0.137849330
## 10642 Mir505 0.017945290 1.762549400 0.663561800 1.676549900
## 10643 Mir532 0.026653767 -0.157788280 -0.036135674 0.099137780
## 10644 Mir539 -0.022161007 0.004268169 -0.046134472 0.015707493
## 10645 Mir540 0.119462490 0.031046867 0.069318295 -0.144192700
## 10646 Mir541 0.010217667 0.075770380 -0.058860780 -0.027026176
## 10647 Mir542 0.292130000 -0.154206750 -0.036675453 -0.145580290
## 10648 Mir543 0.025558472 0.046584130 0.146296500 0.014822006
## 10649 Mir547 0.083582880 0.000000000 0.059957027 0.029723644
## 10650 Mir551b -0.031581880 0.132315640 0.014295578 0.145101550
## 10651 Mir568 0.193067550 0.062804220 -0.056809902 0.000000000
## 10652 Mir592 -0.120466230 -0.006452560 -0.054153442 0.070322040
## 10653 Mir598 -0.125282290 -0.184349060 -0.188327790 -0.136197090
## 10654 Mir615 -0.077055930 -0.078904150 0.096099850 0.153587340
## 10655 Mir652 0.063798904 -0.013668537 -0.122188570 -0.091039660
## 10656 Mir653 0.026883602 -0.006306648 -0.081870556 0.088667390
## 10657 Mir665 -0.188616280 0.259153370 -0.061858654 -0.176361080
## 10658 Mir666 0.017055511 0.000000000 0.006142139 0.058069230
## 10659 Mir667 -0.106989860 -0.046175957 -0.033178330 0.013306618
## 10660 Mir668 0.112761020 -0.000808000 0.167279240 -0.088528160
## 10661 Mir669a-2 -0.026895413 -0.013472814 0.000224846 0.014074766
## 10662 Mir669b 0.000000000 -0.102149010 0.087442400 0.031232357
## 10663 Mir669c -0.020164013 0.016264915 0.055042267 0.111814020
## 10664 Mir670 -0.076473236 -0.064134600 0.063969610 0.108833790
## 10665 Mir672 0.212934500 -0.077139854 0.010448933 -0.007669449
## 10666 Mir673 -0.079657555 -0.125414850 0.000000000 0.017014503
## 10667 Mir674 -0.042012215 -0.158239840 -0.143904690 0.000000000
## 10668 Mir676 0.025524616 -0.084706310 0.018485546 -0.000371000
## 10669 Mir677 -0.786279200 0.221957680 -0.515516300 -0.057630062
## 10670 Mir679 0.162317750 0.406111240 -0.108356000 0.002831459
## 10671 Mir680-1 -0.468194000 -0.770204540 0.000829000 -0.098537445
## 10672 Mir680-2 -1.475827200 -0.755175600 0.037015915 0.000000000
## 10673 Mir680-3 0.020078659 0.501467700 0.000000000 0.281879430
## 10674 Mir681 -0.115209100 -0.224257950 -0.108844760 0.062719820
## 10675 Mir683-1 0.080044032 -0.003696919 -0.104495525 -0.149063585
## 10676 Mir687 0.206221100 -0.075013160 -0.047256470 0.149384500
## 10677 Mir688 0.126902100 -0.072694300 -0.090627670 -0.035504818
## 10678 Mir690 0.094804764 0.022260189 0.099157330 -0.004812241
## 10679 Mir692-1 -0.280253400 0.093026160 0.000000000 -0.371689320
## 10680 Mir693 -0.312801360 0.159154890 0.100433350 0.263593670
## 10681 Mir694 0.090150360 0.365485670 -0.152229310 -0.018817425
## 10682 Mir695 0.716714400 0.468887330 0.000000000 0.725674600
## 10683 Mir697 0.171599390 -0.196114540 -0.424664500 -0.462169170
## 10684 Mir701 0.113593580 -0.053432940 -0.018053532 0.118158340
## 10685 Mir703 0.143586160 -0.011368752 -0.188162800 -0.201727870
## 10686 Mir707 0.056152344 -0.126311300 -0.286606300 0.000000000
## 10687 Mir708 -0.013324261 0.000000000 -0.012262821 0.170949940
## 10688 Mir709 -0.067590710 0.042627810 -0.094325540 0.262877000
## 10689 Mir7-1 -0.246044160 -0.272184850 -0.269228460 0.159328460
## 10690 Mir710 -0.011795998 -0.008468628 0.102101326 0.099189280
## 10691 Mir713 -0.029794694 0.245150085 0.277859450 -0.008748770
## 10692 Mir717 0.015287876 -0.045079708 0.045095920 0.000000000
## 10693 Mir7-2 0.035811900 -0.067881110 -0.007054806 0.000000000
## 10694 Mir7b -0.021973610 0.014990807 -0.075685500 0.048943520
## 10695 Mir9-1 -0.051768303 -0.114646435 -0.035560608 0.000000000
## 10696 Mir9-2 0.023851395 -0.000800000 0.090004444 -0.090564250
## 10697 Mir92-1 -0.047489166 0.032435417 0.222915170 -0.074134830
## 10698 Mir92-2 0.007541657 0.088058470 0.098395824 0.061334133
## 10699 Mir92b -0.238947870 -0.009051323 0.009820938 0.110010624
## 10700 Mir93 0.085583690 0.069881440 0.066369060 0.018750190
## 10701 Mir9-3 0.219128610 0.037548065 -0.043454170 0.204207420
## 10702 Mir96 0.005126953 0.021664620 -0.047172070 -0.033765793
## 10703 Mir98 -0.133041380 -0.029716492 0.001912594 0.091020584
## 10704 Mir99a -0.149775030 -0.074307440 -0.044132233 -0.186686040
## 10705 Mir99b -0.057474613 0.156394000 -0.137509820 -0.315699580
## 10706 Mirg -0.000932000 -0.061198235 0.101783750 -0.014744282
## 10707 Mirlet7a-1 -0.029767513 -0.025511742 0.061851980 -0.039505480
## 10708 Mirlet7a-2 0.054113388 -0.050852300 0.069204330 0.023674011
## 10709 Mirlet7b 0.000000000 -0.073647500 -0.024895668 0.126836300
## 10710 Mirlet7c-1 -0.175704480 -0.062897680 0.000000000 -0.124574184
## 10711 Mirlet7c-2 -0.205640320 -0.150050640 0.709824100 0.173014160
## 10712 Mirlet7d -0.139852050 -0.150398730 -0.018911362 -0.074805260
## 10713 Mirlet7e -0.133322240 0.473480700 -0.016573906 -0.008478165
## 10714 Mirlet7f-1 0.000000000 0.072220325 -0.750856900 0.370738980
## 10715 Mirlet7f-2 -0.054024220 -0.125917910 0.069526196 0.189793110
## 10716 Mirlet7g 0.085760120 -0.087769030 0.051591396 0.165703770
## 10717 Mirlet7i -0.007332325 -0.000548000 -0.098203660 -0.074661730
## 10718 Mis12 -0.105227470 0.133712770 -0.298892020 0.000000000
## 10719 Mis18a 0.000000000 -0.593195440 0.409368040 -0.168650150
## 10720 Mis18bp1 -0.079456806 -0.274057400 -0.206403730 -0.075688360
## 10721 Misp 0.085212710 -0.001338482 -0.081878660 0.091691494
## 10722 Mitd1 0.343362800 0.197998050 0.010510445 0.093561170
## 10723 Mitf -0.105440616 -0.168056485 -0.090368747 0.205821275
## 10724 Mixl1 -0.048306465 -0.048306465 -0.121079920 0.132179740
## 10725 Mki67 -0.853404050 -1.070056900 -0.771896360 0.476767540
## 10726 Mki67ip -0.088154790 0.000000000 -0.169833180 -0.403029920
## 10727 Mkks 0.125983240 0.169530870 0.162650110 0.000000000
## 10728 Mkl1 -0.227314000 -0.398963930 0.000000000 0.030054570
## 10729 Mkl2 1.047375667 1.166759833 0.919731467 -0.051705678
## 10730 Mkln1 0.128683090 -0.041826250 -0.024603844 0.402609830
## 10731 Mknk1 -0.352533820 0.056374550 0.381546020 0.000000000
## 10732 Mknk2 -0.231275560 0.013856888 0.439446450 0.000000000
## 10733 Mkrn1 0.222238540 0.462297440 -0.277666100 0.182365420
## 10734 Mkrn1-ps1 -0.049531937 0.078785900 -0.022917747 -0.172142980
## 10735 Mkrn2 0.059298515 0.044351578 0.292468070 -0.046772957
## 10736 Mkrn3 -0.042700768 0.096593860 0.068595886 0.272307870
## 10737 Mks1 -0.123747350 -0.092350960 -0.111887455 0.099858284
## 10738 Mkx 0.228294370 0.103675365 0.234565730 -0.018612862
## 10739 Mlana -0.000752000 -0.053369522 -0.080992220 0.046394825
## 10740 Mlc1 0.074271200 -0.139976020 -0.060026646 -0.152558800
## 10741 Mlec -0.235328195 -0.187894345 -0.462084285 0.445443150
## 10742 Mlf1 -0.018157482 -0.221121790 -0.165152070 0.206074240
## 10743 Mlf1ip -0.171427250 -0.093626020 -0.250270370 0.000000000
## 10744 Mlf2 0.234574320 0.003950119 0.298968320 0.088896750
## 10745 Mlh1 0.286741260 0.222476960 -0.233705040 -0.438902850
## 10746 Mlh3 0.344177250 0.598137860 1.178731900 -0.021393776
## 10747 Mlip 0.030109882 0.009780884 0.016435623 -0.078680040
## 10748 Mlkl -0.707512400 -1.168001200 -1.425341600 0.316062930
## 10749 Mllt1 0.177711490 0.001595974 0.226798060 0.073007580
## 10750 Mllt10 0.103926660 -0.004043579 0.078238490 0.166250230
## 10751 Mllt11 0.663765430 0.211703780 0.019210339 0.084501270
## 10752 Mllt3 1.161154700 1.009029400 1.136381100 -0.456236840
## 10753 Mllt4 0.316167830 0.307579040 0.135128020 0.610522300
## 10754 Mllt6 0.210855480 0.202718730 0.266815200 0.003085136
## 10755 Mlph 0.168539520 0.403207300 0.287810800 -0.206529620
## 10756 Mlst8 -0.094920635 -0.099764826 -0.127789015 -0.012465001
## 10757 Mlx 0.000000000 -0.125410560 0.513143060 -0.050117493
## 10758 Mlxip -2.065865000 -2.013955600 -1.920700600 0.157250400
## 10759 Mlxipl -0.017823696 -0.009016037 0.081963540 -0.000078700
## 10760 Mlycd 0.000000000 0.080531600 1.087586900 -0.432925700
## 10761 Mmaa -0.051236153 0.667652600 0.082869050 -0.070839405
## 10762 Mmab -0.127738480 0.032332420 0.033708572 -0.251465800
## 10763 Mmachc 0.050413610 -0.091347694 -0.345568180 -0.458499430
## 10764 Mmadhc -0.182785990 -0.020670890 -0.143871300 -0.358796120
## 10765 Mmd 0.321093080 -0.239303590 -0.189332960 0.314792160
## 10766 Mmd2 -0.103563786 0.057797910 -0.043377876 -0.129648210
## 10767 Mme 0.049693108 -0.224099160 0.239167690 -0.290838720
## 10768 Mmel1 -0.069939140 -0.102227210 -0.013669968 0.093679430
## 10769 Mmgt1 0.437088000 0.533194540 -0.191660400 -0.400518900
## 10770 Mmgt2 0.000000000 0.312126640 0.746659300 0.142679690
## 10771 Mmp10 -0.009190083 0.094343660 -0.064297200 0.128168580
## 10772 Mmp11 -0.138515470 0.000000000 0.022333622 0.068362236
## 10773 Mmp12 0.175698280 0.007180214 -0.003897190 -0.092579365
## 10774 Mmp13 -0.014985085 0.043935776 -0.053962230 0.000000000
## 10775 Mmp14 -0.721448900 -0.945887570 -0.808626650 -0.525715800
## 10776 Mmp15 -0.226864340 0.418954850 -0.689110300 1.506840700
## 10777 Mmp16 -0.024817467 -0.161167140 -0.015417099 -0.177796360
## 10778 Mmp17 -0.071012020 0.002418995 0.135596750 0.144860740
## 10779 Mmp19 -0.157750600 -0.195294860 0.000000000 -0.066432000
## 10780 Mmp1a 0.027454376 -0.014929295 0.124964240 0.072188854
## 10781 Mmp1b -0.006605148 0.029952526 0.057151318 0.023388386
## 10782 Mmp2 -0.175837520 -0.225126740 0.051090717 0.122749805
## 10783 Mmp20 -0.009945869 0.065359590 0.263189800 -0.001884937
## 10784 Mmp21 -0.010063648 -0.072580814 0.119370460 -0.012725353
## 10785 Mmp23 0.000000000 -0.034244060 0.018145561 0.115587234
## 10786 Mmp24 0.064422132 -0.043882847 0.161494015 0.278229250
## 10787 Mmp25 0.455496300 0.636495600 0.152985100 0.053141594
## 10788 Mmp27 0.001291275 -0.181616780 -0.092442510 -0.030541420
## 10789 Mmp28 0.157212260 1.011556100 0.304313660 0.092505930
## 10790 Mmp3 -0.149605270 -0.049451828 0.013432026 0.088810920
## 10791 Mmp7 -0.037440300 -0.008401394 0.197350030 -0.007968903
## 10792 Mmp8 0.006333351 -0.104759690 -0.091670990 -0.051679610
## 10793 Mmp9 -0.047369003 0.000000000 -0.074662685 0.022420406
## 10794 Mmrn1 -0.046756268 -0.058477400 -0.113362790 0.064986706
## 10795 Mmrn2 -0.231247900 -0.076437950 0.000000000 0.237859730
## 10796 Mms19 0.164888860 -0.083385470 -0.163821700 -0.005833626
## 10797 Mms22l -0.066082954 -0.180564400 0.008187294 0.000000000
## 10798 Mn1 0.074642660 0.000000000 0.071738240 0.310050500
## 10799 Mnat1 0.308816900 0.168385500 0.441442500 0.000000000
## 10800 Mnd1 -0.546983700 -0.870286460 -0.045883656 -0.098787310
## 10801 Mnf1 0.184463500 0.221048360 0.418924330 -0.470495220
## 10802 Mns1 -0.544688200 -0.292222500 -0.507001400 0.148547650
## 10803 Mnt -0.123803616 -0.002441406 0.156608580 0.000819000
## 10804 Mnx1 0.052990913 0.038484573 0.122518540 0.035032272
## 10805 Moap1 0.033316612 0.000000000 0.369925500 -0.085660934
## 10806 Mob1a 0.081419945 0.098886490 0.453662870 -0.146582600
## 10807 Mob1b -0.202920910 -0.000151000 -0.252320300 0.048313140
## 10808 Mob2 0.193081860 1.026656200 0.463391780 0.202919960
## 10809 Mob3a 0.127546790 -0.001243115 -0.104234220 -0.257193100
## 10810 Mob3b 0.637808800 1.161786100 0.506987100 -0.093780520
## 10811 Mob3c -0.209108350 -0.272595400 -0.032751083 -0.023676395
## 10812 Mob4 0.308862700 -0.031864166 0.181164740 0.000000000
## 10813 Mobp 0.000000000 0.149058340 0.086118700 0.219423770
## 10814 Mocos -0.073751930 0.000000000 0.354054450 -0.152863030
## 10815 Mocs1 -0.169083120 -0.126535890 -0.044986725 -0.012365341
## 10816 Mocs2 0.221385000 0.324197770 0.282458300 -0.267512320
## 10817 Mocs3 -0.026589870 0.000000000 0.104610920 0.062759876
## 10818 Mog -0.003715992 -0.031728745 0.066478250 0.092097280
## 10819 Mogat1 -0.048875810 -0.056389810 0.001148224 0.136895180
## 10820 Mogat2 -0.147565840 -0.009346962 0.034662724 0.028266907
## 10821 Mogs -0.197403430 -0.207231520 -0.277780530 -0.111193660
## 10822 Mon1a 0.139098640 0.209926130 0.326501370 0.154948230
## 10823 Mon1b -0.161593910 0.080932140 -0.037726880 -0.176108360
## 10824 Mon2 0.446754460 0.204872130 0.364049900 -0.095302580
## 10825 Morc1 0.000000000 -0.025153160 0.000000000 -0.074306010
## 10826 Morc2a -0.205791470 -0.039181710 -0.314358700 -0.012581825
## 10827 Morc2b -0.035893917 0.023882866 -0.073045730 0.068974020
## 10828 Morc3 -0.207080840 0.037512780 -0.040922165 -0.203434940
## 10829 Morc4 0.276743400 0.042647360 0.010766029 0.049431800
## 10830 Morf4l1 -0.031623602 0.071139097 0.178063390 -0.302378653
## 10831 Morf4l2 0.000000000 -0.405592920 -0.151038170 -0.312629700
## 10832 Morn1 0.074487686 -0.001334667 0.194867610 0.204833510
## 10833 Morn2 -0.307042120 1.019832600 0.189774510 0.218075280
## 10834 Morn3 -0.059824467 0.206127170 -0.060751440 -0.028632640
## 10835 Morn4 0.000000000 -0.070896626 0.022224903 -0.005216122
## 10836 Morn5 -0.048238277 0.016085148 -0.005817890 0.074546814
## 10837 Mos 0.004684448 -0.127639300 0.048084260 -0.041946888
## 10838 Mospd1 1.036103200 1.309215500 1.225256900 0.164766310
## 10839 Mospd2 -0.300723080 -0.402709000 -0.539253230 0.000000000
## 10840 Mospd3 -0.038688660 -0.014438152 0.045996190 0.114817140
## 10841 Mospd4 0.062098026 0.042701244 -0.079051020 -0.017322063
## 10842 Mov10 -0.084309580 0.000000000 -0.185441500 0.003616333
## 10843 Mov10l1 -0.027199268 0.130761620 0.043914795 0.000000000
## 10844 Moxd1 -0.002643108 -0.045677662 0.139217380 0.080595020
## 10845 Moxd2 0.066792965 -0.065702440 -0.067842960 0.069602970
## 10846 Mpc1 0.375193350 0.464078905 0.105013610 -0.189520120
## 10847 Mpc2 -0.398061750 -0.392540930 -0.129707340 -0.780636800
## 10848 Mpdu1 0.325953960 -0.354293350 -0.019283295 -0.248963360
## 10849 Mpdz 0.000000000 -0.296405800 -0.410383220 0.865725500
## 10850 Mpeg1 -0.334426880 -0.187757490 0.522624970 0.000000000
## 10851 Mpg 0.000000000 0.359789850 0.081610680 0.179906370
## 10852 Mphosph10 0.167955400 0.220551490 0.284105300 -0.030887604
## 10853 Mphosph6 0.042210819 0.073327065 0.221303705 -0.067721127
## 10854 Mphosph9 0.034843920 -0.123896120 -0.001633167 -0.025069237
## 10855 Mpi -0.161147600 -0.060140133 0.112246990 0.000000000
## 10856 Mpl -0.016086102 0.092375755 0.032845020 -0.020054817
## 10857 Mplkip 0.131068230 0.050161360 -0.078705790 0.000000000
## 10858 Mpnd 0.278674130 0.252332700 0.381522180 -0.445970060
## 10859 Mpo 0.085330960 0.209865100 0.237485410 -0.053175450
## 10860 Mpp1 -0.341159340 -0.007261276 -0.572504500 0.242336270
## 10861 Mpp2 -0.018406868 -0.127912040 -0.100278854 0.362627030
## 10862 Mpp3 -0.125873570 -0.198011400 -0.028457642 0.314101220
## 10863 Mpp4 0.057810307 0.000000000 0.008217335 0.108773710
## 10864 Mpp5 0.571055400 0.312439920 0.575170500 0.248916630
## 10865 Mpp6 -1.221243400 -1.272368000 -0.834239000 -0.744509700
## 10866 Mpp7 1.173983350 0.695744750 0.208917860 -0.060695648
## 10867 Mppe1 -0.153806210 -0.043683052 0.000000000 -0.027601242
## 10868 Mpped1 -0.173126220 0.147979740 0.103746414 0.074874880
## 10869 Mpped2 0.245064260 0.917878600 0.735340100 1.148336900
## 10870 Mprip 0.351442340 0.344509120 0.751596450 0.486804000
## 10871 Mpst 0.010871410 0.041802883 0.055213450 0.000000000
## 10872 Mptx1 0.021800995 -0.154185300 -0.012322426 0.098992825
## 10873 Mpv17 0.074531555 -0.043109894 0.646546360 -0.063219070
## 10874 Mpv17l 0.038027287 0.064099310 -0.085195540 -0.227947240
## 10875 Mpv17l2 -0.219922070 -0.347102170 -0.030711174 0.050737380
## 10876 Mpz 0.055514812 -0.014467716 0.019844055 0.010849476
## 10877 Mpzl1 1.232288400 1.420464500 1.113282200 0.104592320
## 10878 Mpzl2 0.024238586 0.074354170 0.058368683 -0.018505573
## 10879 Mpzl3 0.045026780 0.264281270 -0.071252346 -0.025736809
## 10880 Mr1 0.496696000 0.099457264 -0.100750920 -0.167640210
## 10881 Mrap 0.041224957 -0.054582596 -0.176932330 0.001215458
## 10882 Mrap2 -0.038850307 0.033152103 0.359940530 -0.386499880
## 10883 Mras 0.278212550 0.337348700 0.209980963 -0.296419860
## 10884 Mrc1 -0.667311200 0.049985410 0.603497500 -0.726562000
## 10885 Mrc2 0.008963108 0.118040085 0.001300335 0.015618801
## 10886 Mre11a -0.080704690 -0.204515460 -0.929829600 -0.257673260
## 10887 Mreg -0.198253630 -0.133847710 -0.046291350 -0.014988422
## 10888 Mrfap1 -0.017631054 0.049838703 0.218437830 0.015980878
## 10889 Mrgbp -0.093655110 -0.129518990 -0.006800652 -0.028446198
## 10890 Mrgpra1 -0.032028200 -0.106363300 -0.051914692 0.078319070
## 10891 Mrgpra2a -0.078417780 -0.051781178 0.059095860 -0.014191151
## 10892 Mrgpra2b -0.154509070 -0.110853195 0.036643982 -0.076997280
## 10893 Mrgpra3 -0.135345940 -0.089151380 0.151240830 0.116575720
## 10894 Mrgpra4 -0.044401170 -0.012234688 -0.050235270 0.002896786
## 10895 Mrgpra6 0.035631180 0.000000000 0.054071426 -0.041133880
## 10896 Mrgpra9 -0.139515400 0.177574160 0.015330792 -0.097301480
## 10897 Mrgprb1 -0.134682660 0.015076637 0.041624070 0.071424010
## 10898 Mrgprb13 -0.050538063 0.096769330 0.049828530 -0.020373344
## 10899 Mrgprb2 0.019723892 -0.017532825 0.099318980 0.004366398
## 10900 Mrgprb3 -0.022586346 -0.144833560 -0.158609390 0.045434950
## 10901 Mrgprb4 0.056530952 -0.027506828 -0.049600124 -0.014667988
## 10902 Mrgprb5 0.083661556 -0.020843029 -0.055884838 -0.050657750
## 10903 Mrgprb8 0.049876690 0.029128075 0.038841248 0.003940105
## 10904 Mrgprd -0.022521973 0.010888100 -0.084832190 -0.009073257
## 10905 Mrgpre 0.139543060 0.105494500 0.328462600 0.364320280
## 10906 Mrgprf -0.104890820 0.019269466 0.022212029 0.206060410
## 10907 Mrgprg 0.004735947 -0.074555400 -0.017891884 0.076918600
## 10908 Mrgprh -0.059406280 0.000000000 0.150988100 -0.006610870
## 10909 Mrgprx1 -0.011140823 0.005841732 0.011041164 0.023176670
## 10910 Mrgprx2 0.039012432 -0.002861977 -0.047842026 0.022147179
## 10911 Mri1 0.089614390 -0.086326600 -0.003862858 -0.018026829
## 10912 Mrm1 0.020478248 -0.078387023 -0.022532463 -0.126691340
## 10913 Mro 0.035589695 -0.010212898 -0.090102196 -0.091573240
## 10914 Mroh1 0.135767460 -0.006333828 0.032500983 -0.128057963
## 10915 Mroh2a -0.178462030 -0.439579960 0.457807540 -0.180470940
## 10916 Mroh2b 0.002414703 0.031621456 -0.041717530 0.019991398
## 10917 Mroh3 0.000000000 -0.062573430 -0.013736725 0.033783913
## 10918 Mroh4 -0.041651250 -0.040193558 0.002283096 -0.091467380
## 10919 Mroh5 0.011878490 -0.003783465 -0.041507959 -0.078436375
## 10920 Mroh7 -0.026484490 0.003691196 -0.149542810 0.021355629
## 10921 Mroh8 0.003820419 0.038572310 -0.122508050 0.000000000
## 10922 Mroh9 0.000000000 -0.005498409 0.008654594 0.104310510
## 10923 Mrp63 -0.088541985 -0.182931420 0.110476494 -0.344425200
## 10924 Mrpl1 0.320383070 -0.093632220 0.516832350 0.434162620
## 10925 Mrpl10 -0.232458110 0.129687310 0.304106700 -0.003355026
## 10926 Mrpl11 0.259552960 0.069941520 0.944614400 -0.041742325
## 10927 Mrpl12 -0.335853580 -0.020597458 0.363297460 -0.095282555
## 10928 Mrpl13 0.372798440 0.596233840 0.712437150 -0.321655270
## 10929 Mrpl14 -0.112131596 0.230162620 0.037668705 0.000073900
## 10930 Mrpl15 -0.023067474 0.106616974 0.539130200 0.344089500
## 10931 Mrpl16 0.309278500 -0.005486488 0.654257800 -0.268603320
## 10932 Mrpl17 -0.006175041 -0.188380240 0.286285400 0.342970850
## 10933 Mrpl18 -0.311441660 0.038749218 0.044785500 -0.501216895
## 10934 Mrpl19 -0.330274100 -0.269258980 -0.273999700 0.000000000
## 10935 Mrpl2 -0.177263260 0.059890747 0.246693610 0.380078320
## 10936 Mrpl20 -0.075682640 0.000000000 0.423413750 -0.448501100
## 10937 Mrpl21 0.005962372 -0.099461555 0.166481970 -0.185363770
## 10938 Mrpl22 0.385056970 0.081903934 0.940192700 -0.790668000
## 10939 Mrpl23 -0.249221810 -0.492703440 0.028483391 -0.537152750
## 10940 Mrpl24 0.018520355 -0.043087006 0.233122830 0.276528360
## 10941 Mrpl27 -0.057423115 0.174047950 0.218566655 -0.095429900
## 10942 Mrpl28 0.142127990 0.104953766 0.096848010 0.004457951
## 10943 Mrpl3 0.083438870 -0.345318320 -0.381825450 0.118004320
## 10944 Mrpl30 -0.036104202 0.047722816 0.410871500 0.039500237
## 10945 Mrpl32 0.374535080 0.469207760 0.241225720 -0.060141087
## 10946 Mrpl33 0.011306763 -0.157828330 -0.161121370 0.015321732
## 10947 Mrpl34 -0.068625930 0.068902970 0.446574200 0.000000000
## 10948 Mrpl35 0.407333370 -0.036802770 0.147464750 0.392689230
## 10949 Mrpl36 0.000000000 -0.175588130 0.208095550 -0.592686200
## 10950 Mrpl37 0.027003288 -0.046704292 -0.407520770 -0.170481680
## 10951 Mrpl38 -0.017350674 -0.061234950 0.181973460 -0.114237310
## 10952 Mrpl39 0.424672130 -0.199597360 0.092866900 -0.070609090
## 10953 Mrpl4 -0.043714046 0.036674500 0.270327100 -0.229469780
## 10954 Mrpl40 -0.081751820 0.099288940 -0.290351400 0.000000000
## 10955 Mrpl41 0.282652855 -0.048676968 0.190454485 -0.344784745
## 10956 Mrpl42 0.349345200 0.348585130 0.230760570 -0.172365190
## 10957 Mrpl43 -0.127830030 0.006884098 0.246509550 -0.133270260
## 10958 Mrpl44 -0.010525703 0.079098700 0.052389145 0.000000000
## 10959 Mrpl45 0.017352104 0.301632880 -0.038506508 -0.093030930
## 10960 Mrpl46 0.076732635 0.272782330 -0.414218900 -0.310105320
## 10961 Mrpl47 0.013274193 -0.021212528 -0.247081040 -0.517171145
## 10962 Mrpl48 -0.192951680 0.283557890 0.116137983 0.240839005
## 10963 Mrpl49 -0.281123160 0.056636810 -0.072011950 -0.333642960
## 10964 Mrpl50 0.027440071 0.249682430 0.596152300 -0.963877700
## 10965 Mrpl51 -0.070503714 0.247089385 0.539432050 -0.080245970
## 10966 Mrpl52 0.034636497 -0.570944300 -0.122168540 -0.331075670
## 10967 Mrpl54 -0.055110930 -0.120683190 0.019401073 -0.010557652
## 10968 Mrpl55 -0.225983620 0.128453250 0.172716140 -0.275529860
## 10969 Mrpl9 -0.030926228 -0.175382140 0.229088780 -0.585635200
## 10970 Mrps10 -0.111553670 0.079566480 0.000000000 -0.377871500
## 10971 Mrps11 0.014003277 0.066555500 0.055722713 -0.219771390
## 10972 Mrps12 0.422147750 0.102131840 0.788218500 0.124344826
## 10973 Mrps14 -0.087152480 0.126217840 0.110995290 -0.192796700
## 10974 Mrps15 -0.150325300 -0.005852222 0.047458650 0.108165740
## 10975 Mrps16 0.103644370 0.014616013 -0.067380905 0.056576730
## 10976 Mrps17 0.170541760 0.000000000 0.366813660 -0.248379230
## 10977 Mrps18a -0.408160200 0.133918760 0.467246060 -0.494324680
## 10978 Mrps18b -0.540666600 -0.484841820 -0.006610394 -0.183532710
## 10979 Mrps18c -0.138999940 0.085983280 -0.075572970 -0.467395780
## 10980 Mrps2 -0.027772903 0.037990570 0.235929490 -0.050318718
## 10981 Mrps21 0.157327650 0.147208210 -0.047536850 -0.290368080
## 10982 Mrps22 0.214364050 -0.052770615 0.497734070 -0.589878100
## 10983 Mrps23 -0.564300540 0.257147800 -0.109063150 0.087224010
## 10984 Mrps24 0.147545810 0.000000000 0.846646300 0.040546417
## 10985 Mrps25 0.620244000 -0.215348240 -0.468960760 0.000000000
## 10986 Mrps26 0.202224730 0.239864350 -0.157427790 0.280014040
## 10987 Mrps27 -0.078803540 0.000000000 -0.089021680 0.092187405
## 10988 Mrps28 -0.038637160 -0.503177640 -0.977065560 -0.133891100
## 10989 Mrps30 -0.064062598 0.029561280 0.274747850 -0.010148049
## 10990 Mrps31 0.217615130 0.121021270 0.550541900 -0.019313335
## 10991 Mrps33 0.347030165 0.212008480 0.539260850 -0.364762780
## 10992 Mrps34 -0.272484780 -0.229308600 0.046661377 -0.066435814
## 10993 Mrps35 -0.103401184 0.156010630 0.324149600 0.000000000
## 10994 Mrps36 -0.195788385 -0.358392720 -0.093280552 -0.146327975
## 10995 Mrps5 0.362453475 0.230446100 0.300490382 0.037475349
## 10996 Mrps6 -0.174747940 -0.018868923 0.229566100 -0.293022630
## 10997 Mrps7 0.016026497 0.077539444 -0.044166565 -0.251995100
## 10998 Mrps9 0.052309036 0.228946690 -0.303958420 -0.038651466
## 10999 Mrrf -0.081765175 -0.485041625 -0.086417915 0.396229265
## 11000 Mrs2 -0.178421500 -0.119531630 0.452103600 0.095166210
## 11001 Mrto4 -0.370204450 -0.395986795 0.311597110 -0.098626134
## 11002 Mrvi1 -0.168619630 0.000000000 -0.046118736 0.105097770
## 11003 Ms4a1 -0.105973240 -0.129704480 -0.281796930 0.508240700
## 11004 Ms4a10 0.089996340 0.041219234 0.367440220 0.031020164
## 11005 Ms4a12 -0.114609240 0.000000000 0.174588680 0.102598190
## 11006 Ms4a13 0.012346745 0.022047520 -0.000004290 0.012346745
## 11007 Ms4a15 -0.029903889 0.118697640 0.178090570 0.009147167
## 11008 Ms4a2 0.020043850 -0.108711240 0.126496320 0.000000000
## 11009 Ms4a3 0.000000000 0.048449516 0.063009740 -0.097137930
## 11010 Ms4a4b -0.054764748 -0.100379944 0.000000000 0.010725975
## 11011 Ms4a4c -0.075813290 -0.179585460 0.030442715 -0.129658220
## 11012 Ms4a4d 0.021066189 -0.233472350 -0.274926200 0.000861000
## 11013 Ms4a5 -0.060600758 -0.032096386 -0.080292225 -0.035065650
## 11014 Ms4a6b 0.265062330 -0.493722920 -0.035117626 0.107749940
## 11015 Ms4a6c -0.039022446 -0.164833070 -0.131731030 0.083906650
## 11016 Ms4a6d -0.166166780 -0.177239900 0.060922146 -0.162535670
## 11017 Ms4a7 0.167589660 0.044906616 0.114322660 -0.020281315
## 11018 Ms4a8a -0.093881610 -0.197801590 -0.015971184 0.044744970
## 11019 Msantd1 -0.107777120 -0.036310196 -0.023431301 0.000000000
## 11020 Msantd2 0.502429960 0.333292960 -0.155970570 -0.040809630
## 11021 Msantd3 0.170683860 0.163654800 0.177619460 -0.034825800
## 11022 Msantd4 0.253759380 0.234690670 0.114686010 -0.006326675
## 11023 Msc -0.081162452 0.037320853 0.070954325 0.000267500
## 11024 Msgn1 0.105921270 -0.006452084 -0.002101421 0.108871460
## 11025 Msh2 0.072566986 0.015324593 0.069723130 -0.004298210
## 11026 Msh3 0.482508180 0.340368750 0.565003400 -0.180572030
## 11027 Msh4 -0.114003660 0.014216900 0.058517933 -0.080764770
## 11028 Msh5 -0.144239430 0.015055180 0.076782700 0.102989200
## 11029 Msh6 0.134619710 0.000000000 0.282829280 -0.405410770
## 11030 Msi1 -0.006957531 -0.056191444 -0.106915950 0.198474880
## 11031 Msi2 1.012152700 1.000946000 1.007375700 -0.518229500
## 11032 Msl1 0.150843860 0.040306092 0.150670770 0.010754108
## 11033 Msl2 0.053323746 -0.132726670 0.139981270 -0.121150970
## 11034 Msl3 -0.100135800 0.203597070 -0.142959600 -0.024191856
## 11035 Msl3l2 -0.013079643 -0.096230030 0.220837600 -0.069097040
## 11036 Msln -0.178818700 -0.096568110 0.133080960 -0.022383213
## 11037 Mslnl -0.040013790 0.084856985 0.240847828 0.008790017
## 11038 Msmb 0.050327778 0.033742428 0.132101540 0.016222000
## 11039 Msmp -0.359958650 0.003219605 -0.232118600 0.670851230
## 11040 Msn -0.249559400 -0.139457700 -0.004335403 0.168868060
## 11041 Msr1 -0.239061830 -0.236215110 -0.068648815 -0.192529680
## 11042 Msra -0.068486210 0.035250187 -0.076611520 0.121585370
## 11043 Msrb1 0.000000000 -0.039008617 0.486142160 -0.361875530
## 11044 Msrb2 0.409095300 0.707843300 0.855250840 0.015270710
## 11045 Msrb3 0.522822860 0.484233380 -0.186663150 0.000000000
## 11046 Mss51 -0.035999298 -0.198576930 -0.537789340 0.394848820
## 11047 Mst1 -0.026556492 -0.209038260 -0.043857574 0.170157910
## 11048 Mst1r 0.001725674 0.107791424 0.063531876 -0.123005870
## 11049 Mstn 0.000000000 0.000000000 0.032593727 -0.159153460
## 11050 Msto1 -0.135810850 0.372411730 0.370619770 0.196328160
## 11051 Msx1 -0.016675950 0.169615750 0.148873800 0.000000000
## 11052 Msx2 -0.027564526 -0.037385464 -0.065115450 -0.099284650
## 11053 Msx3 -0.194824700 0.327202320 -0.040688990 -0.092795850
## 11054 Mt1 2.064363500 1.206037500 0.275897980 -1.348596100
## 11055 Mt2 2.954412500 1.914675700 1.673222500 -0.882501100
## 11056 Mt3 0.030473232 -0.170472620 0.344056130 0.075752260
## 11057 Mt4 -0.050595284 0.000000000 -0.051386833 0.066196920
## 11058 Mta1 0.423963550 0.497112270 0.546360970 0.000000000
## 11059 Mta2 -0.028463125 0.029690743 0.164548158 -0.159312723
## 11060 Mta3 -0.118087770 -0.325037480 -0.349125400 0.063816070
## 11061 Mtag2 0.163948540 -0.145218370 -0.042927265 -0.024487019
## 11062 Mtap 0.548994540 0.501355650 0.308180330 -0.056255340
## 11063 Mtap7d3 -0.176471230 -0.157321930 -0.154896740 -0.166885380
## 11064 Mtbp 0.113213540 0.095361230 0.037697315 -0.306294920
## 11065 Mtch1 -0.171272280 -0.181042670 0.246253970 0.316107750
## 11066 Mtch2 0.023817060 -0.352423180 0.438407420 -0.116636755
## 11067 Mtcp1 0.302798270 -0.080203060 -0.069308280 0.209857460
## 11068 Mtdh -0.183201790 -0.311368000 -0.322824480 0.416251180
## 11069 Mterf -0.466135500 0.544956200 -1.381729100 0.606565500
## 11070 Mterfd1 0.135951040 0.061720848 0.451422700 0.028597832
## 11071 Mterfd2 0.073202130 0.309293750 0.045817852 -0.183069230
## 11072 Mterfd3 0.261646750 0.490724100 0.722012500 0.099431990
## 11073 Mtf1 0.397635460 0.037899017 0.089952470 -0.291542050
## 11074 Mtf2 -0.025652885 -0.009082794 0.337031360 -0.008028030
## 11075 Mtfmt -0.043111800 -0.231095310 0.372972000 0.503719800
## 11076 Mtfp1 -0.026126862 -0.109589580 0.000000000 -0.446757800
## 11077 Mtfr1 0.000000000 0.240492340 -0.668838000 -0.181419850
## 11078 Mtfr1l 0.457987800 0.148373600 0.275661470 -0.514472500
## 11079 Mtfr2 0.135723110 0.000000000 -0.212286470 -0.383173000
## 11080 Mtg1 0.312365060 0.431937220 0.438919540 0.175092220
## 11081 Mtg2 -0.006952763 0.149868970 0.241797920 0.127925400
## 11082 Mthfd1 -0.229795930 -0.257866860 -0.371211530 -0.062041283
## 11083 Mthfd1l 0.136713500 -0.112952710 0.064399240 -0.514719000
## 11084 Mthfd2 -0.344004630 -0.483940600 -0.208929540 -0.013746738
## 11085 Mthfd2l 0.098524330 -0.138189790 -0.211493015 0.654019100
## 11086 Mthfr -0.084146260 0.059551715 0.182992458 0.010210990
## 11087 Mthfs 0.767666800 -0.020493507 0.044311523 -0.354375840
## 11088 Mthfsd 0.054549217 0.096280575 -0.047170162 -0.193453790
## 11089 Mtif2 -0.126115800 0.090582850 0.214721680 -0.148897170
## 11090 Mtif3 -0.185491565 0.250275615 0.458828445 0.097770216
## 11091 Mtl5 0.051416397 -0.012159824 0.132217880 -0.060422420
## 11092 Mtm1 -0.160312650 0.000000000 -0.210601330 -0.256867400
## 11093 Mtmr1 0.406301980 -0.424254420 0.349720000 0.000000000
## 11094 Mtmr10 0.450062750 0.000000000 0.214837070 0.704299000
## 11095 Mtmr11 0.102869510 0.000000000 0.145426270 0.121042730
## 11096 Mtmr12 0.322677600 0.266792300 0.598113060 0.094447136
## 11097 Mtmr14 -0.325022700 -0.238168720 -0.135641100 0.413474080
## 11098 Mtmr2 0.215696330 0.077353480 0.216086390 0.000000000
## 11099 Mtmr3 0.022542000 0.060213090 -0.129912380 0.286333080
## 11100 Mtmr4 -0.520895000 -0.135635380 -0.338286400 0.000000000
## 11101 Mtmr6 0.706978800 0.823473000 0.579886440 0.094201090
## 11102 Mtmr7 0.004284382 0.006576061 -0.234289650 0.000000000
## 11103 Mtmr9 -0.003656387 0.647099000 0.714309700 0.003397465
## 11104 Mtnr1a 0.047947407 -0.075984000 0.002068520 -0.082565784
## 11105 Mtnr1b -0.103851795 -0.023930073 0.119085790 0.094326496
## 11106 Mto1 -0.174098010 0.000000000 -0.031198025 -0.014033794
## 11107 Mtor 0.117089270 0.137778280 0.264101980 -0.038259506
## 11108 Mtpap 0.791695600 0.709815000 1.037589100 0.088682175
## 11109 Mtpn 0.064889910 0.029613495 0.155972480 -0.054617880
## 11110 Mtr 0.004762650 0.403138160 0.000000000 -0.009873867
## 11111 Mtrf1 0.212174420 -0.001406670 -0.210283280 -0.129912850
## 11112 Mtrf1l 0.626502040 0.466440200 0.451678280 -0.267951970
## 11113 Mtrr 0.565799700 0.250276100 -0.534886840 0.022000790
## 11114 Mtss1 0.361004830 0.504854200 0.380910870 0.678801540
## 11115 Mtss1l -0.209344860 -0.179087640 -0.172223090 0.339208130
## 11116 Mttp -0.021988869 -0.015402317 -0.096948150 0.000041000
## 11117 Mtus1 1.063513800 1.120303200 1.090973900 0.000000000
## 11118 Mtus2 -0.006393433 0.085992810 0.024922370 0.198079590
## 11119 Mtx1 -0.499527930 -0.254504680 0.325367930 -0.029401302
## 11120 Mtx2 -0.185102460 0.066497800 0.001971245 0.000000000
## 11121 Mtx3 0.000000000 0.236346720 -0.700876700 -0.361699100
## 11122 Muc1 -0.179998870 -0.026796818 -0.246506690 0.389817240
## 11123 Muc13 -0.098040580 0.005909920 -0.017479897 -0.040053368
## 11124 Muc15 0.000561000 0.103164670 -0.042668820 0.059605120
## 11125 Muc19 0.092547180 -0.135478500 -0.152740080 -0.007885455
## 11126 Muc2 0.048419952 -0.005322933 -0.002100945 0.040600300
## 11127 Muc20 0.047978400 -0.052027702 0.002018929 -0.232431890
## 11128 Muc3 0.000000000 -0.024545670 0.000000000 0.000000000
## 11129 Muc4 -0.038861275 -0.094939230 -0.014105320 -0.043711662
## 11130 Muc5ac 0.070915220 -0.016550540 0.064540860 -0.016550540
## 11131 Muc5b 0.041205883 -0.077948090 0.000987000 0.049654484
## 11132 Muc6 -0.047250270 -0.054482937 -0.084568980 0.021605015
## 11133 Mucl1 0.000000000 0.024276733 0.135099890 -0.038754463
## 11134 Mug1 -0.061690330 0.103102684 0.119949340 0.023724080
## 11135 Mug2 0.066523553 -0.049866916 0.064573290 -0.000991345
## 11136 Mug-ps1 0.050866842 0.048058033 0.002959252 -0.160586125
## 11137 Mul1 -0.044393540 1.172284100 0.007568836 -0.257716180
## 11138 Mum1 0.024140835 -0.017400742 0.294250000 -0.134585380
## 11139 Mum1l1 0.345706460 0.209282880 0.241636280 -0.029756070
## 11140 Mup1 -0.050871850 0.027151108 0.061350346 -0.005958557
## 11141 Mup11 -0.024365902 0.009983063 0.006330490 -0.006115913
## 11142 Mup2 -0.035170555 0.009322564 0.007544120 0.009936533
## 11143 Mup20 -0.094071390 -0.021605015 0.026837349 0.000000000
## 11144 Mup21 0.010334492 -0.026225567 0.012174130 0.000000000
## 11145 Mup3 -0.076818466 -0.033827780 -0.048904420 0.000000000
## 11146 Mup4 0.000469000 0.001278400 0.076337814 -0.089431760
## 11147 Mup5 -0.085689070 0.003766060 0.093056680 -0.038001060
## 11148 Mup7 -0.042633057 -0.010140419 -0.008471012 0.005909920
## 11149 Murc 2.114407000 2.012398200 0.404593940 -0.095843790
## 11150 Mus81 0.000000000 0.208611010 -0.177276130 0.128487590
## 11151 Musk -0.016262531 -0.053657055 0.021477700 -0.181642060
## 11152 Mustn1 -0.646265500 -0.934729600 0.096685410 0.825113300
## 11153 Mut 0.015677452 0.045147896 -0.283307080 0.412624360
## 11154 Mutyh 0.139349460 0.117309570 0.054265500 0.152081490
## 11155 Mvb12a -0.329577450 0.097033500 0.040211200 0.006886005
## 11156 Mvb12b -0.397255900 -0.226809500 -0.460170750 0.180629250
## 11157 Mvd -0.064219475 0.221677300 -0.091875550 -0.273518560
## 11158 Mvk 0.243645190 0.029597760 0.130565170 -0.003482819
## 11159 Mvp -0.224357600 -0.066931725 0.320597650 0.163687700
## 11160 Mx1 -0.057992935 -0.017452240 -0.058266163 0.052739143
## 11161 Mx2 0.371229170 -0.116912840 -0.889396670 0.580740900
## 11162 Mxd1 0.237171650 -0.067898750 0.171038150 0.000000000
## 11163 Mxd3 -0.118785380 0.000000000 0.046044827 -0.093322754
## 11164 Mxd4 -0.098949430 0.128068920 0.391850470 0.454984660
## 11165 Mxi1 0.552196025 0.631345280 0.170042039 0.499851705
## 11166 Mxra7 0.253031730 0.847217560 0.102949140 0.257974620
## 11167 Mxra8 -0.252935650 -0.109140875 -0.042185785 -0.122626780
## 11168 Myadm -0.464036000 -0.453151700 -0.110948560 1.573842000
## 11169 Myadml2 0.090518475 0.017092228 0.204362870 0.022252560
## 11170 Myb 0.015604973 0.024185658 -0.053917408 -0.041403770
## 11171 Mybbp1a -0.096187590 0.080778120 0.308302880 -0.007008553
## 11172 Mybl1 0.295462130 0.000000000 0.011037827 0.693820000
## 11173 Mybl2 -0.001308441 0.000000000 0.257231700 -0.100966930
## 11174 Mybpc1 -0.133085250 0.024796963 0.044673920 -0.064888000
## 11175 Mybpc2 0.038393497 -0.023147583 0.020557880 -0.097355840
## 11176 Mybpc3 -0.201630120 -0.102444650 0.125833510 -0.043855667
## 11177 Mybph -0.216099260 -0.099521640 -0.014073849 0.109700680
## 11178 Mybphl 0.073350431 0.035239935 0.049949649 -0.222595215
## 11179 Myc -0.759639740 -0.617468830 -0.228305820 -0.847685340
## 11180 Mycbp 0.294024940 -0.389857770 -0.042823790 -0.118828300
## 11181 Mycbp2 0.000000000 -0.178336140 -0.216858860 0.126553540
## 11182 Mycbpap 0.114652160 0.028337955 -0.070634365 -0.106151580
## 11183 Mycl 0.174368380 0.208944320 0.341882230 -0.077234745
## 11184 Mycn -0.316905500 0.264375200 -0.302376270 0.291479600
## 11185 Mycs 0.193715100 0.239024640 0.144714360 0.026638031
## 11186 Myct1 -1.643298100 -1.075838600 -0.588190100 0.912767400
## 11187 Myd88 -0.153352740 0.407102580 0.000000000 -0.801370140
## 11188 Myef2 0.083151344 -0.153562313 -0.000690937 -0.091620920
## 11189 Myeov2 0.038044930 0.065544130 0.236490250 -0.253792760
## 11190 Myf5 0.034629345 -0.001890183 0.013127327 0.000000000
## 11191 Myf6 -0.081487656 0.050879955 0.035808563 0.155042650
## 11192 Myg1 -0.241113190 0.152189250 -0.138206000 0.117339134
## 11193 Myh1 0.109986305 0.130474570 -0.101823810 0.020660400
## 11194 Myh10 0.659383800 0.948715200 0.648979200 0.835525500
## 11195 Myh11 -0.561710360 -0.141130450 -0.462625030 0.237032890
## 11196 Myh13 -0.056354046 -0.074910164 0.032316685 -0.037018300
## 11197 Myh14 -0.066790580 0.154837130 0.270029540 0.160490510
## 11198 Myh15 -0.044005394 -0.112416270 0.003796578 -0.017640114
## 11199 Myh2 -0.075839520 0.199510100 0.277428150 0.000000000
## 11200 Myh3 0.086325645 0.032899857 -0.175961020 0.000000000
## 11201 Myh4 0.063135624 0.059439182 0.200730320 0.113637924
## 11202 Myh6 -0.014972210 0.085505486 0.144809250 0.909721400
## 11203 Myh7 -0.020686388 -0.063802958 -0.024186612 0.163691760
## 11204 Myh7b 0.076182840 -0.025812149 0.120228770 -0.266498100
## 11205 Myh8 0.030629158 -0.001281738 -0.255734920 0.068413734
## 11206 Myh9 0.388237956 0.351465700 0.190370570 0.112816810
## 11207 Myl1 -0.033647537 -0.036217690 -0.001382828 0.038955690
## 11208 Myl10 0.052154064 0.178908820 0.107816696 -0.080924510
## 11209 Myl12a 0.214549060 0.192423820 0.165318490 -0.035858154
## 11210 Myl12b 0.175901410 0.251340870 0.212762830 0.002952576
## 11211 Myl2 -0.057555200 0.024672031 -0.004769802 3.478481800
## 11212 Myl3 -0.060799600 -0.166422840 0.069891930 1.395512600
## 11213 Myl4 0.000000000 0.577824600 0.041945934 0.139437680
## 11214 Myl6 0.098129114 0.297284918 0.240405718 0.038142263
## 11215 Myl6b 0.015232563 -0.015673160 0.308948040 0.041376590
## 11216 Myl7 0.031441210 -0.010896206 0.147734170 0.592592700
## 11217 Myl9 -0.597706800 -0.426054000 -0.209446430 0.134755130
## 11218 Mylip -1.147075700 -0.550193800 -0.696870800 0.305130960
## 11219 Mylk -0.348320000 -0.374138830 -0.296587000 0.025508880
## 11220 Mylk2 0.016140461 -0.004064083 0.033449173 -0.010447502
## 11221 Mylk3 -0.074425700 0.005386829 0.078975200 0.224223140
## 11222 Mylk4 -0.008479118 -0.139356610 0.010884285 0.070497990
## 11223 Mylpf 0.854162700 1.583047400 1.131863100 0.349346160
## 11224 Mynn 0.444984440 0.442542080 0.745015140 -0.143781660
## 11225 Myo10 0.894514100 1.134231600 1.061225900 1.784078600
## 11226 Myo15 -0.038441180 0.075283530 0.012801647 0.104149820
## 11227 Myo16 -0.088763714 -0.056797980 0.054335117 -0.228373050
## 11228 Myo18a -0.132180690 0.011096001 -0.001915455 1.057818900
## 11229 Myo18b -0.005235529 0.018554735 0.028853172 0.083092666
## 11230 Myo19 -0.237776760 -0.012462616 -0.023312092 -0.154681200
## 11231 Myo1a -0.116751670 0.105728150 0.113514420 0.000000000
## 11232 Myo1b 0.642225270 0.931848500 1.100717500 1.373615300
## 11233 Myo1c -0.208206180 0.080199240 0.386405940 0.415999400
## 11234 Myo1d 0.578383450 0.762280000 0.617215630 0.691829200
## 11235 Myo1e 0.126501080 0.188213350 0.114802360 0.239240650
## 11236 Myo1f -0.266844270 -0.084215164 0.221724030 -0.083186630
## 11237 Myo1g -0.312485220 -0.111649040 -0.300746920 0.018963337
## 11238 Myo1h 0.012887001 0.101253510 0.012406826 -0.145040510
## 11239 Myo3a -0.051862717 0.013287067 0.024909973 0.006896019
## 11240 Myo3b 0.057955265 0.009083271 -0.016941070 -0.008161545
## 11241 Myo5a -1.194897700 -0.971814630 -0.439865600 -0.735736850
## 11242 Myo5b -0.103137490 0.008789539 -0.211807730 -0.241253850
## 11243 Myo5c -0.013650894 -0.013277054 0.000000000 -0.122589590
## 11244 Myo6 0.000000000 0.019844055 0.066504480 0.508894900
## 11245 Myo7a -0.387310980 -0.550119400 -0.459731580 0.265176770
## 11246 Myo7b 0.048254967 0.029509544 0.086056230 0.101909640
## 11247 Myo9a 0.333624875 0.314701850 -0.578884230 -0.204246928
## 11248 Myo9b -0.158197400 0.000000000 -0.361222740 0.181754110
## 11249 Myoc -0.002032995 -0.079323768 0.001494170 -0.021179199
## 11250 Myocd 0.006373882 -0.060471535 -0.006339073 0.148227690
## 11251 Myod1 0.015810013 0.217844490 0.004896164 0.288747300
## 11252 Myof 1.263984700 1.024202300 1.459007300 -1.269733900
## 11253 Myog -0.015309811 0.054007053 0.102404120 0.014614582
## 11254 Myom1 -0.332573400 -0.278943060 -0.033117294 0.050624847
## 11255 Myom2 -0.097903250 0.000000000 0.320150850 -0.037997723
## 11256 Myom3 -0.072687626 0.002565384 -0.007047653 -0.136974330
## 11257 Myot -0.026515007 -0.013847351 0.216148380 -0.060854435
## 11258 Myoz1 -0.099651340 -0.026757240 0.036207200 0.090442180
## 11259 Myoz2 -0.024212360 0.007605553 0.218392850 0.275382520
## 11260 Myoz3 -0.075869560 0.102961060 -0.032642840 -0.012470722
## 11261 Mypn 0.055694580 0.011584282 0.070493220 -0.017612934
## 11262 Mypop -0.068457366 0.049389125 0.208515645 0.076777700
## 11263 Myrf -0.143868920 0.035386562 -0.056335926 0.000000000
## 11264 Myrfl -0.042587280 -0.023658752 -0.021788120 -0.084093094
## 11265 Myrip 0.388466360 0.855535500 0.462413300 -0.112398150
## 11266 Mysm1 0.162739750 0.439747800 -0.067333220 0.079300880
## 11267 Myt1 0.101938250 0.064066890 -0.034482002 -0.017180920
## 11268 Myt1l 0.002810955 -0.001136303 0.134497640 -0.066778660
## 11269 Myzap -0.324786660 -0.404786100 -0.408314230 2.042042300
## 11270 Mzb1 -0.029744148 0.000000000 0.080058100 0.040468693
## 11271 Mzf1 -0.007482052 0.154317860 0.222506050 0.113455296
## 11272 Mzt1 -0.015586380 0.010998250 -0.047058105 0.032179360
## 11273 Mzt2 0.453590400 -0.412994380 0.104176520 -0.268212320
## 11274 N28178 -0.026123047 -0.001082420 -0.021695614 -0.092946530
## 11275 N4bp1 -0.136467930 0.129887580 0.351121900 0.379053120
## 11276 N4bp2 -0.007314205 0.000000000 -0.077565670 -0.298635000
## 11277 N4bp2l1 -0.056331158 0.151670460 -0.130134580 -0.223724840
## 11278 N4bp2l2 0.292386050 0.094811440 0.187310220 0.037072180
## 11279 N4bp3 0.021481037 0.202608590 0.080303190 0.178506370
## 11280 N6amt1 -0.141231540 0.208972450 0.729437350 -0.167461870
## 11281 N6amt2 -0.317131520 -0.270504000 0.359926220 -0.632566900
## 11282 Naa10 -0.107647420 -0.057541370 0.631538870 0.185292720
## 11283 Naa11 -0.014163017 -0.014172554 -0.121325970 0.088241580
## 11284 Naa15 -0.006775856 -0.292726520 -0.221151350 -0.155427930
## 11285 Naa16 0.563676830 -0.176949980 -0.020781517 0.091603280
## 11286 Naa20 0.079091070 -0.428691630 -0.162457945 0.018885135
## 11287 Naa25 -0.157071590 0.007712364 0.137562750 -0.296600340
## 11288 Naa30 0.241830830 0.380182270 0.140189170 0.065213200
## 11289 Naa35 0.435931200 0.720203400 0.701308250 0.317566870
## 11290 Naa38 0.241656300 0.171055800 -0.195067400 -0.068964005
## 11291 Naa40 -0.158929350 0.000000000 0.019486904 -0.089076040
## 11292 Naa50 -0.112341880 0.091439250 0.266402240 -0.277391430
## 11293 Naa60 0.026045800 -0.241920470 0.539782500 0.497851370
## 11294 Naaa 0.000000000 -0.201253410 -0.429232600 -0.092766760
## 11295 Naalad2 0.327949520 0.317545400 0.097420690 0.696300500
## 11296 Naaladl1 0.001708984 0.060914040 -0.005747318 0.024459362
## 11297 Naaladl2 1.602557700 0.128997800 -0.071642400 -0.178893090
## 11298 Nab1 0.147995000 0.395512580 0.117376330 0.221858980
## 11299 Nab2 0.097028255 -0.060125828 -0.085551740 -0.144702430
## 11300 Nabp1 -0.689421650 -1.021153500 -1.384905800 -1.067528700
## 11301 Nabp2 0.377455700 0.058854103 0.435692800 0.402920720
## 11302 Naca 0.073897838 0.168358800 0.142836092 -0.062426090
## 11303 Nacad -0.114770890 0.033647537 0.113649845 0.132945540
## 11304 Nacc1 0.194646360 0.536190035 0.497097480 -0.430132390
## 11305 Nacc2 0.259433750 0.144981380 0.109606266 -0.308145520
## 11306 Nadk -0.046050070 -0.078824040 -0.081755640 -0.041255950
## 11307 Nadk2 -0.310850620 0.179199220 -0.152588840 -0.496715550
## 11308 Nadsyn1 0.013009548 -0.029561043 0.232167240 0.198967460
## 11309 Nae1 0.000000000 0.003396988 -0.143958090 0.321805000
## 11310 Naf1 0.088700294 0.271610260 0.370593550 -0.446752550
## 11311 Naga -0.336403370 -0.067240715 -0.029459000 0.002257347
## 11312 Nagk -0.304429530 0.000000000 0.989136700 -0.252766600
## 11313 Naglu -0.251160620 -0.029851913 0.248779770 0.000000000
## 11314 Nagpa -0.057921886 -0.109141350 0.050395012 -0.116435530
## 11315 Nags -0.080367090 0.035488605 0.122137550 -0.090200424
## 11316 Naif1 -0.047826767 -0.002453804 -0.197042940 -0.126724240
## 11317 Naip1 -0.096620560 -0.170614720 -0.219370370 0.016747952
## 11318 Naip2 -0.608758000 -0.368277070 -0.409285550 -0.282914160
## 11319 Naip3 0.094683170 0.000000000 -0.072102070 0.191224100
## 11320 Naip5 -0.390395640 -0.544275760 -0.362420080 0.007579327
## 11321 Naip6 -0.095309734 -0.229959960 -0.032309055 0.201763630
## 11322 Nalcn 0.000000000 0.094250200 -0.039967537 -0.083485600
## 11323 Nampt 1.657661400 1.831357000 1.737438200 0.095074650
## 11324 Nanog -0.044747830 -0.094302180 0.106152534 0.044349670
## 11325 Nanos1 0.792395600 1.387461700 1.238864000 -0.226442810
## 11326 Nanos2 0.037286760 0.051251890 -0.133931640 -0.075592520
## 11327 Nanos3 0.005057335 -0.057691574 -0.053419590 -0.085402490
## 11328 Nanp -0.951432700 -0.056714772 0.270409585 -0.441823010
## 11329 Nans -0.571128370 -0.199126240 0.460215100 -0.272643570
## 11330 Nap1l1 0.163627620 0.099809650 -0.035303116 -0.230427740
## 11331 Nap1l2 0.067211630 -0.001270294 0.063758850 0.000000000
## 11332 Nap1l3 1.306085100 1.229597600 1.819736000 0.477011680
## 11333 Nap1l4 0.143314360 -0.318402300 -0.096944810 -0.019329071
## 11334 Nap1l5 0.130058770 0.201123240 0.035666943 0.316605570
## 11335 Napa -0.094186780 0.000000000 -0.296920780 -0.386399270
## 11336 Napb 0.016123772 0.457059860 -0.357389450 0.019208908
## 11337 Napepld 1.656044500 2.170556000 1.537088900 -0.186450480
## 11338 Napg 0.068818090 -0.222802640 -0.076185230 0.324765200
## 11339 Naprt1 -0.072753430 0.164779660 0.541046600 0.247519020
## 11340 Napsa 0.003321171 0.000000000 -0.029873371 -0.052572250
## 11341 Narf -0.200193400 0.064366820 0.021755219 0.075444700
## 11342 Narfl 0.044559956 0.059197903 0.436066150 -0.056030273
## 11343 Narg2 0.475275040 0.404274940 0.277731900 0.000000000
## 11344 Nars -0.039810180 -0.116442680 -0.040226936 -0.149993900
## 11345 Nars2 0.066997530 -0.368054870 -0.483968730 0.454278950
## 11346 Nasp -0.124178412 -0.189259520 0.179936410 -0.464176175
## 11347 Nat1 -0.047614098 0.194803240 0.397295950 0.096890450
## 11348 Nat10 -0.351497170 -0.546435360 -0.310164450 0.138746260
## 11349 Nat14 0.200852400 -0.011844635 0.071107390 -0.085879326
## 11350 Nat2 -0.103363040 -0.003129005 0.083008766 -0.339133260
## 11351 Nat3 -0.038869380 0.016087532 0.063094616 0.024779797
## 11352 Nat6 0.649299600 0.282455920 0.976914900 0.170116420
## 11353 Nat8 0.072202680 -0.069007870 -0.025597572 -0.157762050
## 11354 Nat8l -0.136136530 0.000000000 0.136238570 0.006045818
## 11355 Nat9 0.237191200 0.062643050 0.309815400 0.144934650
## 11356 Nav1 0.145039790 0.175717120 0.211898093 0.715832250
## 11357 Nav2 0.454038140 0.327043530 0.416921620 -0.005811214
## 11358 Nav3 -0.039570810 -0.070454120 0.025687695 3.417910600
## 11359 Nbas 0.141635893 0.195985000 0.104750950 0.208198070
## 11360 Nbea 0.020135880 -0.004896164 -0.597145100 0.462251660
## 11361 Nbeal1 0.620129580 0.392131325 0.169862746 1.021308400
## 11362 Nbeal2 0.144336220 0.194315430 0.078649044 0.279425620
## 11363 Nbl1 0.028116703 -0.046074867 -0.152812000 -0.298655030
## 11364 Nbn -0.036281110 -0.045029875 0.155847310 0.310197590
## 11365 Nbr1 0.019171715 0.198784830 -0.076235770 -0.151623730
## 11366 Ncald -0.311831470 -0.009121895 -0.105855940 0.293608670
## 11367 Ncam1 -0.085444929 -0.292603255 -0.113875390 0.074330567
## 11368 Ncam2 0.066287994 0.020598888 0.136412620 -0.117909430
## 11369 Ncan 0.163145070 0.045864582 0.071579460 0.020187378
## 11370 Ncapd2 -0.280426500 0.192379950 -0.131147860 -0.119339466
## 11371 Ncapd3 -0.033764840 -0.393784050 -0.498736860 0.078818800
## 11372 Ncapg -0.432129380 -0.538249500 -0.607519150 -0.081634045
## 11373 Ncapg2 -0.597317700 -0.653075700 -0.653429500 -0.294195650
## 11374 Ncaph 0.448079600 0.597613330 0.218335150 -0.499212270
## 11375 Ncaph2 0.077595234 -0.016273022 0.043158530 0.119860650
## 11376 Ncbp1 -0.078389170 0.046235085 -0.200959680 0.162432200
## 11377 Ncbp2 -0.259025570 0.117894170 0.000000000 -0.100571630
## 11378 Nccrp1 0.035212040 0.082389355 0.003597260 0.000604000
## 11379 Ncdn -0.111807820 0.087756634 0.216803550 -0.085138800
## 11380 Nceh1 0.330086230 0.000000000 0.404372220 -0.772296400
## 11381 Ncf1 -0.132375720 0.059480667 0.088708880 -0.235141750
## 11382 Ncf2 -0.102613450 -0.159936665 -0.088398455 0.267355920
## 11383 Ncf4 -0.139065740 -0.343630800 -0.110219480 0.046681880
## 11384 Nck1 -0.072458270 -0.069115640 -0.094739914 0.262080200
## 11385 Nck2 0.175016180 0.087351320 0.177098755 0.394081835
## 11386 Nckap1 0.379115100 0.184382440 0.000000000 0.070585250
## 11387 Nckap1l -0.047321796 -0.157664780 -0.168304920 0.000000000
## 11388 Nckap5 0.725882054 0.190867899 0.219459535 -0.038875820
## 11389 Nckap5l 0.071644306 0.020029545 -0.106395720 0.232159140
## 11390 Nckipsd -0.129408360 -0.085413930 -0.153163910 -0.006508827
## 11391 Ncl -0.010773659 0.030657053 -0.231548305 -0.095328570
## 11392 Ncln 0.079715250 -0.018386840 -0.058893204 0.158192160
## 11393 Ncmap 0.051213740 0.091915130 0.114883420 0.079226970
## 11394 Ncoa1 1.059604600 0.709366800 0.525842670 -0.154486180
## 11395 Ncoa2 -0.019092560 -0.058972360 0.008569717 0.089485170
## 11396 Ncoa3 -0.281597140 -0.154870990 -0.704251300 0.000000000
## 11397 Ncoa4 0.541395660 0.709395415 0.430644510 -0.398433685
## 11398 Ncoa5 0.182716370 0.117957115 -0.054130554 0.094077110
## 11399 Ncoa6 -0.005346298 -0.006093025 -0.218664170 0.241488460
## 11400 Ncoa7 0.005925179 -0.348409650 -0.357152940 -0.192322730
## 11401 Ncor1 0.098695755 0.033053398 -0.006613731 0.225042340
## 11402 Ncor2 0.063126564 0.276556020 0.187562940 0.036935806
## 11403 Ncr1 0.113681320 -0.106111530 0.038312912 -0.122137550
## 11404 Ncrna00085 0.213085170 -0.270761970 -0.025874138 0.600483900
## 11405 Ncrna00086 -0.309264660 0.086643220 -0.048653603 -0.180793760
## 11406 Ncs1 -0.116663930 0.108583450 0.056810856 -0.135129450
## 11407 Ncstn 0.019049644 0.161400800 0.097163200 -0.040088654
## 11408 Ndc1 0.052072525 -0.079236510 -0.065331460 -0.087770940
## 11409 Ndc80 0.181883810 -0.438279150 -0.109407900 0.000000000
## 11410 Nde1 0.078112600 0.430097580 0.186063770 0.466831200
## 11411 Ndel1 -0.330085750 -0.617421150 -0.739711760 1.008563000
## 11412 Ndfip1 0.210497860 0.061295510 0.042651176 -0.264684680
## 11413 Ndfip2 -0.081750870 0.071406364 -0.362419130 -0.028094292
## 11414 Ndn -0.022050858 0.510475640 -0.480393400 0.318163870
## 11415 Ndnf 3.506390600 3.365204800 4.020619400 -0.081462380
## 11416 Ndnl2 0.228227140 -0.240568640 0.366051200 -0.084961414
## 11417 Ndor1 0.003973484 -0.013409615 -0.088142870 -0.372483250
## 11418 Ndp 0.006692886 -0.098218920 -0.065200806 0.034508705
## 11419 Ndrg1 1.801506000 1.693206800 1.286315000 0.414869300
## 11420 Ndrg2 0.063479420 -0.694781800 -0.470227240 -0.115560055
## 11421 Ndrg3 0.381348600 0.385377880 0.396006580 0.000000000
## 11422 Ndrg4 -0.116517544 0.022157192 0.024534702 -0.005389214
## 11423 Ndst1 0.023980140 -0.056262016 0.339215280 -0.033319473
## 11424 Ndst2 -0.116736890 0.585335730 0.332612500 -0.015359402
## 11425 Ndst3 0.036252500 0.090888020 0.003901005 0.020760536
## 11426 Ndst4 0.269680980 -0.006957531 -0.125590320 0.189087390
## 11427 Ndufa1 -0.164007190 -0.037843704 0.337720870 -0.667301200
## 11428 Ndufa10 0.000000000 -0.047463417 0.028800010 -0.069533350
## 11429 Ndufa11 -0.099467278 0.214000225 0.273336410 -0.303199765
## 11430 Ndufa12 -0.124121666 0.027194977 -0.583039300 -0.333098400
## 11431 Ndufa13 -0.133380890 0.000000000 0.260768900 -0.002387047
## 11432 Ndufa2 -0.102733610 0.124606130 0.253240600 -0.072052000
## 11433 Ndufa3 0.016359330 0.153976440 0.279153820 -0.037742615
## 11434 Ndufa4 0.000000000 0.122159004 0.031012535 -0.015651703
## 11435 Ndufa4l2 -0.008843899 0.340984340 -0.002270699 0.074001310
## 11436 Ndufa5 -0.001755714 0.140562060 -0.244165420 0.019719124
## 11437 Ndufa6 0.210185050 0.185481070 0.549997300 0.155609130
## 11438 Ndufa7 1.290087200 1.159469100 0.995276900 -0.080959800
## 11439 Ndufa8 -0.033453940 0.992527000 0.289409640 0.159072880
## 11440 Ndufa9 -0.102877620 0.067213060 -0.015297890 -0.435510640
## 11441 Ndufab1 -0.243186475 0.150677680 -0.100873470 0.135368825
## 11442 Ndufaf1 0.000000000 0.710091600 0.051015854 0.027548790
## 11443 Ndufaf2 -0.249158860 0.026246070 0.167222980 -0.247516630
## 11444 Ndufaf3 0.316807750 0.431119920 0.473384860 0.045429230
## 11445 Ndufaf4 -0.006175995 0.146830560 0.300185200 -0.282882700
## 11446 Ndufaf5 -0.118421555 -0.049988747 -0.298040870 0.182784080
## 11447 Ndufaf6 0.185197830 0.605893600 0.270826820 0.344467160
## 11448 Ndufaf7 1.584240900 1.196811700 1.175583800 -0.346231940
## 11449 Ndufb10 0.159759520 0.170530320 -0.354183200 0.101450920
## 11450 Ndufb11 0.039362430 0.202886100 0.097206590 0.016784190
## 11451 Ndufb2 0.450870040 0.001574040 -0.044415950 -0.178017140
## 11452 Ndufb3 0.077481270 -0.015094757 0.406282420 -0.217226500
## 11453 Ndufb4 0.185387615 0.299803250 0.359989165 -0.114858150
## 11454 Ndufb5 0.012376308 0.072163582 0.085108521 -0.118107796
## 11455 Ndufb6 0.108647350 -0.232889180 0.232957840 -0.582338330
## 11456 Ndufb7 -0.164196010 0.193007470 0.043248177 -0.028910637
## 11457 Ndufb8 -0.063729286 -0.019596100 -0.118375780 -0.674079900
## 11458 Ndufb9 -0.284509660 -0.003463745 0.029429436 0.029899597
## 11459 Ndufc1 0.339452265 -0.202698230 0.584695330 0.024529696
## 11460 Ndufc2 0.000000000 -0.216305730 0.247433660 -0.224116330
## 11461 Ndufs1 0.000000000 -0.006966591 -0.912417400 -0.214509960
## 11462 Ndufs2 -0.123081210 0.000000000 0.064751625 0.174814220
## 11463 Ndufs3 0.087471485 0.036188126 -0.173231605 0.103797435
## 11464 Ndufs4 0.002407074 -0.055892944 0.190474510 -0.499654770
## 11465 Ndufs5 0.072643758 0.345111840 0.161163332 0.468572610
## 11466 Ndufs6 0.076526640 0.269128800 0.120963100 -0.184419630
## 11467 Ndufs7 0.281440730 0.177021030 0.164454460 0.197027200
## 11468 Ndufs8 -0.018857002 0.000000000 0.267112730 -0.031861305
## 11469 Ndufv1 -0.203144070 0.339974400 0.527614600 -0.150417330
## 11470 Ndufv2 -0.310167300 0.017419815 0.000000000 -0.136356350
## 11471 Ndufv3 -0.038566590 0.263479230 -0.072555540 -0.146737100
## 11472 Neb 0.031140804 -0.080938816 -0.102169990 0.245825290
## 11473 Nebl 3.605491000 2.993795150 2.772049650 0.861691020
## 11474 Necab1 -0.150044920 0.069832325 0.044114590 0.000000000
## 11475 Necab2 0.039535522 0.149062160 0.016011715 0.051361560
## 11476 Necab3 -0.248569970 -0.195302490 -0.098431110 0.107661250
## 11477 Necap1 0.170298580 0.124569416 -0.379537100 -0.338797570
## 11478 Necap2 -0.066358570 0.559274700 0.248333930 -0.262083050
## 11479 Nedd1 0.262174600 -0.092998030 0.549515700 0.544582370
## 11480 Nedd4 0.011866570 -0.047949790 0.142674450 0.187755580
## 11481 Nedd4l 0.642438400 0.552141670 0.444765570 0.227178100
## 11482 Nedd8 -0.206256870 0.258660320 0.087714195 -0.313897130
## 11483 Nedd9 0.243493080 -0.330406200 -0.067981720 0.483974460
## 11484 Nefh -0.028190613 0.157018180 0.022583485 0.014237881
## 11485 Nefl 0.033587933 0.004213810 0.029527664 -0.062226772
## 11486 Nefm -0.001307011 0.125155930 0.146322250 0.031675340
## 11487 Negr1 0.037750720 0.012170792 0.021432400 0.149236200
## 11488 Neil1 -0.200445180 0.000000000 0.100310326 0.025011540
## 11489 Neil2 -0.096563340 -0.059925080 0.059758663 0.099188805
## 11490 Neil3 -0.140042300 -0.195226670 -0.091947080 0.000000000
## 11491 Nek1 0.578465460 0.316990850 -0.102624890 0.137260440
## 11492 Nek11 -0.063793660 0.057865143 0.089575290 -0.077299595
## 11493 Nek2 -0.239157680 -0.082129955 -0.325870500 -0.091419700
## 11494 Nek3 0.325082300 0.130792140 0.281841280 0.095449924
## 11495 Nek4 0.230675700 0.119025710 -0.014999390 -0.120790960
## 11496 Nek5 0.135866640 0.082898620 0.053620340 -0.091386320
## 11497 Nek6 -0.094288826 -0.621927740 0.353636260 0.334089760
## 11498 Nek7 0.763669000 0.419472700 0.835696200 0.227618220
## 11499 Nek8 0.000000000 -0.192805290 0.244535920 0.409464840
## 11500 Nek9 0.062041283 0.284480100 0.175196650 0.188903810
## 11501 Nelfa 0.004579544 0.163800240 0.228317260 0.098168370
## 11502 Nelfb 0.005905151 0.186600690 -0.051116467 -0.062958720
## 11503 Nelfcd 0.132606980 0.210876940 -0.023842335 0.130727290
## 11504 Nelfe -0.173938750 0.255918030 0.178768160 0.000000000
## 11505 Nell1 0.181187630 -0.006267548 0.023381710 0.008007050
## 11506 Nell2 -0.143673900 0.011367798 -0.017998219 0.023365974
## 11507 Nemf 0.240221980 0.091253280 0.116968155 0.156497960
## 11508 Nenf 0.054053307 0.803330400 0.604962350 -0.057831764
## 11509 Neo1 0.670442600 0.925968170 0.621562960 0.730703350
## 11510 Nepn -0.022414207 -0.084346294 -0.034163475 2.029960600
## 11511 Nes 0.774502750 1.528786700 0.514330860 1.183310500
## 11512 Net1 2.585782500 2.273035500 2.030515200 0.000000000
## 11513 Neto1 -0.062559130 0.036270620 0.294649120 -0.143243310
## 11514 Neto2 -0.055533886 -0.057808876 -0.121298310 0.100749490
## 11515 Neu1 -0.010109901 -0.407780650 -0.116281510 -0.085428715
## 11516 Neu2 -0.196921830 -0.116833210 0.029768467 0.000000000
## 11517 Neu3 0.024330616 0.067863464 0.309939380 -0.062305927
## 11518 Neu4 0.074759960 -0.076063156 0.215714930 0.065735340
## 11519 Neurl1a -0.017723083 0.000000000 0.128124240 -0.050469875
## 11520 Neurl1b -0.305475240 -0.152415750 -0.162549733 0.645708570
## 11521 Neurl2 1.872549000 1.852017400 1.281570400 -0.346779820
## 11522 Neurl3 -0.496140480 -1.666573000 -0.777518300 0.040011406
## 11523 Neurl4 -0.037615300 0.091843130 0.020538330 0.088670730
## 11524 Neurod1 0.054635525 -0.140220640 0.154267790 -0.016973495
## 11525 Neurod2 -0.135031700 0.030003070 0.063952920 -0.009254456
## 11526 Neurod4 0.012117863 -0.072586060 0.000000000 -0.061894894
## 11527 Neurod6 0.033330440 0.014843941 0.040676594 0.000000000
## 11528 Neurog1 -0.004876614 -0.022028923 0.094214916 0.025160313
## 11529 Neurog2 0.049142360 0.114191530 0.156138420 0.139884000
## 11530 Neurog3 -0.127531050 -0.009634495 0.022936344 -0.364328860
## 11531 Nexn -1.642604800 -1.445946200 -1.734386000 1.010507100
## 11532 Nf1 -0.068964005 -0.332994460 -0.368412020 0.356213570
## 11533 Nf2 -0.012659073 0.629056000 0.411077500 0.404375080
## 11534 Nfam1 0.015949726 0.113433840 0.126728530 -0.023256779
## 11535 Nfasc -0.096227646 0.038573265 0.021990300 -0.111763954
## 11536 Nfat5 0.743714330 0.504564300 0.435362820 0.057833670
## 11537 Nfatc1 0.109306335 0.035892010 0.176873200 0.121504780
## 11538 Nfatc2 -0.008948803 -0.050546170 -0.076197150 -0.007583618
## 11539 Nfatc2ip 0.022279263 0.009723187 0.098516464 -0.374095440
## 11540 Nfatc3 0.109217644 0.245882030 0.201354980 0.066665650
## 11541 Nfatc4 0.448763850 0.428823470 0.982151030 0.000000000
## 11542 Nfe2 0.130840300 -0.116180420 0.054718970 0.011634350
## 11543 Nfe2l1 0.229531290 0.309889800 0.421606060 0.408593180
## 11544 Nfe2l2 -0.208919530 -0.288590430 -0.424997330 0.123999596
## 11545 Nfe2l3 0.000000000 0.066036700 -0.085595130 -0.111226560
## 11546 Nfia 0.386280540 0.377200600 0.462745665 0.439314355
## 11547 Nfib -0.096951008 -0.200798515 -0.213046550 0.320570945
## 11548 Nfic 0.042406321 0.374982105 0.361652600 0.173742535
## 11549 Nfil3 -0.089290620 -0.132124900 -1.248130300 0.144187930
## 11550 Nfix 0.019152641 0.035165787 -0.069216730 0.161693570
## 11551 Nfkb1 -0.081085205 0.164674760 -0.006994247 0.051896095
## 11552 Nfkb2 0.056723595 -0.014779568 0.087283134 -0.043910980
## 11553 Nfkbia 1.045805900 0.193369870 0.415164000 -0.437328340
## 11554 Nfkbib -0.084266660 0.076002600 0.056550026 -0.231111050
## 11555 Nfkbid 0.072050095 -0.039616108 -0.024331570 0.042385100
## 11556 Nfkbie -0.021714210 0.000000000 -0.023208141 0.081044674
## 11557 Nfkbil1 0.000000000 -0.135361200 -0.062592030 0.073298454
## 11558 Nfkbiz 0.929767600 -0.441349500 -0.682248100 0.075726510
## 11559 Nfrkb 0.190568920 0.300869940 0.016252518 -0.016376495
## 11560 Nfs1 0.015958786 -0.034976482 -0.022795677 0.032934666
## 11561 Nfu1 -0.023785115 -0.200487139 -0.421970610 0.018664837
## 11562 Nfx1 0.050117493 0.129314420 -0.186305050 0.128451350
## 11563 Nfxl1 0.149369233 -0.115656054 -0.189680102 -0.074803987
## 11564 Nfya -0.125269890 -0.132805820 -0.374298100 0.042291640
## 11565 Nfyb -0.179212570 0.292881000 0.076970100 0.186351780
## 11566 Nfyc 0.191286325 -0.025519371 -0.224408865 0.072046045
## 11567 Ngb 0.016224861 -0.201825140 -0.164954190 -0.086038110
## 11568 Ngdn 0.161461830 -0.093204500 0.112487790 -0.133368490
## 11569 Ngef -0.018340110 -0.039697647 0.156387800 0.025827408
## 11570 Ngf -0.147441390 -0.037132740 0.000800000 0.172852520
## 11571 Ngfr -0.012908459 0.026407719 0.000000000 -0.068715570
## 11572 Ngfrap1 0.544079800 0.353158950 0.470833780 -0.388808250
## 11573 Ngly1 0.092086790 0.000000000 0.055080414 -0.008000374
## 11574 Ngp -0.075666904 0.000000000 -0.056814194 0.055957794
## 11575 Ngrn 0.010929585 0.205994130 0.326095100 -0.058513165
## 11576 Nhej1 -0.339661600 0.100738050 -0.139564990 -0.480042460
## 11577 Nhlh1 0.026272297 -0.009118080 0.199554440 0.227372650
## 11578 Nhlh2 -0.012145996 0.051180363 0.018717289 -0.070156574
## 11579 Nhlrc1 -0.224570270 -0.150657650 -0.117647170 -0.109994890
## 11580 Nhlrc2 0.289148330 0.124319080 -0.152995110 0.211450580
## 11581 Nhlrc3 0.002958298 -0.116641520 -0.144643300 0.090627670
## 11582 Nhlrc4 0.061287403 -0.031000137 0.012620449 -0.166547300
## 11583 Nhp2 -0.302019120 0.000000000 0.201896670 -0.345438960
## 11584 Nhp2l1 -0.369323735 -0.519180300 -0.018697977 0.177997353
## 11585 Nhs 0.077500340 0.056070328 0.111187935 0.359502320
## 11586 Nhsl1 1.843173250 1.905916000 1.955250050 -0.004429100
## 11587 Niacr1 -0.039371014 -0.116917130 0.003288269 -0.401765820
## 11588 Nicn1 0.214454650 0.714061740 0.000000000 0.202620980
## 11589 Nid1 -0.293891900 -0.138177870 0.178842540 1.194361700
## 11590 Nid2 0.357713700 0.265732770 0.000000000 0.281783100
## 11591 Nif3l1 0.000000000 -0.379854200 0.197329520 -0.194423680
## 11592 Nim1 -0.002207756 0.081099510 -0.040641785 0.316092500
## 11593 Nin -0.344974520 -0.309012174 -0.323064325 0.197767967
## 11594 Ninj1 0.121954920 0.117290970 -0.219756130 0.011853218
## 11595 Ninj2 -0.007868767 0.086094380 -0.031849860 0.054497720
## 11596 Ninl -0.183169840 -0.029196740 -0.024296284 -0.043867110
## 11597 Nip7 -0.194832320 0.215635780 0.626840600 -0.164015300
## 11598 Nipa1 0.045013905 0.082277060 0.012250423 -0.116003752
## 11599 Nipa2 0.101812840 -0.469375130 0.194950580 0.000000000
## 11600 Nipal1 -0.046747208 -0.022205353 0.050137043 0.063513280
## 11601 Nipal2 0.611056800 0.450071330 0.284198760 0.062541010
## 11602 Nipal3 0.493544100 0.265172480 0.207547190 0.083143710
## 11603 Nipal4 0.121773240 0.085391520 -0.112189770 -0.098906520
## 11604 Nipbl 0.110861780 0.084226610 -0.023833275 0.157659530
## 11605 Nipsnap1 0.194469450 0.055023193 0.010607243 -0.187752250
## 11606 Nipsnap3a -0.061348915 0.082585810 -0.086863040 0.019789219
## 11607 Nipsnap3b 0.055787086 0.326364520 -0.045559883 -0.192245000
## 11608 Nisch -0.122424126 0.190984730 0.370394700 0.140213970
## 11609 Nit1 0.209609990 0.286796570 0.249706270 -0.198621750
## 11610 Nit2 0.016806126 0.003002644 0.527324200 -0.208219530
## 11611 Nkain2 -0.132368560 0.021189213 0.030447483 0.117996690
## 11612 Nkain3 -0.003696442 -0.129049780 0.002933979 0.102843285
## 11613 Nkain4 -0.144806860 0.196315770 0.000000000 -0.180748460
## 11614 Nkap 0.632375700 -0.011032105 0.476120470 0.915585500
## 11615 Nkapl 0.036412716 -0.051870823 0.649802200 0.148540020
## 11616 Nkd1 3.198804400 3.149392600 3.380838000 -0.215809350
## 11617 Nkd2 0.121609690 0.322850700 0.373036380 0.053502560
## 11618 Nkg7 -0.246458530 -0.080520150 0.041055202 -0.265615940
## 11619 Nkiras1 0.383843900 -0.445150380 0.151110650 -0.002484322
## 11620 Nkiras2 -0.054549694 0.200018880 -0.087080480 -0.228474140
## 11621 Nkpd1 -0.085245610 -0.002313614 0.063608170 0.039114475
## 11622 Nkrf 0.040808200 -0.071187020 0.313867100 0.258732800
## 11623 Nktr -0.049900055 -0.232733730 -0.548450470 0.076807976
## 11624 Nkx1-2 0.079654690 0.174036500 0.062881470 0.122152805
## 11625 Nkx2-1 0.016186237 0.109246730 0.080655575 0.133362770
## 11626 Nkx2-2 -0.050333023 -0.028737545 0.113185880 0.012422562
## 11627 Nkx2-3 -0.017460823 0.055752754 -0.095346930 -0.089635850
## 11628 Nkx2-4 -0.092391970 0.025144577 0.101059910 -0.085526940
## 11629 Nkx2-5 -0.122231960 -0.014373302 -0.001525879 -0.108655930
## 11630 Nkx2-6 -0.007252216 -0.092229840 -0.050117493 0.093107220
## 11631 Nkx2-9 0.011433125 -0.231545930 0.136219020 0.000000000
## 11632 Nkx3-1 -0.074218750 0.088903430 0.057762146 0.000000000
## 11633 Nkx3-2 -0.009343624 0.062026978 0.166331770 0.088891980
## 11634 Nkx6-1 0.121412754 0.135522370 0.280958650 0.244061470
## 11635 Nkx6-2 0.010234833 -0.078098300 -0.150640490 0.279934400
## 11636 Nkx6-3 0.185304640 0.027617931 -0.002567768 0.058867930
## 11637 Nle1 -0.023900509 -0.076518060 0.352675440 0.160473820
## 11638 Nlgn1 0.059222220 0.032028439 0.046389580 -0.068040848
## 11639 Nlgn2 -0.010269642 -0.065644264 -0.079480650 0.257957940
## 11640 Nlgn3 0.015764236 0.180198200 0.279471400 -0.213186740
## 11641 Nlk -0.123685840 -0.375801100 -0.666502950 0.118881226
## 11642 Nln -0.863106700 -0.854354860 -1.298892000 0.101108074
## 11643 Nlrc3 -0.046462536 0.031380177 -0.182178500 -0.030252457
## 11644 Nlrc4 -0.143671040 -0.120599750 -0.058106900 -0.057543755
## 11645 Nlrc5 -0.177734324 -0.333225501 -0.154470319 0.319633127
## 11646 Nlrp10 -0.045201780 0.060322760 -0.132173060 0.000000000
## 11647 Nlrp14 0.008721352 0.038853645 0.000000000 0.004264355
## 11648 Nlrp1a -0.107016090 -0.099250320 -0.299098500 0.129787450
## 11649 Nlrp1b -0.042271614 -0.105522630 0.054473400 0.008108616
## 11650 Nlrp1c-ps -0.015433311 0.024848461 -0.067007065 0.020413876
## 11651 Nlrp2 0.026607990 -0.060637474 0.058629990 -0.022229195
## 11652 Nlrp3 -0.115237236 -0.223855500 -0.072570800 0.030942917
## 11653 Nlrp4a 0.006819725 0.008689404 0.088002680 0.104136944
## 11654 Nlrp4b 0.051658630 -0.029931545 0.055570126 0.014778137
## 11655 Nlrp4c -0.032753944 0.032611847 -0.052900790 0.159436700
## 11656 Nlrp4d -0.033516407 0.000000000 0.071758750 0.075303555
## 11657 Nlrp4e NA NA NA NA
## 11658 Nlrp4f -0.001338959 0.044886112 0.094773770 0.002766132
## 11659 Nlrp5 0.101735115 0.208605290 0.043428420 0.134010310
## 11660 Nlrp6 -0.187635420 0.006796360 0.000000000 -0.089174270
## 11661 Nlrp9a 0.062159060 0.025405884 0.052713870 -0.053020954
## 11662 Nlrp9b 0.004302025 0.000336000 0.064790726 0.006217480
## 11663 Nlrp9c -0.031957150 0.004879475 0.014507294 0.099032400
## 11664 Nlrx1 -0.102259397 0.078313828 0.003375054 0.122241020
## 11665 Nmb 0.044957160 -0.186972620 -0.300208570 -0.042776585
## 11666 Nmbr 0.027099371 0.000750303 -0.015848947 0.087712525
## 11667 Nmd3 -0.034227370 -0.055187225 -0.027156830 -0.067838670
## 11668 Nme1 -0.203247070 -0.096097946 0.166545870 -0.234761240
## 11669 Nme2 -0.106374497 -0.054199219 0.374476195 -0.047452690
## 11670 Nme3 0.512925150 0.399953840 0.388994220 -0.261425500
## 11671 Nme4 -0.075924400 -0.193554400 0.012422562 -0.101778984
## 11672 Nme5 0.393953320 0.864632100 0.405646800 -0.094459060
## 11673 Nme6 0.032324314 -0.027658940 0.066949370 -0.022102833
## 11674 Nme7 0.301484580 -0.635203840 0.201200010 0.270485880
## 11675 Nme8 0.010972500 0.005927563 0.020888805 -0.014226437
## 11676 Nmi -0.029425621 0.030137062 -0.342206950 0.204476360
## 11677 Nmnat1 -0.005132675 0.000000000 -0.097510815 0.106385710
## 11678 Nmnat2 0.024996280 -0.087731360 -0.070392610 0.017881393
## 11679 Nmnat3 -0.141482830 -0.109708786 -0.149621490 -0.204978470
## 11680 Nmral1 -0.175802710 -0.154665470 -0.190351490 0.099252700
## 11681 Nmrk1 0.207611560 0.083792690 0.349226950 0.184592720
## 11682 Nmrk2 -0.072492600 0.047956944 0.012700558 0.023247719
## 11683 Nms 0.046077730 0.022158146 0.034356594 0.064480305
## 11684 Nmt1 0.180980680 0.097003940 0.402096750 -0.116098404
## 11685 Nmt2 0.061231613 0.420037270 -0.037945747 0.127270700
## 11686 Nmu 0.000000000 0.009162426 0.104789260 0.094898224
## 11687 Nmur1 0.242873190 -0.024223328 -0.138991830 0.024358750
## 11688 Nmur2 0.253551960 0.182537080 0.012826920 0.000000000
## 11689 Nnat 0.274757400 -0.052087307 0.037021160 0.006680012
## 11690 Nnmt -0.173469540 0.000000000 -0.085586070 0.251609800
## 11691 Nnt 0.063142302 -0.017519236 -0.174238205 -0.131888150
## 11692 Noa1 -0.034609795 -0.231688020 -0.263202670 -0.263876910
## 11693 Nob1 -0.091378690 0.183890340 0.569976800 -0.057423115
## 11694 Nobox 0.000000000 0.100889206 -0.143023490 0.144423480
## 11695 Noc3l -0.442643170 -0.407857420 0.427413940 -0.035971640
## 11696 Noc4l -0.234682080 0.168661600 0.011375904 -0.154496200
## 11697 Nod1 0.528142000 0.359342580 0.510943400 0.000000000
## 11698 Nod2 0.240518570 -0.240933900 -0.023958206 0.104066850
## 11699 Nodal -0.188188550 0.019361020 0.070266250 0.004682541
## 11700 Nog -0.239326950 0.131145000 0.179241660 0.025743484
## 11701 Nol10 0.288563250 0.000000000 0.841280940 0.110857960
## 11702 Nol11 -0.306649200 -0.075315475 0.185585980 0.311503900
## 11703 Nol12 -0.200130940 0.014560699 0.499890330 0.029653550
## 11704 Nol3 0.111711500 0.021440030 0.024546623 0.012259483
## 11705 Nol4 0.034354050 0.072202364 0.109819887 -0.073666891
## 11706 Nol6 -0.065814495 0.064693450 -0.008852959 0.138612270
## 11707 Nol7 0.252778050 0.211884500 -0.048927307 0.117397310
## 11708 Nol8 0.094156265 0.122564316 0.522276900 -0.009452820
## 11709 Nol9 -0.404808520 -0.475347520 -0.478784560 -0.016419410
## 11710 Nolc1 0.152900700 0.180863380 -0.179940220 -0.051499367
## 11711 Nom1 -0.137595180 0.041283130 0.126317020 -0.027789593
## 11712 Nomo1 1.059901200 1.497351600 1.633909200 -0.059646606
## 11713 Nono -0.146310800 0.087268830 -0.183221820 -0.117546080
## 11714 Nop10 0.247829440 -0.055624010 0.006649017 -0.874482150
## 11715 Nop14 0.130290030 0.332546230 0.138790130 0.478236200
## 11716 Nop16 -0.500082500 -0.269425400 -0.194517610 -0.059870243
## 11717 Nop2 -0.152500150 0.191836360 0.116488930 -0.056818485
## 11718 Nop56 -0.040283203 -0.447324750 -0.123377800 0.090440750
## 11719 Nop58 0.065086365 -0.004774094 -0.055419922 -0.002649307
## 11720 Nop9 -0.240308280 0.014758110 -0.093090060 -0.244149210
## 11721 Nos1 0.615390300 0.388263700 0.150330540 -0.187710290
## 11722 Nos1ap -0.347599031 -0.142838957 -0.283235324 -0.011873007
## 11723 Nos2 0.453570840 0.432266700 0.056308746 1.192064300
## 11724 Nos3 1.052432100 0.925211900 1.204679500 0.805725100
## 11725 Nosip -0.183459760 0.207892420 0.206241610 -0.158333780
## 11726 Nostrin 1.960983300 1.414911300 1.203884100 0.071584700
## 11727 Notch1 0.381982800 0.375769620 0.348365780 0.253820420
## 11728 Notch2 0.220152380 0.332749370 0.110760690 -0.265221600
## 11729 Notch3 -0.096448900 0.084862710 -0.260821340 0.079192160
## 11730 Notch4 0.037701607 0.192581180 -0.001852036 0.204594610
## 11731 Noto 0.023537636 0.103117940 -0.000595000 -0.005463600
## 11732 Notum 0.899079330 1.350526300 0.954042170 0.003874064
## 11733 Nov 1.047024300 0.225597860 -0.012114048 1.001423800
## 11734 Nova1 0.217069625 0.222017525 0.071022747 -0.242085220
## 11735 Nova2 0.516381260 0.428821560 0.624049200 0.390507700
## 11736 Nox1 -0.031822680 -0.046357630 0.125814910 -0.007955551
## 11737 Nox3 0.053669930 0.040637016 0.071106910 -0.012263775
## 11738 Nox4 -0.140069010 -0.142667770 -0.074143890 0.000000000
## 11739 Noxa1 -0.041850090 -0.159332280 -0.207024100 0.206969740
## 11740 Noxo1 -0.046923160 0.117836000 -0.138359550 -0.100241184
## 11741 Noxred1 0.398424630 -0.351803300 -0.278715130 -0.229096890
## 11742 Npas1 -0.198257450 0.087059020 0.246552940 0.187542440
## 11743 Npas2 0.446037300 0.203631880 -0.038796900 0.000000000
## 11744 Npas3 0.032695532 -0.031217337 -0.007563830 -0.027417423
## 11745 Npas4 -0.025554180 0.087913990 -0.051331520 0.073862076
## 11746 Npat 0.148170000 -0.118361470 0.203492160 0.000000000
## 11747 Npb 0.100800990 0.356933120 -0.067394260 -0.074726105
## 11748 Npbwr1 0.000000000 0.144902230 0.013980389 0.066017630
## 11749 Npc1 0.033049583 -0.147706990 0.228310590 -0.293466570
## 11750 Npc1l1 0.074836730 0.028204441 -0.054141045 -0.032440186
## 11751 Npc2 -0.231171610 0.047147750 0.133439060 -0.228949550
## 11752 Npcd 0.215108870 0.206182960 -0.021588802 0.181746960
## 11753 Npdc1 0.063649654 0.003165245 0.123874664 0.381390100
## 11754 Npepl1 0.107459545 0.200350760 -0.066274640 0.164313320
## 11755 Npepps -0.368370060 -0.329654700 -0.283355700 -0.154763220
## 11756 Npff -0.162034030 -0.534037600 -0.390939700 0.097703930
## 11757 Npffr1 0.175743100 0.012895107 0.170650000 0.083741190
## 11758 Npffr2 0.053129673 -0.000680000 0.050999165 0.105872154
## 11759 Nphp1 0.259789470 0.648947700 0.339879040 0.064511300
## 11760 Nphp3 0.300946700 0.069996834 0.104887960 0.107050896
## 11761 Nphp4 -0.039586067 0.062119007 0.005022526 0.120433330
## 11762 Nphs1 -0.098485471 -0.001359940 0.030565024 0.124553203
## 11763 Nphs2 -0.017816067 -0.081704620 0.148054600 0.051393510
## 11764 Npl -0.176510330 -0.179553990 0.000519000 -0.299043180
## 11765 Nploc4 0.077242850 -0.072739600 -0.177875520 -0.369358540
## 11766 Npm1 0.040729762 -0.009365797 -0.111293555 -0.173573256
## 11767 Npm2 -0.050521374 -0.067555430 0.096663950 0.062611580
## 11768 Npm3 -0.181657310 -0.154953000 -0.184607030 -0.332664000
## 11769 Npm3-ps1 -0.115318775 -0.242033960 -0.032385826 -0.048824787
## 11770 Npn2 1.381901700 -1.015876800 -1.293870400 -0.184572700
## 11771 Npnt 0.139193530 -0.195260520 -0.459637640 -0.694885730
## 11772 Nppa 0.159538750 -0.150018220 0.290181640 0.500502100
## 11773 Nppb 0.000000000 0.149123190 0.038552760 -0.118044850
## 11774 Nppc 0.002386093 0.104314804 0.076036930 -0.181076050
## 11775 Npr1 -0.618450160 -0.550727840 -0.903299800 0.047476770
## 11776 Npr2 0.394166950 0.394992830 0.027257442 2.305227800
## 11777 Npr3 -0.241052630 -0.464133740 -0.387133600 0.348104480
## 11778 Nprl2 0.558669100 0.025329113 -0.101510050 -0.185522560
## 11779 Nprl3 -0.181136130 -0.034047127 0.090045450 -0.068543910
## 11780 Nps 0.023984432 0.012647152 -0.134821890 0.100962640
## 11781 Npsr1 0.072144030 -0.072926044 -0.076184750 -0.092036724
## 11782 Nptn -0.328057300 -0.083105090 -0.309092520 0.065908430
## 11783 Nptx1 -0.057623863 -0.046841620 0.035947800 0.000000000
## 11784 Nptx2 -0.103894230 -0.116373540 -0.188686370 -0.066685200
## 11785 Npvf 0.014709473 -0.023684025 0.000000000 0.020043850
## 11786 Npw 0.000000000 0.057351112 -0.007968903 -0.169044500
## 11787 Npy -0.025018692 -0.043028355 0.150043960 0.110155580
## 11788 Npy1r 0.000000000 -0.074831486 0.026614666 -0.137731550
## 11789 Npy2r -0.076821330 -0.065236570 0.211030960 0.087201595
## 11790 Npy4r 0.077094555 0.012768269 0.000000000 -0.017459393
## 11791 Npy5r 0.061604500 0.000000000 -0.008313656 0.119416710
## 11792 Npy6r 0.030067920 -0.095004080 0.054599762 0.021651745
## 11793 Nqo1 0.012466431 -0.071311950 -0.325764180 0.123162270
## 11794 Nqo2 0.235909460 0.983583900 -0.378020760 0.137265680
## 11795 Nr0b1 0.172901630 0.004718781 -0.060422897 0.197478300
## 11796 Nr0b2 -0.013950348 -0.146557810 0.154489520 0.192617420
## 11797 Nr1d1 -0.201665880 0.056807518 1.391254400 0.019470215
## 11798 Nr1d2 0.027516365 -0.164904600 0.444286350 -0.391478540
## 11799 Nr1h2 0.094915870 -0.043689728 0.384548200 -0.010069847
## 11800 Nr1h3 -0.073126790 0.000000000 -0.009543419 -0.059171677
## 11801 Nr1h4 0.008184433 -0.031980515 0.126957900 -0.050656796
## 11802 Nr1h5 0.037956715 -0.050908566 -0.011204720 0.080366135
## 11803 Nr1i2 -0.073427680 -0.021557331 -0.179900650 0.036165237
## 11804 Nr1i3 -0.050896168 -0.122784140 0.462121960 0.471848000
## 11805 Nr2c1 -0.065694810 0.387903700 0.044623850 0.000000000
## 11806 Nr2c2 -0.304129600 0.007609367 -0.645392400 0.056365013
## 11807 Nr2c2ap 0.005878925 0.049344540 0.787571900 -0.021780014
## 11808 Nr2e1 0.043956757 0.180212500 0.255721570 0.022691727
## 11809 Nr2e3 -0.027880192 0.104282856 -0.096238610 -0.002127171
## 11810 Nr2f1 -0.146467690 -0.322435860 0.085925580 0.093216896
## 11811 Nr2f2 0.545463560 0.268986700 0.322937000 -0.138680460
## 11812 Nr2f6 0.153570180 0.021821499 -0.013744831 -0.004177094
## 11813 Nr3c1 0.047927856 0.090418816 0.352293970 -0.062862396
## 11814 Nr3c2 1.077637200 0.852671150 0.949662700 0.184251790
## 11815 Nr4a1 1.784297000 -0.561102400 0.000000000 0.530164700
## 11816 Nr4a2 2.847391100 0.312724100 0.278245930 0.440957070
## 11817 Nr4a3 0.708103660 -0.203046320 -0.087856290 -0.047386170
## 11818 Nr5a1 0.032714367 -0.215552800 0.068405150 -0.085218910
## 11819 Nr5a2 -0.526600840 -0.517951970 -0.112651350 0.733640200
## 11820 Nr6a1 -0.014964581 0.137811660 -0.175306800 -0.288842680
## 11821 Nradd 0.055724620 0.183194640 -0.002222538 -0.165587900
## 11822 Nrap -0.151260380 0.016772270 -0.149749760 0.016772270
## 11823 Nrarp 0.185633180 -0.133337500 -0.123468400 0.445456500
## 11824 Nras 0.097367290 0.291114800 0.305190100 0.066441536
## 11825 Nrbf2 -0.261232217 -0.196785610 -0.080198288 0.270689327
## 11826 Nrbp1 -0.004149200 0.149039745 0.189027070 0.108567237
## 11827 Nrbp2 0.162762640 0.239659310 0.194815160 0.067937374
## 11828 Nrcam -0.028450489 0.009323597 0.013372421 -0.029108524
## 11829 Nrd1 0.418798450 0.441919330 0.474529270 0.209288600
## 11830 Nrde2 -0.381039140 0.268463130 0.000000000 -0.081047060
## 11831 Nrep 0.141693120 1.036442800 -0.388639450 1.203300500
## 11832 Nrf1 -0.101006030 -0.264295100 0.215866570 0.310050960
## 11833 Nrg1 -0.062478542 0.058637142 0.000000000 -0.048453808
## 11834 Nrg2 0.000000000 -0.014027596 0.090089800 0.034742355
## 11835 Nrg3 0.119621750 -0.066054820 0.000000000 -0.114217760
## 11836 Nrg4 -0.011796951 -0.028241158 0.016425133 0.075556755
## 11837 Nrgn 0.238188270 0.039493560 0.457602020 0.016073704
## 11838 Nrip1 0.000000000 0.202950480 -0.083848000 -0.248155600
## 11839 Nrip2 -0.204072000 0.036797523 0.123820780 0.025896550
## 11840 Nrip3 -0.086771010 0.029508114 0.076976776 0.091673850
## 11841 Nrk 0.029899597 -0.029015064 0.006719112 0.281991000
## 11842 Nrl 0.117704870 0.032880783 0.081254960 0.000924000
## 11843 Nrm -0.186397078 -0.206800220 -0.210146667 0.115281824
## 11844 Nrn1 -0.036798000 -0.013164997 0.008688927 0.129449370
## 11845 Nrn1l -0.100937840 -0.079114440 0.055348396 0.096837520
## 11846 Nrp1 -0.340366360 -0.425846100 -0.257857320 0.752641700
## 11847 Nrp2 0.033069610 0.000000000 0.297842980 1.591066400
## 11848 Nrros -0.642222900 -0.661994000 -0.328706740 -0.061942100
## 11849 Nrsn1 0.000000000 0.008076191 0.251536850 0.061410904
## 11850 Nrsn2 -0.153442380 -0.005117178 -0.029899596 0.023649693
## 11851 Nrtn -0.095510960 0.208361630 0.123167515 0.118829730
## 11852 Nrxn1 -0.026519775 0.039554835 0.105768205 -0.090673685
## 11853 Nrxn2 -0.006335021 -0.133383740 -0.037435280 0.046008590
## 11854 Nrxn3 0.000000000 -0.053360462 0.014364243 -0.029920101
## 11855 Nsa2 -0.106405854 -0.061640144 -0.286462783 0.163602588
## 11856 Nsd1 0.007423401 0.018052101 0.149264340 0.055115700
## 11857 Nsdhl 0.272488120 0.204308990 0.288170340 -0.020942211
## 11858 Nsf 0.321625700 0.256846430 0.546957970 0.127623560
## 11859 Nsfl1c 0.270644660 0.139230250 -0.108685492 -0.165178775
## 11860 Nsg1 0.480643750 0.144499300 0.526347640 0.504642960
## 11861 Nsg2 0.000000000 0.009977818 0.099163055 -0.056743620
## 11862 Nsl1 -0.145462040 -0.267461300 -0.149193760 -0.126055720
## 11863 Nsmaf -0.005663872 0.000000000 -0.236741070 0.060914040
## 11864 Nsmce1 0.000000000 0.414504530 0.804759500 -0.112009050
## 11865 Nsmce2 0.283993720 -0.440258980 0.074329376 -0.052612305
## 11866 Nsmce4a 0.087010380 -0.259061800 0.451462750 0.050178528
## 11867 Nsmf 0.612364300 0.757824400 0.220883850 -0.135149480
## 11868 Nsun2 -0.206551070 0.207551960 0.052350044 0.143405910
## 11869 Nsun3 -0.246263980 0.628157140 0.000000000 -0.167640210
## 11870 Nsun4 0.010573864 0.104215145 -0.486122130 -0.108521460
## 11871 Nsun5 0.140065670 0.331509600 0.266482350 0.130027770
## 11872 Nsun6 0.363319870 -0.146754260 0.030971527 0.426393030
## 11873 Nsun7 0.056128502 0.087804794 -0.073041440 -0.096895220
## 11874 Nt5c -0.438889500 -0.028056145 0.175457950 -0.051979065
## 11875 Nt5c1a 0.000000000 0.001110554 0.131644250 0.127834800
## 11876 Nt5c1b -0.185774330 0.021253586 0.118031500 -0.024706840
## 11877 Nt5c2 1.175329000 1.165821750 0.935907150 -0.406248090
## 11878 Nt5c3 -0.299697880 -0.405961500 0.326961040 -0.342107770
## 11879 Nt5c3b 0.079161644 0.247229580 0.382559780 -0.009572029
## 11880 Nt5dc1 0.114904400 0.087619780 0.010289192 0.313829420
## 11881 Nt5dc2 -0.265389920 0.291953100 -0.271371360 -0.251625060
## 11882 Nt5dc3 0.492582320 0.684126400 0.089763640 -0.101053240
## 11883 Nt5e 0.154522420 -0.245628830 -0.144536020 -0.202064510
## 11884 Nt5m 0.121177670 0.106722830 0.345999240 -0.212677480
## 11885 Ntan1 0.624375800 0.438451300 -0.118254185 0.000000000
## 11886 Ntf3 -0.637926600 -0.296816830 -0.538783100 2.100936400
## 11887 Ntf5 -0.129951480 -0.089945790 0.025812626 0.014615059
## 11888 Nthl1 -0.023352623 0.261199470 0.000000000 0.351121900
## 11889 Ntm 0.103645800 0.041257380 -0.014809608 0.040507793
## 11890 Ntmt1 -0.000937000 0.166057110 0.113703250 0.114210606
## 11891 Ntn1 0.257719520 0.014543057 0.239651680 0.000000000
## 11892 Ntn3 -0.049255371 -0.019529343 0.149862050 0.054499150
## 11893 Ntn4 -0.121265890 0.050571920 -0.016083240 -0.090319160
## 11894 Ntn5 -0.056794167 0.017724037 0.173053260 0.084277630
## 11895 Ntng1 -0.061307430 -0.000797000 0.179947850 0.112987520
## 11896 Ntng2 -0.006452560 0.084176540 -0.008099079 0.254778400
## 11897 Ntpcr 0.000000000 0.030476570 0.192122460 -0.197270400
## 11898 Ntrk1 -0.049027443 -0.036665440 0.142028810 0.262901780
## 11899 Ntrk2 0.038625240 0.013061047 0.017219543 0.000000000
## 11900 Ntrk3 0.113184930 -0.068559650 0.028066158 0.000000000
## 11901 Nts -0.057575226 -0.071400166 0.034255505 0.959261400
## 11902 Ntsr1 0.104815960 0.176768300 0.151256560 0.000000000
## 11903 Ntsr2 0.000000000 0.068801880 0.112126830 -0.010274410
## 11904 Nuak1 -0.467128280 -0.164031030 -0.604431150 0.011200905
## 11905 Nuak2 0.140238760 -0.459359650 -0.440835480 -0.333142760
## 11906 Nub1 0.129997250 0.337628360 0.185865400 0.246105200
## 11907 Nubp1 -0.182796004 -0.076014043 -0.058276655 0.006042005
## 11908 Nubp2 -0.236709120 0.113851550 -0.132009980 -0.313284400
## 11909 Nubpl 0.420845030 0.416903020 0.063500880 0.089889050
## 11910 Nucb1 -0.162940030 0.257131580 0.434030530 -0.022569656
## 11911 Nucb2 0.000000000 -0.048193930 0.161117550 0.073029520
## 11912 Nucks1 0.040480614 0.132011410 0.122047424 -0.139427190
## 11913 Nudc -0.030674934 0.076816082 0.127394678 -0.457759870
## 11914 Nudcd1 -0.092422485 -0.112030030 -0.259404180 -0.470603000
## 11915 Nudcd2 0.228724480 -0.013113976 0.349873540 -0.452919480
## 11916 Nudcd3 0.099566697 0.128854990 0.228237398 0.239274735
## 11917 Nudt1 -0.251486780 -0.470812800 -0.303024770 0.085751530
## 11918 Nudt10 1.395131100 -0.107694150 -0.003289223 0.071694374
## 11919 Nudt11 0.258775230 -0.119555950 0.721643000 -0.278440480
## 11920 Nudt12 0.198478220 0.117678167 0.505390400 0.395948651
## 11921 Nudt13 -0.018413544 -0.063634870 -0.113112450 0.213131900
## 11922 Nudt14 0.103045940 0.355266570 -0.018634796 0.009707928
## 11923 Nudt15 -0.193885803 -0.061884244 -0.143445808 0.088195165
## 11924 Nudt16 0.000000000 -0.001980305 0.301109300 0.360800740
## 11925 Nudt16l1 0.220619680 0.027621746 0.158953190 -0.135118480
## 11926 Nudt17 0.095399860 0.299255850 0.175173280 -0.169744010
## 11927 Nudt18 -0.115140915 0.000000000 0.106918810 -0.191514970
## 11928 Nudt19 -0.140176060 -0.125297550 0.094267368 -0.172595965
## 11929 Nudt2 0.207512380 0.329658500 -0.005783558 -0.269258020
## 11930 Nudt21 -0.210020540 -0.474260805 0.199600220 -0.843313920
## 11931 Nudt22 -0.256605150 -0.081707000 0.069262980 -0.028370857
## 11932 Nudt3 -0.039446830 0.464373600 0.355217930 0.494673730
## 11933 Nudt4 -0.890404700 -1.021060000 -1.307810300 0.126743320
## 11934 Nudt5 -0.113981250 -0.237175460 -0.333784580 -0.081518170
## 11935 Nudt6 0.000000000 -0.024735928 0.110999584 0.717596050
## 11936 Nudt7 -0.286668300 -0.035123350 0.237567420 -0.113910200
## 11937 Nudt8 0.000000000 0.207001690 -0.006458759 -0.025227070
## 11938 Nudt9 0.149378780 0.022132874 0.000000000 0.261346820
## 11939 Nuf2 -0.499385360 -0.629649160 -0.553470600 -0.065890790
## 11940 Nufip1 0.063098910 -0.244900700 0.000000000 0.000000000
## 11941 Nufip2 0.132086750 -0.158500670 -0.145532610 -0.198083880
## 11942 Numa1 0.107925415 0.149620060 0.107624054 0.117717740
## 11943 Numb -0.086744310 -0.243353840 -0.295218470 0.649052600
## 11944 Numbl 0.000000000 0.259336470 0.632766250 -0.024224758
## 11945 Nup107 -0.313330650 -0.174162860 -0.140811920 -0.063663480
## 11946 Nup133 0.088187220 0.133209230 -0.131559370 0.280473700
## 11947 Nup153 -0.051976204 -0.099927900 -0.608358400 -0.182371140
## 11948 Nup155 -0.039518356 -0.038887978 -0.198147770 -0.177819250
## 11949 Nup160 0.333870900 0.305657400 0.431571960 -0.221368790
## 11950 Nup188 -0.144956590 -0.161509040 -0.032365800 0.179319380
## 11951 Nup205 0.021697998 -0.097706795 0.013638973 -0.188948630
## 11952 Nup210 -0.113668440 -0.044847010 -0.022228718 0.045413017
## 11953 Nup210l 0.082493406 -0.119970213 -0.199860361 -0.100132200
## 11954 Nup214 0.074953080 -0.175490380 0.365248680 -0.079408646
## 11955 Nup35 -0.257059810 -0.272909405 -0.029627084 -0.065136194
## 11956 Nup37 -0.118431570 -0.099792960 -0.314417360 -0.137256620
## 11957 Nup43 0.370094300 0.391568180 -0.454069600 -0.085124970
## 11958 Nup50 -0.296045300 -0.368294720 0.051656723 -0.889653700
## 11959 Nup54 -0.124367714 0.051606180 0.046112060 -0.348335270
## 11960 Nup62 -0.394449230 -0.043616295 0.476789470 -0.189708710
## 11961 Nup62cl -0.004086018 0.024445057 0.135180000 -0.005665779
## 11962 Nup85 -0.132552150 0.200506210 -0.178394320 -0.000608000
## 11963 Nup88 0.136553760 -0.001787186 -0.021866798 -0.073141100
## 11964 Nup93 0.037068367 -0.089090350 0.176117900 -0.030327797
## 11965 Nup98 -0.166942600 -0.263722420 -0.502997400 -0.211174960
## 11966 Nupl1 0.276210780 0.023024559 0.083957670 -0.080483440
## 11967 Nupl2 0.536103250 -0.054499150 0.009334087 0.000000000
## 11968 Nupr1 -0.495606420 -0.588381300 -0.302290920 -0.046524048
## 11969 Nupr1l 0.348222730 0.244462010 0.002870560 -0.141373160
## 11970 Nus1 -0.072702410 -0.021681786 -0.011790276 0.929330800
## 11971 Nusap1 -0.344238280 -0.086462500 0.122666360 -0.071536540
## 11972 Nutf2 0.046966791 0.163755298 -0.992935075 0.201478718
## 11973 Nutm1 0.016373634 -0.020669460 0.094870570 -0.017414093
## 11974 Nvl -0.289310460 -0.278441430 -0.757923100 0.052981377
## 11975 Nxf1 0.062085150 -0.073277470 -0.139888760 -0.235601430
## 11976 Nxf2 0.006959438 -0.064746380 0.000000000 0.010727406
## 11977 Nxf3 0.019812584 -0.010164261 0.021920204 0.084964750
## 11978 Nxf7 0.032787800 -0.042556286 0.007271767 0.037545680
## 11979 Nxn 0.535793800 0.761610500 0.367433550 0.318811900
## 11980 Nxnl1 -0.179025650 -0.216304780 0.042768000 0.131919380
## 11981 Nxnl2 -0.035066605 -0.260453700 -0.027616978 -0.070936680
## 11982 Nxpe2 0.116769790 0.373647700 -0.065876010 0.743398670
## 11983 Nxpe3 -0.081943510 -0.286422250 0.160958770 0.015958310
## 11984 Nxpe4 1.291829100 1.305706000 1.086436300 0.681587200
## 11985 Nxpe5 -0.084930900 -0.046501637 0.051860332 0.000000000
## 11986 Nxph1 0.029506683 -0.041170597 0.005365849 0.000000000
## 11987 Nxph2 0.010066509 0.047389030 0.036121845 0.029005527
## 11988 Nxph3 -0.122514725 -0.033432484 0.084946630 0.062202930
## 11989 Nxph4 -0.002201080 0.035165787 0.069798950 0.218029980
## 11990 Nxt1 -0.201334000 -0.058519363 -0.080608370 0.310168270
## 11991 Nxt2 0.125010010 -0.334431170 -0.055931090 0.125010010
## 11992 Nyap1 0.000000000 0.059409140 -0.102201460 -0.087554930
## 11993 Nyap2 0.000000000 0.048190117 0.088755130 -0.042391300
## 11994 Nynrin 0.665364110 1.219091883 1.142569847 0.490014077
## 11995 Nyx 0.000000000 0.160675050 -0.034278870 0.220098020
## 11996 Oacyl -0.039247036 0.126667020 0.062026500 0.000000000
## 11997 Oaf 0.000000000 0.106551650 -0.068228245 -0.008351803
## 11998 Oard1 0.001156807 0.175855640 -0.094487190 -0.136590960
## 11999 Oas1a 0.353484150 0.264661800 0.488963130 0.677852630
## 12000 Oas1b 0.630225660 0.622842800 -0.268000130 0.174245360
## 12001 Oas1c 0.128318790 -0.363533020 -0.218942170 -0.035361767
## 12002 Oas1d 0.163412570 0.000000000 -0.077087880 0.099618910
## 12003 Oas1e -0.006449223 0.108248710 0.148324970 0.280561450
## 12004 Oas1f -0.208652500 0.109955790 0.086243630 0.144410610
## 12005 Oas1g 0.170771120 0.378036980 0.363247870 0.362366680
## 12006 Oas1h 0.010141850 -0.024303913 0.052598953 0.043191433
## 12007 Oas2 0.219006060 0.164418700 -0.077099320 1.325037000
## 12008 Oas3 -0.111619470 0.000000000 -0.089231014 -0.040317535
## 12009 Oasl1 0.035574913 -0.090509890 0.059910297 0.249005800
## 12010 Oasl2 0.452227600 0.252892500 0.645957000 -0.203291900
## 12011 Oat -0.702930000 -1.013719100 -0.865536200 -0.066707610
## 12012 Oaz1 -0.138582705 -0.003130913 0.047383786 -0.218342305
## 12013 Oaz2 -0.728095050 -0.122046470 -0.674814200 0.034572124
## 12014 Oaz3 -0.056381226 0.080533980 0.051352978 -0.026139736
## 12015 Obfc1 -0.207709310 0.208908080 0.224206450 -0.131517890
## 12016 Obox1 0.047425270 0.001390457 0.063665390 0.032648563
## 12017 Obox2 0.019340038 0.027112484 0.079001188 0.039569855
## 12018 Obox3 -0.053719044 0.023477316 0.066962005 0.006614685
## 12019 Obox5 -0.097688675 0.190381050 0.165442940 0.088323120
## 12020 Obox6 0.008873463 0.037702084 0.015272617 -0.004995346
## 12021 Obp1a 0.065026760 -0.079003810 0.009610653 0.012320042
## 12022 Obp2a -0.004523754 -0.002270222 0.012529373 0.029895782
## 12023 Obp2b 0.000000000 -0.074342730 0.012566567 -0.002428532
## 12024 Obscn 0.035825730 -0.037449425 -0.005337954 0.018453835
## 12025 Obsl1 -0.092020035 -0.023269653 0.079835415 -0.066080090
## 12026 Oc90 -0.027544498 -0.096404550 -0.041611195 -0.019625664
## 12027 Oca2 -0.068900110 -0.009277821 0.207273000 0.000000000
## 12028 Ocel1 0.231125830 0.097482680 0.060406685 0.220878120
## 12029 Ociad1 -0.058676720 0.096711160 -0.080235480 0.000000000
## 12030 Ociad2 -0.194455620 -0.257401940 -0.067460540 -0.327335830
## 12031 Ocln 4.671607500 4.766562000 4.581656000 0.191688060
## 12032 Ocm -0.000774000 0.102501390 0.092885494 -0.114736080
## 12033 Ocrl 0.041039944 -0.090583800 0.075173855 -0.057155132
## 12034 Ocstamp 0.000000000 0.112829685 0.026645660 -0.086078170
## 12035 Odam -0.008430958 -0.018217564 0.008279800 0.000000000
## 12036 Odc1 -0.084484578 -0.437630190 -0.274456975 -0.222835540
## 12037 Odf1 -0.035815240 0.001133919 -0.019103050 -0.050716877
## 12038 Odf2 0.000000000 -0.083921430 -0.247810360 0.344180100
## 12039 Odf2l 0.057122707 -0.334221840 0.489967820 0.270032880
## 12040 Odf3 -0.064515590 0.035755157 0.304242130 0.028731346
## 12041 Odf3b 0.743022440 0.240483760 0.527486300 -0.008269787
## 12042 Odf3l1 -0.069116590 0.082105640 0.147514340 -0.017769337
## 12043 Odf3l2 -0.133731840 0.076266766 -0.010123730 0.076400760
## 12044 Odf4 -0.033326150 -0.023976326 -0.152066710 0.113718510
## 12045 Ofcc1 -0.017475605 -0.024191379 -0.074877025 0.030935288
## 12046 Ofd1 0.395336150 0.016275406 0.418451300 0.294123650
## 12047 Ogdh 0.000000000 0.285934450 0.203723910 -0.138697620
## 12048 Ogdhl -0.097434520 -0.002419949 0.072002890 0.083892345
## 12049 Ogfod1 0.244399070 0.088107110 0.007196426 -0.123350140
## 12050 Ogfod2 -0.143913270 0.002388477 0.131342890 0.000000000
## 12051 Ogfod3 0.525337200 0.596931460 0.813575740 -0.153744700
## 12052 Ogfr 0.000357000 0.019799232 -0.038881302 -0.068028930
## 12053 Ogfrl1 0.014127731 -0.050271510 -0.464004520 -0.101367470
## 12054 Ogg1 0.008979321 -0.297965530 -0.297908300 0.217638970
## 12055 Ogn -0.333266260 -0.357758050 -0.466625200 -0.192481520
## 12056 Ogt 0.431339260 0.232891080 0.020958900 -0.341871260
## 12057 Oip5 0.047837257 -0.173092840 -0.079032420 -0.074330810
## 12058 Oit1 0.052085400 0.240273000 0.000000000 0.082378390
## 12059 Oit3 -0.011003017 -0.083314896 -0.050969124 -0.069497110
## 12060 Ola1 0.281074520 0.004651070 0.142214300 -0.139479640
## 12061 Olah -0.051039696 0.043404102 0.231286050 0.044375896
## 12062 Olfm1 -0.478450300 -0.156064030 0.020359993 -0.023615360
## 12063 Olfm2 0.087847710 0.055694580 -0.241796020 0.095080850
## 12064 Olfm3 0.101747990 -0.068515300 0.006041050 0.015284538
## 12065 Olfm4 -0.149048800 -0.073074340 0.154841900 0.050767900
## 12066 Olfml1 -0.092716694 -0.091299060 0.054386140 -0.069720745
## 12067 Olfml2a 0.239687440 0.133452420 -0.256275650 -0.304870130
## 12068 Olfml2b -0.125767710 -0.149649140 -0.266569140 -0.214318750
## 12069 Olfml3 -0.256002430 -0.426184180 -0.105137350 -0.135077000
## 12070 Olfr1 -0.126095300 0.000000000 0.049397470 0.021060944
## 12071 Olfr10 -0.069481850 0.000000000 -0.028898716 -0.084946630
## 12072 Olfr1000 -0.098772526 0.029156208 -0.018388748 0.053243637
## 12073 Olfr1002 0.043354988 0.037463665 0.047980785 0.000000000
## 12074 Olfr1006 0.037256003 0.028294088 0.184586765 0.002621650
## 12075 Olfr1008 0.091104984 -0.082963940 0.040372370 -0.123476030
## 12076 Olfr1009 0.056956768 0.003185749 -0.014449120 0.136277200
## 12077 Olfr101 0.010160923 0.577499870 0.357819080 0.036248207
## 12078 Olfr1010 0.004445076 -0.090974330 -0.031969070 -0.030617714
## 12079 Olfr1012 0.034880160 -0.063498020 0.181264880 0.039448260
## 12080 Olfr1013 0.003921509 0.022244453 -0.009922981 -0.000006680
## 12081 Olfr1014 -0.067483425 -0.050584793 -0.003945828 -0.044577120
## 12082 Olfr1015 0.056766987 -0.014390945 0.168477540 0.074584010
## 12083 Olfr1016 0.141653540 -0.005763054 0.066495420 -0.193591120
## 12084 Olfr1018 0.008027554 0.141699790 0.000000000 0.159209730
## 12085 Olfr1019 -0.041450977 -0.084386826 -0.006077290 0.086389065
## 12086 Olfr102 -0.142844680 0.095767020 0.223203660 -0.008973599
## 12087 Olfr1020 -0.018905163 -0.029014587 -0.018905163 0.070223330
## 12088 Olfr1022 -0.030962467 0.111231330 0.063063620 0.052446365
## 12089 Olfr1023 0.045327187 0.089786050 -0.014116287 0.192349910
## 12090 Olfr1024 -0.127644060 -0.101976870 0.037896156 0.019733429
## 12091 Olfr1026 -0.017552376 0.062293053 0.027001858 0.061681747
## 12092 Olfr1028 0.074168680 0.006564617 0.171225070 0.104039670
## 12093 Olfr1029 0.112972740 -0.152245520 0.000000000 -0.234265800
## 12094 Olfr103 0.133347990 -0.112420080 0.087223050 0.072681904
## 12095 Olfr1030 -0.136037830 -0.041074753 0.012886047 0.009761333
## 12096 Olfr1031 -0.016582012 -0.034124850 0.104463580 0.030416965
## 12097 Olfr1032 0.065855026 0.000000000 -0.169439800 0.088805676
## 12098 Olfr1033 -0.005340576 0.006557941 -0.026864052 0.059628010
## 12099 Olfr1034 -0.144914630 0.375767230 -0.176419730 0.392383100
## 12100 Olfr1036 -0.041778088 0.022223473 -0.034154892 0.067518234
## 12101 Olfr1037 -0.050739290 0.014630795 0.028846264 0.028352737
## 12102 Olfr1038-ps 0.009037018 0.045527460 -0.125080590 -0.000344000
## 12103 Olfr1039 0.028674603 -0.000402000 0.033568382 0.044954777
## 12104 Olfr1040 0.005144119 -0.037758827 -0.150868420 0.011181355
## 12105 Olfr1042 0.173181530 -0.053044320 0.001520157 0.000743000
## 12106 Olfr1043 -0.124197006 0.032739162 0.005893230 0.183553220
## 12107 Olfr1044 -0.078742980 0.044405937 0.101624010 0.062257767
## 12108 Olfr1045 -0.160935400 -0.054529667 0.079419136 0.025135517
## 12109 Olfr1046 0.016538143 0.020708561 0.028167248 0.086565020
## 12110 Olfr1047 -0.012902737 0.006482601 0.098073006 -0.000900000
## 12111 Olfr1048 -0.015856266 -0.015314102 0.009047508 0.155615800
## 12112 Olfr1049 0.118100170 0.053487778 0.000000000 0.119302750
## 12113 Olfr104-ps 0.067595960 0.013788700 0.037398340 -0.055469036
## 12114 Olfr1051 -0.047211170 -0.054963112 0.080300810 -0.006808758
## 12115 Olfr1052 0.032437325 0.034043790 0.015640259 -0.006812573
## 12116 Olfr1053 -0.008739948 0.082323550 0.070230010 -0.017648220
## 12117 Olfr1054 0.000000000 -0.058091164 0.113350390 0.066364765
## 12118 Olfr1055 -0.024120808 0.018209934 0.086510660 0.070931435
## 12119 Olfr1056 0.013567925 0.018482685 0.009475231 0.032602787
## 12120 Olfr1057 -0.009327412 -0.017418861 0.004189968 0.000000000
## 12121 Olfr1058 0.027291775 -0.030934334 -0.019017696 0.033539295
## 12122 Olfr105-ps 0.115353584 -0.132238860 0.197572710 -0.059562206
## 12123 Olfr1061 0.002381325 -0.078385350 0.000000000 -0.004193783
## 12124 Olfr1062 0.031443596 -0.033602238 0.099973200 0.088657856
## 12125 Olfr1065 -0.003183126 -0.020138741 0.036277296 0.045705317
## 12126 Olfr1066 0.029480934 0.000000000 0.055982113 0.006034374
## 12127 Olfr106-ps 0.110310080 0.030708313 0.008450031 0.000000000
## 12128 Olfr107 0.009387970 0.004903317 -0.103089810 -0.088432790
## 12129 Olfr1076 -0.094246390 0.071471214 -0.120374200 0.011344433
## 12130 Olfr1077-ps1 0.116131780 -0.058446407 0.058988094 -0.014461517
## 12131 Olfr1079 0.000000000 -0.029360771 0.129827500 -0.017510414
## 12132 Olfr108 -0.037219048 -0.040788650 0.033773900 0.234428400
## 12133 Olfr1080 -0.001018047 -0.014245510 0.006944180 0.066564080
## 12134 Olfr1082 0.001719475 -0.027832985 0.066917896 0.023622036
## 12135 Olfr1083-ps 0.048567295 -0.048970700 0.104076860 0.000000000
## 12136 Olfr1084 0.009079456 0.005627632 0.021466732 0.053098680
## 12137 Olfr1085 0.030016900 -0.053443910 0.511481300 -0.000798000
## 12138 Olfr1086 0.026825428 0.021625996 0.149231910 0.107786655
## 12139 Olfr1087 0.000000000 -0.036461830 0.007861137 -0.055675030
## 12140 Olfr1089 0.169343950 0.000000000 0.122343540 -0.200149060
## 12141 Olfr109 0.000000000 -0.070538520 -0.135641570 -0.091770650
## 12142 Olfr1090 -0.033675670 0.039243698 0.015229702 0.063280580
## 12143 Olfr1093 0.081231120 -0.024075031 -0.011774063 -0.182627200
## 12144 Olfr1094 0.016806126 0.000000000 0.019230843 0.110074520
## 12145 Olfr1095 0.192069050 0.076234340 0.029143810 0.159211160
## 12146 Olfr1097 -0.044998646 -0.016656876 0.118288520 0.000000000
## 12147 Olfr1098 -0.042416096 -0.051697730 0.063399315 0.127972130
## 12148 Olfr1099 -0.029163360 0.021286964 0.005125523 -0.145652300
## 12149 Olfr11 0.049708366 0.092963696 0.104089260 -0.110731125
## 12150 Olfr110 -0.037749767 -0.013035774 0.195846080 0.085677150
## 12151 Olfr1100 0.000000000 0.013973713 0.005925655 0.040475845
## 12152 Olfr1101 0.137158400 0.116939070 0.046694280 0.261394980
## 12153 Olfr1102 -0.033130646 0.040246487 -0.001117230 0.008768559
## 12154 Olfr1104 0.021818161 -0.039024830 0.010240555 0.000000000
## 12155 Olfr1105 0.011301518 -0.097513200 -0.016439915 0.176775930
## 12156 Olfr1106 0.000000000 0.000000000 -0.033933163 0.010455132
## 12157 Olfr1107 0.002194405 -0.051294327 0.113426210 0.009947777
## 12158 Olfr1109 0.031711100 0.024106026 -0.016823292 0.006640434
## 12159 Olfr111 -0.075263980 -0.054933070 0.076699734 -0.013939381
## 12160 Olfr1110 -0.215316300 0.000000000 -0.042500020 0.082584860
## 12161 Olfr1111 0.101425170 0.039513110 0.113016605 -0.071991440
## 12162 Olfr1112 0.000000000 -0.065587520 0.130973340 0.139852520
## 12163 Olfr1113 0.011157990 0.048137665 -0.027307510 -0.015405655
## 12164 Olfr1115 0.113151070 0.090353010 0.126907830 0.052952290
## 12165 Olfr1116-ps -0.069562910 -0.011392117 0.034841537 -0.033731937
## 12166 Olfr1118 -0.041419983 0.000051700 -0.007947207 0.104830743
## 12167 Olfr112 0.026669502 -0.083485130 0.043445110 0.046022892
## 12168 Olfr1120 -0.060152530 0.022414684 -0.057988167 -0.051146507
## 12169 Olfr1121 -0.061727047 0.096588610 0.131803040 0.098322870
## 12170 Olfr1122 0.000000000 0.000000000 0.194947720 -0.024403572
## 12171 Olfr1123 -0.026730060 0.029219150 0.032198906 0.060489178
## 12172 Olfr1124 0.007456303 -0.035177230 0.051448345 -0.041681767
## 12173 Olfr1126 -0.088607790 -0.026118755 0.000000000 0.037196636
## 12174 Olfr1128 -0.007103443 -0.000712000 -0.053343773 -0.042602540
## 12175 Olfr1129 -0.021322250 -0.005677223 -0.032405376 -0.006584168
## 12176 Olfr113 0.013943672 0.000000000 -0.112643240 -0.193758010
## 12177 Olfr1130 -0.030066013 0.002904415 -0.004171848 0.038079740
## 12178 Olfr1131 -0.006123066 0.063810825 -0.083943370 0.012124538
## 12179 Olfr1132 0.103435990 0.016120910 0.173581600 -0.063985350
## 12180 Olfr1133 -0.012731075 -0.046479702 -0.027233124 0.027838707
## 12181 Olfr1134 -0.021734238 -0.018333435 0.012241840 -0.010151863
## 12182 Olfr1135 0.000798000 0.024213314 0.000000000 -0.031013012
## 12183 Olfr1136 -0.069146160 -0.010013104 0.001211166 -0.010013104
## 12184 Olfr1137 -0.020208836 -0.098056320 -0.044592380 0.176287650
## 12185 Olfr1138 -0.030862331 0.002860069 -0.055143356 0.073976520
## 12186 Olfr114 -0.041860104 0.045763493 0.032611370 0.071277620
## 12187 Olfr1140 -0.045356274 -0.072333810 0.041204930 0.016918182
## 12188 Olfr1141 0.000000000 0.052621365 0.052621365 0.065624240
## 12189 Olfr1143 -0.114173410 0.002314568 -0.004925728 0.002314568
## 12190 Olfr1145 0.052911280 -0.078781605 0.044124603 0.002819538
## 12191 Olfr1148 -0.289711000 0.354601380 0.271334170 0.326730250
## 12192 Olfr115 0.002062798 -0.012560844 0.007504940 -0.045311928
## 12193 Olfr1151 -0.033653260 0.045366764 0.045055390 -0.029259205
## 12194 Olfr1152 -0.163066390 0.069264890 -0.447332380 0.196585180
## 12195 Olfr1153 0.041486263 -0.043846607 0.027773857 -0.085775850
## 12196 Olfr1154 -0.084538940 -0.082912920 -0.074346066 0.047308920
## 12197 Olfr1155 -0.044845104 -0.033828260 0.069427010 0.079805850
## 12198 Olfr1156 -0.031075000 -0.062550070 0.075758460 -0.043522835
## 12199 Olfr1157 0.157217500 0.093613625 0.000882000 -0.048911095
## 12200 Olfr1158 0.067046165 -0.175404070 0.000000000 0.078906536
## 12201 Olfr116 -0.035038470 -0.107481000 0.051875114 0.011795998
## 12202 Olfr1160 -0.005945683 0.110630510 0.158362390 0.296590330
## 12203 Olfr1161 0.041008950 0.024888039 -0.049126150 0.013456345
## 12204 Olfr1162 0.055201054 0.003612995 0.028446198 0.043830395
## 12205 Olfr1163 0.056266308 0.063979150 -0.007987022 0.216636180
## 12206 Olfr1164 0.122594830 -0.108758450 0.088479520 0.057384968
## 12207 Olfr1165-ps 0.053092003 -0.024641514 -0.058124065 0.034048557
## 12208 Olfr1166 -0.066681385 -0.075055600 0.019193650 0.372085570
## 12209 Olfr1167 0.021477700 0.065114975 -0.045357227 -0.067326070
## 12210 Olfr1168 0.021591187 -0.093638420 -0.107601640 0.125522610
## 12211 Olfr117 -0.084481716 0.000000000 0.000626000 -0.020181656
## 12212 Olfr1170 0.047928810 0.000000000 0.005667210 0.055259705
## 12213 Olfr1173 0.021464348 0.021785736 0.090353490 -0.000890000
## 12214 Olfr1176 -0.018383980 0.059959890 0.127499580 0.052359104
## 12215 Olfr1178 0.041057587 -0.000432000 0.057767868 0.121984480
## 12216 Olfr1179 -0.021698475 -0.053718090 -0.020172596 0.000000000
## 12217 Olfr118 -0.332061770 0.103536130 0.431575780 0.013486385
## 12218 Olfr1180 0.065198900 -0.065298080 0.087482930 -0.041670800
## 12219 Olfr1181 0.025452137 -0.078305244 0.070059300 0.182152270
## 12220 Olfr1182 0.044532776 -0.101517200 0.146489140 0.402546400
## 12221 Olfr1183 0.092533110 0.000000000 0.053673744 0.024363040
## 12222 Olfr1184 -0.015372753 -0.047841550 0.006338596 -0.037695885
## 12223 Olfr1186 -0.007233620 -0.021608353 0.048029423 0.101157665
## 12224 Olfr1188 -0.080672740 -0.052724840 0.115060806 0.030649662
## 12225 Olfr1189 -0.033770560 0.097903730 0.097903730 -0.010892868
## 12226 Olfr119 -0.031060696 -0.004954815 0.106137750 -0.059453964
## 12227 Olfr1193 0.018051624 0.033861637 0.041409016 -0.012267113
## 12228 Olfr1195 0.010200977 -0.039999010 -0.055947780 0.083743570
## 12229 Olfr1197 0.031897423 -0.013429880 0.071620463 0.051873923
## 12230 Olfr1198 0.028920650 -0.064831730 0.148943420 0.002180576
## 12231 Olfr1199 -0.017946243 0.163251880 -0.013741016 0.067789555
## 12232 Olfr12 -0.019834995 -0.055766582 0.000000000 0.082061770
## 12233 Olfr120 -0.014221191 -0.101665500 0.237525940 0.000000000
## 12234 Olfr1200 0.043040276 -0.072776794 -0.013160229 0.002244949
## 12235 Olfr1201 -0.016096592 0.008667469 -0.101322174 0.022251130
## 12236 Olfr1202 0.049468040 -0.019804478 -0.033748150 0.088999270
## 12237 Olfr1204 0.113558770 0.019329548 0.030645847 -0.054763317
## 12238 Olfr1205 0.054335117 -0.081637860 0.001408100 -0.060261726
## 12239 Olfr1206 -0.032271862 -0.068373200 0.213612080 0.262756820
## 12240 Olfr1208 -0.004725456 0.042300700 0.070399760 0.128586290
## 12241 Olfr1209 0.018509865 -0.069075584 0.062135220 0.045108320
## 12242 Olfr121 -0.184839250 0.061767578 0.043508530 -0.050992012
## 12243 Olfr1211 -0.014955998 -0.053011894 0.034993170 0.016308784
## 12244 Olfr1212 0.023027897 0.005768776 0.032976150 -0.009997845
## 12245 Olfr1213 -0.011881828 0.209505080 0.139220240 0.042986393
## 12246 Olfr1214 -0.034554005 0.073242664 -0.038843630 0.154639240
## 12247 Olfr1215 0.020884514 -0.027371407 0.074478150 0.040594100
## 12248 Olfr1216 -0.018701553 -0.001153946 0.055484295 0.090477470
## 12249 Olfr1217 -0.025795460 -0.039751053 -0.038917540 0.145101070
## 12250 Olfr1218 0.041733265 -0.052716255 0.008556366 0.034866810
## 12251 Olfr1219 0.000000000 0.050445557 -0.020827293 0.067747590
## 12252 Olfr122 0.000000000 0.102456570 0.160068990 -0.189446450
## 12253 Olfr1220 -0.003211498 -0.032675266 0.061196327 -0.061762333
## 12254 Olfr1221 0.000931000 0.000000000 0.007072449 0.032716750
## 12255 Olfr1222 -0.037599564 0.002617836 0.220160480 -0.098478320
## 12256 Olfr1223 0.017569065 0.000000000 -0.033312320 0.017985344
## 12257 Olfr1225 -0.021024704 0.067035675 0.000000000 -0.060913563
## 12258 Olfr1226 -0.073367120 0.001327515 0.181024550 -0.068017960
## 12259 Olfr1228 -0.090098380 -0.066667080 0.004186630 0.102569580
## 12260 Olfr1229 0.047090530 -0.005620480 0.060787200 0.025232792
## 12261 Olfr123 0.021147728 -0.097534660 -0.025497437 -0.002856255
## 12262 Olfr1230 -0.044668674 -0.072016716 0.019576550 0.000000000
## 12263 Olfr1231 -0.112875940 -0.036538600 0.149978160 -0.075387480
## 12264 Olfr1232 0.020277500 -0.019454956 -0.001763344 0.035601616
## 12265 Olfr1233 0.000000000 -0.056295395 0.123503210 0.026487827
## 12266 Olfr1234 0.010310173 -0.030061245 -0.015750408 0.092590810
## 12267 Olfr1238 0.045488358 -0.038441180 0.307058800 0.126616480
## 12268 Olfr1239 0.062905310 -0.104911804 0.026956558 0.000000000
## 12269 Olfr124 0.068278790 0.038910390 0.046257973 0.000000000
## 12270 Olfr1240 -0.008164883 0.018854141 0.002498150 0.184756760
## 12271 Olfr1241 0.011611462 0.100955490 0.032923700 0.026256084
## 12272 Olfr1242 -0.008465290 0.000000000 -0.030478954 0.015776634
## 12273 Olfr1243 -0.045038700 0.065789220 0.056263924 0.169939520
## 12274 Olfr1245 0.125234130 0.008371830 -0.046998024 0.172361850
## 12275 Olfr1246 -0.002414703 -0.032905100 -0.017516136 0.034757614
## 12276 Olfr1247 0.012584209 -0.045956610 -0.029870510 -0.021949291
## 12277 Olfr1248 0.000000000 0.158095360 0.088771340 0.017509937
## 12278 Olfr1249 0.075018406 -0.001268387 -0.125674720 -0.035817623
## 12279 Olfr125 -0.011358738 -0.005480766 0.090447426 0.019932747
## 12280 Olfr1251 0.053472042 -0.018975258 0.029331684 0.004651070
## 12281 Olfr1252 -0.006568432 -0.039206743 -0.041651965 0.155837780
## 12282 Olfr1253 -0.001247406 -0.048310280 0.051693440 0.107234480
## 12283 Olfr1254 -0.015025139 -0.009202957 -0.018604279 0.032424450
## 12284 Olfr1255 -0.035829067 0.044238567 0.076774120 -0.148068430
## 12285 Olfr1256 -0.027902603 0.015181541 -0.101922990 0.302224640
## 12286 Olfr1257 0.181933400 -0.021256924 0.022716045 -0.034965515
## 12287 Olfr1258 -0.055601120 0.000000000 0.091958520 0.213632100
## 12288 Olfr1259 -0.079955100 0.053551197 -0.069899560 -0.019658089
## 12289 Olfr126 -0.010363102 0.010598660 -0.034968376 -0.083168510
## 12290 Olfr1260 -0.130442620 -0.016832352 -0.025248528 -0.071841240
## 12291 Olfr1261 -0.011501312 0.000000000 -0.000998000 0.069149020
## 12292 Olfr1262 -0.057003020 -0.005476952 -0.067037580 0.027609825
## 12293 Olfr1263 -0.064577580 0.000000000 -0.033725260 0.014961720
## 12294 Olfr1264 0.048787594 -0.050525665 -0.046352386 0.007722855
## 12295 Olfr1265 0.036024094 -0.088815210 0.000000000 -0.163303380
## 12296 Olfr1269 0.028748751 -0.025545120 0.043272257 -0.038650990
## 12297 Olfr127 0.035926342 -0.060681343 0.043100357 -0.038063526
## 12298 Olfr1270 -0.037413597 0.016055107 0.080084324 0.008349896
## 12299 Olfr1271 -0.042313576 0.042791843 0.068623540 -0.050196170
## 12300 Olfr1272 0.024669170 0.001310825 0.076150420 -0.004372120
## 12301 Olfr1273-ps 0.052842617 -0.054585934 0.065859795 -0.050361633
## 12302 Olfr1274-ps 0.099937440 -0.164151670 -0.075586320 -0.200503350
## 12303 Olfr1275 -0.018409252 0.163617130 0.069088460 0.250146400
## 12304 Olfr1276 -0.061256410 -0.098240376 0.202022550 0.064686775
## 12305 Olfr1277 0.060334682 -0.026946545 0.046927452 0.120022774
## 12306 Olfr1278 -0.066518780 0.086986540 0.147118570 0.127332210
## 12307 Olfr1279 -0.066551685 -0.128941060 0.025633335 -0.011798859
## 12308 Olfr128 0.035214900 0.024903297 -0.017364502 -0.044008730
## 12309 Olfr1280 0.035200120 -0.035839080 0.029797077 -0.012915134
## 12310 Olfr1281 0.019497395 0.110028270 0.026042461 0.064072130
## 12311 Olfr1282 0.101778510 -0.170693400 -0.183169360 -0.043948650
## 12312 Olfr1283 -0.019984245 0.007708073 0.010066986 -0.061898710
## 12313 Olfr1284 0.006546497 -0.189558980 0.264460560 0.060705185
## 12314 Olfr1286 -0.038969040 0.057418346 0.130834580 0.105153084
## 12315 Olfr1287 0.071313380 -0.076193810 0.049902916 0.045938015
## 12316 Olfr1288 -0.071644306 0.178265570 0.084492680 0.000000000
## 12317 Olfr1289 -0.007182837 -0.044778824 -0.069420578 0.070627452
## 12318 Olfr129 0.000000000 -0.098834040 -0.054064274 0.034727097
## 12319 Olfr1290 -0.138064380 -0.033410072 0.259473320 0.001164436
## 12320 Olfr1294 -0.113972190 0.048035620 0.180598260 -0.026833057
## 12321 Olfr1295 0.000000000 0.000000000 0.056984425 0.030129910
## 12322 Olfr1297 0.027092457 -0.075067040 0.017114640 0.021356583
## 12323 Olfr1298 0.043566704 0.010647774 0.000000000 -0.055915833
## 12324 Olfr1299 -0.005024910 -0.026419163 0.005383015 -0.004827976
## 12325 Olfr13 -0.033191204 -0.019532204 0.071791650 0.060349940
## 12326 Olfr130 -0.057754993 0.050719738 -0.006457329 0.069773674
## 12327 Olfr1300-ps1 0.079830170 0.127548220 -0.002361298 0.080032825
## 12328 Olfr1301 -0.024610520 0.000726000 0.134029870 0.048532963
## 12329 Olfr1302 -0.055573463 0.159358020 0.169711110 -0.018481255
## 12330 Olfr1303 -0.025362492 -0.006900787 0.040965080 0.142065050
## 12331 Olfr1305 -0.008534431 0.000000000 -0.017293453 0.117730140
## 12332 Olfr1306 -0.016572952 0.010925293 -0.005767822 0.074291706
## 12333 Olfr1307 0.018954754 -0.129408360 0.055747032 0.000000000
## 12334 Olfr1308 -0.059402466 -0.045676230 0.000088700 0.047042370
## 12335 Olfr1309 0.027285099 -0.027357101 0.000000000 0.012919426
## 12336 Olfr131 -0.037045956 -0.059216976 0.029318810 0.001320839
## 12337 Olfr1310 -0.000813000 -0.030099392 0.010973930 -0.004069805
## 12338 Olfr1311 0.029628754 -0.091849330 0.060249805 -0.000024300
## 12339 Olfr1312 0.018719196 0.004680157 -0.009564400 -0.014092445
## 12340 Olfr1313 -0.013234615 0.000000000 0.155263420 0.127924440
## 12341 Olfr1314 0.041099550 -0.010757923 -0.055354595 0.151941780
## 12342 Olfr1316 0.049017430 -0.009136200 0.025485993 -0.008573532
## 12343 Olfr1317 -0.019331932 -0.022691250 0.010157585 0.040182590
## 12344 Olfr1318 -0.059130190 0.051020145 0.051906586 -0.042290210
## 12345 Olfr132 -0.058671474 -0.030907154 0.098869324 0.135826110
## 12346 Olfr1320 0.045011520 0.079337600 0.000000000 -0.068403244
## 12347 Olfr1321 -0.065744880 -0.022333622 -0.042697906 -0.143384930
## 12348 Olfr1322 0.000000000 0.043861390 0.219687940 -0.131045820
## 12349 Olfr1323 -0.069467545 -0.081209180 0.019886017 0.139854910
## 12350 Olfr1324 -0.084036350 -0.006679058 0.048932076 0.110175610
## 12351 Olfr1325 0.061349870 0.000000000 0.012147427 -0.019887447
## 12352 Olfr1328 0.056110860 0.001978397 -0.023434639 0.194270610
## 12353 Olfr1329 -0.075848100 0.025606155 0.000000000 -0.026554108
## 12354 Olfr133 0.119911670 -0.088532450 -0.043835640 0.048478127
## 12355 Olfr1330 0.158430580 -0.046430588 -0.033908367 0.036271572
## 12356 Olfr1331 0.012740135 -0.422058580 -0.066772940 0.130290990
## 12357 Olfr1333 -0.017489910 0.053587914 0.107059956 -0.215813160
## 12358 Olfr1335 -0.003952503 -0.118429184 0.028985977 0.034916878
## 12359 Olfr1336 -0.275073050 -0.075210570 0.199468610 0.072151660
## 12360 Olfr1337 0.026412010 -0.020407200 0.117006780 -0.339134700
## 12361 Olfr1338 -0.030504227 0.098598960 0.000000000 -0.078048230
## 12362 Olfr1339 -0.033987045 0.043993950 -0.016340256 0.012829781
## 12363 Olfr134 0.067539690 0.051473140 0.030607224 0.140553000
## 12364 Olfr1340 -0.035519123 -0.221487520 0.016862392 0.038856983
## 12365 Olfr1341 -0.013947010 0.032872677 0.072944640 -0.136515140
## 12366 Olfr1342 0.061657430 -0.093118670 0.021123410 0.000000000
## 12367 Olfr1344 0.018227100 -0.012736797 0.233464720 0.007651806
## 12368 Olfr1346 -0.047038080 -0.066919330 0.333944320 0.403852940
## 12369 Olfr1347 0.000000000 -0.083911896 -0.072312830 0.336735730
## 12370 Olfr1348 -0.054743767 0.035797596 -0.068089960 -0.064847946
## 12371 Olfr1349 0.115417000 0.002320290 -0.045433044 -0.003344536
## 12372 Olfr135 0.007669926 0.011221409 0.018240452 0.088331220
## 12373 Olfr1350 0.127477650 -0.065487385 -0.010170937 0.304785730
## 12374 Olfr1351 0.107550620 0.003970623 -0.035597800 -0.053296566
## 12375 Olfr1352 -0.039083004 -0.008995533 -0.049025536 0.106272700
## 12376 Olfr1353 -0.048727036 -0.120548250 -0.022123337 0.145127770
## 12377 Olfr1355 0.053461550 0.000000000 -0.011055946 -0.016126633
## 12378 Olfr1356 -0.087662700 -0.039356230 0.141966820 0.011344910
## 12379 Olfr1357 -0.063933370 -0.038193226 0.201656820 0.092431070
## 12380 Olfr1359 -0.052162886 0.124685528 0.012809277 -0.000185490
## 12381 Olfr136 -0.029171467 0.060829640 0.000260000 0.003614903
## 12382 Olfr1361 0.031116486 -0.036007880 0.173136230 -0.024432182
## 12383 Olfr1362 -0.054650784 -0.093406680 0.054434300 0.043864250
## 12384 Olfr1364 -0.050585747 -0.150959490 0.095932480 0.098738670
## 12385 Olfr1366 0.836857800 -0.033349037 -0.192112920 -0.141747950
## 12386 Olfr1367 -0.045410633 -0.027572632 0.211622240 0.172274110
## 12387 Olfr1368 0.000000000 0.023143291 0.071011540 0.210325720
## 12388 Olfr137 0.160837650 -0.077093124 0.180885790 0.036489487
## 12389 Olfr1370 -0.034099580 0.010742188 0.226240160 0.014197826
## 12390 Olfr1371 0.016830921 0.009657383 0.000000000 -0.123420715
## 12391 Olfr1372-ps1 1.053131100 0.423791400 1.252780900 0.259488580
## 12392 Olfr1373 0.067390920 0.240389820 -0.005304813 -0.022754670
## 12393 Olfr1377 0.065291880 -0.079364300 -0.020301819 -0.018460750
## 12394 Olfr1378 0.015387058 -0.155246260 -0.022450447 0.050484657
## 12395 Olfr138 0.019274712 0.002257824 -0.001118660 0.008708954
## 12396 Olfr1380 -0.008306026 -0.032085896 0.049846172 0.000000000
## 12397 Olfr1381 0.049799920 0.001704693 -0.029942990 -0.097594260
## 12398 Olfr1382 0.000000000 -0.104879380 0.049978256 -0.047930717
## 12399 Olfr1383 0.145820140 0.219608300 0.000000000 0.145758150
## 12400 Olfr1384 0.123189450 0.000000000 -0.016497612 0.112596035
## 12401 Olfr1385 0.021094323 -0.019961596 0.044091225 -0.055263520
## 12402 Olfr1387 -0.027770996 -0.016993046 0.056698800 0.078028680
## 12403 Olfr1388 -0.039993286 0.053844452 -0.082916740 -0.019013882
## 12404 Olfr1389 -0.077533720 -0.074267390 0.161453250 -0.027480602
## 12405 Olfr139 0.010658741 -0.065844536 0.044345380 -0.043663025
## 12406 Olfr1390 0.000000000 -0.026046753 -0.000201000 0.048533916
## 12407 Olfr1391 0.000000000 0.038238050 0.000000000 0.000000000
## 12408 Olfr1392 -0.176232810 0.044850350 0.176209450 0.284801000
## 12409 Olfr1393 -0.232834820 0.126974100 0.014679909 -0.035712242
## 12410 Olfr1394 -0.006816387 -0.006875515 0.011891365 -0.074421406
## 12411 Olfr1395 0.054404736 0.071837425 0.259730820 -0.083736420
## 12412 Olfr1396 -0.659788600 -0.010181427 -0.327191350 3.031414500
## 12413 Olfr140 -0.052623272 -0.148091800 0.006837368 0.145483970
## 12414 Olfr1402 -0.067970750 -0.100894930 0.178942200 -0.000716000
## 12415 Olfr1404 -0.040911674 0.000000000 0.066818240 0.052649020
## 12416 Olfr1406 -0.004624367 0.003351212 0.090543270 -0.075812820
## 12417 Olfr1408 0.144440170 -0.026744843 0.161162380 0.130254750
## 12418 Olfr141 0.071919920 -0.090959550 0.135415550 0.018306732
## 12419 Olfr1410 -0.032770157 -0.052236557 -0.074885845 0.188257220
## 12420 Olfr1411 -0.076107500 0.161814690 0.117628574 -0.052083970
## 12421 Olfr1412 0.028012276 -0.087120530 -0.091274260 0.104660990
## 12422 Olfr1413 0.021073341 -0.066322800 -0.025374890 -0.108845234
## 12423 Olfr1414 -0.023896217 -0.011188030 -0.151528840 0.160598280
## 12424 Olfr1415 -0.026574135 -0.001754761 0.169871330 0.057766438
## 12425 Olfr1416 0.034413338 0.043174744 -0.152959350 0.098602295
## 12426 Olfr1417 0.057600975 -0.039796352 0.147421360 0.097580910
## 12427 Olfr1418 -0.015138626 -0.091433525 -0.279706000 0.157618050
## 12428 Olfr1419 -0.196767800 -0.025255680 0.177593230 0.239048480
## 12429 Olfr142 0.007104397 -0.066504955 0.016690731 0.014081955
## 12430 Olfr1420 0.170776370 -0.023676872 0.391247750 0.000000000
## 12431 Olfr1423 0.001526833 -0.040140152 0.022740840 0.021484375
## 12432 Olfr1424 -0.019351960 0.015054226 0.051201344 0.015190125
## 12433 Olfr1425 -0.151044370 -0.164697170 0.021555900 0.197363380
## 12434 Olfr1426 0.121854305 0.026160717 0.177496910 0.074866295
## 12435 Olfr1427 0.000000000 -0.027670860 0.000000000 0.016889095
## 12436 Olfr1428 0.000000000 -0.001532078 0.035836220 0.059331894
## 12437 Olfr143 0.030459404 0.004169941 0.178012850 0.132653240
## 12438 Olfr1431 -0.044884680 -0.118937970 0.065028190 0.129932880
## 12439 Olfr1433 -0.050469875 -0.008846283 0.048703670 -0.004041672
## 12440 Olfr1436 -0.024051666 0.058969975 -0.048879147 0.131842610
## 12441 Olfr1437 -0.103334430 -0.028848171 0.109334470 0.002892494
## 12442 Olfr1440 -0.090226650 0.182690620 0.027028084 0.087117195
## 12443 Olfr1441 0.151832580 -0.088603020 -0.028728962 -0.021643162
## 12444 Olfr1442 0.000829000 0.085943220 0.010868549 0.000000000
## 12445 Olfr1443 -0.046907900 -0.058611393 -0.005238533 -0.004144669
## 12446 Olfr1444 0.037582397 -0.163198470 -0.032413006 0.159418100
## 12447 Olfr1445 0.002886772 0.000000000 -0.026946068 0.053687096
## 12448 Olfr1446 -0.034096718 -0.049657820 -0.014867306 0.056268692
## 12449 Olfr1447 -0.073307990 0.038561820 0.282138350 0.060597420
## 12450 Olfr1448 0.017649174 -0.022131920 0.050170900 0.082602500
## 12451 Olfr1449 0.146414760 -0.017805100 0.190229420 0.007133007
## 12452 Olfr145 0.126746180 -0.017033577 -0.249884600 -0.091801170
## 12453 Olfr1450 0.075528145 0.000000000 0.000000000 0.236898420
## 12454 Olfr1451 0.000000000 -0.027547836 0.135406500 -0.050171852
## 12455 Olfr1453 0.059070587 -0.103480340 0.014091492 -0.012024403
## 12456 Olfr1454 0.026089668 -0.008604050 0.002466202 -0.017217636
## 12457 Olfr1457 -0.032515050 0.043957710 0.040935040 0.007796288
## 12458 Olfr1459 0.125987530 -0.133729930 0.295888900 0.087164880
## 12459 Olfr146 0.000000000 -0.031851290 -0.016983032 0.025772095
## 12460 Olfr1461 -0.132190230 0.000000000 0.010245800 -0.010020733
## 12461 Olfr1462 -0.019687653 0.028790474 0.130170350 -0.011664391
## 12462 Olfr1463 0.117052080 0.006002426 0.038042070 0.016298294
## 12463 Olfr1465 0.065181730 -0.061821938 -0.009156227 -0.034229755
## 12464 Olfr1466 0.025297642 -0.002251625 0.050220490 -0.030523300
## 12465 Olfr1467 -0.091877460 0.041518690 0.044756413 0.133504390
## 12466 Olfr1469 -0.016868591 -0.010252953 0.000000000 0.000000000
## 12467 Olfr147 -0.068331240 -0.065670970 0.024866104 0.236319540
## 12468 Olfr1471 0.065451145 0.030074120 0.000779000 -0.049602985
## 12469 Olfr1472 -0.009273529 -0.009273529 0.005096912 0.060423374
## 12470 Olfr1474 -0.011536121 0.064945700 0.004314423 -0.084434030
## 12471 Olfr1475 0.076877594 0.050233364 0.280775070 -0.033195972
## 12472 Olfr1477 0.014067650 -0.009696960 -0.021305084 0.087137220
## 12473 Olfr148 0.007795811 -0.004572868 0.016195297 -0.052953243
## 12474 Olfr1480 -0.005176544 -0.064011100 -0.005176544 0.045228480
## 12475 Olfr1484 0.029089928 -0.004827023 0.060654163 0.007525921
## 12476 Olfr1487 0.000000000 0.041181564 -0.111044410 -0.011047363
## 12477 Olfr1489 0.035027504 -0.017191887 -0.030502796 0.035470486
## 12478 Olfr149 0.000000000 -0.042814730 0.128022670 0.099925040
## 12479 Olfr1490 0.000000000 0.126873500 -0.014325142 0.000000000
## 12480 Olfr1491 0.026859760 -0.070596220 0.061239720 0.171238420
## 12481 Olfr1494 0.034201145 -0.141815660 0.023334980 0.224668500
## 12482 Olfr1495 0.163000100 0.070182800 -0.077054024 -0.079767230
## 12483 Olfr1496 0.001581192 -0.040651800 0.105909350 0.030883312
## 12484 Olfr1497 -0.082158090 0.117651940 0.107562540 -0.363144400
## 12485 Olfr1499 0.136062620 0.003064156 -0.014378548 0.000000000
## 12486 Olfr15 0.102801800 0.037928580 0.129934790 0.000000000
## 12487 Olfr150 0.079333305 -0.129070280 0.192826750 0.127529140
## 12488 Olfr1500 -0.002238274 0.032711983 0.033998490 0.056246758
## 12489 Olfr1501 0.000000000 -0.033977985 -0.068693640 0.003298283
## 12490 Olfr1502 0.022668839 -0.099401000 0.104399204 0.108996390
## 12491 Olfr1504 0.017592907 -0.057133198 0.108018400 -0.075122360
## 12492 Olfr1505 0.158412220 -0.048884868 0.126335140 0.132074355
## 12493 Olfr1506 -0.109319688 0.038816690 -0.105319738 -0.023196697
## 12494 Olfr1507 0.110554695 -0.028635025 -0.006939888 0.044213770
## 12495 Olfr1508 0.134200100 -0.108763220 -0.034834860 -0.056967735
## 12496 Olfr1509 -0.000976000 0.042870520 0.028787136 0.023274422
## 12497 Olfr151 -0.011501312 -0.006779671 0.153344630 -0.017030240
## 12498 Olfr1510 0.069561005 0.016405106 0.007178307 0.129121300
## 12499 Olfr1511 -0.261351600 0.047167778 0.019618034 0.238841060
## 12500 Olfr1512 0.212759970 0.016893864 -0.034517290 0.005281925
## 12501 Olfr1513 -0.009331226 0.148765090 0.079469204 0.037757397
## 12502 Olfr152 -0.041544437 0.044069767 0.067073820 0.083999160
## 12503 Olfr153 -0.073865410 -0.049805164 -0.170602800 0.020979881
## 12504 Olfr1535 0.118354320 -0.048326492 0.000000000 -0.131177430
## 12505 Olfr1537 0.000000000 -0.320547580 -0.155328270 0.205895420
## 12506 Olfr154 0.016533852 0.041431904 0.026712894 0.062346935
## 12507 Olfr155 -0.190597060 -0.132582660 0.117189884 -0.134516240
## 12508 Olfr156 0.017159939 0.122954845 0.024975300 0.099380490
## 12509 Olfr157 0.019057750 -0.040028572 0.082252980 -0.038325310
## 12510 Olfr159 -0.005469322 -0.055559160 0.080341340 0.007375240
## 12511 Olfr16 -0.046757698 -0.047059060 -0.227154250 0.051743030
## 12512 Olfr160 -0.152676580 0.022940159 0.025292397 0.035498620
## 12513 Olfr161 0.003392220 0.010475636 0.005891323 -0.012301922
## 12514 Olfr164 -0.060801983 -0.052179337 -0.082713130 0.012307167
## 12515 Olfr165 -0.052742480 -0.089060780 -0.015398979 0.162301540
## 12516 Olfr166 -0.152093890 0.142449380 0.094705580 0.077547070
## 12517 Olfr167 0.036182404 -0.072772500 0.149852750 0.095598700
## 12518 Olfr168 0.013135910 0.007814407 0.092986580 0.132979870
## 12519 Olfr169 -0.106701374 0.010911465 0.140697960 -0.007221222
## 12520 Olfr17 0.038603783 0.007142544 0.044922830 0.000000000
## 12521 Olfr170 0.136078360 -0.044154644 -0.111257550 -0.002662182
## 12522 Olfr171 0.015974998 0.001744270 0.135847090 0.000000000
## 12523 Olfr172 0.484568600 0.166995530 0.066887856 -0.394785880
## 12524 Olfr173 0.010728359 0.034543990 -0.069972515 0.237265590
## 12525 Olfr175-ps1 -0.012042999 0.072920800 0.138583180 0.012657642
## 12526 Olfr177 -0.091859820 -0.037984848 0.000000000 0.055667877
## 12527 Olfr178 -0.004398823 0.094255924 0.023386478 -0.042434216
## 12528 Olfr18 -0.019986153 0.035734177 0.078627110 0.177073000
## 12529 Olfr180 -0.083984375 -0.233191010 0.000751000 0.026125431
## 12530 Olfr181 -0.039628030 0.002933025 0.079619410 0.040643692
## 12531 Olfr183 0.021631718 0.054005146 0.008084774 -0.007873535
## 12532 Olfr186 -0.040090560 0.001436710 0.032091140 0.020099163
## 12533 Olfr187 0.000609000 -0.024281502 0.165554050 0.000000000
## 12534 Olfr19 0.142101290 -0.093100070 -0.079164030 -0.001494408
## 12535 Olfr190 -0.029588223 0.000000000 0.029079437 0.043962955
## 12536 Olfr191 -0.024106026 -0.021546364 0.136620520 0.095034120
## 12537 Olfr192 -0.026496410 -0.047457220 -0.022090435 0.004992962
## 12538 Olfr193 0.037230490 0.016942501 -0.071645260 -0.107481000
## 12539 Olfr194 0.000000000 -0.040312290 0.050498010 0.003180504
## 12540 Olfr195 0.029637814 0.160736560 -0.075387000 0.095939160
## 12541 Olfr196 -0.002747059 -0.014872074 -0.026329994 0.015950680
## 12542 Olfr197 -0.016051770 -0.019897461 0.020174503 0.070324900
## 12543 Olfr198 -0.030277252 -0.042030334 -0.197469710 0.242093090
## 12544 Olfr199 -0.064331055 -0.030767918 -0.013275623 0.096800804
## 12545 Olfr2 -0.004611015 0.000000000 0.118456360 0.173803800
## 12546 Olfr20 -0.024279118 0.005766869 -0.109233380 0.000000000
## 12547 Olfr201 0.115344050 0.038103104 0.040454865 0.137047770
## 12548 Olfr202 -0.002448082 -0.029162884 -0.025799751 -0.013480663
## 12549 Olfr203 0.103928566 -0.003204346 0.097992420 0.099730015
## 12550 Olfr204 0.104262830 0.000000000 0.047626972 0.045452118
## 12551 Olfr205 0.002612114 0.022258282 -0.005211353 0.031730650
## 12552 Olfr206 -0.031960487 0.000000000 0.073150635 0.019772530
## 12553 Olfr208 -0.047796250 -0.038119793 0.126950260 0.071490290
## 12554 Olfr211 0.000000000 -0.018789768 -0.152863980 0.078556540
## 12555 Olfr212 0.000000000 0.037940980 0.280902400 0.213895800
## 12556 Olfr213 -0.005780697 0.000000000 0.171437260 -0.061314583
## 12557 Olfr214 0.069026950 -0.015421867 -0.246741770 -0.037811280
## 12558 Olfr215 -0.156314370 -0.088307380 0.331503870 0.122332096
## 12559 Olfr218 0.164885040 0.007525444 -0.096810340 -0.149509900
## 12560 Olfr220 -0.028221130 -0.017843723 0.110027310 0.351162430
## 12561 Olfr221 -0.046908380 -0.034865380 -0.043277740 0.000000000
## 12562 Olfr222 -0.021270275 -0.136996750 0.044683933 -0.060181140
## 12563 Olfr223 -0.053245068 0.046105860 -0.029690742 -0.029954910
## 12564 Olfr224 -0.020268440 0.132366180 0.076514244 -0.003034592
## 12565 Olfr225 0.119534970 0.050127983 0.218875410 0.282308580
## 12566 Olfr228 0.063185215 0.000000000 -0.074758050 0.043349266
## 12567 Olfr229 -0.002437115 -0.023315907 0.057603836 0.011374950
## 12568 Olfr23 0.161677840 0.000000000 0.000789000 0.000326000
## 12569 Olfr231 -0.120167255 -0.071177480 -0.093103886 0.017503738
## 12570 Olfr235 -0.062030792 0.040078163 0.037558080 -0.085482600
## 12571 Olfr237-ps1 0.027786255 0.047712326 0.106719494 -0.120252130
## 12572 Olfr239 -0.097614290 -0.141582490 -0.011682510 0.089645386
## 12573 Olfr24 -0.010867119 -0.055175304 0.036557198 0.010462284
## 12574 Olfr242 0.001018524 0.049753666 0.046913147 0.053183556
## 12575 Olfr243 -0.070812700 -0.085292816 0.044397830 0.056770800
## 12576 Olfr247 0.036340872 -0.030069192 -0.074498970 0.144763313
## 12577 Olfr248 0.019414902 -0.009416103 -0.021670818 -0.149768350
## 12578 Olfr25 0.019696712 -0.008391857 0.041652203 -0.035692690
## 12579 Olfr250 -0.070402620 0.002748489 0.026458263 0.011723518
## 12580 Olfr251 -0.074723720 -0.038373947 0.057143690 0.125088210
## 12581 Olfr259 -0.011393070 0.002568245 0.029833794 0.015305519
## 12582 Olfr26 -0.017490387 -0.020894527 0.000569000 0.036016464
## 12583 Olfr262 0.026381016 -0.094630240 0.024716854 0.000000000
## 12584 Olfr263 -0.000413656 0.029399870 0.061967136 -0.004432440
## 12585 Olfr266 0.073319435 0.025844097 0.000000000 -0.046548367
## 12586 Olfr267 -0.045970917 -0.101743220 0.344169140 -0.211244100
## 12587 Olfr270 0.036989690 -0.023790836 0.059727670 0.049945830
## 12588 Olfr272 0.197157380 0.050824165 0.155665400 -0.064160350
## 12589 Olfr273 0.023344040 -0.005268097 0.131752490 0.032128810
## 12590 Olfr275 -0.110359190 0.004769325 0.167058940 0.055369854
## 12591 Olfr279 -0.012711525 -0.122347355 0.248942380 0.024812698
## 12592 Olfr281 -0.021062851 0.046534540 0.075149060 -0.028742313
## 12593 Olfr282 -0.013206959 -0.199598310 0.113237860 0.050147533
## 12594 Olfr283 0.000743000 0.040145397 0.010119438 -0.049401760
## 12595 Olfr284 -0.093828680 -0.002354145 0.015892982 0.149398330
## 12596 Olfr285 -0.088992120 0.000000000 0.175498010 -0.089797020
## 12597 Olfr286 -0.128369810 0.000000000 0.079457280 0.204514500
## 12598 Olfr288 -0.128961560 -0.026714802 -0.033458233 0.254200940
## 12599 Olfr290 0.010938168 -0.044357777 0.049003124 0.062106610
## 12600 Olfr291 0.005250931 0.005250931 0.077122210 -0.069260600
## 12601 Olfr292 0.014151573 -0.104331490 -0.061070442 -0.103474140
## 12602 Olfr293 0.040665627 -0.054944040 0.158310410 -0.063315390
## 12603 Olfr294 -0.102633000 -0.016103745 0.070653440 -0.025804996
## 12604 Olfr295 0.000792000 -0.024682522 0.055585860 0.000335000
## 12605 Olfr297 0.064964770 0.056376457 -0.045165062 -0.009139061
## 12606 Olfr298 0.156122680 -0.050358295 0.050766468 -0.020198822
## 12607 Olfr299 0.021874428 -0.008676529 0.040048122 0.000000000
## 12608 Olfr29-ps1 -0.030948639 -0.033677100 -0.059252740 0.142672060
## 12609 Olfr3 0.000000000 0.026961327 0.000000000 0.000000000
## 12610 Olfr30 -0.000092000 -0.069209576 0.034261703 0.098573210
## 12611 Olfr301 0.073758125 0.008579254 0.032318115 0.000000000
## 12612 Olfr303 0.000000000 -0.065186020 -0.013471127 0.014635086
## 12613 Olfr304 -0.022850513 -0.145055300 -0.067176820 0.075749400
## 12614 Olfr305 0.000000000 -0.034602165 0.000000000 0.122155670
## 12615 Olfr307 0.045522690 -0.048800470 0.072209835 0.000000000
## 12616 Olfr308 0.000000000 -0.009102821 0.085998060 -0.009628773
## 12617 Olfr309 0.008896828 -0.029762745 -0.016965866 0.209779740
## 12618 Olfr31 -0.030068874 0.094020840 0.089453700 0.000000000
## 12619 Olfr310 0.090107440 -0.115256790 0.020513535 -0.041733265
## 12620 Olfr311 0.023518085 -0.189835070 0.115854740 -0.012118340
## 12621 Olfr312 0.001143456 -0.033208370 0.023607254 0.234678750
## 12622 Olfr313 -0.175788880 0.000000000 -0.166611200 0.091955660
## 12623 Olfr314 0.142531400 0.131661420 0.264173500 0.027826786
## 12624 Olfr315 -0.008239269 -0.033064842 0.091980460 -0.037060260
## 12625 Olfr316 -0.009574891 0.012696265 0.058899402 -0.090041398
## 12626 Olfr317 0.202839850 0.009867668 0.344270700 -0.083337310
## 12627 Olfr319 -0.060927868 -0.098402500 0.000000000 0.000000000
## 12628 Olfr32 0.000096800 0.013068199 0.070856094 0.017591000
## 12629 Olfr320 0.312246800 0.016757965 0.292657850 -0.116851330
## 12630 Olfr322 0.197848800 0.118264200 0.141128060 -0.281712060
## 12631 Olfr323 0.059412480 0.036516666 -0.015864850 0.126996520
## 12632 Olfr324 0.081794260 -0.043437958 0.049222470 0.000000000
## 12633 Olfr325 0.044665337 -0.051372050 -0.164040090 0.056165695
## 12634 Olfr328 -0.029130459 0.085576060 0.120727060 0.079373360
## 12635 Olfr329-ps 0.074334620 -0.084238530 0.000000000 0.019891739
## 12636 Olfr33 -0.020044327 0.000000000 0.073387146 0.110249996
## 12637 Olfr330 -0.051339150 -0.026655674 0.082696440 -0.035779953
## 12638 Olfr332 0.025357246 0.111496450 0.024757385 -0.010064602
## 12639 Olfr338 0.038951397 0.003392220 -0.145150180 0.108873370
## 12640 Olfr339 -0.040127754 -0.064430710 0.017109870 0.050227165
## 12641 Olfr340 -0.007365227 -0.043337345 0.052899360 0.002535820
## 12642 Olfr341 -0.059101580 -0.026559830 0.136022570 0.110929966
## 12643 Olfr342 -0.063834670 -0.003526688 0.021352768 -0.037699223
## 12644 Olfr344 0.143955710 -0.037027836 0.353065970 0.012070179
## 12645 Olfr345 -0.012908459 -0.012716770 0.039514540 -0.053510190
## 12646 Olfr346 0.072382930 -0.031295776 0.037721634 0.016514301
## 12647 Olfr347 -0.035535336 0.000000000 -0.033687590 -0.152775290
## 12648 Olfr348 0.024854183 -0.035562992 0.030374527 -0.057731630
## 12649 Olfr350 -0.020644665 -0.035207270 -0.087282180 0.000000000
## 12650 Olfr351 -0.059275627 -0.092267040 0.000763000 0.158984180
## 12651 Olfr352 0.005202293 -0.005598068 -0.074200630 0.007701397
## 12652 Olfr353 0.034406185 -0.035429955 0.070495130 0.046995163
## 12653 Olfr354 0.042820454 0.108628270 0.170175550 -0.128931520
## 12654 Olfr355 0.000000000 0.009044170 -0.029853820 0.037016870
## 12655 Olfr356 -0.008870602 -0.107156750 0.000000000 -0.085423470
## 12656 Olfr357 0.167112350 0.000000000 -0.070264820 -0.064574720
## 12657 Olfr358 0.082692150 -0.033197880 -0.146644120 0.208354000
## 12658 Olfr360 -0.031462431 0.069629195 0.058490515 0.085725068
## 12659 Olfr361 -0.135139470 -0.050050260 0.014018536 0.159255500
## 12660 Olfr362 0.204876420 -0.000074400 0.029266357 0.000000000
## 12661 Olfr365 0.117973565 0.045695780 0.002773285 0.035270453
## 12662 Olfr366 0.092961310 0.014986515 -0.125755310 0.063167570
## 12663 Olfr367-ps 0.130226140 -0.006121635 0.000762000 0.269405840
## 12664 Olfr368 -0.029685020 -0.093824860 0.054971218 0.031245708
## 12665 Olfr370 0.000000000 -0.042891026 0.152178760 0.016479969
## 12666 Olfr371 -0.076093200 -0.071317670 0.154802320 0.242527960
## 12667 Olfr372 0.028734684 -0.075990200 0.000000000 -0.019354343
## 12668 Olfr373 -0.176546570 -0.225538250 0.066282270 0.091141224
## 12669 Olfr374 0.198036670 -0.072373390 0.091160300 0.040959835
## 12670 Olfr376 0.004600048 -0.034528255 -0.019314290 -0.080064300
## 12671 Olfr378 0.000000000 -0.085428240 0.081387040 0.072927000
## 12672 Olfr38 -0.048567295 0.046380520 0.027921200 0.124094010
## 12673 Olfr380 -0.028531075 -0.059985160 0.005408764 0.114767550
## 12674 Olfr381 -0.022565842 0.000000000 0.006344318 0.027850628
## 12675 Olfr382 0.020037651 -0.009542465 0.006734371 0.009268761
## 12676 Olfr384 -0.087388990 -0.001344204 0.062902930 -0.016063213
## 12677 Olfr385 -0.102421760 -0.034100056 0.015484810 0.043120860
## 12678 Olfr389 0.000000000 0.044638634 -0.004310608 -0.012426853
## 12679 Olfr39 -0.013673306 -0.038326263 0.042960644 -0.122523310
## 12680 Olfr390 0.009404659 -0.044651030 0.014146805 -0.033126354
## 12681 Olfr391-ps -0.008515358 -0.058307648 0.005445480 0.090248110
## 12682 Olfr392 0.029822350 -0.050800323 -0.012294292 0.000000000
## 12683 Olfr393 -0.010046959 0.023815632 -0.053689003 0.000000000
## 12684 Olfr394 0.086177350 -0.028158188 -0.089563850 0.000000000
## 12685 Olfr395 0.097210884 0.056215286 0.000000000 0.138014800
## 12686 Olfr397 -0.011618614 -0.062118053 0.014353752 -0.060814857
## 12687 Olfr398 0.120007990 -0.012798786 0.047779560 0.210253240
## 12688 Olfr399 -0.106678486 0.013563633 0.066543580 -0.094240190
## 12689 Olfr401 -0.150988100 0.078065395 -0.048459530 -0.042074203
## 12690 Olfr402 -0.200806620 -0.010325909 0.150108810 0.045530796
## 12691 Olfr403 0.107989310 -0.080612180 0.202253340 0.063659670
## 12692 Olfr406 0.047697544 0.089803696 0.017961979 0.066856384
## 12693 Olfr410 -0.082665920 0.023596287 0.000000000 0.009631157
## 12694 Olfr411 0.008790970 0.000000000 -0.030985832 0.195479870
## 12695 Olfr412 -0.023519040 -0.011502266 0.095916270 -0.027400970
## 12696 Olfr414 0.083017350 -0.065612790 -0.042168140 0.207155230
## 12697 Olfr417 0.039375782 0.035209656 0.097661495 0.010722160
## 12698 Olfr418-ps1 -0.018884182 -0.003781796 0.065390590 0.255308150
## 12699 Olfr419 0.000000000 -0.142073150 -0.137890820 -0.043813705
## 12700 Olfr420 0.000000000 0.019342900 -0.122442245 0.009179592
## 12701 Olfr421-ps1 0.091552734 0.047542572 0.037690163 0.066243650
## 12702 Olfr424 0.000000000 -0.178506370 -0.046793938 -0.059376240
## 12703 Olfr427 0.034948826 -0.001916409 -0.056377888 0.102272990
## 12704 Olfr429 0.076077460 -0.070618150 -0.041243553 0.115491870
## 12705 Olfr43 -0.011217117 0.167377950 0.331359400 -0.147641660
## 12706 Olfr430 0.065065384 -0.071506500 -0.048836230 0.033175470
## 12707 Olfr432 -0.009112358 0.009738922 0.139716630 0.163600920
## 12708 Olfr433 -0.141845700 0.000000000 0.078967570 0.059057236
## 12709 Olfr434 0.008665562 0.006726265 0.095008850 -0.173048970
## 12710 Olfr435 0.041584970 0.037423134 0.205064770 0.026491642
## 12711 Olfr437 -0.017274380 -0.001518726 0.111132620 0.052711487
## 12712 Olfr44 -0.061063766 -0.036361694 -0.093967440 -0.006807804
## 12713 Olfr441 0.030126572 -0.025467873 0.030357838 0.170772080
## 12714 Olfr444 0.000000000 0.200828550 0.032045364 0.413888930
## 12715 Olfr446 -0.005163193 -0.030439139 0.025522471 0.014667273
## 12716 Olfr447 0.112547400 0.000000000 0.012941361 -0.013996601
## 12717 Olfr448 0.000000000 0.061187267 0.028078080 -0.086129190
## 12718 Olfr449 0.149581430 0.000000000 0.019023895 -0.100885870
## 12719 Olfr45 0.115294930 -0.050632000 0.102956295 0.169761180
## 12720 Olfr450 -0.067885400 -0.028667450 0.055058956 0.122760296
## 12721 Olfr452 0.067254070 -0.046709538 -0.087674620 -0.029553413
## 12722 Olfr453 -0.061853886 0.010055542 0.070252420 0.061232090
## 12723 Olfr455 0.022238255 -0.003936291 0.159279350 0.042342663
## 12724 Olfr456 -0.092707871 0.020747185 -0.121819020 0.125597955
## 12725 Olfr458 0.003723621 -0.068739414 -0.067150116 0.059061050
## 12726 Olfr459 0.106088160 0.102597710 0.007990837 -0.017367840
## 12727 Olfr46 -0.036569753 0.066161314 -0.054280440 -0.030727386
## 12728 Olfr460 -0.011329174 0.035224438 0.008821011 -0.042943954
## 12729 Olfr461 0.050828934 0.082131860 0.771176340 0.021096230
## 12730 Olfr462 0.013362408 0.159413340 -0.025893688 0.305016040
## 12731 Olfr463 -0.143975730 -0.054121494 0.058063507 0.007763863
## 12732 Olfr464 0.000000000 0.038011074 0.185674670 0.135630610
## 12733 Olfr466 0.010777950 -0.053699970 0.104721546 0.140256400
## 12734 Olfr467 -0.001915455 0.015576839 0.000000000 0.132181170
## 12735 Olfr469 0.078799725 0.006253719 0.018153190 0.064499855
## 12736 Olfr47 0.042760372 -0.244638440 0.218616010 0.469977380
## 12737 Olfr470 -0.017838478 0.032302856 0.020257950 0.059553623
## 12738 Olfr472 0.023183346 0.007429123 0.030568600 -0.006933689
## 12739 Olfr473 0.016177654 0.030362130 0.040716170 0.131908900
## 12740 Olfr474 0.064274310 0.030708313 -0.016935825 -0.052248955
## 12741 Olfr476 -0.082571510 -0.005064488 -0.024540424 0.296572700
## 12742 Olfr477 -0.020693779 -0.089064600 0.037345410 -0.029050827
## 12743 Olfr478 -0.084695816 0.031991005 0.000995000 0.154024600
## 12744 Olfr479 0.151590820 -0.316906450 -0.328076840 -0.276660440
## 12745 Olfr48 0.037003040 -0.125051980 -0.004105568 0.042574406
## 12746 Olfr480 0.005880833 0.021993160 0.032556057 -0.004678249
## 12747 Olfr481 0.000000000 -0.118800640 0.072002890 0.008817196
## 12748 Olfr482 -0.065202236 0.038608074 0.030401707 0.070198536
## 12749 Olfr483 0.000000000 -0.024291039 -0.045900820 0.159643170
## 12750 Olfr484 0.155053620 -0.018774510 -0.031415462 0.023713112
## 12751 Olfr485 -0.005177498 0.006125927 -0.107528210 -0.009339809
## 12752 Olfr486 0.001418591 -0.012116909 0.007638931 0.100905420
## 12753 Olfr487 0.008055210 0.033901690 0.056574345 -0.112652300
## 12754 Olfr488 0.000000000 0.028320790 0.122074604 0.012196541
## 12755 Olfr49 -0.049397470 -0.023754120 0.003425121 0.083733080
## 12756 Olfr490 0.074285030 0.015740395 0.110308650 0.116726400
## 12757 Olfr491 -0.013864994 -0.069802284 -0.010924816 0.048754692
## 12758 Olfr492 0.006049156 0.026593685 0.014890194 -0.009840488
## 12759 Olfr493 0.028762340 0.013291359 0.000000000 -0.003530979
## 12760 Olfr494 0.000000000 0.006093025 0.027345657 -0.143305300
## 12761 Olfr495 0.127112390 0.005002022 0.110281944 0.115682125
## 12762 Olfr497 0.046318054 -0.123916150 -0.046041490 -0.021523952
## 12763 Olfr498 0.000441000 -0.011861324 -0.033566950 0.049784184
## 12764 Olfr5 0.163119320 -0.053972720 0.195428370 0.021330357
## 12765 Olfr50 0.035718440 -0.080978390 -0.069428444 -0.212417130
## 12766 Olfr502 -0.066954136 -0.090898514 0.000000000 -0.071437836
## 12767 Olfr503 -0.012921810 -0.084267616 0.000000000 0.030971050
## 12768 Olfr504 -0.153549670 0.017796993 0.089180470 0.092861650
## 12769 Olfr506 -0.046504974 0.034328938 -0.114881990 0.036247730
## 12770 Olfr507 0.000000000 -0.008424282 -0.018199444 -0.050372124
## 12771 Olfr508 -0.015843868 -0.000458000 0.091396330 0.087572575
## 12772 Olfr509 0.220116620 0.099688050 0.063270570 0.110027790
## 12773 Olfr51 -0.021521807 0.109900238 0.213832139 -0.000454902
## 12774 Olfr510 -0.012606621 0.088604930 0.178797250 -0.002481461
## 12775 Olfr512 0.025010586 -0.060144424 -0.028860092 0.057719707
## 12776 Olfr513 -0.076281070 0.005213261 -0.022644520 0.063532830
## 12777 Olfr514 -0.001362801 0.134627340 0.054150580 -0.212362770
## 12778 Olfr516 -0.003145218 -0.021945477 0.004742622 0.090163230
## 12779 Olfr517 0.153196330 0.015889645 -0.146567820 0.086182594
## 12780 Olfr518 0.032919407 -0.038248062 -0.195211410 0.112335680
## 12781 Olfr519 0.130019190 0.078554630 0.029847622 0.044111730
## 12782 Olfr52 0.022734165 0.040424347 -0.000750000 0.071193695
## 12783 Olfr520 0.048791885 -0.066794870 0.273843770 0.355477800
## 12784 Olfr521 -0.071428776 -0.022345543 -0.027897835 0.051491260
## 12785 Olfr522 -0.087842940 -0.137977600 -0.092449665 0.016654491
## 12786 Olfr523 0.101059440 0.107246400 -0.085766790 -0.021024227
## 12787 Olfr524 0.000000000 0.004157543 0.089547634 -0.182375910
## 12788 Olfr525 0.075124264 -0.009704113 0.084834100 0.109385970
## 12789 Olfr527 -0.183625700 0.004093170 0.121728420 0.080102920
## 12790 Olfr53 -0.064262390 -0.007198811 0.157182220 -0.057759760
## 12791 Olfr530 -0.063771250 0.040957450 0.107362750 -0.023550987
## 12792 Olfr531 -0.136919020 0.236958980 0.119440556 0.099210740
## 12793 Olfr532 0.039573193 -0.018025875 0.095243454 -0.037864685
## 12794 Olfr533 0.101534370 0.000000000 0.094246864 0.018237590
## 12795 Olfr535 -0.027027130 -0.152484900 -0.014548779 -0.039197920
## 12796 Olfr536 0.071902275 -0.003733635 0.211668010 -0.022945404
## 12797 Olfr538 0.000000000 -0.096649169 0.017272235 -0.103320835
## 12798 Olfr539 -0.145874500 0.209460260 0.371453760 0.250993250
## 12799 Olfr54 -0.027649880 -0.044290543 -0.014801740 -0.070197345
## 12800 Olfr541 -0.006478787 -0.032908440 0.069363594 0.080393790
## 12801 Olfr543 0.309889800 -0.036078930 -0.079333780 1.190371500
## 12802 Olfr544 0.006941795 -0.158972260 -0.059964657 0.010760784
## 12803 Olfr545 0.002002716 0.016645432 -0.044623375 -0.016431808
## 12804 Olfr547 -0.002830029 0.104921820 0.005674362 -0.040400030
## 12805 Olfr549 0.227590080 -0.164242740 0.002781868 -0.070047855
## 12806 Olfr550 -0.086272720 0.029344082 0.041779995 0.086776730
## 12807 Olfr551 0.080992700 -0.089103700 0.039599895 -0.024374008
## 12808 Olfr552 0.010358334 0.111895084 0.072390560 0.000000000
## 12809 Olfr553 -0.002295971 0.053849220 0.015957355 0.087892056
## 12810 Olfr554 -0.005410671 -0.068170550 -0.028803349 -0.085503580
## 12811 Olfr555 0.026819706 -0.028944970 -0.056669712 0.026405811
## 12812 Olfr556 -0.034508705 0.057895660 0.050012590 0.094319340
## 12813 Olfr557 -0.048259260 -0.029540539 0.018784523 0.033392430
## 12814 Olfr558 -0.028913975 -0.100682735 0.000000000 0.746225830
## 12815 Olfr559 0.000000000 0.010705948 0.090294840 0.032879353
## 12816 Olfr561 -0.019518852 -0.006223679 0.039930344 0.027494907
## 12817 Olfr564 -0.075276375 0.019150257 0.042511463 -0.020849228
## 12818 Olfr566 0.129531148 0.004857779 0.021874907 -0.022173166
## 12819 Olfr568 0.021855831 -0.015307903 0.126363280 0.040744305
## 12820 Olfr569 0.033457756 -0.006546974 -0.005600452 -0.019069195
## 12821 Olfr57 -0.054480553 -0.037686348 0.014984608 -0.006599903
## 12822 Olfr570 -0.002431870 -0.021671295 0.073525430 0.122159960
## 12823 Olfr571 -0.053344250 -0.006817818 -0.173501490 -0.139642720
## 12824 Olfr572 -0.003732204 -0.068871975 0.060963630 0.063725950
## 12825 Olfr574 0.137170790 -0.025043964 0.074764730 0.000000000
## 12826 Olfr575 0.050593853 0.081716060 -0.021998882 0.176275730
## 12827 Olfr576 0.287355900 -0.072162150 0.045166016 -0.077161790
## 12828 Olfr577 0.131701470 0.000000000 -0.000711000 0.130207540
## 12829 Olfr578 0.060099125 0.008345604 -0.077066420 0.063577650
## 12830 Olfr58 -0.000029100 0.035943030 -0.001179218 0.079387665
## 12831 Olfr582 -0.143117900 -0.363389970 -0.086215970 0.108967780
## 12832 Olfr584 -0.039810180 -0.021851540 0.053152084 0.081717970
## 12833 Olfr585 -0.025352478 -0.057010174 0.113554955 0.006983757
## 12834 Olfr586 0.056282520 0.012425423 -0.068720340 -0.002662659
## 12835 Olfr589 -0.123530865 -0.072947980 0.002134800 0.267526150
## 12836 Olfr59 -0.255280020 -0.030901432 0.371890070 0.308237080
## 12837 Olfr591 -0.125410560 0.192453860 0.058638096 0.248200420
## 12838 Olfr592 -0.015508175 -0.044378280 -0.085839270 0.120918750
## 12839 Olfr593 -0.095862865 -0.027379036 0.079143524 -0.070935250
## 12840 Olfr594 -0.111814500 -0.062124730 -0.007288933 0.092771530
## 12841 Olfr597 0.000000000 0.004444122 -0.033183575 -0.053886414
## 12842 Olfr598 -0.110611440 -0.047813892 -0.077146050 0.015413761
## 12843 Olfr599 0.033231735 0.162689210 0.000000000 -0.078829290
## 12844 Olfr6 -0.000161000 -0.028567791 0.273703100 0.007819653
## 12845 Olfr60 -0.043910980 0.009368420 0.114885810 0.035267353
## 12846 Olfr600 -0.015091419 0.023846626 0.258832930 0.087885380
## 12847 Olfr601 -0.000486000 0.007759571 0.084323880 0.023969650
## 12848 Olfr603 -0.081571340 0.008540392 -0.013398886 0.092174294
## 12849 Olfr605 -0.273025040 -0.127765660 0.265535830 0.226758480
## 12850 Olfr606 -0.008093357 0.149653910 0.020336151 -0.008093357
## 12851 Olfr608 0.062805176 0.024604797 0.000000000 -0.004744053
## 12852 Olfr609 0.000000000 0.041266440 0.000000000 -0.108298300
## 12853 Olfr61 0.037927150 0.022230625 0.014785767 -0.048417090
## 12854 Olfr610 -0.008751392 0.111491680 -0.040737152 -0.045084000
## 12855 Olfr611 -0.012316942 -0.064946414 0.133521078 0.134991880
## 12856 Olfr613 0.111077785 -0.026161194 0.084505080 -0.002723217
## 12857 Olfr615 0.005978584 -0.049786090 -0.031287670 0.085258960
## 12858 Olfr616 0.000000000 0.045321940 -0.046488285 0.027460575
## 12859 Olfr617 -0.073070290 -0.041177990 -0.030865670 -0.014269829
## 12860 Olfr618 0.059296608 -0.101706980 0.000000000 -0.034109592
## 12861 Olfr619 0.044288160 -0.006920338 0.000000000 0.000000000
## 12862 Olfr62 0.025026798 0.000000000 0.051276207 -0.008995533
## 12863 Olfr620 -0.049882412 -0.069230560 0.031277180 0.015998363
## 12864 Olfr622 -0.030507565 -0.065994740 -0.008252144 -0.048596382
## 12865 Olfr623 -0.131843090 -0.076407910 -0.012411118 0.033572674
## 12866 Olfr624 -0.011086703 0.123044729 -0.003993513 0.024864437
## 12867 Olfr628 0.017913342 -0.019893170 -0.042037964 0.044935703
## 12868 Olfr629 0.072821620 0.000000000 0.143612860 -0.108175280
## 12869 Olfr63 0.061203003 -0.017197609 -0.234028340 -0.050966740
## 12870 Olfr630 0.059976578 0.000000000 0.000000000 0.064486980
## 12871 Olfr631 -0.049339294 0.054350853 0.018521786 0.175001140
## 12872 Olfr632 -0.049734592 0.009573936 -0.037064075 0.000000000
## 12873 Olfr633 -0.070670130 0.041386604 0.155128000 0.018081188
## 12874 Olfr635 0.162580970 -0.028825760 -0.079337120 0.114521980
## 12875 Olfr638 0.097184660 -0.180724620 -0.046823025 -0.118284225
## 12876 Olfr639 0.136946200 0.077898500 -0.065168380 0.080348015
## 12877 Olfr64 0.025105953 0.074997900 -0.079441550 0.080251694
## 12878 Olfr640 -0.021320820 0.063211920 -0.013130665 0.011715412
## 12879 Olfr641 0.006382942 -0.025680542 -0.027399540 0.044909954
## 12880 Olfr642 -0.013645649 0.026643753 0.110296726 0.241788860
## 12881 Olfr643 0.110780716 -0.036831380 -0.024971008 -0.034588337
## 12882 Olfr644 0.147315500 0.036821365 0.080681800 0.000000000
## 12883 Olfr645 -0.054013252 0.000000000 0.070341590 0.031974316
## 12884 Olfr646 -0.094896320 -0.112815380 0.113232610 0.146883490
## 12885 Olfr648 -0.030511380 0.072338580 0.042448997 -0.040916920
## 12886 Olfr649 0.000631000 -0.011911392 -0.028401375 0.123362540
## 12887 Olfr65 -0.047414303 -0.037114143 -0.069820880 0.117967606
## 12888 Olfr651 0.026672840 -0.003511906 0.379503250 0.007662773
## 12889 Olfr652 0.470671650 -0.176702500 0.356008530 0.087260250
## 12890 Olfr653 0.104103090 -0.160136700 0.089774610 0.025302410
## 12891 Olfr654 -0.039629460 0.000000000 0.118611336 0.000000000
## 12892 Olfr655 -0.009458542 0.032248974 0.087895390 -0.112041000
## 12893 Olfr656 0.115539550 -0.067916390 0.033442497 0.000000000
## 12894 Olfr657 -0.177305700 -0.079051495 0.023869991 -0.035215855
## 12895 Olfr658 0.043515205 -0.123512270 0.022324562 0.000000000
## 12896 Olfr659 -0.061381340 0.088140010 0.000000000 -0.080213550
## 12897 Olfr66 0.040771484 -0.113671300 -0.041956425 0.044744970
## 12898 Olfr661 0.062035560 -0.015483856 0.026522636 0.047542095
## 12899 Olfr663 0.089043620 -0.040166378 0.207183360 -0.045286655
## 12900 Olfr665 0.081250190 0.063797950 0.096716880 -0.032922745
## 12901 Olfr666 0.007479668 0.016273022 -0.109335900 0.106875900
## 12902 Olfr667 0.000000000 -0.029350758 0.101812360 0.089015484
## 12903 Olfr668 -0.014686108 -0.116322040 -0.109599590 0.159966950
## 12904 Olfr669 0.110956190 -0.037136555 0.149611470 0.017252922
## 12905 Olfr67 0.001850128 -0.058605194 -0.054676056 -0.021811962
## 12906 Olfr670 0.030938148 0.000000000 -0.043567657 -0.025932789
## 12907 Olfr671 -0.036606310 0.050603390 0.176366330 0.000000000
## 12908 Olfr672 -0.058564186 -0.024562359 0.028868198 0.058429240
## 12909 Olfr675 0.010294914 0.109678745 -0.044031620 -0.005327225
## 12910 Olfr676 0.088876724 -0.038780212 -0.044853210 0.052021503
## 12911 Olfr677 -0.026184082 -0.013369083 0.020675660 0.086682800
## 12912 Olfr678 -0.074633600 -0.015208721 0.027499199 -0.125630380
## 12913 Olfr679 -0.075226784 0.087694170 -0.074245930 -0.017009735
## 12914 Olfr68 -0.094819546 -0.113603115 -0.023800373 0.085710050
## 12915 Olfr681 0.000000000 0.068160060 0.058501244 0.032397747
## 12916 Olfr683 0.038810730 -0.075430390 -0.053278446 0.000000000
## 12917 Olfr684 0.066443920 0.075610160 -0.010182381 0.239154340
## 12918 Olfr685 -0.096630570 0.084808830 -0.057281017 0.000000000
## 12919 Olfr686 0.001471043 0.053370476 0.046134950 -0.127334120
## 12920 Olfr688 -0.005016327 -0.067403554 -0.025421381 -0.065031290
## 12921 Olfr689 0.130282880 -0.002659798 0.070540430 0.077670100
## 12922 Olfr69 -0.010766983 -0.003798485 0.009630680 0.019609451
## 12923 Olfr690 -0.053210735 0.147328850 -0.003329277 0.031549930
## 12924 Olfr691 0.000000000 0.086831570 0.161314010 0.172032360
## 12925 Olfr692 -0.018425465 -0.000555000 0.046020508 0.076087000
## 12926 Olfr693 0.099337580 0.009091377 0.223435400 0.133039950
## 12927 Olfr695 -0.052975178 0.004089832 -0.017503262 -0.121469500
## 12928 Olfr697 0.000000000 -0.119881630 -0.060481550 0.009461403
## 12929 Olfr698 -0.053731920 -0.142712120 0.106906414 0.045888424
## 12930 Olfr699 -0.123960970 -0.047166348 0.155691620 0.057751656
## 12931 Olfr70 0.017827510 0.028796673 0.000000000 0.120581150
## 12932 Olfr700 0.000000000 0.000000000 -0.134181020 -0.088068960
## 12933 Olfr701 -0.049003600 -0.116395470 0.000000000 0.071396830
## 12934 Olfr702 0.048333645 0.006761074 0.136872770 0.011880875
## 12935 Olfr703 -0.089183330 -0.088851930 0.048835278 0.053576470
## 12936 Olfr704 0.024779558 0.047762156 0.083411453 0.003013134
## 12937 Olfr705 0.017560959 -0.070731160 0.017933369 0.013925552
## 12938 Olfr706 0.160197730 -0.099988940 0.152843950 0.275081160
## 12939 Olfr707 -0.028256177 -0.030987025 -0.062405348 0.120111225
## 12940 Olfr71 -0.040555954 -0.102589610 0.198875900 -0.026130676
## 12941 Olfr710 -0.124475000 -0.030164719 0.195537570 -0.049407482
## 12942 Olfr711 -0.136659620 -0.012363434 0.084134580 0.000000000
## 12943 Olfr713 -0.012211323 0.164608960 -0.036123753 0.071911810
## 12944 Olfr714 -0.058436394 0.031489372 0.054245472 -0.193858150
## 12945 Olfr715 0.026942730 -0.026031017 0.037155630 0.111830710
## 12946 Olfr716 0.083832264 0.064957140 -0.062160015 -0.066414830
## 12947 Olfr720 -0.074441910 -0.086888310 -0.120908260 0.323996540
## 12948 Olfr722 0.000000000 0.028568268 0.045101643 0.020195007
## 12949 Olfr723 0.026400328 -0.102185250 0.067183017 -0.007972241
## 12950 Olfr725 -0.081894875 0.043663025 0.112325670 0.038299560
## 12951 Olfr726 0.113591194 -0.029254436 0.222925190 -0.146905900
## 12952 Olfr727 -0.013219833 -0.006065369 0.022527218 -0.039465904
## 12953 Olfr728 0.060230732 0.018862724 0.208468440 -0.026937962
## 12954 Olfr729 -0.004468918 -0.020277023 0.075637820 0.014470577
## 12955 Olfr73 0.028312683 -0.019004822 -0.036816120 0.037610530
## 12956 Olfr730 -0.112989900 0.022639751 -0.073105810 0.152616980
## 12957 Olfr731 0.000000000 0.004602909 0.037591934 -0.023622036
## 12958 Olfr732 -0.042820454 0.000917000 0.012844086 -0.059935093
## 12959 Olfr733 0.046236040 -0.030814170 0.018033981 0.043140410
## 12960 Olfr734 -0.006442547 -0.025413990 0.239404200 0.059103966
## 12961 Olfr735 -0.066948414 0.068788050 0.030043602 -0.038509846
## 12962 Olfr736 -0.103368760 -0.071405890 -0.042682170 0.080183506
## 12963 Olfr738 -0.003516674 -0.082428930 0.135235790 0.147846700
## 12964 Olfr739 0.085212710 -0.091265680 -0.008941174 0.104861740
## 12965 Olfr74 -0.099591730 0.092248920 0.050606250 0.057334900
## 12966 Olfr740 -0.052002907 0.002721310 0.189260480 0.127069000
## 12967 Olfr741 -0.013233662 -0.084459305 0.007373810 -0.007271767
## 12968 Olfr742 0.172805310 -0.013420105 -0.034833908 0.016337395
## 12969 Olfr743 0.007867336 0.007662773 -0.145264630 -0.014891624
## 12970 Olfr744 0.059259890 -0.007749081 -0.062278748 0.424490450
## 12971 Olfr745 0.039702415 -0.000249000 0.088397026 0.012095928
## 12972 Olfr746 -0.005624771 -0.006511688 -0.104728220 0.050072670
## 12973 Olfr747 -0.000178000 -0.037905693 0.009008884 -0.026689530
## 12974 Olfr748 -0.089536190 0.038715363 -0.174503800 -0.166073320
## 12975 Olfr749 0.010281563 0.047420025 -0.003526211 0.054397583
## 12976 Olfr750 0.148817060 0.074663640 0.061967850 -0.069292545
## 12977 Olfr76 0.053903103 0.127218250 0.089801790 0.317972180
## 12978 Olfr761 -0.013002396 0.148283480 -0.049518585 -0.024842262
## 12979 Olfr763 0.044146060 -0.115698814 0.058092594 0.132224080
## 12980 Olfr765 -0.180949690 0.035917760 0.005027294 0.035063267
## 12981 Olfr767 0.000000000 0.000000000 -0.011262417 0.328468320
## 12982 Olfr768 -0.003414631 -0.004889488 -0.006536007 0.032536983
## 12983 Olfr769 -0.019073486 0.045763970 -0.064640045 0.054595470
## 12984 Olfr77 0.065957070 0.000000000 0.010887623 0.084003925
## 12985 Olfr770 -0.067825320 -0.012755394 -0.052600384 0.160570620
## 12986 Olfr771 -0.022858620 -0.020059586 0.008742809 -0.001328945
## 12987 Olfr772 0.008350849 0.033736706 -0.116533280 -0.088824750
## 12988 Olfr773 0.095821380 0.000000000 -0.011865139 -0.144907470
## 12989 Olfr774 -0.045085430 -0.000790000 0.057889460 0.126092910
## 12990 Olfr775 -0.088191030 -0.065758705 0.016712189 0.009189129
## 12991 Olfr776 0.001748085 -0.021116257 -0.019509315 0.067238330
## 12992 Olfr777 0.032749653 -0.059789658 0.113314630 -0.082520960
## 12993 Olfr78 -0.039692880 -0.038969994 0.011125565 0.117083070
## 12994 Olfr780 0.007125855 0.093888760 0.000000000 0.007125855
## 12995 Olfr781 -0.012639046 0.036120415 0.031636238 0.000000000
## 12996 Olfr782 0.000668288 0.000737288 -0.127310995 -0.032037735
## 12997 Olfr784 -0.078400135 0.000000000 0.005718231 0.095178604
## 12998 Olfr786 0.000000000 -0.015036106 0.044473170 -0.087180140
## 12999 Olfr787 -0.018245695 -0.076913834 0.025795460 0.040091753
## 13000 Olfr788 0.000000000 -0.025307655 0.024893760 0.076183320
## 13001 Olfr790 0.000898000 -0.045381070 -0.058864117 0.022608280
## 13002 Olfr791 0.014678478 -0.025463581 0.149759300 0.135362630
## 13003 Olfr792 0.055305480 -0.048511505 -0.126714230 0.221111770
## 13004 Olfr794 -0.061742783 -0.032098770 -0.012544155 0.064059260
## 13005 Olfr796 0.078485010 -0.090457440 0.164523120 -0.034622192
## 13006 Olfr798 0.002884865 -0.074362280 0.011932850 -0.058799744
## 13007 Olfr799 0.227044580 -0.111724850 0.000000000 0.012797356
## 13008 Olfr8 -0.012429237 0.013694525 -0.039339304 0.073553323
## 13009 Olfr800 0.014377594 -0.079057690 0.095374584 -0.109703540
## 13010 Olfr801 0.079890250 0.045790672 0.047533990 -0.014301777
## 13011 Olfr802 0.014273167 0.000000000 0.003035545 0.015830517
## 13012 Olfr803 -0.059189320 -0.007360458 -0.076148510 0.021255016
## 13013 Olfr804 -0.009468555 -0.030181408 0.027157307 0.031710148
## 13014 Olfr805 -0.034196854 -0.020521640 0.069425580 0.064427376
## 13015 Olfr806 -0.048824787 -0.005945683 0.044735430 0.054234980
## 13016 Olfr807 -0.192391400 -0.162065500 0.217368130 0.000000000
## 13017 Olfr808 0.144108770 0.000000000 0.039587020 0.034692764
## 13018 Olfr809 -0.008061409 0.103717804 0.040762424 -0.011093617
## 13019 Olfr810 0.187480450 0.011271477 -0.001627922 0.005928516
## 13020 Olfr811 0.023806572 0.097410680 0.161894320 0.002769470
## 13021 Olfr812 0.080139160 0.014134884 -0.149265770 0.002431870
## 13022 Olfr813 -0.020963669 0.043429375 0.001356125 0.175313470
## 13023 Olfr814 0.060365677 -0.088502884 -0.005961895 0.063777450
## 13024 Olfr815 0.003016472 -0.040868760 0.061762333 0.069744110
## 13025 Olfr816 0.059117317 -0.107218740 0.103422640 -0.036006450
## 13026 Olfr818 -0.017831802 -0.065629005 -0.136443610 0.112217900
## 13027 Olfr820 0.013175964 -0.035231590 -0.060181618 0.078489780
## 13028 Olfr821 0.064987180 0.176085000 0.000000000 0.050464153
## 13029 Olfr822 -0.015227318 0.000000000 0.053868770 -0.034852980
## 13030 Olfr823 -0.032132150 0.027664185 0.056179047 0.071091175
## 13031 Olfr824 -0.027509212 0.033268450 0.063716890 0.089385510
## 13032 Olfr825 0.071637630 -0.044008255 0.019343376 0.085092070
## 13033 Olfr826 0.058856964 0.057520866 -0.072381500 0.000000000
## 13034 Olfr827 0.077738760 -0.017174720 -0.044589043 0.053891182
## 13035 Olfr828 -0.014990807 -0.091714860 -0.005856514 0.042899610
## 13036 Olfr829 0.059373380 -0.014804840 0.095072750 0.217227940
## 13037 Olfr830 0.159669880 0.000000000 0.238223080 0.100903990
## 13038 Olfr832 0.045179844 -0.000981000 0.000433000 0.069255830
## 13039 Olfr834 -0.010194778 -0.012683392 -0.051830770 0.028564453
## 13040 Olfr835 -0.033749104 -0.131649020 -0.072451115 0.143731120
## 13041 Olfr836 -0.009556294 0.013678551 0.116429330 -0.016757965
## 13042 Olfr837 -0.023853779 -0.017765999 0.010070801 0.018661976
## 13043 Olfr843 -0.074580190 -0.035055160 0.053373814 0.004316330
## 13044 Olfr845 -0.023495197 -0.004024506 0.131635190 0.091116430
## 13045 Olfr846 0.011067867 -0.001023293 0.033736230 -0.068208694
## 13046 Olfr847 -0.004074574 0.082263470 0.000000000 0.035185814
## 13047 Olfr849 0.000000000 -0.020517350 -0.030161380 0.017296791
## 13048 Olfr850 0.041658400 -0.019739628 0.180570130 -0.056001186
## 13049 Olfr851 0.010634899 -0.002759457 0.036480427 -0.026461601
## 13050 Olfr853 -0.005518913 -0.015816212 0.020597458 -0.006619453
## 13051 Olfr854 -0.028898240 0.015506744 -0.023783207 0.048494816
## 13052 Olfr855 -0.016674995 -0.032158375 -0.031354904 0.038175583
## 13053 Olfr856-ps1 0.023422241 0.637039660 0.237044330 -0.182350160
## 13054 Olfr857 -0.030150414 0.121772290 -0.029823303 -0.040931225
## 13055 Olfr859 -0.002915859 0.000000000 0.080772880 -0.003715515
## 13056 Olfr860 0.039382935 0.014672756 0.015254021 -0.040558340
## 13057 Olfr862 -0.079455850 -0.076774600 -0.155478000 0.022309303
## 13058 Olfr866 0.012418747 0.063106060 0.087606910 -0.052002430
## 13059 Olfr867 -0.007606983 -0.095473770 -0.029198170 0.163388730
## 13060 Olfr868 -0.042861460 0.014196396 0.081978320 0.094276430
## 13061 Olfr869 0.063427925 0.011209011 0.150358200 0.145463470
## 13062 Olfr870 -0.031002998 0.071200850 0.108287810 0.031416416
## 13063 Olfr871 -0.013959885 0.010696888 -0.089984420 0.012817383
## 13064 Olfr872 0.056297302 0.000000000 0.000000000 -0.005726337
## 13065 Olfr873 0.007527351 -0.074817660 0.073316574 0.138956070
## 13066 Olfr874 0.066552640 0.000000000 0.000000000 0.008965969
## 13067 Olfr875 0.149371150 -0.000914000 0.033363820 0.044666767
## 13068 Olfr876 0.056839943 0.039367200 -0.068893910 0.111598490
## 13069 Olfr877 0.000000000 -0.081370830 0.000000000 -0.033109188
## 13070 Olfr878 0.099429610 -0.128119950 0.000000000 -0.033791065
## 13071 Olfr881 -0.019373894 0.082774640 -0.101314070 0.015959740
## 13072 Olfr883 0.075260640 -0.006259918 0.071398735 0.089517590
## 13073 Olfr884 -0.027091980 -0.000358000 0.019703865 0.045669556
## 13074 Olfr885 -0.025412083 0.000000000 0.007020950 0.020125866
## 13075 Olfr887 -0.081964490 0.071115494 0.017813683 -0.004912853
## 13076 Olfr888 0.006796837 -0.067727566 0.000000000 0.180774210
## 13077 Olfr889 0.009860039 0.036220550 0.017217636 0.082314970
## 13078 Olfr890 0.109060290 -0.042116165 0.001739979 0.001739979
## 13079 Olfr891 -0.018427849 0.084187510 0.061700344 0.089262960
## 13080 Olfr893 0.006445885 -0.071992400 0.030010700 -0.081760410
## 13081 Olfr894 -0.035204887 -0.018764973 0.017914772 0.035320760
## 13082 Olfr895 0.021306038 0.160605430 0.094042780 0.087709900
## 13083 Olfr898 0.101850030 -0.126656060 0.004616737 0.121551040
## 13084 Olfr9 -0.104313370 0.024123669 -0.123000620 -0.026754380
## 13085 Olfr90 -0.167356490 -0.059229850 0.000000000 -0.133570670
## 13086 Olfr901 -0.022257328 -0.081966880 0.424993040 0.191508770
## 13087 Olfr902 -0.039140224 -0.070123670 0.094623566 -0.028857708
## 13088 Olfr904 -0.065639496 -0.084769726 0.069889070 -0.053012848
## 13089 Olfr905 -0.032113075 0.000000000 -0.009591579 0.104140280
## 13090 Olfr906 -0.023476124 -0.033556460 0.024731160 0.000000000
## 13091 Olfr907 -0.157509330 -0.104938030 0.002237320 0.154144760
## 13092 Olfr908 0.121412754 -0.022850990 -0.066117760 0.000000000
## 13093 Olfr91 -0.204683300 -0.110726360 0.026056290 -0.162570480
## 13094 Olfr910 -0.017416954 -0.055140020 -0.071281430 0.062247753
## 13095 Olfr911-ps1 0.168641570 0.033594610 -0.002642155 0.093607900
## 13096 Olfr912 -0.021166801 -0.059007168 -0.029888153 0.052363396
## 13097 Olfr913 0.000000000 -0.016881943 0.018805027 0.060041428
## 13098 Olfr914 0.060728073 0.048510550 0.093383310 -0.008205891
## 13099 Olfr915 0.016912460 0.012260914 0.068376064 0.162638660
## 13100 Olfr916 0.063614845 -0.041503430 0.036599636 0.168730260
## 13101 Olfr917 0.020530700 -0.024354935 0.125092030 0.131381030
## 13102 Olfr918 0.020071030 -0.046645164 0.027472973 0.064199450
## 13103 Olfr919 0.000000000 -0.006207943 0.036532880 0.001365185
## 13104 Olfr92 -0.046056271 -0.083760737 -0.034353017 0.058159590
## 13105 Olfr920 -0.473177430 -0.221514700 -0.277828700 -0.074433800
## 13106 Olfr921 -0.064909935 -0.116086960 0.040431023 0.028630257
## 13107 Olfr922 -0.031170368 -0.102082730 -0.043260574 -0.025731087
## 13108 Olfr923 -0.012617111 -0.058227062 0.037892340 0.006447792
## 13109 Olfr924 0.046488285 -0.025678158 0.006974697 -0.015296459
## 13110 Olfr926 0.042852400 -0.014408588 -0.000579000 0.056596280
## 13111 Olfr93 0.028465748 -0.083998680 0.117898940 0.168809410
## 13112 Olfr930 -0.036988260 0.054686070 -0.041185380 0.110619070
## 13113 Olfr933 0.064916610 -0.053201200 0.094418050 -0.055591583
## 13114 Olfr934 -0.021345139 -0.049660206 -0.038475990 0.000000000
## 13115 Olfr935 -0.042142390 -0.063952446 -0.004786968 0.064339640
## 13116 Olfr937 -0.088749410 -0.080507280 0.000000000 -0.060369490
## 13117 Olfr938 0.000000000 0.044505596 0.055033684 -0.004213333
## 13118 Olfr94 0.263222220 0.046564580 0.066124916 -0.020100594
## 13119 Olfr943 0.054039480 0.092556950 0.051796436 -0.013199329
## 13120 Olfr944 0.037362100 -0.003654957 -0.021790981 -0.064310550
## 13121 Olfr945 0.000000000 0.000000000 -0.041962624 0.039403440
## 13122 Olfr947-ps1 0.000000000 -0.026761055 0.026388645 0.093262196
## 13123 Olfr948 0.049858093 -0.006078243 0.037165165 -0.013409138
## 13124 Olfr95 -0.056755066 -0.156722070 -0.081131460 0.134815220
## 13125 Olfr951 0.027823925 -0.060711384 0.000000000 -0.052082540
## 13126 Olfr952 0.026564121 -0.005981445 0.014814854 0.003967285
## 13127 Olfr954 0.178405280 0.000000000 -0.076252940 -0.025907040
## 13128 Olfr955 0.000000000 -0.060821056 0.020980835 0.051715850
## 13129 Olfr957 0.091337680 0.001558781 -0.057208538 0.314627170
## 13130 Olfr958 0.028513908 0.064591410 0.000000000 -0.010837078
## 13131 Olfr959 0.120539190 -0.110130310 0.093469620 -0.040857792
## 13132 Olfr96 0.076000690 0.040309430 0.092583660 0.052565575
## 13133 Olfr960 0.000000000 0.030256271 0.045325280 0.025812149
## 13134 Olfr961 -0.021840572 -0.006060123 0.001404285 0.073361400
## 13135 Olfr963 -0.008473873 0.112010480 0.098455906 0.015050888
## 13136 Olfr965 -0.067419530 0.008791924 0.009379387 -0.058979034
## 13137 Olfr967 0.004318237 0.050469875 0.157387730 -0.009401321
## 13138 Olfr968 0.000000000 -0.033002853 0.001677990 0.009698868
## 13139 Olfr969 -0.041939735 -0.073881150 0.000000000 0.046578884
## 13140 Olfr97 -0.501882550 0.010853767 0.284729000 -0.061892033
## 13141 Olfr970 0.072840690 0.094580650 0.159501550 0.135012630
## 13142 Olfr971 -0.035054207 0.015764713 0.055486202 -0.009965897
## 13143 Olfr972 -0.004425049 -0.058980465 0.090402130 0.016139984
## 13144 Olfr974 -0.007744789 0.000000000 -0.172419070 0.304010400
## 13145 Olfr975 0.022874832 0.056631565 -0.116124150 0.068032740
## 13146 Olfr976 0.008275509 -0.099601746 -0.051032543 0.015552521
## 13147 Olfr978 0.059839725 -0.045113564 -0.003627300 0.144844530
## 13148 Olfr979 0.140046120 0.042598248 0.063578606 -0.043099403
## 13149 Olfr98 -0.183168890 -0.115118030 -0.097510815 0.240693570
## 13150 Olfr980 -0.014115334 0.012930393 0.146423340 -0.037027360
## 13151 Olfr981 0.000000000 -0.188079830 0.000000000 -0.151713850
## 13152 Olfr982 -0.006656170 -0.049270630 -0.197654720 0.091319560
## 13153 Olfr983 -0.026667595 0.000000000 -0.082515240 0.000000000
## 13154 Olfr984 -0.046699524 0.000000000 0.306941500 -0.000586000
## 13155 Olfr985 -0.054950714 -0.000621000 0.135044100 -0.005007744
## 13156 Olfr986 -0.076737880 -0.004023075 0.036184310 -0.149986740
## 13157 Olfr987 0.093078140 0.061873913 0.000289000 -0.037734985
## 13158 Olfr988 -0.101392270 -0.020192146 -0.081385610 0.104944706
## 13159 Olfr99 -0.875977500 0.773072240 0.000000000 0.130037310
## 13160 Olfr992 0.023330688 0.096154210 -0.034864902 0.051703930
## 13161 Olfr993 -0.027496815 0.028659820 0.000000000 0.042150497
## 13162 Olfr994 -0.000842000 -0.076520440 0.012835979 0.153447630
## 13163 Olfr995 0.017444134 0.025481700 0.006309986 -0.044649124
## 13164 Olfr996 -0.046785830 0.000470000 0.074827194 0.038441180
## 13165 Olfr998 0.063904760 0.152133940 0.067531110 -0.013514042
## 13166 Olig1 0.021381855 -0.020059109 -0.032891273 -0.000697000
## 13167 Olig2 0.012919903 -0.001782417 0.135864260 0.081093790
## 13168 Olig3 0.000000000 0.078540325 0.090758800 -0.084027290
## 13169 Olr1 -0.094211580 -0.045042038 -0.062914850 -0.135785580
## 13170 Oma1 0.242315290 0.078747750 0.227765080 0.133108140
## 13171 Omd 0.028686047 -0.049134730 -0.151608470 -0.032885075
## 13172 Omg -0.061079025 -0.217640880 -0.177902700 0.637002940
## 13173 Omp 0.000000000 0.016679287 0.296729560 -0.031744480
## 13174 Omt2a 0.117650986 -0.023121357 0.016562939 0.073812960
## 13175 Omt2b 0.000000000 0.001071930 -0.042324066 0.044518470
## 13176 Onecut1 0.113440510 0.073519230 0.207463260 -0.059330463
## 13177 Onecut2 0.108388424 -0.084964275 0.150976180 0.124601840
## 13178 Onecut3 0.008979797 0.031327248 -0.029655933 -0.091376305
## 13179 Ooep 0.071348670 -0.053606033 0.053659916 0.000000000
## 13180 Oog1 0.104619740 0.035641672 0.000000000 0.041994097
## 13181 Oog2 0.095449210 0.062751531 0.106040715 -0.000225500
## 13182 Oog3 0.185652730 -0.052762030 0.207009320 0.093813420
## 13183 Oog4 -0.068451880 0.020057201 0.091649530 0.045005320
## 13184 Oosp1 0.034446240 -0.044212820 0.011217594 -0.008053303
## 13185 Opa1 0.000000000 -0.135299680 0.051054955 0.058354378
## 13186 Opa3 -0.039944650 -0.436375620 0.033026695 0.000819000
## 13187 Opalin 0.000000000 -0.053048134 -0.025007248 0.025194645
## 13188 Opcml -0.065786840 -0.196818350 -0.002114773 0.007605076
## 13189 Ophn1 0.882883100 0.878632550 0.606706600 0.269538880
## 13190 Oplah 0.039375785 0.202739005 0.248602629 -0.051266672
## 13191 Opn1mw -0.080641270 0.112511635 -0.037415504 0.095448020
## 13192 Opn1sw 0.035728930 -0.044073105 -0.122708320 0.076671120
## 13193 Opn3 -0.108167650 -0.201736930 -0.023028374 -0.262573720
## 13194 Opn4 -0.142294880 0.025946140 -0.169590000 -0.015885353
## 13195 Opn5 -0.021364689 0.123460290 -0.006302357 0.127110960
## 13196 Oprd1 0.108286860 -0.007553577 -0.063690186 0.102629660
## 13197 Oprk1 0.052784920 0.000000000 -0.164685250 -0.016427994
## 13198 Oprl1 -0.044684410 0.028276920 0.069849014 0.031167507
## 13199 Oprm1 -0.062530040 0.036795140 -0.076211930 0.002933502
## 13200 Optc -0.038826942 -0.067401410 0.047159670 0.067582130
## 13201 Optn -0.480758200 -0.378898620 -0.357237820 -0.024577140
## 13202 Orai1 -0.164140220 0.169198040 0.000000000 0.097825050
## 13203 Orai2 -0.105886458 -0.078936338 0.141142370 0.020536423
## 13204 Orai3 -0.123311520 -0.010915279 0.222168450 0.000000000
## 13205 Oraov1 0.234682080 -0.665517800 0.445938100 -0.048582077
## 13206 Orc1 0.000000000 0.000000000 -0.136395450 0.000000000
## 13207 Orc2 0.094766620 0.046875000 0.214955330 -0.500057200
## 13208 Orc3 -0.058164597 -0.147864340 0.259088520 0.161840440
## 13209 Orc4 0.444214820 -0.014385223 0.159034730 0.011773109
## 13210 Orc5 -0.172727110 -0.197880740 -0.101876736 0.036923885
## 13211 Orc6 -0.325430870 -0.590302000 0.135991100 0.504483200
## 13212 Orm1 -0.264486300 -0.137061120 -0.022927761 0.046663760
## 13213 Orm2 -0.211708550 -0.244484900 -0.291011800 0.000000000
## 13214 Orm3 0.027102947 -0.204402450 -0.069754120 0.023622036
## 13215 Ormdl1 0.456032750 0.336437700 0.151007650 -0.476869580
## 13216 Ormdl2 0.113641260 -0.008095741 0.462535380 0.074676990
## 13217 Ormdl3 -0.004929543 0.198696140 0.434653280 -0.035201073
## 13218 Os9 -0.413784030 0.058214188 -0.026593208 0.068201065
## 13219 Osbp 0.155565260 -0.073785780 0.042113304 0.179957390
## 13220 Osbp2 0.009197712 0.014344215 -0.045537950 -0.183210850
## 13221 Osbpl10 0.174108980 0.302869320 -0.094374180 0.097642420
## 13222 Osbpl11 0.000000000 0.124917984 -0.009128571 -0.029797554
## 13223 Osbpl1a 1.591454500 1.532648100 1.292243000 -0.005212307
## 13224 Osbpl2 0.313499450 0.188222890 0.605351450 -0.212042810
## 13225 Osbpl3 -0.197283740 -0.131436350 -0.233646870 -0.120846750
## 13226 Osbpl5 -0.207177160 -0.012293339 -0.040682316 0.037744045
## 13227 Osbpl6 0.284009460 -0.028502941 0.014917374 0.000594000
## 13228 Osbpl7 -0.148582460 0.186717510 -0.630115500 0.000000000
## 13229 Osbpl8 0.334105500 0.011727333 -0.001773834 -0.024801254
## 13230 Osbpl9 0.517959600 0.518753050 0.438704500 0.189308170
## 13231 Oscar 0.082729820 0.074295044 0.061402798 -0.049286842
## 13232 Oscp1 -0.013639450 -0.168707370 0.284800050 -0.133593080
## 13233 Oser1 0.316031450 0.285799035 0.055444718 -0.213053705
## 13234 Osgep -0.030253411 0.303518295 0.132137059 -0.192804335
## 13235 Osgepl1 1.287533800 0.374673370 1.003559600 0.401020530
## 13236 Osgin1 -0.038790226 -0.116756916 -0.131742950 -0.045367718
## 13237 Osgin2 0.468847750 -0.187138080 -0.343069550 0.082490920
## 13238 Osm -0.063159940 -0.447022440 -0.146115300 0.003320217
## 13239 Osmr 0.684255600 0.232944490 0.821164130 0.371369360
## 13240 Osr1 0.006842136 0.058216095 0.066328050 0.006842136
## 13241 Osr2 -0.121775150 0.106143475 0.167172430 -0.115006450
## 13242 Ost4 -0.047863960 0.312530520 -0.452966700 0.206293100
## 13243 Ostc -0.061853410 0.084742546 0.448764800 -0.213845250
## 13244 Ostf1 0.102066040 0.325792300 0.505189900 0.123689650
## 13245 Ostm1 0.321570400 0.043502330 -0.065564630 0.119003296
## 13246 Ostn -0.022856236 -0.035888195 -0.021770000 -0.002341747
## 13247 Otc -0.038990974 -0.013998032 -0.028769493 0.271473880
## 13248 Otoa 0.008740425 -0.000740000 -0.094664570 -0.117370605
## 13249 Otof 0.017220020 0.099588394 0.029010773 0.093809605
## 13250 Otog -0.018239021 0.092482570 0.069797990 -0.089997290
## 13251 Otogl 0.025689602 -0.114227295 0.040701868 -0.039990903
## 13252 Otol1 -0.087784290 0.067497730 0.007607937 0.009832382
## 13253 Otop1 0.031140327 -0.075235840 0.081259730 -0.058413030
## 13254 Otop2 0.000000000 0.061370373 0.106732845 -0.092775345
## 13255 Otop3 0.272115700 -0.113755700 0.053008556 0.000000000
## 13256 Otor 0.077169420 -0.023132324 0.011828423 0.128675940
## 13257 Otos -0.033601284 0.002777100 0.127152440 -0.119616030
## 13258 Otp -0.045931340 0.025794506 0.155917170 0.008721352
## 13259 Ott -0.020810604 0.045422342 0.045414024 0.051268789
## 13260 Otub1 -0.082113266 0.128930090 -0.056417465 -0.359947200
## 13261 Otub2 -0.125430580 -0.165882110 -0.081932070 0.082697390
## 13262 Otud1 0.559510700 -0.191440100 -0.710996150 -0.238040450
## 13263 Otud3 0.025758743 -0.155583380 0.271745680 0.000000000
## 13264 Otud4 0.160037040 0.000000000 0.121273994 0.057895660
## 13265 Otud5 -0.110974310 -0.150366780 0.039464950 0.091249466
## 13266 Otud6a -0.110093590 0.040315628 0.012659073 -0.032146454
## 13267 Otud6b 0.000000000 0.000000000 -0.812112800 0.251191140
## 13268 Otud7a -0.045602800 -0.000295000 0.239207270 0.043886185
## 13269 Otud7b 0.351610660 0.470329760 0.774365900 0.041895866
## 13270 Otx1 -0.015521526 -0.046443462 0.016340256 0.134866240
## 13271 Otx2 0.069748880 0.043665886 0.000000000 0.221024510
## 13272 Ovch2 -0.019949913 -0.001341343 0.049911500 -0.008447647
## 13273 Ovgp1 -0.098352910 0.001132011 0.000000000 -0.034891130
## 13274 Ovol1 -0.145154000 -0.040390970 -0.033999443 0.275383000
## 13275 Ovol2 -0.049472332 0.014125347 -0.031660080 -0.000927000
## 13276 Oxa1l -0.353396430 -0.604171020 -0.137808550 -0.053624150
## 13277 Oxct1 -0.678250300 -0.574226860 -0.745611200 -0.022265434
## 13278 Oxct2a -0.188576220 -0.140032770 0.010985851 -0.333668700
## 13279 Oxct2b -0.078387978 -0.111553432 0.011479855 0.084210635
## 13280 Oxgr1 0.000000000 0.015994072 0.037511350 -0.004296780
## 13281 Oxld1 -0.089529990 0.229306700 -0.038816452 0.000000000
## 13282 Oxnad1 0.897307900 -0.328944200 -0.082100870 -0.312951560
## 13283 Oxr1 0.429372800 -0.423392300 -0.187612060 0.255863200
## 13284 Oxsm -0.165991300 -0.466208460 0.087089540 -0.639238830
## 13285 Oxsr1 0.026127338 0.486667160 0.184426780 0.473471160
## 13286 Oxt 0.013614655 -0.036826134 -0.087765690 0.155666350
## 13287 Oxtr 0.168546200 0.053648470 0.099555970 0.062142372
## 13288 P2rx1 -0.152650360 -0.119260310 -0.123250484 0.002057552
## 13289 P2rx2 0.002597332 -0.005769253 0.136325840 0.111932280
## 13290 P2rx3 0.006886005 -0.162668230 -0.180820940 0.042584896
## 13291 P2rx4 0.355350020 0.115924835 0.000000000 -0.963954900
## 13292 P2rx5 0.156671520 0.044318676 0.000000000 0.004074574
## 13293 P2rx6 0.160258770 0.090025900 -0.135786060 0.142076020
## 13294 P2rx7 -0.706703660 -0.237686160 -0.696708200 -0.246838570
## 13295 P2ry1 0.478088380 0.370055200 0.241493230 -0.198792930
## 13296 P2ry10 -0.038417816 -0.075149536 0.026946545 0.075380800
## 13297 P2ry12 -0.093894480 0.057713985 -0.159575460 -0.034416200
## 13298 P2ry13 0.045366764 -0.068398950 -0.285264020 -0.075756550
## 13299 P2ry14 -0.164061550 -0.092182160 0.000000000 0.111419680
## 13300 P2ry2 0.108098510 -0.188508990 -0.268292900 0.531140300
## 13301 P2ry4 0.048299313 -0.173670770 0.041221620 0.000000000
## 13302 P2ry6 -0.433650970 -0.415267940 -0.039137840 -0.215657230
## 13303 P4ha1 0.722070700 -0.441338540 0.000000000 -0.126124380
## 13304 P4ha2 0.083268166 0.252666470 -0.224158290 0.000000000
## 13305 P4ha3 0.153818600 0.020435810 -0.097933290 0.103897570
## 13306 P4hb -0.195434570 -0.081761360 -0.266773220 0.024579048
## 13307 P4htm -0.022510529 -0.046340466 1.271782900 0.267156600
## 13308 Pa2g4 -0.025329590 0.121340750 -0.095029830 -0.486863140
## 13309 Pabpc1 -0.271807670 -0.179218290 -0.236495970 -0.058747290
## 13310 Pabpc1l -0.063200000 -0.027180672 -0.099178790 0.189065930
## 13311 Pabpc2 -0.102759840 -0.134848120 0.077326775 -0.092233660
## 13312 Pabpc4 -0.077161430 -0.038432718 -0.101433040 0.008445578
## 13313 Pabpc4l -0.222490310 -0.270567900 0.139418600 0.268445500
## 13314 Pabpc5 0.013118267 0.149667260 -0.051209450 -0.143407340
## 13315 Pabpc6 -0.028724670 -0.147074220 -0.044751644 -0.018538475
## 13316 Pabpn1 -0.022122383 -0.285809520 0.186406140 -0.090894700
## 13317 Pabpn1l -0.124783040 0.069135666 0.064991000 -0.055103302
## 13318 Pacrg -0.100437164 -0.116483690 -0.022716045 -0.151053900
## 13319 Pacrgl 0.058907510 -0.022939682 0.439760200 0.240922930
## 13320 Pacs1 -0.121014595 0.217037200 0.188518520 0.153508190
## 13321 Pacs2 -0.094241140 -0.159744740 -0.123284340 0.048231125
## 13322 Pacsin1 0.043555260 0.017370700 0.051172733 -0.022939682
## 13323 Pacsin2 -0.057324410 -0.028145790 -0.197473530 0.298849100
## 13324 Pacsin3 -0.085985660 0.123725890 -0.157787800 -0.138289930
## 13325 Padi1 0.000000000 0.013784885 0.206086160 -0.011445999
## 13326 Padi2 -0.031368256 0.055758953 -0.085477350 0.271526340
## 13327 Padi3 0.008326054 -0.176292900 -0.036077023 0.008227825
## 13328 Padi4 -0.084162235 0.097813606 0.108079430 -0.072141170
## 13329 Padi6 -0.017604828 -0.120463850 0.009851933 0.007789135
## 13330 Paf1 -0.096219060 0.005693436 0.225003240 0.135555270
## 13331 Pafah1b1 0.167486190 0.092037200 -0.190732960 -0.068850520
## 13332 Pafah1b2 0.000000000 0.183014870 -0.022172928 -0.299412730
## 13333 Pafah1b3 0.084835530 -0.015963078 0.002168179 -0.053037643
## 13334 Pafah2 -0.032287598 0.016729832 0.026481628 0.035727500
## 13335 Pag1 -0.202418800 -0.129731180 -0.233427050 -0.122962000
## 13336 Pagr1a -0.074977875 0.357977870 -0.206400870 0.214221950
## 13337 Pah -0.195439340 -0.012624741 -0.016296387 -0.071149826
## 13338 Paics 0.021084785 -0.383756640 -0.180540080 0.000000000
## 13339 Paip1 0.102619170 0.090474130 -0.123185160 0.122341156
## 13340 Paip2 0.352514270 0.235105510 0.051479340 -0.246478080
## 13341 Paip2b -0.260266300 0.047766685 0.076944350 0.000000000
## 13342 Pak1 0.132575990 0.153423310 1.031417800 -1.210035800
## 13343 Pak1ip1 0.435308460 -0.019896507 0.185111050 -0.000127000
## 13344 Pak2 0.151921270 -0.132003780 -0.598181700 -0.128104210
## 13345 Pak3 -0.040260790 0.011379242 0.215148450 0.021398067
## 13346 Pak4 0.313363080 0.635533330 0.710687160 -0.252080440
## 13347 Pak6 -0.132262230 -0.091108800 0.191651820 -0.049313070
## 13348 Pak7 -0.063951015 0.015108585 0.010046959 -0.052129745
## 13349 Palb2 0.095499990 0.004926682 0.002263546 -0.061606884
## 13350 Pald1 -0.299588200 0.090505600 -0.342155930 0.387663840
## 13351 Palld -0.128099920 -0.267627240 0.000000000 -0.073842050
## 13352 Palm 0.935724260 1.210018200 1.323979400 0.817788100
## 13353 Palm2 -0.022448540 -0.057195663 -0.062578200 0.000000000
## 13354 Palm3 -0.167304040 0.055687904 0.045822620 0.208794600
## 13355 Palmd 0.905652050 0.641285900 0.602000240 0.767198560
## 13356 Pam 0.114046100 0.484741200 -0.049198150 -0.130461700
## 13357 Pam16 0.000000000 0.305924890 -0.049295903 -0.420987125
## 13358 Pamr1 -0.096345425 0.000000000 -0.212889200 0.055756570
## 13359 Pan2 -0.224204535 0.082116367 0.178295840 0.307521345
## 13360 Pan3 0.224776270 0.064509390 -0.150308610 0.140033720
## 13361 Pank1 0.165042165 -0.161085605 0.471087225 -0.325042490
## 13362 Pank2 -0.033584595 0.321329120 0.070700645 -0.037821770
## 13363 Pank3 0.376988400 0.000000000 0.145672800 0.002688408
## 13364 Pank4 -0.033845425 0.353421700 0.091907500 -0.114378930
## 13365 Panx1 -0.141290190 -0.446414000 -0.116860870 0.114565850
## 13366 Panx2 -0.142597680 -0.136324400 0.078078750 0.136957170
## 13367 Panx3 0.084187510 0.064704420 0.031776905 0.007872582
## 13368 Paox -0.114165305 -0.085465909 0.077809810 0.019247294
## 13369 Papd4 -0.200789930 -0.024733070 -0.124067305 -0.150453092
## 13370 Papd5 0.210896490 -0.094006540 0.190672870 0.109367370
## 13371 Papd7 -0.253451350 0.004970551 -0.127376560 -0.201828000
## 13372 Papl -0.093389510 0.099323270 0.075588230 0.022438526
## 13373 Papln -0.253771300 -0.205587390 -0.057498455 0.920709600
## 13374 Papola 0.152160640 -0.013705254 -0.014353752 -0.002523422
## 13375 Papolb -0.097377300 0.173128130 0.105135920 0.245537280
## 13376 Papolg 0.381195070 0.205652240 0.062476160 0.000000000
## 13377 Pappa 0.054757120 -0.084112644 0.004460335 -0.050899030
## 13378 Pappa2 -0.085740723 0.077833812 -0.002396901 0.065780640
## 13379 Papss1 0.368190770 0.847384900 0.243702890 0.046752453
## 13380 Papss2 -1.189508900 -1.029961600 -0.977629660 2.634022200
## 13381 Paqr3 0.610807400 0.175156120 -0.197659970 -0.053215504
## 13382 Paqr4 0.098817825 0.019836426 0.155437000 0.054685116
## 13383 Paqr5 2.123463200 1.986260900 2.121643500 0.085111140
## 13384 Paqr6 0.000000000 0.000000000 0.107327460 0.208150860
## 13385 Paqr7 0.492128850 0.751176830 0.740753200 -0.108009340
## 13386 Paqr8 0.094735620 0.216149330 0.108821390 0.122731210
## 13387 Paqr9 -0.458033560 -0.175016880 -0.254291530 -0.333231450
## 13388 Pard3 1.863709900 1.992836500 2.036570000 0.274930950
## 13389 Pard3b 0.092302800 0.257979395 0.335889103 0.521640550
## 13390 Pard6a 0.000000000 0.029379368 0.045952797 -0.048464300
## 13391 Pard6b -0.194084640 -0.004872799 0.142284870 0.121974945
## 13392 Pard6g -0.019938946 0.322580340 0.393959050 -0.032581806
## 13393 Parg 0.086096760 0.122705460 -0.035458565 -0.135000230
## 13394 Park2 -0.141171460 -0.155234810 -0.073544025 -0.170005800
## 13395 Park7 0.000000000 0.251142500 0.498262400 -0.420638080
## 13396 Parl -0.264014245 0.170190335 0.206533911 -0.157846455
## 13397 Parm1 0.012838364 0.012838364 0.065896510 -0.027636051
## 13398 Parn 0.000000000 0.398536200 -0.231647970 0.201138020
## 13399 Parp1 -0.103880405 0.241922380 0.057375908 -0.136361120
## 13400 Parp10 -0.299905300 0.000000000 -0.331089970 0.516737460
## 13401 Parp11 -0.605181200 -0.438383100 -0.438003540 -0.119158270
## 13402 Parp12 -0.066143036 0.121787070 0.033036232 0.079880714
## 13403 Parp14 -0.145314220 -0.734224300 -0.373560900 0.357686040
## 13404 Parp16 0.348101140 0.071994305 -0.134303100 0.026648998
## 13405 Parp2 0.153395650 0.283130650 0.175648690 -0.021234512
## 13406 Parp3 -0.225893500 -0.517399300 -0.042444230 -0.142538550
## 13407 Parp4 0.319904330 0.254167560 0.126072880 0.261503220
## 13408 Parp6 0.299065600 0.172202110 -0.367164600 0.129745480
## 13409 Parp8 -2.261373000 -2.489358000 -1.903956900 0.589627740
## 13410 Parp9 -0.122466090 0.316845900 -0.743106370 0.368830680
## 13411 Parpbp -0.155973910 -0.290698530 -0.110929010 0.026694775
## 13412 Pars2 -0.203169350 0.245108130 -0.033949375 0.174732210
## 13413 Parva -0.378896700 -0.218263630 -0.178277020 0.701615330
## 13414 Parvb 1.173165300 1.567749000 1.058687200 0.117799760
## 13415 Parvg -0.012031555 -0.545007200 -0.127554420 -0.311657900
## 13416 Pask -0.096640590 -0.145924090 0.011572838 -0.014058113
## 13417 Pate2 -0.047346592 -0.112547874 -0.132759100 -0.023221493
## 13418 Pate4 0.180923940 -0.061751842 -0.037113667 -0.044152737
## 13419 Patl1 -0.040019990 0.107606890 -0.158268930 0.131168370
## 13420 Patl2 0.020419120 -0.141528600 -0.032473564 -0.015982628
## 13421 Patz1 0.191248181 0.602731700 0.274474865 -0.014734505
## 13422 Pawr -0.748505100 -1.305424700 -0.786017400 0.954547900
## 13423 Pax1 -0.009065628 0.007732391 0.131864070 -0.085698130
## 13424 Pax2 0.012495995 -0.065969470 0.227127080 -0.003099442
## 13425 Pax3 -0.030603409 0.001117230 0.140456680 0.000000000
## 13426 Pax4 0.000331000 0.039038660 -0.018204212 -0.008528233
## 13427 Pax5 -0.052753925 -0.074502470 -0.088154316 0.031031609
## 13428 Pax6 0.000696000 0.070786950 0.000696000 0.007270813
## 13429 Pax7 0.051383495 0.102961060 -0.090087414 0.140871520
## 13430 Pax8 -0.086034300 -0.044523716 -0.048827170 -0.132395740
## 13431 Pax9 -0.189668660 -0.185606480 0.143183230 -0.034122467
## 13432 Paxbp1 0.125819200 -0.114995960 -0.144584660 0.306530000
## 13433 Paxip1 -0.037755966 0.203573230 -0.329660900 0.142635350
## 13434 Pbdc1 0.053892136 -0.263033400 0.100689410 0.136573790
## 13435 Pbk -0.219588280 -0.349865900 -0.284199240 -0.017904758
## 13436 Pbld1 0.312334060 0.163107870 0.059938908 0.191674710
## 13437 Pbld2 -0.143321510 0.000000000 -0.006802082 0.176774500
## 13438 Pbp2 0.040783405 -0.071233270 -0.067511560 -0.028596401
## 13439 Pbrm1 0.191910740 0.069450379 0.081618307 0.074693044
## 13440 Pbsn 0.000449000 -0.001792431 -0.013576031 0.089684490
## 13441 Pbx1 -0.063339230 0.256157880 0.452010150 -0.057687760
## 13442 Pbx2 0.079587940 0.410512920 0.068341255 -0.059447765
## 13443 Pbx3 0.191162590 0.477785100 0.408942220 0.138417240
## 13444 Pbx4 -0.082962510 0.000000000 0.100473880 -0.021579266
## 13445 Pbxip1 -0.336327550 -0.035808563 -0.095527170 0.117582800
## 13446 Pcbd1 0.113465310 -0.184067730 -0.125343320 -0.047236920
## 13447 Pcbd2 0.107051850 0.121877670 0.419698720 -0.049510956
## 13448 Pcbp1 0.131105420 -0.080389020 -0.078257560 -0.593821500
## 13449 Pcbp2 0.126517300 0.187369350 0.152792930 -0.141220100
## 13450 Pcbp3 0.000000000 -0.074800014 -0.137242800 0.033066273
## 13451 Pcbp4 0.000000000 0.382882600 -0.146207330 -0.146309850
## 13452 Pcca 1.587247800 1.441938400 1.306337400 0.154578210
## 13453 Pccb -0.521695140 -0.262409200 0.204971310 -0.070328710
## 13454 Pcdh1 0.106600285 0.366213320 0.296059130 0.182803630
## 13455 Pcdh10 0.144499780 0.218062880 0.134846690 -0.116161350
## 13456 Pcdh11x 0.000000000 0.055736065 -0.103057860 -0.087255955
## 13457 Pcdh12 -0.523936750 -0.367000580 -0.475239750 1.434041000
## 13458 Pcdh15 -0.025970936 -0.111773490 0.041555405 0.073215960
## 13459 Pcdh17 -1.503198100 -1.162924800 -2.106684700 1.028714200
## 13460 Pcdh18 0.354020120 -0.002783299 -0.107939720 0.180347440
## 13461 Pcdh19 2.958335400 2.649265800 2.489382300 2.234967700
## 13462 Pcdh20 0.069828030 -0.063584330 -0.071551320 0.006537437
## 13463 Pcdh7 0.238553050 -0.007956028 0.674627300 -0.156578540
## 13464 Pcdh8 0.000570536 0.032120466 -0.066110030 -0.019797325
## 13465 Pcdh9 0.195688960 0.290169955 0.012344837 0.057634593
## 13466 Pcdha10 -0.040511130 0.018757343 0.112911700 0.018757343
## 13467 Pcdhb1 -0.010078907 0.168818000 0.349787700 0.024916649
## 13468 Pcdhb10 0.119727135 0.000000000 -0.097112180 -0.241647720
## 13469 Pcdhb11 -0.005075455 0.224142070 0.235300060 -0.009864807
## 13470 Pcdhb12 -0.161839490 -0.184180260 -0.333343500 0.383377550
## 13471 Pcdhb13 -0.225143910 -0.063992980 0.000000000 0.472876070
## 13472 Pcdhb14 -0.049913406 0.233297820 0.480226040 0.413297650
## 13473 Pcdhb15 0.089838030 -0.240975380 0.000000000 0.616148950
## 13474 Pcdhb16 -0.052713394 0.000891000 -0.068099500 0.510373100
## 13475 Pcdhb17 0.643046400 -0.076590540 0.602297800 0.543902400
## 13476 Pcdhb18 -0.106885910 0.872135160 -0.114539620 0.191053390
## 13477 Pcdhb19 -0.205706120 -0.081444740 0.353978160 0.615747000
## 13478 Pcdhb2 -0.115789410 0.000000000 0.056506157 -0.165687560
## 13479 Pcdhb20 0.148437980 -0.216426370 0.695271500 0.000701000
## 13480 Pcdhb21 0.059161663 -0.008283138 0.702017300 0.997886200
## 13481 Pcdhb22 0.276130680 0.060327053 0.442780970 0.598742500
## 13482 Pcdhb3 0.187157150 -0.071972370 -0.418445100 0.000000000
## 13483 Pcdhb4 -0.118094444 -0.009177685 0.327959060 0.113672260
## 13484 Pcdhb5 0.041128160 -0.067506790 -0.029239655 0.025913715
## 13485 Pcdhb6 -0.048480034 0.005329132 0.275878430 -0.077916620
## 13486 Pcdhb7 0.553368570 0.106414795 0.105930805 -0.368644700
## 13487 Pcdhb8 0.151863100 -0.234331610 -0.063633920 0.034590720
## 13488 Pcdhb9 0.055961610 0.167419910 -0.130066400 -0.353418830
## 13489 Pcdhga12 0.231433390 0.144154550 0.113572600 0.588264940
## 13490 Pced1a 0.186195850 0.019920350 0.046789170 -0.013877869
## 13491 Pced1b 0.069051266 0.004388809 -0.272148600 -0.104279995
## 13492 Pcf11 0.317205430 -0.138804440 -0.426803600 -0.281033520
## 13493 Pcgf1 -0.352117060 0.183678630 0.313127520 -0.048573494
## 13494 Pcgf2 -0.041362286 0.677773950 -0.076594830 -0.135806080
## 13495 Pcgf3 0.080341340 0.103072170 0.381696700 0.113080980
## 13496 Pcgf5 0.024954083 -0.045302629 -0.442445290 -0.334048020
## 13497 Pcgf6 -0.067234516 -0.448423860 -0.512521270 -0.041541100
## 13498 Pcid2 -0.417594900 -0.008133411 0.304416660 0.191796780
## 13499 Pcif1 -0.097003460 -0.013505459 0.292045595 0.216902970
## 13500 Pck1 -0.152213570 -0.045420647 0.011748791 0.076570990
## 13501 Pck2 -0.113791466 -0.197089670 -0.030699730 0.126292700
## 13502 Pclo 0.010598660 0.020968914 -0.025001049 0.088588715
## 13503 Pcm1 0.163974760 0.069858550 0.000000000 0.257888800
## 13504 Pcmt1 0.014132500 0.402825360 0.149996760 -0.167475700
## 13505 Pcmtd1 0.774213800 0.687736500 0.684958460 0.427833560
## 13506 Pcmtd2 0.231554030 0.107262610 -0.453460700 0.357156750
## 13507 Pcna 0.034898758 -0.305579670 -0.295953755 -0.351064205
## 13508 Pcnp 0.244421485 0.222729205 0.322636130 0.062708378
## 13509 Pcnt 0.048903705 0.020447255 -0.123370648 0.080664395
## 13510 Pcnx 0.480291370 0.240176200 0.331787100 0.187124250
## 13511 Pcnxl2 0.000000000 -0.025758266 0.134973050 0.047770500
## 13512 Pcnxl3 0.012619495 -0.014846802 0.184721950 0.012228012
## 13513 Pcnxl4 0.111508370 0.095101830 0.221658700 0.163798330
## 13514 Pcolce -0.491125100 -0.392054080 -0.299148560 0.903811000
## 13515 Pcolce2 -0.430562970 -0.404870030 -0.482072830 -0.107595920
## 13516 Pcp2 -0.005250931 0.189425950 0.168239600 -0.292927270
## 13517 Pcp4 0.818247800 0.437448020 0.161335470 0.111402035
## 13518 Pcp4l1 2.220376000 2.375558900 2.460299500 0.121126175
## 13519 Pcsk1 0.030179977 0.000000000 -0.108734130 0.097270966
## 13520 Pcsk1n 0.025763988 0.000000000 0.086765290 0.133026120
## 13521 Pcsk2 -0.070080280 0.000000000 0.062668320 0.254625800
## 13522 Pcsk4 -0.157966610 -0.146260740 0.087270740 0.000000000
## 13523 Pcsk5 -0.589324950 -0.550470350 -0.429505350 0.160793300
## 13524 Pcsk6 0.012279511 -0.026820660 0.173023220 0.154944420
## 13525 Pcsk7 -0.059269430 -0.034661770 0.101601600 0.259926320
## 13526 Pcsk9 0.065929890 -0.013339043 0.108171460 -0.122744080
## 13527 Pctp -0.215300560 -0.534310340 -0.653809550 -0.489521500
## 13528 Pcx 0.179102420 0.248238090 -0.064826010 0.177972800
## 13529 Pcyox1 0.258788100 0.360443120 0.782906530 -0.903915900
## 13530 Pcyox1l -0.013172627 -0.036565780 0.061042310 0.049024105
## 13531 Pcyt1a 0.033464430 -0.064044000 0.076011660 -0.334847450
## 13532 Pcyt1b 0.000000000 -0.053530693 -0.056163310 -0.107960224
## 13533 Pcyt2 -0.069022180 -0.221011640 0.045904160 -0.086718560
## 13534 Pdap1 0.036889076 0.254125600 0.309420600 0.179340360
## 13535 Pdc -0.070609090 -0.009643555 0.098174095 -0.031378746
## 13536 Pdcd1 0.016451359 0.088090900 0.231047150 -0.022240639
## 13537 Pdcd10 0.513492110 0.006398201 -0.228149412 -0.226165773
## 13538 Pdcd11 -0.312211030 -0.125086785 0.276045330 0.123313903
## 13539 Pdcd1lg2 -0.019347190 -0.024196625 0.062679290 0.057737827
## 13540 Pdcd2 0.352036480 -0.216408730 0.137548450 0.007774353
## 13541 Pdcd2l -0.188183310 0.149461750 0.077006340 -0.220793250
## 13542 Pdcd4 0.216814040 0.010991097 -0.036777496 -0.441461560
## 13543 Pdcd5 0.127549650 0.814160350 0.216444500 -0.026822090
## 13544 Pdcd6 0.133649830 0.008465767 0.197494500 0.108557700
## 13545 Pdcd6ip -0.082028390 -0.200202940 -0.062385560 0.292350770
## 13546 Pdcd7 -0.016202927 0.066530230 0.009726524 0.374969480
## 13547 Pdcl 0.291987420 0.111151695 0.394488330 0.083120346
## 13548 Pdcl2 -0.037291050 0.003788948 0.045981884 0.019048214
## 13549 Pdcl3 0.236768720 0.317741400 0.238416670 0.027626038
## 13550 Pddc1 -0.020268917 0.002237797 -0.052472590 0.295038700
## 13551 Pde10a 0.015221119 -0.345868100 0.127176280 0.722269060
## 13552 Pde11a 0.092711926 -0.053648470 -0.084219930 -0.076107500
## 13553 Pde12 -0.038381338 -0.093108419 0.076171395 0.017615319
## 13554 Pde1a -0.154578690 -0.128510480 -0.127148630 0.510238200
## 13555 Pde1b 0.086292270 0.022027970 -0.001073360 -0.159206390
## 13556 Pde1c -0.186947820 0.016402245 -0.033832550 0.000000000
## 13557 Pde2a 0.842822100 0.762309100 0.986148830 0.246931080
## 13558 Pde3a -0.271465780 -0.230869770 -0.145203590 0.000000000
## 13559 Pde3b -0.808917500 -0.883726600 -0.612417700 -0.441109180
## 13560 Pde4a -0.130424500 -0.061044693 -0.065809250 -0.008598805
## 13561 Pde4b 0.081276890 -0.441169740 -0.231573100 0.333987700
## 13562 Pde4c -0.065775394 -0.029198170 -0.207520480 0.160774230
## 13563 Pde4d 0.288450240 0.156977650 -0.061420918 -0.243884560
## 13564 Pde4dip 0.016345024 -0.026903152 0.000000000 0.236900330
## 13565 Pde5a 1.097881300 1.030593400 0.286241050 -0.111608505
## 13566 Pde6a 0.036272526 0.087239265 -0.036657810 0.238921170
## 13567 Pde6b 0.038400650 -0.023873330 0.032235146 -0.078221320
## 13568 Pde6c 0.001604080 -0.004905701 -0.002611160 -0.059272766
## 13569 Pde6d 0.009491921 0.349703800 -0.533431530 -0.202067380
## 13570 Pde6g 0.030830383 -0.091711520 0.034731388 -0.073471546
## 13571 Pde6h -0.031692980 0.173114780 0.123224735 -0.247571950
## 13572 Pde7a -0.114287380 0.220212460 0.197938440 0.001969814
## 13573 Pde7b 1.128449400 1.352716400 1.848956100 -0.695490360
## 13574 Pde8a 0.595006940 0.590387340 0.331997870 0.108791350
## 13575 Pde8b -0.107448100 0.139763830 0.262002940 0.000000000
## 13576 Pde9a -0.172379500 -0.420169350 -0.013893604 0.295193200
## 13577 Pdgfa 0.090087890 0.217770580 0.146512030 -0.012311935
## 13578 Pdgfb -0.041313170 0.886839870 0.728053100 0.533141140
## 13579 Pdgfc -0.288169380 -0.304779530 0.439683900 -0.231073860
## 13580 Pdgfd 0.182605740 0.000000000 -0.095652580 0.987127300
## 13581 Pdgfra -0.027116299 -0.110048770 0.030530930 0.687093260
## 13582 Pdgfrb -0.211402420 0.090958595 0.045260430 0.687949660
## 13583 Pdgfrl 0.172730200 0.491764300 -0.205680854 -0.194234137
## 13584 Pdha1 -0.143805500 -0.323289870 0.589958200 0.026688576
## 13585 Pdha2 0.109513760 -0.096135140 0.000000000 0.000000000
## 13586 Pdhb 0.056171417 0.137610440 -0.201784130 -0.201341630
## 13587 Pdhx 0.000000000 -0.020687580 0.185281750 0.028782845
## 13588 Pdia2 0.005484581 0.031455517 0.073270800 0.000000000
## 13589 Pdia3 0.072611810 -0.140832900 -0.214785580 -0.239118580
## 13590 Pdia4 -0.108681680 -0.172488210 0.369488720 -0.210511210
## 13591 Pdia5 0.000000000 -0.205761910 -0.244894980 -0.363762380
## 13592 Pdia6 -0.345845220 -0.604489300 -0.613747600 0.055606842
## 13593 Pdik1l -0.353228100 -0.051532745 0.366809370 -0.092177870
## 13594 Pdilt 0.034741880 -0.068710804 -0.135962490 0.000328000
## 13595 Pdk1 -0.151560780 0.349012370 -0.112356660 -0.339390750
## 13596 Pdk2 0.069237230 0.013288021 0.128124710 0.049129010
## 13597 Pdk3 -0.070320130 -0.210659500 0.591766360 -0.963783740
## 13598 Pdk4 1.249098800 0.551657700 0.631114500 0.759276400
## 13599 Pdlim1 -2.120009150 -2.526715000 -2.295149350 0.959002025
## 13600 Pdlim2 -0.234967230 0.030351162 -0.232848640 -0.312478540
## 13601 Pdlim3 -0.319746970 -0.490185740 -0.351232530 0.429166320
## 13602 Pdlim4 -0.139526840 -0.156199460 -0.133865830 -0.281682000
## 13603 Pdlim5 0.915067700 0.197170260 0.350695600 0.239651680
## 13604 Pdlim7 -0.080631256 0.074395660 0.570223800 0.186935420
## 13605 Pdp1 0.485060700 0.681074140 -0.014562607 0.181358340
## 13606 Pdp2 -0.464574340 -0.577686300 -0.111450670 -0.233978750
## 13607 Pdpk1 0.006837845 -0.214771270 -0.362279900 -0.213647840
## 13608 Pdpn -0.373123170 -0.249155040 -0.183629990 -0.092813015
## 13609 Pdpr -0.061291218 0.014967442 0.314595700 0.103647710
## 13610 Pdrg1 -0.087696075 0.113035200 0.000000000 0.027758598
## 13611 Pds5a 0.045057297 -0.020779610 -0.204199790 -0.114418030
## 13612 Pds5b 0.388205530 0.305160520 0.250008580 0.077238080
## 13613 Pdss1 -0.506306650 -0.324749000 -0.215250490 0.175763130
## 13614 Pdss2 0.091601370 0.017492771 -0.433765900 -0.053600788
## 13615 Pdx1 0.000000000 -0.005082130 0.252319340 -0.009767056
## 13616 Pdxdc1 0.389341350 0.242618560 0.373442650 -0.096295360
## 13617 Pdxk 1.971646300 2.194171000 1.435768100 -0.097533226
## 13618 Pdxk-ps 0.561893460 0.503159050 0.247365470 -0.233144760
## 13619 Pdxp 0.025502682 -0.050788879 0.085745095 -0.070033310
## 13620 Pdyn 0.147262570 0.154956340 0.000000000 -0.013012886
## 13621 Pdzd11 0.386469840 0.562281600 0.788976670 0.192432400
## 13622 Pdzd2 0.017172813 0.359806060 0.242338180 1.147314100
## 13623 Pdzd3 0.007913590 -0.077987670 0.040784360 -0.077931880
## 13624 Pdzd4 -0.082131386 -0.056978226 0.236742020 0.151499270
## 13625 Pdzd8 -0.202049260 -0.481646540 0.397974000 0.021564484
## 13626 Pdzd9 0.000000000 -0.031804085 0.000000000 0.129467960
## 13627 Pdzk1 -0.125835900 -0.070717810 0.064382076 -0.045115948
## 13628 Pdzk1ip1 -0.037598610 -0.127821450 -0.239787100 -0.335953700
## 13629 Pdzrn3 -0.058738710 -0.007082462 -0.041180134 -0.017798424
## 13630 Pdzrn4 -0.011614800 0.069051266 0.100702286 0.038724422
## 13631 Pea15a 0.077507020 0.399713520 0.083321570 0.085109710
## 13632 Pea15b 0.152233120 0.140513900 0.108948710 0.018218040
## 13633 Pear1 0.123037815 0.117752075 0.308921800 0.183502200
## 13634 Pebp1 -0.033809662 -0.067217670 0.146545250 -0.111532847
## 13635 Pebp4 -0.096476080 0.000000000 0.073258400 0.015018940
## 13636 Pecam1 0.000000000 0.045287132 -0.008958817 0.227166180
## 13637 Pecr 0.363806720 -0.042322160 0.108085630 -0.171630380
## 13638 Pef1 0.260260100 -0.088157654 0.378895760 -0.082524300
## 13639 Peg10 0.000000000 -0.160157680 -0.010687351 0.642405500
## 13640 Peg12 0.000000000 0.231707100 -0.059265614 -0.029837608
## 13641 Peg3 0.117371080 0.732450000 0.160494800 0.198088170
## 13642 Peli1 0.601924900 0.385208130 0.000000000 -0.581340800
## 13643 Peli2 0.151459700 0.220158580 0.202905650 0.483693120
## 13644 Peli3 -0.072726250 -0.036395550 -0.287822720 -0.012382031
## 13645 Pelo 0.337322945 0.012071610 -0.045020105 0.461512088
## 13646 Pelp1 0.000000000 -0.032344340 -0.391379830 0.178423400
## 13647 Pemt 0.000000000 0.002860546 0.251674650 0.040204050
## 13648 Penk 0.000000000 0.055498123 -0.533766750 -0.116549490
## 13649 Peo1 -0.242599960 -0.022978306 -0.088585380 0.000000000
## 13650 Pepd 0.467213150 -0.254213800 -0.080201150 -0.293680200
## 13651 Per1 0.558631900 -0.381227020 0.129335400 -0.324243070
## 13652 Per2 -0.111068726 -0.161901470 0.134204390 -0.266093250
## 13653 Per3 0.000000000 0.128279210 0.649495100 -0.134646420
## 13654 Perp -0.083074090 0.096198560 -0.038177013 -0.075757980
## 13655 Pes1 0.154554125 -0.017843246 0.260869500 0.083952905
## 13656 Pet112 0.051014900 0.064409730 0.239648340 -0.039741516
## 13657 Pet2 -0.004926682 -0.014276028 -0.051621437 0.077749250
## 13658 Pex1 0.300350665 0.401031015 0.388791090 0.107688663
## 13659 Pex10 -0.007485390 0.028665543 0.240995880 0.000000000
## 13660 Pex11a -0.018232822 0.527387600 0.204608920 -0.241875650
## 13661 Pex11b 0.141202450 0.255612850 0.780231500 -0.167050840
## 13662 Pex11g -0.224224090 0.073468210 -0.027920723 0.141489500
## 13663 Pex12 0.314966200 0.219983100 0.000000000 0.497355940
## 13664 Pex13 -0.103731155 -0.166912080 -0.196910860 0.122863770
## 13665 Pex14 -0.054081917 -0.022594452 -0.115568640 0.040047646
## 13666 Pex16 0.000000000 0.044597150 0.064233780 -0.011168480
## 13667 Pex19 0.165956500 0.533602700 0.700433730 -0.033556940
## 13668 Pex2 -0.054768562 0.000000000 -0.310852050 0.190032960
## 13669 Pex26 0.014939308 0.000000000 0.048184870 -0.022220135
## 13670 Pex3 0.471058370 0.482682700 0.556181430 -0.205269810
## 13671 Pex5 0.061851500 -0.028460026 -0.045005320 -0.111637590
## 13672 Pex5l 0.127628800 -0.102895260 0.149587630 -0.070341110
## 13673 Pex6 0.007820606 0.064150810 0.158483500 0.205615040
## 13674 Pex7 -0.509655000 -0.378803730 -0.399577620 0.092602730
## 13675 Pf4 -0.174952980 0.183137420 -0.239541530 0.103493210
## 13676 Pfas 0.018857002 0.000000000 0.237441540 -0.128052710
## 13677 Pfdn1 0.473945140 0.893415900 -0.339160440 -0.066692350
## 13678 Pfdn2 -0.314867020 0.180746080 0.000000000 -0.191293720
## 13679 Pfdn4 0.201620100 -0.018749237 0.841575600 -0.368012430
## 13680 Pfdn5 -0.120700836 0.258825300 0.131237030 0.252632140
## 13681 Pfkfb1 0.180797580 -0.233518120 -0.151469230 0.180175780
## 13682 Pfkfb2 0.249142170 -0.054549217 -0.432852270 -0.091192720
## 13683 Pfkfb3 -0.927216530 -1.254055000 -0.706773760 0.422942160
## 13684 Pfkfb4 -0.001544476 -0.227940080 0.000000000 0.058647633
## 13685 Pfkl 0.362261300 0.789835450 0.746969200 0.095252514
## 13686 Pfkm -0.022960663 0.302993300 0.338282100 -0.268132200
## 13687 Pfkp -0.191309930 -0.596591500 -0.818974500 0.255454060
## 13688 Pfn1 -0.337989800 -0.115462300 -0.015954018 -0.324392320
## 13689 Pfn2 -0.074760914 0.596349240 0.025845528 0.000000000
## 13690 Pfn3 0.068144562 -0.046869038 -0.155390025 -0.130574467
## 13691 Pfn4 -0.080572605 -0.000917000 -0.194590570 0.116147040
## 13692 Pfpl -0.054077625 -0.043842316 0.072790146 0.049866676
## 13693 Pga5 -0.139831540 0.079627990 0.004224777 -0.041154860
## 13694 Pgam1 0.056274891 -0.014024734 0.221532507 -0.249258520
## 13695 Pgam2 -0.529465700 -0.835004800 -0.422588830 -0.239058020
## 13696 Pgam5 -0.009210110 -0.109333040 0.155441280 -0.606362800
## 13697 Pgap1 -0.286262040 0.214685920 -1.107650800 -0.160196780
## 13698 Pgap2 -0.518777400 -0.515111900 -0.143064500 0.000000000
## 13699 Pgap3 0.166530610 0.012156963 -0.051561832 0.041811466
## 13700 Pgbd1 0.373063560 0.047210217 -0.098838330 0.101166250
## 13701 Pgbd5 0.037606240 0.188713550 0.099251750 0.160266880
## 13702 Pgc 0.000000000 -0.112076280 0.103514670 0.028108120
## 13703 Pgd 0.033226967 -0.245363240 -0.521948800 -0.022412300
## 13704 Pgf 0.000000000 -0.073586464 -0.063707830 0.356421000
## 13705 Pggt1b -0.039896965 0.061649323 0.235210420 0.616049770
## 13706 Pgk1 -0.266805650 -0.101279893 0.373348870 -0.387314477
## 13707 Pgk2 -0.032868385 -0.112271310 -0.115549564 0.024131298
## 13708 Pgls 0.000000000 -0.306745530 0.405304900 0.062650680
## 13709 Pglyrp1 4.637797400 4.469470000 4.910684600 -0.170615200
## 13710 Pglyrp3 -0.001266956 -0.098499775 0.032220364 0.100302696
## 13711 Pglyrp4 0.040665150 -0.095147610 0.014089108 0.026053429
## 13712 Pgm1 0.172780040 0.004737854 0.350151060 0.000000000
## 13713 Pgm2 -0.098987580 -0.142945770 -0.261189940 0.215508940
## 13714 Pgm2l1 0.000000000 0.130255700 -0.336070060 0.487355230
## 13715 Pgm3 -0.220415120 -0.304327000 -0.092092990 0.100412846
## 13716 Pgm5 2.637122600 2.499705800 1.897415600 0.671938400
## 13717 Pgp -0.107081410 -0.156285760 0.189116000 0.016262054
## 13718 Pgpep1 -0.042996883 0.293039800 0.125757220 0.437554360
## 13719 Pgpep1l 0.279603960 -0.001741409 0.099999905 0.188402180
## 13720 Pgr 0.081716540 -0.117909910 -0.002491474 -0.015298367
## 13721 Pgr15l 0.088944910 -0.022274494 0.018749237 0.018623352
## 13722 Pgrmc1 0.465162280 0.332010270 0.429217340 0.518985750
## 13723 Pgrmc2 0.271614070 0.241073610 0.508909200 0.184355740
## 13724 Pgs1 -0.405995370 0.184071540 -0.183483120 -0.145547870
## 13725 Phactr1 0.720247270 0.717588400 0.890419960 0.480518340
## 13726 Phactr2 0.109073640 0.236860280 0.214185710 0.437766080
## 13727 Phactr3 0.105448246 0.002274513 -0.018886566 -0.057371140
## 13728 Phactr4 0.735650060 1.246624000 0.829916950 0.586804400
## 13729 Phax 0.039102554 -0.031782150 0.271654130 0.045735360
## 13730 Phb -0.542620670 -0.326147085 0.034718990 -0.338256360
## 13731 Phb2 -0.217526440 -0.032318115 0.088979720 0.000000000
## 13732 Phc1 0.752664570 0.563813200 0.346744060 -0.261837960
## 13733 Phc2 0.024863720 0.077056885 0.532560350 0.221832280
## 13734 Phc3 0.334771635 0.320557595 -0.068281653 0.302426815
## 13735 Phex -0.041885853 0.072758200 -0.080622670 -0.081374170
## 13736 Phf1 0.354542260 0.387691970 0.247179510 -0.035378456
## 13737 Phf10 0.312158580 0.349103930 0.500366200 -0.330021860
## 13738 Phf11a -0.323829650 -0.653943540 -0.648794200 0.000000000
## 13739 Phf11c -0.116349700 1.033505400 -0.333513740 0.000000000
## 13740 Phf11d -1.232932100 -1.295040600 -1.173760400 0.403212550
## 13741 Phf12 0.042855263 0.093126300 -0.021842957 -0.172666550
## 13742 Phf13 0.002353668 -0.052454470 0.000000000 0.008909702
## 13743 Phf14 0.181540490 0.230517390 -0.185441020 0.180941580
## 13744 Phf15 -0.006180286 0.041964530 0.234198570 -0.282588000
## 13745 Phf16 0.297112000 0.192011830 -0.091927530 -0.259490500
## 13746 Phf17 0.123932840 0.517472270 0.375756260 0.000000000
## 13747 Phf19 -0.080294130 -0.038764477 -0.044625760 -0.142849920
## 13748 Phf2 0.357135770 0.324541100 0.493124000 0.209389690
## 13749 Phf20 0.109017368 0.347027465 0.142272630 0.114165940
## 13750 Phf20l1 0.068685055 -0.170159340 -0.359719280 0.304102420
## 13751 Phf21a 0.138161660 0.134972570 -0.115512850 0.537626270
## 13752 Phf21b 0.032841206 0.019875526 -0.084989550 0.151054380
## 13753 Phf23 0.358760360 -0.325375080 -0.200724120 -0.175666330
## 13754 Phf3 0.198404310 0.184228900 0.014663696 0.012270927
## 13755 Phf5a -0.551188470 0.000000000 -0.152092930 -0.337342260
## 13756 Phf6 0.089190006 0.000000000 -0.254911420 0.123218060
## 13757 Phf7 -0.233044150 -0.065287110 -0.170386790 -0.251894000
## 13758 Phf8 0.145144460 -0.074549675 0.132815360 -0.006729126
## 13759 Phgdh -0.124656918 0.157795189 -0.040107965 0.170027493
## 13760 Phgr1 0.000000000 -0.007947922 0.007441044 -0.024177551
## 13761 Phip 0.318513870 0.000000000 -0.085760120 0.237683300
## 13762 Phka1 0.298686980 0.206604000 0.161719320 0.136703490
## 13763 Phka2 -0.097598076 -0.015349388 -0.030846596 0.220944400
## 13764 Phkb 0.267071250 0.254426960 -0.013162613 0.077800750
## 13765 Phkg1 0.021488190 -0.093134400 0.017681599 -0.017322540
## 13766 Phkg2 -0.463115200 -0.001735687 0.009745600 -0.121999740
## 13767 Phlda1 0.393853660 -0.942984100 0.001530647 -1.397119500
## 13768 Phlda2 0.092261790 -0.066501140 0.184345250 -0.097010610
## 13769 Phlda3 -0.266054630 -0.149394990 -0.191056250 0.060220240
## 13770 Phldb1 0.117767334 0.297734260 0.007013321 0.478054050
## 13771 Phldb2 -0.368198400 -0.137308120 0.015368462 0.526378630
## 13772 Phldb3 -0.126994293 0.033831597 0.000713189 0.013556004
## 13773 Phlpp1 -0.140160560 -0.342609400 -0.688014030 0.261223800
## 13774 Phlpp2 0.001679897 -0.446291450 -0.048515797 0.079926970
## 13775 Phospho1 -0.892918600 -0.600103400 0.086759090 0.259605880
## 13776 Phospho2 -0.059011460 -0.124324320 0.279146670 -0.605936500
## 13777 Phox2a -0.165072920 0.306488500 0.125162120 0.000000000
## 13778 Phox2b 0.070561410 0.000724000 -0.002624035 0.042812347
## 13779 Phpt1 -0.152781490 0.226489070 0.143847470 -0.843053800
## 13780 Phrf1 0.076604840 -0.131680970 0.130014420 0.075732230
## 13781 Phtf1 0.297517780 0.126123430 0.092545510 0.023372650
## 13782 Phtf2 0.091462135 -0.200195790 -0.128047940 -0.305988800
## 13783 Phxr1 -0.079053880 -0.315344330 0.055840970 0.000000000
## 13784 Phxr2 0.169472700 -0.165141580 0.000000000 -0.165576930
## 13785 Phxr4 -0.263109200 -0.093167780 -0.508819600 0.942330360
## 13786 Phyh 0.428833960 0.444290160 1.117088300 -0.754367350
## 13787 Phyhd1 -0.260490900 -0.642901900 -0.209097860 0.000000000
## 13788 Phyhip 0.084327700 -0.003774643 0.041341780 0.157240390
## 13789 Phyhipl 0.265216830 0.475956920 0.472459320 -0.016070366
## 13790 Phykpl -0.026165009 0.000000000 -0.092031000 0.005488396
## 13791 Pi15 0.019594670 -0.009434700 -0.041791440 -0.030256271
## 13792 Pi16 -0.013362408 -0.049313545 -0.147850040 0.031976700
## 13793 Pi4k2a -0.018296242 -0.064974310 0.011908531 -0.312167640
## 13794 Pi4k2b -0.317624570 -0.480467800 -0.163925650 -0.401344300
## 13795 Pi4ka 0.093467710 0.255167000 0.240214350 0.272387500
## 13796 Pi4kb 0.017474174 0.085181236 0.055915833 -0.082319260
## 13797 Pianp -0.039994240 -0.221982000 0.015584946 -0.123061660
## 13798 Pias1 0.123804090 0.000000000 0.171822550 0.083188060
## 13799 Pias2 0.153374670 0.023828506 0.233523370 0.028921127
## 13800 Pias3 -0.149665360 0.523774150 0.140617850 0.143290520
## 13801 Pias4 -0.119993210 0.262181280 0.014981747 0.000000000
## 13802 Pibf1 0.239209180 -0.115916250 -0.278856750 0.365667340
## 13803 Picalm 0.151205060 -0.137413020 -0.355928420 0.209958080
## 13804 Pick1 -0.425151350 0.599399100 0.217914580 0.072802540
## 13805 Pid1 -0.241187570 -0.196583750 0.124825954 0.029078007
## 13806 Piezo1 0.177367528 0.180271148 0.287058513 0.309204100
## 13807 Piezo2 -0.068858623 -0.003109933 -0.130199909 -0.134398619
## 13808 Pif1 0.082727910 -0.056455612 0.278157230 -0.128334050
## 13809 Pifo -0.040635110 -0.046342850 0.018345356 0.018345356
## 13810 Piga -0.313594340 -0.466821200 -0.480990900 -0.222533700
## 13811 Pigb 0.027787209 0.173254970 0.098775860 0.131604200
## 13812 Pigc 0.128415110 -0.177757260 0.156483650 0.289811130
## 13813 Pigf 0.109905240 -0.244889260 0.321076400 -1.009847200
## 13814 Pigg 0.300282480 0.177784920 -0.045207024 0.088616370
## 13815 Pigh 0.412659650 0.167078500 0.844276900 0.048178196
## 13816 Pigk 0.000000000 -0.029084206 -0.207189560 0.092703820
## 13817 Pigl -0.182991980 0.158974170 0.089131355 -0.173150540
## 13818 Pigm -0.281318660 -0.175928120 0.417389870 0.322167400
## 13819 Pign 0.168045040 -0.421092030 -0.364559170 0.262114520
## 13820 Pigo -0.033336163 0.019844055 -0.163598540 0.062150955
## 13821 Pigp 0.307984120 0.404962065 0.486660715 0.112102985
## 13822 Pigq -0.148116110 -0.011082649 0.034256935 0.167031290
## 13823 Pigr 0.002412319 -0.040391922 0.103144646 -0.005437374
## 13824 Pigs 0.029963493 0.138035300 0.242772580 0.164692400
## 13825 Pigt -0.468748570 -0.189802170 -0.250324250 0.083123210
## 13826 Pigu 0.000000000 0.226697920 -0.111745834 -0.163443570
## 13827 Pigv 0.021893978 -0.092791560 -0.418662070 -0.183246140
## 13828 Pigw -0.192853930 -0.089846610 0.171085360 -0.433177470
## 13829 Pigx -0.217019080 -0.073911670 0.000000000 -0.127967830
## 13830 Pigyl -0.102844240 -0.010956764 1.058943700 -0.444416050
## 13831 Pigz -0.025087357 0.065832140 0.074246880 -0.224846840
## 13832 Pih1d1 0.061043262 0.013572216 0.054932594 -0.347502700
## 13833 Pih1d2 0.069685460 0.309628960 0.148611550 -0.018812656
## 13834 Pih1d3 0.097182274 -0.016613960 -0.037487030 0.043597220
## 13835 Pik3ap1 -0.082932470 -0.035235880 0.058802605 -0.008265495
## 13836 Pik3c2a 0.466223720 0.361949920 0.543665900 0.344121930
## 13837 Pik3c2b -1.358592500 -1.378351200 -0.953523160 1.302868800
## 13838 Pik3c2g 0.084351060 -0.029658794 0.179839610 0.001885414
## 13839 Pik3c3 0.000000000 0.134879110 0.498442650 0.321963300
## 13840 Pik3ca 0.075446130 -0.054462433 -0.127535820 0.324161530
## 13841 Pik3cb 0.048669815 0.053579330 0.000000000 0.523301100
## 13842 Pik3cd -0.334115980 -0.111251354 -0.193655970 0.244686600
## 13843 Pik3cg -0.273624900 -0.136530880 -0.129307270 0.046595097
## 13844 Pik3ip1 0.754611970 0.579519300 0.486839300 -0.044234753
## 13845 Pik3r1 -0.618261340 -0.998984340 -0.630494100 -0.377652170
## 13846 Pik3r2 -0.062284946 0.017770767 0.061226845 0.013804436
## 13847 Pik3r3 0.465134620 0.470771800 0.136197090 -0.067809105
## 13848 Pik3r4 -0.024989605 0.278136730 0.272608760 0.112878800
## 13849 Pik3r5 0.141707420 -0.113861560 -0.091723920 -0.113101960
## 13850 Pik3r6 0.217461590 0.112743380 0.115818980 0.590041160
## 13851 Pikfyve 0.032916070 -0.162353520 0.379870400 -0.160959240
## 13852 Pilra 0.000000000 0.073522090 -0.155063150 0.023133278
## 13853 Pilrb1 0.108280180 0.277044300 -0.147193910 -0.091554640
## 13854 Pilrb2 -0.066594124 -0.090558050 0.021445751 -0.023533344
## 13855 Pim1 -0.156720160 -0.160419940 -0.173358440 -0.168367390
## 13856 Pim2 -0.167312150 -0.058695793 0.282135960 -0.088121890
## 13857 Pim3 0.155160900 0.098701000 0.265381800 0.056141376
## 13858 Pin1 0.002668381 -0.163213250 0.000000000 0.229640000
## 13859 Pin1rt1 -0.038883210 -0.059432507 -0.072699070 0.170774460
## 13860 Pin4 -0.003129959 0.079876900 0.124718188 -0.246531965
## 13861 Pink1 0.231460570 0.324607370 0.262751100 0.167791370
## 13862 Pinlyp -0.005461216 0.004690647 -0.051675320 -0.015467167
## 13863 Pinx1 0.294354440 0.405203820 0.469125750 -0.253756520
## 13864 Pip 0.072977066 0.031983376 0.160308360 -0.007095814
## 13865 Pip4k2a -0.430854800 -0.492773060 -0.158632280 -0.102306366
## 13866 Pip4k2b 0.000000000 0.929033760 0.067138195 -0.283963200
## 13867 Pip4k2c 0.047103880 0.335744380 0.754227640 -0.356891630
## 13868 Pip5k1a -0.056155205 -0.128212450 -0.293442250 -0.210874080
## 13869 Pip5k1b 0.560713300 0.443961620 0.520438700 -0.288653850
## 13870 Pip5k1c -0.012831688 0.117971420 0.210517880 0.353595260
## 13871 Pip5kl1 -0.036547660 -0.051115990 0.045117380 0.171342370
## 13872 Pipox -0.094859120 -0.121651650 0.016056060 -0.110995770
## 13873 Pir 1.883099100 2.262061600 2.151323800 -0.216207500
## 13874 Pira1 -0.109504700 -0.132365700 0.041701317 0.082798004
## 13875 Pira11 -0.151724340 -0.191453460 0.005684376 0.167825220
## 13876 Pirb 0.000000000 0.080160620 -0.011735916 -0.375540730
## 13877 Pirt -0.236957070 0.062304497 0.086647030 -0.077452660
## 13878 Pisd 0.047950268 0.000143000 0.103411674 0.000000000
## 13879 Pisd-ps1 -0.026724815 0.415681840 0.352145200 -0.307462700
## 13880 Pisd-ps2 0.093751430 0.316999440 0.193807600 -0.276167870
## 13881 Pithd1 -0.049719810 0.128997330 0.025581837 -0.076645850
## 13882 Pitpna 0.238677980 0.085363390 0.458946230 -0.240489000
## 13883 Pitpnb 0.182879450 0.184942250 0.400558470 0.060977936
## 13884 Pitpnc1 -0.338204380 -0.338371280 -0.235884670 0.534248350
## 13885 Pitpnm1 0.023861885 -0.185895440 -0.109642030 -0.004767895
## 13886 Pitpnm2 -0.408360960 -0.027930737 -0.131287100 0.238625050
## 13887 Pitpnm3 -0.076101780 -0.202092170 -0.146360870 0.000000000
## 13888 Pitrm1 -0.099997520 -0.201327320 -0.244365690 0.000000000
## 13889 Pitx1 0.001382351 0.018946648 0.256525040 -0.076955795
## 13890 Pitx2 0.017830372 -0.004849911 0.036280155 0.030483723
## 13891 Pitx3 -0.078277110 -0.066136360 0.080351830 0.108137130
## 13892 Piwil1 0.010453701 -0.005577564 0.018228054 0.075492380
## 13893 Piwil2 0.006940842 0.031117440 -0.102231026 0.034318447
## 13894 Piwil4 -0.081177710 -0.002937317 0.154405600 0.046033860
## 13895 Pja1 0.139819150 0.211581230 1.042986900 -0.356172560
## 13896 Pja2 0.368971820 0.209544180 0.300641060 0.409991260
## 13897 Pkd1 -0.075002670 0.071733000 0.193752290 0.071170330
## 13898 Pkd1l2 -0.033658980 -0.082960130 0.077313900 -0.090644360
## 13899 Pkd1l3 -0.082255840 -0.130754000 -0.025812626 0.051451683
## 13900 Pkd2 -0.005129814 0.164349560 -0.033982277 0.848612800
## 13901 Pkd2l1 -0.014497757 0.054409504 0.102659225 0.084623340
## 13902 Pkd2l2 -0.186608315 -0.259919645 -0.160433056 -0.097194195
## 13903 Pkdcc 0.197056300 -0.011820793 0.043102740 -0.131178380
## 13904 Pkdrej -0.073218820 0.009213924 0.020569801 -0.085889820
## 13905 Pkhd1 -0.137013910 -0.061380386 0.142455580 -0.104347230
## 13906 Pkhd1l1 -0.217112540 -0.241732600 -0.327274800 0.518002030
## 13907 Pkia 0.051115036 -0.076381210 -0.129502300 0.300439360
## 13908 Pkib -0.079390526 -0.155227660 -0.072409150 0.003443241
## 13909 Pkig 0.634319800 0.795807360 0.328527450 -0.051929950
## 13910 Pklr 0.000000000 -0.093189720 0.113157270 -0.132143970
## 13911 Pkm 0.264992700 0.372285840 0.572999000 -0.308874130
## 13912 Pkmyt1 0.027845383 0.258550640 0.252030370 0.185311320
## 13913 Pkn1 -0.344165330 -0.028137207 0.094942090 0.053735733
## 13914 Pkn2 0.000000000 -0.166799550 0.144268040 0.349343300
## 13915 Pkn3 0.133808140 0.010548115 0.616282000 0.299949170
## 13916 Pknox1 0.040183544 -0.279893400 -0.215977190 -0.114474770
## 13917 Pknox2 0.263978480 0.234108920 0.186578750 0.031975270
## 13918 Pkp1 0.148229120 0.045093060 0.199396610 -0.101741314
## 13919 Pkp2 0.040838240 0.000000000 0.178642750 0.205768110
## 13920 Pkp3 -0.055081844 -0.119407654 -0.035520554 -0.004854202
## 13921 Pkp4 0.978318200 1.134072300 1.168509500 1.336510700
## 13922 Pla1a -0.247150420 -0.082736970 0.012626648 -0.022174358
## 13923 Pla2g10 0.004924774 0.001358509 0.004924774 -0.092934130
## 13924 Pla2g12a 0.143878940 -0.268012050 0.665346150 -0.203974720
## 13925 Pla2g12b 0.038413525 0.024665833 -0.036983967 -0.152585500
## 13926 Pla2g15 -0.228727340 -0.077751640 0.221336840 0.061905384
## 13927 Pla2g16 0.077126500 0.336167340 -0.063512800 0.209324840
## 13928 Pla2g1b 0.114194870 0.000000000 -0.060928820 -0.116374490
## 13929 Pla2g2a 0.101028920 -0.032925606 -0.009908676 -0.003400803
## 13930 Pla2g2c -0.113363740 0.022348404 -0.100297450 0.090676310
## 13931 Pla2g2d -0.004674435 0.240669250 -0.217737670 0.012900353
## 13932 Pla2g2e 0.021354198 -0.125001900 0.199265960 0.207197670
## 13933 Pla2g2f 0.081692220 -0.022238731 -0.021247864 -0.014780998
## 13934 Pla2g3 0.049880980 -0.001514912 0.194786550 0.016564370
## 13935 Pla2g4a 2.176855000 2.216776000 2.209596600 -0.926149850
## 13936 Pla2g4b 0.042918682 0.310043800 0.232639790 0.035650730
## 13937 Pla2g4c -0.067496780 -0.050005436 0.051748753 0.007423401
## 13938 Pla2g4d -0.015150547 0.000000000 0.132674700 0.000000000
## 13939 Pla2g4e -0.001014233 0.056792736 0.113625530 0.077911380
## 13940 Pla2g4f -0.034529686 -0.035769463 -0.051803590 0.000000000
## 13941 Pla2g5 -0.035417557 -0.065704346 0.018514633 0.180330750
## 13942 Pla2g6 0.154546260 0.254477980 0.065597534 0.000000000
## 13943 Pla2g7 -0.334717270 -0.121684550 -0.308602800 -0.085753440
## 13944 Pla2r1 0.073226930 -0.090265274 -0.155961040 0.015067101
## 13945 Plaa -0.045339584 0.199087140 0.175702100 0.000000000
## 13946 Plac1 -0.009569168 0.046351910 0.000000000 0.344377040
## 13947 Plac1l 0.001198292 -0.058779240 0.073404790 -0.024503231
## 13948 Plac8 -3.163007300 -3.162257700 -2.549196200 -2.214900500
## 13949 Plac8l1 0.005988121 -0.114604000 0.128640650 0.070940495
## 13950 Plac9a -1.176487633 -1.009058633 -0.399016063 0.493572547
## 13951 Plag1 0.298003670 0.798676970 0.000000000 0.490091800
## 13952 Plagl1 0.051896572 -0.146647930 -0.196039680 0.168830870
## 13953 Plagl2 -0.090394500 -0.214367390 0.000000000 -0.040409088
## 13954 Plat 2.802862200 2.069258700 1.506098700 0.432748800
## 13955 Plau -1.293989200 -1.008291700 -0.987698100 -0.333464150
## 13956 Plaur 1.401071100 -0.232341770 -0.305691720 -0.330687520
## 13957 Plb1 -0.010628223 0.068896771 0.129440853 -0.047034808
## 13958 Plbd1 -0.526773450 -0.089533330 -0.295478340 -0.307038780
## 13959 Plbd2 0.046145440 0.618336700 0.034965515 0.134440420
## 13960 Plcb1 0.604625700 0.602960600 0.388231280 0.617378230
## 13961 Plcb2 -0.070461270 -0.444114200 -0.358071330 -0.379089830
## 13962 Plcb3 0.336476330 0.420418740 0.196887970 0.010663986
## 13963 Plcb4 0.377642630 0.095076560 0.122193340 1.017015500
## 13964 Plcd1 -0.320966240 -0.007692814 -0.294630050 0.206295970
## 13965 Plcd3 -0.107396126 0.009663582 0.159421440 0.022504330
## 13966 Plcd4 -0.008943558 0.101606846 -0.113194466 -0.177714350
## 13967 Plce1 -0.106132984 -0.009830952 -0.216263770 0.724555500
## 13968 Plcg1 0.471534730 0.410601620 0.312582020 0.385370250
## 13969 Plcg2 -0.388926030 -0.224486350 -0.014122009 -0.974024800
## 13970 Plch1 0.025280952 -0.013553143 0.085608480 -0.115329740
## 13971 Plch2 0.004015446 0.000000000 0.038314820 0.150569920
## 13972 Plcl1 -0.318756580 -0.314603800 -0.460381500 -0.118679050
## 13973 Plcl2 -0.510717400 -0.470675950 -0.294036400 -0.491976740
## 13974 Plcxd1 -0.066967964 0.063437940 -0.026298523 -0.063184740
## 13975 Plcxd2 -0.034414290 0.101740840 0.295388220 0.061717510
## 13976 Plcxd3 -0.001472473 0.323156360 0.005847454 0.056440353
## 13977 Plcz1 -0.004831791 -0.009619713 -0.007031441 -0.029959679
## 13978 Pld1 -0.310593600 -0.782133100 -0.223901750 0.281642900
## 13979 Pld2 0.061244013 0.068940880 -0.073327780 0.136138200
## 13980 Pld3 -0.082682130 -0.019541740 0.064410210 -0.361678600
## 13981 Pld4 -0.309535030 -0.094464300 -0.039450170 -0.222062590
## 13982 Pld5 0.006633759 0.000000000 0.062686920 -0.002910137
## 13983 Pld6 -0.060559750 -0.085794450 -0.117471695 0.000000000
## 13984 Pldi -0.004682064 -0.122594360 0.403286930 0.084532260
## 13985 Plec 0.119741440 0.064306260 0.247014050 -0.214281560
## 13986 Plek -0.365693570 -0.472301000 -0.586708070 0.131159780
## 13987 Plek2 -0.032136440 -0.053197860 -0.131823060 0.179359440
## 13988 Plekha1 0.169460300 0.103945730 0.000000000 0.152268410
## 13989 Plekha2 -0.280882360 -0.500023370 -0.488305100 0.109371185
## 13990 Plekha3 0.437582970 0.127376560 0.330393800 0.014913559
## 13991 Plekha4 0.066044810 -0.020500183 -0.092278480 -0.216315750
## 13992 Plekha5 0.829808700 0.506852150 0.278610230 -0.065389630
## 13993 Plekha6 -0.006466866 0.084388730 0.012294292 0.174028870
## 13994 Plekha7 0.192692760 0.056014538 0.134008880 0.147102830
## 13995 Plekha8 -0.204760070 0.134233000 -0.086922170 -0.468294620
## 13996 Plekhb1 -0.151028160 -0.140969280 -0.070817470 -0.157138350
## 13997 Plekhb2 0.276058200 -0.189594750 -0.174165730 -0.173164840
## 13998 Plekhd1 -0.084743500 -0.005117416 0.002538204 0.062242985
## 13999 Plekhf1 -0.103276730 -0.196403500 -0.285294060 0.080531600
## 14000 Plekhf2 0.000000000 -0.136748310 -0.298874860 -0.212935450
## 14001 Plekhg1 0.471763600 0.365189550 0.153883930 0.354636200
## 14002 Plekhg2 -0.039101124 -0.383610730 0.152282240 0.388620850
## 14003 Plekhg3 -0.492591380 -0.439057830 -0.429115770 0.000000000
## 14004 Plekhg4 0.000000000 -0.030112743 0.042535305 0.062622550
## 14005 Plekhg5 0.648751740 0.838926800 0.396289350 0.502761360
## 14006 Plekhg6 -0.003401279 -0.089240074 0.059834480 0.021277428
## 14007 Plekhh1 0.196024420 0.155159000 0.000000000 0.042324066
## 14008 Plekhh2 3.273255300 3.334047300 3.032784500 2.390172000
## 14009 Plekhh3 0.062844750 0.086623190 0.149776940 0.120025635
## 14010 Plekhj1 -0.052412033 0.055004597 0.123291016 -0.103775980
## 14011 Plekhm1 0.557268140 0.285815240 0.416701320 0.244277950
## 14012 Plekhm2 0.122433660 0.012476444 0.023934841 0.012476444
## 14013 Plekhm3 0.018723488 0.042450428 -0.213717940 -0.121417046
## 14014 Plekho1 -1.729840300 -1.352121400 -1.641220600 0.316610340
## 14015 Plekho2 -1.839392700 -2.261737800 -1.832549600 0.000000000
## 14016 Plekhs1 0.000000000 -0.005311966 -0.127734660 0.104699135
## 14017 Plg -0.078718185 -0.086109640 0.026140213 -0.008100033
## 14018 Plgrkt -0.246152880 -0.310987470 -0.585156440 0.843313200
## 14019 Plin1 0.066456320 -0.026119709 0.016006470 0.059504986
## 14020 Plin2 -0.335022930 -0.050177574 0.022127151 0.314709660
## 14021 Plin3 0.018620014 0.051500320 0.290854930 -0.136284830
## 14022 Plin4 0.086175440 -0.175157550 0.032315254 0.243801120
## 14023 Plin5 -0.138599870 0.118981360 -0.058940887 -0.087244990
## 14024 Plk1 -0.593871100 -0.562032200 -0.326118950 0.011088848
## 14025 Plk1s1 0.511770250 0.561304100 0.921895000 0.123011590
## 14026 Plk2 0.493770600 0.000000000 -0.023798943 0.543115600
## 14027 Plk3 0.625208850 -0.224728110 -0.469195840 0.000000000
## 14028 Plk4 -0.014854908 -0.279661660 0.413676260 -0.139659880
## 14029 Plk5 0.000659000 -0.046113968 0.217268470 -0.035926342
## 14030 Pllp 2.850240700 2.887369200 2.933531800 0.032171726
## 14031 Pln -0.025460243 0.115714070 -0.279282570 1.674490000
## 14032 Plod1 -0.018229485 0.225611690 -0.275655750 0.847039200
## 14033 Plod2 0.409719470 0.178213120 0.181322100 0.220241550
## 14034 Plod3 -0.093231680 -0.162705420 0.601191500 0.085449220
## 14035 Plp1 0.192414760 0.274763100 -0.059023857 0.101110935
## 14036 Plp2 -0.518873523 -0.116278015 -0.177364666 0.692848850
## 14037 Plrg1 -0.117335320 0.073303220 -0.059687614 0.000000000
## 14038 Pls1 -0.152752880 -0.003411770 0.023861885 -0.204784870
## 14039 Pls3 0.568011300 0.608969700 0.574035640 0.455441470
## 14040 Plscr1 -0.038366795 0.033698082 0.633108620 0.757249825
## 14041 Plscr2 0.000000000 0.458904740 0.408394340 1.497358300
## 14042 Plscr3 -0.208645340 -0.056450367 0.011008263 0.374603750
## 14043 Plscr4 0.329690930 0.361407280 0.024185180 0.736556050
## 14044 Pltp 2.061913500 2.230925600 2.100049000 -0.291623120
## 14045 Plvap -0.030651570 -0.253752700 -0.405460360 -0.302323340
## 14046 Plxdc1 -0.197219370 -0.577149400 -0.361144070 0.197916510
## 14047 Plxdc2 -0.601446150 -0.401047700 -0.187503340 -0.676251900
## 14048 Plxna1 0.018433570 0.031108856 -0.062047005 0.073843000
## 14049 Plxna2 0.624179840 0.980918900 1.106470100 1.360103600
## 14050 Plxna3 0.026181221 0.129794600 0.000000000 -0.034637450
## 14051 Plxna4 -0.648429400 -0.668683050 -0.336706160 0.769802100
## 14052 Plxnb1 -0.013956785 0.158547878 0.115417243 -0.022347928
## 14053 Plxnb2 -0.704443000 -0.463137630 0.090119360 -0.967655200
## 14054 Plxnb3 -0.015951157 0.047399998 0.192543500 0.010213852
## 14055 Plxnc1 -0.080372330 -0.330316070 -0.197693350 -0.287440780
## 14056 Plxnd1 -0.525074000 -0.133368490 -0.432939530 1.105897900
## 14057 Pm20d1 -0.011747837 0.192553040 0.000000000 -0.100631240
## 14058 Pmaip1 0.853779800 0.163113600 0.085917950 -0.363430020
## 14059 Pmch -0.261378300 -0.259259700 -0.260751720 -0.076789380
## 14060 Pmel 0.131148340 -0.093229770 -0.115122795 0.161684990
## 14061 Pmepa1 1.025855100 0.890273100 0.714733100 -0.127019400
## 14062 Pmf1 -0.246388440 0.018640041 0.097758290 -0.194008830
## 14063 Pmfbp1 0.005858421 0.018771648 -0.073627950 0.061916830
## 14064 Pml 0.020679950 -0.034877777 -0.469945900 0.097590920
## 14065 Pmm1 -0.098749160 0.000000000 0.149930950 -0.093591690
## 14066 Pmm2 -0.017115593 -0.120134350 -0.482541560 -0.576220040
## 14067 Pmp2 -0.029397488 -0.089017390 -0.099995610 -0.049800873
## 14068 Pmp22 0.466447830 -0.074213030 0.144929890 -0.256040570
## 14069 Pmpca -0.077188490 0.026550293 -0.208789830 -0.049814224
## 14070 Pmpcb 0.051357270 0.000000000 0.211110120 -0.280394550
## 14071 Pms1 0.400817400 0.009127140 0.078122140 0.022957802
## 14072 Pms2 0.307645800 0.295774460 0.284073830 0.000000000
## 14073 Pmvk 0.200672150 0.431238650 0.323520660 0.016567230
## 14074 Pnck 0.000000000 -0.021003723 0.020136356 -0.065519330
## 14075 Pnet-ps 0.250778200 -0.696320530 0.477917670 -0.591904640
## 14076 Pnkd -0.010032416 0.740484010 0.117766142 0.262243275
## 14077 Pnkp 0.084413050 0.121609690 0.150608540 0.139549260
## 14078 Pnldc1 -0.041414260 -0.059065820 -0.072102550 0.020036697
## 14079 Pnlip 0.017454624 -0.126563550 0.163034920 0.097025870
## 14080 Pnliprp1 -0.027158260 -0.024289608 -0.046251774 -0.023192883
## 14081 Pnliprp2 -0.043096066 0.006460190 0.025572300 -0.248141290
## 14082 Pnma1 0.172380920 0.155945300 -0.020843983 -0.493917940
## 14083 Pnma2 0.017429829 0.020928383 0.063963410 0.019732475
## 14084 Pnma3 -0.081817630 -0.093980310 -0.050943375 0.189790250
## 14085 Pnma5 -0.042286396 0.000000000 0.161540510 0.154976370
## 14086 Pnmal1 0.000000000 -0.081793310 0.026600360 0.000000000
## 14087 Pnmal2 -0.116293910 0.000000000 -0.194013600 -0.046951294
## 14088 Pnmt 0.210572240 -0.056960583 0.043107033 -0.016689777
## 14089 Pnn -0.078914640 -0.069898605 0.007843018 0.291280750
## 14090 Pno1 -0.027343273 0.068154810 -0.001121285 -0.139459130
## 14091 Pnoc -0.167072300 0.003156662 0.175783160 0.046659470
## 14092 Pnp 0.000000000 -0.295864100 -0.033769608 -0.758926400
## 14093 Pnp2 -0.111893654 -0.426694870 -0.072446820 -0.343484880
## 14094 Pnpla1 -0.021868706 -0.046477318 0.104342460 -0.012148857
## 14095 Pnpla2 0.209459300 0.320633900 0.412541400 0.099451065
## 14096 Pnpla3 -0.000238000 -0.236513610 -0.110895630 -0.009504795
## 14097 Pnpla5 0.093311790 0.000000000 0.027467728 -0.051598072
## 14098 Pnpla6 1.137143100 1.330489200 0.424449920 0.133372300
## 14099 Pnpla7 -0.183344360 -0.136869900 -0.232758050 -0.251379000
## 14100 Pnpla8 0.627852440 0.415827750 0.138092040 0.253753660
## 14101 Pnpo 0.000000000 -0.046597480 -0.198734280 -0.257473000
## 14102 Pnpt1 0.146537780 -0.007528305 0.101490974 0.013763428
## 14103 Pnrc1 0.074649810 -0.077451706 -0.222958560 0.264403340
## 14104 Pnrc2 0.000000000 -0.152061460 -0.128942490 -0.101684570
## 14105 Poc1a -0.148023600 -0.172587400 -0.051055430 0.006456852
## 14106 Poc1b -0.279268740 0.228803630 0.764705660 -0.026206017
## 14107 Poc5 0.095064640 0.046554565 -0.117569450 0.268698220
## 14108 Podn -0.121711730 -0.140048980 0.010017395 -0.017957210
## 14109 Podnl1 -0.087676525 0.042295933 0.023873330 -0.005322456
## 14110 Podxl 0.000000000 0.301898960 0.690818800 0.203989030
## 14111 Podxl2 -0.046327115 0.063405513 0.113561155 -0.053311347
## 14112 Pof1b -0.034194470 0.001957417 0.005426884 0.001941204
## 14113 Pofut1 -0.098132610 0.348904130 0.319854260 0.000000000
## 14114 Pofut2 0.146887300 0.060525894 0.180900100 -0.127918720
## 14115 Pogk 0.164660450 0.471852300 0.240462780 0.247407440
## 14116 Poglut1 0.242638590 0.614275930 -0.024464607 0.427889820
## 14117 Pogz 0.259683600 0.435385700 0.330319400 0.086178780
## 14118 Pola1 -0.067788600 -0.295813560 -0.618816850 0.112597466
## 14119 Pola2 -0.751166340 -0.875144000 -0.982193470 0.331986430
## 14120 Polb 0.405704500 0.179902080 -0.405098920 -0.280343060
## 14121 Pold1 0.009050369 0.000552000 -0.025357723 0.008187294
## 14122 Pold2 -0.148689270 0.016476631 0.011550903 -0.107283115
## 14123 Pold3 -0.298678400 -0.126027100 0.000000000 -0.270946500
## 14124 Pold4 -0.053664207 0.051712990 -0.058029650 -0.001511097
## 14125 Poldip2 0.210786820 0.083931920 -0.637352000 -0.365924360
## 14126 Poldip3 -0.035703660 -0.471275330 -0.058169365 -0.082292560
## 14127 Pole -0.075131420 -0.168434140 0.000000000 -0.028839588
## 14128 Pole2 -0.372169020 -0.147732260 -0.681556700 -0.247524740
## 14129 Pole3 -0.078944206 0.667666440 1.211571700 -0.104289055
## 14130 Pole4 0.401089670 0.188315390 0.177301400 -0.364548680
## 14131 Polg -0.158163550 0.012927532 0.164087300 0.099525930
## 14132 Polg2 -0.133352280 -0.254975800 -0.380896570 0.126328950
## 14133 Polh -0.187549590 0.185309890 -0.173074250 -0.540674200
## 14134 Poli -0.517259100 -0.238207820 0.660882950 0.000000000
## 14135 Polk 2.919732000 2.715902300 2.419472700 0.671769140
## 14136 Poll -0.134034160 -0.040322304 0.000354000 -0.257068630
## 14137 Polm -0.021145820 -0.110571860 -0.034357548 0.080049515
## 14138 Polq 0.042692184 -0.096763134 0.005469322 -0.242657180
## 14139 Polr1a -0.112225530 0.101797104 0.199415200 -0.053285122
## 14140 Polr1b -0.134044650 -0.232169150 -0.116889950 0.251000400
## 14141 Polr1c -0.009151459 -0.056412697 -0.062045097 0.086014750
## 14142 Polr1d -0.019020080 0.035382745 0.182615515 0.114905600
## 14143 Polr1e -0.089890480 -0.455305100 -0.263108250 -0.078890800
## 14144 Polr2a 0.113734245 -0.004818916 0.000000000 -0.473933220
## 14145 Polr2b -0.115262985 0.069571495 0.056592940 -0.022335052
## 14146 Polr2c 0.065797569 0.016383648 0.130171061 0.252401110
## 14147 Polr2d 0.125660420 0.401442530 0.226059910 -0.407739160
## 14148 Polr2e 0.155558590 0.419681070 -0.173407080 0.388049600
## 14149 Polr2f 0.274855600 0.220699310 -0.094960210 -0.317268370
## 14150 Polr2g -0.002795219 -0.021658897 0.293321600 -0.675436000
## 14151 Polr2h -0.432312970 -0.348073005 -0.039073706 -0.260638470
## 14152 Polr2i 0.105181220 0.277559760 1.114326000 -0.772009400
## 14153 Polr2j -0.311803820 0.351029400 -0.456131940 0.139567380
## 14154 Polr2k 0.002971410 -0.043595790 0.156126975 -0.263025760
## 14155 Polr2l -0.321481705 0.017856598 0.000000000 -0.568760870
## 14156 Polr2m 0.301617620 0.498931880 0.337884900 0.168081280
## 14157 Polr3a -0.280044560 -0.223870750 0.175108910 -0.011642456
## 14158 Polr3b 0.211632730 0.073770520 -0.020384789 0.538045900
## 14159 Polr3c -0.410588260 0.147299770 0.060341835 0.270442000
## 14160 Polr3d -0.073456764 -0.060286045 0.128080840 -0.106497290
## 14161 Polr3e 0.256757750 -0.107110260 -0.163622620 0.237976550
## 14162 Polr3f 0.000000000 0.068824770 0.240567680 -0.122041225
## 14163 Polr3g 0.183480740 0.070903780 -0.054840565 0.235414030
## 14164 Polr3gl 0.000000000 0.407586100 0.323753360 0.435218800
## 14165 Polr3h -0.087835790 0.026179314 0.029736519 -0.036777496
## 14166 Polr3k -0.274765000 -0.280324940 0.027508736 -0.206199650
## 14167 Polrmt -0.130427360 -0.162714960 0.036637306 0.095013140
## 14168 Pom121 -0.161395550 0.057250977 0.215487960 0.356892100
## 14169 Pom121l2 0.126647950 0.018927574 0.034546375 -0.021996021
## 14170 Pomc 0.225279330 0.453729630 0.389801030 0.216386800
## 14171 Pomgnt1 0.074043750 -0.165464880 0.108666420 0.000000000
## 14172 Pomp 0.517225270 0.505223300 0.584569000 -0.342125900
## 14173 Pomt1 -0.506932740 -0.075613500 -0.522872900 -0.321233750
## 14174 Pomt2 -0.048724174 0.175979140 0.140957830 -0.076896670
## 14175 Pon1 -0.035099506 0.050155163 -0.009156227 0.083157540
## 14176 Pon2 1.205508200 0.632123950 0.206415180 0.000000000
## 14177 Pon3 -0.474528800 -0.951975350 0.150132660 -0.185971740
## 14178 Pop1 0.077947620 -0.116015434 0.007415295 0.423281670
## 14179 Pop4 0.191264150 -0.051942825 0.767947700 -0.397465700
## 14180 Pop5 0.297362800 0.655467500 0.295076850 0.181931500
## 14181 Pop7 -0.016049385 0.253350730 0.444822800 0.000992000
## 14182 Popdc2 -0.042808533 -0.081136230 0.132858280 0.121157646
## 14183 Popdc3 -0.082474230 -0.084544660 0.000000000 0.039032936
## 14184 Por 0.356795300 0.218369480 0.186604020 -0.537306800
## 14185 Porcn 0.210787770 0.462870600 -0.177649020 -0.117606640
## 14186 Postn -0.330593100 -0.317907800 -0.338803770 1.921629000
## 14187 Pot1a 0.897147200 0.847420700 0.968477250 0.502865800
## 14188 Pot1b 0.031934740 -0.446142670 0.116688730 -0.321292400
## 14189 Poteg -0.044396400 0.024592876 0.064487934 0.046077250
## 14190 Pou1f1 0.328971400 0.041840553 0.105970860 -0.024196625
## 14191 Pou2af1 0.239620210 0.204075340 0.201756480 0.045491695
## 14192 Pou2f1 0.292850970 0.233623030 -0.134365560 0.082124710
## 14193 Pou2f2 -0.075386524 -0.067900180 0.046477318 -0.101697445
## 14194 Pou2f3 0.139538760 0.077724460 0.088877200 0.036108017
## 14195 Pou3f1 0.000000000 0.084376810 0.107861040 -0.015215397
## 14196 Pou3f2 0.056110860 -0.055974483 0.000000000 0.121613026
## 14197 Pou3f3 0.000000000 0.196244720 0.472120760 -0.201547620
## 14198 Pou3f4 0.067177296 0.000000000 -0.008863926 -0.028048515
## 14199 Pou4f1 -0.022263050 0.002114773 0.221465590 0.117139820
## 14200 Pou4f2 0.000000000 0.163817880 0.235135560 -0.148875710
## 14201 Pou4f3 -0.055914880 0.099338055 0.343401900 0.000000000
## 14202 Pou5f1 0.010036945 0.000000000 0.229931830 -0.068958280
## 14203 Pou5f2 0.171052460 0.139164450 0.111934660 -0.054037570
## 14204 Pou6f1 -0.182816500 0.119101524 -0.053705215 0.033276080
## 14205 Pou6f2 -0.011075020 -0.031815530 0.087896824 -0.005340576
## 14206 Pp2d1 -0.136013030 -0.050438880 0.063350200 0.055401325
## 14207 Ppa1 0.028779984 -0.137258050 0.000000000 0.161479950
## 14208 Ppa2 0.262847420 -0.492980960 0.179297920 -0.258300300
## 14209 Ppan -0.009005070 0.121885780 -0.106650830 0.006999493
## 14210 Ppap2a -0.536077500 -1.008011800 -0.672672300 0.194275860
## 14211 Ppap2b -1.547475300 -1.486297600 -1.571252800 0.898033140
## 14212 Ppap2c -0.013291836 -0.333390700 0.044495106 0.000000000
## 14213 Ppapdc1a -0.021672726 0.255151270 0.199902530 -0.338185300
## 14214 Ppapdc1b 0.176658630 0.052306175 0.207149500 -0.019592285
## 14215 Ppapdc2 0.997484700 0.398186200 1.232894400 0.153627870
## 14216 Ppapdc3 -0.046881200 0.059298992 -0.139896870 -0.108115670
## 14217 Ppara -0.051947117 0.002116680 -0.014063835 -0.140025620
## 14218 Ppard 0.889830100 0.967999000 0.801339600 -0.050485134
## 14219 Pparg -1.403820500 -1.093039500 -1.304274100 2.400720600
## 14220 Ppargc1a 0.367961170 0.264173033 0.121053220 0.274589302
## 14221 Ppargc1b -0.260625840 0.009384155 0.058890343 -0.293891900
## 14222 Ppat -0.560900700 -0.468684200 0.022482872 0.049368860
## 14223 Ppbp -0.557999600 -0.733854800 -1.086207400 1.669981000
## 14224 Ppcdc 0.325139050 -0.123762610 -0.078379154 -0.423773770
## 14225 Ppcs -0.223041530 0.042124750 0.102419850 0.080530640
## 14226 Ppdpf 0.182054760 0.103523970 0.174068690 -0.261379720
## 14227 Ppef1 0.021990776 0.059704780 0.040133476 -0.046758650
## 14228 Ppef2 -0.011462212 0.131633280 -0.066107750 -0.077093600
## 14229 Ppfia1 0.155995370 0.312113760 0.357810970 0.332746500
## 14230 Ppfia2 -0.051761627 0.000000000 -0.140415670 -0.072996620
## 14231 Ppfia3 -0.124194145 -0.136978150 0.299906730 -0.097003940
## 14232 Ppfia4 -0.184116360 0.162025930 0.000000000 -0.048591137
## 14233 Ppfibp1 0.972255700 0.996785160 1.074365600 0.436926840
## 14234 Ppfibp2 -0.038555622 -0.214372160 -0.099870205 -0.140551090
## 14235 Pphln1 0.156248100 0.254773140 0.350402830 -0.309930800
## 14236 Ppia 0.027945837 -0.063436031 0.110211849 -0.050260544
## 14237 Ppib -0.361631400 -0.058987617 0.000000000 -0.080692290
## 14238 Ppic -0.452755930 -0.543245300 -0.244480130 0.334146500
## 14239 Ppid 0.205267900 -0.111131670 0.088145256 -0.148866650
## 14240 Ppie 0.355499740 0.233427050 0.523768900 0.234895230
## 14241 Ppif 0.037783146 -0.133085730 -0.233870500 0.022220612
## 14242 Ppifos -0.198064800 -0.024559975 -0.042737960 -0.213196750
## 14243 Ppig 0.338564870 0.181252480 0.155556680 0.119549750
## 14244 Ppih -0.504154333 -0.032543183 -0.803287148 0.240473985
## 14245 Ppil1 -0.330448150 -0.144660950 -0.049065590 0.208332060
## 14246 Ppil2 -0.079061510 0.071186066 -0.028012276 -0.533615600
## 14247 Ppil3 -0.232127670 0.421075820 0.456519130 -0.276753900
## 14248 Ppil4 -0.084290504 0.062431335 0.000000000 0.242778780
## 14249 Ppil6 0.000000000 0.040076256 0.154915330 -0.094330310
## 14250 Ppip5k1 0.309653280 0.102282050 0.686655040 0.110830784
## 14251 Ppip5k2 -0.101141930 -0.295118800 -0.215802200 0.229353900
## 14252 Ppl 0.124549390 0.170930860 -0.041802406 -0.080749035
## 14253 Ppm1a -0.086117744 0.046773910 -0.038064957 -0.060153008
## 14254 Ppm1b -0.105826380 -0.106392860 -0.209981920 0.052786827
## 14255 Ppm1d -0.078618052 0.006897688 0.006680250 0.167556523
## 14256 Ppm1e -0.353767400 -0.129722600 -0.095501420 0.145511150
## 14257 Ppm1f 0.154525760 0.327067380 0.336503980 0.000000000
## 14258 Ppm1g -0.482610700 -0.272871970 0.124345780 -0.000166000
## 14259 Ppm1h 0.359176640 0.364856720 0.512992860 0.634318350
## 14260 Ppm1j -0.036659240 -0.114236830 -0.331036570 0.212470050
## 14261 Ppm1k -0.253811360 -0.099800110 -0.560781960 -0.073997500
## 14262 Ppm1l 0.497993000 0.285340300 0.365139960 -0.309402940
## 14263 Ppm1m 0.166169170 0.154266360 -0.089902880 0.097814560
## 14264 Ppm1n 0.000000000 -0.005181313 0.207786080 0.250107300
## 14265 Ppme1 0.521245000 0.525012970 0.412444100 -0.020479202
## 14266 Ppnr 0.142125600 -0.315123080 -0.862086800 0.418974400
## 14267 Ppox -0.087787150 0.283532620 -0.448869230 0.219113350
## 14268 Ppp1ca -0.528614040 -0.291778560 -0.333724980 -0.444845200
## 14269 Ppp1cb 0.138310430 0.204726220 0.142053600 -0.049040794
## 14270 Ppp1cc 0.270573620 -0.190230370 -0.252831935 -0.366329195
## 14271 Ppp1r10 0.064628600 -0.193115230 -0.131745340 -0.350131030
## 14272 Ppp1r11 -0.206546780 -0.503642100 0.036026000 0.000000000
## 14273 Ppp1r12a 0.019499779 -0.026153564 -0.251059530 0.218007090
## 14274 Ppp1r12b 0.016526835 0.169675484 -0.007687365 0.303759171
## 14275 Ppp1r12c -0.102807045 -0.079320430 -0.028453827 0.120421410
## 14276 Ppp1r13b 0.030937195 0.347405430 0.122724530 0.216751100
## 14277 Ppp1r13l 0.084692480 0.110026840 0.066761020 0.000000000
## 14278 Ppp1r14a 0.095501900 -0.298543450 -0.046088696 0.076152800
## 14279 Ppp1r14b -0.506639960 -0.577368735 0.093954562 -0.706683165
## 14280 Ppp1r14c -0.144926070 -0.062537190 0.063268660 0.000000000
## 14281 Ppp1r14d -0.051756382 -0.067249300 -0.056338310 0.153421880
## 14282 Ppp1r15a 0.289093020 -0.539217000 -0.414095880 0.232012750
## 14283 Ppp1r15b 0.126690863 -0.170617345 0.201086285 -0.079027175
## 14284 Ppp1r16a 0.000000000 0.314564700 0.088873860 -0.114939690
## 14285 Ppp1r16b 0.070864680 0.034360886 0.253845200 0.556857100
## Heart_B Heart_C
## 1 -0.587008500 -0.651764870
## 2 -0.066177370 0.097651960
## 3 -0.187626840 -0.691507340
## 4 -0.427622800 -0.437242030
## 5 -0.077515600 0.000000000
## 6 -0.187520980 0.011550903
## 7 -0.135352130 -0.304437640
## 8 -0.251797200 -0.268223760
## 9 0.000000000 -0.041187763
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## 1919 -0.164912700 0.072927950
## 1920 -0.214843750 -0.171629900
## 1921 -0.752006530 -0.154434200
## 1922 1.441322800 1.025855100
## 1923 0.022281647 -0.010579109
## 1924 -0.053696632 0.070813656
## 1925 0.319705000 0.275093080
## 1926 1.055195800 0.092235565
## 1927 0.362906460 -0.013656139
## 1928 -0.061223030 -0.215861320
## 1929 1.752496700 3.177147400
## 1930 0.051474094 0.124550340
## 1931 0.145871640 -0.305315970
## 1932 -0.497646330 -0.229101180
## 1933 0.000000000 -0.376003745
## 1934 -0.158211710 -0.261849400
## 1935 -0.014249802 0.029819012
## 1936 -0.086145400 0.000000000
## 1937 0.110908510 0.089368820
## 1938 -0.767572400 -0.206027030
## 1939 -0.152312280 0.057448387
## 1940 -0.435517300 -0.154761310
## 1941 0.596121300 1.294284300
## 1942 0.007368565 0.001756668
## 1943 0.000000000 -0.415869700
## 1944 0.234919070 0.422878270
## 1945 0.099073888 0.154602521
## 1946 0.397115700 0.103294850
## 1947 -0.066852570 -0.356545450
## 1948 0.021239758 -0.054834843
## 1949 -0.160205360 0.014643192
## 1950 0.420052530 0.256375300
## 1951 -0.351998330 0.154278760
## 1952 0.039243698 -0.342639920
## 1953 -0.748259540 0.423215400
## 1954 -0.096258160 -0.083501816
## 1955 0.326679230 0.374015800
## 1956 0.230628970 0.019927979
## 1957 0.102871895 -0.088238716
## 1958 0.756270400 0.436552050
## 1959 0.024813652 -0.204139710
## 1960 0.062737228 -0.029875280
## 1961 -0.518518900 -0.641205300
## 1962 0.059582710 -0.436952100
## 1963 -0.214702600 -0.656096940
## 1964 0.311842920 0.000000000
## 1965 0.157426360 0.350727560
## 1966 0.106428150 -0.053551197
## 1967 -0.108680250 0.095107080
## 1968 0.038825035 0.034623145
## 1969 -0.277309420 -0.230225560
## 1970 -0.020684719 0.252167705
## 1971 -0.024940014 0.071694374
## 1972 0.146554000 -0.883347030
## 1973 0.006553650 0.177512650
## 1974 0.202091220 -0.269501200
## 1975 -0.457486150 -0.072967530
## 1976 -0.230137830 -0.039319992
## 1977 0.217858790 0.088275430
## 1978 0.034216404 0.062955380
## 1979 0.444846150 -0.253770830
## 1980 0.270737650 0.188355920
## 1981 -0.092611310 0.596756000
## 1982 -0.145386700 -0.587759000
## 1983 -0.047376633 -0.254167560
## 1984 -0.145599840 0.267166140
## 1985 0.000000000 0.159383300
## 1986 -0.059126854 0.139311310
## 1987 0.073651314 -0.226873870
## 1988 0.276532170 1.090295300
## 1989 -0.263717650 -1.157650000
## 1990 -0.322240350 -0.378026000
## 1991 0.112181660 -0.150856970
## 1992 -0.403520580 -0.605307600
## 1993 0.280563350 0.362013820
## 1994 -0.346569060 -0.151535990
## 1995 -0.143043520 0.105754850
## 1996 -0.006140709 0.015574694
## 1997 0.041340350 -0.030829430
## 1998 -0.087921140 -0.092034340
## 1999 0.236671450 -0.007186890
## 2000 -0.066544056 0.090639590
## 2001 -0.168915750 -0.000664000
## 2002 -0.360973360 -0.461061480
## 2003 0.407442100 0.000000000
## 2004 0.156429290 0.087326050
## 2005 -0.018970013 -0.051391600
## 2006 0.000000000 -0.133370400
## 2007 0.503375530 1.388773000
## 2008 -0.063539030 -0.885026000
## 2009 -0.075801850 0.008788109
## 2010 -0.060079098 -0.104664800
## 2011 0.200506210 0.000000000
## 2012 0.330580230 0.256524100
## 2013 0.031833650 0.063962940
## 2014 0.012059689 -0.086829185
## 2015 -0.058952810 0.000000000
## 2016 0.545664800 0.605544100
## 2017 0.004040718 0.000000000
## 2018 0.097166060 0.071630955
## 2019 0.000000000 -0.078436850
## 2020 0.173533440 0.073065280
## 2021 0.037979126 -0.120958330
## 2022 -0.044668198 0.145928380
## 2023 -0.056313515 -0.102597240
## 2024 0.132016180 0.041029930
## 2025 -0.207269670 -0.380446430
## 2026 -0.152110578 -0.077284335
## 2027 0.001807213 -0.422915460
## 2028 -0.104407310 -0.412347477
## 2029 -0.375512120 -0.247455600
## 2030 -0.235258107 -0.354035377
## 2031 0.201412200 0.165292740
## 2032 -0.084414480 0.005430222
## 2033 -0.297471050 -0.420144080
## 2034 -0.183766208 -0.181246918
## 2035 0.180321700 0.231669430
## 2036 -0.258378500 -0.198168280
## 2037 -0.430270200 0.636899950
## 2038 -0.028943062 -0.216514590
## 2039 -0.014515400 0.004240036
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## 2041 0.014377594 0.057984352
## 2042 -0.155078415 -0.016577722
## 2043 0.002063274 -0.040585995
## 2044 0.020307540 -0.220134740
## 2045 0.298054377 -0.195605597
## 2046 -0.536206700 0.141724590
## 2047 0.013697147 0.027732850
## 2048 0.132308960 0.000000000
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## 2050 -0.468410500 -0.201949120
## 2051 -0.095126150 -0.004727840
## 2052 -0.001001358 -0.093991280
## 2053 -0.221268650 -0.472430230
## 2054 0.081084250 0.009300232
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## 2056 0.207248690 0.000000000
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## 2059 -0.157427310 -0.326159480
## 2060 -0.161347870 -0.060926437
## 2061 0.030369759 -0.031628610
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## 2064 0.000000000 0.017619610
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## 2066 -0.048127174 -0.205355640
## 2067 0.815162200 1.043548100
## 2068 0.462047580 0.394709600
## 2069 -0.073490620 0.000000000
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## 2071 0.975079060 0.000000000
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## 2095 0.093094826 -0.105116844
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## 14112 0.095095634 0.005261898
## 14113 0.154125210 -0.068456170
## 14114 0.065316680 0.036557674
## 14115 0.283483980 -0.004154682
## 14116 -0.787409300 -0.097521780
## 14117 -0.095071790 0.053774834
## 14118 0.081325054 0.131144520
## 14119 0.355686200 0.110158440
## 14120 0.008598328 -0.088993070
## 14121 0.000000000 -0.086700440
## 14122 0.211316110 0.153362750
## 14123 -0.405584340 0.191085820
## 14124 0.463070870 -0.292421820
## 14125 0.111657140 -0.179790020
## 14126 0.200365070 0.000000000
## 14127 -0.090223790 -0.245725630
## 14128 0.081664085 -0.141085620
## 14129 0.548771860 -0.422782900
## 14130 -0.266489980 -0.141022680
## 14131 0.046058655 0.144923690
## 14132 -0.550696400 -0.712488200
## 14133 -0.550290600 -0.589521900
## 14134 -0.343924520 -0.106311320
## 14135 0.027757645 0.245903020
## 14136 -0.153207780 0.068891525
## 14137 -0.143693450 -0.111476420
## 14138 -0.173681260 -0.205119130
## 14139 0.017916203 -0.263278480
## 14140 -0.019968510 -0.389481070
## 14141 0.336279870 0.236034400
## 14142 0.647146225 0.125291825
## 14143 -0.139232160 -0.202738290
## 14144 -0.399415020 -0.650071140
## 14145 0.058610916 0.074971200
## 14146 0.281873225 0.137370350
## 14147 -0.261655800 -0.282031540
## 14148 0.028624058 0.176305770
## 14149 0.375700000 0.315552700
## 14150 -0.965229030 -0.264346120
## 14151 -0.003705264 0.157554865
## 14152 -0.488904000 -0.322732930
## 14153 -0.099842070 0.102043150
## 14154 -0.758324375 -0.043772221
## 14155 0.020112991 -0.144010070
## 14156 0.035043716 0.270335200
## 14157 -0.180244450 -0.263367650
## 14158 -0.000299000 -0.267458920
## 14159 -0.638249400 -1.051774500
## 14160 0.287220000 0.168050290
## 14161 -0.330876345 0.153654825
## 14162 0.273870000 0.302555560
## 14163 -0.570696830 0.364238260
## 14164 0.212941170 0.347783100
## 14165 0.227572920 0.062146187
## 14166 -0.375573160 -0.204263690
## 14167 -0.023000240 0.061968327
## 14168 0.385734080 0.452346320
## 14169 -0.042514800 0.018927574
## 14170 0.486029150 -0.195309640
## 14171 -0.106030464 0.730149750
## 14172 -0.524868000 -0.440796850
## 14173 -0.505050200 -0.606793400
## 14174 -0.071103096 0.020828724
## 14175 0.036516190 0.044517040
## 14176 -0.445179940 -0.317644120
## 14177 -0.176694400 -0.691329500
## 14178 0.534868240 0.031869890
## 14179 -0.533485900 0.014044762
## 14180 0.380159380 0.000000000
## 14181 -0.037316322 -0.290593620
## 14182 0.231579780 0.063640120
## 14183 -0.020917892 0.113461970
## 14184 -0.485688700 0.046203136
## 14185 0.004729748 -0.017701626
## 14186 1.424390800 1.606970300
## 14187 -0.156123160 -0.171462060
## 14188 -0.197359090 -0.112245560
## 14189 -0.017995358 0.067242146
## 14190 0.024907112 0.046089172
## 14191 0.014246464 -0.115153310
## 14192 -0.116829395 -0.089344500
## 14193 -0.084116936 -0.005688191
## 14194 0.078239440 0.288706300
## 14195 -0.137773990 0.000000000
## 14196 0.214220520 -0.105535030
## 14197 -0.036659718 0.125046730
## 14198 -0.003496170 -0.062501910
## 14199 0.009515286 0.112487790
## 14200 0.012252808 -0.010689735
## 14201 -0.015279770 -0.068348885
## 14202 0.082548140 -0.106417180
## 14203 0.519606600 -0.029685497
## 14204 -0.079376700 0.155892850
## 14205 -0.025848389 -0.013606072
## 14206 0.058538914 -0.095361710
## 14207 -0.312174320 0.324903500
## 14208 -0.456981660 -1.229879900
## 14209 -0.102341650 -0.168274400
## 14210 0.330606460 0.610191350
## 14211 1.029484700 1.035924000
## 14212 0.061129093 0.000000000
## 14213 -0.063483715 -0.030080318
## 14214 0.238595010 -0.081401825
## 14215 0.362112520 -0.077558520
## 14216 0.021758080 -0.024668694
## 14217 -0.093685150 0.037784576
## 14218 0.240764140 0.411203380
## 14219 2.405473700 2.420781100
## 14220 -0.011814356 0.094897748
## 14221 -0.013093472 -0.052057743
## 14222 -0.024198532 0.107041360
## 14223 1.077304800 0.556288240
## 14224 -0.229316710 -0.320712570
## 14225 -0.003304005 -0.610724000
## 14226 0.071981668 -0.240531215
## 14227 -0.018693447 -0.049421310
## 14228 0.000000000 -0.015889168
## 14229 0.029624939 0.367241860
## 14230 -0.288033500 0.028649807
## 14231 -0.131648540 -0.014722347
## 14232 -0.062699320 -0.096940040
## 14233 0.756014800 0.543337800
## 14234 0.000000000 -0.024456501
## 14235 -0.361549380 -0.303561200
## 14236 -0.054085645 -0.033636570
## 14237 0.121174810 0.021757126
## 14238 0.251541140 0.000000000
## 14239 0.348681450 0.851768500
## 14240 -0.183365820 0.290216450
## 14241 0.364146230 -0.032716274
## 14242 0.275023460 0.003614426
## 14243 -0.135392190 0.068090440
## 14244 -0.726240638 -0.283476353
## 14245 -0.142168520 -0.238205910
## 14246 -0.679674600 -0.372961040
## 14247 -0.616310600 -0.794639600
## 14248 0.222958560 0.010750771
## 14249 -0.115209100 -0.082104680
## 14250 0.113766190 0.142720220
## 14251 -0.225105760 -0.131757740
## 14252 0.290939800 0.023837090
## 14253 0.000000000 0.100496290
## 14254 -0.367338180 0.131254200
## 14255 0.174244882 -0.216934203
## 14256 0.217194080 0.165391450
## 14257 0.509634000 0.472547530
## 14258 0.181617740 0.129529950
## 14259 0.512750600 0.201067920
## 14260 0.735300540 1.016792800
## 14261 -0.547410500 -0.689849400
## 14262 -0.407589900 -0.114673140
## 14263 -0.014054775 0.392726900
## 14264 0.101189140 -0.026857376
## 14265 0.515672700 0.385948180
## 14266 0.007530689 0.000000000
## 14267 -0.297144400 -0.333105100
## 14268 -0.228874200 -0.452441220
## 14269 0.000000000 0.103513720
## 14270 0.045110702 0.000000000
## 14271 0.000000000 -0.030729294
## 14272 -0.426000600 -0.197549820
## 14273 0.024253845 0.103368760
## 14274 -0.058772360 0.313072270
## 14275 0.211612700 0.358424200
## 14276 0.590359700 0.534730900
## 14277 0.467874530 0.561994100
## 14278 0.000000000 0.047984123
## 14279 -1.323158050 -0.764463900
## 14280 0.262323380 0.187610630
## 14281 -0.066015720 0.178007130
## 14282 -0.503791800 -0.148703580
## 14283 0.052707434 0.280279875
## 14284 -0.256280900 0.000000000
## 14285 0.298748970 -0.102867130
## [ reached 'max' / getOption("max.print") -- omitted 6359 rows ]
EC$genelist
## ID logFC AveExpr t P.Value adj.P.Val
## 1 Slco1a4 6.6453875 1.216866981 88.655150 1.320000e-18 2.730000e-14
## 2 Slc19a3 6.2815246 1.160046816 69.950939 2.410000e-17 2.490000e-13
## 3 Ddc 4.4833378 0.836523085 65.578357 5.310000e-17 3.650000e-13
## 4 Slco1c1 6.4693845 1.355886518 59.876126 1.620000e-16 8.340000e-13
## 5 Sema3c 5.5156298 2.325211686 58.531408 2.140000e-16 8.810000e-13
## 6 Slc38a3 4.7617553 0.921867043 54.115586 5.580000e-16 1.760000e-12
## 7 Mfsd2a 4.5070912 0.871022008 53.450089 6.490000e-16 1.760000e-12
## 8 Slc22a8 4.6198271 0.809349023 53.222462 6.830000e-16 1.760000e-12
## 9 Cd36 -7.1283219 -0.387248661 -51.959278 9.170000e-16 1.930000e-12
## 10 Itih5 5.1237268 0.722748623 51.862722 9.380000e-16 1.930000e-12
## 11 Slc35f2 4.4019232 0.798657007 46.146034 3.910000e-15 7.320000e-12
## 12 Timp4 -5.2487548 0.874921753 -45.131898 5.120000e-15 8.660000e-12
## 13 Foxf2 3.1222777 0.597831278 44.898139 5.460000e-15 8.660000e-12
## 14 Ocln 4.6990665 1.459293019 40.191083 2.110000e-14 3.100000e-11
## 15 Meox2 -4.5446336 0.863712636 -38.239158 3.860000e-14 5.310000e-11
## 16 Lef1 4.2312762 0.621713456 36.892308 5.980000e-14 7.710000e-11
## 17 Ptn 5.5709268 0.940028909 35.928476 8.250000e-14 1.000000e-10
## 18 Pparg -3.6760365 -0.058328605 -35.545464 9.400000e-14 1.080000e-10
## 19 Lrp8 3.3563987 0.531316184 34.336995 1.430000e-13 1.550000e-10
## 20 Apcdd1 4.5514573 0.776596408 32.830533 2.470000e-13 2.550000e-10
## 21 Pllp 2.9761973 0.937255576 32.345071 2.960000e-13 2.910000e-10
## 22 Spock2 4.7286338 0.953835917 31.285424 4.430000e-13 4.160000e-10
## 23 Far2 4.3342270 0.820277233 30.589882 5.820000e-13 5.220000e-10
## 24 Gm3696 -3.2106936 -0.068879312 -30.044472 7.240000e-13 6.230000e-10
## 25 Zic3 3.9539621 0.767585418 28.961406 1.130000e-12 9.320000e-10
## 26 Papss2 -3.5728181 0.090698900 -28.766264 1.230000e-12 9.730000e-10
## 27 Gm2897 -2.5664759 0.150852326 -28.085470 1.640000e-12 1.250000e-09
## 28 Bche 4.3059984 0.853488659 27.766636 1.880000e-12 1.390000e-09
## 29 Lamb1 -3.2744975 0.270908767 -27.452728 2.160000e-12 1.530000e-09
## 30 Slc16a1 3.7340748 0.504434034 27.383263 2.230000e-12 1.530000e-09
## 31 Aqp7 -4.9741103 0.735269080 -27.081001 2.550000e-12 1.690000e-09
## 32 Ccdc141 4.9058137 1.002965041 26.837158 2.840000e-12 1.830000e-09
## 33 Atp10a 4.1988042 0.517382337 26.749243 2.950000e-12 1.850000e-09
## 34 Stra6 2.1917987 0.366034091 26.666882 3.070000e-12 1.860000e-09
## 35 Ablim3 -3.8146925 0.641169521 -26.400143 3.460000e-12 2.010000e-09
## 36 Vav3 -3.2720604 -0.294915295 -26.367638 3.520000e-12 2.010000e-09
## 37 Ndnf 3.7115258 0.713847225 26.087199 4.000000e-12 2.220000e-09
## 38 Fabp5 -4.3074287 -0.291946237 -26.038130 4.090000e-12 2.220000e-09
## 39 Elovl7 5.1848686 -0.023614717 25.970760 4.220000e-12 2.230000e-09
## 40 Dixdc1 1.7223422 0.280241777 25.284497 5.830000e-12 3.010000e-09
## 41 Tbc1d4 2.5263297 0.299241129 25.199135 6.070000e-12 3.060000e-09
## 42 Gm5458 -2.3992271 0.177744829 -25.075955 6.440000e-12 3.120000e-09
## 43 Gm5796 -3.1998818 0.273203384 -25.055908 6.510000e-12 3.120000e-09
## 44 Slc16a4 2.8046263 0.171279238 24.926696 6.920000e-12 3.250000e-09
## 45 Gpihbp1 -4.1310943 -0.185207951 -24.661935 7.880000e-12 3.610000e-09
## 46 Efhc2 2.6656200 0.469595504 24.374189 9.070000e-12 4.070000e-09
## 47 Gm609 3.9651839 0.745445824 24.021697 1.080000e-11 4.740000e-09
## 48 D830030K20Rik -2.5777046 0.329180411 -23.755481 1.240000e-11 5.310000e-09
## 49 Shroom1 1.6359607 0.292400679 23.494613 1.410000e-11 5.940000e-09
## 50 Rbp7 -4.0117093 0.378666515 -23.172003 1.670000e-11 6.880000e-09
## 51 Ly75 2.8168512 0.392506893 23.084822 1.740000e-11 7.030000e-09
## 52 Nav3 -3.0253490 0.536848494 -23.054462 1.770000e-11 7.030000e-09
## 53 Paqr5 2.1008740 0.331440735 22.441284 2.450000e-11 9.530000e-09
## 54 Frmd5 2.6674511 0.487552168 22.100202 2.940000e-11 1.120000e-08
## 55 Prom1 2.2468888 -0.080104450 21.912355 3.260000e-11 1.220000e-08
## 56 Ggact 1.9852235 0.289630576 21.766547 3.530000e-11 1.290000e-08
## 57 Hmgcs2 2.9524586 0.563747855 21.749825 3.570000e-11 1.290000e-08
## 58 Mlxip -2.2132208 -0.386365733 -21.559113 3.960000e-11 1.410000e-08
## 59 Tspan7 -4.5991791 0.639628895 -21.273195 4.650000e-11 1.630000e-08
## 60 Gatm 5.2907160 -0.228414869 21.219575 4.790000e-11 1.650000e-08
## 61 Sgpp2 3.0386158 0.453172136 21.182744 4.890000e-11 1.650000e-08
## 62 Slc39a8 3.1251710 0.784908446 20.753277 6.250000e-11 2.080000e-08
## 63 Aqp1 -5.2258497 0.091248475 -20.671169 6.550000e-11 2.120000e-08
## 64 Grb14 2.5557760 0.755925209 20.669202 6.560000e-11 2.120000e-08
## 65 Pglyrp1 4.7509248 1.273263800 20.534235 7.100000e-11 2.250000e-08
## 66 Nkd1 3.3228355 1.311651321 20.507582 7.210000e-11 2.250000e-08
## 67 Klra9 -3.5714939 0.738975902 -20.355188 7.880000e-11 2.430000e-08
## 68 Lpl -4.7634007 0.125378300 -20.308180 8.100000e-11 2.460000e-08
## 69 Igf2r -1.6454388 0.144494504 -20.212372 8.570000e-11 2.560000e-08
## 70 Gimap4 -3.3647097 -0.172374631 -20.073746 9.310000e-11 2.740000e-08
## 71 Slc39a10 2.4866533 0.271300060 20.005655 9.690000e-11 2.820000e-08
## 72 Akr1c19 -3.5557527 0.647555126 -19.771254 1.120000e-10 3.200000e-08
## 73 Maoa 3.0975018 0.251396903 19.456627 1.350000e-10 3.820000e-08
## 74 Vil1 1.3599698 0.212562812 19.389132 1.410000e-10 3.920000e-08
## 75 Ctsc 3.8618182 0.016656460 19.288695 1.500000e-10 4.120000e-08
## 76 Pxdn -3.3473042 0.222118760 -18.893212 1.920000e-10 5.200000e-08
## 77 Mfsd7c 2.5002425 0.337773288 18.786308 2.050000e-10 5.430000e-08
## 78 Tmem255b -2.1824573 0.344358308 -18.782310 2.050000e-10 5.430000e-08
## 79 Nhsl1 1.8992438 0.190508955 18.723685 2.130000e-10 5.570000e-08
## 80 Slc2a1 4.7325928 0.583850912 18.700862 2.160000e-10 5.580000e-08
## 81 Slc28a2 -3.5721393 0.266913421 -18.586245 2.330000e-10 5.930000e-08
## 82 Tfrc 4.4032544 1.324785813 18.527198 2.420000e-10 6.080000e-08
## 83 Robo2 -1.6686921 0.268073436 -18.353796 2.700000e-10 6.680000e-08
## 84 Igsf5 1.3725783 0.247253612 18.345187 2.720000e-10 6.680000e-08
## 85 Cxcl9 -3.0769195 0.436450641 -18.211761 2.960000e-10 7.170000e-08
## 86 Ppap2b -2.5228225 -0.370457042 -18.198846 2.990000e-10 7.170000e-08
## 87 Fabp4 -6.0063746 -0.587121155 -18.047207 3.300000e-10 7.830000e-08
## 88 Nampt 1.7824726 0.874676674 17.978239 3.450000e-10 8.100000e-08
## 89 Art3 -3.4235409 -0.555300301 -17.868880 3.710000e-10 8.550000e-08
## 90 Cyp4b1 -2.4019783 0.104337979 -17.861380 3.730000e-10 8.550000e-08
## 91 Reck 3.6926860 0.651344362 17.677472 4.220000e-10 9.560000e-08
## 92 Slc43a3 -2.8698091 -0.166081172 -17.647407 4.310000e-10 9.650000e-08
## 93 Rad54b 2.6843510 0.288265865 17.614560 4.400000e-10 9.760000e-08
## 94 Sez6l2 -1.0876576 0.138743416 -17.553841 4.580000e-10 1.010000e-07
## 95 Isyna1 1.4291234 0.087467474 17.524135 4.680000e-10 1.020000e-07
## 96 Trpm6 1.6483257 0.273198695 17.335455 5.320000e-10 1.140000e-07
## 97 Tmeff1 4.2412082 1.395477988 17.323845 5.360000e-10 1.140000e-07
## 98 Pla2g4a 3.0518281 0.856105710 17.130233 6.120000e-10 1.290000e-07
## 99 Rab11fip1 2.9845256 0.770540708 16.954282 6.910000e-10 1.440000e-07
## 100 Slc38a5 4.2740287 0.839739940 16.811587 7.640000e-10 1.580000e-07
## 101 Slc16a2 1.8015782 0.387037187 16.781674 7.800000e-10 1.590000e-07
## 102 Sgms2 3.3169163 0.242439853 16.763705 7.900000e-10 1.600000e-07
## 103 Maob 2.9632211 0.823499744 16.542542 9.240000e-10 1.850000e-07
## 104 Mal 2.7832842 0.492583155 16.428499 1.000000e-09 1.990000e-07
## 105 Usp53 3.2314293 0.326307746 16.351510 1.060000e-09 2.080000e-07
## 106 Map3k5 -2.5823383 -0.377794074 -16.318633 1.080000e-09 2.110000e-07
## 107 Fam102a -1.8604444 -0.084924192 -16.282261 1.110000e-09 2.140000e-07
## 108 Npr2 -2.0769596 0.159062768 -16.271352 1.120000e-09 2.140000e-07
## 109 Faim 1.6789999 0.361522991 16.134578 1.240000e-09 2.350000e-07
## 110 Tcf15 -1.8189971 0.251542003 -16.064902 1.300000e-09 2.450000e-07
## 111 Cdh23 -1.1805802 0.171422106 -16.006693 1.360000e-09 2.530000e-07
## 112 Pdlim1 -3.7528403 0.165702555 -15.870335 1.510000e-09 2.770000e-07
## 113 Lmo2 1.1218058 -0.025583904 15.807862 1.580000e-09 2.880000e-07
## 114 Lrrn3 3.3343026 0.680041158 15.795794 1.590000e-09 2.880000e-07
## 115 Slc40a1 4.5186054 1.580537889 15.717326 1.690000e-09 3.030000e-07
## 116 Ccnd1 -1.6451473 0.211894987 -15.695686 1.710000e-09 3.050000e-07
## 117 Eogt 1.5488062 0.125935240 15.683580 1.730000e-09 3.050000e-07
## 118 Pik3c2b -2.4683793 -0.204779564 -15.656956 1.760000e-09 3.080000e-07
## 119 Esyt2 1.5058597 0.189325585 15.638016 1.790000e-09 3.100000e-07
## 120 Btnl9 -2.0229381 0.278401401 -15.612424 1.820000e-09 3.140000e-07
## 121 C1qtnf9 -4.0939648 0.686407834 -15.390785 2.160000e-09 3.680000e-07
## 122 Olfr1396 -3.3831800 0.542569123 -15.227025 2.450000e-09 4.130000e-07
## 123 Lsr 2.0573397 0.340983101 15.126467 2.640000e-09 4.430000e-07
## 124 Myl2 -4.4515265 0.890572614 -15.046336 2.810000e-09 4.680000e-07
## 125 Igf1r 2.4527727 0.153320501 15.009007 2.890000e-09 4.760000e-07
## 126 Akap5 -3.0204086 0.670615928 -15.003792 2.910000e-09 4.760000e-07
## 127 Tmem182 -3.0081428 0.516310722 -14.964764 3.000000e-09 4.870000e-07
## 128 Slc39a14 -0.8730863 -0.050925829 -14.828514 3.330000e-09 5.370000e-07
## 129 Myadm -2.1092059 0.337944660 -14.784059 3.450000e-09 5.520000e-07
## 130 Coro6 -2.2267916 0.303712276 -14.578658 4.060000e-09 6.450000e-07
## 131 Degs2 3.0108475 0.728905349 14.559142 4.130000e-09 6.500000e-07
## 132 Hecw2 -3.3552319 0.284902794 -14.456101 4.480000e-09 7.000000e-07
## 133 Slc7a1 2.4589141 0.514925066 14.447008 4.520000e-09 7.000000e-07
## 134 Lrch2 -1.2206009 0.154086077 -14.432077 4.570000e-09 7.040000e-07
## 135 Plekho1 -1.8544701 -0.142165916 -14.376991 4.780000e-09 7.300000e-07
## 136 Itga9 -1.7933917 0.454456681 -14.362668 4.840000e-09 7.330000e-07
## 137 Golm1 2.2800206 0.144200773 14.353503 4.870000e-09 7.330000e-07
## 138 Dnah3 1.4508289 0.296782130 14.215672 5.450000e-09 8.150000e-07
## 139 Rnf144b 1.7338390 0.326731359 14.082861 6.080000e-09 9.020000e-07
## 140 Cyp2e1 2.4913518 0.632518195 14.065807 6.160000e-09 9.080000e-07
## 141 Sncaip -1.9828294 0.002447547 -14.008341 6.460000e-09 9.450000e-07
## 142 Apod 3.6821107 0.723132522 13.957098 6.740000e-09 9.800000e-07
## 143 Trpm3 -1.5307664 0.104472833 -13.905051 7.040000e-09 1.020000e-06
## 144 Prnd -2.6433152 -0.002252030 -13.791833 7.740000e-09 1.110000e-06
## 145 1700025G04Rik -2.6171402 -0.189050872 -13.725251 8.190000e-09 1.160000e-06
## 146 Tmc7 3.3352400 0.668004243 13.637094 8.820000e-09 1.250000e-06
## 147 Ctsh 3.4721567 1.216442555 13.518389 9.760000e-09 1.370000e-06
## 148 Hspb8 2.2347466 0.486109122 13.503245 9.890000e-09 1.380000e-06
## 149 Zdhhc2 -1.3864795 0.226585223 -13.482343 1.010000e-08 1.390000e-06
## 150 Ism1 1.8813042 0.539935171 13.446223 1.040000e-08 1.430000e-06
## 151 F2r -2.1268269 0.057363702 -13.416278 1.070000e-08 1.460000e-06
## 152 Fyco1 1.4595369 0.373329576 13.350957 1.130000e-08 1.530000e-06
## 153 Pir 2.3707597 0.444195239 13.344444 1.130000e-08 1.530000e-06
## 154 Ebf3 -2.3783256 0.215333107 -13.142387 1.350000e-08 1.810000e-06
## 155 Ntf3 -2.4233014 0.194875579 -13.128625 1.370000e-08 1.820000e-06
## 156 Alas1 2.7287605 0.723194400 13.114049 1.390000e-08 1.830000e-06
## 157 Pltp 2.5746091 0.644287434 13.042719 1.480000e-08 1.940000e-06
## 158 Thrsp -2.3798555 -0.372691323 -13.032542 1.490000e-08 1.940000e-06
## 159 Kbtbd11 2.2903252 0.021684426 13.025970 1.500000e-08 1.940000e-06
## 160 Tnnt2 -4.2969393 0.945585086 -13.017631 1.510000e-08 1.940000e-06
## 161 Gda -2.8644980 0.522775847 -12.963206 1.580000e-08 2.030000e-06
## 162 Slc9a2 1.6521110 0.259307320 12.857156 1.740000e-08 2.210000e-06
## 163 Acsl3 2.4464795 0.475571316 12.848992 1.750000e-08 2.220000e-06
## 164 Zfp827 -1.5508698 -0.073983221 -12.824289 1.790000e-08 2.250000e-06
## 165 Cobll1 2.0100168 -0.094521043 12.791046 1.850000e-08 2.310000e-06
## 166 Cthrc1 1.5593096 0.231211787 12.715314 1.980000e-08 2.440000e-06
## 167 Msi2 1.3003610 0.195970786 12.714220 1.980000e-08 2.440000e-06
## 168 Ak4 1.8084827 0.341234240 12.709780 1.990000e-08 2.440000e-06
## 169 Hspg2 -1.8536889 -0.220275882 -12.538540 2.320000e-08 2.830000e-06
## 170 Agfg1 1.3809748 0.257302417 12.515340 2.370000e-08 2.870000e-06
## 171 Adora2a -1.6248646 0.133919110 -12.415641 2.600000e-08 3.130000e-06
## 172 Enpp3 -2.5999655 0.383091285 -12.384875 2.670000e-08 3.200000e-06
## 173 Hmcn1 2.2111133 1.085951948 12.371593 2.700000e-08 3.220000e-06
## 174 Lphn3 2.4998345 1.576444852 12.356657 2.740000e-08 3.220000e-06
## 175 Cadm1 1.8215955 0.792327194 12.355924 2.740000e-08 3.220000e-06
## 176 Mest -1.5465302 0.102039146 -12.355246 2.740000e-08 3.220000e-06
## 177 C1qtnf1 -1.9824114 0.102494087 -12.277591 2.950000e-08 3.440000e-06
## 178 Gpd2 1.8567918 0.393435801 12.224250 3.100000e-08 3.590000e-06
## 179 Car8 -3.6993459 0.555902255 -12.183333 3.220000e-08 3.710000e-06
## 180 Gpcpd1 3.7212366 0.214856659 12.163708 3.280000e-08 3.760000e-06
## 181 Cped1 -3.8961042 -0.191010314 -12.147755 3.330000e-08 3.790000e-06
## 182 Creb5 -1.7745914 0.354638227 -12.142280 3.350000e-08 3.790000e-06
## 183 Ifi203 -2.3246670 -0.295699623 -11.982850 3.890000e-08 4.390000e-06
## 184 Plekho2 -2.4033469 -0.033751395 -11.963341 3.960000e-08 4.440000e-06
## 185 Tpd52l1 1.9464362 0.277188174 11.949800 4.010000e-08 4.480000e-06
## 186 Tbc1d14 1.7027601 0.249682813 11.907561 4.180000e-08 4.630000e-06
## 187 Foxl2os 1.4199985 0.239619067 11.890445 4.250000e-08 4.690000e-06
## 188 Numb -0.8725376 0.322143233 -11.804624 4.610000e-08 5.060000e-06
## 189 Slc16a9 1.7302349 0.932704470 11.721778 5.000000e-08 5.430000e-06
## 190 Papln -0.9733092 0.081895891 -11.721083 5.000000e-08 5.430000e-06
## 191 Baiap2l1 1.4627688 0.326115286 11.690799 5.150000e-08 5.560000e-06
## 192 Proser2 1.0614716 0.144373989 11.661800 5.300000e-08 5.670000e-06
## 193 Car5a 0.8574456 0.165881398 11.660697 5.300000e-08 5.670000e-06
## 194 Sema6d -1.6918631 0.121519988 -11.651080 5.350000e-08 5.690000e-06
## 195 Extl3 1.8057934 0.302662559 11.603677 5.600000e-08 5.930000e-06
## 196 Znrf3 1.4896919 0.173522919 11.573636 5.770000e-08 6.060000e-06
## 197 Prl2c3 -1.7891221 0.353214999 -11.571360 5.780000e-08 6.060000e-06
## 198 Foxc1 2.0229256 0.376049733 11.532927 6.010000e-08 6.260000e-06
## 199 Adhfe1 -1.3859644 -0.236731307 -11.512130 6.130000e-08 6.350000e-06
## 200 Slc12a2 -1.4221903 0.204278569 -11.483372 6.300000e-08 6.500000e-06
## 201 Igf2 -1.0844985 0.113726486 -11.468979 6.390000e-08 6.560000e-06
## 202 Osbpl1a 1.5538240 0.210300226 11.448060 6.530000e-08 6.650000e-06
## 203 Itm2a 5.1584338 0.589081889 11.440538 6.580000e-08 6.650000e-06
## 204 Slc7a5 3.9292045 0.735224224 11.440401 6.580000e-08 6.650000e-06
## 205 Myl3 -2.0417802 0.351352155 -11.397067 6.870000e-08 6.910000e-06
## 206 Ldb2 -2.5560932 -0.066699405 -11.367149 7.070000e-08 7.080000e-06
## 207 Synm 1.8265187 0.692674823 11.335756 7.300000e-08 7.270000e-06
## 208 Fscn1 -2.4907292 0.037785467 -11.317028 7.430000e-08 7.370000e-06
## 209 Gstm7 1.3117898 0.246104021 11.255671 7.900000e-08 7.800000e-06
## 210 Bsg 1.7787647 0.479839318 11.175517 8.570000e-08 8.410000e-06
## 211 Pard3 1.7035204 0.587474183 11.158111 8.720000e-08 8.520000e-06
## 212 Clec1a -1.9723944 0.742669990 -11.144701 8.840000e-08 8.600000e-06
## 213 Tmtc2 1.3235321 0.442199137 11.118845 9.070000e-08 8.780000e-06
## 214 Tdrp 1.5084370 0.200418053 11.100853 9.240000e-08 8.890000e-06
## 215 Abcc4 1.9315770 0.068456674 11.097807 9.260000e-08 8.890000e-06
## 216 Cp 3.0784531 0.835554090 11.077043 9.460000e-08 9.040000e-06
## 217 Arhgap28 -2.0397448 0.475179920 -11.061975 9.610000e-08 9.130000e-06
## 218 Gas2 -1.4579579 -0.017133557 -11.030447 9.920000e-08 9.390000e-06
## 219 St3gal6 1.3473005 0.406922408 11.019428 1.000000e-07 9.450000e-06
## 220 Mgll -2.6725547 0.091192626 -10.940244 1.090000e-07 1.020000e-05
## 221 Itgb5 -2.0664620 -0.105014576 -10.931690 1.100000e-07 1.020000e-05
## 222 Afap1l2 3.0037885 0.662341093 10.887376 1.150000e-07 1.070000e-05
## 223 Ehd1 -1.2720353 0.132237085 -10.872473 1.170000e-07 1.070000e-05
## 224 Txnip -1.0032635 -0.111230341 -10.872071 1.170000e-07 1.070000e-05
## 225 Fbn1 -1.3404195 0.288730274 -10.863674 1.180000e-07 1.080000e-05
## 226 Nt5c2 1.7174760 0.089939962 10.831227 1.220000e-07 1.110000e-05
## 227 Pcp4l1 2.2912293 0.037098911 10.819273 1.230000e-07 1.120000e-05
## 228 Slc3a2 2.0731455 0.371302358 10.785371 1.280000e-07 1.150000e-05
## 229 Tmem47 -2.0868167 -0.250675418 -10.773437 1.290000e-07 1.160000e-05
## 230 Polk 2.3698924 0.297324298 10.745521 1.330000e-07 1.190000e-05
## 231 Insr 1.6754155 0.165240445 10.745002 1.330000e-07 1.190000e-05
## 232 Col4a1 -1.3143412 0.005203182 -10.742996 1.330000e-07 1.190000e-05
## 233 Cmip -1.9426739 -0.335219105 -10.670754 1.440000e-07 1.270000e-05
## 234 Ndufa7 1.1828203 0.174813806 10.655805 1.460000e-07 1.290000e-05
## 235 Wdr19 1.1113677 -0.012814966 10.609476 1.530000e-07 1.340000e-05
## 236 Layn 2.3060945 0.271914679 10.608609 1.530000e-07 1.340000e-05
## 237 Pomp 0.9716028 0.139339131 10.608313 1.540000e-07 1.340000e-05
## 238 Ecscr -1.1219161 -0.217034212 -10.588233 1.570000e-07 1.360000e-05
## 239 Pdxk 1.9413063 0.582435892 10.582812 1.580000e-07 1.360000e-05
## 240 Slc30a1 1.4627024 0.328081766 10.572291 1.590000e-07 1.370000e-05
## 241 Tmem98 1.4750336 0.318319378 10.566992 1.600000e-07 1.370000e-05
## 242 Cdipt -0.7031981 0.018193977 -10.504142 1.710000e-07 1.460000e-05
## 243 Marcks -1.6329781 -0.285013900 -10.500345 1.720000e-07 1.460000e-05
## 244 Itpkb -1.5375458 0.164207493 -10.463764 1.790000e-07 1.510000e-05
## 245 Meox1 -2.1677938 -0.025079849 -10.452883 1.810000e-07 1.520000e-05
## 246 Mboat1 2.8088778 0.428378422 10.424197 1.870000e-07 1.560000e-05
## 247 Actc1 -3.4079863 0.679439545 -10.400264 1.910000e-07 1.600000e-05
## 248 Pcolce -1.3244279 0.034408314 -10.372697 1.970000e-07 1.640000e-05
## 249 Napepld 1.9493891 0.308142406 10.352200 2.010000e-07 1.670000e-05
## 250 Arl2bp 1.5949739 -0.080808833 10.307225 2.110000e-07 1.740000e-05
## 251 Wt1 -2.4578951 0.427336021 -10.293523 2.150000e-07 1.760000e-05
## 252 Tnnc1 -3.5213602 0.611618076 -10.281020 2.180000e-07 1.780000e-05
## 253 Aspa -2.0908172 0.409558592 -10.278158 2.180000e-07 1.780000e-05
## 254 Prr5l 2.1493198 0.458541705 10.267729 2.210000e-07 1.790000e-05
## 255 Arhgap18 -1.6397762 0.065240795 -10.250820 2.250000e-07 1.820000e-05
## 256 Slc1a1 2.2439416 0.330648149 10.198036 2.380000e-07 1.910000e-05
## 257 Cyb5b 1.0679666 0.104372182 10.196668 2.380000e-07 1.910000e-05
## 258 Prkar2b 2.3890438 0.357269033 10.190462 2.400000e-07 1.920000e-05
## 259 Asap2 -1.5758740 -0.041937289 -10.138704 2.540000e-07 2.020000e-05
## 260 Abhd2 2.7030245 0.542453036 10.115957 2.600000e-07 2.060000e-05
## 261 Fcgrt 1.0807321 0.358140255 10.068653 2.740000e-07 2.170000e-05
## 262 Glul 1.5535760 0.161579513 10.047624 2.800000e-07 2.210000e-05
## 263 D8Ertd82e -1.2649786 0.168155770 -10.043756 2.820000e-07 2.210000e-05
## 264 Ssx2ip 1.8684610 0.153449281 10.039072 2.830000e-07 2.210000e-05
## 265 Col4a2 -1.1833210 0.037402503 -10.034024 2.850000e-07 2.220000e-05
## 266 Phf11d -1.7332276 -0.045289836 -10.024866 2.880000e-07 2.230000e-05
## 267 Notum 1.0420153 0.186508299 10.015137 2.910000e-07 2.250000e-05
## 268 Mcam -2.2179162 -0.000298051 -9.997023 2.960000e-07 2.280000e-05
## 269 Atp9a -1.4010882 0.094903788 -9.971495 3.050000e-07 2.340000e-05
## 270 Fam13a 2.2341232 0.166691173 9.964524 3.070000e-07 2.340000e-05
## 271 Parp8 -2.3618779 -0.076186090 -9.960801 3.090000e-07 2.340000e-05
## 272 Cd300lg -2.2784085 0.140774666 -9.960724 3.090000e-07 2.340000e-05
## 273 Ifngr1 -1.0637833 0.069386933 -9.938811 3.160000e-07 2.390000e-05
## 274 Ext1 -1.6926573 0.016248288 -9.917258 3.240000e-07 2.440000e-05
## 275 C130074G19Rik 1.0400480 -0.104768851 9.880846 3.370000e-07 2.520000e-05
## 276 Etl4 -2.0147985 -0.159677733 -9.880838 3.370000e-07 2.520000e-05
## 277 Akr1a1 0.7097397 0.168499822 9.878081 3.380000e-07 2.520000e-05
## 278 Rcn1 -1.3482131 0.084199112 -9.857500 3.460000e-07 2.570000e-05
## 279 Pcca 1.4069716 0.363794357 9.828293 3.580000e-07 2.640000e-05
## 280 Filip1l -0.8187744 -0.032469478 -9.807670 3.660000e-07 2.700000e-05
## 281 Lgals1 -2.2474624 -1.326433304 -9.736650 3.960000e-07 2.910000e-05
## 282 4930402H24Rik -1.0274725 -0.161863137 -9.723135 4.020000e-07 2.940000e-05
## 283 Tbx4 1.3234618 0.202793565 9.719202 4.040000e-07 2.950000e-05
## 284 Ccdc80 -2.4799752 0.499165022 -9.697373 4.140000e-07 3.010000e-05
## 285 Edn3 1.7639457 0.347741279 9.682512 4.210000e-07 3.050000e-05
## 286 Ttyh2 1.3580564 0.299847255 9.675165 4.250000e-07 3.060000e-05
## 287 Rhobtb1 1.1043716 -0.087088866 9.657734 4.330000e-07 3.110000e-05
## 288 Gngt2 -1.4393956 -0.100648237 -9.647279 4.380000e-07 3.140000e-05
## 289 Foxq1 0.9149401 0.122425845 9.645018 4.400000e-07 3.140000e-05
## 290 Usp54 2.5403114 0.396163728 9.640374 4.420000e-07 3.140000e-05
## 291 Slc44a2 -1.1286980 -0.156054561 -9.632040 4.460000e-07 3.160000e-05
## 292 Zap70 0.9691435 0.181616685 9.629785 4.470000e-07 3.160000e-05
## 293 Tnfrsf19 1.8945235 0.312643876 9.607161 4.590000e-07 3.230000e-05
## 294 Vwa1 1.3735867 0.367028146 9.539280 4.960000e-07 3.480000e-05
## 295 Rapgef1 -0.8695919 0.105816300 -9.529606 5.010000e-07 3.500000e-05
## 296 Sorbs2 2.3169082 0.092988459 9.528150 5.020000e-07 3.500000e-05
## 297 Slc25a1 1.2580665 0.215103401 9.503235 5.170000e-07 3.590000e-05
## 298 Kcna5 -2.9110702 0.629073623 -9.494196 5.220000e-07 3.610000e-05
## 299 Cetn2 0.8485781 0.037660090 9.482321 5.290000e-07 3.650000e-05
## 300 Col4a3bp 1.3971175 0.066737257 9.448851 5.500000e-07 3.780000e-05
## 301 Airn -2.1767326 -0.189020340 -9.362397 6.080000e-07 4.170000e-05
## 302 Aqp11 3.5743475 0.418368146 9.357199 6.120000e-07 4.180000e-05
## 303 Dlc1 -0.9707875 0.137446592 -9.322465 6.370000e-07 4.340000e-05
## 304 Fry 1.0779473 0.571433918 9.302224 6.520000e-07 4.420000e-05
## 305 Cdh2 1.2832653 0.296076173 9.299924 6.540000e-07 4.420000e-05
## 306 Elf4 -1.1520835 0.020725240 -9.290884 6.610000e-07 4.450000e-05
## 307 Lbh -1.4794866 -0.084328994 -9.289389 6.620000e-07 4.450000e-05
## 308 Cox8b -1.2985198 0.187279164 -9.280513 6.690000e-07 4.480000e-05
## 309 Abcb1a 1.6552951 -0.357516607 9.263629 6.820000e-07 4.550000e-05
## 310 Tcap -0.7520534 0.097184374 -9.241366 7.000000e-07 4.650000e-05
## 311 Clmn -1.3734763 -0.016044333 -9.240593 7.010000e-07 4.650000e-05
## 312 Axin2 2.2609655 0.323566553 9.234922 7.050000e-07 4.650000e-05
## 313 Dlg2 -0.8407200 -0.017845854 -9.232361 7.080000e-07 4.650000e-05
## 314 Golim4 1.3578383 0.294923597 9.231923 7.080000e-07 4.650000e-05
## 315 Clec9a -1.9760177 0.449445786 -9.218748 7.190000e-07 4.710000e-05
## 316 Dcun1d3 1.1295599 0.236995766 9.203516 7.320000e-07 4.770000e-05
## 317 Myof 2.0205359 0.705772123 9.202081 7.330000e-07 4.770000e-05
## 318 Myzap -1.9587838 1.182035122 -9.167025 7.640000e-07 4.960000e-05
## 319 Tbx1 1.5705826 0.284414674 9.159963 7.710000e-07 4.970000e-05
## 320 Abcg2 1.4057210 -0.358753706 9.159808 7.710000e-07 4.970000e-05
## 321 Fxyd5 1.2383232 0.302130579 9.150721 7.790000e-07 5.000000e-05
## 322 Sybu -0.7915352 0.019748942 -9.149638 7.800000e-07 5.000000e-05
## 323 Dpp4 3.0311147 0.171293067 9.120067 8.080000e-07 5.160000e-05
## 324 Pygm -1.1990651 0.248344838 -9.113938 8.140000e-07 5.180000e-05
## 325 Slc31a1 3.3399076 0.305409340 9.075799 8.510000e-07 5.400000e-05
## 326 Trp53i11 -3.0759050 -0.102154575 -9.062832 8.650000e-07 5.470000e-05
## 327 Tmtc4 1.3646593 0.237418427 9.047081 8.810000e-07 5.560000e-05
## 328 Fam53b -1.2920960 -0.042786850 -9.040386 8.880000e-07 5.580000e-05
## 329 Ltbp1 -1.7956945 -0.452275148 -9.036762 8.920000e-07 5.590000e-05
## 330 Ralgapa2 -0.9383071 0.526822149 -9.024938 9.040000e-07 5.650000e-05
## 331 Bmp6 -2.3351671 1.017794826 -9.016582 9.140000e-07 5.690000e-05
## 332 Lepr 2.6539788 0.127865532 8.964874 9.720000e-07 6.040000e-05
## 333 Prdm5 1.3695664 -0.176558969 8.952764 9.860000e-07 6.090000e-05
## 334 Nudt4 -1.2717077 -0.619947622 -8.952391 9.870000e-07 6.090000e-05
## 335 Tnfrsf21 -0.6507715 0.058358577 -8.940955 1.000000e-06 6.160000e-05
## 336 Bmp1 -0.5384685 -0.071781000 -8.915994 1.030000e-06 6.330000e-05
## 337 Gata6 -0.8680981 0.281325528 -8.898231 1.050000e-06 6.450000e-05
## 338 Dysf -1.6785928 0.034244948 -8.878199 1.080000e-06 6.580000e-05
## 339 Plxna4 -1.3155278 0.188357421 -8.869651 1.090000e-06 6.630000e-05
## 340 Abcc9 -0.5831183 0.006476480 -8.859079 1.100000e-06 6.700000e-05
## 341 Adarb1 -1.9644016 0.013880921 -8.856188 1.110000e-06 6.700000e-05
## 342 Timm8b 0.7434149 0.019460043 8.845032 1.120000e-06 6.770000e-05
## 343 Mrps33 0.8247792 0.035116545 8.842159 1.130000e-06 6.780000e-05
## 344 Eepd1 -2.0759101 0.092496976 -8.830651 1.140000e-06 6.850000e-05
## 345 Hs3st1 1.0303078 0.323761788 8.822271 1.150000e-06 6.900000e-05
## 346 Col15a1 -0.8785426 -0.001440046 -8.808410 1.170000e-06 7.000000e-05
## 347 Sgk1 -1.4770505 -0.075530626 -8.783739 1.210000e-06 7.190000e-05
## 348 Tbl1xr1 1.5220827 -0.068851341 8.766605 1.240000e-06 7.320000e-05
## 349 Tgfb2 2.3031748 0.892730751 8.764088 1.240000e-06 7.320000e-05
## 350 Atp8a1 1.3527361 0.447770309 8.757738 1.250000e-06 7.360000e-05
## 351 Cd109 -1.0547504 -0.196404967 -8.752959 1.260000e-06 7.380000e-05
## 352 Lpcat3 1.3580926 0.009243965 8.721368 1.310000e-06 7.650000e-05
## 353 Gbe1 1.8989464 0.139219666 8.717791 1.310000e-06 7.660000e-05
## 354 Abcc5 -0.8480902 0.200760585 -8.706581 1.330000e-06 7.750000e-05
## 355 Magi1 -1.2213891 0.007252057 -8.691951 1.350000e-06 7.870000e-05
## 356 Tspan5 3.4815118 0.269483769 8.687078 1.360000e-06 7.890000e-05
## 357 Gpr17 -1.3338933 0.064269037 -8.644649 1.430000e-06 8.290000e-05
## 358 Tgfbr2 0.9984773 0.155614532 8.640581 1.440000e-06 8.310000e-05
## 359 Gltp 0.8772461 0.368666113 8.624869 1.470000e-06 8.450000e-05
## 360 Dnajb9 1.2479717 0.075685654 8.590344 1.530000e-06 8.790000e-05
## 361 Gpr155 1.5341142 0.250163906 8.588458 1.540000e-06 8.790000e-05
## 362 Ndufaf7 1.5714339 0.203104875 8.563487 1.590000e-06 9.040000e-05
## 363 Lhfpl2 1.5513765 0.231314503 8.557959 1.600000e-06 9.080000e-05
## 364 Gm694 1.4492181 0.297351152 8.502998 1.710000e-06 9.690000e-05
## 365 B3gnt2 0.8552599 0.050396982 8.439645 1.850000e-06 1.046560e-04
## 366 Timp2 -1.4731891 0.310412273 -8.421107 1.900000e-06 1.068290e-04
## 367 Adamts9 -2.5714289 -0.058652925 -8.404255 1.940000e-06 1.088210e-04
## 368 Pgm5 1.9231251 0.342751117 8.375699 2.010000e-06 1.125030e-04
## 369 H19 -1.4869933 0.277311211 -8.370928 2.020000e-06 1.128760e-04
## 370 St6gal1 1.0753817 0.207447496 8.359911 2.050000e-06 1.141490e-04
## 371 S100a10 -1.7768971 -0.328369715 -8.356955 2.060000e-06 1.142670e-04
## 372 Marveld2 1.2573794 0.185611818 8.354828 2.060000e-06 1.142670e-04
## 373 Gm8995 -0.9629326 -0.193304572 -8.329369 2.130000e-06 1.176940e-04
## 374 Casp1 -2.3244689 -0.240903207 -8.327083 2.130000e-06 1.177200e-04
## 375 Psma8 2.2176225 0.587771976 8.316928 2.160000e-06 1.189270e-04
## 376 Jak1 -0.8779357 -0.055479556 -8.314717 2.170000e-06 1.189440e-04
## 377 Trim59 -1.1938190 -0.236411951 -8.312322 2.170000e-06 1.189900e-04
## 378 Slco2b1 1.6637848 0.451253926 8.301438 2.210000e-06 1.203270e-04
## 379 Nanos1 1.4480661 0.085071984 8.293748 2.230000e-06 1.210180e-04
## 380 Ifnar1 1.4028552 0.064663250 8.291053 2.230000e-06 1.210180e-04
## 381 Ceacam2 2.2038350 0.480475618 8.290708 2.240000e-06 1.210180e-04
## 382 Cox5a 0.7745209 -0.007838323 8.288464 2.240000e-06 1.210470e-04
## 383 Spats2l -1.2732458 0.002116872 -8.283992 2.250000e-06 1.214190e-04
## 384 S100a6 -3.0633758 -1.172210563 -8.269457 2.300000e-06 1.229650e-04
## 385 H2-Q6 -1.5226946 -0.254390593 -8.269343 2.300000e-06 1.229650e-04
## 386 Ncoa4 0.9977303 0.298703987 8.267930 2.300000e-06 1.229650e-04
## 387 Bhlhb9 1.8718673 0.231656328 8.248983 2.360000e-06 1.255150e-04
## 388 1190002N15Rik -0.9644863 0.028432117 -8.247777 2.360000e-06 1.255150e-04
## 389 Ehd2 -1.5730829 0.000441929 -8.239350 2.390000e-06 1.265470e-04
## 390 Mfge8 -1.4562858 -0.253451436 -8.231684 2.410000e-06 1.274650e-04
## 391 Dhrs3 -1.5466216 -0.188133550 -8.170171 2.610000e-06 1.375670e-04
## 392 Gkn3 2.7156655 0.735604352 8.164092 2.630000e-06 1.382930e-04
## 393 Net1 2.1337566 0.181114576 8.159727 2.640000e-06 1.387170e-04
## 394 Gadd45a 1.2074545 -0.154315219 8.157571 2.650000e-06 1.387490e-04
## 395 Ang 1.7859395 0.752733266 8.148148 2.680000e-06 1.400870e-04
## 396 Pcdh12 -1.4947782 0.142940303 -8.131574 2.740000e-06 1.427490e-04
## 397 Jup -1.0516396 0.046023499 -8.129004 2.750000e-06 1.428620e-04
## 398 Nap1l3 1.3382341 0.277317144 8.120786 2.780000e-06 1.440220e-04
## 399 Acvrl1 0.5096903 0.680994042 8.100250 2.850000e-06 1.475230e-04
## 400 Paqr7 0.8887517 0.228130183 8.088848 2.900000e-06 1.493410e-04
## 401 Cdc14a 1.5141344 -0.224542205 8.082848 2.920000e-06 1.497680e-04
## 402 Exoc2 0.9043843 0.168437577 8.082789 2.920000e-06 1.497680e-04
## 403 Frem2 0.8510785 0.125636896 8.076389 2.940000e-06 1.506400e-04
## 404 Gypc -0.8129031 -0.088746099 -8.066729 2.980000e-06 1.521600e-04
## 405 Atp11b 0.8076871 0.139598977 8.055531 3.020000e-06 1.540050e-04
## 406 Ret 1.1952974 0.249527672 8.047153 3.060000e-06 1.553070e-04
## 407 2610001J05Rik 0.7435888 0.013228353 8.038049 3.090000e-06 1.567690e-04
## 408 Abcb1b -1.9325711 0.490582159 -8.029323 3.130000e-06 1.581690e-04
## 409 Mtus1 1.1123813 0.307009895 8.023967 3.150000e-06 1.588860e-04
## 410 Cxcr4 -2.5647537 -0.437166179 -8.020461 3.160000e-06 1.592230e-04
## 411 Ccnd2 -1.3528372 -0.037689209 -8.012083 3.200000e-06 1.602970e-04
## 412 H2-D1 -0.5065864 0.045422872 -8.011566 3.200000e-06 1.602970e-04
## 413 Chek2 -1.7097425 -0.138659026 -8.003818 3.230000e-06 1.615320e-04
## 414 Dgkd -1.1848871 -0.023945431 -7.985750 3.310000e-06 1.649860e-04
## 415 Casc4 1.3673708 0.697595723 7.979557 3.340000e-06 1.659250e-04
## 416 Tmem45a 0.9937816 0.219157953 7.961680 3.420000e-06 1.694420e-04
## 417 Fmnl1 -1.7516041 0.126180399 -7.956401 3.440000e-06 1.702080e-04
## 418 Nepn -1.8400647 0.344820749 -7.950365 3.470000e-06 1.711480e-04
## 419 Abi3 -1.6544555 0.077710407 -7.927968 3.570000e-06 1.758290e-04
## 420 AI467606 1.3015235 0.197269308 7.915162 3.630000e-06 1.783850e-04
## 421 Sgce -1.5005806 0.497397095 -7.909697 3.660000e-06 1.790300e-04
## 422 Hdac9 -1.1153587 0.452841827 -7.908801 3.660000e-06 1.790300e-04
## 423 Ptprj 2.0703827 0.799509162 7.903721 3.690000e-06 1.794580e-04
## 424 Plod1 -1.2735173 0.114113650 -7.903393 3.690000e-06 1.794580e-04
## 425 Lnx1 -1.7663676 0.300689480 -7.898556 3.710000e-06 1.801790e-04
## 426 Stk10 -1.6727581 -0.419294995 -7.887253 3.770000e-06 1.824510e-04
## 427 Slc7a3 1.2186534 0.245322131 7.867995 3.860000e-06 1.867040e-04
## 428 Scrn3 1.1925548 0.120548220 7.864261 3.880000e-06 1.871880e-04
## 429 Nrp2 -1.5153173 -0.323840843 -7.861164 3.900000e-06 1.875170e-04
## 430 Wnt5a 1.2678499 0.185605111 7.848185 3.970000e-06 1.903170e-04
## 431 Nid1 -1.3734728 0.155198697 -7.834423 4.040000e-06 1.933630e-04
## 432 Srp14 0.6751343 0.085111043 7.830325 4.060000e-06 1.939650e-04
## 433 Ckap4 -0.5637148 -0.040675513 -7.814822 4.150000e-06 1.975330e-04
## 434 Fstl1 -1.4887532 -0.125919026 -7.806176 4.190000e-06 1.993510e-04
## 435 Apaf1 -0.7626912 -0.048990122 -7.766608 4.420000e-06 2.092700e-04
## 436 Nomo1 1.1824277 0.236888305 7.766181 4.420000e-06 2.092700e-04
## 437 Trim2 -0.8255637 -0.106446265 -7.754135 4.490000e-06 2.121690e-04
## 438 Txndc17 0.6646379 0.035120076 7.742284 4.570000e-06 2.150570e-04
## 439 Adk 1.7241557 0.485443019 7.725567 4.670000e-06 2.192830e-04
## 440 Fyn -1.6589775 0.024389146 -7.724302 4.680000e-06 2.192830e-04
## 441 Tmem88 -0.9230277 -0.049842103 -7.718526 4.710000e-06 2.204810e-04
## 442 Mgat4a -1.8612474 0.396244777 -7.695209 4.860000e-06 2.269570e-04
## 443 Vat1 1.2598953 0.260827884 7.672843 5.010000e-06 2.330490e-04
## 444 Hist2h2be 1.9765949 -0.025495721 7.672095 5.020000e-06 2.330490e-04
## 445 Cdh13 -2.2703880 0.627611032 -7.651085 5.160000e-06 2.391690e-04
## 446 Ogfod3 0.7290781 0.122155697 7.649464 5.170000e-06 2.391690e-04
## 447 Ifnar2 1.0208988 0.275581742 7.644490 5.210000e-06 2.401350e-04
## 448 Tppp -1.6191163 0.341014795 -7.643146 5.220000e-06 2.401350e-04
## 449 Tcf7 1.4753181 0.298643873 7.587591 5.620000e-06 2.582540e-04
## 450 Nceh1 1.0271370 0.178321617 7.583918 5.650000e-06 2.589630e-04
## 451 1810037I17Rik 0.6381829 0.095185040 7.572456 5.740000e-06 2.624310e-04
## 452 Scn2a1 0.3935116 0.083775712 7.559132 5.840000e-06 2.666220e-04
## 453 Mllt3 1.4323717 0.193281544 7.552911 5.890000e-06 2.675530e-04
## 454 Cyp1a1 -1.5564060 0.702741237 -7.552666 5.890000e-06 2.675530e-04
## 455 Ccdc88c -0.8672074 -0.133144777 -7.551687 5.900000e-06 2.675530e-04
## 456 Ddi1 -1.2950381 -0.057743421 -7.532074 6.060000e-06 2.741750e-04
## 457 Cfh 1.9358053 1.661581173 7.529762 6.080000e-06 2.744360e-04
## 458 Lonrf3 1.4401994 0.139920995 7.508069 6.260000e-06 2.820430e-04
## 459 Ednrb -3.1025597 -0.341160613 -7.477836 6.530000e-06 2.931450e-04
## 460 Akap6 -0.9952386 0.139532690 -7.476580 6.540000e-06 2.931450e-04
## 461 Aftph 0.8780263 0.047040179 7.464214 6.650000e-06 2.974960e-04
## 462 Asah2 -1.4975050 0.275194733 -7.457630 6.710000e-06 2.995380e-04
## 463 Kcnb1 -1.0854138 0.073819415 -7.433939 6.930000e-06 3.083350e-04
## 464 Csrp2 1.7212702 0.486508047 7.433287 6.940000e-06 3.083350e-04
## 465 Specc1l 0.7463900 0.127560551 7.431783 6.950000e-06 3.083350e-04
## 466 Stx2 -1.4672858 -0.074416098 -7.412448 7.140000e-06 3.159500e-04
## 467 Rps6ka2 -1.6764208 -0.186095114 -7.397461 7.290000e-06 3.214800e-04
## 468 Fads3 -1.5897039 0.250612512 -7.396716 7.290000e-06 3.214800e-04
## 469 Jam3 -1.3508916 0.126381209 -7.392065 7.340000e-06 3.226690e-04
## 470 Akip1 1.8858382 -0.020689840 7.388720 7.370000e-06 3.226690e-04
## 471 Arrdc4 -2.1346808 -0.204732990 -7.388425 7.380000e-06 3.226690e-04
## 472 Rpl38 0.4046326 0.094110346 7.387853 7.380000e-06 3.226690e-04
## 473 Asxl3 -1.2067262 0.164614480 -7.386054 7.400000e-06 3.227860e-04
## 474 Gsta4 3.6193536 0.578297744 7.379074 7.470000e-06 3.252180e-04
## 475 Chd7 -0.8202826 0.103809900 -7.360043 7.670000e-06 3.331660e-04
## 476 Ap4s1 0.7031558 0.094139799 7.358473 7.690000e-06 3.331870e-04
## 477 Adtrp 0.8764051 0.080822249 7.354628 7.730000e-06 3.342590e-04
## 478 Aplnr -2.7692518 -1.480860291 -7.350792 7.770000e-06 3.353330e-04
## 479 Gm14085 -1.0171092 0.174303946 -7.330683 7.990000e-06 3.435980e-04
## 480 Dpysl3 -1.6870292 -0.225605394 -7.330167 8.000000e-06 3.435980e-04
## 481 Gpatch4 -0.5402180 0.193655619 -7.305637 8.270000e-06 3.547410e-04
## 482 Disp1 -1.1380568 0.049323324 -7.302364 8.310000e-06 3.556170e-04
## 483 A4galt 1.9493143 0.529485577 7.292721 8.420000e-06 3.596640e-04
## 484 Fam198b -1.9666209 -0.074589314 -7.288399 8.470000e-06 3.610820e-04
## 485 Chn2 1.9067284 -0.003376099 7.281355 8.560000e-06 3.638830e-04
## 486 Mt2 3.3422036 0.245555885 7.264737 8.760000e-06 3.716300e-04
## 487 Nus1 -1.0812477 0.203576662 -7.261701 8.790000e-06 3.724380e-04
## 488 Sptssa 0.6402772 -0.029036523 7.239539 9.070000e-06 3.833390e-04
## 489 Ahcyl1 0.9356601 0.187447167 7.235613 9.120000e-06 3.846570e-04
## 490 Tob1 1.1827590 -0.122518098 7.225606 9.250000e-06 3.892760e-04
## 491 Dach1 -1.2180942 -0.016428148 -7.222059 9.290000e-06 3.904140e-04
## 492 Rnf144a -2.1981773 -0.506652131 -7.218047 9.350000e-06 3.915990e-04
## 493 Nebl 2.0592627 1.313288138 7.216984 9.360000e-06 3.915990e-04
## 494 Kif13a -0.8553233 0.197460014 -7.210916 9.440000e-06 3.941380e-04
## 495 Tgfbr3 1.2105366 0.011311942 7.204730 9.520000e-06 3.967620e-04
## 496 Endou -0.8826928 -0.200842127 -7.194831 9.650000e-06 4.014900e-04
## 497 Cald1 -1.5895592 0.074251994 -7.179490 9.860000e-06 4.093960e-04
## 498 Fbln2 -1.9822873 0.400616111 -7.176601 9.900000e-06 4.102340e-04
## 499 Cdc42ep2 -1.3816811 -0.263124943 -7.169391 1.000000e-05 4.132480e-04
## 500 Adamts5 -1.9192924 -0.123492776 -7.167664 1.000000e-05 4.132480e-04
## 501 Slc52a3 1.4810049 0.269735436 7.166427 1.000000e-05 4.132480e-04
## 502 Mb -1.7171237 0.263729063 -7.165690 1.010000e-05 4.132480e-04
## 503 Cnrip1 -1.2396846 -0.143027971 -7.154651 1.020000e-05 4.188770e-04
## 504 Asap3 0.8332254 0.108752281 7.151775 1.030000e-05 4.197400e-04
## 505 Zhx1 0.5367889 0.002616690 7.140218 1.040000e-05 4.256520e-04
## 506 Tspan8 -2.0395716 0.518762405 -7.138228 1.050000e-05 4.256520e-04
## 507 Ncaph 0.8102266 0.280515481 7.137623 1.050000e-05 4.256520e-04
## 508 Cd55 -1.2585362 0.441857713 -7.130721 1.060000e-05 4.289660e-04
## 509 Zfp442 0.6289164 0.138697781 7.128632 1.060000e-05 4.293860e-04
## 510 Skap2 -0.9585752 -0.021902269 -7.121382 1.070000e-05 4.329480e-04
## 511 Hoxb4 -1.1697221 -0.191510323 -7.118472 1.070000e-05 4.338780e-04
## 512 Minos1 0.5380430 -0.092939060 7.101598 1.100000e-05 4.434720e-04
## 513 Spry4 -1.3402904 0.351839129 -7.095089 1.110000e-05 4.466990e-04
## 514 Mical2 -1.1802852 0.619290613 -7.092680 1.110000e-05 4.473510e-04
## 515 Tecrl 1.4409456 0.279454136 7.078398 1.140000e-05 4.555990e-04
## 516 Ifi204 -1.9112759 0.024886691 -7.074021 1.140000e-05 4.575440e-04
## 517 Tpbg 1.0005957 0.238568082 7.071521 1.150000e-05 4.582790e-04
## 518 Myo7a -0.6571930 0.143323708 -7.064769 1.160000e-05 4.617930e-04
## 519 Fam63a 1.1403996 0.173941734 7.062752 1.160000e-05 4.622230e-04
## 520 Scamp5 -0.5922270 0.372168136 -7.060974 1.170000e-05 4.624990e-04
## 521 Hhex 0.8277356 -0.053844514 7.050762 1.180000e-05 4.683490e-04
## 522 Grb7 1.1371352 0.141292480 7.041839 1.200000e-05 4.734040e-04
## 523 Fbln5 -1.8087355 0.489957908 -7.040506 1.200000e-05 4.734040e-04
## 524 Inpp5k 0.7417352 0.263699595 7.036516 1.210000e-05 4.751880e-04
## 525 Tpst1 -0.9295854 0.024512641 -7.024073 1.230000e-05 4.827500e-04
## 526 Daam1 -0.5469234 0.490068046 -7.014847 1.240000e-05 4.882030e-04
## 527 A430072C10Rik 1.3647695 0.252620442 7.007780 1.260000e-05 4.914580e-04
## 528 Efemp2 0.7866735 0.233441796 7.007519 1.260000e-05 4.914580e-04
## 529 Oasl2 1.1346003 -0.125654030 6.997483 1.280000e-05 4.975990e-04
## 530 Myo18a -0.9866570 0.181174153 -6.993185 1.280000e-05 4.997150e-04
## 531 Tnni3 -1.5804001 0.391590938 -6.990768 1.290000e-05 5.004970e-04
## 532 Phxr4 -1.2547679 0.114597545 -6.984168 1.300000e-05 5.042870e-04
## 533 Chst1 -0.9916166 0.376529684 -6.972687 1.320000e-05 5.116660e-04
## 534 Fabp3 -1.6505610 0.190042562 -6.962084 1.340000e-05 5.185130e-04
## 535 Syne2 -0.8645887 -0.145832556 -6.954147 1.360000e-05 5.230020e-04
## 536 Glcci1 1.3605609 0.077862699 6.953450 1.360000e-05 5.230020e-04
## 537 Zswim1 1.4144438 0.153936864 6.952039 1.360000e-05 5.230840e-04
## 538 Pfkp -0.9427482 -0.021125446 -6.937993 1.390000e-05 5.327300e-04
## 539 Cisd1 1.1941109 0.010877738 6.929367 1.410000e-05 5.383630e-04
## 540 Tiam1 0.8203766 -0.066367594 6.927081 1.410000e-05 5.391330e-04
## 541 Figf 2.5392280 0.582660993 6.925395 1.410000e-05 5.392480e-04
## 542 Postn -1.9800983 0.585428338 -6.923715 1.420000e-05 5.392480e-04
## 543 Gpc4 -1.0134381 -0.106068961 -6.923074 1.420000e-05 5.392480e-04
## 544 D030056L22Rik 0.8080389 -0.090973760 6.897397 1.470000e-05 5.584990e-04
## 545 Tmem60 0.7535888 -0.152867411 6.878417 1.510000e-05 5.729280e-04
## 546 Ivns1abp 0.7935873 -0.004269821 6.872028 1.530000e-05 5.769100e-04
## 547 Fgf2 -0.5859693 0.111056171 -6.871076 1.530000e-05 5.769100e-04
## 548 Stom 0.6593231 0.019422342 6.860157 1.550000e-05 5.850050e-04
## 549 Dcn -3.4268267 -0.268142555 -6.855600 1.560000e-05 5.877970e-04
## 550 Stmn1 0.8169131 0.213389556 6.851549 1.570000e-05 5.901730e-04
## 551 Prnp 1.0410868 -0.252253395 6.844039 1.590000e-05 5.947210e-04
## 552 Plxnd1 -1.4831711 -0.102217865 -6.843602 1.590000e-05 5.947210e-04
## 553 Tlr4 -1.4289149 0.339421716 -6.842478 1.590000e-05 5.947210e-04
## 554 Sccpdh 0.7978072 0.080976551 6.835118 1.610000e-05 6.000040e-04
## 555 Snord35b 2.7104006 0.346872610 6.828945 1.630000e-05 6.043000e-04
## 556 Eda2r -0.7244124 0.078088886 -6.804948 1.680000e-05 6.245720e-04
## 557 Atp2b4 -1.8662842 -0.550707957 -6.797911 1.700000e-05 6.298540e-04
## 558 Asph -1.0012558 -0.253823735 -6.795067 1.710000e-05 6.313270e-04
## 559 Nup160 0.6630926 0.158754097 6.787796 1.730000e-05 6.358260e-04
## 560 Asb4 2.5238895 0.642003219 6.787719 1.730000e-05 6.358260e-04
## 561 C1s -0.9271280 0.201032543 -6.785366 1.730000e-05 6.368680e-04
## 562 Mt1 2.2178710 0.052251523 6.776844 1.750000e-05 6.432500e-04
## 563 Ggta1 -1.1481923 0.204420627 -6.774862 1.760000e-05 6.432500e-04
## 564 Ttc12 0.7899755 0.064150655 6.774846 1.760000e-05 6.432500e-04
## 565 Cdc42se1 0.6811924 0.188438733 6.773398 1.760000e-05 6.434670e-04
## 566 Cldn6 0.5868790 0.040529881 6.771206 1.770000e-05 6.438540e-04
## 567 Mlkl -1.5119558 0.015172417 -6.770557 1.770000e-05 6.438540e-04
## 568 Sult1a1 -1.4959982 0.091180603 -6.739475 1.850000e-05 6.722380e-04
## 569 Ap2b1 0.8121430 0.011610225 6.738557 1.850000e-05 6.722380e-04
## 570 Hip1 0.8382696 0.117094486 6.729437 1.880000e-05 6.800590e-04
## 571 Slc46a3 1.6100377 0.244822698 6.717066 1.910000e-05 6.912600e-04
## 572 Itpr3 0.5506697 0.159030722 6.706606 1.940000e-05 7.006980e-04
## 573 Fam13c 1.5049345 -0.033776540 6.702766 1.950000e-05 7.034220e-04
## 574 Galnt1 -0.7574924 0.049972659 -6.699565 1.960000e-05 7.054970e-04
## 575 Fam102b -1.7629199 0.455610434 -6.692444 1.980000e-05 7.116610e-04
## 576 Car14 1.3789976 0.580246707 6.689624 1.990000e-05 7.133690e-04
## 577 Agrn 0.9924072 0.119818147 6.680717 2.020000e-05 7.215010e-04
## 578 Meis1 -1.1746472 0.554501179 -6.678441 2.030000e-05 7.226630e-04
## 579 Cpt1a 0.9598796 0.102105461 6.673235 2.040000e-05 7.247750e-04
## 580 Fut8 1.2998120 0.363817785 6.672843 2.040000e-05 7.247750e-04
## 581 Macf1 0.6852201 0.142854883 6.672107 2.040000e-05 7.247750e-04
## 582 Bend5 0.6819579 0.083760106 6.671759 2.040000e-05 7.247750e-04
## 583 Pcdh17 -2.0914267 -0.051873013 -6.663338 2.070000e-05 7.325410e-04
## 584 Unc45b -0.5065688 -0.076935357 -6.653558 2.100000e-05 7.418830e-04
## 585 Trim16 1.0265202 0.234615895 6.649285 2.110000e-05 7.452880e-04
## 586 Cachd1 1.0923425 0.042211979 6.639810 2.140000e-05 7.544700e-04
## 587 Iqgap1 0.5964467 0.091198348 6.629149 2.180000e-05 7.644260e-04
## 588 Fhl1 -0.7671229 0.056752269 -6.627842 2.180000e-05 7.644260e-04
## 589 Casp6 0.9474683 0.162332217 6.627454 2.180000e-05 7.644260e-04
## 590 Trps1 0.9810747 0.163402654 6.622567 2.200000e-05 7.686530e-04
## 591 Efna3 0.9885437 0.269536112 6.620270 2.210000e-05 7.699570e-04
## 592 Rps6kl1 -0.5315611 0.079564827 -6.605672 2.250000e-05 7.854090e-04
## 593 Cav1 -0.9567264 0.177867827 -6.603610 2.260000e-05 7.857120e-04
## 594 Tbc1d22a -0.8307036 -0.028053729 -6.603130 2.260000e-05 7.857120e-04
## 595 Ppil2 0.5167878 0.007684963 6.598472 2.280000e-05 7.897890e-04
## 596 Ildr2 0.5382069 0.058114592 6.597356 2.280000e-05 7.897890e-04
## 597 Gdap10 1.3992112 0.495302326 6.592581 2.300000e-05 7.940550e-04
## 598 Fam134b 0.9401348 0.100515238 6.580700 2.340000e-05 8.067940e-04
## 599 Abca5 0.6077066 0.150511465 6.575201 2.360000e-05 8.116800e-04
## 600 Dennd4c 0.8315719 0.151755268 6.574372 2.360000e-05 8.116800e-04
## 601 Cldn5 1.5291096 -0.018112946 6.567543 2.390000e-05 8.185750e-04
## 602 Tprkb 1.7521804 0.099110670 6.558130 2.420000e-05 8.287090e-04
## 603 Prss23 2.4124670 0.505961457 6.555995 2.430000e-05 8.299610e-04
## 604 Arhgef7 -0.9810444 0.319581153 -6.553809 2.430000e-05 8.312810e-04
## 605 Sesn1 1.0578489 0.305888237 6.535806 2.500000e-05 8.524090e-04
## 606 Mbnl2 -0.7549499 0.045468775 -6.529915 2.520000e-05 8.584930e-04
## 607 Ccdc91 1.0940146 0.029359723 6.521227 2.550000e-05 8.682370e-04
## 608 Gucy1a2 -0.5579338 0.070765558 -6.510633 2.600000e-05 8.805990e-04
## 609 Fuca2 1.2946119 -0.030095887 6.495364 2.660000e-05 8.994070e-04
## 610 Rnf141 0.8182445 0.500186283 6.485181 2.700000e-05 9.116920e-04
## 611 Sec11c 0.7575280 0.062908363 6.475193 2.740000e-05 9.238920e-04
## 612 Parvb 1.1023674 0.423343403 6.468026 2.770000e-05 9.323250e-04
## 613 Kcnj8 -0.6850658 -0.155027895 -6.460527 2.800000e-05 9.400360e-04
## 614 Wfdc1 1.1382556 0.295883748 6.460343 2.800000e-05 9.400360e-04
## 615 Osbpl9 0.4875555 0.046064187 6.453547 2.830000e-05 9.481110e-04
## 616 Fbxl2 0.4556850 0.032824517 6.446566 2.860000e-05 9.565280e-04
## 617 Gpr124 1.2278150 0.413095377 6.444723 2.860000e-05 9.576220e-04
## 618 Cd38 -1.4982516 -0.076378700 -6.439303 2.890000e-05 9.638750e-04
## 619 Cwc15 0.5460259 0.026006315 6.437577 2.900000e-05 9.648140e-04
## 620 Zdhhc9 0.9178260 0.221006148 6.427149 2.940000e-05 9.784570e-04
## 621 Pak1 1.3962107 0.503392587 6.413582 3.000000e-05 9.970030e-04
## 622 Zadh2 0.4537001 0.094854100 6.407989 3.030000e-05 1.003810e-03
## 623 Atp5h 0.4540141 -0.015173977 6.395774 3.080000e-05 1.020798e-03
## 624 Ap3m1 0.6700862 0.134073274 6.393933 3.090000e-05 1.021993e-03
## 625 Hist1h4d -1.2399578 0.358088303 -6.390771 3.110000e-05 1.024591e-03
## 626 Trim3 -0.5148792 0.110762469 -6.390124 3.110000e-05 1.024591e-03
## 627 Bcl6b -1.3846537 0.012227949 -6.381233 3.150000e-05 1.036760e-03
## 628 Prrg3 -1.2160902 0.119191328 -6.374026 3.190000e-05 1.045752e-03
## 629 Dcbld1 -2.8613815 -0.162059119 -6.373398 3.190000e-05 1.045752e-03
## 630 Ptgs2 3.0743014 0.945192779 6.367455 3.220000e-05 1.053502e-03
## 631 Ptges 1.1106779 0.127472527 6.366015 3.220000e-05 1.054122e-03
## 632 Runx1t1 -1.0305069 0.285626668 -6.363144 3.240000e-05 1.057028e-03
## 633 Msrb2 0.7701742 0.042641069 6.358279 3.260000e-05 1.063145e-03
## 634 Dapk1 1.6371754 1.003910754 6.352240 3.290000e-05 1.071204e-03
## 635 Amot 1.0877881 0.269076001 6.349746 3.300000e-05 1.073558e-03
## 636 Prps2 -1.5910835 -0.311243600 -6.341253 3.350000e-05 1.085732e-03
## 637 Hbegf 1.1368100 0.397043226 6.336160 3.370000e-05 1.091263e-03
## 638 Mtap 0.4804831 0.058426127 6.335824 3.380000e-05 1.091263e-03
## 639 Tmem255a -0.8937613 -0.139389101 -6.325982 3.430000e-05 1.105922e-03
## 640 Atox1 1.2381989 -0.075702730 6.322698 3.440000e-05 1.109706e-03
## 641 Cox7a1 -1.2094582 0.120765627 -6.320960 3.450000e-05 1.110899e-03
## 642 Ssbp1 0.5605893 -0.010533300 6.319153 3.460000e-05 1.112212e-03
## 643 Tab3 0.7712466 0.015265370 6.316835 3.470000e-05 1.114394e-03
## 644 Prg4 -3.1630155 0.838834952 -6.314229 3.490000e-05 1.117071e-03
## 645 Nfat5 0.5363248 -0.018774352 6.309379 3.510000e-05 1.123579e-03
## 646 Rbbp7 0.6899454 0.068879444 6.298420 3.570000e-05 1.140667e-03
## 647 Tmem252 2.6077569 0.249366465 6.296215 3.580000e-05 1.142728e-03
## 648 Ncoa1 0.9907849 0.108300238 6.292098 3.610000e-05 1.148126e-03
## 649 Phpt1 1.0268510 -0.100607871 6.288879 3.620000e-05 1.151843e-03
## 650 Tmem120b -1.5551920 0.022633621 -6.287946 3.630000e-05 1.151843e-03
## 651 Nexn -2.7307544 -0.021327562 -6.283760 3.650000e-05 1.157421e-03
## 652 Ccp110 1.4062260 -0.021805288 6.274961 3.700000e-05 1.171227e-03
## 653 Gm5127 0.9585799 0.127676454 6.260577 3.780000e-05 1.195347e-03
## 654 Cxcl16 -0.8723887 0.493821566 -6.258806 3.790000e-05 1.196746e-03
## 655 Tceal1 1.4908482 0.199246823 6.252625 3.830000e-05 1.206239e-03
## 656 Cyp51 1.1453600 -0.019912275 6.246052 3.870000e-05 1.216543e-03
## 657 Ppard 0.6858954 0.239619285 6.236105 3.930000e-05 1.233286e-03
## 658 Ndel1 -1.4572172 -0.024036600 -6.229708 3.970000e-05 1.243513e-03
## 659 Cdkn2b 0.9001352 0.232791804 6.220756 4.020000e-05 1.258743e-03
## 660 Flna -0.6730172 0.068394090 -6.218469 4.040000e-05 1.261241e-03
## 661 Scoc 0.7573948 0.083478486 6.215426 4.050000e-05 1.265212e-03
## 662 Sdc3 -0.4918216 0.353560381 -6.214005 4.060000e-05 1.266052e-03
## 663 Scd2 1.4493419 -0.120673750 6.211486 4.080000e-05 1.267389e-03
## 664 Ppp3cc 0.7898093 0.014609001 6.211346 4.080000e-05 1.267389e-03
## 665 Prickle3 -0.4561361 0.006671173 -6.201189 4.140000e-05 1.285331e-03
## 666 Gnat3 -0.6986170 0.128211148 -6.185915 4.240000e-05 1.313824e-03
## 667 Samd4 -0.7848970 0.057809923 -6.183565 4.260000e-05 1.316595e-03
## 668 Cops5 0.7501437 -0.075418790 6.163023 4.390000e-05 1.355003e-03
## 669 Rarres1 -1.0559772 0.163502277 -6.162905 4.390000e-05 1.355003e-03
## 670 Gpr126 1.4693363 1.090862909 6.159432 4.420000e-05 1.357340e-03
## 671 Aldh9a1 0.9152142 0.235835744 6.159041 4.420000e-05 1.357340e-03
## 672 St6galnac4 -0.8250348 0.026660856 -6.158877 4.420000e-05 1.357340e-03
## 673 Map3k8 1.1640633 0.498312022 6.157671 4.430000e-05 1.357839e-03
## 674 Atp6v0a1 0.9847533 0.230549752 6.153192 4.460000e-05 1.365203e-03
## 675 Bmpr2 0.6590347 0.239426296 6.142426 4.540000e-05 1.385973e-03
## 676 Fam111a -1.1791217 0.182807915 -6.138870 4.560000e-05 1.391530e-03
## 677 Mtfr1l 0.8373229 0.033811950 6.123348 4.670000e-05 1.423144e-03
## 678 H2-K1 -0.4985447 -0.056575393 -6.120718 4.690000e-05 1.426826e-03
## 679 H2-Q7 -0.6636216 -0.024386913 -6.116927 4.720000e-05 1.432049e-03
## 680 Esyt1 0.6931181 0.011988894 6.116444 4.720000e-05 1.432049e-03
## 681 Sepp1 0.6959823 0.056723156 6.112076 4.750000e-05 1.439628e-03
## 682 Mmp15 -1.4652837 -0.068293388 -6.104853 4.810000e-05 1.453657e-03
## 683 Mob3b 0.8658818 0.096449694 6.098301 4.860000e-05 1.464238e-03
## 684 Nav2 0.4839409 -0.014347745 6.098270 4.860000e-05 1.464238e-03
## 685 Fam69a 1.7693024 0.042927672 6.097216 4.860000e-05 1.464487e-03
## 686 Oxct1 -0.5942213 0.103209301 -6.092489 4.900000e-05 1.473087e-03
## 687 Pcsk5 -0.9179595 0.101789255 -6.083141 4.970000e-05 1.492392e-03
## 688 Acot7 -0.7312229 -0.018970456 -6.080493 4.990000e-05 1.496348e-03
## 689 Mdfic -1.1217362 -0.174684015 -6.070059 5.070000e-05 1.518542e-03
## 690 Cd44 -1.0396956 0.448831465 -6.067994 5.090000e-05 1.521206e-03
## 691 Lpcat1 -0.7165066 0.009614878 -6.065734 5.110000e-05 1.524340e-03
## 692 Enpp2 1.6751688 0.737330407 6.054192 5.200000e-05 1.549655e-03
## 693 Plekhh2 1.4695255 0.604838628 6.052804 5.210000e-05 1.550466e-03
## 694 Slc52a2 0.9235606 0.202259924 6.051994 5.220000e-05 1.550466e-03
## 695 Fam101b -1.0666501 -0.118405086 -6.051070 5.220000e-05 1.550466e-03
## 696 Psma6 0.7346223 -0.080067953 6.045081 5.270000e-05 1.562441e-03
## 697 Tnc -0.4306758 -0.044656943 -6.044271 5.280000e-05 1.562441e-03
## 698 Sh3bp5 -0.7996248 -0.091845830 -6.038961 5.320000e-05 1.573137e-03
## 699 Fam174a 0.7832896 0.133256719 6.035428 5.350000e-05 1.579544e-03
## 700 Ankrd34c 0.4000904 0.017384878 6.028359 5.410000e-05 1.593889e-03
## 701 Ushbp1 -0.8272864 -0.168928749 -6.027783 5.420000e-05 1.593889e-03
## 702 Vwf 1.7620703 0.402418902 6.013965 5.530000e-05 1.626250e-03
## 703 Klra10 -2.2548568 0.508954052 -6.006345 5.600000e-05 1.643346e-03
## 704 H2-Q4 -0.8493649 -0.054082107 -6.003629 5.620000e-05 1.647981e-03
## 705 Nln -0.9765266 0.065859738 -5.998029 5.670000e-05 1.658157e-03
## 706 Slco3a1 -1.2113420 0.003318793 -5.997866 5.680000e-05 1.658157e-03
## 707 Ints9 0.8807942 0.178533428 5.995862 5.690000e-05 1.658612e-03
## 708 Phf10 0.7286142 0.102599843 5.995177 5.700000e-05 1.658612e-03
## 709 Dpt -3.2040615 0.727579584 -5.994975 5.700000e-05 1.658612e-03
## 710 Cd63 -1.9954863 -0.636871407 -5.993447 5.710000e-05 1.660230e-03
## 711 Nrp1 -1.1412315 0.080462585 -5.990170 5.740000e-05 1.666403e-03
## 712 Tbc1d13 1.3111621 0.242171191 5.985509 5.790000e-05 1.676226e-03
## 713 Vwa3a -1.7097236 -0.341441314 -5.971559 5.910000e-05 1.710790e-03
## 714 Cox6a2 -0.7310096 0.107924204 -5.969241 5.940000e-05 1.711592e-03
## 715 Foxc2 -0.8402120 0.049020924 -5.968263 5.940000e-05 1.711592e-03
## 716 Exoc3l -0.9601766 -0.025839077 -5.967996 5.950000e-05 1.711592e-03
## 717 3110035E14Rik -0.9805220 0.058899050 -5.967684 5.950000e-05 1.711592e-03
## 718 Ankrd46 0.5581465 0.157663124 5.962186 6.000000e-05 1.723983e-03
## 719 Pde7b 1.9487085 0.122496781 5.960450 6.020000e-05 1.726273e-03
## 720 Foxp1 0.9040130 0.235514423 5.957997 6.040000e-05 1.730512e-03
## 721 Pcyox1 1.1710483 0.218349870 5.956096 6.060000e-05 1.733266e-03
## 722 Adam22 -0.5795833 0.237829590 -5.953454 6.080000e-05 1.738047e-03
## 723 Cd2ap 0.8355163 0.125036749 5.949714 6.120000e-05 1.744808e-03
## 724 Eps8 1.1645216 0.146768799 5.949212 6.120000e-05 1.744808e-03
## 725 Lama4 -1.2846680 -0.854584853 -5.946980 6.150000e-05 1.748509e-03
## 726 Gja5 -2.4542500 0.057006938 -5.935388 6.260000e-05 1.778147e-03
## 727 Slfn5 -0.5983464 -0.135254732 -5.924972 6.360000e-05 1.804223e-03
## 728 Fxyd6 -0.9839913 0.071833864 -5.924366 6.370000e-05 1.804223e-03
## 729 H2-Q8 -1.0723176 -0.025143559 -5.923325 6.380000e-05 1.804700e-03
## 730 Magoh 0.5695502 -0.021606890 5.921361 6.400000e-05 1.806291e-03
## 731 Mcmbp -0.6411934 0.069289398 -5.921021 6.400000e-05 1.806291e-03
## 732 Tmsb15l 1.0292136 0.137506930 5.912948 6.480000e-05 1.826864e-03
## 733 Lyrm2 0.6690696 0.104807536 5.910109 6.510000e-05 1.832538e-03
## 734 Hist1h4n -1.2633257 0.303546652 -5.909025 6.520000e-05 1.833165e-03
## 735 Pola2 -1.1354450 -0.214074103 -5.906546 6.550000e-05 1.837827e-03
## 736 Pcbp2 0.3411986 -0.002633795 5.899245 6.620000e-05 1.856543e-03
## 737 Ccl27a 0.8755148 0.128594432 5.896282 6.660000e-05 1.862698e-03
## 738 Cgnl1 1.4352262 0.230760559 5.882662 6.800000e-05 1.900537e-03
## 739 Bcl2 -0.8192378 -0.060482438 -5.879717 6.830000e-05 1.906186e-03
## 740 St6galnac2 1.2494377 -0.111677104 5.879065 6.840000e-05 1.906186e-03
## 741 Tbc1d9 -0.5675936 0.212624190 -5.872286 6.910000e-05 1.924087e-03
## 742 Phyh 1.1297593 0.217402008 5.864073 7.000000e-05 1.946574e-03
## 743 Csprs -1.4138035 0.349475683 -5.858454 7.060000e-05 1.960208e-03
## 744 Efnb2 -1.0007095 -0.294522796 -5.857952 7.070000e-05 1.960208e-03
## 745 Hspa2 -1.3742968 -0.322479400 -5.855928 7.090000e-05 1.963850e-03
## 746 Zfp941 0.8538734 0.075861739 5.850400 7.160000e-05 1.978437e-03
## 747 Nme5 0.7192744 0.059024127 5.845817 7.210000e-05 1.987649e-03
## 748 Zyx -1.0582733 0.117244845 -5.845459 7.210000e-05 1.987649e-03
## 749 Pex3 1.0629433 -0.213444266 5.844926 7.220000e-05 1.987649e-03
## 750 Hdac7 -0.4998784 -0.045727694 -5.839930 7.270000e-05 1.998672e-03
## 751 1810062O18Rik 1.8948035 0.167103357 5.839747 7.280000e-05 1.998672e-03
## 752 Fam96a 0.5924200 0.119326843 5.838179 7.290000e-05 1.999686e-03
## 753 Cdkn1c -0.6908404 0.467410974 -5.837747 7.300000e-05 1.999686e-03
## 754 Neurl2 1.8678762 0.310761511 5.835415 7.330000e-05 2.004422e-03
## 755 Ifngr2 -0.7722422 0.106396673 -5.832256 7.360000e-05 2.011808e-03
## 756 C230081A13Rik -0.8663054 -0.152548029 -5.829724 7.390000e-05 2.017222e-03
## 757 Polr2a 0.5441116 0.001407814 5.825494 7.440000e-05 2.028108e-03
## 758 Acvr2a -0.6891467 -0.102891740 -5.823064 7.470000e-05 2.033248e-03
## 759 Smtnl2 -0.4340615 -0.015515994 -5.822162 7.480000e-05 2.033477e-03
## 760 Tspan18 -1.5852356 0.480325027 -5.815618 7.560000e-05 2.049726e-03
## 761 Ube2v2 1.0958309 0.011246425 5.815484 7.560000e-05 2.049726e-03
## 762 Nr3c2 0.8578552 0.045267044 5.813878 7.580000e-05 2.052261e-03
## 763 Ptpre -1.3376215 0.044468913 -5.811048 7.620000e-05 2.058796e-03
## 764 Armc10 0.6325014 0.009298875 5.808847 7.640000e-05 2.063296e-03
## 765 Pln -2.0734027 0.327128291 -5.805940 7.680000e-05 2.070132e-03
## 766 Deptor -0.5321655 -0.083875340 -5.804886 7.690000e-05 2.070890e-03
## 767 Sec61a1 0.6563832 0.087677130 5.802472 7.720000e-05 2.076137e-03
## 768 Rragb 0.4252396 0.042460888 5.791377 7.860000e-05 2.110312e-03
## 769 Igsf9b -0.5744823 0.049873862 -5.777080 8.040000e-05 2.155969e-03
## 770 Mlec -0.7417232 0.081759390 -5.775973 8.050000e-05 2.155969e-03
## 771 Pald1 -0.6194431 0.066612658 -5.775473 8.060000e-05 2.155969e-03
## 772 Soga1 -0.7483888 0.186822956 -5.773257 8.090000e-05 2.160788e-03
## 773 Ifltd1 1.1248690 0.311564251 5.769498 8.140000e-05 2.170950e-03
## 774 Lum -0.5273959 0.097385693 -5.768265 8.150000e-05 2.172408e-03
## 775 Ech1 0.6439660 0.032444320 5.753505 8.350000e-05 2.221258e-03
## 776 Mapk9 0.6855507 0.296048988 5.751015 8.380000e-05 2.227224e-03
## 777 Erh 0.6509457 0.045944555 5.749327 8.400000e-05 2.230357e-03
## 778 Ddah1 2.2459707 0.623673717 5.744006 8.470000e-05 2.246491e-03
## 779 Rnf103 0.9922934 0.192639223 5.737410 8.560000e-05 2.267364e-03
## 780 Prdx2 0.4945418 0.080207730 5.731565 8.640000e-05 2.285629e-03
## 781 Map7 0.9361423 -0.007680610 5.730784 8.650000e-05 2.285629e-03
## 782 Ccdc85a -1.1136802 -0.386772732 -5.721106 8.790000e-05 2.318306e-03
## 783 Rarres2 -1.0791127 0.121908190 -5.719993 8.800000e-05 2.319471e-03
## 784 Ldlrad3 1.5706100 0.310338682 5.717204 8.840000e-05 2.322443e-03
## 785 Apoe 0.8698346 0.374427099 5.716938 8.850000e-05 2.322443e-03
## 786 Ak3 0.6024714 0.102864078 5.716803 8.850000e-05 2.322443e-03
## 787 Fzd6 1.3453589 -0.229432224 5.715755 8.860000e-05 2.323385e-03
## 788 Cysltr1 0.8857311 0.760506351 5.711743 8.920000e-05 2.333407e-03
## 789 Dnajc5b 0.3218869 -0.006744989 5.711481 8.930000e-05 2.333407e-03
## 790 Dtd1 0.7582957 0.010919890 5.710081 8.950000e-05 2.335684e-03
## 791 Arhgef25 -1.5597110 0.328386693 -5.707809 8.980000e-05 2.341231e-03
## 792 Rell1 -0.3754120 -0.079508148 -5.698770 9.110000e-05 2.372386e-03
## 793 Prkaa2 -0.4506602 0.454971152 -5.696658 9.140000e-05 2.377430e-03
## 794 Dpy19l4 0.7346104 0.337821319 5.694167 9.180000e-05 2.383939e-03
## 795 Chst15 -0.8654661 -0.206705667 -5.689674 9.240000e-05 2.398157e-03
## 796 Zfp937 1.2472734 0.145173103 5.686752 9.290000e-05 2.406400e-03
## 797 Anks1 0.5079486 0.205081779 5.684702 9.320000e-05 2.410700e-03
## 798 Serpinb6b 2.2372837 0.894912464 5.683987 9.330000e-05 2.410700e-03
## 799 Fgf13 0.4341191 0.075904241 5.683295 9.340000e-05 2.410700e-03
## 800 Fam212b -0.7734059 0.050837549 -5.677814 9.420000e-05 2.428968e-03
## 801 Prorsd1 0.9945998 0.090974171 5.662361 9.660000e-05 2.485725e-03
## 802 Shank3 -0.9320666 -0.116955056 -5.660734 9.680000e-05 2.485725e-03
## 803 Baz1a -1.1593510 -0.004398793 -5.660659 9.680000e-05 2.485725e-03
## 804 Cacna1a 0.7432564 0.182957586 5.660337 9.690000e-05 2.485725e-03
## 805 Gm16494 0.8957202 0.236361945 5.655369 9.770000e-05 2.502557e-03
## 806 Mum1l1 0.2870909 0.026291593 5.652641 9.810000e-05 2.510445e-03
## 807 Sort1 1.1173178 -0.334459936 5.648697 9.870000e-05 2.520400e-03
## 808 Ubl3 0.4242004 0.016997846 5.648643 9.870000e-05 2.520400e-03
## 809 Oas2 -1.0145345 0.449103173 -5.647285 9.890000e-05 2.521004e-03
## 810 Prkg1 1.1116695 0.176208877 5.646958 9.900000e-05 2.521004e-03
## 811 Rcan2 1.1425555 0.173565067 5.642128 9.980000e-05 2.536563e-03
## 812 Fis1 0.4282894 0.124819757 5.641027 9.990000e-05 2.536563e-03
## 813 Dhrs7c -0.4201368 0.055033844 -5.640843 1.000000e-04 2.536563e-03
## 814 Zfp943 0.7533935 0.096298439 5.639727 1.001570e-04 2.538005e-03
## 815 Car2 1.6099806 -0.334698934 5.634279 1.010400e-04 2.555564e-03
## 816 1700018A04Rik 1.0721709 0.204433472 5.633926 1.010980e-04 2.555564e-03
## 817 Smarca2 0.6933511 0.253259346 5.630862 1.015980e-04 2.562510e-03
## 818 Ncrna00085 -0.9506030 -0.144769953 -5.630724 1.016210e-04 2.562510e-03
## 819 Aldoc 0.6762533 0.035723017 5.626730 1.022770e-04 2.574959e-03
## 820 Amotl2 -0.8098481 0.102324329 -5.626174 1.023690e-04 2.574959e-03
## 821 Tmc8 -0.7732169 0.053988105 -5.625449 1.024890e-04 2.574959e-03
## 822 Zfp354a 1.2591820 0.155594190 5.622189 1.030300e-04 2.585390e-03
## 823 Hist1h4b -1.1625059 0.280799654 -5.614075 1.043880e-04 2.616291e-03
## 824 Dgkh -0.9312461 -0.234814075 -5.609579 1.051490e-04 2.632159e-03
## 825 Tspan15 -1.4570306 -0.061259200 -5.603359 1.062110e-04 2.655521e-03
## 826 Rfk 0.4079293 0.152987785 5.599220 1.069240e-04 2.668611e-03
## 827 Tle1 0.8663189 0.252976731 5.598146 1.071090e-04 2.668611e-03
## 828 Ccdc90b 1.2111316 0.096024197 5.598072 1.071220e-04 2.668611e-03
## 829 Vash1 -0.6599811 0.161878962 -5.594055 1.078200e-04 2.682766e-03
## 830 Meis2 -0.8952598 0.957991920 -5.586201 1.091990e-04 2.713804e-03
## 831 4930506M07Rik -1.2674566 0.928595031 -5.581243 1.100800e-04 2.732385e-03
## 832 Cygb -0.4656836 0.007181357 -5.580354 1.102380e-04 2.733028e-03
## 833 Jmjd8 1.2129106 0.010490099 5.578965 1.104860e-04 2.735899e-03
## 834 Pfkfb3 -1.0800079 -0.187375324 -5.572388 1.116700e-04 2.761889e-03
## 835 Bbs4 0.7917331 -0.081912739 5.560529 1.138380e-04 2.810815e-03
## 836 Tacc2 -0.7724021 -0.036127282 -5.560081 1.139210e-04 2.810815e-03
## 837 Rasgrf2 -2.0588121 0.275631136 -5.551268 1.155620e-04 2.847902e-03
## 838 Col8a1 -1.2164318 -0.027462137 -5.550513 1.157040e-04 2.847993e-03
## 839 Zfp53 -0.5802603 -0.028795877 -5.547596 1.162530e-04 2.855425e-03
## 840 Zfp51 0.5428319 -0.097728730 5.547440 1.162820e-04 2.855425e-03
## 841 Pde5a 0.8969331 0.276155054 5.536874 1.182960e-04 2.900874e-03
## 842 Mrpl22 1.3412894 -0.059530069 5.536107 1.184440e-04 2.900874e-03
## 843 Gstp2 0.4734017 0.423893830 5.535528 1.185550e-04 2.900874e-03
## 844 Pip5k1b 0.6834041 0.053845886 5.531891 1.192580e-04 2.914624e-03
## 845 Tmeff2 -0.6343365 0.575512219 -5.531138 1.194040e-04 2.914739e-03
## 846 Mgst2 1.4910952 0.054035974 5.526122 1.203830e-04 2.935149e-03
## 847 Atrn -0.5207126 0.006253100 -5.523118 1.209730e-04 2.946050e-03
## 848 Ckap5 0.4651871 0.001471075 5.521307 1.213300e-04 2.951259e-03
## 849 Dbi 0.5591923 -0.000237974 5.518904 1.218050e-04 2.959340e-03
## 850 Tarsl2 0.9328483 -0.034704817 5.517863 1.220120e-04 2.960871e-03
## 851 Fdps 0.7298226 -0.048866715 5.516828 1.222180e-04 2.962382e-03
## 852 Hcls1 -1.7060483 0.214330218 -5.512318 1.231190e-04 2.980719e-03
## 853 Thsd7a -0.8995369 0.123767474 -5.509661 1.236530e-04 2.990142e-03
## 854 Plcd1 -0.5474868 -0.040412520 -5.508623 1.238620e-04 2.991696e-03
## 855 Ctnnbip1 -0.9748535 0.182941184 -5.503127 1.249770e-04 3.015084e-03
## 856 Cobl -0.4528756 -0.039054394 -5.500431 1.255270e-04 3.024828e-03
## 857 Tifa 0.8288202 0.095237474 5.493136 1.270300e-04 3.057468e-03
## 858 Tpd52 1.5709770 0.682349914 5.484761 1.287790e-04 3.093254e-03
## 859 Pkhd1l1 -1.1068907 0.268333885 -5.484579 1.288170e-04 3.093254e-03
## 860 Tctex1d2 0.9773865 -0.316564212 5.481410 1.294850e-04 3.105691e-03
## 861 Acin1 -0.4455255 0.074833107 -5.480181 1.297450e-04 3.108313e-03
## 862 Plekhg3 -0.6694064 -0.080037241 -5.473529 1.311630e-04 3.138642e-03
## 863 Arhgef15 -1.0022907 -0.066171545 -5.471495 1.316000e-04 3.145441e-03
## 864 Vangl2 0.5220569 0.049641227 5.467208 1.325260e-04 3.162046e-03
## 865 Maged1 0.9304536 -0.184311994 5.466351 1.327120e-04 3.162046e-03
## 866 Rai14 1.0156126 -0.245961312 5.466153 1.327550e-04 3.162046e-03
## 867 Vps28 0.4834162 0.090883127 5.454715 1.352630e-04 3.218069e-03
## 868 Sub1 0.3367653 -0.072933134 5.450251 1.362550e-04 3.236903e-03
## 869 Chml -0.9730627 -0.071535204 -5.449744 1.363680e-04 3.236903e-03
## 870 Kit -1.7946208 0.539536930 -5.445075 1.374150e-04 3.258005e-03
## 871 Shroom2 0.6032635 0.135975740 5.439175 1.387510e-04 3.285886e-03
## 872 Map1lc3a 0.4712059 0.040747195 5.433011 1.401600e-04 3.315460e-03
## 873 Egfl8 0.7083324 0.082099853 5.425677 1.418570e-04 3.351751e-03
## 874 Cpm -0.8186774 -0.050500585 -5.423685 1.423210e-04 3.357620e-03
## 875 Map4k4 -0.5546999 0.011034011 -5.423217 1.424310e-04 3.357620e-03
## 876 Rgs4 -0.6927333 0.168986478 -5.420349 1.431030e-04 3.369614e-03
## 877 Pdia6 -0.7527857 0.029348692 -5.419557 1.432890e-04 3.370151e-03
## 878 2610305D13Rik -0.8090952 0.040722019 -5.418635 1.435060e-04 3.371416e-03
## 879 Dcp2 0.4280109 0.017330106 5.417034 1.438840e-04 3.376447e-03
## 880 Colec11 -0.4511480 -0.012071387 -5.413387 1.447490e-04 3.392875e-03
## 881 Mpzl1 1.3135713 0.052286530 5.411197 1.452700e-04 3.401240e-03
## 882 Fam78b -1.3773640 0.555852103 -5.405648 1.466010e-04 3.428190e-03
## 883 Abca8b -0.6333920 0.087354247 -5.405015 1.467540e-04 3.428190e-03
## 884 Tpm2 -1.4312286 0.221147660 -5.393575 1.495420e-04 3.487951e-03
## 885 Cd320 0.8299829 -0.000915050 5.393134 1.496500e-04 3.487951e-03
## 886 Pdlim3 -0.8876939 0.107522269 -5.389524 1.505420e-04 3.504773e-03
## 887 Slc26a10 -1.4746977 0.584220597 -5.378906 1.531980e-04 3.562215e-03
## 888 Slc1a5 -0.9490795 -0.061403495 -5.378285 1.533550e-04 3.562215e-03
## 889 1810011O10Rik -1.8751701 -0.179433755 -5.377571 1.535350e-04 3.562398e-03
## 890 Ctsb -0.4946410 0.475412183 -5.373115 1.546670e-04 3.584629e-03
## 891 Hsbp1 0.6452119 -0.004020691 5.371668 1.550360e-04 3.589154e-03
## 892 Cep44 1.0523829 -0.062346202 5.368135 1.559420e-04 3.606079e-03
## 893 Efnb1 -1.2760004 0.341161735 -5.363584 1.571180e-04 3.629186e-03
## 894 B3gnt1 0.8024260 0.067671459 5.362098 1.575030e-04 3.634021e-03
## 895 Arhgap20 1.5078686 0.717777664 5.359929 1.580680e-04 3.642982e-03
## 896 Hoxd8 -1.0801787 -0.438159522 -5.352789 1.599420e-04 3.682059e-03
## 897 Ilk -0.6476593 0.125659373 -5.350376 1.605810e-04 3.692644e-03
## 898 Gopc -1.1451475 0.161895368 -5.348808 1.609970e-04 3.698097e-03
## 899 Acnat1 0.7319233 -0.023769155 5.336524 1.642990e-04 3.769749e-03
## 900 Prrg4 -1.7520030 0.322598681 -5.331347 1.657120e-04 3.793770e-03
## 901 Crtap 0.9706400 0.159119190 5.331340 1.657140e-04 3.793770e-03
## 902 Ints4 0.5832403 -0.045057583 5.328674 1.664470e-04 3.806319e-03
## 903 Aff1 0.6101781 0.022035662 5.322875 1.680520e-04 3.832765e-03
## 904 Ampd3 -1.1400626 -0.066616470 -5.322575 1.681360e-04 3.832765e-03
## 905 Trpt1 0.6981845 0.060823565 5.322485 1.681610e-04 3.832765e-03
## 906 Cxxc4 -0.4424631 0.028212356 -5.318356 1.693150e-04 3.854802e-03
## 907 Sema3f -0.9614271 0.130689494 -5.314767 1.703240e-04 3.873512e-03
## 908 Kcnj2 0.9502635 0.183697068 5.312031 1.710980e-04 3.886824e-03
## 909 Wars -1.1502333 0.166727768 -5.309400 1.718450e-04 3.899513e-03
## 910 Fez2 -0.9216639 0.063362645 -5.308045 1.722320e-04 3.903990e-03
## 911 Ppm1j -0.8154987 -0.021654191 -5.302268 1.738900e-04 3.937236e-03
## 912 Myh6 -1.6087011 0.302728467 -5.299649 1.746470e-04 3.950042e-03
## 913 Flot2 -0.5226118 -0.075972080 -5.295292 1.759140e-04 3.974343e-03
## 914 Fam126a -0.4086994 -0.080176354 -5.292390 1.767630e-04 3.989159e-03
## 915 Sft2d2 0.5931816 -0.161448033 5.290027 1.774580e-04 4.000462e-03
## 916 Akr1e1 0.7668371 0.275945350 5.287093 1.783240e-04 4.014859e-03
## 917 Trim30d -0.8738353 -0.071380651 -5.286548 1.784860e-04 4.014859e-03
## 918 Ifit2 -0.9814588 -0.135620279 -5.284096 1.792140e-04 4.026854e-03
## 919 Arap1 -0.3623889 0.241371505 -5.278819 1.807920e-04 4.057807e-03
## 920 As3mt 1.0911878 -0.076127088 5.278177 1.809850e-04 4.057807e-03
## 921 Plin2 -0.6068227 0.274075249 -5.277301 1.812490e-04 4.059309e-03
## 922 Sbspon 0.6217103 0.100282158 5.273795 1.823080e-04 4.078606e-03
## 923 Hprt 0.6275924 0.175647735 5.262831 1.856630e-04 4.149161e-03
## 924 Snx5 0.7463156 0.295930797 5.261909 1.859480e-04 4.151031e-03
## 925 Kdm3a 0.6713225 -0.006543861 5.260243 1.864640e-04 4.155508e-03
## 926 Tspan2 -1.6359717 0.314246018 -5.259962 1.865520e-04 4.155508e-03
## 927 Cerkl 0.8624001 0.096475630 5.257491 1.873210e-04 4.168141e-03
## 928 Fes -0.3553155 0.090226872 -5.253656 1.885210e-04 4.190316e-03
## 929 Ift81 0.9475277 -0.057060402 5.251938 1.890610e-04 4.197797e-03
## 930 Foxo1 0.5687106 -0.016441476 5.249130 1.899470e-04 4.211483e-03
## 931 1110012L19Rik 1.5538569 0.098542137 5.248122 1.902660e-04 4.211483e-03
## 932 Fahd2a 0.6383133 -0.028115145 5.248049 1.902900e-04 4.211483e-03
## 933 Frk -0.6758771 0.045959249 -5.245295 1.911650e-04 4.226313e-03
## 934 Dchs1 -0.9529726 -0.022889769 -5.239606 1.929860e-04 4.262015e-03
## 935 Hdx -0.6916482 0.322030163 -5.236237 1.940730e-04 4.277825e-03
## 936 Zfp715 -1.0408712 0.140451976 -5.236103 1.941170e-04 4.277825e-03
## 937 Ptger4 -1.0537890 -0.237352787 -5.234469 1.946460e-04 4.284919e-03
## 938 Mrpl41 0.6655003 -0.006762694 5.229588 1.962380e-04 4.315349e-03
## 939 Nipal2 0.4194879 0.474239578 5.223826 1.981340e-04 4.347846e-03
## 940 Rgs12 0.8108842 0.477967395 5.223816 1.981370e-04 4.347846e-03
## 941 Prickle2 -0.4355170 0.271300327 -5.219187 1.996750e-04 4.376928e-03
## 942 Stard10 1.0971643 0.021671899 5.207561 2.035910e-04 4.458042e-03
## 943 Pdgfra -0.5362066 0.081792578 -5.205004 2.044640e-04 4.472396e-03
## 944 Vti1b 0.4488297 0.111263021 5.201476 2.056730e-04 4.494095e-03
## 945 Mfhas1 0.5093082 0.259516144 5.194206 2.081900e-04 4.539583e-03
## 946 Atp8b1 -2.1074006 -0.009378303 -5.194000 2.082620e-04 4.539583e-03
## 947 Hmbox1 0.6953754 0.351664356 5.193560 2.084150e-04 4.539583e-03
## 948 Klk8 -0.8917271 0.072145686 -5.190993 2.093130e-04 4.554322e-03
## 949 Ephb1 -0.9398894 -0.054783202 -5.188969 2.100230e-04 4.561257e-03
## 950 Cyth3 0.7799272 0.382853124 5.188825 2.100740e-04 4.561257e-03
## 951 Cyp2j6 -0.9309146 -0.059226731 -5.176509 2.144530e-04 4.651435e-03
## 952 Aldh2 0.6431422 0.144413758 5.174969 2.150070e-04 4.656870e-03
## 953 Eps8l3 0.5024523 0.053148268 5.174559 2.151550e-04 4.656870e-03
## 954 Thsd1 0.9300763 0.027199428 5.172568 2.158740e-04 4.667541e-03
## 955 Neurl1b -0.5717932 -0.063204240 -5.166100 2.182280e-04 4.713504e-03
## 956 Fkbp2 0.6384026 0.101823999 5.162154 2.196780e-04 4.735055e-03
## 957 Pkig 0.5947590 0.088958964 5.161826 2.197990e-04 4.735055e-03
## 958 Itgbl1 -0.4521872 0.006801986 -5.161512 2.199150e-04 4.735055e-03
## 959 Igfbp5 -1.3866765 -0.220825510 -5.160328 2.203520e-04 4.739526e-03
## 960 H2afz 0.3138688 0.084870370 5.155737 2.220570e-04 4.771212e-03
## 961 Dennd5b -1.0321340 -0.121624698 -5.154173 2.226400e-04 4.778776e-03
## 962 1110058L19Rik 0.8611056 0.017336082 5.151472 2.236530e-04 4.790587e-03
## 963 Phyhipl 0.4717499 -0.124505870 5.151026 2.238200e-04 4.790587e-03
## 964 Ick 0.4702803 -0.082862951 5.150847 2.238870e-04 4.790587e-03
## 965 Eif4e3 -1.0691226 -0.165771548 -5.149845 2.242650e-04 4.793686e-03
## 966 Arhgef26 -0.6498906 0.639143459 -5.145804 2.257930e-04 4.821348e-03
## 967 Mlh3 1.0769990 0.036873501 5.143589 2.266340e-04 4.834317e-03
## 968 Sfxn1 -0.8271473 -0.124896489 -5.135923 2.295740e-04 4.891964e-03
## 969 0610007P14Rik 1.0188243 -0.043852680 5.133785 2.304010e-04 4.904514e-03
## 970 Tmem176a 0.6404734 0.460044800 5.122284 2.349030e-04 4.995199e-03
## 971 Mpp3 -0.3957578 0.020115249 -5.117873 2.366540e-04 5.027259e-03
## 972 Mast2 0.3355945 -0.027634844 5.115126 2.377520e-04 5.045375e-03
## 973 Lca5 -0.6816800 -0.174816385 -5.113752 2.383030e-04 5.048238e-03
## 974 Gabrb2 -0.2803297 0.048712800 -5.113569 2.383760e-04 5.048238e-03
## 975 Arl4a 1.5342576 0.320631278 5.106348 2.412940e-04 5.102992e-03
## 976 Inpp5a -0.8953969 0.108589683 -5.105950 2.414560e-04 5.102992e-03
## 977 Oat -0.9789529 -0.187497331 -5.103747 2.423550e-04 5.116738e-03
## 978 Tmed4 0.8893716 0.111787924 5.098720 2.444180e-04 5.155023e-03
## 979 Slc5a6 0.6014417 0.060680803 5.096724 2.452430e-04 5.167130e-03
## 980 Tcf7l1 -0.8029698 0.029028862 -5.093641 2.465220e-04 5.187257e-03
## 981 Zfp69 -1.1257086 -0.115158079 -5.093139 2.467310e-04 5.187257e-03
## 982 Fam63b 0.5491709 0.028716518 5.092606 2.469520e-04 5.187257e-03
## 983 Gm6233 0.9809747 0.136102800 5.090863 2.476800e-04 5.189456e-03
## 984 Prkcb 2.0486665 0.561758997 5.090760 2.477230e-04 5.189456e-03
## 985 Zfp710 -0.6097582 0.170234742 -5.090548 2.478120e-04 5.189456e-03
## 986 Agpat1 0.7000593 0.073343759 5.086296 2.495970e-04 5.221534e-03
## 987 Mpnd 0.5220995 0.068378767 5.080786 2.519300e-04 5.265014e-03
## 988 Tbce 0.6418041 -0.048009046 5.071819 2.557770e-04 5.339984e-03
## 989 Snapc5 0.6548818 0.041658148 5.056450 2.625130e-04 5.475086e-03
## 990 Slc15a3 -0.5291812 0.701505204 -5.049620 2.655660e-04 5.529771e-03
## 991 Npdc1 -0.4280022 0.065690008 -5.049387 2.656710e-04 5.529771e-03
## 992 Gm13306 0.7348015 0.043357244 5.048122 2.662410e-04 5.534705e-03
## 993 Trdn -0.2894548 0.030974063 -5.047670 2.664450e-04 5.534705e-03
## 994 Skp1a 0.5760787 0.046487808 5.046417 2.670110e-04 5.540877e-03
## 995 Eci2 0.7986704 0.101007302 5.045457 2.674460e-04 5.544322e-03
## 996 Clcn7 0.9289438 0.167784024 5.042926 2.685950e-04 5.556731e-03
## 997 Rcbtb1 0.7856827 0.087873366 5.042389 2.688390e-04 5.556731e-03
## 998 Chst2 0.6863279 -0.029921218 5.042360 2.688520e-04 5.556731e-03
## 999 Dmap1 0.3890519 0.053828462 5.033667 2.728440e-04 5.632905e-03
## 1000 Foxf1 0.4227870 0.608883954 5.033147 2.730840e-04 5.632905e-03
## 1001 Ap3s1 0.6441039 0.001109040 5.028995 2.750140e-04 5.665717e-03
## 1002 Cd164 0.4820687 0.039958125 5.028545 2.752240e-04 5.665717e-03
## 1003 Cep70 0.8939648 -0.023854254 5.023056 2.777990e-04 5.713030e-03
## 1004 Zfp286 0.4025596 -0.041101201 5.019148 2.796480e-04 5.745325e-03
## 1005 Ppap2a -1.1172784 0.022382034 -5.015053 2.815990e-04 5.779650e-03
## 1006 Rny1 -1.1756032 0.189231360 -5.008848 2.845830e-04 5.835084e-03
## 1007 Ndufa9 0.4188652 0.055316478 5.006036 2.859460e-04 5.857211e-03
## 1008 Armcx5 0.5362614 0.141914877 4.999929 2.889300e-04 5.912461e-03
## 1009 Atp13a5 0.3757767 0.035560528 4.998287 2.897380e-04 5.923115e-03
## 1010 Plac9a -1.5133195 -0.102655760 -4.995292 2.912180e-04 5.947470e-03
## 1011 Acox1 0.7434649 0.047284793 4.991343 2.931810e-04 5.969057e-03
## 1012 2610301B20Rik 0.7862089 -0.194226739 4.990869 2.934170e-04 5.969057e-03
## 1013 Efr3b 0.7402992 0.050895909 4.990845 2.934290e-04 5.969057e-03
## 1014 Rapgef3 -0.7736624 -0.069945342 -4.990839 2.934320e-04 5.969057e-03
## 1015 Mkl2 1.1871092 0.000712997 4.988312 2.946970e-04 5.985067e-03
## 1016 Anapc13 0.7504336 -0.029823431 4.987647 2.950300e-04 5.985067e-03
## 1017 Arhgef6 -0.8665290 0.074690118 -4.987529 2.950900e-04 5.985067e-03
## 1018 Limk1 0.4970490 0.129741986 4.985080 2.963220e-04 6.000744e-03
## 1019 Fam115a 0.7116467 0.029743987 4.984838 2.964440e-04 6.000744e-03
## 1020 Lamc1 -0.9131959 -0.335664976 -4.979864 2.989660e-04 6.045850e-03
## 1021 Cox6b1 0.3304005 -0.005243874 4.977412 3.002170e-04 6.062453e-03
## 1022 Schip1 -0.9067536 -0.032818124 -4.977104 3.003750e-04 6.062453e-03
## 1023 Msmp -0.9788823 -0.102662566 -4.976044 3.009170e-04 6.067469e-03
## 1024 Tet1 0.9962682 -0.135257316 4.971879 3.030600e-04 6.103879e-03
## 1025 Hmgb3 -0.5725218 -0.016990884 -4.971386 3.033150e-04 6.103879e-03
## 1026 Tec 0.8492222 -0.061841080 4.967936 3.051040e-04 6.133898e-03
## 1027 Slc25a20 1.1405578 0.007602153 4.965093 3.065860e-04 6.157696e-03
## 1028 Adam23 -1.0844037 0.931714281 -4.962754 3.078110e-04 6.176291e-03
## 1029 Rbm20 0.4503695 0.016616852 4.961012 3.087270e-04 6.188645e-03
## 1030 Ern1 0.7331847 0.413045159 4.958776 3.099070e-04 6.206266e-03
## 1031 Tceb1 0.4089266 0.007327588 4.953630 3.126400e-04 6.254930e-03
## 1032 Hrh2 -0.3586133 0.017470582 -4.950553 3.142860e-04 6.281766e-03
## 1033 Zfp423 1.0518942 -0.036650656 4.949716 3.147360e-04 6.284661e-03
## 1034 Il18 0.8877106 0.897204755 4.948150 3.155780e-04 6.295390e-03
## 1035 Gm8985 2.1574828 0.406371496 4.944862 3.173550e-04 6.324715e-03
## 1036 Lmbrd1 0.6021261 0.163847283 4.940801 3.195640e-04 6.362593e-03
## 1037 Cetn3 0.3482974 0.043524170 4.934285 3.231420e-04 6.424861e-03
## 1038 Dph6 0.7683107 0.277291392 4.933660 3.234880e-04 6.424861e-03
## 1039 Gpr146 0.7235158 0.396948023 4.933410 3.236260e-04 6.424861e-03
## 1040 Rictor 0.4855976 0.082200558 4.930214 3.253990e-04 6.453853e-03
## 1041 Tnfsf9 -0.6839906 0.219681105 -4.925629 3.279600e-04 6.498398e-03
## 1042 Dst -0.9919195 0.477826311 -4.923785 3.289970e-04 6.512678e-03
## 1043 Utrn 0.6515582 -0.002950665 4.916038 3.333870e-04 6.593261e-03
## 1044 Ppm1l 0.6600464 -0.117061329 4.915210 3.338590e-04 6.596280e-03
## 1045 4930522L14Rik 0.9599787 0.046325937 4.912060 3.356650e-04 6.625603e-03
## 1046 Adam19 -1.2154123 -0.149198784 -4.899395 3.430270e-04 6.764457e-03
## 1047 Ube2e1 0.6603882 0.083752156 4.896504 3.447320e-04 6.791574e-03
## 1048 Mdm4 -0.5209411 0.038329569 -4.892907 3.468640e-04 6.827065e-03
## 1049 Cnnm2 0.9386960 -0.033921100 4.892261 3.472480e-04 6.828116e-03
## 1050 Etv5 -0.7250459 0.272994048 -4.887347 3.501880e-04 6.879357e-03
## 1051 Tgfb3 -1.6543120 0.388340504 -4.886565 3.506580e-04 6.880748e-03
## 1052 Rybp 0.7918656 0.144874351 4.886120 3.509260e-04 6.880748e-03
## 1053 Zfp551 0.6004542 0.035971195 4.881504 3.537160e-04 6.925905e-03
## 1054 Ercc5 0.7445968 0.005094396 4.881201 3.539000e-04 6.925905e-03
## 1055 Egln1 -0.5128686 0.155464363 -4.879689 3.548200e-04 6.937316e-03
## 1056 Lsmd1 0.5471910 -0.075644430 4.874909 3.577440e-04 6.987869e-03
## 1057 Bcap29 1.1954921 -0.043749555 4.873712 3.584800e-04 6.995618e-03
## 1058 Abca8a -1.0566883 0.226944355 -4.872072 3.594910e-04 7.008723e-03
## 1059 2010015L04Rik -0.7692916 0.035101158 -4.870118 3.607000e-04 7.021118e-03
## 1060 Ptgs1 -1.0167608 0.135222474 -4.869944 3.608080e-04 7.021118e-03
## 1061 Trappc5 0.4068362 0.018246969 4.868833 3.614970e-04 7.025050e-03
## 1062 Cbr1 0.5566335 0.124629434 4.868521 3.616910e-04 7.025050e-03
## 1063 Slc20a1 -1.0815778 0.024454275 -4.863922 3.645600e-04 7.074119e-03
## 1064 Sobp 0.7320054 0.131920021 4.859901 3.670900e-04 7.116501e-03
## 1065 Cmtm3 -1.0451446 0.194615140 -4.857781 3.684300e-04 7.135779e-03
## 1066 Fryl 0.7302791 -0.194351326 4.856392 3.693110e-04 7.146131e-03
## 1067 Plat 1.6281646 0.158962535 4.840810 3.793470e-04 7.325758e-03
## 1068 3830403N18Rik 0.9606525 0.686762014 4.840799 3.793550e-04 7.325758e-03
## 1069 Rgs10 -0.8708354 0.348360415 -4.839795 3.800110e-04 7.325758e-03
## 1070 Mettl4 0.6727136 0.004858240 4.839789 3.800150e-04 7.325758e-03
## 1071 Fam214a 0.7360164 -0.073162589 4.834283 3.836360e-04 7.388656e-03
## 1072 Syn2 -0.5658542 -0.042969957 -4.831117 3.857340e-04 7.419509e-03
## 1073 Tmem173 -1.3784149 0.011470231 -4.830782 3.859570e-04 7.419509e-03
## 1074 A630001G21Rik -0.7984341 0.214389227 -4.828709 3.873380e-04 7.439119e-03
## 1075 Olfr322 0.3915397 -0.025327968 4.823197 3.910360e-04 7.503158e-03
## 1076 Mad2l2 0.6079372 0.030568188 4.820336 3.929690e-04 7.533253e-03
## 1077 Atp6v1a 0.6504485 0.153822141 4.817680 3.947740e-04 7.557542e-03
## 1078 Lipe -0.6772464 -0.015591989 -4.817393 3.949690e-04 7.557542e-03
## 1079 Nos1 0.4966184 0.039163493 4.807181 4.019910e-04 7.683347e-03
## 1080 Nos2 -0.7167468 0.085885050 -4.806752 4.022890e-04 7.683347e-03
## 1081 Etfa 0.6383257 0.033560370 4.805740 4.029920e-04 7.684983e-03
## 1082 Eid2b 0.8636460 0.056988401 4.805557 4.031200e-04 7.684983e-03
## 1083 Strip1 0.7897655 0.127084192 4.800249 4.068320e-04 7.745711e-03
## 1084 Gm13154 -0.5452052 0.022948041 -4.799930 4.070560e-04 7.745711e-03
## 1085 Ube2g1 0.5678616 0.079800287 4.798006 4.084110e-04 7.764332e-03
## 1086 Cma2 -0.2279916 0.015821267 -4.792269 4.124800e-04 7.834469e-03
## 1087 Stxbp6 0.8496854 0.327336794 4.790065 4.140540e-04 7.857131e-03
## 1088 Edem3 0.4424082 -0.004381244 4.788600 4.151040e-04 7.869812e-03
## 1089 Zfp52 1.2539740 0.242772364 4.787699 4.157520e-04 7.874850e-03
## 1090 Eps8l2 0.6975885 0.119274241 4.784943 4.177380e-04 7.905205e-03
## 1091 E2f7 -0.5010296 0.027264626 -4.784150 4.183110e-04 7.908795e-03
## 1092 Creb3l1 -0.4889833 0.104393990 -4.782225 4.197060e-04 7.927904e-03
## 1093 Wipi1 0.7034265 0.010869248 4.780161 4.212070e-04 7.948982e-03
## 1094 Cdc14b 0.6517828 -0.060933367 4.777710 4.229970e-04 7.975466e-03
## 1095 Cuedc2 0.3183462 0.027455551 4.776029 4.242290e-04 7.991386e-03
## 1096 Amotl1 -0.7736098 0.064551388 -4.772375 4.269200e-04 8.033337e-03
## 1097 Mical1 0.3486104 0.037827239 4.771949 4.272350e-04 8.033337e-03
## 1098 Prkd1 -1.5052004 -0.293175545 -4.768982 4.294350e-04 8.067355e-03
## 1099 Fbxl6 0.5215595 0.075599732 4.767466 4.305640e-04 8.081202e-03
## 1100 Saal1 -0.3553033 -0.046610483 -4.764368 4.328800e-04 8.117293e-03
## 1101 Mtpap 0.9192247 0.091078059 4.759554 4.365050e-04 8.173453e-03
## 1102 Pdzd2 -0.7884893 -0.280040925 -4.759339 4.366680e-04 8.173453e-03
## 1103 Marcksl1 -1.0333719 -0.119484744 -4.758454 4.373380e-04 8.178572e-03
## 1104 Pnpla6 0.8906838 0.107159010 4.753488 4.411180e-04 8.241791e-03
## 1105 Lrrc36 -0.6211894 -0.055800407 -4.747743 4.455340e-04 8.314650e-03
## 1106 Yae1d1 0.5597754 0.212159815 4.747368 4.458240e-04 8.314650e-03
## 1107 Murc 1.6012508 0.674461394 4.744204 4.482770e-04 8.352852e-03
## 1108 Ptp4a3 -0.6424650 -0.057626343 -4.739047 4.523060e-04 8.420318e-03
## 1109 Nrm -0.5294858 0.084603643 -4.737875 4.532270e-04 8.427770e-03
## 1110 Abhd6 0.7244898 -0.087649507 4.737498 4.535230e-04 8.427770e-03
## 1111 Lcmt1 0.6846088 0.040813476 4.730739 4.588760e-04 8.519567e-03
## 1112 Gm7609 -1.8921999 0.644948339 -4.725460 4.631020e-04 8.590299e-03
## 1113 Itga3 0.6590656 0.254897413 4.723021 4.650690e-04 8.619034e-03
## 1114 Bgn -1.5797421 -0.326601125 -4.720782 4.668820e-04 8.644862e-03
## 1115 Tspan6 -1.4451890 -0.117514931 -4.719892 4.676050e-04 8.650483e-03
## 1116 Tab2 0.5390739 0.108636032 4.718120 4.690470e-04 8.663937e-03
## 1117 Cmtm6 0.4356000 -0.044939107 4.717966 4.691720e-04 8.663937e-03
## 1118 Dnm2 0.3509938 0.047277705 4.714010 4.724100e-04 8.715920e-03
## 1119 Atp1a1 0.6178691 0.255326206 4.712554 4.736080e-04 8.730210e-03
## 1120 Fam217a 1.0490904 0.074420989 4.710068 4.756590e-04 8.760195e-03
## 1121 Enah -0.8317531 -0.212266805 -4.708383 4.770550e-04 8.778068e-03
## 1122 Flrt2 2.2089913 0.387176829 4.706124 4.789340e-04 8.804788e-03
## 1123 Tcf4 -0.6364978 -0.283046593 -4.703722 4.809390e-04 8.833778e-03
## 1124 Prr13 -1.0070279 0.079157548 -4.699689 4.843270e-04 8.888083e-03
## 1125 Gna13 0.3711599 0.183792081 4.697663 4.860370e-04 8.911549e-03
## 1126 Ift74 0.7285776 -0.111132306 4.696628 4.869140e-04 8.916887e-03
## 1127 Lyn -0.7283980 0.109701351 -4.696299 4.871930e-04 8.916887e-03
## 1128 Scmh1 0.5816759 0.029808776 4.693573 4.895110e-04 8.951360e-03
## 1129 Lurap1 0.5683045 0.091787149 4.687611 4.946200e-04 9.036787e-03
## 1130 Car4 0.6921409 -1.507849822 4.682375 4.991530e-04 9.111535e-03
## 1131 Rgp1 -0.9459502 0.168403945 -4.680658 5.006490e-04 9.121830e-03
## 1132 Hmgn5 1.1643025 0.137913004 4.680404 5.008710e-04 9.121830e-03
## 1133 Msantd3 0.3560859 -0.213171226 4.679706 5.014810e-04 9.121830e-03
## 1134 Zfp354b 0.7227799 0.171734683 4.679700 5.014860e-04 9.121830e-03
## 1135 4930550C14Rik 1.0414410 0.065666360 4.676259 5.045040e-04 9.168633e-03
## 1136 Sra1 0.5567935 -0.026987415 4.675576 5.051050e-04 9.171471e-03
## 1137 4921524J17Rik 0.4487516 0.009889254 4.671884 5.083670e-04 9.222590e-03
## 1138 Eef1a2 -0.4876466 0.086315980 -4.668807 5.111040e-04 9.264089e-03
## 1139 Lrba 0.4892743 -0.128656257 4.666833 5.128670e-04 9.287888e-03
## 1140 Sulf1 -1.8682084 0.029905511 -4.665098 5.144220e-04 9.307871e-03
## 1141 Nf1 -0.7011862 0.134384602 -4.662982 5.163250e-04 9.334122e-03
## 1142 Ctsf 0.5596382 0.324941638 4.660558 5.185140e-04 9.365484e-03
## 1143 Dbn1 -0.3198132 0.010985819 -4.658878 5.200370e-04 9.384780e-03
## 1144 H3f3a 0.3994539 -0.014366312 4.657257 5.215100e-04 9.403144e-03
## 1145 Mlph 0.3636092 0.014795462 4.649896 5.282580e-04 9.516487e-03
## 1146 Gnptab 0.4735567 -0.024597645 4.648525 5.295250e-04 9.530991e-03
## 1147 Psmb4 0.4425427 0.024948501 4.644456 5.333040e-04 9.590634e-03
## 1148 Zic1 0.2437727 0.018079408 4.643882 5.338380e-04 9.591884e-03
## 1149 Pawr -1.3423915 -0.065196575 -4.641441 5.361210e-04 9.624516e-03
## 1150 Eftud2 0.6226301 0.143442981 4.639998 5.374750e-04 9.640435e-03
## 1151 Atad2 -0.6929998 0.140988983 -4.637984 5.393710e-04 9.666042e-03
## 1152 Sh3pxd2a -0.7520401 0.277663360 -4.635987 5.412580e-04 9.684906e-03
## 1153 Rab6b -0.6097520 0.160757257 -4.635876 5.413630e-04 9.684906e-03
## 1154 Arap2 1.0662260 0.344190637 4.634175 5.429760e-04 9.705349e-03
## 1155 Chka 1.4240635 -0.036035153 4.632667 5.444100e-04 9.722546e-03
## 1156 Gm614 -1.5591947 -0.150198137 -4.631973 5.450710e-04 9.725938e-03
## 1157 Pphln1 0.5788218 0.275068536 4.631459 5.455620e-04 9.726272e-03
## 1158 Mylpf 1.0616846 0.092417368 4.628792 5.481140e-04 9.763334e-03
## 1159 Fam217b -0.8127143 -0.010356872 -4.627478 5.493750e-04 9.777354e-03
## 1160 Alg2 0.8842899 -0.047392272 4.624261 5.524770e-04 9.824082e-03
## 1161 G6pd2 0.4299474 0.072973727 4.622989 5.537080e-04 9.837505e-03
## 1162 Ddah2 -0.8367764 0.193129125 -4.621419 5.552320e-04 9.856082e-03
## 1163 Sec61g -0.5924765 -0.073497310 -4.619809 5.567990e-04 9.875408e-03
## 1164 Osbpl2 0.6758105 0.180680659 4.612113 5.643550e-04 1.000082e-02
## 1165 Top2a -0.5110453 0.047066444 -4.610109 5.663400e-04 1.002738e-02
## 1166 Arl6ip5 0.8256966 0.147219973 4.601732 5.747150e-04 1.016694e-02
## 1167 Mob1a 0.4706573 0.110482405 4.599326 5.771450e-04 1.019642e-02
## 1168 Odf2 -0.4835250 -0.076998776 -4.598914 5.775630e-04 1.019642e-02
## 1169 Ephb4 -0.8022917 0.046949576 -4.598616 5.778650e-04 1.019642e-02
## 1170 Lynx1 1.0066724 0.064406997 4.593930 5.826330e-04 1.027177e-02
## 1171 Dek 0.3607880 0.058735656 4.586634 5.901400e-04 1.039524e-02
## 1172 Il17rd 0.8236271 0.307008678 4.585457 5.913600e-04 1.040274e-02
## 1173 Prpf38b -0.3762948 0.044386545 -4.585250 5.915750e-04 1.040274e-02
## 1174 Calm2 -0.2896489 -0.025039291 -4.583478 5.934180e-04 1.042627e-02
## 1175 Pih1d1 0.4086444 -0.040824415 4.582049 5.949090e-04 1.044356e-02
## 1176 Sox7 -0.8235981 0.260327535 -4.579709 5.973580e-04 1.047697e-02
## 1177 Snx25 -0.9206327 0.162979919 -4.579210 5.978820e-04 1.047697e-02
## 1178 Ctps2 0.5610990 -0.006821124 4.578777 5.983360e-04 1.047697e-02
## 1179 Gpr160 0.7896423 0.019100664 4.577432 5.997510e-04 1.049134e-02
## 1180 Megf6 0.2414265 0.052529047 4.577031 6.001740e-04 1.049134e-02
## 1181 4430402I18Rik 1.0723607 -0.059971618 4.575044 6.022720e-04 1.051911e-02
## 1182 Tmem218 1.5450686 -0.231169985 4.568392 6.093520e-04 1.063376e-02
## 1183 Lpin3 -0.4351219 -0.038076368 -4.564484 6.135530e-04 1.069801e-02
## 1184 Hdac1 0.5582671 -0.025471593 4.563137 6.150070e-04 1.070499e-02
## 1185 Tma7 0.4519242 -0.017687321 4.562684 6.154970e-04 1.070499e-02
## 1186 Grn -0.5220210 0.273672170 -4.562605 6.155820e-04 1.070499e-02
## 1187 Cat 0.6619803 0.155073612 4.562193 6.160280e-04 1.070499e-02
## 1188 Slc25a11 0.8191396 0.039013223 4.558570 6.199650e-04 1.076433e-02
## 1189 Sos1 0.6901445 0.065958595 4.556680 6.220300e-04 1.079109e-02
## 1190 Mfap5 -0.8768981 0.087928708 -4.553584 6.254270e-04 1.084091e-02
## 1191 Auts2 -0.7827738 0.281459775 -4.552281 6.268620e-04 1.085667e-02
## 1192 Ptpn9 -0.4899595 -0.012200769 -4.549761 6.296480e-04 1.089576e-02
## 1193 Capg 0.7958338 0.026397738 4.546528 6.332410e-04 1.094876e-02
## 1194 Usp11 0.5262775 0.103255304 4.544574 6.354230e-04 1.096680e-02
## 1195 Cd9 -0.7653465 0.000982381 -4.544553 6.354460e-04 1.096680e-02
## 1196 Fam43a -0.9264766 0.113877519 -4.544165 6.358800e-04 1.096680e-02
## 1197 Jmy 0.8235245 0.206382911 4.543175 6.369900e-04 1.096829e-02
## 1198 Phc1 0.7806199 -0.024660395 4.543139 6.370300e-04 1.096829e-02
## 1199 Lims2 -0.8359992 0.008033945 -4.542347 6.379190e-04 1.097445e-02
## 1200 Exosc3 0.3593362 -0.035015902 4.540816 6.396410e-04 1.099490e-02
## 1201 1700019G17Rik 0.5730945 0.074575742 4.540315 6.402060e-04 1.099544e-02
## 1202 Odf3b 0.4939910 -0.004428326 4.539445 6.411870e-04 1.100313e-02
## 1203 Snapc1 0.7847686 0.095874880 4.538710 6.420180e-04 1.100823e-02
## 1204 Tbc1d30 0.4040445 0.250438405 4.537928 6.429030e-04 1.101425e-02
## 1205 C030046E11Rik -0.9215059 0.089976758 -4.535912 6.451900e-04 1.104425e-02
## 1206 Sass6 0.7649492 0.204811891 4.531817 6.498610e-04 1.111499e-02
## 1207 Zic2 1.5903616 0.328085343 4.530736 6.511000e-04 1.111984e-02
## 1208 Anp32e 0.5734011 0.246099089 4.530629 6.512230e-04 1.111984e-02
## 1209 Vamp8 0.4360635 0.128623325 4.529418 6.526150e-04 1.113439e-02
## 1210 Atp10d 0.7066596 -0.048138683 4.525129 6.575660e-04 1.120960e-02
## 1211 Olfr558 -0.8909027 0.159532104 -4.522153 6.610260e-04 1.125590e-02
## 1212 Frmd4a -0.8101589 0.297069837 -4.521855 6.613730e-04 1.125590e-02
## 1213 Gm14702 -0.5972821 0.096432654 -4.516589 6.675440e-04 1.134244e-02
## 1214 Smad3 0.8885396 -0.186044280 4.516577 6.675580e-04 1.134244e-02
## 1215 Tmem9 0.4749819 0.040488435 4.512771 6.720560e-04 1.140946e-02
## 1216 Lrrc3b -0.6528675 0.020116232 -4.510926 6.742470e-04 1.143724e-02
## 1217 Dmgdh 0.3642489 0.092264779 4.510423 6.748460e-04 1.143799e-02
## 1218 Smg1 -0.3758097 -0.037895647 -4.498661 6.890060e-04 1.166460e-02
## 1219 Egflam 0.8570897 0.298514266 4.498294 6.894520e-04 1.166460e-02
## 1220 Adh5 0.5465136 -0.028468831 4.497917 6.899120e-04 1.166460e-02
## 1221 Olfr456 -0.3071683 -0.004704793 -4.497357 6.905940e-04 1.166657e-02
## 1222 Cabp1 -1.1372441 0.167695172 -4.492255 6.968470e-04 1.176258e-02
## 1223 Sfswap -0.4578075 0.005524415 -4.491044 6.983400e-04 1.176567e-02
## 1224 Ier3 0.8705497 -0.021532944 4.490735 6.987220e-04 1.176567e-02
## 1225 H2-Ke6 0.5847254 0.033065796 4.490400 6.991350e-04 1.176567e-02
## 1226 Casq2 -1.1641037 0.193663726 -4.490257 6.993120e-04 1.176567e-02
## 1227 Igfbp3 -1.5387731 -0.727644929 -4.486760 7.036480e-04 1.182896e-02
## 1228 Zbtb46 -0.5294186 0.000945376 -4.485190 7.056040e-04 1.185219e-02
## 1229 Ndufs6 0.5229578 -0.069803239 4.484515 7.064460e-04 1.185669e-02
## 1230 Pttg1 0.4036713 -0.067770499 4.481926 7.096870e-04 1.190139e-02
## 1231 Morf4l1 0.3340356 -0.017961996 4.479764 7.124060e-04 1.193729e-02
## 1232 Xlr 2.0194888 1.137712864 4.478769 7.136610e-04 1.194860e-02
## 1233 2610203C20Rik 0.9978374 0.259473231 4.477533 7.152220e-04 1.196503e-02
## 1234 Npr1 -0.8931317 -0.100765739 -4.475405 7.179190e-04 1.200042e-02
## 1235 Ar -1.1537604 -0.301913138 -4.473888 7.198480e-04 1.202292e-02
## 1236 Ido1 -0.5535398 0.070198185 -4.472084 7.221500e-04 1.205161e-02
## 1237 Polr2d 0.5681965 0.058728441 4.468926 7.261970e-04 1.210902e-02
## 1238 Ing2 1.0984357 -0.125643191 4.468485 7.267640e-04 1.210902e-02
## 1239 Otud7b 0.5804516 0.050845303 4.466470 7.293620e-04 1.214249e-02
## 1240 Ndufs4 0.5947243 -0.120334373 4.463604 7.330710e-04 1.219441e-02
## 1241 Dpy19l1 0.7590305 0.114807348 4.462525 7.344730e-04 1.220536e-02
## 1242 Sytl2 0.7820970 0.004937049 4.462186 7.349140e-04 1.220536e-02
## 1243 Hivep1 0.5239976 0.145755005 4.460174 7.375370e-04 1.222959e-02
## 1244 Fam213a 1.1945175 -0.072119965 4.460158 7.375580e-04 1.222959e-02
## 1245 Hint1 0.3778750 0.003135362 4.456149 7.428140e-04 1.230685e-02
## 1246 Denr 0.7553457 0.037338703 4.454672 7.447590e-04 1.232918e-02
## 1247 Adh1 -1.4011037 -0.404607646 -4.448770 7.525900e-04 1.243903e-02
## 1248 Actr10 0.4502580 -0.129902718 4.448761 7.526020e-04 1.243903e-02
## 1249 Taok3 -0.6618190 0.264738230 -4.447708 7.540080e-04 1.245230e-02
## 1250 Tmem2 -1.0318738 0.764538741 -4.446674 7.553920e-04 1.246517e-02
## 1251 Spred1 -1.0401939 0.065529476 -4.444551 7.582390e-04 1.247670e-02
## 1252 Mcpt9 -0.2068726 0.010091400 -4.444061 7.588980e-04 1.247670e-02
## 1253 Bend3 0.3846458 0.025410303 4.443694 7.593920e-04 1.247670e-02
## 1254 Kmt2d -0.3154728 0.041400815 -4.443668 7.594270e-04 1.247670e-02
## 1255 Zfp418 0.8768379 0.000918132 4.443518 7.596290e-04 1.247670e-02
## 1256 Pak4 0.6483046 0.341225878 4.443451 7.597200e-04 1.247670e-02
## 1257 Cpne2 0.6862497 -0.114728426 4.442980 7.603540e-04 1.247718e-02
## 1258 Crim1 -0.7086248 0.036955390 -4.442290 7.612850e-04 1.248254e-02
## 1259 Pdcd6ip -0.3779510 0.009766452 -4.439767 7.646990e-04 1.252855e-02
## 1260 Dok4 -0.7964436 0.005250268 -4.438107 7.669540e-04 1.255552e-02
## 1261 Xpo6 0.4829049 -0.017000935 4.436002 7.698220e-04 1.258637e-02
## 1262 Farp1 0.4665632 0.000325075 4.435829 7.700590e-04 1.258637e-02
## 1263 Ap2a2 0.3464030 0.144705502 4.433403 7.733800e-04 1.261280e-02
## 1264 Pon2 0.9356238 0.134261194 4.433312 7.735050e-04 1.261280e-02
## 1265 Ndrg1 1.0404822 -0.333666903 4.433308 7.735100e-04 1.261280e-02
## 1266 Rhod 0.6047675 0.005067796 4.431866 7.754920e-04 1.263514e-02
## 1267 Gucy1b3 -0.7307321 0.267089499 -4.430914 7.768030e-04 1.264650e-02
## 1268 Raph1 -1.1784293 0.082698154 -4.425355 7.845060e-04 1.275726e-02
## 1269 Zfp952 0.6070814 -0.159205693 4.425112 7.848430e-04 1.275726e-02
## 1270 Myh7 -0.4684236 0.051167932 -4.424603 7.855540e-04 1.275876e-02
## 1271 Myo9b -0.4576615 0.209409303 -4.420635 7.911070e-04 1.283884e-02
## 1272 Plekhg2 -0.6102567 0.029430420 -4.419675 7.924580e-04 1.285065e-02
## 1273 Ttpal 0.7471328 -0.088399601 4.418259 7.944520e-04 1.286880e-02
## 1274 Eml2 0.3442534 0.002649688 4.417579 7.954120e-04 1.286880e-02
## 1275 4930523C07Rik -0.9029120 -0.008294422 -4.417554 7.954480e-04 1.286880e-02
## 1276 Ranbp9 0.4417617 0.012939772 4.416423 7.970480e-04 1.288457e-02
## 1277 Gvin1 -0.6953950 -0.031231404 -4.414342 8.000000e-04 1.292217e-02
## 1278 Crip1 -0.6938451 0.014952594 -4.412661 8.023920e-04 1.294224e-02
## 1279 9530091C08Rik -1.4213874 -0.223760861 -4.412587 8.024980e-04 1.294224e-02
## 1280 0610010K14Rik 0.5126301 0.077725411 4.408244 8.087150e-04 1.303232e-02
## 1281 Urod 0.6962671 0.052853105 4.404779 8.137110e-04 1.310259e-02
## 1282 Tecr 0.8028654 0.001967812 4.399521 8.213550e-04 1.321456e-02
## 1283 4933409K07Rik 0.7831108 0.263219474 4.399116 8.219460e-04 1.321456e-02
## 1284 Mnf1 0.8217719 -0.182493909 4.397589 8.241820e-04 1.324019e-02
## 1285 Ankrd11 -0.4816916 0.102026589 -4.397028 8.250040e-04 1.324308e-02
## 1286 Focad 0.5712018 0.095125134 4.395198 8.276950e-04 1.327594e-02
## 1287 Acss1 -0.8440275 -0.279608129 -4.391619 8.329820e-04 1.335037e-02
## 1288 Crebzf -0.3224878 0.106313578 -4.386416 8.407300e-04 1.345673e-02
## 1289 Nts -1.3294272 0.354759024 -4.386287 8.409230e-04 1.345673e-02
## 1290 Tmem41b 0.8147246 -0.123054917 4.384037 8.442980e-04 1.350026e-02
## 1291 Ccl19 1.0373509 0.233910675 4.379641 8.509330e-04 1.358926e-02
## 1292 Trappc1 1.4105906 0.034933629 4.379476 8.511820e-04 1.358926e-02
## 1293 Baiap2 0.5918840 0.087274871 4.379014 8.518830e-04 1.358993e-02
## 1294 Wasf3 0.2794549 0.009028243 4.377665 8.539330e-04 1.360281e-02
## 1295 Por 0.5795204 0.027790607 4.377151 8.547140e-04 1.360281e-02
## 1296 Vdac2 0.4882763 0.053185780 4.377054 8.548620e-04 1.360281e-02
## 1297 Rtn1 -1.5251881 0.362075359 -4.376748 8.553280e-04 1.360281e-02
## 1298 Mib1 -0.2899698 -0.038963635 -4.375597 8.570830e-04 1.362022e-02
## 1299 Mocs2 0.6511192 0.037296550 4.373993 8.595360e-04 1.364869e-02
## 1300 Socs2 -0.5147131 -0.087828002 -4.369803 8.659770e-04 1.374039e-02
## 1301 Abl2 0.5324753 0.123648613 4.366535 8.710350e-04 1.380430e-02
## 1302 P2ry2 -1.2897863 0.314058974 -4.366336 8.713430e-04 1.380430e-02
## 1303 Prune 1.2060202 0.178888043 4.362448 8.774040e-04 1.388965e-02
## 1304 Iscu 0.6355529 -0.102173296 4.360406 8.806040e-04 1.392961e-02
## 1305 Cox17 0.3636993 0.051689912 4.359155 8.825700e-04 1.395001e-02
## 1306 Sox9 0.4360159 0.037475905 4.357982 8.844190e-04 1.396546e-02
## 1307 Acot1 0.3447297 0.034902572 4.357667 8.849150e-04 1.396546e-02
## 1308 Sc4mol 0.8632766 -0.064853636 4.357247 8.855790e-04 1.396546e-02
## 1309 1110034G24Rik 0.8824180 0.310320758 4.354174 8.904450e-04 1.403149e-02
## 1310 D930016D06Rik 0.6301204 -0.053401565 4.350759 8.958880e-04 1.409636e-02
## 1311 Tmem51 0.5998692 0.357648530 4.350656 8.960510e-04 1.409636e-02
## 1312 Ccdc181 0.9395490 0.049673364 4.350305 8.966130e-04 1.409636e-02
## 1313 Myct1 -1.7131349 -0.258848605 -4.349245 8.983100e-04 1.411229e-02
## 1314 Col6a3 -0.3943146 -0.035244083 -4.343047 9.083020e-04 1.424697e-02
## 1315 Gnptg 0.4475668 0.076082166 4.342810 9.086860e-04 1.424697e-02
## 1316 Atp1b2 -1.1594880 0.303450142 -4.342645 9.089550e-04 1.424697e-02
## 1317 Wls 0.5146605 0.291391691 4.341682 9.105190e-04 1.426065e-02
## 1318 Fancb -1.0099918 0.047627327 -4.340184 9.129580e-04 1.428800e-02
## 1319 Mcee 1.1658870 -0.028809136 4.339077 9.147640e-04 1.430541e-02
## 1320 Epb4.1l4a -0.9781978 0.006697408 -4.337356 9.175800e-04 1.433857e-02
## 1321 Zfp946 -0.4660848 0.080215263 -4.333964 9.231550e-04 1.441477e-02
## 1322 Pcdhb16 -0.5630452 -0.215107549 -4.333043 9.246740e-04 1.442757e-02
## 1323 Rbl2 0.7309508 -0.071371778 4.328096 9.328830e-04 1.454466e-02
## 1324 Nedd9 -0.6632265 0.031552314 -4.327221 9.343430e-04 1.455641e-02
## 1325 Rhbdl2 0.3986605 -0.096193474 4.325501 9.372200e-04 1.459022e-02
## 1326 2700081O15Rik -0.4407988 -0.010624185 -4.324897 9.382320e-04 1.459495e-02
## 1327 Tcam1 0.2929374 -0.000612863 4.322441 9.423590e-04 1.464810e-02
## 1328 Tom1l2 0.5015383 -0.018637908 4.313486 9.575700e-04 1.485468e-02
## 1329 Cops4 0.8269860 -0.167173638 4.313391 9.577340e-04 1.485468e-02
## 1330 Sacs -0.3482688 0.012925721 -4.313347 9.578090e-04 1.485468e-02
## 1331 Gja1 -0.8179480 -0.862659494 -4.312435 9.593720e-04 1.486774e-02
## 1332 Lrrc55 -0.5004274 -0.095084063 -4.308590 9.659940e-04 1.495913e-02
## 1333 Ipp 1.1727172 -0.094388331 4.308103 9.668360e-04 1.496094e-02
## 1334 Arap3 -0.5313069 0.006505649 -4.307179 9.684360e-04 1.497446e-02
## 1335 Tbcb 0.4394109 0.088588908 4.305434 9.714650e-04 1.501005e-02
## 1336 Kif2a 0.5316378 0.018502550 4.303435 9.749470e-04 1.505257e-02
## 1337 Parp10 -0.4872847 -0.044006252 -4.299332 9.821320e-04 1.515217e-02
## 1338 Cpt2 0.5981488 0.101911291 4.295610 9.887010e-04 1.523545e-02
## 1339 Mrpl16 0.5575578 0.047982155 4.295436 9.890080e-04 1.523545e-02
## 1340 Myeov2 0.4434411 0.019208529 4.293888 9.917540e-04 1.526635e-02
## 1341 Plcb4 -0.8033203 -0.397076281 -4.293006 9.933220e-04 1.527908e-02
## 1342 F5 1.0342927 0.279741319 4.289165 1.000179e-03 1.537309e-02
## 1343 Ptprd 1.1541986 0.262567678 4.287758 1.002704e-03 1.540042e-02
## 1344 Bmx 1.3892504 -0.044988468 4.285700 1.006408e-03 1.544581e-02
## 1345 Nrd1 0.4015179 0.048337556 4.284759 1.008106e-03 1.546038e-02
## 1346 9430020K01Rik 1.0244262 -0.024638690 4.283203 1.010921e-03 1.549203e-02
## 1347 Gyg 0.5600217 0.027721023 4.282474 1.012242e-03 1.550076e-02
## 1348 Tbc1d31 -0.5837716 0.327292918 -4.281614 1.013804e-03 1.551315e-02
## 1349 Ccdc173 0.4787718 0.020065212 4.280302 1.016191e-03 1.553816e-02
## 1350 F730043M19Rik -0.4019430 0.170617961 -4.277708 1.020927e-03 1.559901e-02
## 1351 Pacsin2 -0.4208403 -0.011829885 -4.276229 1.023638e-03 1.562636e-02
## 1352 Rdm1 0.5862900 0.094251408 4.275564 1.024860e-03 1.562636e-02
## 1353 Sap18 0.3810091 -0.094971944 4.275289 1.025364e-03 1.562636e-02
## 1354 Inadl 0.3447180 -0.011018784 4.275081 1.025747e-03 1.562636e-02
## 1355 Cyth1 -1.1177472 0.096201613 -4.274366 1.027064e-03 1.563487e-02
## 1356 Smox 0.7183760 0.057333691 4.267824 1.039186e-03 1.580773e-02
## 1357 Kif4 -0.6865814 0.143924077 -4.267391 1.039992e-03 1.580834e-02
## 1358 Cblb -1.0784070 0.031115883 -4.265472 1.043579e-03 1.585118e-02
## 1359 Snx3 0.3965680 0.040863545 4.264877 1.044694e-03 1.585645e-02
## 1360 Edn1 1.3813006 0.707354409 4.253650 1.065959e-03 1.616731e-02
## 1361 Sumo2 0.2752829 -0.003068777 4.251993 1.069136e-03 1.620358e-02
## 1362 Clec2d 0.7821061 0.314988901 4.251310 1.070447e-03 1.621154e-02
## 1363 Fgd6 0.8087772 0.404859546 4.250416 1.072169e-03 1.621818e-02
## 1364 Ptpra -0.4583124 0.002037191 -4.250265 1.072458e-03 1.621818e-02
## 1365 Fbxl7 -1.0835740 -0.073162588 -4.244949 1.082749e-03 1.636181e-02
## 1366 Txlnb -0.7369407 0.151551283 -4.241143 1.090178e-03 1.646200e-02
## 1367 Mrpl42 0.5292362 0.259027545 4.240222 1.091985e-03 1.647465e-02
## 1368 Prkd2 -0.7877410 -0.088401090 -4.239902 1.092613e-03 1.647465e-02
## 1369 AI607873 -1.4098827 0.557315528 -4.238247 1.095868e-03 1.651018e-02
## 1370 Cep170 -0.4643790 0.148752849 -4.237890 1.096570e-03 1.651018e-02
## 1371 Lrrc8b 0.6403772 0.314280964 4.231899 1.108444e-03 1.667678e-02
## 1372 Mpdz -1.2718824 -0.114475637 -4.230319 1.111597e-03 1.671203e-02
## 1373 Fmo1 -1.3051784 0.123334832 -4.228787 1.114664e-03 1.674595e-02
## 1374 Lamp2 -0.4551722 0.253721233 -4.224101 1.124099e-03 1.687539e-02
## 1375 Cdk12 -0.6747588 0.008720575 -4.220648 1.131104e-03 1.696820e-02
## 1376 Rora 0.7023584 -0.075791138 4.219092 1.134275e-03 1.700340e-02
## 1377 Mylip -0.9352888 -0.112386839 -4.216650 1.139271e-03 1.706590e-02
## 1378 Wdyhv1 1.1420104 0.113609950 4.214630 1.143420e-03 1.711562e-02
## 1379 Ercc1 -1.0738176 0.258257866 -4.213957 1.144806e-03 1.711656e-02
## 1380 Stk38 0.7217430 0.074412789 4.213633 1.145474e-03 1.711656e-02
## 1381 Ahnak2 -0.4504352 -0.042629846 -4.213392 1.145972e-03 1.711656e-02
## 1382 Frmd4b 0.7903496 0.566161484 4.212065 1.148712e-03 1.712990e-02
## 1383 Kcnk6 -0.4334660 0.196171315 -4.211833 1.149192e-03 1.712990e-02
## 1384 Ndufb3 0.5499789 -0.011635495 4.211753 1.149357e-03 1.712990e-02
## 1385 Il16 -0.6437575 -0.125993061 -4.210990 1.150937e-03 1.714107e-02
## 1386 Dusp18 0.5473194 0.049695970 4.210583 1.151781e-03 1.714127e-02
## 1387 Tmem138 0.4484067 0.039147090 4.209926 1.153144e-03 1.714917e-02
## 1388 Gab1 0.8795894 -0.168366343 4.209410 1.154216e-03 1.715275e-02
## 1389 Sh3bgr -0.7642668 0.074640562 -4.206219 1.160868e-03 1.723919e-02
## 1390 Casz1 -0.4007014 0.184623575 -4.205790 1.161766e-03 1.724011e-02
## 1391 Hax1 0.5695211 -0.028486475 4.204819 1.163798e-03 1.724769e-02
## 1392 Serpine2 1.0849144 -0.101102669 4.204391 1.164697e-03 1.724769e-02
## 1393 Zfp462 -1.1211281 0.068567463 -4.204348 1.164786e-03 1.724769e-02
## 1394 Tirap 1.1891548 0.088247613 4.203105 1.167396e-03 1.727384e-02
## 1395 Cryab -0.9114836 -0.064196649 -4.202711 1.168226e-03 1.727384e-02
## 1396 Fgfr3 -0.4419298 0.116403325 -4.202147 1.169414e-03 1.727901e-02
## 1397 Klhl8 -0.4836001 0.009621271 -4.193390 1.188012e-03 1.753446e-02
## 1398 Ormdl1 0.8888386 0.123675887 4.192811 1.189253e-03 1.753446e-02
## 1399 Pkm 0.5130882 0.038946025 4.192705 1.189479e-03 1.753446e-02
## 1400 Ctr9 0.6572865 0.030785529 4.192414 1.190103e-03 1.753446e-02
## 1401 Idh2 -0.6563943 0.032733342 -4.190562 1.194084e-03 1.758056e-02
## 1402 Olfr1105 -0.2243902 0.007993094 -4.189680 1.195984e-03 1.759021e-02
## 1403 Cldn15 -0.6738799 -0.252071256 -4.189466 1.196445e-03 1.759021e-02
## 1404 Tmem147 0.7627762 0.055640507 4.188169 1.199245e-03 1.761882e-02
## 1405 Itsn1 0.4589041 0.592838480 4.186353 1.203179e-03 1.766403e-02
## 1406 Itga5 -0.8219463 -0.183430673 -4.184831 1.206486e-03 1.769999e-02
## 1407 Hectd2 -0.3797619 0.000835483 -4.180444 1.216070e-03 1.781979e-02
## 1408 Ppbp -1.8938786 0.500722915 -4.180303 1.216380e-03 1.781979e-02
## 1409 Ank 0.4773445 0.038807456 4.179133 1.218948e-03 1.784475e-02
## 1410 Nrarp -0.5728251 0.069673921 -4.175948 1.225972e-03 1.793484e-02
## 1411 Bicc1 -0.3048561 -0.044484821 -4.174703 1.228730e-03 1.795674e-02
## 1412 Trim24 -0.4260120 -0.118639247 -4.174487 1.229210e-03 1.795674e-02
## 1413 Mlf1 -0.4112363 0.007859708 -4.172101 1.234514e-03 1.802146e-02
## 1414 Cdh5 -0.5147797 0.083257041 -4.170659 1.237730e-03 1.805563e-02
## 1415 Dnah6 0.2740784 0.029212276 4.169879 1.239473e-03 1.806828e-02
## 1416 Ankrd10 -0.4648148 -0.005563322 -4.169160 1.241084e-03 1.807867e-02
## 1417 Clstn1 0.4104121 0.047086650 4.168779 1.241939e-03 1.807867e-02
## 1418 Mtdh -0.4614407 -0.023469863 -4.168201 1.243235e-03 1.808477e-02
## 1419 Npc1 0.3724211 0.207050990 4.167624 1.244530e-03 1.809085e-02
## 1420 Slk -0.2902740 0.026614127 -4.163674 1.253437e-03 1.820750e-02
## 1421 Bst2 -0.6709576 -0.090659267 -4.163134 1.254659e-03 1.821242e-02
## 1422 Map4k3 -0.5015354 -0.097237203 -4.152673 1.278593e-03 1.853640e-02
## 1423 Phactr1 0.6381621 0.329382990 4.152594 1.278775e-03 1.853640e-02
## 1424 Mtch1 -0.5451250 0.065816468 -4.151427 1.281474e-03 1.855337e-02
## 1425 Ublcp1 0.7745760 -0.092599582 4.151310 1.281745e-03 1.855337e-02
## 1426 Plxdc1 -0.5825295 0.034867921 -4.150775 1.282986e-03 1.855831e-02
## 1427 Rgcc -1.0791999 -0.044291387 -4.146714 1.292437e-03 1.868191e-02
## 1428 Sec61b 0.5897874 0.109832105 4.145942 1.294242e-03 1.868238e-02
## 1429 2700097O09Rik 0.9381766 0.162325285 4.145925 1.294280e-03 1.868238e-02
## 1430 Aebp1 -0.5444574 -0.029894670 -4.141743 1.304102e-03 1.880282e-02
## 1431 Cdr2 -1.1353764 0.074625047 -4.141597 1.304447e-03 1.880282e-02
## 1432 Mcm3 -0.6087740 0.078545667 -4.137936 1.313112e-03 1.891449e-02
## 1433 Bicd2 -0.6843096 0.255367598 -4.136758 1.315912e-03 1.894160e-02
## 1434 Guk1 0.6872463 0.048560967 4.134565 1.321141e-03 1.900361e-02
## 1435 Dapk2 -0.7563133 -0.268435059 -4.133516 1.323652e-03 1.902646e-02
## 1436 Pfkm 0.5475063 -0.117451605 4.130569 1.330727e-03 1.911484e-02
## 1437 Zfp600 -0.2955049 0.042709129 -4.128763 1.335081e-03 1.916404e-02
## 1438 Pcdh10 0.2447438 0.011117024 4.126695 1.340088e-03 1.922252e-02
## 1439 Creb3 -0.5832281 -0.092141661 -4.126000 1.341775e-03 1.923335e-02
## 1440 Yaf2 0.6726330 -0.058405652 4.124617 1.345136e-03 1.926814e-02
## 1441 Pmpcb 0.4247653 -0.047102609 4.123624 1.347558e-03 1.928943e-02
## 1442 Mbd2 -0.4019016 -0.083970451 -4.120279 1.355741e-03 1.939312e-02
## 1443 Ptrf -0.8990656 0.091908611 -4.119422 1.357847e-03 1.940978e-02
## 1444 Hmgn2 0.8904799 0.197018191 4.118125 1.361039e-03 1.944194e-02
## 1445 Prpf31 0.5390399 0.135149190 4.117640 1.362234e-03 1.944554e-02
## 1446 Ctla2a 0.5102393 -0.161580915 4.114491 1.370023e-03 1.952720e-02
## 1447 Phf20l1 -0.4672515 -0.097081915 -4.113936 1.371402e-03 1.952720e-02
## 1448 Lrrtm2 -0.8844727 0.193410045 -4.113891 1.371513e-03 1.952720e-02
## 1449 AU021092 1.0590115 0.001542824 4.113447 1.372616e-03 1.952720e-02
## 1450 Rhno1 0.6823177 -0.078555170 4.113418 1.372688e-03 1.952720e-02
## 1451 Sesn3 0.9088251 -0.082060497 4.112217 1.375679e-03 1.955626e-02
## 1452 Tnf -0.5241138 0.635669806 -4.111814 1.376683e-03 1.955705e-02
## 1453 Mustn1 -1.3122262 0.098105556 -4.110474 1.380029e-03 1.959109e-02
## 1454 Stk33 0.3537277 0.053283658 4.108902 1.383965e-03 1.963346e-02
## 1455 Atp5e 0.3125334 -0.068675042 4.107601 1.387229e-03 1.966045e-02
## 1456 Arhgap39 0.6348861 0.250569247 4.107295 1.387998e-03 1.966045e-02
## 1457 Csrp3 -0.9135559 0.209497328 -4.107005 1.388727e-03 1.966045e-02
## 1458 BC026585 -0.4919124 -0.001432927 -4.104832 1.394208e-03 1.972207e-02
## 1459 Tgfb1i1 -0.9829797 0.311822401 -4.104521 1.394992e-03 1.972207e-02
## 1460 B230118H07Rik 0.7601837 -0.006113817 4.100033 1.406385e-03 1.986952e-02
## 1461 G6pdx 0.7531315 0.630958999 4.097896 1.411843e-03 1.993298e-02
## 1462 Ankrd6 0.5165618 0.090998584 4.094723 1.419990e-03 2.003429e-02
## 1463 Pkd2 -0.6848571 0.027074496 -4.093713 1.422591e-03 2.005007e-02
## 1464 Cnpy2 0.6324566 0.104429273 4.093534 1.423053e-03 2.005007e-02
## 1465 Adam9 -0.4837100 0.272818439 -4.090452 1.431029e-03 2.014869e-02
## 1466 Clic1 -0.5963828 0.103300161 -4.089017 1.434759e-03 2.018742e-02
## 1467 Aim1 -0.4349798 0.045912393 -4.085380 1.444256e-03 2.029533e-02
## 1468 Tpst2 -0.4424919 0.087457562 -4.085326 1.444395e-03 2.029533e-02
## 1469 Fam118b 0.4839333 0.028472964 4.084355 1.446943e-03 2.031697e-02
## 1470 Cdc23 0.5358292 0.056027284 4.083988 1.447906e-03 2.031697e-02
## 1471 Vamp1 0.5729027 0.014272913 4.078053 1.463585e-03 2.052302e-02
## 1472 Dnajc10 0.5611397 0.194895810 4.076942 1.466538e-03 2.055046e-02
## 1473 Tmc6 -0.5222824 0.026373832 -4.075650 1.469980e-03 2.058471e-02
## 1474 Nr5a2 -0.7327046 -0.196694181 -4.074748 1.472389e-03 2.060445e-02
## 1475 Traf3ip2 -0.6247948 -0.134497834 -4.073135 1.476707e-03 2.065088e-02
## 1476 Fnta 0.5613546 0.070213127 4.071090 1.482199e-03 2.069926e-02
## 1477 Peli1 0.8584623 -0.045242757 4.070747 1.483123e-03 2.069926e-02
## 1478 Gsk3b 0.4631170 0.032047972 4.070727 1.483178e-03 2.069926e-02
## 1479 Tril 0.5625394 -0.120960425 4.068984 1.487878e-03 2.075081e-02
## 1480 Eif1ax 0.4414802 -0.106144868 4.067652 1.491483e-03 2.078703e-02
## 1481 Fn3krp 0.4701605 -0.121895443 4.060379 1.511316e-03 2.104082e-02
## 1482 Impdh1 0.7050896 0.464551636 4.060227 1.511732e-03 2.104082e-02
## 1483 Lypd1 0.6977183 0.111707720 4.059610 1.513429e-03 2.105024e-02
## 1484 Zfp930 0.6711591 0.180295437 4.058625 1.516140e-03 2.107373e-02
## 1485 Rgs5 -1.1907978 0.566930521 -4.057111 1.520317e-03 2.111756e-02
## 1486 Ccdc104 0.6392860 -0.052882858 4.053545 1.530200e-03 2.124054e-02
## 1487 Tnks1bp1 -0.5656800 0.037582556 -4.052647 1.532699e-03 2.126092e-02
## 1488 Nsmf 0.5803261 0.055771668 4.048969 1.542979e-03 2.138914e-02
## 1489 Plce1 -0.5838718 0.178033095 -4.047607 1.546805e-03 2.142310e-02
## 1490 Nfatc4 0.5794142 0.223908803 4.047358 1.547506e-03 2.142310e-02
## 1491 Camk2g -0.8168753 -0.084781678 -4.046155 1.550894e-03 2.145560e-02
## 1492 Cstad 0.9423049 0.148780569 4.045625 1.552389e-03 2.146188e-02
## 1493 Brk1 0.3653456 0.053692753 4.042027 1.562580e-03 2.156269e-02
## 1494 Kirrel2 0.2362773 -0.015844980 4.041775 1.563295e-03 2.156269e-02
## 1495 Vps33b 0.4778649 -0.000939719 4.041680 1.563565e-03 2.156269e-02
## 1496 Pgam2 -1.1108507 -0.234012794 -4.041343 1.564525e-03 2.156269e-02
## 1497 Bcl7a -0.6956085 -0.207226148 -4.041209 1.564907e-03 2.156269e-02
## 1498 Parva -0.7543596 -0.205372303 -4.033501 1.587002e-03 2.184698e-02
## 1499 Gpr85 0.3148055 0.036550712 4.033012 1.588415e-03 2.184698e-02
## 1500 Ndufaf3 0.5384404 -0.037754600 4.032908 1.588717e-03 2.184698e-02
## 1501 Cystm1 0.3498645 0.040262762 4.031555 1.592633e-03 2.188623e-02
## 1502 Dnal4 0.2605918 -0.033201567 4.030018 1.597093e-03 2.193291e-02
## 1503 Lrrc8c -0.6756395 0.023053803 -4.029463 1.598706e-03 2.194046e-02
## 1504 Tpi1 0.8076741 -0.338045510 4.028780 1.600695e-03 2.195315e-02
## 1505 Fap -0.7062575 -0.002189288 -4.025782 1.609455e-03 2.205862e-02
## 1506 Ttc9 -0.5229839 0.039981747 -4.024510 1.613185e-03 2.209507e-02
## 1507 Ngfrap1 0.8418163 0.094375611 4.022511 1.619068e-03 2.216092e-02
## 1508 Thnsl1 0.4834016 -0.004766116 4.017844 1.632884e-03 2.233521e-02
## 1509 Psma3 0.4132637 0.096018494 4.015543 1.639741e-03 2.241414e-02
## 1510 Dap 0.4913546 0.099969864 4.015070 1.641154e-03 2.241860e-02
## 1511 Gramd4 -0.5832596 0.013752969 -4.014651 1.642407e-03 2.242086e-02
## 1512 M6pr 0.7364435 0.179336547 4.013554 1.645691e-03 2.245084e-02
## 1513 C330007P06Rik 0.4751816 0.018205912 4.010519 1.654816e-03 2.253575e-02
## 1514 Cbx5 0.4205195 -0.137995980 4.010379 1.655237e-03 2.253575e-02
## 1515 Gprc5b -1.0162943 -0.442009645 -4.010173 1.655859e-03 2.253575e-02
## 1516 Ctbp2 0.4262190 0.153581461 4.010032 1.656285e-03 2.253575e-02
## 1517 Klf3 -0.3085208 0.083902883 -4.007859 1.662856e-03 2.261024e-02
## 1518 Aspscr1 0.4158936 0.078209623 4.007274 1.664630e-03 2.261945e-02
## 1519 Safb2 -0.4365692 0.064837838 -4.006108 1.668171e-03 2.264008e-02
## 1520 Rnu3b1 -0.6847283 0.192937917 -4.005952 1.668643e-03 2.264008e-02
## 1521 Cln5 0.4207280 -0.128169694 4.005690 1.669441e-03 2.264008e-02
## 1522 Nav1 -0.3825694 0.104326362 -4.005291 1.670656e-03 2.264167e-02
## 1523 Cep68 0.5854855 0.021955554 3.999828 1.687372e-03 2.284277e-02
## 1524 Eml6 0.4184888 -0.012929375 3.999719 1.687709e-03 2.284277e-02
## 1525 Nostrin 1.2039553 0.217325330 3.998507 1.691440e-03 2.287825e-02
## 1526 Brd1 -0.3637327 0.049967129 -3.995310 1.701328e-03 2.299691e-02
## 1527 Clec12b -1.3592017 0.574406394 -3.994307 1.704444e-03 2.302394e-02
## 1528 Ptpn12 -0.3639878 0.032246943 -3.992074 1.711400e-03 2.310277e-02
## 1529 Thoc7 0.4687748 -0.018676821 3.990776 1.715454e-03 2.314237e-02
## 1530 Myo10 -0.6895434 0.466086453 -3.988673 1.722046e-03 2.321610e-02
## 1531 Elmsan1 -0.4353075 0.030330244 -3.987966 1.724269e-03 2.323090e-02
## 1532 Gsdmd -0.4555581 0.188337832 -3.987414 1.726007e-03 2.323913e-02
## 1533 Rps6ka1 0.5728985 -0.004969724 3.985638 1.731608e-03 2.329933e-02
## 1534 Hadh 0.7630871 -0.046351147 3.983874 1.737188e-03 2.335918e-02
## 1535 Hhipl1 -0.2976270 0.011060588 -3.983406 1.738673e-03 2.336391e-02
## 1536 Tbc1d12 0.5555830 0.129730259 3.981781 1.743835e-03 2.341803e-02
## 1537 Msh3 0.7016900 -0.018459672 3.980330 1.748460e-03 2.346486e-02
## 1538 Tnfrsf11a 0.3568252 0.019867800 3.979950 1.749672e-03 2.346586e-02
## 1539 Dhx58 0.6225685 0.291103970 3.978575 1.754069e-03 2.350954e-02
## 1540 Inpp5f 0.8101368 0.050242838 3.978050 1.755751e-03 2.351680e-02
## 1541 Znfx1 -0.4673611 -0.023914399 -3.976895 1.759453e-03 2.354861e-02
## 1542 Gm6548 0.3678730 0.160228314 3.976598 1.760409e-03 2.354861e-02
## 1543 Def6 0.5867378 0.029799556 3.975827 1.762886e-03 2.355850e-02
## 1544 Zxdb 0.2640934 0.035848713 3.975412 1.764224e-03 2.355850e-02
## 1545 Tnfaip8l1 -0.4907227 0.077399699 -3.975303 1.764575e-03 2.355850e-02
## 1546 Fzd3 1.6364110 0.073960494 3.969236 1.784227e-03 2.380547e-02
## 1547 Il10rb 0.9888996 -0.169362827 3.967650 1.789403e-03 2.385160e-02
## 1548 Pfdn4 0.7494620 0.001409434 3.967468 1.789998e-03 2.385160e-02
## 1549 2210016F16Rik -0.5756748 -0.089460816 -3.965348 1.796942e-03 2.392868e-02
## 1550 Slc9b2 0.5545553 0.038783328 3.964674 1.799156e-03 2.394270e-02
## 1551 Tns3 -0.3539310 0.190646047 -3.964302 1.800376e-03 2.394349e-02
## 1552 Glb1 0.8052082 0.274328802 3.963511 1.802981e-03 2.395722e-02
## 1553 Tmem101 0.4418850 0.086325232 3.963283 1.803731e-03 2.395722e-02
## 1554 Nsf 0.4565566 0.107778612 3.961943 1.808151e-03 2.400047e-02
## 1555 Unc13c 0.5117994 0.084746978 3.960601 1.812589e-03 2.404391e-02
## 1556 Abcc6 0.3571941 0.059682591 3.951950 1.841469e-03 2.440257e-02
## 1557 Lama2 -0.4230971 0.015763633 -3.951794 1.841994e-03 2.440257e-02
## 1558 Aatf -0.5714165 0.137151975 -3.949851 1.848549e-03 2.445911e-02
## 1559 Slfn8 -0.8898568 0.347477094 -3.949826 1.848633e-03 2.445911e-02
## 1560 Higd1a 0.8223516 -0.001490595 3.948354 1.853612e-03 2.449508e-02
## 1561 Capn7 0.3514986 0.038909594 3.948124 1.854394e-03 2.449508e-02
## 1562 F8a 0.2875352 0.015908146 3.947970 1.854914e-03 2.449508e-02
## 1563 Clcn3 0.4268344 0.072289881 3.946779 1.858957e-03 2.453211e-02
## 1564 9330020H09Rik -0.2406154 0.041300742 -3.946253 1.860745e-03 2.453211e-02
## 1565 Hoxa5 -0.8397310 0.223398436 -3.946094 1.861286e-03 2.453211e-02
## 1566 C3 -0.9411637 0.628029963 -3.944905 1.865338e-03 2.454996e-02
## 1567 Cyp39a1 1.0527763 -0.324623806 3.944893 1.865378e-03 2.454996e-02
## 1568 Fzr1 0.3331537 -0.031575076 3.944649 1.866211e-03 2.454996e-02
## 1569 Mpc1 0.5660576 0.025672134 3.943304 1.870806e-03 2.459472e-02
## 1570 Fn1 1.8449363 0.634291127 3.940321 1.881038e-03 2.471349e-02
## 1571 Tspyl1 0.4512196 0.042772359 3.939002 1.885581e-03 2.475740e-02
## 1572 Rpl32 -0.3769321 -0.031592812 -3.936745 1.893381e-03 2.483724e-02
## 1573 Zic5 0.5712473 0.062784943 3.936546 1.894070e-03 2.483724e-02
## 1574 Tln1 -0.3368527 0.085080084 -3.936121 1.895542e-03 2.484075e-02
## 1575 Pdcd4 0.5736128 -0.211667566 3.935156 1.898891e-03 2.486884e-02
## 1576 Xpr1 0.4871346 0.025047874 3.929974 1.916979e-03 2.508980e-02
## 1577 Txndc5 -0.7142266 0.143777559 -3.928817 1.921044e-03 2.512705e-02
## 1578 Hist1h4f -0.9698475 0.469950668 -3.927420 1.925959e-03 2.517538e-02
## 1579 Gstp1 0.7113914 0.216622925 3.925587 1.932432e-03 2.524400e-02
## 1580 Bend7 -0.6001032 -0.131941029 -3.924535 1.936154e-03 2.527662e-02
## 1581 Kank4 1.0169892 0.054452481 3.924022 1.937974e-03 2.528437e-02
## 1582 Serpinb1a -0.9182118 -0.200604277 -3.920078 1.952016e-03 2.545148e-02
## 1583 Fgfbp1 0.2823305 0.021415615 3.917726 1.960440e-03 2.554516e-02
## 1584 Aldh4a1 0.3012145 0.021523029 3.916622 1.964406e-03 2.557835e-02
## 1585 Wdsub1 -0.5440866 -0.012504865 -3.916327 1.965467e-03 2.557835e-02
## 1586 Dgcr6 0.2536472 0.031810602 3.912841 1.978055e-03 2.572594e-02
## 1587 Aox1 0.4180435 -0.011239402 3.912464 1.979423e-03 2.572751e-02
## 1588 Prl2c5 -0.3866043 -0.002812257 -3.910384 1.986976e-03 2.580942e-02
## 1589 Rnf7 0.3447189 -0.075789516 3.908856 1.992546e-03 2.586548e-02
## 1590 Rbp1 0.7264322 0.008148448 3.908185 1.994997e-03 2.588101e-02
## 1591 Adprhl1 -0.2389547 0.031414159 -3.906805 2.000045e-03 2.593019e-02
## 1592 Gng10 -0.4197443 0.139280604 -3.903671 2.011562e-03 2.606312e-02
## 1593 Scn7a -0.5989936 1.304237782 -3.902329 2.016515e-03 2.611090e-02
## 1594 Ttyh3 -0.5635840 0.104063738 -3.897486 2.034494e-03 2.632716e-02
## 1595 Ccdc12 0.4854596 0.179118777 3.896649 2.037616e-03 2.634202e-02
## 1596 Acy1 0.2835209 -0.012172444 3.896494 2.038196e-03 2.634202e-02
## 1597 Vbp1 0.5468429 0.109684247 3.895342 2.042503e-03 2.638116e-02
## 1598 Mageh1 1.0342320 -0.016359296 3.894466 2.045785e-03 2.640662e-02
## 1599 Ndufb6 0.5415446 -0.028182409 3.894133 2.047035e-03 2.640662e-02
## 1600 Ubap2l -0.2819236 0.026250395 -3.893341 2.050009e-03 2.642845e-02
## 1601 Hba-a1 -1.5501629 -0.701744356 -3.892942 2.051507e-03 2.643125e-02
## 1602 Gstm5 1.6423152 -0.119003712 3.892045 2.054886e-03 2.645826e-02
## 1603 Nptn -0.4668163 0.110354870 -3.890941 2.059047e-03 2.649272e-02
## 1604 Hba-a2 -1.5726738 -0.654124549 -3.890446 2.060917e-03 2.649272e-02
## 1605 Xiap -0.5849276 0.001974742 -3.890157 2.062009e-03 2.649272e-02
## 1606 Slc9a3r1 0.6445308 0.124563502 3.889975 2.062700e-03 2.649272e-02
## 1607 Arhgap21 -0.4753129 0.119814619 -3.889470 2.064608e-03 2.650073e-02
## 1608 Zfp141 0.7297651 0.067824522 3.889000 2.066388e-03 2.650708e-02
## 1609 Klk10 -0.3458786 0.026985200 -3.887920 2.070484e-03 2.653650e-02
## 1610 Vsig10 -0.4261041 -0.054018100 -3.887717 2.071255e-03 2.653650e-02
## 1611 Brms1 -0.4254526 -0.025444987 -3.887169 2.073338e-03 2.654670e-02
## 1612 Adcy6 -0.7557491 -0.016857912 -3.885875 2.078264e-03 2.658290e-02
## 1613 Ankrd23 -0.3758442 -0.036640072 -3.885750 2.078742e-03 2.658290e-02
## 1614 Procr 0.5365810 -0.246323425 3.884865 2.082119e-03 2.658999e-02
## 1615 Egr1 -0.9804991 0.371499821 -3.884702 2.082742e-03 2.658999e-02
## 1616 2410015M20Rik 0.6431488 0.130770364 3.884591 2.083164e-03 2.658999e-02
## 1617 Ppp1r12c -0.3003465 0.052799894 -3.882118 2.092634e-03 2.669435e-02
## 1618 Optn -0.6471159 -0.057299939 -3.880505 2.098835e-03 2.675691e-02
## 1619 Rasgrp4 0.4342518 0.062680217 3.879269 2.103600e-03 2.680108e-02
## 1620 Mapkap1 0.5273520 0.057554627 3.876809 2.113114e-03 2.689832e-02
## 1621 Krt5 0.3140628 0.030473902 3.876622 2.113840e-03 2.689832e-02
## 1622 Etfb 0.4427964 0.027375856 3.874699 2.121313e-03 2.697677e-02
## 1623 Mmp25 0.3999529 0.048592852 3.872755 2.128891e-03 2.705646e-02
## 1624 Dhx40 0.8499657 0.107124839 3.870814 2.136489e-03 2.713630e-02
## 1625 Zc3h12c -1.0646099 -0.139942158 -3.870251 2.138696e-03 2.714126e-02
## 1626 Cct8l1 -0.4672705 -0.072165807 -3.870044 2.139511e-03 2.714126e-02
## 1627 Narg2 0.5771786 0.072823969 3.869318 2.142362e-03 2.716072e-02
## 1628 0610009D07Rik 0.5595552 0.093668333 3.868590 2.145228e-03 2.718036e-02
## 1629 Reep1 0.3199860 0.014787516 3.866813 2.152238e-03 2.725244e-02
## 1630 Pde9a -0.4640368 0.533004466 -3.865106 2.158992e-03 2.732119e-02
## 1631 Lrrc49 1.0060913 -0.245177616 3.860902 2.175721e-03 2.751600e-02
## 1632 Ipo9 -0.3942668 0.090915745 -3.859530 2.181207e-03 2.756553e-02
## 1633 Trappc4 0.6653407 0.065510305 3.859255 2.182310e-03 2.756553e-02
## 1634 Srms 0.3448742 -0.087539322 3.858793 2.184161e-03 2.757203e-02
## 1635 0610031J06Rik 0.3612191 0.156748961 3.856766 2.192307e-03 2.763753e-02
## 1636 Vstm2b 0.6997728 0.092010881 3.856716 2.192510e-03 2.763753e-02
## 1637 Ogt 0.5960547 -0.013703792 3.856502 2.193370e-03 2.763753e-02
## 1638 Fth1 0.2544095 0.019569779 3.856164 2.194736e-03 2.763786e-02
## 1639 Haus1 1.2257757 -0.123381612 3.854308 2.202228e-03 2.771528e-02
## 1640 Ch25h 2.6691050 0.455172695 3.849706 2.220925e-03 2.793096e-02
## 1641 Lrfn1 -0.2244776 0.025913778 -3.849425 2.222073e-03 2.793096e-02
## 1642 Mfsd6 -0.5736230 -0.123687017 -3.846827 2.232702e-03 2.803821e-02
## 1643 Nop16 -0.7361226 0.053139020 -3.846676 2.233325e-03 2.803821e-02
## 1644 Pik3ip1 0.4343308 -0.034934961 3.846306 2.234840e-03 2.804018e-02
## 1645 Gria1 0.2265749 0.027508545 3.844859 2.240794e-03 2.808435e-02
## 1646 Pdxk-ps 0.4250204 0.082049147 3.844788 2.241084e-03 2.808435e-02
## 1647 Ctsl -0.6333647 -0.090939138 -3.842292 2.251389e-03 2.819636e-02
## 1648 Gimap8 -0.6218802 -0.056559435 -3.841427 2.254971e-03 2.822408e-02
## 1649 Slc6a6 0.8810377 -0.013655157 3.838306 2.267943e-03 2.836923e-02
## 1650 Rep15 0.7347978 0.016744996 3.835231 2.280798e-03 2.850779e-02
## 1651 Pmvk 0.6296506 0.018686770 3.834760 2.282777e-03 2.850779e-02
## 1652 Cttnbp2 0.4650256 0.005724241 3.834558 2.283622e-03 2.850779e-02
## 1653 Rheb 0.5187213 0.101542343 3.834338 2.284548e-03 2.850779e-02
## 1654 Nme3 0.5649069 0.108202712 3.832980 2.290259e-03 2.856177e-02
## 1655 Hmg20b -0.3201551 -0.008600363 -3.832295 2.293144e-03 2.858047e-02
## 1656 Gla 0.6136858 0.213493182 3.831676 2.295756e-03 2.859575e-02
## 1657 Ankrd13a 0.5727043 -0.009041786 3.831085 2.298254e-03 2.859684e-02
## 1658 Atp2c1 0.5672868 0.084489185 3.830999 2.298616e-03 2.859684e-02
## 1659 Entpd1 0.8515158 -0.059506862 3.829543 2.304779e-03 2.864393e-02
## 1660 Shpk 0.6092769 0.044380695 3.829449 2.305179e-03 2.864393e-02
## 1661 Gpbp1l1 0.6171967 -0.009767789 3.828093 2.310935e-03 2.869817e-02
## 1662 Map6 -0.4166187 0.017235377 -3.827653 2.312802e-03 2.870408e-02
## 1663 Rabl2 -0.6173035 -0.086419266 -3.826978 2.315678e-03 2.872248e-02
## 1664 Rnf168 0.4875635 0.000492859 3.825330 2.322709e-03 2.878007e-02
## 1665 Hist1h1c 0.8733269 0.150045079 3.825235 2.323111e-03 2.878007e-02
## 1666 Sh3glb2 -0.3550037 -0.007078011 -3.823088 2.332304e-03 2.887661e-02
## 1667 Acad11 0.3769849 -0.028718313 3.819777 2.346557e-03 2.903565e-02
## 1668 Slfn9 -0.7358762 0.032747202 -3.818954 2.350113e-03 2.905244e-02
## 1669 Egln3 -0.7357847 -0.056234012 -3.818811 2.350731e-03 2.905244e-02
## 1670 Lrrc8d -0.6199004 0.002359454 -3.817489 2.356457e-03 2.910577e-02
## 1671 Naa35 0.5983877 0.088175137 3.812261 2.379234e-03 2.936952e-02
## 1672 Sema4c -0.5716982 -0.081747663 -3.811536 2.382415e-03 2.939119e-02
## 1673 Hexim1 0.4330916 0.084113915 3.809861 2.389770e-03 2.946430e-02
## 1674 Itgb1 -0.3208476 0.004356940 -3.806472 2.404724e-03 2.963097e-02
## 1675 Bmp15 0.2973752 -0.005797544 3.805929 2.407132e-03 2.964293e-02
## 1676 Arhgap44 0.2400393 0.028578344 3.803554 2.417677e-03 2.975503e-02
## 1677 Zbtb8os 0.8157129 -0.040866947 3.802253 2.423480e-03 2.980865e-02
## 1678 Adipor2 0.7574469 0.235908064 3.801514 2.426777e-03 2.982855e-02
## 1679 Cdkal1 -0.6108402 0.018327331 -3.800941 2.429340e-03 2.982855e-02
## 1680 Pdcd5 0.5460291 0.025515653 3.800920 2.429435e-03 2.982855e-02
## 1681 Clec2h 0.2441908 0.039526176 3.800482 2.431393e-03 2.983482e-02
## 1682 Ctnnd1 -0.4345541 0.027275723 -3.799907 2.433971e-03 2.984023e-02
## 1683 Alms1 0.5198716 -0.018841003 3.799738 2.434726e-03 2.984023e-02
## 1684 Il18bp -0.4174345 0.395537491 -3.797994 2.442558e-03 2.991844e-02
## 1685 Fam212a -0.8475401 -0.102856762 -3.796467 2.449440e-03 2.998492e-02
## 1686 Pitpnc1 -0.6586485 0.115593269 -3.795501 2.453801e-03 3.002049e-02
## 1687 Glrx 0.9481017 0.056971810 3.794927 2.456399e-03 3.003447e-02
## 1688 Sdpr -0.9836461 0.574009320 -3.793131 2.464540e-03 3.011615e-02
## 1689 Samd12 0.3354152 -0.367817782 3.792137 2.469056e-03 3.015347e-02
## 1690 Ets2 -0.7831828 -0.120908998 -3.791662 2.471218e-03 3.016202e-02
## 1691 Grk5 -0.7100614 0.239283501 -3.787206 2.491587e-03 3.038174e-02
## 1692 Cldn25 0.6347004 0.160434719 3.786840 2.493271e-03 3.038174e-02
## 1693 Pramef8 -0.5780209 0.023377610 -3.786760 2.493639e-03 3.038174e-02
## 1694 Tmem154 -0.8756625 0.038598549 -3.786149 2.496446e-03 3.039799e-02
## 1695 Nr3c1 0.3773807 -0.125568071 3.782389 2.513803e-03 3.058313e-02
## 1696 Znrd1 0.2680855 -0.007429187 3.782214 2.514616e-03 3.058313e-02
## 1697 Atp11a 0.5015364 0.310272284 3.781791 2.516576e-03 3.058892e-02
## 1698 Tm9sf3 -0.2903744 0.060358558 -3.780674 2.521764e-03 3.063393e-02
## 1699 Atp5g3 0.3349511 -0.052859053 3.777795 2.535184e-03 3.077884e-02
## 1700 Spin4 -0.4618001 -0.034233891 -3.776156 2.542853e-03 3.085379e-02
## 1701 Zak 0.7323961 0.141340607 3.775287 2.546931e-03 3.088509e-02
## 1702 Slc22a5 0.5032908 0.035967986 3.773535 2.555172e-03 3.096682e-02
## 1703 Sgtb 0.9978846 0.198904868 3.772709 2.559067e-03 3.099581e-02
## 1704 Lrpap1 0.3978039 0.111545625 3.772114 2.561875e-03 3.101162e-02
## 1705 BC106179 0.5404407 0.027856606 3.769708 2.573265e-03 3.112926e-02
## 1706 Map3k12 -0.5351272 -0.146856783 -3.769425 2.574612e-03 3.112926e-02
## 1707 Uhrf2 -0.5309022 0.037300744 -3.764459 2.598300e-03 3.139727e-02
## 1708 Ctla2b 0.8751184 0.192460350 3.763173 2.604471e-03 3.145341e-02
## 1709 Trafd1 -0.6052974 0.027933311 -3.762531 2.607557e-03 3.145732e-02
## 1710 Tmod3 -0.4007371 0.131529490 -3.762471 2.607845e-03 3.145732e-02
## 1711 Gm17296 0.3810991 0.047479565 3.760601 2.616858e-03 3.154759e-02
## 1712 Aif1l 1.0643010 0.314292879 3.756902 2.634780e-03 3.173527e-02
## 1713 Abhd17c 0.5855335 0.154014907 3.756548 2.636501e-03 3.173527e-02
## 1714 Rexo1 -0.2349734 0.006331734 -3.756264 2.637883e-03 3.173527e-02
## 1715 Itfg1 0.5710277 0.266455397 3.756120 2.638580e-03 3.173527e-02
## 1716 Fam162a 0.3858430 0.035245261 3.750087 2.668123e-03 3.204328e-02
## 1717 Ttc8 0.5018888 0.055600102 3.749990 2.668604e-03 3.204328e-02
## 1718 Ugp2 0.6012525 0.079830106 3.749940 2.668849e-03 3.204328e-02
## 1719 Wbp5 0.9073451 0.031122081 3.748323 2.676824e-03 3.212032e-02
## 1720 Tnk1 -0.2801580 0.065450542 -3.747361 2.681584e-03 3.215874e-02
## 1721 Pth2 -0.2315507 -0.059613672 -3.745658 2.690025e-03 3.224122e-02
## 1722 Chst11 0.4878666 -0.138983661 3.744742 2.694578e-03 3.227704e-02
## 1723 Cml1 0.5772010 0.039167529 3.744375 2.696405e-03 3.228018e-02
## 1724 Vmn1r208 -0.1800596 0.003976090 -3.742895 2.703786e-03 3.234976e-02
## 1725 Slc25a37 -0.8458242 -0.120079419 -3.741696 2.709775e-03 3.240262e-02
## 1726 Tpcn1 0.5257384 0.152365369 3.740866 2.713931e-03 3.243351e-02
## 1727 Ftsj1 0.7861153 0.094807717 3.739677 2.719900e-03 3.248539e-02
## 1728 Arl3 0.4874493 -0.004879378 3.738946 2.723570e-03 3.248539e-02
## 1729 Acsl6 0.3600899 0.031455326 3.738875 2.723928e-03 3.248539e-02
## 1730 Gnl3l 0.4916026 0.210409098 3.738621 2.725206e-03 3.248539e-02
## 1731 Ppapdc2 0.7301278 0.082773654 3.738434 2.726146e-03 3.248539e-02
## 1732 Fahd1 0.5462883 -0.061032423 3.737896 2.728859e-03 3.249895e-02
## 1733 Prkab1 0.6792390 0.044224105 3.736877 2.733998e-03 3.251361e-02
## 1734 Acsl5 -0.3634335 0.106235440 -3.736772 2.734530e-03 3.251361e-02
## 1735 Galnt18 -0.7778114 0.559927147 -3.736714 2.734819e-03 3.251361e-02
## 1736 Mgat1 -0.4948042 -0.054876327 -3.735319 2.741877e-03 3.256383e-02
## 1737 Plgrkt -0.8836225 0.077787518 -3.735255 2.742201e-03 3.256383e-02
## 1738 Enc1 1.1255786 0.168354862 3.734673 2.745152e-03 3.258012e-02
## 1739 1110001A16Rik 1.0301625 0.252513697 3.734276 2.747166e-03 3.258528e-02
## 1740 Rapgef5 -0.9085571 0.027718769 -3.733114 2.753066e-03 3.263650e-02
## 1741 Myrip 0.7350114 0.102365523 3.732716 2.755091e-03 3.264173e-02
## 1742 Cyb5d2 -0.4634441 -0.037361781 -3.732134 2.758054e-03 3.265809e-02
## 1743 Slc25a51 0.4013831 0.023187764 3.731794 2.759787e-03 3.265985e-02
## 1744 Rnaset2a 0.3572400 0.141815185 3.731120 2.763226e-03 3.268180e-02
## 1745 Surf2 -0.4457410 0.003422131 -3.730620 2.765779e-03 3.268586e-02
## 1746 Cabyr 0.7507259 0.187073613 3.730432 2.766738e-03 3.268586e-02
## 1747 Ift57 0.5874246 0.037287203 3.728953 2.774307e-03 3.275651e-02
## 1748 Gstk1 0.9536643 -0.044703553 3.728353 2.777387e-03 3.277412e-02
## 1749 Spryd3 -0.4751819 -0.048157151 -3.727283 2.782881e-03 3.280168e-02
## 1750 Psg23 -0.2487706 -0.037179088 -3.727156 2.783537e-03 3.280168e-02
## 1751 Sh3d21 -0.4712707 -0.099875576 -3.726970 2.784493e-03 3.280168e-02
## 1752 Fah -0.5426567 0.076449650 -3.726437 2.787235e-03 3.280577e-02
## 1753 Avl9 0.6662731 0.070235764 3.726284 2.788022e-03 3.280577e-02
## 1754 Fancl 0.5075722 -0.045261622 3.724224 2.798659e-03 3.291216e-02
## 1755 Adam10 0.4370403 0.223424852 3.723045 2.804760e-03 3.295810e-02
## 1756 Mospd1 1.4551305 -0.468487076 3.722852 2.805760e-03 3.295810e-02
## 1757 Picalm -0.5427484 0.081805545 -3.720808 2.816379e-03 3.306400e-02
## 1758 Fnip1 -0.5821651 0.168478015 -3.719386 2.823790e-03 3.313215e-02
## 1759 Wdr7 0.3798243 0.023333994 3.718666 2.827552e-03 3.315742e-02
## 1760 Apol10b -1.4571547 0.073794135 -3.716408 2.839379e-03 3.327720e-02
## 1761 Lrrc57 0.7933006 0.054143179 3.715196 2.845748e-03 3.332620e-02
## 1762 Tsc22d1 0.6850071 -0.116022519 3.714997 2.846792e-03 3.332620e-02
## 1763 Eif4e 0.5113664 -0.040909515 3.714378 2.850051e-03 3.334543e-02
## 1764 Zcchc24 -0.6847723 0.015499371 -3.713620 2.854047e-03 3.337326e-02
## 1765 Ncoa3 -0.5739101 0.054109447 -3.712784 2.858461e-03 3.340593e-02
## 1766 Nphp1 0.5274854 -0.028057894 3.710429 2.870935e-03 3.353272e-02
## 1767 Plp2 -1.1518332 -0.275501039 -3.709535 2.875687e-03 3.356921e-02
## 1768 Mien1 0.4504023 0.021386082 3.709009 2.878486e-03 3.358288e-02
## 1769 Rpl31 0.2522227 0.026749396 3.706710 2.890744e-03 3.370683e-02
## 1770 Ttn -0.6633600 0.163584105 -3.706249 2.893211e-03 3.371654e-02
## 1771 Ucn 0.2700755 0.005362067 3.700040 2.926627e-03 3.408669e-02
## 1772 Ifit1 0.8711818 -0.286028962 3.699544 2.929314e-03 3.409428e-02
## 1773 Epn1 -0.3218495 0.062120563 -3.699240 2.930961e-03 3.409428e-02
## 1774 Snapin 0.7468065 -0.044724084 3.698970 2.932425e-03 3.409428e-02
## 1775 Steap4 -1.0645719 0.101150418 -3.698700 2.933890e-03 3.409428e-02
## 1776 Coro1c -0.6524356 0.035006585 -3.697855 2.938481e-03 3.412841e-02
## 1777 Reep5 0.4331427 0.064113554 3.696662 2.944973e-03 3.417245e-02
## 1778 Mettl18 0.8780344 0.056090133 3.696549 2.945586e-03 3.417245e-02
## 1779 Lrrc8a -0.6963809 0.077171775 -3.694133 2.958786e-03 3.430628e-02
## 1780 Stab1 -0.4562437 -0.026680216 -3.692960 2.965212e-03 3.436147e-02
## 1781 Mtrf1l 0.5049346 0.058957037 3.690011 2.981437e-03 3.453010e-02
## 1782 Ube4b 0.2789332 0.059702746 3.689676 2.983288e-03 3.453215e-02
## 1783 Tnfrsf23 -0.7347568 -0.052108190 -3.687261 2.996647e-03 3.466044e-02
## 1784 Cd81 -0.5231352 -0.224007100 -3.687066 2.997733e-03 3.466044e-02
## 1785 Zfp677 0.6833924 -0.189612802 3.685814 3.004682e-03 3.472134e-02
## 1786 Cd24a 0.8402202 0.070057417 3.682737 3.021844e-03 3.490010e-02
## 1787 Bin3 0.9776872 0.164271670 3.679990 3.037255e-03 3.505846e-02
## 1788 Trmt10c 0.6531746 0.028405284 3.672545 3.079409e-03 3.551894e-02
## 1789 Acap2 -0.3690319 0.126575660 -3.672338 3.080593e-03 3.551894e-02
## 1790 Rbm28 -0.4133827 0.077897738 -3.671334 3.086324e-03 3.556515e-02
## 1791 Dmxl2 0.4025114 0.017315006 3.669871 3.094698e-03 3.564172e-02
## 1792 Ptprk -0.5188427 -0.040964700 -3.668317 3.103616e-03 3.569594e-02
## 1793 Tgfbrap1 0.8988051 0.152984140 3.668252 3.103994e-03 3.569594e-02
## 1794 Ankdd1b 0.5135285 0.072147403 3.668002 3.105426e-03 3.569594e-02
## 1795 Tpp1 0.2900076 0.334191514 3.667720 3.107052e-03 3.569594e-02
## 1796 Fmo4 -0.5052994 0.417772421 -3.667413 3.108818e-03 3.569594e-02
## 1797 Serinc5 0.5369720 0.026878708 3.667245 3.109788e-03 3.569594e-02
## 1798 Fam19a3 -0.2456336 -0.023069636 -3.666302 3.115221e-03 3.572431e-02
## 1799 Plekha2 -0.6398823 0.394910584 -3.666215 3.115724e-03 3.572431e-02
## 1800 Zfp874a 0.4465121 0.014232411 3.664713 3.124403e-03 3.579795e-02
## 1801 Nin -0.3247442 -0.014221589 -3.664303 3.126777e-03 3.579795e-02
## 1802 Sestd1 0.8363577 0.351422592 3.664204 3.127353e-03 3.579795e-02
## 1803 Cdc123 0.3541517 0.070373597 3.662513 3.137164e-03 3.588486e-02
## 1804 Tmem37 0.5319626 0.396812986 3.662290 3.138460e-03 3.588486e-02
## 1805 Swsap1 0.5569921 0.041748494 3.661826 3.141160e-03 3.588486e-02
## 1806 Gng5 0.5096927 0.029958756 3.661562 3.142699e-03 3.588486e-02
## 1807 9130019P16Rik 0.5126270 -0.055153625 3.661399 3.143644e-03 3.588486e-02
## 1808 Lancl2 0.3723850 -0.181347150 3.660369 3.149649e-03 3.593352e-02
## 1809 Gng7 0.5588479 0.120493317 3.659970 3.151979e-03 3.594023e-02
## 1810 Gm561 1.0580220 -0.084327833 3.659315 3.155810e-03 3.596403e-02
## 1811 Mapre3 0.6206237 -0.003683886 3.658723 3.159270e-03 3.596847e-02
## 1812 Uchl5 0.5446876 0.071022417 3.658652 3.159688e-03 3.596847e-02
## 1813 Dock7 -0.4475992 0.556215191 -3.657715 3.165176e-03 3.599519e-02
## 1814 Ramp3 -0.6834943 -0.004370813 -3.657451 3.166725e-03 3.599519e-02
## 1815 Zmym4 0.4661236 -0.093753750 3.657358 3.167270e-03 3.599519e-02
## 1816 Fbxw8 0.2606359 0.069306978 3.650522 3.207654e-03 3.642196e-02
## 1817 Il1rap 0.4313412 0.036545720 3.649973 3.210918e-03 3.642196e-02
## 1818 Pitpna 0.4989001 0.124802199 3.649833 3.211751e-03 3.642196e-02
## 1819 Kcnj15 -0.3255041 -0.020121452 -3.649811 3.211885e-03 3.642196e-02
## 1820 S100b 0.3014963 -0.003177389 3.647859 3.223526e-03 3.651493e-02
## 1821 Mcf2l -0.5195414 0.004036863 -3.647711 3.224407e-03 3.651493e-02
## 1822 Stxbp5 -0.6296915 -0.062458672 -3.647534 3.225464e-03 3.651493e-02
## 1823 Map1b -1.3775675 -0.332080393 -3.647250 3.227164e-03 3.651493e-02
## 1824 Mki67 -0.9367946 0.507396592 -3.646700 3.230460e-03 3.653218e-02
## 1825 Abhd5 0.3971589 -0.105155182 3.644919 3.241141e-03 3.663288e-02
## 1826 Khk 0.6697292 0.203758307 3.644484 3.243754e-03 3.664234e-02
## 1827 Eea1 -0.3566612 0.056833905 -3.643999 3.246670e-03 3.665521e-02
## 1828 4933436C20Rik -0.3693927 -0.047913678 -3.643190 3.251545e-03 3.669016e-02
## 1829 Hsd17b4 0.5050424 0.247169048 3.642584 3.255200e-03 3.671132e-02
## 1830 Far1 -0.2800716 -0.070336534 -3.641605 3.261118e-03 3.675796e-02
## 1831 Smtn -0.5571369 -0.490518347 -3.637543 3.285771e-03 3.701562e-02
## 1832 Hdc -0.5597738 0.449882406 -3.636679 3.291039e-03 3.705473e-02
## 1833 2410127L17Rik 0.6780939 0.092140459 3.636266 3.293564e-03 3.706292e-02
## 1834 Nrk -0.6364746 0.111678825 -3.634863 3.302140e-03 3.712952e-02
## 1835 Aurkaip1 0.3278596 -0.059405707 3.634710 3.303082e-03 3.712952e-02
## 1836 Gm10759 -0.7568762 0.022135957 -3.634300 3.305590e-03 3.713748e-02
## 1837 Gm8979 -0.5085201 -0.007795429 -3.631697 3.321588e-03 3.728272e-02
## 1838 Hmox2 -0.4664666 0.045463241 -3.631609 3.322133e-03 3.728272e-02
## 1839 Arsb 0.5514100 -0.022438623 3.629601 3.334531e-03 3.740151e-02
## 1840 Rbfox1 -0.2130226 0.026606910 -3.628803 3.339470e-03 3.743655e-02
## 1841 Rps18 -0.2332670 0.005384145 -3.627699 3.346313e-03 3.749289e-02
## 1842 Ppp2r1a 0.3678080 0.027802595 3.625266 3.361452e-03 3.762331e-02
## 1843 Prodh 0.4696541 0.129163674 3.625075 3.362646e-03 3.762331e-02
## 1844 Msn -0.3354085 0.072362392 -3.624950 3.363426e-03 3.762331e-02
## 1845 Hn1 -0.4975737 -0.005263743 -3.624140 3.368484e-03 3.765947e-02
## 1846 Kctd12b -0.8638782 -0.157295549 -3.623679 3.371364e-03 3.767125e-02
## 1847 Zcchc17 0.4590762 0.052412669 3.620099 3.393834e-03 3.790179e-02
## 1848 Eno1 0.6613974 -0.108268058 3.618922 3.401254e-03 3.796410e-02
## 1849 Ssb 0.3007234 0.034435590 3.618545 3.403636e-03 3.797014e-02
## 1850 Msh6 0.4689760 0.051833342 3.617107 3.412733e-03 3.805105e-02
## 1851 Grap 0.8633884 0.190871368 3.616050 3.419431e-03 3.810513e-02
## 1852 Cnpy1 0.2183935 -0.007499346 3.614226 3.431030e-03 3.821375e-02
## 1853 Nbeal1 -0.5719286 0.053256000 -3.612602 3.441383e-03 3.830837e-02
## 1854 Nsa2 -0.2855302 0.022348475 -3.611991 3.445291e-03 3.832110e-02
## 1855 Tnfaip1 -0.6981907 -0.030893835 -3.611842 3.446242e-03 3.832110e-02
## 1856 Dhcr24 0.7846587 0.035949987 3.611474 3.448601e-03 3.832667e-02
## 1857 Gclm 0.6004267 0.060932476 3.611060 3.451247e-03 3.833541e-02
## 1858 Kat6b 0.6256151 -0.016191610 3.610503 3.454822e-03 3.835448e-02
## 1859 Tmem184b 0.5108557 0.095577686 3.609386 3.461988e-03 3.841336e-02
## 1860 Trim28 -0.2401768 -0.016402180 -3.608248 3.469310e-03 3.847391e-02
## 1861 Fgf3 0.1964655 -0.017810345 3.606684 3.479400e-03 3.856507e-02
## 1862 Commd10 0.5044231 0.109347157 3.604766 3.491811e-03 3.866285e-02
## 1863 Slc44a5 0.3233995 0.101789221 3.604511 3.493465e-03 3.866285e-02
## 1864 Limch1 0.4431912 -0.747213457 3.604453 3.493845e-03 3.866285e-02
## 1865 Rnf157 -0.5555226 0.075558474 -3.603781 3.498204e-03 3.868855e-02
## 1866 AU040096 0.3477233 0.036285530 3.603517 3.499919e-03 3.868855e-02
## 1867 Ugcg -0.8262644 0.161570103 -3.603046 3.502979e-03 3.870163e-02
## 1868 Rxra -0.3709072 0.319532621 -3.602608 3.505832e-03 3.871242e-02
## 1869 Btf3l4 0.4087352 -0.087423405 3.601613 3.512317e-03 3.876328e-02
## 1870 Ndfip1 0.4020166 0.090567397 3.598670 3.531564e-03 3.895485e-02
## 1871 Kank1 0.4281532 0.143805917 3.596056 3.548751e-03 3.912351e-02
## 1872 Aldh1l1 -0.4681341 0.023809305 -3.595356 3.553367e-03 3.915348e-02
## 1873 Cacna2d1 -0.4306334 0.021270689 -3.593433 3.566079e-03 3.926401e-02
## 1874 Glod4 0.7505239 0.201232655 3.593263 3.567206e-03 3.926401e-02
## 1875 Gab3 -0.6430751 0.016242567 -3.591757 3.577203e-03 3.935304e-02
## 1876 Gca 1.7133449 -0.087130610 3.589633 3.591345e-03 3.948757e-02
## 1877 Pde10a -0.6455607 -0.075512885 -3.588808 3.596851e-03 3.952704e-02
## 1878 Uba7 -0.4355246 -0.026750914 -3.585614 3.618257e-03 3.974110e-02
## 1879 Tcte2 0.4425538 -0.027943104 3.585207 3.620996e-03 3.975002e-02
## 1880 D2hgdh 0.4210243 0.044797662 3.583682 3.631275e-03 3.984165e-02
## 1881 Cpsf2 -0.3649381 -0.010662588 -3.580403 3.653462e-03 4.006378e-02
## 1882 Max 0.3934679 0.034023094 3.579360 3.660555e-03 4.008702e-02
## 1883 Cecr2 -0.5780897 -0.314467210 -3.579324 3.660797e-03 4.008702e-02
## 1884 Socs6 0.4834925 0.061690523 3.579234 3.661412e-03 4.008702e-02
## 1885 Map4k2 0.4707371 -0.033691317 3.578555 3.666033e-03 4.011632e-02
## 1886 Fhod1 -0.5541577 0.000244109 -3.577724 3.671701e-03 4.015704e-02
## 1887 Saysd1 0.4885532 -0.097294651 3.577257 3.674888e-03 4.016770e-02
## 1888 Abcg3 0.9457426 0.956139666 3.576623 3.679223e-03 4.016770e-02
## 1889 Tfpi2 -0.2639063 -0.000832688 -3.576442 3.680460e-03 4.016770e-02
## 1890 Xdh -0.5822439 -0.008065506 -3.576441 3.680465e-03 4.016770e-02
## 1891 Fam69c -0.2065183 0.015972099 -3.574916 3.690911e-03 4.026040e-02
## 1892 Smap1 0.6551348 -0.070874786 3.574013 3.697117e-03 4.030678e-02
## 1893 Wrb 0.8661448 -0.003189662 3.573480 3.700775e-03 4.031518e-02
## 1894 Adamtsl2 0.3110116 0.040712611 3.573332 3.701796e-03 4.031518e-02
## 1895 Paip2 0.3351714 -0.017983564 3.570701 3.719943e-03 4.049143e-02
## 1896 Dctn4 0.3679949 0.079920768 3.570001 3.724787e-03 4.051155e-02
## 1897 Tcea3 0.5083359 0.104608532 3.569584 3.727679e-03 4.051155e-02
## 1898 Cdon 0.5243444 -0.245126409 3.569347 3.729320e-03 4.051155e-02
## 1899 Ubl7 0.7339862 0.008152458 3.569154 3.730660e-03 4.051155e-02
## 1900 Epha7 0.4314310 0.057827567 3.568821 3.732969e-03 4.051155e-02
## 1901 Cmss1 0.4881684 -0.107197697 3.568734 3.733575e-03 4.051155e-02
## 1902 Ndufb8 0.4313367 -0.018004290 3.567872 3.739560e-03 4.055516e-02
## 1903 Shfm1 0.3229561 -0.022756323 3.566763 3.747280e-03 4.059884e-02
## 1904 Abhd12 0.3303738 0.438561731 3.566465 3.749356e-03 4.059884e-02
## 1905 Ankrd13d 0.2975607 0.116134772 3.566445 3.749493e-03 4.059884e-02
## 1906 Kdm6a 0.5337429 0.053150177 3.565851 3.753637e-03 4.061076e-02
## 1907 Olfr1089 0.2250854 0.003444227 3.565723 3.754531e-03 4.061076e-02
## 1908 Naca 0.1977358 0.072738551 3.562040 3.780331e-03 4.086839e-02
## 1909 Necab3 -0.2226489 -0.055724367 -3.559715 3.796716e-03 4.102212e-02
## 1910 Vwc2l 0.2023803 -0.012537416 3.559458 3.798528e-03 4.102212e-02
## 1911 Mylk -0.4373395 0.000483034 -3.557822 3.810102e-03 4.110743e-02
## 1912 Ogn -0.4331110 0.022961774 -3.557778 3.810414e-03 4.110743e-02
## 1913 Zwint -0.7127474 -0.035063808 -3.557076 3.815392e-03 4.112271e-02
## 1914 Arhgdib 0.2980086 0.550133827 3.556900 3.816643e-03 4.112271e-02
## 1915 Coa5 0.3943183 0.232023618 3.556582 3.818900e-03 4.112271e-02
## 1916 Ptk2 -0.6527904 -0.024361357 -3.556455 3.819805e-03 4.112271e-02
## 1917 Cmya5 -0.3490607 -0.032643667 -3.554521 3.833569e-03 4.122959e-02
## 1918 Smpd1 1.0195861 -0.014906280 3.554498 3.833730e-03 4.122959e-02
## 1919 Emp1 -1.5612036 0.452779555 -3.553717 3.839305e-03 4.126802e-02
## 1920 Isg15 0.6537231 -0.061075560 3.552257 3.849748e-03 4.135873e-02
## 1921 Plk1s1 0.8357126 -0.061597570 3.551764 3.853278e-03 4.137510e-02
## 1922 Decr1 0.9319658 -0.026661554 3.550543 3.862037e-03 4.143754e-02
## 1923 Sp110 -0.7249044 0.032984525 -3.550394 3.863111e-03 4.143754e-02
## 1924 Grk4 0.5962996 -0.014756216 3.547969 3.880576e-03 4.160325e-02
## 1925 Prdm1 -1.0592437 -0.198222284 -3.546625 3.890296e-03 4.168579e-02
## 1926 F8 -0.5775755 0.774169643 -3.545399 3.899181e-03 4.175930e-02
## 1927 Ndrg3 0.5028979 0.018803343 3.537927 3.953772e-03 4.232198e-02
## 1928 Lmo7 -0.7436161 0.098423199 -3.536411 3.964944e-03 4.241956e-02
## 1929 Camk2d -0.4617771 0.203239378 -3.535748 3.969837e-03 4.242791e-02
## 1930 Gtf3c5 0.5355541 -0.075584634 3.535748 3.969839e-03 4.242791e-02
## 1931 Ggh 0.4332434 0.216794970 3.534159 3.981594e-03 4.253150e-02
## 1932 Gspt2 0.6518218 0.052083268 3.533644 3.985415e-03 4.255029e-02
## 1933 Rassf8 0.5685584 0.071158378 3.533130 3.989228e-03 4.256896e-02
## 1934 Lrtm1 -0.2806546 0.028282324 -3.531190 4.003663e-03 4.270091e-02
## 1935 Ifng 0.2338462 0.008823332 3.530749 4.006952e-03 4.271390e-02
## 1936 Rffl -0.3729210 -0.088198725 -3.530156 4.011376e-03 4.272765e-02
## 1937 Sfpq -0.2370202 -0.010272789 -3.530021 4.012385e-03 4.272765e-02
## 1938 Mx2 -0.8449648 0.115003070 -3.527746 4.029410e-03 4.288681e-02
## 1939 Dpf1 -0.2116084 -0.012007363 -3.527364 4.032280e-03 4.289523e-02
## 1940 Htr2a 0.8223105 -0.113873353 3.526162 4.041316e-03 4.296919e-02
## 1941 Cpne3 0.4759086 -0.066938719 3.524575 4.053270e-03 4.305622e-02
## 1942 Kank2 0.2894295 0.103695963 3.524521 4.053676e-03 4.305622e-02
## 1943 Snrpd2 0.4543908 0.018432006 3.522279 4.070639e-03 4.321414e-02
## 1944 Cnn3 -0.6783180 0.082720091 -3.521874 4.073704e-03 4.322443e-02
## 1945 Mir20b 0.2376312 -0.014155865 3.520795 4.081898e-03 4.328910e-02
## 1946 Igsf6 -0.9290077 1.090566680 -3.518460 4.099691e-03 4.345546e-02
## 1947 Nkx6-2 -0.3066171 0.002822812 -3.517618 4.106125e-03 4.350131e-02
## 1948 Myl12b 0.2076979 0.050799496 3.516542 4.114357e-03 4.356614e-02
## 1949 Htatsf1 0.3682419 0.071480433 3.515974 4.118709e-03 4.356785e-02
## 1950 0610011F06Rik 0.4164119 -0.069604841 3.515970 4.118743e-03 4.356785e-02
## 1951 Prm3 0.2878057 -0.053896204 3.515145 4.125074e-03 4.361246e-02
## 1952 Tsc2 0.4849051 0.058466689 3.512324 4.146805e-03 4.381975e-02
## 1953 Spag5 -0.5861875 0.021937341 -3.511302 4.154711e-03 4.388081e-02
## 1954 9330151L19Rik -0.3355885 -0.028503799 -3.510242 4.162923e-03 4.392436e-02
## 1955 Hoxa1 -0.2561583 -0.012470087 -3.510220 4.163093e-03 4.392436e-02
## 1956 Ulk1 0.4108861 0.043053309 3.508963 4.172848e-03 4.400478e-02
## 1957 Vgll4 -0.8115085 0.097531670 -3.508045 4.179995e-03 4.405762e-02
## 1958 Zfp449 0.3627340 0.001876356 3.507210 4.186502e-03 4.406967e-02
## 1959 Ptpla -0.6633635 -0.176490355 -3.507186 4.186687e-03 4.406967e-02
## 1960 Gm5595 0.8080354 0.237828887 3.507076 4.187548e-03 4.406967e-02
## 1961 Gm12942 0.4446068 0.171844225 3.502716 4.221701e-03 4.440644e-02
## 1962 Zc3h7b 0.3977877 -0.037473010 3.501466 4.231543e-03 4.448728e-02
## 1963 Map2k1 -0.4628798 -0.034230328 -3.500341 4.240424e-03 4.455793e-02
## 1964 Pin4 0.3965041 -0.043415611 3.499369 4.248108e-03 4.461595e-02
## 1965 Olfr317 0.3181400 -0.005630716 3.498830 4.252378e-03 4.463807e-02
## 1966 B930041F14Rik 0.4689145 0.100125853 3.497771 4.260776e-03 4.470347e-02
## 1967 Thy1 -0.5538562 0.022492284 -3.497443 4.263383e-03 4.470809e-02
## 1968 Cdk19 0.4481980 0.564684674 3.496888 4.267798e-03 4.473164e-02
## 1969 Aspn -2.7099863 0.563411861 -3.490496 4.318940e-03 4.524468e-02
## 1970 Jsrp1 0.2079406 -0.004030323 3.487486 4.343244e-03 4.545635e-02
## 1971 Wdfy2 -0.6174388 0.167706009 -3.487447 4.343553e-03 4.545635e-02
## 1972 Etnk1 0.6799596 0.078111331 3.484919 4.364070e-03 4.564791e-02
## 1973 Rab28 0.6242857 -0.107333661 3.482439 4.384301e-03 4.583628e-02
## 1974 Tnfrsf26 -1.1202669 0.306480537 -3.481078 4.395440e-03 4.592945e-02
## 1975 Dido1 -0.3183708 -0.012311173 -3.479551 4.407964e-03 4.603700e-02
## 1976 Phldb1 -0.3998652 0.086244108 -3.477663 4.423517e-03 4.617605e-02
## 1977 Flad1 -0.2378469 0.012429650 -3.477347 4.426117e-03 4.617982e-02
## 1978 Tmed10 0.2524694 0.148883216 3.476746 4.431084e-03 4.620827e-02
## 1979 Pgf -0.2973380 -0.006354936 -3.474648 4.448451e-03 4.636594e-02
## 1980 Ubl5 0.4790370 0.065534719 3.473930 4.454411e-03 4.640461e-02
## 1981 Tymp 0.3321900 -0.024010275 3.472737 4.464337e-03 4.645300e-02
## 1982 Mtss1l -0.7009616 0.010286837 -3.472645 4.465100e-03 4.645300e-02
## 1983 Dagla 0.2561199 0.107702128 3.472551 4.465879e-03 4.645300e-02
## 1984 Wdr61 0.6004880 0.090077020 3.472289 4.468063e-03 4.645300e-02
## 1985 Mterfd3 0.7476737 -0.202507658 3.468100 4.503106e-03 4.679374e-02
## 1986 Gabarapl1 0.7144159 0.004685374 3.467167 4.510956e-03 4.685170e-02
## 1987 Sgcb -1.2201619 -0.053943227 -3.466323 4.518057e-03 4.689993e-02
## 1988 Hint2 0.4687858 0.028961691 3.466075 4.520147e-03 4.689993e-02
## 1989 BC031361 0.8560658 0.179283083 3.465209 4.527454e-03 4.695214e-02
## 1990 Psmd2 0.3666967 -0.015431913 3.464078 4.537021e-03 4.702770e-02
## 1991 Ccdc93 -0.3448014 0.172482873 -3.463649 4.540649e-03 4.704167e-02
## 1992 Spata7 0.5859919 -0.038302580 3.462130 4.553531e-03 4.715145e-02
## 1993 Kat5 0.4768200 0.016939450 3.459353 4.577184e-03 4.737259e-02
## 1994 Dync1i1 0.2480470 0.029435635 3.457678 4.591510e-03 4.749703e-02
## 1995 Rplp0 -0.3219193 0.091132132 -3.456962 4.597650e-03 4.753670e-02
## 1996 Apln -0.3585094 0.055499998 -3.456372 4.602713e-03 4.756521e-02
## 1997 Tmem251 0.4888752 0.036064115 3.455493 4.610270e-03 4.761945e-02
## 1998 Cplx2 -0.3166626 0.001613364 -3.452996 4.631802e-03 4.779186e-02
## 1999 St8sia4 0.5367664 0.134215413 3.452968 4.632044e-03 4.779186e-02
## 2000 Rpp21 0.3854423 0.039186668 3.452751 4.633913e-03 4.779186e-02
## 2001 Sdccag3 -0.2292684 -0.006290817 -3.451993 4.640471e-03 4.783558e-02
## 2002 Eva1a -0.4003744 0.015105502 -3.450807 4.650755e-03 4.790592e-02
## 2003 Edem2 0.5054874 0.129253099 3.450671 4.651940e-03 4.790592e-02
## 2004 Rftn2 0.5881949 -0.086582216 3.449766 4.659803e-03 4.796295e-02
## 2005 Mblac2 1.4534448 0.093871851 3.449166 4.665018e-03 4.799268e-02
## 2006 Nudcd2 0.5209117 0.063874943 3.448516 4.670683e-03 4.802701e-02
## 2007 Rab24 0.5639919 -0.019624137 3.447247 4.681754e-03 4.811686e-02
## 2008 Pole4 0.5129226 -0.140131697 3.445175 4.699894e-03 4.827924e-02
## 2009 Pgm2l1 -0.4994141 0.141223080 -3.443777 4.712176e-03 4.837079e-02
## 2010 Atxn10 0.5881564 -0.194912468 3.443627 4.713496e-03 4.837079e-02
## 2011 Hexim2 -0.2457026 0.007178815 -3.442209 4.725984e-03 4.845929e-02
## 2012 Mtmr6 0.6636260 0.066115063 3.441833 4.729300e-03 4.845929e-02
## 2013 Papss1 0.6030723 0.026231861 3.441613 4.731248e-03 4.845929e-02
## 2014 Rad1 0.4396281 0.135355092 3.441341 4.733650e-03 4.845929e-02
## 2015 Emilin1 -0.4076632 0.020238178 -3.441316 4.733867e-03 4.845929e-02
## 2016 Arl4c -0.4551789 0.172743321 -3.440854 4.737956e-03 4.847709e-02
## 2017 Sycp2 -0.1684633 -0.092913716 -3.438311 4.760501e-03 4.868362e-02
## 2018 Sec62 0.2119928 0.080006728 3.437765 4.765350e-03 4.870906e-02
## 2019 Tmem62 0.5789385 0.068028419 3.437134 4.770966e-03 4.874230e-02
## 2020 Hipk3 0.4209051 0.124525136 3.436083 4.780342e-03 4.881392e-02
## 2021 Mpp2 -0.3394996 -0.005331039 -3.435489 4.785640e-03 4.883429e-02
## 2022 Clpx 0.5433126 -0.032824102 3.435329 4.787072e-03 4.883429e-02
## 2023 Mpp7 0.8770310 0.089742993 3.432921 4.808641e-03 4.900691e-02
## 2024 Park7 0.6154578 0.076492309 3.432909 4.808745e-03 4.900691e-02
## 2025 Grcc10 0.4741424 -0.013728906 3.432240 4.814756e-03 4.904394e-02
## 2026 Dars -0.6545804 0.105178698 -3.430573 4.829767e-03 4.917256e-02
## 2027 Snai2 -0.8955507 0.132275107 -3.429089 4.843169e-03 4.927497e-02
## 2028 Rny3 -1.2945978 0.226623282 -3.428930 4.844604e-03 4.927497e-02
## 2029 Atp6v0e2 0.4783848 0.172463545 3.428188 4.851320e-03 4.931896e-02
## 2030 Gbas 0.4872801 -0.100364753 3.427572 4.856903e-03 4.935140e-02
## 2031 Mapk12 -0.3393402 -0.127643777 -3.427100 4.861189e-03 4.937063e-02
## 2032 Sfrs18 -0.2598664 0.025979996 -3.426481 4.866810e-03 4.940269e-02
## 2033 Parp14 -0.6109578 0.000234735 -3.426225 4.869136e-03 4.940269e-02
## 2034 Slc10a6 -0.9724572 0.077171260 -3.424719 4.882853e-03 4.951751e-02
## 2035 Ppil3 0.7777238 0.086388620 3.421620 4.911188e-03 4.974511e-02
## 2036 Spag7 0.5054412 0.027799100 3.421475 4.912524e-03 4.974511e-02
## 2037 Mycn -0.5404670 -0.030678431 -3.421376 4.913434e-03 4.974511e-02
## 2038 Ythdc2 0.4861750 0.030071116 3.421211 4.914944e-03 4.974511e-02
## 2039 Sord 0.5704929 -0.121315957 3.419536 4.930343e-03 4.987650e-02
## B
## 1 29.027152530
## 2 27.629168240
## 3 27.184757410
## 4 26.512420750
## 5 26.336261030
## 6 25.703081610
## 7 25.599745600
## 8 25.563890470
## 9 25.360052200
## 10 25.344124430
## 11 24.304119740
## 12 24.097655130
## 13 24.049027590
## 14 22.979191250
## 15 22.479054350
## 16 22.111996490
## 17 21.837495260
## 18 21.725542610
## 19 21.361118610
## 20 20.881644700
## 21 20.720816080
## 22 20.358434940
## 23 20.111747100
## 24 19.913186560
## 25 19.504903660
## 26 19.429287560
## 27 19.160370970
## 28 19.031625600
## 29 18.903071880
## 30 18.874379720
## 31 18.748481900
## 32 18.645657300
## 33 18.608305540
## 34 18.573177500
## 35 18.458499020
## 36 18.444428460
## 37 18.322155420
## 38 18.300597990
## 39 18.270920700
## 40 17.963257580
## 41 17.924292530
## 42 17.867787920
## 43 17.858560770
## 44 17.798877530
## 45 17.675434470
## 46 17.539492790
## 47 17.370377210
## 48 17.240724770
## 49 17.112031690
## 50 16.950577010
## 51 16.906501710
## 52 16.891108150
## 53 16.575146540
## 54 16.395112590
## 55 16.294615090
## 56 16.215937040
## 57 16.206876520
## 58 16.102981000
## 59 15.945279150
## 60 15.915441310
## 61 15.894897320
## 62 15.652379160
## 63 15.605381310
## 64 15.604253080
## 65 15.526542630
## 66 15.511130070
## 67 15.422581820
## 68 15.395121340
## 69 15.338936930
## 70 15.257125870
## 71 15.216716070
## 72 15.076452220
## 73 14.885322590
## 74 14.843886000
## 75 14.781937620
## 76 14.534597490
## 77 14.466787600
## 78 14.464243680
## 79 14.426874630
## 80 14.412293040
## 81 14.338776720
## 82 14.300715230
## 83 14.188195000
## 84 14.182579050
## 85 14.095188650
## 86 14.086693690
## 87 13.986476850
## 88 13.940603520
## 89 13.867485130
## 90 13.862453370
## 91 13.738374470
## 92 13.717962210
## 93 13.695620250
## 94 13.654204380
## 95 13.633888520
## 96 13.504008230
## 97 13.495968470
## 98 13.361069600
## 99 13.237106050
## 100 13.135597810
## 101 13.114206490
## 102 13.101337980
## 103 12.941788320
## 104 12.858665420
## 105 12.802218020
## 106 12.778030610
## 107 12.751214550
## 108 12.743159670
## 109 12.641706080
## 110 12.589688230
## 111 12.546057510
## 112 12.443220910
## 113 12.395809300
## 114 12.386629180
## 115 12.326766450
## 116 12.310205360
## 117 12.300929940
## 118 12.280507260
## 119 12.265957620
## 120 12.246269170
## 121 12.074406690
## 122 11.945838990
## 123 11.866211980
## 124 11.802385000
## 125 11.772537700
## 126 11.768362140
## 127 11.737066540
## 128 11.627181310
## 129 11.591114320
## 130 11.423083320
## 131 11.406998550
## 132 11.321723810
## 133 11.314169820
## 134 11.301757300
## 135 11.255852130
## 136 11.243889210
## 137 11.236227690
## 138 11.120437480
## 139 11.007836680
## 140 10.993304530
## 141 10.944209420
## 142 10.900268130
## 143 10.855479530
## 144 10.757494660
## 145 10.699512390
## 146 10.622330240
## 147 10.517651430
## 148 10.504234350
## 149 10.485692660
## 150 10.453587670
## 151 10.426909170
## 152 10.368519290
## 153 10.362682050
## 154 10.180266830
## 155 10.167747520
## 156 10.154473910
## 157 10.089319680
## 158 10.079996310
## 159 10.073972120
## 160 10.066324700
## 161 10.016297770
## 162 9.918255639
## 163 9.910677599
## 164 9.887718933
## 165 9.856758163
## 166 9.785948016
## 167 9.784922276
## 168 9.780758390
## 169 9.619140505
## 170 9.597088387
## 171 9.501895026
## 172 9.472378048
## 173 9.459614934
## 174 9.445247416
## 175 9.444541710
## 176 9.443889805
## 177 9.368926310
## 178 9.317184644
## 179 9.277355118
## 180 9.258209290
## 181 9.242624507
## 182 9.237272048
## 183 9.080438788
## 184 9.061118490
## 185 9.047692662
## 186 9.005722718
## 187 8.988677589
## 188 8.902881361
## 189 8.819529957
## 190 8.818828061
## 191 8.788226869
## 192 8.758857734
## 193 8.757739427
## 194 8.747984113
## 195 8.699796617
## 196 8.669169307
## 197 8.666845216
## 198 8.627551291
## 199 8.606240188
## 200 8.576716144
## 201 8.561914837
## 202 8.540372867
## 203 8.532618711
## 204 8.532477855
## 205 8.487716957
## 206 8.456727273
## 207 8.424132232
## 208 8.404649519
## 209 8.340621276
## 210 8.256518700
## 211 8.238185449
## 212 8.224044824
## 213 8.196736794
## 214 8.177702420
## 215 8.174477573
## 216 8.152471787
## 217 8.136480511
## 218 8.102958608
## 219 8.091223579
## 220 8.006594239
## 221 7.997420109
## 222 7.949795822
## 223 7.933742601
## 224 7.933308632
## 225 7.924255025
## 226 7.889212839
## 227 7.876280598
## 228 7.839536630
## 229 7.826578114
## 230 7.796219205
## 231 7.795653772
## 232 7.793470237
## 233 7.714576253
## 234 7.698193741
## 235 7.647299310
## 236 7.646344650
## 237 7.646018870
## 238 7.623899380
## 239 7.617921901
## 240 7.606312687
## 241 7.600461857
## 242 7.530880408
## 243 7.526664878
## 244 7.485991072
## 245 7.473870026
## 246 7.441863279
## 247 7.415102859
## 248 7.384214791
## 249 7.361203754
## 250 7.310579189
## 251 7.295119341
## 252 7.280997087
## 253 7.277762334
## 254 7.265969949
## 255 7.246827778
## 256 7.186903705
## 257 7.185347334
## 258 7.178284544
## 259 7.119238337
## 260 7.093209566
## 261 7.038925909
## 262 7.014725789
## 263 7.010270795
## 264 7.004873523
## 265 6.999054122
## 266 6.988490032
## 267 6.977259162
## 268 6.956325122
## 269 6.926770014
## 270 6.918689070
## 271 6.914371178
## 272 6.914280877
## 273 6.888839360
## 274 6.863770611
## 275 6.821317970
## 276 6.821308471
## 277 6.818088611
## 278 6.794032056
## 279 6.759821495
## 280 6.735614878
## 281 6.651940109
## 282 6.635960642
## 283 6.631307359
## 284 6.605451903
## 285 6.587823155
## 286 6.579099308
## 287 6.558380803
## 288 6.545939829
## 289 6.543248694
## 290 6.537717538
## 291 6.527787482
## 292 6.525099020
## 293 6.498100711
## 294 6.416788903
## 295 6.405163667
## 296 6.403413507
## 297 6.373424219
## 298 6.362528761
## 299 6.348203812
## 300 6.307747749
## 301 6.202722995
## 302 6.196384041
## 303 6.153955075
## 304 6.129171598
## 305 6.126352951
## 306 6.115269145
## 307 6.113435468
## 308 6.102541902
## 309 6.081798752
## 310 6.054402667
## 311 6.053449757
## 312 6.046462369
## 313 6.043305673
## 314 6.042766166
## 315 6.026515533
## 316 6.007704949
## 317 6.005931700
## 318 5.962542727
## 319 5.953786830
## 320 5.953594377
## 321 5.942319134
## 322 5.940975264
## 323 5.904220122
## 324 5.896591562
## 325 5.849024886
## 326 5.832817523
## 327 5.813106784
## 328 5.804721007
## 329 5.800178419
## 330 5.785351238
## 331 5.774864836
## 332 5.709799797
## 333 5.694520256
## 334 5.694050159
## 335 5.679605861
## 336 5.648029697
## 337 5.625517594
## 338 5.600089229
## 339 5.589226114
## 340 5.575778809
## 341 5.572099285
## 342 5.557891483
## 343 5.554231240
## 344 5.539557172
## 345 5.528863346
## 346 5.511158622
## 347 5.479592788
## 348 5.457630709
## 349 5.454401289
## 350 5.446251604
## 351 5.440116070
## 352 5.399490159
## 353 5.394883412
## 354 5.380437146
## 355 5.361561003
## 356 5.355269122
## 357 5.300369332
## 358 5.295094943
## 359 5.274706703
## 360 5.229809386
## 361 5.227352878
## 362 5.194789264
## 363 5.187571669
## 364 5.115618927
## 365 5.032250750
## 366 5.007770395
## 367 4.985480269
## 368 4.947637010
## 369 4.941304959
## 370 4.926673421
## 371 4.922744689
## 372 4.919917022
## 373 4.886036523
## 374 4.882991416
## 375 4.869452334
## 376 4.866503098
## 377 4.863308871
## 378 4.848779891
## 379 4.838505344
## 380 4.834903383
## 381 4.834443015
## 382 4.831442431
## 383 4.825461483
## 384 4.806007900
## 385 4.805855454
## 386 4.803962707
## 387 4.778563481
## 388 4.776945624
## 389 4.765633543
## 390 4.755336199
## 391 4.672459135
## 392 4.664244301
## 393 4.658342285
## 394 4.655427649
## 395 4.642678131
## 396 4.620227912
## 397 4.616742876
## 398 4.605597292
## 399 4.577709148
## 400 4.562203099
## 401 4.554036030
## 402 4.553955992
## 403 4.545241506
## 404 4.532077584
## 405 4.516804454
## 406 4.505367551
## 407 4.492929579
## 408 4.481000186
## 409 4.473671537
## 410 4.468873829
## 411 4.457401108
## 412 4.456693239
## 413 4.446075397
## 414 4.421288842
## 415 4.412783633
## 416 4.388204549
## 417 4.380940047
## 418 4.372628370
## 419 4.341750893
## 420 4.324068833
## 421 4.316517678
## 422 4.315278079
## 423 4.308254426
## 424 4.307801246
## 425 4.301109750
## 426 4.285463969
## 427 4.258769971
## 428 4.253588424
## 429 4.249289812
## 430 4.231262625
## 431 4.212125238
## 432 4.206422272
## 433 4.184828618
## 434 4.172773525
## 435 4.117483604
## 436 4.116886340
## 437 4.100014942
## 438 4.083399136
## 439 4.059931035
## 440 4.058153482
## 441 4.050036478
## 442 4.017225845
## 443 3.985688486
## 444 3.984632633
## 445 3.954948916
## 446 3.952657144
## 447 3.945620507
## 448 3.943718629
## 449 3.864907609
## 450 3.859683817
## 451 3.843369869
## 452 3.824385192
## 453 3.815513792
## 454 3.815163931
## 455 3.813767007
## 456 3.785762487
## 457 3.782457558
## 458 3.751420207
## 459 3.708063866
## 460 3.706260479
## 461 3.688491401
## 462 3.679023196
## 463 3.644906300
## 464 3.643966362
## 465 3.641798602
## 466 3.613896000
## 467 3.592235270
## 468 3.591158548
## 469 3.584428894
## 470 3.579588810
## 471 3.579161433
## 472 3.578333893
## 473 3.575730162
## 474 3.565621043
## 475 3.538030654
## 476 3.535752420
## 477 3.530171372
## 478 3.524600419
## 479 3.495371661
## 480 3.494620967
## 481 3.458893619
## 482 3.454121336
## 483 3.440050745
## 484 3.433741672
## 485 3.423451979
## 486 3.399151532
## 487 3.394708449
## 488 3.362236940
## 489 3.356478362
## 490 3.341789721
## 491 3.336580428
## 492 3.330686739
## 493 3.329124825
## 494 3.320204807
## 495 3.311106443
## 496 3.296537885
## 497 3.273933613
## 498 3.269673235
## 499 3.259036991
## 500 3.256487357
## 501 3.254662464
## 502 3.253574146
## 503 3.237269727
## 504 3.233019046
## 505 3.215928819
## 506 3.212983904
## 507 3.212088393
## 508 3.201871832
## 509 3.198777404
## 510 3.188035720
## 511 3.183722636
## 512 3.158689646
## 513 3.149023312
## 514 3.145443936
## 515 3.124210718
## 516 3.117697368
## 517 3.113976552
## 518 3.103922572
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## 1949 -2.991794694
## 1950 -2.991802950
## 1951 -2.993357640
## 1952 -2.998675648
## 1953 -3.000603210
## 1954 -3.002601576
## 1955 -3.002643001
## 1956 -3.005011579
## 1957 -3.006743387
## 1958 -3.008317319
## 1959 -3.008362082
## 1960 -3.008570217
## 1961 -3.016789316
## 1962 -3.019145259
## 1963 -3.021266463
## 1964 -3.023098073
## 1965 -3.024114587
## 1966 -3.026110453
## 1967 -3.026729251
## 1968 -3.027776330
## 1969 -3.039825536
## 1970 -3.045501000
## 1971 -3.045572835
## 1972 -3.050338608
## 1973 -3.055015390
## 1974 -3.057581100
## 1975 -3.060458087
## 1976 -3.064019154
## 1977 -3.064613240
## 1978 -3.065747145
## 1979 -3.069701870
## 1980 -3.071055273
## 1981 -3.073305388
## 1982 -3.073478268
## 1983 -3.073654464
## 1984 -3.074148887
## 1985 -3.082045529
## 1986 -3.083805854
## 1987 -3.085395611
## 1988 -3.085863081
## 1989 -3.087495666
## 1990 -3.089628778
## 1991 -3.090436627
## 1992 -3.093299720
## 1993 -3.098535036
## 1994 -3.101692724
## 1995 -3.103042891
## 1996 -3.104154935
## 1997 -3.105812513
## 1998 -3.110519976
## 1999 -3.110572686
## 2000 -3.110980359
## 2001 -3.112408971
## 2002 -3.114645399
## 2003 -3.114902660
## 2004 -3.116608703
## 2005 -3.117738504
## 2006 -3.118964600
## 2007 -3.121355870
## 2008 -3.125261989
## 2009 -3.127897761
## 2010 -3.128180750
## 2011 -3.130853010
## 2012 -3.131561188
## 2013 -3.131977155
## 2014 -3.132489738
## 2015 -3.132536035
## 2016 -3.133407984
## 2017 -3.138201793
## 2018 -3.139229919
## 2019 -3.140419047
## 2020 -3.142401648
## 2021 -3.143520104
## 2022 -3.143822021
## 2023 -3.148361171
## 2024 -3.148383020
## 2025 -3.149644261
## 2026 -3.152786792
## 2027 -3.155584338
## 2028 -3.155883249
## 2029 -3.157281828
## 2030 -3.158442887
## 2031 -3.159333331
## 2032 -3.160499823
## 2033 -3.160981999
## 2034 -3.163821778
## 2035 -3.169661662
## 2036 -3.169936271
## 2037 -3.170123160
## 2038 -3.170433238
## 2039 -3.173590362
EC$david
## Category ID
## 1 BP GO:0007507
## 2 BP GO:0001944
## 3 BP GO:0001568
## 4 BP GO:0048729
## 5 BP GO:0048514
## 6 BP GO:0051336
## 7 BP GO:0042325
## 8 BP GO:0016310
## 9 BP GO:0006468
## 10 BP GO:0006163
## 11 BP GO:0006793
## 12 BP GO:0006796
## 13 BP GO:0046578
## 14 BP GO:0048738
## 15 BP GO:0019220
## 16 BP GO:0051174
## 17 BP GO:0051056
## 18 BP GO:0002009
## 19 BP GO:0008283
## 20 BP GO:0042127
## 21 BP GO:0051338
## 22 BP GO:0043549
## 23 BP GO:0008015
## 24 BP GO:0003013
## 25 BP GO:0007167
## 26 BP GO:0007243
## 27 BP GO:0045859
## 28 BP GO:0007155
## 29 BP GO:0009165
## 30 BP GO:0022610
## 31 BP GO:0014706
## 32 BP GO:0060429
## 33 BP GO:0035295
## 34 BP GO:0043009
## 35 BP GO:0060537
## 36 BP GO:0035239
## 37 BP GO:0006164
## 38 BP GO:0034654
## 39 BP GO:0034404
## 40 BP GO:0060485
## 41 BP GO:0009792
## 42 BP GO:0031032
## 43 BP GO:0007517
## 44 BP GO:0043062
## 45 BP GO:0014031
## 46 BP GO:0008285
## 47 BP GO:0007242
## 48 BP GO:0016477
## 49 BP GO:0044271
## 50 BP GO:0048762
## 51 BP GO:0030029
## 52 BP GO:0014033
## 53 BP GO:0014032
## 54 BP GO:0044093
## 55 BP GO:0006631
## 56 BP GO:0043087
## 57 BP GO:0006979
## 58 BP GO:0030239
## 59 BP GO:0000165
## 60 BP GO:0055114
## 61 BP GO:0060562
## 62 BP GO:0055082
## 63 BP GO:0001525
## 64 BP GO:0010035
## 65 BP GO:0046777
## 66 BP GO:0009144
## 67 BP GO:0034329
## 68 BP GO:0051347
## 69 BP GO:0001932
## 70 BP GO:0030036
## 71 BP GO:0003007
## 72 BP GO:0009145
## 73 BP GO:0009205
## 74 BP GO:0034330
## 75 BP GO:0033674
## 76 BP GO:0030003
## 77 BP GO:0009142
## 78 BP GO:0009199
## 79 BP GO:0033002
## 80 BP GO:0045860
## 81 BP GO:0043085
## 82 BP GO:0006873
## 83 BP GO:0042692
## 84 BP GO:0032989
## 85 BP GO:0009259
## 86 BP GO:0046034
## 87 BP GO:0006469
## 88 BP GO:0033673
## 89 BP GO:0009260
## 90 BP GO:0043405
## 91 BP GO:0009150
## 92 BP GO:0007044
## 93 BP GO:0048878
## 94 BP GO:0051348
## 95 BP GO:0016337
## 96 BP GO:0009152
## 97 BP GO:0009206
## 98 BP GO:0009201
## 99 CC GO:0005886
## 100 CC GO:0016323
## 101 CC GO:0005912
## 102 CC GO:0030054
## 103 CC GO:0031988
## 104 CC GO:0030055
## 105 CC GO:0005604
## 106 CC GO:0016023
## 107 CC GO:0044459
## 108 CC GO:0031012
## 109 CC GO:0031982
## 110 CC GO:0005578
## 111 CC GO:0031410
## 112 CC GO:0005924
## 113 CC GO:0070161
## 114 CC GO:0044420
## 115 CC GO:0005829
## 116 CC GO:0000267
## 117 CC GO:0005925
## 118 CC GO:0030016
## 119 CC GO:0044421
## 120 CC GO:0042470
## 121 CC GO:0048770
## 122 CC GO:0009986
## 123 CC GO:0031252
## 124 CC GO:0005783
## 125 CC GO:0030017
## 126 CC GO:0005764
## 127 CC GO:0005605
## 128 CC GO:0000323
## 129 CC GO:0019898
## 130 CC GO:0043292
## 131 CC GO:0005856
## 132 CC GO:0005923
## 133 CC GO:0070160
## 134 CC GO:0005624
## 135 CC GO:0005626
## 136 CC GO:0005794
## 137 CC GO:0044449
## 138 CC GO:0005773
## 139 CC GO:0016327
## 140 CC GO:0031967
## 141 CC GO:0014069
## 142 CC GO:0031975
## 143 CC GO:0005911
## 144 CC GO:0045121
## 145 CC GO:0005792
## 146 MF GO:0005083
## 147 MF GO:0008092
## 148 MF GO:0060589
## 149 MF GO:0030695
## 150 MF GO:0008047
## 151 MF GO:0001882
## 152 MF GO:0030554
## 153 MF GO:0001883
## 154 MF GO:0004672
## 155 MF GO:0004715
## 156 MF GO:0003779
## 157 MF GO:0032559
## 158 MF GO:0043167
## 159 MF GO:0000287
## 160 MF GO:0005524
## 161 MF GO:0043169
## 162 MF GO:0001871
## 163 MF GO:0030247
## 164 MF GO:0015405
## 165 MF GO:0015399
## 166 MF GO:0046872
## 167 MF GO:0017076
## 168 MF GO:0005096
## 169 MF GO:0019904
## 170 MF GO:0042626
## 171 MF GO:0043492
## 172 MF GO:0016820
## 173 MF GO:0008289
## 174 MF GO:0004713
## Term
## 1 heart development
## 2 vasculature development
## 3 blood vessel development
## 4 tissue morphogenesis
## 5 blood vessel morphogenesis
## 6 regulation of hydrolase activity
## 7 regulation of phosphorylation
## 8 phosphorylation
## 9 protein amino acid phosphorylation
## 10 purine nucleotide metabolic process
## 11 phosphorus metabolic process
## 12 phosphate metabolic process
## 13 regulation of Ras protein signal transduction
## 14 cardiac muscle tissue development
## 15 regulation of phosphate metabolic process
## 16 regulation of phosphorus metabolic process
## 17 regulation of small GTPase mediated signal transduction
## 18 morphogenesis of an epithelium
## 19 cell proliferation
## 20 regulation of cell proliferation
## 21 regulation of transferase activity
## 22 regulation of kinase activity
## 23 blood circulation
## 24 circulatory system process
## 25 enzyme linked receptor protein signaling pathway
## 26 protein kinase cascade
## 27 regulation of protein kinase activity
## 28 cell adhesion
## 29 nucleotide biosynthetic process
## 30 biological adhesion
## 31 striated muscle tissue development
## 32 epithelium development
## 33 tube development
## 34 chordate embryonic development
## 35 muscle tissue development
## 36 tube morphogenesis
## 37 purine nucleotide biosynthetic process
## 38 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 39 nucleobase, nucleoside and nucleotide biosynthetic process
## 40 mesenchyme development
## 41 embryonic development ending in birth or egg hatching
## 42 actomyosin structure organization
## 43 muscle organ development
## 44 extracellular structure organization
## 45 mesenchymal cell development
## 46 negative regulation of cell proliferation
## 47 intracellular signaling cascade
## 48 cell migration
## 49 nitrogen compound biosynthetic process
## 50 mesenchymal cell differentiation
## 51 actin filament-based process
## 52 neural crest cell differentiation
## 53 neural crest cell development
## 54 positive regulation of molecular function
## 55 fatty acid metabolic process
## 56 regulation of GTPase activity
## 57 response to oxidative stress
## 58 myofibril assembly
## 59 MAPKKK cascade
## 60 oxidation reduction
## 61 epithelial tube morphogenesis
## 62 cellular chemical homeostasis
## 63 angiogenesis
## 64 response to inorganic substance
## 65 protein amino acid autophosphorylation
## 66 purine nucleoside triphosphate metabolic process
## 67 cell junction assembly
## 68 positive regulation of transferase activity
## 69 regulation of protein amino acid phosphorylation
## 70 actin cytoskeleton organization
## 71 heart morphogenesis
## 72 purine nucleoside triphosphate biosynthetic process
## 73 purine ribonucleoside triphosphate metabolic process
## 74 cell junction organization
## 75 positive regulation of kinase activity
## 76 cellular cation homeostasis
## 77 nucleoside triphosphate biosynthetic process
## 78 ribonucleoside triphosphate metabolic process
## 79 muscle cell proliferation
## 80 positive regulation of protein kinase activity
## 81 positive regulation of catalytic activity
## 82 cellular ion homeostasis
## 83 muscle cell differentiation
## 84 cellular component morphogenesis
## 85 ribonucleotide metabolic process
## 86 ATP metabolic process
## 87 negative regulation of protein kinase activity
## 88 negative regulation of kinase activity
## 89 ribonucleotide biosynthetic process
## 90 regulation of MAP kinase activity
## 91 purine ribonucleotide metabolic process
## 92 cell-substrate junction assembly
## 93 chemical homeostasis
## 94 negative regulation of transferase activity
## 95 cell-cell adhesion
## 96 purine ribonucleotide biosynthetic process
## 97 purine ribonucleoside triphosphate biosynthetic process
## 98 ribonucleoside triphosphate biosynthetic process
## 99 plasma membrane
## 100 basolateral plasma membrane
## 101 adherens junction
## 102 cell junction
## 103 membrane-bounded vesicle
## 104 cell-substrate junction
## 105 basement membrane
## 106 cytoplasmic membrane-bounded vesicle
## 107 plasma membrane part
## 108 extracellular matrix
## 109 vesicle
## 110 proteinaceous extracellular matrix
## 111 cytoplasmic vesicle
## 112 cell-substrate adherens junction
## 113 anchoring junction
## 114 extracellular matrix part
## 115 cytosol
## 116 cell fraction
## 117 focal adhesion
## 118 myofibril
## 119 extracellular region part
## 120 melanosome
## 121 pigment granule
## 122 cell surface
## 123 cell leading edge
## 124 endoplasmic reticulum
## 125 sarcomere
## 126 lysosome
## 127 basal lamina
## 128 lytic vacuole
## 129 extrinsic to membrane
## 130 contractile fiber
## 131 cytoskeleton
## 132 tight junction
## 133 occluding junction
## 134 membrane fraction
## 135 insoluble fraction
## 136 Golgi apparatus
## 137 contractile fiber part
## 138 vacuole
## 139 apicolateral plasma membrane
## 140 organelle envelope
## 141 postsynaptic density
## 142 envelope
## 143 cell-cell junction
## 144 membrane raft
## 145 microsome
## 146 small GTPase regulator activity
## 147 cytoskeletal protein binding
## 148 nucleoside-triphosphatase regulator activity
## 149 GTPase regulator activity
## 150 enzyme activator activity
## 151 nucleoside binding
## 152 adenyl nucleotide binding
## 153 purine nucleoside binding
## 154 protein kinase activity
## 155 non-membrane spanning protein tyrosine kinase activity
## 156 actin binding
## 157 adenyl ribonucleotide binding
## 158 ion binding
## 159 magnesium ion binding
## 160 ATP binding
## 161 cation binding
## 162 pattern binding
## 163 polysaccharide binding
## 164 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 165 primary active transmembrane transporter activity
## 166 metal ion binding
## 167 purine nucleotide binding
## 168 GTPase activator activity
## 169 protein domain specific binding
## 170 ATPase activity, coupled to transmembrane movement of substances
## 171 ATPase activity, coupled to movement of substances
## 172 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 173 lipid binding
## 174 protein tyrosine kinase activity
## Genes
## 1 DLC1, NRP2, NRP1, EDN1, PDLIM3, GJA1, TTN, GJA5, ZIC3, TGFB2, CERKL, GATA6, COL4A3BP, GAB1, SEMA3C, MKL2, SLC22A5, MB, PTPRJ, RXRA, VANGL2, MYH6, TNNT2, HHEX, MURC, MIB1, FOXC2, FOXC1, ADAM19, MYL2, TCAP, EGLN1, SOX9, ITGB1, CHD7, HEXIM1, PKD2, NFATC4, PCSK5, ACTC1, TGFBR2, NF1, HSPG2, SMAD3, TBX1, TNNI3, CSRP3, FOXP1, KCNJ8, PLN, TSC2, ATP6V0A1, TGFBR3, HDAC9
## 2 GNA13, ACVRL1, NRP1, PGF, IL18, LEPR, EDN1, GJA1, FOXO1, GJA5, TGFB2, WARS, CERKL, APOE, CXCR4, ANG, SEMA3C, NOS2, MKL2, FGF2, RAPGEF1, PTPRJ, RECK, EFNB2, VASH1, PNPLA6, THY1, MIB1, NUS1, FOXC2, FOXC1, CAV1, CDH2, MEIS1, WT1, CDH5, PTK2, FBXW8, CHD7, PLCD1, PLXND1, FIGF, PPAP2B, MAP2K1, TBX4, TGFBR2, NF1, TBX1, TNNI3, LAMA4, MEOX2, ECSCR, HBEGF, AMOT, TGFBR3, HDAC7
## 3 GNA13, ACVRL1, NRP1, PGF, IL18, LEPR, EDN1, GJA1, FOXO1, GJA5, TGFB2, WARS, CERKL, APOE, CXCR4, ANG, SEMA3C, NOS2, MKL2, FGF2, RAPGEF1, PTPRJ, RECK, VASH1, PNPLA6, THY1, MIB1, NUS1, FOXC2, FOXC1, CAV1, CDH2, MEIS1, WT1, CDH5, PTK2, FBXW8, CHD7, PLCD1, PLXND1, FIGF, PPAP2B, MAP2K1, TBX4, TGFBR2, NF1, TBX1, TNNI3, LAMA4, MEOX2, ECSCR, HBEGF, AMOT, TGFBR3, HDAC7
## 4 DLC1, ENAH, NRP1, PGF, ZIC2, TGFB2, CD44, ILK, SEMA3C, RET, AR, RXRA, VANGL2, LEF1, TNNT2, HHEX, MIB1, NCOA3, FOXC2, FOXC1, TGFB1I1, WNT5A, COBL, BBS4, FGFR3, TNC, BMPR2, CTNND1, EGLN1, NR3C1, SOX9, TCF7L1, IGF1R, FOXQ1, MACF1, HOXA5, BCL2, PLXND1, CAR2, ACTC1, TBX4, SMAD3, FZD3, SHANK3, FZD6, HOXB4, FREM2, TSC2, ZIC5, TGFBR3, APAF1
## 5 GNA13, CAV1, ACVRL1, NRP1, PGF, IL18, LEPR, EDN1, GJA1, CDH2, MEIS1, WT1, TGFB2, WARS, PTK2, CERKL, APOE, CXCR4, ANG, SEMA3C, PLCD1, NOS2, MKL2, PLXND1, FIGF, FGF2, PTPRJ, TGFBR2, TBX4, NF1, TBX1, TNNI3, PNPLA6, VASH1, THY1, NUS1, MEOX2, ECSCR, AMOT, HBEGF, FOXC2, FOXC1, HDAC7
## 6 CAV1, XIAP, AGFG1, ADORA2A, TNNC1, TBC1D9, LEPR, ABHD5, EDN1, ASAP2, ASAP3, SMAP1, TBC1D12, ANG, TBC1D14, MTCH1, TBC1D13, TBC1D4, TBC1D30, DHCR24, HIP1, VAV3, NOS1, NF1, MYH6, RICTOR, TBC1D22A, THY1, PLCE1, RNF7, NDEL1, CHML, IFT57, ACAP2, TSC2, ERN1, APAF1, ARAP3, ARAP2, ARAP1, HTR2A, F2R
## 7 EDN1, TGFB3, TIRAP, PRDX2, TLR4, PDCD4, SPRY4, PRKAR2B, MAP3K5, NDUFS4, CERKL, MDFIC, IFNG, GAB1, SPRED1, RAPGEF3, CEACAM2, FGF2, LYN, CCDC88C, PKIG, THY1, ACVR2A, PLCE1, HIPK3, CD81, ERN1, NRK, GADD45A, CAV1, TNF, FGFR3, ADORA2A, BMPR2, KIT, CD24A, INPP5K, HEXIM1, DGKD, BCL2, VAV3, MAP2K1, HCLS1, TGFBR2, NF1, DGKH, RICTOR, CDKN1C, SH3BP5, TSC2, FABP4, LRP8, IGFBP3, HTR2A, F2R
## 8 STK33, STK38, TIRAP, TGFB3, PRKG1, TTN, C230081A13RIK, TGFB2, CTTNBP2, PRKAR2B, MAP3K5, MDFIC, MAP3K8, IFNG, ILK, GAB1, MLKL, INSR, RET, MAP4K3, MAP4K4, PLCE1, PDGFRA, MAPK9, WNT5A, FGFR3, STK10, BMPR2, MAP4K2, CHEK2, EPHB4, EPHB1, PTK2, ZAP70, TEC, MAP2K1, TAOK3, TGFBR2, BMX, RPS6KL1, EPHA7, ATP6V0E2, ULK1, TGFBR3, GRK4, TNK1, GRK5, ABL2, MYLK, SRMS, CDK19, ATP5E, ACVRL1, PRDX2, FES, D8ERTD82E, SLK, PAK4, CDK12, PAK1, FGF2, ATP5H, TRPM6, SGK1, ADAM10, LYN, LIMK1, PIK3C2B, DAPK2, PRKCB, DAPK1, PRKD1, ACVR2A, PRKD2, ATP6V1A, CCND1, MAST2, HIPK3, CD81, ERN1, NRK, MAP3K12, FRK, NDUFB8, CAMK2G, KIT, ATP5G3, IGF1R, GNPTAB, BCL2, CAMK2D, PRKAA2, PTPRE, PTPRA, NDUFA7, TRIM28, NPR1, NPR2, TRIM24, ICK, MAPK12, RPS6KA1, RPS6KA2, FYN, GSK3B, JAK1, ATP6V0A1, IGFBP3, F2R
## 9 STK33, STK38, TIRAP, TGFB3, TTN, PRKG1, C230081A13RIK, TGFB2, PRKAR2B, CTTNBP2, MAP3K5, MDFIC, MAP3K8, ILK, IFNG, GAB1, MLKL, INSR, RET, MAP4K3, MAP4K4, PLCE1, PDGFRA, MAPK9, WNT5A, FGFR3, STK10, BMPR2, MAP4K2, CHEK2, EPHB4, EPHB1, PTK2, ZAP70, TEC, MAP2K1, TAOK3, TGFBR2, BMX, RPS6KL1, EPHA7, ULK1, TGFBR3, GRK4, TNK1, GRK5, ABL2, MYLK, SRMS, CDK19, ACVRL1, PRDX2, FES, D8ERTD82E, SLK, PAK4, CDK12, PAK1, FGF2, TRPM6, SGK1, ADAM10, LYN, LIMK1, DAPK2, PRKCB, DAPK1, PRKD1, ACVR2A, PRKD2, CCND1, MAST2, HIPK3, CD81, ERN1, NRK, MAP3K12, FRK, CAMK2G, KIT, IGF1R, BCL2, CAMK2D, PRKAA2, PTPRE, TRIM28, PTPRA, NPR1, NPR2, TRIM24, ICK, MAPK12, RPS6KA1, RPS6KA2, FYN, GSK3B, JAK1, IGFBP3, F2R
## 10 ATP5E, HPRT, ATP1B2, ATP10A, ADCY6, PTH2, ATP10D, RORA, ATP5G3, ATP2B4, GUCY1A2, ATP8B1, PAPSS1, ENTPD1, IMPDH1, ATP5H, ATP11B, NPR1, ATP11A, MYH7, ATP1A1, NPR2, AMPD3, ATP13A5, NME5, ATP6V1A, NME3, ATP6V0E2, ATP2C1, ATP9A, ADK, PDE5A, ATP6V0A1, GUCY1B3, GUK1, ATP8A1
## 11 STK33, STK38, TGFB3, TIRAP, PRKG1, TTN, C230081A13RIK, TGFB2, CTTNBP2, PRKAR2B, MAP3K5, MDFIC, MAP3K8, IFNG, ILK, GAB1, MLKL, INSR, PTPRJ, PTPRK, RET, MAP4K3, MAP4K4, PLCE1, PDGFRA, MAPK9, WNT5A, FGFR3, STK10, BMPR2, MAP4K2, CHEK2, EPHB4, EPHB1, DUSP18, PTK2, PTPLA, ZAP70, TEC, GPD2, PTPN9, MAP2K1, TAOK3, TGFBR2, BMX, PTPN12, RPS6KL1, EPHA7, ATP6V0E2, ULK1, TGFBR3, GRK4, TNK1, GRK5, ABL2, MYLK, SRMS, CDK19, ATP5E, ACVRL1, CDC14A, CDC14B, PRDX2, FES, D8ERTD82E, SLK, PAK4, CDK12, PAK1, ATP5H, FGF2, TRPM6, SGK1, ADAM10, LYN, LIMK1, PIK3C2B, DAPK2, PRKCB, DAPK1, PRKD1, PRKD2, ATP6V1A, ACVR2A, CCND1, MAST2, PPM1J, HIPK3, CD81, ERN1, PPM1L, NRK, MAP3K12, FRK, NDUFB8, CAMK2G, KIT, ATP5G3, IGF1R, GNPTAB, BCL2, CAMK2D, PRKAA2, MTMR6, PPAP2A, INPP5A, PTPRD, NCEH1, PTPRE, PTPRA, TRIM28, NDUFA7, NPR1, NPR2, TRIM24, ICK, MAPK12, PTP4A3, RPS6KA1, FYN, RPS6KA2, GSK3B, ATP6V0A1, JAK1, IGFBP3, F2R
## 12 STK33, STK38, TGFB3, TIRAP, PRKG1, TTN, C230081A13RIK, TGFB2, CTTNBP2, PRKAR2B, MAP3K5, MDFIC, MAP3K8, IFNG, ILK, GAB1, MLKL, INSR, PTPRJ, PTPRK, RET, MAP4K3, MAP4K4, PLCE1, PDGFRA, MAPK9, WNT5A, FGFR3, STK10, BMPR2, MAP4K2, CHEK2, EPHB4, EPHB1, DUSP18, PTK2, PTPLA, ZAP70, TEC, GPD2, PTPN9, MAP2K1, TAOK3, TGFBR2, BMX, PTPN12, RPS6KL1, EPHA7, ATP6V0E2, ULK1, TGFBR3, GRK4, TNK1, GRK5, ABL2, MYLK, SRMS, CDK19, ATP5E, ACVRL1, CDC14A, CDC14B, PRDX2, FES, D8ERTD82E, SLK, PAK4, CDK12, PAK1, ATP5H, FGF2, TRPM6, SGK1, ADAM10, LYN, LIMK1, PIK3C2B, DAPK2, PRKCB, DAPK1, PRKD1, PRKD2, ATP6V1A, ACVR2A, CCND1, MAST2, PPM1J, HIPK3, CD81, ERN1, PPM1L, NRK, MAP3K12, FRK, NDUFB8, CAMK2G, KIT, ATP5G3, IGF1R, GNPTAB, BCL2, CAMK2D, PRKAA2, MTMR6, PPAP2A, INPP5A, PTPRD, NCEH1, PTPRE, PTPRA, TRIM28, NDUFA7, NPR1, NPR2, TRIM24, ICK, MAPK12, PTP4A3, RPS6KA1, FYN, RPS6KA2, GSK3B, ATP6V0A1, JAK1, IGFBP3, F2R
## 13 AGFG1, TBC1D9, CYTH1, ASAP2, ITPKB, CYTH3, ASAP3, ITSN1, TTN, MCF2L, PLEKHG3, PLEKHG2, SMAP1, TBC1D12, TIAM1, RASGRP4, SOS1, TBC1D14, TBC1D13, TBC1D4, TBC1D30, FGD6, NET1, VAV3, ARHGEF7, ARHGEF6, NF1, ARHGEF15, RICTOR, TBC1D22A, FARP1, PLCE1, NDEL1, RASGRF2, ACAP2, TNK1, ARAP3, ARAP2, ARAP1
## 14 ACTC1, MYL2, RXRA, HSPG2, EGLN1, MYH6, TTN, ITGB1, CSRP3, FOXP1, TGFB2, TNNT2, MURC, GATA6, PLN, FOXC2, TGFBR3, FOXC1, MKL2
## 15 EDN1, TGFB3, TIRAP, PRDX2, TLR4, PDCD4, SPRY4, PRKAR2B, MAP3K5, NDUFS4, CERKL, MDFIC, IFNG, GAB1, SPRED1, RAPGEF3, CEACAM2, FGF2, LYN, CCDC88C, PKIG, THY1, ACVR2A, PLCE1, HIPK3, CD81, ERN1, NRK, GADD45A, CAV1, TNF, FGFR3, ADORA2A, BMPR2, KIT, CD24A, INPP5K, HEXIM1, DGKD, BCL2, VAV3, MAP2K1, HCLS1, TGFBR2, NF1, DGKH, RICTOR, CDKN1C, SH3BP5, TSC2, FABP4, LRP8, IGFBP3, HTR2A, F2R
## 16 EDN1, TGFB3, TIRAP, PRDX2, TLR4, PDCD4, SPRY4, PRKAR2B, MAP3K5, NDUFS4, CERKL, MDFIC, IFNG, GAB1, SPRED1, RAPGEF3, CEACAM2, FGF2, LYN, CCDC88C, PKIG, THY1, ACVR2A, PLCE1, HIPK3, CD81, ERN1, NRK, GADD45A, CAV1, TNF, FGFR3, ADORA2A, BMPR2, KIT, CD24A, INPP5K, HEXIM1, DGKD, BCL2, VAV3, MAP2K1, HCLS1, TGFBR2, NF1, DGKH, RICTOR, CDKN1C, SH3BP5, TSC2, FABP4, LRP8, IGFBP3, HTR2A, F2R
## 17 AGFG1, TBC1D9, CYTH1, ASAP2, ITPKB, CYTH3, ASAP3, ITSN1, TTN, IQGAP1, MCF2L, PLEKHG3, PLEKHG2, SMAP1, TBC1D12, TIAM1, RASGRP4, SOS1, TBC1D14, TBC1D13, RAPGEF5, TBC1D4, RAPGEF3, TBC1D30, FGD6, RAPGEF1, NET1, VAV3, ARHGEF7, ARHGEF6, NF1, ARHGEF15, RICTOR, TBC1D22A, FARP1, RALGAPA2, PLCE1, NDEL1, RASGRF2, ACAP2, TSC2, TNK1, ARAP3, ARAP2, ARAP1
## 18 DLC1, WNT5A, COBL, BBS4, ENAH, NRP1, FGFR3, PGF, TNC, CTNND1, NR3C1, SOX9, ZIC2, IGF1R, CD44, HOXA5, BCL2, ILK, SEMA3C, PLXND1, CAR2, RET, AR, VANGL2, TBX4, FZD3, SHANK3, FZD6, HOXB4, MIB1, HHEX, NCOA3, FREM2, ZIC5, TSC2, APAF1, TGFB1I1
## 19 MORF4L1, WNT5A, PPARD, TNF, HPRT, PGF, ELF4, PRDX2, KIT, SOX9, NAA35, TGFB2, ASAH2, PRKAR2B, RASGRP4, CXCR4, COL4A3BP, BCL2, NUMB, COL8A1, FIGF, IMPDH1, ERCC1, ACSL6, KLK8, MKI67, MAP2K1, IFLTD1, RXRA, SRA1, ALMS1, TBX1, PARK7, TACC2, HOXB4, ACVR2A, HHEX, IFNAR2, CCND1, NDEL1, UHRF2, FYN, GSK3B, TGFBR3, FOXC2, FOXC1, MDM4
## 20 DLC1, EDN3, PPARD, PTGS2, MARCKSL1, E2F7, IL18, PTGS1, PPARG, EDN1, TGFB3, FOXO1, TLR4, PAWR, SKAP2, TGFB2, H19, FANCL, CTTNBP2, CDKN2B, PTGES, ANG, CHST11, ILK, IFNG, NOS2, ASPH, FGF2, FGF3, AGPAT1, AR, LYN, EFNB1, MBD2, VASH1, MYCN, TNS3, CD38, HHEX, CCND2, GRN, CD81, MDM4, SMARCA2, WNT5A, CAV1, FGFR3, TNF, ADORA2A, KIT, TIMP2, SOX9, ITGB1, CD24A, FTH1, CDH5, PRL2C3, CD9, BCL2, ZAP70, PLCD1, AXIN2, FIGF, FGFBP1, DPT, TCF7, HCLS1, NF1, TGFBR2, NDFIP1, SMAD3, TRIM24, IDO1, FOXP1, CBLB, PLA2G4A, TSC2, TGFBR3, FABP4, HBEGF, NR5A2, IGFBP3, F2R, HTR2A
## 21 CAV1, ADORA2A, EDN1, TGFB3, TIRAP, PRDX2, TLR4, KIT, PDCD4, CD24A, SPRY4, MAP3K5, SERINC5, CERKL, DGKD, MDFIC, HEXIM1, GAB1, SPRED1, FGF2, CEACAM2, VAV3, MAP2K1, PKIG, NF1, TGFBR2, DGKH, THY1, SH3BP5, PLCE1, HIPK3, CD81, TSC2, ERN1, FABP4, NRK, LRP8, GADD45A, F2R, HTR2A
## 22 CAV1, ADORA2A, EDN1, TGFB3, TIRAP, PRDX2, TLR4, KIT, PDCD4, CD24A, SPRY4, MAP3K5, CERKL, DGKD, MDFIC, HEXIM1, GAB1, SPRED1, FGF2, CEACAM2, VAV3, MAP2K1, PKIG, NF1, TGFBR2, DGKH, THY1, SH3BP5, PLCE1, HIPK3, CD81, TSC2, ERN1, FABP4, NRK, LRP8, GADD45A, F2R, HTR2A
## 23 EDN3, CAV1, PTGS2, MYL2, ADORA2A, PTGS1, EDN1, G6PDX, ADH5, BMPR2, GCLM, EDNRB, CTTNBP2, CHD7, APOE, CAMK2D, NOS1, NPR1, ATP1A1, MYH6, TNNI3, F5, NTS, KCNJ8, PDE5A, FOXC2, FOXC1
## 24 EDN3, CAV1, PTGS2, MYL2, ADORA2A, PTGS1, EDN1, G6PDX, ADH5, BMPR2, GCLM, EDNRB, CTTNBP2, CHD7, APOE, CAMK2D, NOS1, NPR1, ATP1A1, MYH6, TNNI3, F5, NTS, KCNJ8, PDE5A, FOXC2, FOXC1
## 25 SCHIP1, ACVRL1, NRP1, LTBP1, TGFB3, FOXO1, TGFB2, TIAM1, GAB1, PAK1, INSR, RAPGEF1, FGF2, FGF3, ADAM9, GNG7, RET, FLNA, ACVR2A, DOK4, PDGFRA, FOXC2, PPM1L, FOXC1, FGFR3, FUT8, BMPR2, KIT, EPHB4, EPHB1, IGF1R, PTK2, SOS1, AGRN, FIGF, TXNIP, PLAT, PTPRE, TGFBR2, PTPRA, SMAD3, EPHA7, TSC2, JAK1, HBEGF, TGFBR3, CACNA1A, ARAP1, BMP6, TOB1
## 26 GNA13, WNT5A, CAV1, TNF, FGFR3, STK38, EDN1, TGFB3, TIRAP, MAP4K2, FGF13, TLR4, ITPKB, PRDX2, KIT, MAP3K5, MDFIC, IFNG, GAB1, PKD2, SPRED1, FGF2, AGPAT1, RET, MAP2K1, PIK3C2B, NF1, TIFA, DAPK2, SHANK3, DAPK1, MAP4K3, MAP4K4, ICK, PLCE1, DOK4, RPS6KA1, RPS6KA2, TSC2, CD81, MAPK9, JAK1, NRK, PPM1L, F2R
## 27 CAV1, ADORA2A, EDN1, TGFB3, TIRAP, PRDX2, TLR4, KIT, PDCD4, CD24A, SPRY4, MAP3K5, CERKL, DGKD, MDFIC, HEXIM1, GAB1, SPRED1, FGF2, CEACAM2, MAP2K1, PKIG, NF1, TGFBR2, DGKH, THY1, SH3BP5, PLCE1, HIPK3, CD81, TSC2, ERN1, FABP4, NRK, LRP8, GADD45A, F2R, HTR2A
## 28 NRP2, DLC1, PPARD, AEBP1, TLN1, NRP1, CADM1, ATP1B2, CLDN6, CLSTN1, CLDN5, LMO7, POSTN, CD2AP, TGFB2, CERKL, CD44, ROBO2, ZYX, RAPGEF1, CDH23, RET, MPDZ, FLOT2, F8, LEF1, MFGE8, CD164, THY1, JUP, IGSF5, CD36, PGM5, F5, ATP2C1, NPTN, LAMC1, DST, JAM3, PARVB, PARVA, PARD3, TNC, ITGB5, NEDD9, CTNND1, CDH2, SOX9, CD24A, ITGB1, CDH5, DCHS1, CLDN15, ITGBL1, CD9, KLRA9, PCDHB16, BCL2, AATF, SSX2IP, COL8A1, FN1, DPT, ADAM23, LGALS1, PCDH10, COL15A1, HSPG2, PCDH12, NID1, ITGA3, PCDH17, MCAM, EMILIN1, LAMA2, VWF, ITGA9, CDH13, LAMA4, STAB1, ITGA5, FREM2, CDON, FBLN5, TCAM1, ABL2
## 29 ATP5E, NAMPT, HPRT, ATP1B2, G6PDX, ATP10A, ADCY6, PTH2, CTPS2, ATP10D, ATP5G3, ATP2B4, GUCY1A2, ATP8B1, PAPSS1, IMPDH1, ATP5H, ATP11B, NPR1, ATP11A, NPR2, ATP1A1, AMPD3, ATP13A5, NME5, ATP6V1A, NME3, ATP6V0E2, ATP2C1, ATP9A, ADK, ATP6V0A1, GUCY1B3, FLAD1, PRPS2, ATP8A1
## 30 NRP2, DLC1, PPARD, AEBP1, TLN1, NRP1, CADM1, ATP1B2, CLDN6, CLSTN1, CLDN5, LMO7, POSTN, CD2AP, TGFB2, CERKL, CD44, ROBO2, ZYX, RAPGEF1, CDH23, RET, MPDZ, FLOT2, F8, LEF1, MFGE8, CD164, THY1, JUP, IGSF5, CD36, PGM5, F5, ATP2C1, NPTN, LAMC1, DST, JAM3, PARVB, PARVA, PARD3, TNC, ITGB5, NEDD9, CTNND1, CDH2, SOX9, CD24A, ITGB1, CDH5, DCHS1, CLDN15, ITGBL1, CD9, KLRA9, PCDHB16, BCL2, AATF, SSX2IP, COL8A1, FN1, DPT, ADAM23, LGALS1, PCDH10, COL15A1, HSPG2, PCDH12, NID1, ITGA3, PCDH17, MCAM, EMILIN1, LAMA2, VWF, ITGA9, CDH13, LAMA4, STAB1, ITGA5, FREM2, CDON, FBLN5, TCAM1, ABL2
## 31 CAV1, MYL2, TNC, UTRN, PDLIM3, EGLN1, TTN, ITGB1, TGFB2, GATA6, AGRN, MKL2, PAK1, ACTC1, RXRA, NF1, HSPG2, MYLPF, MYH6, CSRP3, FOXP1, TNNT2, MURC, MEOX2, PLN, FOXC2, TGFBR3, FOXC1, F2R
## 32 DLC1, ENAH, NRP1, PTGS2, PGF, PPARG, PTGS1, GJA1, ZIC2, CD44, GATA6, ILK, SEMA3C, FGF2, RET, AR, STX2, RXRA, VANGL2, HHEX, MIB1, NCOA3, TGFB1I1, WNT5A, COBL, BBS4, FGFR3, TNC, CTNND1, NR3C1, SOX9, WT1, IGF1R, HOXA5, BCL2, PLXND1, CAR2, MAP2K1, PPHLN1, TBX4, SMAD3, FZD3, SHANK3, FZD6, HOXB4, FREM2, TSC2, ZIC5, APAF1
## 33 DLC1, WNT5A, GNA13, BBS4, COBL, ENAH, NRP1, PGF, EDN1, TGFB3, BMPR2, GJA1, NR3C1, GJA5, ZIC3, ZIC2, CTTNBP2, CD44, HOXA5, GATA6, CXCR4, BCL2, ILK, ROBO2, PLXND1, PCSK5, FGF2, RET, AR, VANGL2, TGFBR2, TBX4, SMAD3, FZD3, SHANK3, FOXP1, FZD6, MYCN, TNS3, MIB1, HHEX, NCOA3, ZIC5, TSC2, PDGFRA, FOXC2, FOXC1, APAF1
## 34 DLC1, GNA13, ENAH, ACVRL1, EDN1, TGFB3, GJA1, TTN, ZIC2, CERKL, GATA6, COL4A3BP, CHST11, GAB1, ANKRD11, ETL4, MKL2, AR, ADAM10, VANGL2, LEF1, MYH6, ACVR2A, MIB1, NDEL1, GRN, PDGFRA, FOXC2, FOXC1, EGFL8, PRDM1, COBL, BBS4, TCAP, EGLN1, ITGB1, CHD7, FBXW8, INPP5K, HOXA5, SLC30A1, PKD2, PLCD1, AXIN2, PCSK5, ENO1, TCF7, MAP2K1, TGFBR2, NF1, HSPG2, PCDH12, SMAD3, FZD3, TBX1, FZD6, HBA-A1, HOXB4, HBA-A2, MEOX2, MEOX1, ZIC5, TSC2, TGFBR3, ATP6V0A1, HBEGF, AMOT, APAF1, TCF15
## 35 SCHIP1, CAV1, MYL2, TNC, UTRN, PDLIM3, EGLN1, TTN, ITGB1, TGFB2, GATA6, AGRN, MKL2, PAK1, ACTC1, RXRA, NF1, HSPG2, MYLPF, MYH6, CSRP3, FOXP1, TNNT2, MURC, MEOX2, PLN, FOXC2, TGFBR3, FOXC1, F2R
## 36 DLC1, GNA13, WNT5A, COBL, BBS4, ENAH, NRP1, PGF, EDN1, GJA1, NR3C1, ZIC3, ZIC2, CD44, HOXA5, CXCR4, BCL2, ILK, PLXND1, RET, AR, VANGL2, TGFBR2, SMAD3, FZD3, SHANK3, FZD6, MYCN, MIB1, HHEX, NCOA3, ZIC5, TSC2, FOXC2, APAF1
## 37 ATP5E, HPRT, ATP1B2, ATP10A, ADCY6, PTH2, ATP10D, ATP5G3, ATP2B4, ATP8B1, GUCY1A2, IMPDH1, ATP5H, ATP11B, NPR1, ATP11A, ATP1A1, NPR2, AMPD3, ATP13A5, NME5, ATP6V1A, ATP6V0E2, NME3, ATP2C1, ATP9A, ADK, ATP6V0A1, GUCY1B3, ATP8A1
## 38 ATP5E, NAMPT, HPRT, ATP1B2, G6PDX, ATP10A, ADCY6, PTH2, CTPS2, ATP10D, ATP5G3, ATP2B4, GUCY1A2, ATP8B1, PAPSS1, IMPDH1, ATP5H, ATP11B, NPR1, ATP11A, NPR2, ATP1A1, AMPD3, ATP13A5, NME5, ATP6V1A, NME3, ATP6V0E2, ATP2C1, ATP9A, ADK, ATP6V0A1, GUCY1B3, FLAD1, PRPS2, ATP8A1
## 39 ATP5E, NAMPT, HPRT, ATP1B2, G6PDX, ATP10A, ADCY6, PTH2, CTPS2, ATP10D, ATP5G3, ATP2B4, GUCY1A2, ATP8B1, PAPSS1, IMPDH1, ATP5H, ATP11B, NPR1, ATP11A, NPR2, ATP1A1, AMPD3, ATP13A5, NME5, ATP6V1A, NME3, ATP6V0E2, ATP2C1, ATP9A, ADK, ATP6V0A1, GUCY1B3, FLAD1, PRPS2, ATP8A1
## 40 NRP2, EDN3, RET, EFNB1, EDN1, TRIM28, LEF1, TBX1, SOX9, EDNRB, HOXA5, SEMA3F, BCL2, FOXC2, SEMA3C, FOXC1
## 41 DLC1, GNA13, ENAH, ACVRL1, EDN1, TGFB3, GJA1, TTN, ZIC2, CERKL, GATA6, COL4A3BP, CHST11, GAB1, ANKRD11, ETL4, MKL2, AR, ADAM10, VANGL2, LEF1, MYH6, ACVR2A, MIB1, NDEL1, GRN, PDGFRA, FOXC2, FOXC1, EGFL8, PRDM1, COBL, BBS4, TCAP, EGLN1, ITGB1, CHD7, FBXW8, INPP5K, HOXA5, SLC30A1, PKD2, PLCD1, AXIN2, PCSK5, ENO1, TCF7, MAP2K1, TGFBR2, NF1, HSPG2, PCDH12, SMAD3, FZD3, TBX1, FZD6, HBA-A1, HOXB4, HBA-A2, MEOX2, MEOX1, ZIC5, TSC2, TGFBR3, ATP6V0A1, HBEGF, AMOT, APAF1, TCF15
## 42 TNNT2, MURC, ACTC1, MYL2, CNN3, TCAP, LIMCH1, MYH6, TTN, NEURL2, ITGB1
## 43 SCHIP1, CAV1, MYL2, TNC, UTRN, PDLIM3, EGLN1, TTN, ITGB1, TGFB2, GATA6, MKL2, PAK1, AGRN, UNC45B, ACTC1, CRYAB, RXRA, NF1, HSPG2, MYLPF, TBX1, MYH6, CD164, CSRP3, FOXP1, TNNT2, MURC, MEOX2, PLN, TGFBR3, FOXC2, FOXC1, TCF15, F2R
## 44 NEPN, TNF, CADM1, SPOCK2, TNC, UTRN, POSTN, CDH2, TGFB2, PTK2, PCDHB16, FOXF2, AGRN, PAK1, VWA1, DPT, RECK, KLK8, NF1, CCDC80, HSPG2, NID1, EMILIN1, EGFLAM, FBLN5, PDGFRA, FOXC2, FOXC1, LAMC1, CACNA1A, F2R
## 45 NRP2, EDN3, RET, EFNB1, EDN1, TRIM28, LEF1, TBX1, SOX9, EDNRB, SEMA3F, BCL2, FOXC2, SEMA3C, FOXC1
## 46 WNT5A, DLC1, PPARD, CAV1, FGFR3, TNF, PTGS2, ADORA2A, E2F7, PPARG, TGFB3, PAWR, TIMP2, SKAP2, CD24A, FTH1, CDH5, H19, TGFB2, CTTNBP2, CD9, CDKN2B, PTGES, ANG, BCL2, ASPH, AXIN2, FGF2, DPT, AR, NF1, TGFBR2, NDFIP1, TRIM24, IDO1, VASH1, CBLB, TSC2, TGFBR3, IGFBP3, SMARCA2
## 47 GNA13, STK38, EDN1, ADCY6, TIRAP, TGFB3, TLR4, ITPKB, FGF13, ITSN1, IQGAP1, MAP3K5, RAB28, MDFIC, TIAM1, IFNG, GAB1, RAPGEF5, RAB24, RAPGEF3, SPRED1, RAPGEF1, NET1, RET, SOCS2, RXRA, BAIAP2, SOCS6, MAP4K3, TNS3, MAP4K4, PLCE1, RASGRF2, CAR8, MAPK9, STMN1, NEURL2, UNC13C, ASB4, EPS8L2, WNT5A, CAV1, FGFR3, ADORA2A, MAP4K2, CDC42SE1, MYO9B, CHEK2, ZAP70, RHOBTB1, TEC, GPR155, VAV3, MAP2K1, BMX, ALMS1, KAT5, SHANK3, CBLB, ULK1, TSC2, RHEB, PRDX2, MCF2L, PLCB4, MT2, GUCY1A2, MT1, RAB6B, RHOD, NOS2, FGF2, AGPAT1, AR, LYN, PTGER4, ARHGEF7, ARHGEF6, PIK3C2B, ADIPOR2, TIFA, SLC9A3R1, DAPK2, FLNA, ARL3, PRKCB, DAPK1, PRKD1, PRKD2, MURC, CCND1, DOK4, CD81, PPM1L, GUCY1B3, NRK, ARL4C, ARL4A, TNF, NR3C1, KIT, PLEKHG3, PLEKHG2, DGKD, RASGRP4, SOS1, PKD2, PLCD1, MSH6, NF1, NPR1, DGKH, NPR2, RCAN2, SH3BP5, ICK, RPS6KA1, RPS6KA2, GSK3B, JAK1, CHN2, F2R, HTR2A, IFI204
## 48 NRP2, EDN3, SCHIP1, PPARD, SHROOM2, TNF, NRP1, IL16, FUT8, GJA1, CDH2, KIT, PRKG1, CD2AP, CD24A, ITGB1, TGFB2, CTTNBP2, EDNRB, PTK2, CERKL, CXCR4, SEMA3F, IFNG, SEMA3C, FMNL1, PLAT, RET, VAV3, EFNB1, ITGA3, TBX1, TNS3, NDEL1, SYNE2, NAV1, ULK1, FYN, HBEGF, AMOT, FOXC1, LRP8, LAMC1
## 49 ATP5E, NAMPT, HPRT, ATP1B2, ADCY6, G6PDX, ATP10A, ATP10D, RORA, TGFB2, ALAS1, ATP2B4, HDC, GUCY1A2, ATP8B1, NOS2, DDAH1, ATP5H, IMPDH1, DDC, ATP6V1A, NME5, GLUL, NME3, RFK, ATP2C1, ADK, ATP9A, GUCY1B3, UROD, FLAD1, PRPS2, PRODH, PTH2, CTPS2, ATP5G3, ALDH4A1, PAPSS1, MOCS2, NOS1, ATP11B, ATP11A, NPR1, NPR2, ATP1A1, AMPD3, ATP13A5, ATP6V0E2, ATP6V0A1, THNSL1, ATP8A1
## 50 NRP2, EDN3, RET, EFNB1, EDN1, TRIM28, LEF1, TBX1, SOX9, EDNRB, SEMA3F, BCL2, FOXC2, SEMA3C, FOXC1
## 51 DLC1, SHROOM1, TLN1, ENAH, MYL2, CNN3, TCAP, PDLIM3, MYO9B, DAAM1, TTN, ITGB1, CTTNBP2, ANG, BCL2, EHD2, FMNL1, ACTC1, NF1, RICTOR, MYH6, FLNA, CORO1C, TNNT2, MURC, MYRIP, EPS8, ATP2C1, LIMCH1, ACAP2, NEURL2, ABL2, DBN1, FHOD1
## 52 NRP2, EDNRB, EDN3, RET, EFNB1, SEMA3F, EDN1, SEMA3C, FOXC2, FOXC1, TBX1, SOX9
## 53 NRP2, EDNRB, EDN3, RET, EFNB1, SEMA3F, EDN1, SEMA3C, FOXC2, FOXC1, TBX1, SOX9
## 54 EDN1, ADCY6, TGFB3, TIRAP, PRDX2, TLR4, MAP3K5, CERKL, MDFIC, ANG, GAB1, CAT, CEACAM2, FGF2, PTGER4, THY1, JMY, PLCE1, NDEL1, HIPK3, CD81, ERN1, NRK, CAV1, MTDH, TNF, ADORA2A, ABHD5, KIT, CD24A, GCLM, SERINC5, DGKD, BCL2, MTCH1, HIP1, VAV3, MAP2K1, TGFBR2, NF1, EDA2R, DGKH, RNF7, IFT57, TSC2, TGFBR3, LRP8, APAF1, CALM2, HTR2A, F2R
## 55 ACOX1, PPARD, CPT2, ECH1, PTGS2, ABHD5, PTGS1, ACOT1, SC4MOL, FAR1, PRKAR2B, FAR2, ACOT7, TPI1, PTGES, CH25H, ELOVL7, PRKAA2, HSD17B4, HADH, ACSL3, ACSL6, ACSL5, SCD2, ACNAT1, PRKAB1, FADS3, ADIPOR2, PHYH, CPT1A, ANKRD23, FABP4, H2-KE6, DEGS2, MGST2
## 56 VAV3, AGFG1, TBC1D9, NF1, ASAP2, ASAP3, RICTOR, TBC1D22A, THY1, SMAP1, NDEL1, TBC1D12, CHML, TBC1D14, TSC2, TBC1D13, ACAP2, TBC1D4, TBC1D30, ARAP3, ARAP2, ARAP1
## 57 TXNIP, PXDN, MAP2K1, GATM, PTGS2, ATOX1, PTGS1, PRND, G6PDX, PRDX2, MYH7, GCLM, PARK7, NME5, APOE, BCL2, GAB1, CYGB, CAT, PRNP, DHCR24
## 58 TNNT2, MURC, ACTC1, MYL2, TCAP, MYH6, TTN, NEURL2, ITGB1
## 59 WNT5A, CAV1, FGFR3, TNF, TIRAP, TGFB3, PRDX2, ITPKB, FGF13, MAP3K5, MDFIC, GAB1, SPRED1, FGF2, RET, MAP2K1, NF1, SHANK3, PLCE1, DOK4, CD81, MAPK9, PPM1L, NRK, F2R
## 60 ACOX1, STEAP4, D2HGDH, PXDN, KDM6A, ALDH1L1, PTGS2, CYP2J6, G6PDX, PTGS1, PRDX2, SC4MOL, BC026585, FAR1, FAR2, NDUFS6, HMOX2, NDUFS4, CYP39A1, PLOD1, TECRL, CH25H, MICAL1, SMOX, NOS2, ASPH, CAT, HADH, IMPDH1, DHCR24, CTBP2, CYP1A1, MICAL2, F8, DECR1, CYP2E1, CYB5B, DHRS7C, TECR, POR, VAT1, SCCPDH, DHRS3, F5, H2-KE6, PCYOX1, ZADH2, DEGS2, G6PD2, ALDH9A1, PRODH, XDH, CYP51, NDUFB3, NDUFB6, SORD, ADHFE1, NDUFB8, EGLN3, ADH5, EGLN1, GCLM, FTH1, FMO4, CBR1, FMO1, ADH1, IDH2, DMGDH, ALDH4A1, KDM3A, HSD17B4, ETFB, GLRX, ETFA, GPD2, SCD2, NOS1, NDUFA9, MAOA, AKR1E1, MAOB, NDUFA7, FADS3, IDO1, PHYH, TET1, MSRB2, CYP4B1, AKR1C19, AOX1, ALDH2, CP, ACAD11
## 61 WNT5A, DLC1, BBS4, COBL, AR, ENAH, RET, PGF, VANGL2, FZD3, NR3C1, SHANK3, FZD6, ZIC2, HHEX, MIB1, CD44, NCOA3, HOXA5, BCL2, ZIC5, ILK, TSC2, APAF1
## 62 PPARD, CAV1, ADORA2A, ATOX1, CLSTN1, EDN1, PRND, NR3C2, KCNA5, GCLM, CD24A, FTH1, CD9, SERINC5, APOE, SLC30A1, AQP11, BCL2, NKX6-2, MT2, PKD2, MT1, SGK1, SCD2, NTF3, NF1, SOCS6, ALMS1, TNNI3, SLC9A3R1, CSRP3, TECR, PARK7, PRKCB, 4930506M07RIK, PYGM, S100B, TFRC, ATP2C1, FYN, PLN, PRNP, CACNA1A, CLN5, F2R
## 63 GNA13, NRP1, ACVRL1, PGF, IL18, LEPR, EDN1, MEIS1, WARS, PTK2, CXCR4, ANG, PLCD1, PLXND1, FIGF, FGF2, TBX4, TGFBR2, TBX1, PNPLA6, VASH1, THY1, NUS1, MEOX2, ECSCR, HBEGF, FOXC2
## 64 XDH, CAV1, D2HGDH, PXDN, GATM, PRND, PRDX2, MYH7, PARK7, NME5, CCND1, NPC1, ABCB1A, ABCB1B, BCL2, AS3MT, MT2, MT1, MAPK9, CAT, PRNP
## 65 LYN, CAMK2G, TRIM28, KIT, TRIM24, IGF1R, CTTNBP2, PTK2, ULK1, FYN, CDK12, ZAP70, ERN1, CAMK2D, TNK1, INSR, MAP3K12
## 66 ATP5E, ATP1B2, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, MYH7, ATP5G3, ATP13A5, NME5, ATP6V1A, ATP2B4, NME3, ATP6V0E2, ATP2C1, ADK, ATP9A, ATP8B1, ATP6V0A1, ENTPD1, ATP5H, ATP8A1
## 67 DLC1, CD9, TLN1, ITGA5, BCL2, LAMC1, HDAC7, FN1, THY1
## 68 ADORA2A, EDN1, TIRAP, TGFB3, PRDX2, TLR4, KIT, CD24A, MAP3K5, SERINC5, CERKL, MDFIC, DGKD, GAB1, CEACAM2, FGF2, VAV3, MAP2K1, TGFBR2, DGKH, PLCE1, CD81, ERN1, NRK, LRP8, F2R, HTR2A
## 69 CAV1, FGFR3, TNF, TIRAP, BMPR2, TGFB3, CD24A, PDCD4, PRKAR2B, NDUFS4, INPP5K, MDFIC, BCL2, GAB1, IFNG, RAPGEF3, FGF2, LYN, CCDC88C, HCLS1, RICTOR, ACVR2A, HIPK3, CD81, IGFBP3
## 70 DLC1, SHROOM1, TLN1, ENAH, MYL2, CNN3, TCAP, PDLIM3, TTN, DAAM1, ITGB1, CTTNBP2, ANG, BCL2, EHD2, FMNL1, ACTC1, NF1, RICTOR, MYH6, FLNA, CORO1C, TNNT2, MURC, EPS8, ATP2C1, LIMCH1, NEURL2, ABL2, DBN1, FHOD1
## 71 DLC1, ACTC1, RXRA, VANGL2, GJA1, SMAD3, EGLN1, TBX1, TTN, ZIC3, TNNT2, MIB1, CHD7, COL4A3BP, FOXC2, TGFBR3, FOXC1, MKL2
## 72 ATP5E, ATP1B2, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, ATP5G3, ATP13A5, ATP6V1A, NME5, ATP2B4, ATP6V0E2, NME3, ATP2C1, ADK, ATP9A, ATP8B1, ATP6V0A1, ATP5H, ATP8A1
## 73 ATP5E, ATP1B2, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, MYH7, ATP5G3, ATP13A5, NME5, ATP6V1A, ATP2B4, ATP6V0E2, NME3, ATP2C1, ATP9A, ATP8B1, ATP6V0A1, ENTPD1, ATP5H, ATP8A1
## 74 DLC1, CD9, SHROOM2, TLN1, ITGA5, BCL2, NUMB, LAMC1, HDAC7, FN1, THY1
## 75 ADORA2A, EDN1, TIRAP, TGFB3, PRDX2, TLR4, KIT, CD24A, MAP3K5, CERKL, MDFIC, DGKD, GAB1, CEACAM2, FGF2, VAV3, MAP2K1, TGFBR2, DGKH, PLCE1, CD81, ERN1, NRK, LRP8, F2R, HTR2A
## 76 CAV1, ATOX1, CLSTN1, EDN1, PRND, NR3C2, CD24A, FTH1, APOE, AQP11, SLC30A1, BCL2, MT2, PKD2, MT1, SGK1, TNNI3, TECR, CSRP3, PRKCB, PYGM, S100B, TFRC, ATP2C1, PLN, PRNP, CLN5, CACNA1A, F2R
## 77 ATP5E, ATP1B2, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, ATP5G3, ATP13A5, ATP6V1A, NME5, ATP2B4, ATP6V0E2, NME3, ATP2C1, ADK, ATP9A, ATP8B1, ATP6V0A1, ATP5H, ATP8A1
## 78 ATP5E, ATP1B2, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, MYH7, ATP5G3, ATP13A5, NME5, ATP6V1A, ATP2B4, ATP6V0E2, NME3, ATP2C1, ATP9A, ATP8B1, ATP6V0A1, ENTPD1, ATP5H, ATP8A1
## 79 RXRA, TGFBR3, FOXC2, FOXC1, NAA35, TGFB2
## 80 ADORA2A, EDN1, TIRAP, TGFB3, PRDX2, TLR4, KIT, CD24A, MAP3K5, CERKL, MDFIC, DGKD, GAB1, CEACAM2, FGF2, MAP2K1, TGFBR2, DGKH, PLCE1, CD81, ERN1, LRP8, NRK, F2R, HTR2A
## 81 CAV1, ADORA2A, ADCY6, ABHD5, EDN1, TGFB3, TIRAP, TLR4, PRDX2, KIT, GCLM, CD24A, MAP3K5, SERINC5, CERKL, DGKD, ANG, MDFIC, BCL2, MTCH1, GAB1, FGF2, CEACAM2, HIP1, VAV3, PTGER4, MAP2K1, TGFBR2, NF1, DGKH, THY1, PLCE1, NDEL1, RNF7, IFT57, TSC2, CD81, ERN1, NRK, LRP8, APAF1, HTR2A, F2R
## 82 PPARD, CAV1, ADORA2A, ATOX1, CLSTN1, EDN1, PRND, NR3C2, KCNA5, GCLM, CD24A, FTH1, CD9, SERINC5, APOE, SLC30A1, AQP11, BCL2, NKX6-2, MT2, PKD2, MT1, SGK1, SCD2, NTF3, NF1, TNNI3, SLC9A3R1, CSRP3, TECR, PARK7, PRKCB, 4930506M07RIK, PYGM, S100B, TFRC, ATP2C1, FYN, PLN, PRNP, CACNA1A, CLN5, F2R
## 83 ACTC1, MYL2, TCAP, NTF3, LGALS1, TNC, RXRA, UTRN, MYH6, CSRP2, TTN, ITGB1, FOXP1, TNNT2, MURC, GATA6, CDON, SEMA4C, SORT1, AGRN, PAK1, MKL2, NEURL2, F2R
## 84 ENAH, NRP1, HPRT, MYO7A, TTN, TGFB2, CXCR4, COL4A3BP, ILK, ROBO2, CDH23, SSBP1, EFNB1, VANGL2, TBCE, LEF1, MYH6, TNNT2, 4930506M07RIK, MURC, NDEL1, BIN3, STMN1, NEURL2, DST, BBS4, SHROOM1, SHROOM2, PARD3, MYL2, TCAP, AGFG1, ADORA2A, SOX9, ITGB1, EPHB1, HOXA1, CD9, FIS1, PTK2, MACF1, BCL2, NUMB, B3GNT2, KLK8, ACTC1, NTF3, TRIM28, ALMS1, EPHA7, SYNE2, ULK1, PRICKLE2, CACNA1A
## 85 ATP5E, ATP1B2, ATP10A, ATP10D, ATP5G3, ATP2B4, ATP8B1, ENTPD1, ATP5H, IMPDH1, ATP11B, ATP11A, ATP1A1, MYH7, AMPD3, ATP13A5, ATP6V1A, NME5, ATP6V0E2, NME3, ATP2C1, ATP9A, ATP6V0A1, PRPS2, ATP8A1
## 86 ATP5E, ATP1B2, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, MYH7, ATP5G3, ATP13A5, ATP6V1A, ATP6V0E2, ATP2B4, ATP2C1, ATP9A, ATP8B1, ATP6V0A1, ENTPD1, ATP5H, ATP8A1
## 87 CAV1, ADORA2A, NF1, PKIG, PDCD4, SPRY4, THY1, SH3BP5, HEXIM1, HIPK3, TSC2, FABP4, SPRED1, GADD45A
## 88 CAV1, ADORA2A, NF1, PKIG, PDCD4, SPRY4, THY1, SH3BP5, HEXIM1, HIPK3, TSC2, FABP4, SPRED1, GADD45A
## 89 ATP5E, ATP1B2, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, ATP5G3, AMPD3, ATP13A5, NME5, ATP6V1A, ATP2B4, ATP6V0E2, NME3, ATP2C1, ATP9A, ATP8B1, ATP6V0A1, ATP5H, IMPDH1, PRPS2, ATP8A1
## 90 CAV1, MAP2K1, NF1, TIRAP, TGFB3, PRDX2, KIT, CD24A, PDCD4, SPRY4, MAP3K5, PLCE1, MDFIC, HIPK3, CD81, GAB1, SPRED1, CEACAM2, HTR2A
## 91 ATP5E, ATP1B2, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, MYH7, ATP5G3, AMPD3, ATP13A5, NME5, ATP6V1A, ATP2B4, NME3, ATP6V0E2, ATP2C1, ATP9A, ATP8B1, ATP6V0A1, ENTPD1, ATP5H, IMPDH1, ATP8A1
## 92 DLC1, TLN1, ITGA5, BCL2, LAMC1, FN1, THY1
## 93 PPARD, ATOX1, SLC9A2, EDN1, CLSTN1, EDNRB, AQP11, APOE, NKX6-2, COL4A3BP, MT2, MT1, SGK1, SOCS6, PFKM, SLC9A3R1, TECR, PRKCB, 4930506M07RIK, NPC1, ATP2C1, PRNP, CLN5, CAV1, ADORA2A, PRND, NR3C2, KCNA5, GCLM, CD24A, FTH1, CD9, SERINC5, INPP5K, SLC30A1, BCL2, PKD2, ASPSCR1, SCD2, NTF3, NF1, ALMS1, TRIM24, TNNI3, CSRP3, PARK7, PYGM, S100B, TFRC, FYN, PLN, FABP4, NR5A2, CACNA1A, F2R
## 94 CAV1, ADORA2A, NF1, PKIG, PDCD4, SPRY4, THY1, SH3BP5, HEXIM1, HIPK3, TSC2, FABP4, SPRED1, GADD45A
## 95 PARD3, CADM1, CLDN6, CLSTN1, CLDN5, CTNND1, LMO7, CDH2, SOX9, CD2AP, CD24A, DCHS1, CDH5, CLDN15, TGFB2, CERKL, BCL2, PCDHB16, ROBO2, RAPGEF1, CDH23, RET, LGALS1, PCDH10, PCDH12, LEF1, PCDH17, CD164, MCAM, THY1, JUP, IGSF5, CDH13, ATP2C1, ITGA5, FREM2, CDON, NPTN, TCAM1
## 96 ATP5E, ATP1B2, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, ATP5G3, AMPD3, ATP13A5, NME5, ATP6V1A, ATP2B4, ATP6V0E2, NME3, ATP2C1, ATP9A, ATP8B1, ATP6V0A1, ATP5H, IMPDH1, ATP8A1
## 97 ATP5E, ATP1B2, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, ATP5G3, ATP13A5, ATP6V1A, NME5, ATP6V0E2, NME3, ATP2B4, ATP2C1, ATP9A, ATP8B1, ATP6V0A1, ATP5H, ATP8A1
## 98 ATP5E, ATP1B2, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, ATP5G3, ATP13A5, ATP6V1A, NME5, ATP6V0E2, NME3, ATP2B4, ATP2C1, ATP9A, ATP8B1, ATP6V0A1, ATP5H, ATP8A1
## 99 LYPD1, CDIPT, GPR126, SGMS2, CADM1, GPR124, EFNA3, ADCY6, UTRN, AQP7, AMOTL1, ITSN1, VPS33B, AQP1, AMOTL2, MAGED1, CTTNBP2, LPHN3, ATP2B4, HMCN1, PICALM, CD44, AQP11, RAB28, APOE, ILK, KLRA10, GNG5, ADAM9, GNG7, CDH23, RECK, TMEFF1, BSG, MAGI1, MPDZ, CRYAB, SCN2A1, VANGL2, EFNB2, THY1, JUP, NPC1, EGFLAM, CD36, PGM5, PTRF, ABCB1A, ABCB1B, PDGFRA, NPTN, TRAPPC4, TGFB1I1, UNC13C, GPR146, CLCN3, ENPP2, ASAP2, FCGRT, EPHB4, EPHB1, ITGBL1, DAGLA, ZAP70, SLC28A2, NPHP1, ASPSCR1, NTF3, MAOA, PCDH10, TGFBR2, MAOB, SMAD3, PCDH12, CD63, PCDH17, MCAM, GNAT3, ABCG2, LAMA2, EPHA7, GNGT2, CD55, EPS8, KCNJ8, TGFBR3, RHEB, SYTL2, NRP2, GYPC, STEAP4, GPR85, NRP1, GPR160, MYO7A, H2-D1, GJA1, AP3S1, GJA5, MMP25, MCF2L, ASAH2, ART3, EDNRB, AP2B1, CERKL, SMAP1, IL1RAP, STRA6, SLC22A5, GPIHBP1, CEACAM2, DPP4, AGPAT1, CTBP2, ADAM10, LYN, STX2, FLOT2, SLC22A8, SLC3A2, RFTN2, MMP15, CLIC1, CD164, FLNA, LRPAP1, BGN, MAST2, PRUNE, XPR1, PLXDC1, SORT1, KCTD12B, SGCE, PARVB, MAP3K12, SGCB, PARVA, SLC39A14, NKD1, SHROOM2, PARD3, MTDH, LIMS2, EEA1, SLC19A3, KIT, CLDN15, PLIN2, DGKD, MFSD7C, LANCL2, SOS1, COL6A3, CLEC2D, PKD2, SLCO3A1, CLEC2H, LY75, NOS1, NPR2, ATP1A1, SAMD4, FZD6, PROM1, CDH13, SLC16A2, ABCC9, AP2A2, PTP4A3, TFRC, GRIA1, STAB1, LAYN, FYN, GNG10, CDON, SLC16A9, HBEGF, ABCC4, AMOT, LRP8, CP, DNM2, HTR2A, GNA13, ENAH, OCLN, PLXNA4, GABRB2, TGFB3, LMO7, SLC7A5, IL17RD, IQGAP1, SEZ6L2, SLC16A1, DMXL2, DYSF, TIAM1, SLC2A1, ROBO2, SPRED1, INSR, MTUS1, SCAMP5, INADL, BST2, MFGE8, PNPLA6, TNS3, IGSF5, MIB1, PLCE1, LYNX1, RASGRF2, CLEC12B, CD300LG, NEURL2, VAMP1, CAR4, DST, SLC40A1, TNFAIP1, SLC38A5, BBS4, CGNL1, CAV1, SLC38A3, FGFR3, CYSLTR1, ADORA2A, MAP4K2, LRBA, PAQR7, ITGB5, CDC42SE1, NOSTRIN, TTC8, KCNA5, ITGB1, TTYH3, PTK2, SLC30A1, P2RY2, TTYH2, NUMB, LRFN1, SSX2IP, PLXND1, FN1, LPL, DIXDC1, PHACTR1, CACNA2D1, VAV3, ADAM23, KCNB1, ITGA3, SNAPIN, SLCO2B1, H2-Q6, H2-Q7, SHANK3, H2-Q8, ITGA9, LAMP2, SLC7A3, ITGA5, FREM2, PRICKLE2, ECSCR, PDZD2, PLEKHA2, CACNA1A, IER3, TLN1, CLDN6, LEPR, CLSTN1, CLDN5, PEX3, SKAP2, LSR, VMN1R208, ARHGAP21, GPC4, ANK, TMEM173, CXCR4, MAPKAP1, SDPR, GOPC, MSN, RHOD, PAK1, ZYX, SCN7A, KIRREL2, DLG2, H2-K1, TRPM6, PTGER4, LIMK1, MPP7, SLC9A3R1, NEXN, ARL3, STOM, ATP6V1A, NRM, STXBP5, DEF6, CD81, H2-KE6, CTSB, GPR17, PRNP, JAM3, EPN1, CPM, TNFRSF23, TNF, PRND, CD109, CTNND1, CDH2, CYTH3, ESYT2, GPRC5B, CD24A, CDH5, IGF1R, APLNR, CD9, KLRA9, RASGRP4, HRH2, MARVELD2, SYN2, CAMK2D, TNFRSF19, EHD1, PPAP2A, FGFBP1, EHD2, MYOF, ENO1, TMEM45A, CNNM2, PLP2, SLC12A2, ABCA8B, ABCA8A, MAL, UBL3, GM614, VWF, TMEM47, SLC6A6, TCAM1, SYNM, VPS28, ARAP3, LIPE, ARAP1, F2R
## 100 ENAH, TLN1, CAV1, LIMS2, CADM1, AQP1, CTTNBP2, PTK2, CD44, SLC2A1, ILK, NUMB, MSN, ZYX, SLCO3A1, PAK1, AGPAT1, DIXDC1, STX2, SLC12A2, LIMK1, ATP1A1, ITGA3, NEXN, SLCO2B1, TNS3, PRUNE, PGM5, LAYN, TGFB1I1, NEURL2, DST, PARVB, PARVA
## 101 TLN1, ENAH, SHROOM2, PARD3, LIMS2, LMO7, CDH2, CTTNBP2, PTK2, ILK, ZYX, PAK1, SSX2IP, NPHP1, DIXDC1, LIMK1, MPP7, NEXN, JUP, TNS3, PRUNE, PGM5, LAYN, SYNM, TGFB1I1, NEURL2, PARVB, PARVA
## 102 TLN1, ENAH, OCLN, CADM1, GABRB2, CLDN6, UTRN, CLDN5, CLSTN1, LMO7, GJA1, ITSN1, AMOTL1, GJA5, AMOTL2, ARHGAP21, CTTNBP2, HMCN1, DMXL2, ILK, GOPC, PAK1, ZYX, DLG2, DPP4, SCAMP5, INADL, CTBP2, MAGI1, LIMK1, MPDZ, SCN2A1, MPP7, NEXN, JUP, IGSF5, TNS3, EGFLAM, MAST2, PGM5, PRUNE, ABCB1A, ABCB1B, TRAPPC4, TGFB1I1, NEURL2, UNC13C, VAMP1, DST, PARVB, PARVA, CGNL1, PARD3, SHROOM2, MTDH, LIMS2, CDH2, CDH5, CLDN15, PTK2, MARVELD2, SYN2, LRFN1, SSX2IP, NPHP1, DIXDC1, PHACTR1, PCDH12, SNAPIN, SAMD4, SHANK3, TMEM47, LAYN, GRIA1, AMOT, SYNM, PDZD2, DNM2
## 103 GNA13, CADM1, MLPH, MYO7A, TGFB3, PDIA6, ITSN1, CD2AP, SLC1A5, CTTNBP2, DMXL2, PICALM, TPP1, PACSIN2, MAPKAP1, SLC2A1, GOPC, SCAMP5, BSG, ADAM10, PIK3C2B, ANP32E, SLC3A2, STOM, MYRIP, F5, IGF2R, SEMA4C, SORT1, TRAPPC4, CTSB, PDCD6IP, RAB11FIP1, SLC40A1, DST, IFT74, CLCN3, TNF, AGFG1, LRBA, TIMP4, NOSTRIN, CXXC4, RFFL, ITGB1, DGKD, SYN2, TMED10, EHD1, PCSK5, HIP1, ASPSCR1, PLAT, NOS1, NTF3, GGH, EXOC3L, WIPI1, VWF, PLA2G4A, AP2A2, LAMP2, NTS, TFRC, ULK1, CAPG, ABCC4, AMOT, ATP6V0A1, SYTL2, ABL2
## 104 DIXDC1, TLN1, ENAH, LIMS2, LIMK1, NEXN, CTTNBP2, TNS3, PTK2, PGM5, PRUNE, LAYN, ILK, TGFB1I1, PAK1, ZYX, NEURL2, DST, PARVB, PARVA
## 105 COL4A2, COL4A1, TNC, COL15A1, HSPG2, CCDC80, PAPLN, NID1, TIMP2, LAMA2, LAMA4, EGFLAM, HMCN1, ANG, FREM2, AGRN, LAMC1, ENTPD1, VWA1, COL8A1, FN1
## 106 GNA13, CADM1, MLPH, MYO7A, TGFB3, PDIA6, ITSN1, CD2AP, SLC1A5, CTTNBP2, DMXL2, PICALM, TPP1, PACSIN2, MAPKAP1, SLC2A1, GOPC, SCAMP5, BSG, ADAM10, PIK3C2B, ANP32E, SLC3A2, STOM, MYRIP, F5, IGF2R, SEMA4C, SORT1, TRAPPC4, CTSB, PDCD6IP, RAB11FIP1, SLC40A1, DST, IFT74, TNF, AGFG1, LRBA, TIMP4, NOSTRIN, CXXC4, RFFL, ITGB1, DGKD, SYN2, TMED10, EHD1, PCSK5, HIP1, PLAT, NOS1, NTF3, GGH, EXOC3L, WIPI1, VWF, PLA2G4A, AP2A2, LAMP2, NTS, TFRC, ULK1, CAPG, ABCC4, ATP6V0A1, AMOT, SYTL2, ABL2
## 107 CADM1, SGMS2, UTRN, AQP7, VPS33B, ITSN1, AQP1, AMOTL1, AMOTL2, CTTNBP2, ATP2B4, HMCN1, CD44, APOE, RAB28, ILK, GNG5, GNG7, ADAM9, MAGI1, MPDZ, VANGL2, SCN2A1, THY1, JUP, NPC1, EGFLAM, PGM5, PTRF, ABCB1A, ABCB1B, PDGFRA, TRAPPC4, TGFB1I1, UNC13C, CLCN3, ENPP2, FCGRT, EPHB4, EPHB1, ITGBL1, ZAP70, SLC28A2, NPHP1, ASPSCR1, MAOA, TGFBR2, PCDH10, MAOB, PCDH12, GNAT3, EPHA7, CD55, GNGT2, EPS8, KCNJ8, RHEB, SYTL2, STEAP4, GPR85, MYO7A, H2-D1, AP3S1, GJA1, GJA5, MCF2L, AP2B1, CERKL, SMAP1, SLC22A5, GPIHBP1, DPP4, AGPAT1, CTBP2, STX2, FLOT2, MMP15, PRUNE, MAST2, KCTD12B, SORT1, SGCE, PARVB, SGCB, PARVA, PARD3, SHROOM2, LIMS2, MTDH, SLC19A3, EEA1, KIT, CLDN15, CLEC2D, SLCO3A1, CLEC2H, LY75, ATP1A1, SAMD4, FZD6, PROM1, CDH13, AP2A2, LAYN, STAB1, GRIA1, CDON, GNG10, AMOT, HBEGF, CP, DNM2, GNA13, ENAH, OCLN, GABRB2, TGFB3, LMO7, DMXL2, DYSF, SLC2A1, ROBO2, SCAMP5, INADL, MFGE8, PNPLA6, TNS3, IGSF5, NEURL2, VAMP1, DST, TNFAIP1, CGNL1, BBS4, SLC38A3, CAV1, FGFR3, CYSLTR1, ADORA2A, ITGB5, KCNA5, TTC8, ITGB1, PTK2, NUMB, LRFN1, SSX2IP, FN1, PHACTR1, DIXDC1, CACNA2D1, KCNB1, SNAPIN, ITGA3, H2-Q6, SLCO2B1, H2-Q7, H2-Q8, SHANK3, ITGA9, SLC7A3, FREM2, ITGA5, PRICKLE2, PDZD2, CACNA1A, IER3, TLN1, CLDN6, LEPR, CLDN5, CLSTN1, PEX3, VMN1R208, ARHGAP21, GPC4, ANK, SDPR, GOPC, ZYX, PAK1, SCN7A, MSN, DLG2, H2-K1, TRPM6, LIMK1, MPP7, SLC9A3R1, NEXN, ARL3, STOM, NRM, STXBP5, CD81, CTSB, TNF, CDH2, CD24A, CDH5, MARVELD2, SYN2, CAMK2D, PPAP2A, EHD1, EHD2, TMEM45A, SLC12A2, GM614, VWF, TMEM47, SLC6A6, TCAM1, SYNM, LIPE
## 108 ASPN, CTHRC1, LTBP1, NEPN, TGFB3, POSTN, MMP25, GPC4, OGN, HMCN1, ANG, VWA1, ADAM10, CRTAP, MMP15, ADAMTS9, BGN, EGFLAM, NAV2, ADAM19, LAMC1, MFAP5, ADAMTS5, WNT5A, ADAMTSL2, SPOCK2, TNC, LUM, TIMP4, DCN, TIMP2, COL6A3, PTN, AGRN, COL8A1, ENTPD1, DPT, FN1, COL4A2, COL4A1, LGALS1, EFEMP2, FBN1, COL15A1, CCDC80, HSPG2, PAPLN, NID1, EMILIN1, LAMA2, VWF, LAMA4, FBLN2, FREM2, TGFBR3
## 109 GNA13, CADM1, MLPH, MYO7A, TGFB3, AP3S1, PDIA6, ITSN1, CD2AP, ARHGAP21, SLC1A5, CTTNBP2, DMXL2, DYSF, PICALM, MAP1LC3A, TPP1, PACSIN2, MAPKAP1, SLC2A1, GOPC, RAB6B, IFNGR1, SCAMP5, BSG, ADAM10, PIK3C2B, ANP32E, SLC3A2, STOM, MIB1, MYRIP, F5, IGF2R, SEMA4C, SORT1, TRAPPC4, PDCD6IP, CTSB, VAMP1, RAB11FIP1, SLC40A1, DST, IFT74, CLCN3, TNF, AGFG1, LRBA, TIMP4, NOSTRIN, CXXC4, RFFL, ITGB1, DGKD, SYN2, TMED10, EHD1, MYOF, PCSK5, HIP1, PLAT, ASPSCR1, NOS1, NTF3, GGH, EXOC3L, SNAPIN, WIPI1, VWF, PLA2G4A, AP2A2, LAMP2, TFRC, NTS, ULK1, CAPG, ABCC4, AMOT, ATP6V0A1, SYTL2, ABL2, ATP8A1
## 110 ASPN, CTHRC1, LTBP1, NEPN, POSTN, MMP25, GPC4, OGN, HMCN1, ANG, VWA1, ADAM10, CRTAP, MMP15, ADAMTS9, BGN, EGFLAM, NAV2, ADAM19, LAMC1, MFAP5, ADAMTS5, WNT5A, ADAMTSL2, SPOCK2, TNC, LUM, TIMP4, DCN, TIMP2, PTN, AGRN, COL8A1, ENTPD1, DPT, FN1, COL4A2, COL4A1, LGALS1, EFEMP2, FBN1, COL15A1, CCDC80, HSPG2, PAPLN, NID1, EMILIN1, LAMA2, VWF, LAMA4, FBLN2, FREM2, TGFBR3
## 111 GNA13, CADM1, MLPH, MYO7A, TGFB3, AP3S1, PDIA6, ITSN1, CD2AP, ARHGAP21, SLC1A5, CTTNBP2, DMXL2, DYSF, PICALM, MAP1LC3A, TPP1, PACSIN2, MAPKAP1, SLC2A1, GOPC, RAB6B, SCAMP5, BSG, ADAM10, PIK3C2B, ANP32E, SLC3A2, STOM, MIB1, MYRIP, F5, IGF2R, SEMA4C, SORT1, TRAPPC4, PDCD6IP, CTSB, VAMP1, RAB11FIP1, SLC40A1, DST, IFT74, CLCN3, TNF, AGFG1, LRBA, TIMP4, NOSTRIN, CXXC4, RFFL, ITGB1, DGKD, SYN2, TMED10, EHD1, MYOF, PCSK5, HIP1, PLAT, NOS1, NTF3, GGH, EXOC3L, SNAPIN, WIPI1, VWF, PLA2G4A, AP2A2, LAMP2, TFRC, NTS, ULK1, CAPG, ABCC4, AMOT, ATP6V0A1, SYTL2, ABL2, ATP8A1
## 112 DIXDC1, TLN1, ENAH, LIMS2, LIMK1, NEXN, CTTNBP2, TNS3, PTK2, PRUNE, LAYN, ILK, PAK1, ZYX, TGFB1I1, NEURL2, PARVB, PARVA
## 113 TLN1, ENAH, SHROOM2, PARD3, LIMS2, LMO7, CDH2, CTTNBP2, PTK2, ILK, ZYX, PAK1, SSX2IP, NPHP1, DIXDC1, LIMK1, MPP7, NEXN, JUP, TNS3, PRUNE, PGM5, LAYN, SYNM, TGFB1I1, NEURL2, PARVB, PARVA
## 114 COL4A2, COL4A1, TNC, FBN1, COL15A1, HSPG2, CCDC80, PAPLN, NID1, TIMP2, LAMA2, LAMA4, EGFLAM, HMCN1, ANG, FREM2, AGRN, LAMC1, ENTPD1, VWA1, COL8A1, MFAP5, FN1
## 115 OCLN, MYO7A, PPARG, VBP1, GJA1, FES, PDCD4, SLC7A5, MAGED1, CTTNBP2, ACOT7, PACSIN2, COL4A3BP, SDPR, RAB24, MT1, NGFRAP1, NOS2, DDAH2, INSR, FMNL1, PPP2R1A, PIK3C2B, PFKP, PFKM, CLIC1, ZCCHC17, THY1, JUP, ATP6V1A, PLCE1, CCND1, PTRF, ADK, PFDN4, AS3MT, PSMA3, MAPK9, PDCD6IP, UROD, FHOD1, MAP3K12, ALDH9A1, XDH, CPLX2, CAV1, ABHD5, EEA1, NR3C1, WDYHV1, GM8995, PTK2, INPP5K, RPL32, BCL2, LANCL2, ZAP70, PLCD1, AATF, CAR2, ENO1, ASPSCR1, MOCS2, NOS1, MAP2K1, SRA1, TGFBR2, SNAPIN, TAB2, PTPN12, HBA-A1, HBA-A2, ICK, GVIN1, FYN, GSK3B, POMP, FABP4, CPNE3, TNK1, APAF1, VPS28, GRB7, LIPE, GCA
## 116 GNPTG, HPRT, PTGS2, CYP2J6, PTGS1, ITSN1, ARL2BP, ASAH2, HMOX2, CTTNBP2, CYP39A1, PLCB4, PTGES, TPP1, GOPC, RECK, STX2, CYP1A1, CRYAB, CCDC88C, MPDZ, FLOT2, PKIG, SCN2A1, PFKM, CYP2E1, CLIC1, CYB5B, POR, PNPLA6, CD38, PLCE1, LYNX1, PTRF, TPPP, IGF2R, AS3MT, SORT1, H2-KE6, CTSB, VAMP1, CYP51, CAV1, SORD, ADORA2A, CALD1, CTNND1, CD24A, ITGB1, GCLM, FMO4, SLCO1A4, INPP5K, FMO1, RASGRP4, BCL2, TMED10, PPAP2A, ACSL3, EHD2, INPP5A, ACSL6, ACSL5, ASPSCR1, NCEH1, ACY1, A4GALT, SEC11C, SLC12A2, ATP1A1, SNAPIN, ITGA3, ITPR3, SAMD4, CPT1A, CYP4B1, LAMP2, EPS8, ITGA5, KCNJ8, GRIA1, ULK1, ABCC4, CHN2, SYTL2, SYNM, APAF1, ABCC5
## 117 DIXDC1, TLN1, ENAH, LIMS2, LIMK1, TNS3, CTTNBP2, PTK2, PRUNE, LAYN, ILK, PAK1, ZYX, TGFB1I1, PARVB, PARVA
## 118 ACTC1, MYL2, TCAP, CRYAB, PDLIM3, MYH7, MYH6, TNNI3, TPM2, TTN, CSRP3, JUP, TNNT2, MURC, ABCC9, PGM5, SYNE2, ANKRD23, PYGM, KCNJ8, SYNM
## 119 ASPN, CTHRC1, LTBP1, IL16, IL18, EDN1, TGFB3, PGLYRP1, POSTN, BMP15, TGFB2, OGN, HMCN1, SERPINE2, APOE, IFNG, ADAM9, CRTAP, F8, MFGE8, ADAMTS9, EGFLAM, F5, NAV2, LAMC1, MFAP5, ADAMTS5, WNT5A, ADAMTSL2, TIMP4, TIMP2, AGRN, ENTPD1, FN1, PLAT, LPL, BMP1, EFEMP2, LGALS1, GGH, CCDC80, EMILIN1, LAMA2, LAMA4, FREM2, CXCL16, CCL27A, TGFBR3, BMP6, NEPN, LEPR, LSR, MMP25, GPC4, ANG, SEMA3C, SEPP1, VWA1, FGF2, GPIHBP1, AGPAT1, ADAM10, MMP15, IFNAR2, BGN, GM13306, GRN, ADAM19, TNF, C3, SPOCK2, TNC, LUM, CD109, CXCL9, DCN, PRL2C3, PRL2C5, C1QTNF1, COL6A3, PTN, COL8A1, FIGF, PCSK5, FGFBP1, DPT, KLK8, COL4A2, COL4A1, FBN1, COL15A1, HSPG2, CCL19, IGF2, PAPLN, NID1, TNFSF9, PROM1, VWF, FBLN2, SULF1, HBEGF, LRP8, CP, IGFBP3, CMTM3, CMTM6, IGFBP5
## 120 GNA13, BSG, MLPH, MYO7A, GGH, SLC3A2, PDIA6, ITGB1, STOM, SLC1A5, MYRIP, TFRC, TPP1, SLC2A1, CAPG, TMED10, ATP6V0A1, SYTL2, PDCD6IP, CTSB
## 121 GNA13, BSG, MLPH, MYO7A, GGH, SLC3A2, PDIA6, ITGB1, STOM, SLC1A5, MYRIP, TFRC, TPP1, SLC2A1, CAPG, TMED10, ATP6V0A1, SYTL2, PDCD6IP, CTSB
## 122 GPR126, ACVRL1, H2-D1, MMP25, GPC4, CERKL, CD44, APOE, ROBO2, CEACAM2, GPIHBP1, ADAM9, H2-K1, ADAM10, MFGE8, MMP15, THY1, LRPAP1, CD38, IGSF5, BGN, CD36, SORT1, CTSB, JAM3, TNF, BMPR2, KIT, TIMP2, CD24A, CLEC2D, AGRN, SLCO3A1, FGFBP1, LY75, CKAP4, TGFBR2, H2-Q6, H2-Q7, H2-Q8, GM614, PROM1, CDH13, VWF, CD55, FREM2, LAYN, ITGA5, CDON, SULF1, AMOT, TGFBR3
## 123 TLN1, ENAH, ADORA2A, BAIAP2, SRA1, ABI3, CTNND1, CDH2, CYTH3, ITSN1, CD2AP, MCF2L, IQGAP1, PTK2, NDEL1, INPP5K, LAYN, ACAP2, AMOT, TMOD3, ROBO2, ARAP3, EPS8L2, PARVA
## 124 CDIPT, PTGS2, PTGS1, TPD52, SEZ6L2, JSRP1, PLOD1, AQP11, COL4A3BP, CH25H, CREB3L1, ELOVL7, ASPH, CYP1A1, UGCG, CYP2E1, LPCAT3, TECR, POR, PNPLA6, NPC1, SEC61B, PTRF, RASGRF2, TXNDC5, MLEC, TRAPPC5, AKAP6, TRAPPC4, TRAPPC1, EXT1, SEC61G, EXTL3, CAV1, HAX1, LRBA, SERINC5, LPCAT1, BCHE, ZDHHC9, ARL6IP5, SEC61A1, CML1, CACNA2D1, GABARAPL1, SCD2, NTF3, SEC11C, CKAP4, TPBG, CYP4B1, TGFBR3, AHCYL1, 0610007P14RIK, ORMDL1, SGPP2, CLSTN1, CYP2J6, DNAJC10, PDIA6, RTN1, SC4MOL, FAR2, HMOX2, TMEM173, CYP39A1, PLCB4, FGF3, IFNGR1, DHCR24, SGK1, CNPY2, LRPAP1, TRDN, ERN1, SORT1, PRNP, CLN5, DEGS2, CASQ2, FKBP2, CYP51, MTDH, PRND, NR3C2, EDEM3, SEC62, NECAB3, FMO4, TMED4, INPP5K, FMO1, BCL2, PKD2, BCAP29, PPAP2B, ACSL3, ACSL6, ACSL5, TMC6, NCEH1, TMC8, CREB3, GIMAP8, ARMC10, FADS3, ITPR3, VWF, PYGM, GRIA1, PLN, SULF1, MBOAT1, RCN1
## 125 ACTC1, TCAP, CRYAB, PDLIM3, MYH7, MYH6, TNNI3, TPM2, TTN, CSRP3, JUP, TNNT2, MURC, ABCC9, PGM5, SYNE2, ANKRD23, PYGM, SYNM
## 126 ARSB, FGFR3, MYO7A, LRBA, VPS33B, ABCA5, GLB1, TPP1, MT1, KIF2A, NOS1, TMEM9, GGH, 0610031J06RIK, LMBRD1, CD164, CD63, M6PR, CTSL, NPC1, LAMP2, GLA, IGF2R, SMPD1, SORT1, CTSC, PCYOX1, CTSB, CLCN7, CTSH, SLC15A3, CLN5, CTSF
## 127 LAMA2, LAMA4, ANG, HSPG2, LAMC1, AGRN, ENTPD1
## 128 ARSB, FGFR3, MYO7A, LRBA, VPS33B, ABCA5, GLB1, TPP1, MT1, KIF2A, NOS1, TMEM9, GGH, 0610031J06RIK, LMBRD1, CD164, CD63, M6PR, CTSL, NPC1, LAMP2, GLA, IGF2R, SMPD1, SORT1, CTSC, PCYOX1, CTSB, CLCN7, CTSH, SLC15A3, CLN5, CTSF
## 129 GNA13, PTGS2, PTGS1, CYP2J6, MYLIP, SPRY4, MAGED1, ARHGAP21, FRMD5, DMXL2, CYP39A1, APOE, MAPKAP1, GOPC, SPRED1, MSN, RAPGEF3, GNG5, GNG7, INADL, MAGI1, CYP1A1, BAIAP2, FLOT2, MFGE8, MPP7, CYP2E1, SLC9A3R1, POR, FARP1, PRKCB, JUP, RASGRF2, STXBP6, STXBP5, UNC13C, MAP3K12, EPN1, GRB14, FKBP2, ASAP2, NR3C2, MAP4K2, EEA1, CCDC91, RFFL, DUSP18, CDC42EP2, PLIN2, NUMB, EHD1, FGFBP1, EHD2, ASPSCR1, NOS1, GAS2, GNAT3, CYP4B1, GNGT2, GNG10, TSC2, EPB4.1L4A, JAK1, CHN2, PON2, SYTL2, VPS28, ARAP3, ARAP1, PLEKHA2
## 130 ACTC1, MYL2, TCAP, CRYAB, PDLIM3, MYH7, MYH6, TNNI3, TPM2, TTN, CSRP3, JUP, TNNT2, MURC, ABCC9, PGM5, SYNE2, ANKRD23, PYGM, KCNJ8, SYNM
## 131 ENAH, UTRN, PDLIM3, PDLIM1, MYLIP, TTN, CD2AP, CEP70, KIF13A, CTTNBP2, CDH23, MPDZ, ENC1, RAI14, MYH7, MYH6, PLK1S1, DCTN4, BICD2, FARP1, TACC2, TNNT2, JUP, NDEL1, NAV1, LCA5, SPAG5, BIN3, PDCD6IP, STMN1, TGFB1I1, MYO18A, DST, DBN1, BBS4, CGNL1, MYL2, MYL3, ADORA2A, NEDD9, CDC42SE1, MYO9B, TTC8, PIN4, CDC42EP2, PTK2, PROCR, MACF1, CEP170, ARL6IP5, FGD6, GABARAPL1, NIN, CKAP5, MYLPF, ALMS1, GAS2, MYL12B, CSRP3, SHANK3, CORO1C, MYO10, EPS8, TMOD3, EPB4.1L4A, MARCKS, ABL2, GYPC, TLN1, CDC14A, WASF3, MLPH, MYO7A, ARL2BP, ARHGAP21, FRMD5, PLCB4, MAP1LC3A, GOPC, MICAL1, ZYX, NOS2, MSN, DLG2, IFNGR1, KIF2A, DYNC1I1, SH3PXD2A, ADAM10, IFLTD1, MICAL2, VIL1, TBCE, NEXN, EML6, FLNA, ARL3, EML2, STOM, MYRIP, SASS6, MAST2, SMTN, TBCB, PLEKHH2, FRMD4A, FRMD4B, SEMA4C, SGCE, MAPRE3, PARVB, FHOD1, SGCB, PARVA, SHROOM1, PARD3, SHROOM2, CALD1, HAUS1, CETN3, CETN2, IVNS1ABP, TPM2, KRT5, SOS1, KIF4, PKD2, ODF2, IPP, ACTC1, NOS1, LRRC49, CABYR, RPS6KA1, GRIA1, RPS6KA2, IFT57, CEP68, JAK1, AMOT, SYNM, ARAP3, CALM2, ACTR10, DNM2
## 132 CGNL1, INADL, SHROOM2, PARD3, MTDH, OCLN, MAGI1, MPDZ, CLDN6, CLDN5, MPP7, AMOTL1, AMOTL2, CDH5, CLDN15, IGSF5, MARVELD2, AMOT
## 133 CGNL1, INADL, SHROOM2, PARD3, MTDH, OCLN, MAGI1, MPDZ, CLDN6, CLDN5, MPP7, AMOTL1, AMOTL2, CDH5, CLDN15, IGSF5, MARVELD2, AMOT
## 134 GNPTG, PTGS2, CYP2J6, PTGS1, ITSN1, ASAH2, HMOX2, CTTNBP2, CYP39A1, PLCB4, PTGES, GOPC, RECK, STX2, CYP1A1, MPDZ, FLOT2, SCN2A1, CYP2E1, CLIC1, CYB5B, POR, PNPLA6, CD38, PLCE1, LYNX1, PTRF, IGF2R, SORT1, H2-KE6, VAMP1, CYP51, CAV1, ADORA2A, CALD1, CTNND1, ITGB1, CD24A, FMO4, SLCO1A4, INPP5K, FMO1, RASGRP4, BCL2, TMED10, PPAP2A, ACSL3, EHD2, INPP5A, ACSL6, ACSL5, ASPSCR1, NCEH1, A4GALT, SEC11C, SLC12A2, ATP1A1, SNAPIN, ITGA3, ITPR3, SAMD4, CPT1A, CYP4B1, LAMP2, EPS8, ITGA5, KCNJ8, GRIA1, ULK1, ABCC4, CHN2, SYNM, SYTL2, ABCC5
## 135 GNPTG, PTGS2, CYP2J6, PTGS1, ITSN1, ASAH2, HMOX2, CTTNBP2, CYP39A1, PLCB4, PTGES, GOPC, RECK, STX2, CYP1A1, CRYAB, CCDC88C, MPDZ, FLOT2, SCN2A1, CYP2E1, CLIC1, CYB5B, POR, PNPLA6, CD38, PLCE1, LYNX1, PTRF, IGF2R, SORT1, H2-KE6, VAMP1, CYP51, CAV1, ADORA2A, CALD1, CTNND1, CD24A, ITGB1, FMO4, SLCO1A4, INPP5K, FMO1, RASGRP4, BCL2, TMED10, PPAP2A, ACSL3, EHD2, INPP5A, ACSL6, ACSL5, ASPSCR1, NCEH1, A4GALT, SEC11C, SLC12A2, ATP1A1, SNAPIN, ITGA3, ITPR3, SAMD4, CPT1A, CYP4B1, LAMP2, EPS8, ITGA5, KCNJ8, GRIA1, ULK1, ABCC4, CHN2, SYNM, SYTL2, ABCC5
## 136 GNPTG, STEAP4, CDIPT, SGMS2, CLSTN1, AP3S1, IL17RD, ARHGAP21, ST6GALNAC4, PICALM, APOE, PACSIN2, COL4A3BP, CHST11, ST3GAL6, GOPC, RAB6B, CHST15, MTUS1, FGF3, GGTA1, GOLM1, DHCR24, SCAMP5, ADAM10, LYN, BST2, BEND5, CHST2, VTI1B, OPTN, BICD2, FLNA, ST6GALNAC2, CHST1, ARL3, MGAT1, PLCE1, CD36, ABCB1A, ABCB1B, ATP2C1, IGF2R, TRAPPC5, SORT1, TRAPPC4, PRNP, TRAPPC1, EXT1, CLN5, GRB14, TPST1, TPST2, CLCN3, GALNT1, CAV1, FUT8, HS3ST1, PRND, ASAP2, LRBA, MAP4K2, CCDC91, NECAB3, ABCA5, SERINC5, GNPTAB, LPCAT1, AP3M1, ZDHHC9, B3GNT1, TMED10, B3GNT2, PCSK5, HIP1, CML1, MGAT4A, GABARAPL1, ST6GAL1, A4GALT, MAP2K1, GIMAP8, GOLIM4, NDFIP1, SCOC, MAL, AP4S1, WIPI1, FAM198B, GLA, IFT57, ST8SIA4, SULF1, ARAP1
## 137 ACTC1, TCAP, CRYAB, PDLIM3, MYH7, MYH6, TNNI3, TPM2, TTN, CSRP3, JUP, TNNT2, MURC, ABCC9, PGM5, SYNE2, ANKRD23, PYGM, SYNM
## 138 ARSB, FGFR3, MYO7A, LRBA, VPS33B, GLB1, ABCA5, MAP1LC3A, TPP1, MT1, KIF2A, GABARAPL1, NOS1, TMEM9, GGH, 0610031J06RIK, LMBRD1, CD164, CD63, M6PR, CTSL, NPC1, LAMP2, GLA, IGF2R, SMPD1, SORT1, CTSC, PCYOX1, CTSB, CLCN7, CTSH, SLC15A3, CLN5, CTSF
## 139 CGNL1, INADL, SHROOM2, PARD3, MTDH, OCLN, MAGI1, MPDZ, CLDN6, CLDN5, MPP7, AMOTL1, AMOTL2, CDH5, FZD6, CLDN15, JUP, IGSF5, MARVELD2, PRICKLE2, AMOT
## 140 ATP5E, CPT2, XPO6, COX5A, ARL2BP, NDUFAF3, FANCL, FAHD1, SLC25A20, NDUFS6, TMEM173, CISD1, NDUFS4, PTGES, SLC25A1, HADH, ATP5H, COX17, GATM, IFLTD1, IPO9, CLIC1, NAV3, CYB5B, CLPX, TIMM8B, NPC1, NDEL1, NRM, IGF2R, ERN1, AKAP6, SLC25A37, H2-KE6, PMPCB, PRODH, NDUFB3, NDUFB6, HAX1, NUP160, NDUFB8, SFXN1, RPL38, FIS1, DUSP18, BCHE, GSTK1, BCL2, MTCH1, IDH2, COX6B1, MLXIP, MTMR6, ACSL3, ACSL6, ACSL5, GPD2, CML1, NOS1, COX7A1, COX8B, NDUFA9, MAOA, ABCA8B, MAOB, NDUFA7, VDAC2, CPT1A, SLC25A11, SYNE2, HMGCS2, PRICKLE2, COX6A2, NLN, CSTAD
## 141 ADAM10, ADORA2A, MPDZ, SHANK3, PLCB4, EPS8, GRIA1, SOS1, GOPC, SEMA4C, DLG2, IFNGR1, DNM2
## 142 ATP5E, CPT2, XPO6, COX5A, ARL2BP, NDUFAF3, FANCL, FAHD1, SLC25A20, NDUFS6, TMEM173, CISD1, NDUFS4, PTGES, SLC25A1, HADH, ATP5H, COX17, GATM, IFLTD1, IPO9, CLIC1, NAV3, CYB5B, CLPX, TIMM8B, NPC1, NDEL1, NRM, IGF2R, ERN1, AKAP6, SLC25A37, H2-KE6, PMPCB, PRODH, NDUFB3, NDUFB6, HAX1, NUP160, NDUFB8, SFXN1, RPL38, FIS1, DUSP18, BCHE, GSTK1, BCL2, MTCH1, IDH2, COX6B1, MLXIP, MTMR6, ACSL3, ACSL6, ACSL5, GPD2, CML1, NOS1, COX7A1, COX8B, NDUFA9, MAOA, ABCA8B, MAOB, NDUFA7, VDAC2, CPT1A, SLC25A11, SYNE2, HMGCS2, PRICKLE2, COX6A2, NLN, CSTAD
## 143 CGNL1, SHROOM2, PARD3, MTDH, OCLN, CADM1, CLDN6, CLDN5, GJA1, LMO7, AMOTL1, AMOTL2, GJA5, CDH5, CLDN15, MARVELD2, ZYX, DPP4, INADL, MAGI1, MPDZ, SCN2A1, PCDH12, MPP7, JUP, IGSF5, PGM5, ABCB1A, ABCB1B, AMOT
## 144 IER3, CAV1, TNF, EFNB1, FLOT2, PRND, TGFBR2, CD24A, EPHB1, THY1, STOM, CTTNBP2, CD36, NRM, PTRF, SDPR, PRNP, LIPE
## 145 GNPTG, CYP51, PTGS2, CYP2J6, PTGS1, FMO4, HMOX2, CYP39A1, PLCB4, PTGES, FMO1, BCL2, TMED10, ACSL3, ACSL6, ACSL5, ASPSCR1, NCEH1, SEC11C, CYP1A1, ATP1A1, CYP2E1, CYB5B, ITPR3, POR, CPT1A, CYP4B1, PTRF, KCNJ8, SORT1
## 146 DLC1, MLPH, TTN, ITSN1, MCF2L, IQGAP1, ARL2BP, SMAP1, DMXL2, TBC1D12, TIAM1, TBC1D14, TBC1D13, GOPC, RAPGEF5, NET1, ARHGEF7, ARHGEF6, ARHGEF15, TBC1D22A, FARP1, THY1, MAP4K3, MURC, MAP4K4, MYRIP, RASGRF2, ACAP2, NRK, AGFG1, TBC1D9, CYTH1, ASAP2, MAP4K2, MYO9B, ASAP3, CYTH3, PLEKHG3, PLEKHG2, RASGRP4, SOS1, TBC1D4, TBC1D30, FGD6, ARHGDIB, VAV3, SYTL2, ARAP3, ARAP2, ARAP1
## 147 ENAH, TLN1, WASF3, TNNC1, MLPH, MYO7A, UTRN, PDLIM3, LMO7, MYLIP, MTSS1L, SDC3, CTTNBP2, FRMD5, TRIM2, MAP1LC3A, PACSIN2, ANG, AIF1L, MSN, MKL2, FMNL1, DYNC1I1, CLMN, BAIAP2, VIL1, ENC1, MYH7, MYH6, NEXN, FLNA, FARP1, JMY, MYRIP, NDEL1, MAST2, SPAG5, TPPP, LIMCH1, STMN1, DBN1, EPS8L2, DST, MAPRE3, PARVB, FHOD1, PARVA, SHROOM1, SHROOM2, CNN3, ADORA2A, ABLIM3, CALD1, MYO9B, DAAM1, TPM2, MACF1, HIP1, DIXDC1, PHACTR1, IPP, GABARAPL1, BAIAP2L1, CKAP5, FSCN1, NF1, TNNI3, CORO1C, SYNE2, S100B, FYN, CAPG, EPB4.1L4A, TMOD3, MARCKS, SYNM, MYLK
## 148 DLC1, MLPH, ARHGAP18, ITSN1, TTN, ARL2BP, MCF2L, IQGAP1, ARHGAP21, DMXL2, ARHGAP20, SMAP1, TBC1D12, TIAM1, TBC1D14, GOPC, TBC1D13, RAPGEF5, RAPGEF3, RAPGEF1, NET1, ARHGEF7, ARHGEF6, ARHGAP28, ARHGEF15, TBC1D22A, FARP1, THY1, MAP4K3, MURC, MAP4K4, RALGAPA2, PLCE1, MYRIP, RASGRF2, ACAP2, NRK, AGFG1, CYTH1, TBC1D9, ASAP2, MAP4K2, MYO9B, CYTH3, ASAP3, PLEKHG3, PLEKHG2, RGS12, RASGRP4, SOS1, TBC1D4, TBC1D30, FGD6, ARHGDIB, VAV3, NF1, DOCK7, RICTOR, CHML, PLN, RGS4, TSC2, RGS5, CHN2, SYTL2, ARAP3, ARAP2, ARAP1
## 149 DLC1, MLPH, ARHGAP18, ITSN1, TTN, ARL2BP, MCF2L, IQGAP1, ARHGAP21, DMXL2, ARHGAP20, SMAP1, TBC1D12, TIAM1, TBC1D14, GOPC, TBC1D13, RAPGEF5, RAPGEF3, RAPGEF1, NET1, ARHGEF7, ARHGEF6, ARHGAP28, ARHGEF15, TBC1D22A, FARP1, THY1, MAP4K3, MURC, MAP4K4, RALGAPA2, PLCE1, MYRIP, RASGRF2, ACAP2, NRK, AGFG1, CYTH1, TBC1D9, ASAP2, MAP4K2, MYO9B, CYTH3, ASAP3, PLEKHG3, PLEKHG2, RGS12, RASGRP4, SOS1, TBC1D4, TBC1D30, FGD6, ARHGDIB, VAV3, NF1, DOCK7, RICTOR, CHML, RGS4, TSC2, RGS5, CHN2, SYTL2, ARAP3, ARAP2, ARAP1
## 150 DLC1, PPARD, ARHGAP18, FGF13, ITSN1, MMP25, IQGAP1, ARHGAP21, MAP3K5, ARHGAP20, SMAP1, TBC1D12, APOE, TBC1D14, TBC1D13, COX17, ARHGAP28, ARHGEF15, CYB5B, TBC1D22A, THY1, RALGAPA2, MURC, ACAP2, CAV1, AGFG1, TBC1D9, ASAP2, MYO9B, ASAP3, TIMP2, CD24A, RGS12, TBC1D4, TBC1D30, FN1, ARHGDIB, NF1, CHML, RGS4, RGS5, TSC2, CHN2, APAF1, ARAP3, ARAP2, IGFBP3, ARAP1, MGST2
## 151 ADCY6, PRKG1, C230081A13RIK, KIF13A, MAP3K5, ATP2B4, OASL2, ILK, MAP3K8, RAPGEF3, MAGI1, MTPAP, MYH7, MYH6, NME5, GLUL, NME3, NAV1, ABCB1A, ABCB1B, ATP2C1, PDGFRA, MAPK9, MYO18A, CHKA, CLCN3, PFKFB3, UBA7, MYO9B, OAS2, CHEK2, EPHB4, EPHB1, ZAP70, SLC28A2, DHX58, MAP2K1, TAOK3, TGFBR2, ATP11B, ATP11A, YTHDC2, ABCG3, ATP13A5, RPS6KL1, ABCG2, EPHA7, KCNJ8, RAD54B, TNK1, GRK4, DHX40, GRK5, ACAD11, CLCN7, SRMS, STEAP4, ACVRL1, MYO7A, UBE2G1, ATP10A, ATP10D, MLH3, PMVK, CHST15, NOS2, SLC22A5, TARSL2, TOP2A, DHCR24, LYN, PDE10A, MAST2, ADK, MAP3K12, KIT, FMO4, FMO1, PRKAA2, PAPSS1, PAPSS2, ACSL3, ACSL6, ACSL5, ETFA, ACTC1, NOS1, NPR1, ATP1A1, NPR2, KHK, ABCC9, RPS6KA1, MAPK12, FYN, RPS6KA2, GSK3B, AOX1, ABCC4, ABCC5, ABCC6, STK33, STK38, TTN, PRKAR2B, ACSS1, MLKL, INSR, RET, PDXK, DARS, CLPX, MAP4K3, MAP4K4, RFK, ATP9A, PDE5A, FLAD1, SMARCA2, PCCA, PRPS2, XDH, FGFR3, STK10, GM14085, BMPR2, MAP4K2, TIMP4, CTPS2, ABCA5, PTK2, ENTPD1, TEC, BMX, AK3, SACS, SMG1, ATAD2, MYO10, ULK1, THNSL1, GUK1, ABL2, MYLK, UBE2E1, CDK19, ACOX1, D2HGDH, SLFN9, PIP5K1B, SLFN8, SLFN5, FES, D8ERTD82E, WARS, SLK, PAK4, CCT8L1, CDK12, ATP8B1, PAK1, NSF, KIF2A, TRPM6, SGK1, LIMK1, PFKP, PFKM, DAPK2, MCM3, DAPK1, PRKCB, PRKD1, ATP6V1A, PRKD2, ACVR2A, HIPK3, ERN1, NRK, FRK, CAMK2G, SHPK, IGF1R, CHD7, HSPA2, KIF4, SYN2, CAMK2D, ETNK1, DMGDH, EHD1, EHD2, MSH6, MSH3, ABCA8B, ABCA8A, ICK, JAK1, APAF1, ATP8A1
## 152 ADCY6, PRKG1, C230081A13RIK, KIF13A, MAP3K5, ATP2B4, OASL2, ILK, MAP3K8, RAPGEF3, MAGI1, MTPAP, MYH7, MYH6, NME5, GLUL, NME3, NAV1, ABCB1A, ABCB1B, ATP2C1, PDGFRA, MAPK9, MYO18A, CHKA, CLCN3, PFKFB3, UBA7, MYO9B, OAS2, CHEK2, EPHB4, EPHB1, ZAP70, DHX58, MAP2K1, TAOK3, TGFBR2, ATP11B, ATP11A, YTHDC2, ABCG3, ATP13A5, RPS6KL1, ABCG2, EPHA7, KCNJ8, RAD54B, TNK1, GRK4, DHX40, GRK5, ACAD11, CLCN7, SRMS, STEAP4, ACVRL1, MYO7A, UBE2G1, ATP10A, ATP10D, MLH3, PMVK, CHST15, NOS2, SLC22A5, TARSL2, TOP2A, DHCR24, LYN, PDE10A, MAST2, ADK, MAP3K12, KIT, FMO4, FMO1, PRKAA2, PAPSS1, PAPSS2, ACSL3, ACSL6, ACSL5, ETFA, ACTC1, NOS1, NPR1, ATP1A1, NPR2, KHK, ABCC9, RPS6KA1, MAPK12, RPS6KA2, FYN, GSK3B, AOX1, ABCC4, ABCC5, ABCC6, STK33, STK38, TTN, PRKAR2B, ACSS1, MLKL, INSR, RET, PDXK, DARS, CLPX, MAP4K3, MAP4K4, RFK, ATP9A, FLAD1, SMARCA2, PCCA, PRPS2, XDH, FGFR3, STK10, BMPR2, MAP4K2, TIMP4, CTPS2, ABCA5, PTK2, ENTPD1, TEC, BMX, AK3, SACS, SMG1, ATAD2, MYO10, ULK1, THNSL1, GUK1, ABL2, MYLK, UBE2E1, CDK19, ACOX1, D2HGDH, SLFN9, PIP5K1B, SLFN8, SLFN5, FES, D8ERTD82E, WARS, SLK, PAK4, CCT8L1, CDK12, ATP8B1, PAK1, NSF, KIF2A, TRPM6, SGK1, LIMK1, PFKP, PFKM, DAPK2, MCM3, DAPK1, PRKCB, PRKD1, ATP6V1A, PRKD2, ACVR2A, HIPK3, ERN1, NRK, FRK, CAMK2G, SHPK, IGF1R, CHD7, HSPA2, KIF4, SYN2, CAMK2D, ETNK1, DMGDH, EHD1, EHD2, MSH6, MSH3, ABCA8B, ABCA8A, ICK, JAK1, APAF1, ATP8A1
## 153 ADCY6, PRKG1, C230081A13RIK, KIF13A, MAP3K5, ATP2B4, OASL2, ILK, MAP3K8, RAPGEF3, MAGI1, MTPAP, MYH7, MYH6, NME5, GLUL, NME3, NAV1, ABCB1A, ABCB1B, ATP2C1, PDGFRA, MAPK9, MYO18A, CHKA, CLCN3, PFKFB3, UBA7, MYO9B, OAS2, CHEK2, EPHB4, EPHB1, ZAP70, DHX58, MAP2K1, TAOK3, TGFBR2, ATP11B, ATP11A, YTHDC2, ABCG3, ATP13A5, RPS6KL1, ABCG2, EPHA7, KCNJ8, RAD54B, TNK1, GRK4, DHX40, GRK5, ACAD11, CLCN7, SRMS, STEAP4, ACVRL1, MYO7A, UBE2G1, ATP10A, ATP10D, MLH3, PMVK, CHST15, NOS2, SLC22A5, TARSL2, TOP2A, DHCR24, LYN, PDE10A, MAST2, ADK, MAP3K12, KIT, FMO4, FMO1, PRKAA2, PAPSS1, PAPSS2, ACSL3, ACSL6, ACSL5, ETFA, ACTC1, NOS1, NPR1, ATP1A1, NPR2, KHK, ABCC9, RPS6KA1, MAPK12, RPS6KA2, FYN, GSK3B, AOX1, ABCC4, ABCC5, ABCC6, STK33, STK38, TTN, PRKAR2B, ACSS1, MLKL, INSR, RET, PDXK, DARS, CLPX, MAP4K3, MAP4K4, RFK, ATP9A, PDE5A, FLAD1, SMARCA2, PCCA, PRPS2, XDH, FGFR3, STK10, BMPR2, MAP4K2, TIMP4, CTPS2, ABCA5, PTK2, ENTPD1, TEC, BMX, AK3, SACS, SMG1, ATAD2, MYO10, ULK1, THNSL1, GUK1, ABL2, MYLK, UBE2E1, CDK19, ACOX1, D2HGDH, SLFN9, PIP5K1B, SLFN8, SLFN5, FES, D8ERTD82E, WARS, SLK, PAK4, CCT8L1, CDK12, ATP8B1, PAK1, NSF, KIF2A, TRPM6, SGK1, LIMK1, PFKP, PFKM, DAPK2, MCM3, DAPK1, PRKCB, PRKD1, ATP6V1A, PRKD2, ACVR2A, HIPK3, ERN1, NRK, FRK, CAMK2G, SHPK, IGF1R, CHD7, HSPA2, KIF4, SYN2, CAMK2D, ETNK1, DMGDH, EHD1, EHD2, MSH6, MSH3, ABCA8B, ABCA8A, ICK, JAK1, APAF1, ATP8A1
## 154 CDK19, STK33, NRP1, ACVRL1, STK38, PRKG1, TTN, FES, C230081A13RIK, D8ERTD82E, CTTNBP2, MAP3K5, SLK, PAK4, MAP3K8, ILK, CDK12, MLKL, PAK1, INSR, TRPM6, SGK1, RET, LYN, LIMK1, PRKAB1, DAPK2, DAPK1, PRKCB, PRKD1, MAP4K3, ACVR2A, PRKD2, MAP4K4, CCND1, MAST2, HIPK3, ERN1, PDGFRA, MAPK9, NRK, MAP3K12, FRK, FGFR3, STK10, CAMK2G, BMPR2, MAP4K2, CHEK2, KIT, POLR2D, EPHB4, EPHB1, POLR2A, IGF1R, PTK2, ZAP70, CAMK2D, PRKAA2, TEC, MAP2K1, TRIM28, TGFBR2, TAOK3, BMX, NPR1, SMG1, NPR2, TRIM24, RPS6KL1, ICK, EPHA7, RPS6KA1, MAPK12, FYN, RPS6KA2, ULK1, GSK3B, TGFBR3, JAK1, GRK4, CPNE3, TNK1, GRK5, ABL2, SRMS, MYLK
## 155 FRK, LYN, BMX, FES, C230081A13RIK, D8ERTD82E, PTK2, FYN, ZAP70, JAK1, TNK1, ABL2, SRMS, TEC
## 156 ENAH, TLN1, WASF3, MLPH, TNNC1, MYO7A, UTRN, MTSS1L, ANG, AIF1L, MKL2, FMNL1, CLMN, ENC1, VIL1, MYH7, MYH6, NEXN, FLNA, JMY, MYRIP, LIMCH1, EPS8L2, DST, DBN1, PARVB, FHOD1, PARVA, SHROOM1, SHROOM2, CNN3, ABLIM3, CALD1, MYO9B, TPM2, DAAM1, MACF1, HIP1, PHACTR1, IPP, DIXDC1, BAIAP2L1, FSCN1, TNNI3, CORO1C, SYNE2, CAPG, TMOD3, MARCKS, MYLK
## 157 STK33, STK38, ADCY6, PRKG1, TTN, C230081A13RIK, KIF13A, PRKAR2B, ACSS1, MAP3K5, ATP2B4, OASL2, ILK, MAP3K8, MLKL, RAPGEF3, INSR, RET, PDXK, MAGI1, DARS, MTPAP, MYH7, MYH6, CLPX, MAP4K3, NME5, MAP4K4, GLUL, NME3, ABCB1A, NAV1, RFK, ATP2C1, ABCB1B, ATP9A, PDGFRA, MAPK9, FLAD1, MYO18A, SMARCA2, PCCA, PRPS2, CHKA, CLCN3, FGFR3, PFKFB3, STK10, MAP4K2, UBA7, BMPR2, CTPS2, TIMP4, MYO9B, CHEK2, OAS2, EPHB4, EPHB1, ABCA5, PTK2, ZAP70, ENTPD1, DHX58, TEC, MAP2K1, TGFBR2, TAOK3, SACS, BMX, AK3, ATP11B, SMG1, ATAD2, ATP11A, YTHDC2, ABCG3, ATP13A5, RPS6KL1, ABCG2, EPHA7, MYO10, KCNJ8, ULK1, TNK1, RAD54B, GRK4, DHX40, THNSL1, GRK5, ABL2, CLCN7, GUK1, SRMS, MYLK, UBE2E1, CDK19, ACVRL1, SLFN9, MYO7A, UBE2G1, ATP10A, PIP5K1B, SLFN8, ATP10D, SLFN5, MLH3, FES, PMVK, D8ERTD82E, WARS, SLK, PAK4, CCT8L1, CDK12, ATP8B1, SLC22A5, PAK1, TOP2A, TARSL2, NSF, KIF2A, TRPM6, SGK1, LYN, LIMK1, PFKP, PDE10A, PFKM, MCM3, DAPK2, DAPK1, PRKCB, PRKD1, ATP6V1A, PRKD2, ACVR2A, MAST2, HIPK3, ADK, ERN1, NRK, MAP3K12, FRK, CAMK2G, SHPK, KIT, IGF1R, CHD7, HSPA2, KIF4, SYN2, CAMK2D, ETNK1, PRKAA2, EHD1, PAPSS1, PAPSS2, EHD2, ACSL3, ACSL6, ACSL5, MSH6, ACTC1, MSH3, ABCA8B, ABCA8A, NPR1, ATP1A1, NPR2, KHK, ABCC9, ICK, MAPK12, RPS6KA1, FYN, RPS6KA2, GSK3B, JAK1, ABCC4, APAF1, ABCC5, ATP8A1, ABCC6
## 158 GDA, CDIPT, LTBP1, PTGS2, PTGS1, FSTL1, MYLIP, RORA, ITSN1, FAH, MAP3K5, CH25H, MAP3K8, AIF1L, DDAH1, ADAM9, CDH23, CYP1A1, RXRA, ZHX1, F8, COLEC11, CYP2E1, ADAMTS9, NME3, NAPEPLD, F5, UNC13C, ADAMTS5, KCNJ2, DIDO1, DAGLA, LPCAT1, PIR, ZDHHC9, CASZ1, FAHD2A, DHX58, GPD2, ASXL3, MGAT4A, PCDH10, TGFBR2, ATP11B, ATP11A, PCDH12, PCDH17, KCNJ8, TRPS1, TRAFD1, CACHD1, ZNFX1, CYP2J6, ATP10A, ATP10D, MMP25, SMAP1, GUCY1A2, ZFP354A, MICAL1, SLC22A5, ZFP354B, MBLAC2, ZDHHC2, AR, CAR14, MICAL2, SLC3A2, PDE10A, CLIC1, MMP15, ZSWIM1, MYRIP, MAST2, GUCY1B3, EGFL8, NKD1, SORD, TBC1D9, FHL1, TRIM16, EEA1, NECAB3, TCEA3, PCDHB16, PKD2, PPP3CC, ACSL3, ACSL6, ACSL5, BRD1, TRIM28, FADS3, PHF10, NID1, TRIM24, PHYH, CABYR, CDH13, RPS6KA1, GLA, RPS6KA2, AOX1, LRP8, CP, NR5A2, MEGF6, STK38, LMO2, TNNC1, ATOX1, LMO7, ZXDB, CAR5A, ZIC1, IL17RD, ZIC3, LNX1, ZIC2, ASPA, RNF141, CYGB, LONRF3, ASPH, MB, RET, PDXK, NUDT4, NRD1, TECR, MIB1, RASGRF2, RFK, ATP9A, PDE5A, SLC40A1, XDH, EXTL3, ADHFE1, ADAMTSL2, BMPR2, CXXC4, KCNA5, TTYH3, TTYH2, OTUD7B, RNF168, FGD6, TEC, CACNA2D1, VAV3, ADAM23, EFEMP2, KCNB1, SMG1, MYL12B, S100B, EBF3, FREM2, ZIC5, RNF157, HIVEP1, ADAM22, ABL2, CACNA1A, KDM6A, CLSTN1, SC4MOL, GLB1, HMOX2, TRIM2, TRIM3, RNF103, CAT, GM5595, IMPDH1, ZFP551, TRPM6, LIMK1, MBNL2, VAT1, PGM2L1, ARL3, 2700081O15RIK, LIMCH1, ERN1, PPM1L, PDE9A, CASQ2, GALNT1, ABLIM3, CABP1, EGLN3, ADH5, NR3C2, EGLN1, NR3C1, CDH2, CDKAL1, CDH5, DPF1, ADPRHL1, PRRG3, PRRG4, ADH1, KDM3A, EHD1, EHD2, RNF144A, RNF144B, WDFY2, ADARB1, SLC12A2, FBN1, CREB5, IDO1, FUCA2, TAB2, TAB3, ICK, ZFP677, RCN1, GCA, S100A6, ATP1B2, ADCY6, UTRN, PDLIM3, PDLIM1, SLC26A10, TPD52, ZNRF3, BC026585, PLOD1, NT5C2, NGFRAP1, GGTA1, POLK, SCN2A1, ZFP827, PGM5, UHRF2, BAZ1A, ZFP462, ATP2C1, ACAP2, PRDM5, PRDM1, TGFB1I1, CLCN3, ENPP2, ENPP3, ASAP2, SFXN1, ZNRD1, MYO9B, RFFL, CHEK2, ASAP3, MACF1, IDH2, SLC31A1, CRIP1, ZBTB46, SCD2, BMP1, ZFP600, ZFP449, RYBP, S100A10, CSRP2, CSRP3, ATP13A5, CYP4B1, CBLB, PLA2G4A, ZFP442, RNF7, GBE1, DCP2, BCL6B, RHEB, CLCN7, KLF3, ARSB, KCNJ15, STEAP4, PPARD, PXDN, ZCCHC24, ACVRL1, COPS5, PPARG, SOBP, FANCL, CYP39A1, NEURL1B, NOS2, COX17, ZFP423, ADAM10, VIL1, CYB5B, ZCCHC17, EFHC2, PRUNE, ADK, SGCE, ADAM19, PMPCB, MAP3K12, SLC39A14, ZFP418, ZFP710, LIMS2, ZFP715, SLC39A10, ZFP69, CETN3, CETN2, EDEM3, EDEM2, DCHS1, TPCN1, POLR2A, GNPTAB, PRKAA2, FYCO1, CAR2, ZFP53, ZFP52, ZFP51, NOS1, RBM20, NPR1, ATP1A1, ITPR3, SNAI2, MSRB2, MAPK12, YAF2, FYN, FBLN2, FBLN5, CHN2, NLN, CALM2, GABRB2, COX5A, TTN, FAHD1, CISD1, GATA6, TIMM8B, POR, CLPX, NEBL, TNS3, ISCU, IGSF5, PLCE1, CAR8, SLC25A37, CAR4, DST, PRPS2, SLC38A3, MYL2, AGFG1, MYL3, WT1, FTH1, SLC30A1, B3GNT2, ENTPD1, ACY1, ZMYM4, BMX, MYLPF, KAT5, TET1, FOXP1, TRIM59, ITGA5, PRICKLE3, PRICKLE2, MYLK, AEBP1, HPRT, MLPH, PLCB4, ANG, ATP8B1, MT2, MT1, ZYX, NSF, PHC1, EGR1, PFKP, RUNX1T1, PFKM, LMBRD1, PRKCB, PRKD1, ACVR2A, PRKD2, CTSC, ZADH2, MDM4, PRNP, GM13154, CYP51, CPM, ING2, XIAP, SPOCK2, PRND, NANOS1, C1S, TMEM37, ERCC5, RASGRP4, SLC39A8, PLCD1, PHF20L1, ENO1, ZC3H12C, NCEH1, SLC10A6, PAPLN, HBA-A1, HBA-A2, ZFP286, SULF1, SLC5A6, 2610305D13RIK, CYB5D2, ARAP3, ARAP2, ARAP1, ATP8A1
## 159 ACVRL1, STK38, HPRT, ADCY6, ATP10A, ATP10D, TTN, FAH, FAHD1, MAP3K5, NT5C2, MAP3K8, ATP8B1, NSF, POLK, NUDT4, PFKP, PDE10A, PFKM, ARL3, PGM2L1, PRKD1, ACVR2A, PRKD2, MAST2, NME3, PGM5, RFK, ATP2C1, ADK, ATP9A, PDE5A, ERN1, PPM1L, MAP3K12, PRPS2, BMPR2, CHEK2, POLR2A, ADPRHL1, ERCC5, IDH2, PRKAA2, ENTPD1, ACSL3, FAHD2A, ACSL6, ENO1, ACSL5, ZC3H12C, TGFBR2, ATP11B, ATP11A, ATP1A1, ATP13A5, ICK, RPS6KA1, MAPK12, RPS6KA2, RHEB, ABL2, MYLK, ATP8A1
## 160 STK33, STK38, ADCY6, PRKG1, TTN, C230081A13RIK, KIF13A, ACSS1, MAP3K5, ATP2B4, OASL2, ILK, MAP3K8, MLKL, INSR, RET, PDXK, MAGI1, DARS, MTPAP, MYH7, MYH6, CLPX, MAP4K3, NME5, MAP4K4, GLUL, NME3, ABCB1A, NAV1, RFK, ATP2C1, ABCB1B, ATP9A, PDGFRA, MAPK9, FLAD1, MYO18A, SMARCA2, PCCA, PRPS2, CHKA, CLCN3, FGFR3, PFKFB3, STK10, MAP4K2, UBA7, BMPR2, CTPS2, TIMP4, MYO9B, CHEK2, OAS2, EPHB4, EPHB1, ABCA5, PTK2, ZAP70, ENTPD1, DHX58, TEC, MAP2K1, TGFBR2, TAOK3, SACS, BMX, AK3, ATP11B, SMG1, ATAD2, ATP11A, YTHDC2, ABCG3, ATP13A5, RPS6KL1, ABCG2, EPHA7, MYO10, KCNJ8, ULK1, TNK1, RAD54B, GRK4, DHX40, THNSL1, GRK5, ABL2, CLCN7, GUK1, SRMS, MYLK, UBE2E1, CDK19, ACVRL1, SLFN9, MYO7A, UBE2G1, ATP10A, PIP5K1B, SLFN8, ATP10D, SLFN5, MLH3, FES, PMVK, D8ERTD82E, WARS, SLK, PAK4, CCT8L1, CDK12, ATP8B1, SLC22A5, PAK1, TOP2A, TARSL2, NSF, KIF2A, TRPM6, SGK1, LYN, LIMK1, PFKP, PFKM, MCM3, DAPK2, DAPK1, PRKCB, PRKD1, ATP6V1A, PRKD2, ACVR2A, MAST2, HIPK3, ADK, ERN1, NRK, MAP3K12, FRK, CAMK2G, SHPK, KIT, IGF1R, CHD7, HSPA2, KIF4, SYN2, CAMK2D, ETNK1, PRKAA2, EHD1, PAPSS1, PAPSS2, ACSL3, EHD2, ACSL6, ACSL5, MSH6, ACTC1, MSH3, ABCA8B, ABCA8A, NPR1, ATP1A1, NPR2, KHK, ABCC9, ICK, MAPK12, RPS6KA1, FYN, RPS6KA2, GSK3B, JAK1, ABCC4, APAF1, ABCC5, ATP8A1, ABCC6
## 161 GDA, CDIPT, LTBP1, PTGS2, PTGS1, FSTL1, MYLIP, RORA, ITSN1, FAH, MAP3K5, CH25H, MAP3K8, AIF1L, DDAH1, ADAM9, CDH23, CYP1A1, RXRA, ZHX1, F8, COLEC11, CYP2E1, ADAMTS9, NME3, NAPEPLD, F5, UNC13C, ADAMTS5, KCNJ2, DIDO1, DAGLA, LPCAT1, PIR, ZDHHC9, CASZ1, FAHD2A, DHX58, GPD2, ASXL3, MGAT4A, PCDH10, TGFBR2, ATP11B, ATP11A, PCDH12, PCDH17, KCNJ8, TRPS1, TRAFD1, CACHD1, ZNFX1, CYP2J6, ATP10A, ATP10D, MMP25, SMAP1, GUCY1A2, ZFP354A, MICAL1, SLC22A5, ZFP354B, MBLAC2, ZDHHC2, AR, CAR14, MICAL2, SLC3A2, PDE10A, MMP15, ZSWIM1, MYRIP, MAST2, GUCY1B3, EGFL8, NKD1, SORD, TBC1D9, FHL1, TRIM16, EEA1, NECAB3, TCEA3, PCDHB16, PKD2, PPP3CC, ACSL3, ACSL6, ACSL5, BRD1, TRIM28, FADS3, PHF10, NID1, TRIM24, PHYH, CABYR, CDH13, RPS6KA1, GLA, RPS6KA2, AOX1, LRP8, CP, NR5A2, MEGF6, STK38, LMO2, TNNC1, ATOX1, LMO7, ZXDB, CAR5A, ZIC1, IL17RD, ZIC3, LNX1, ZIC2, ASPA, RNF141, CYGB, LONRF3, ASPH, MB, RET, PDXK, NUDT4, NRD1, TECR, MIB1, RASGRF2, RFK, ATP9A, PDE5A, SLC40A1, XDH, EXTL3, ADHFE1, ADAMTSL2, BMPR2, CXXC4, KCNA5, TTYH3, TTYH2, OTUD7B, RNF168, FGD6, TEC, CACNA2D1, VAV3, ADAM23, EFEMP2, KCNB1, SMG1, MYL12B, S100B, EBF3, FREM2, ZIC5, RNF157, HIVEP1, ADAM22, ABL2, CACNA1A, KDM6A, CLSTN1, SC4MOL, GLB1, HMOX2, TRIM2, TRIM3, RNF103, CAT, GM5595, IMPDH1, ZFP551, TRPM6, LIMK1, MBNL2, VAT1, PGM2L1, ARL3, 2700081O15RIK, LIMCH1, ERN1, PPM1L, PDE9A, CASQ2, GALNT1, ABLIM3, CABP1, EGLN3, ADH5, NR3C2, EGLN1, NR3C1, CDH2, CDKAL1, CDH5, DPF1, ADPRHL1, PRRG3, PRRG4, ADH1, KDM3A, EHD1, EHD2, RNF144A, RNF144B, WDFY2, ADARB1, SLC12A2, FBN1, CREB5, IDO1, FUCA2, TAB2, TAB3, ICK, ZFP677, RCN1, GCA, S100A6, ATP1B2, ADCY6, UTRN, PDLIM3, PDLIM1, TPD52, ZNRF3, BC026585, PLOD1, NT5C2, NGFRAP1, GGTA1, POLK, SCN2A1, ZFP827, PGM5, UHRF2, BAZ1A, ZFP462, ATP2C1, ACAP2, PRDM5, PRDM1, TGFB1I1, ENPP2, ENPP3, ASAP2, SFXN1, ZNRD1, MYO9B, RFFL, CHEK2, ASAP3, MACF1, IDH2, SLC31A1, CRIP1, ZBTB46, SCD2, BMP1, ZFP600, ZFP449, RYBP, S100A10, CSRP2, CSRP3, ATP13A5, CYP4B1, CBLB, PLA2G4A, ZFP442, RNF7, GBE1, DCP2, BCL6B, RHEB, KLF3, ARSB, KCNJ15, STEAP4, PPARD, PXDN, ZCCHC24, ACVRL1, COPS5, PPARG, SOBP, FANCL, CYP39A1, NEURL1B, NOS2, COX17, ZFP423, ADAM10, VIL1, CYB5B, ZCCHC17, EFHC2, PRUNE, ADK, SGCE, ADAM19, PMPCB, MAP3K12, SLC39A14, ZFP418, ZFP710, LIMS2, ZFP715, SLC39A10, ZFP69, CETN3, CETN2, EDEM3, EDEM2, DCHS1, TPCN1, POLR2A, GNPTAB, PRKAA2, FYCO1, CAR2, ZFP53, ZFP52, ZFP51, NOS1, RBM20, ATP1A1, ITPR3, SNAI2, MSRB2, MAPK12, YAF2, FYN, FBLN2, FBLN5, CHN2, NLN, CALM2, COX5A, TTN, FAHD1, CISD1, GATA6, TIMM8B, POR, CLPX, NEBL, TNS3, ISCU, IGSF5, PLCE1, CAR8, SLC25A37, CAR4, DST, PRPS2, SLC38A3, MYL2, AGFG1, MYL3, WT1, FTH1, SLC30A1, B3GNT2, ENTPD1, ACY1, ZMYM4, BMX, MYLPF, KAT5, TET1, FOXP1, TRIM59, ITGA5, PRICKLE3, PRICKLE2, MYLK, AEBP1, HPRT, MLPH, PLCB4, ANG, ATP8B1, MT2, MT1, ZYX, NSF, PHC1, EGR1, PFKP, RUNX1T1, PFKM, LMBRD1, PRKCB, PRKD1, ACVR2A, PRKD2, ZADH2, MDM4, PRNP, GM13154, CYP51, CPM, ING2, XIAP, SPOCK2, PRND, NANOS1, C1S, TMEM37, ERCC5, RASGRP4, SLC39A8, PLCD1, PHF20L1, ENO1, ZC3H12C, SLC10A6, PAPLN, HBA-A1, HBA-A2, ZFP286, SULF1, SLC5A6, 2610305D13RIK, CYB5D2, ARAP3, ARAP2, ARAP1, ATP8A1
## 162 ENPP2, SPOCK2, PGLYRP1, FSTL1, POSTN, DCN, CD44, SERPINE2, ANG, APOE, CFH, PTN, FGF2, FN1, LPL, PRG4, FBN1, CCDC80, LRPAP1, BGN, EGFLAM, NAV2, LAYN, STAB1, HBEGF, TGFBR3
## 163 ENPP2, SPOCK2, PGLYRP1, FSTL1, POSTN, DCN, CD44, SERPINE2, ANG, APOE, CFH, PTN, FGF2, FN1, LPL, PRG4, FBN1, CCDC80, LRPAP1, BGN, EGFLAM, NAV2, LAYN, STAB1, HBEGF, TGFBR3
## 164 ATP5E, ATP1B2, ABCA8B, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, ATP13A5, ATP6V1A, ABCC9, ATP2B4, ABCB1A, ATP2C1, ABCB1B, ATP9A, ATP8B1, ABCC4, SEC61A1, ABCC5, SEC61G, ATP8A1, ABCC6
## 165 ATP5E, ATP1B2, ABCA8B, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, ATP13A5, ATP6V1A, ABCC9, ATP2B4, ABCB1A, ATP2C1, ABCB1B, ATP9A, ATP8B1, ABCC4, SEC61A1, ABCC5, SEC61G, ATP8A1, ABCC6
## 166 GDA, CDIPT, LTBP1, PTGS2, PTGS1, FSTL1, MYLIP, RORA, ITSN1, FAH, MAP3K5, CH25H, MAP3K8, AIF1L, DDAH1, ADAM9, CDH23, CYP1A1, RXRA, ZHX1, F8, COLEC11, CYP2E1, ADAMTS9, NME3, NAPEPLD, F5, UNC13C, ADAMTS5, KCNJ2, DIDO1, DAGLA, LPCAT1, PIR, ZDHHC9, CASZ1, FAHD2A, DHX58, GPD2, ASXL3, MGAT4A, PCDH10, TGFBR2, ATP11B, ATP11A, PCDH12, PCDH17, KCNJ8, TRPS1, TRAFD1, CACHD1, ZNFX1, CYP2J6, ATP10A, ATP10D, MMP25, SMAP1, GUCY1A2, ZFP354A, MICAL1, SLC22A5, ZFP354B, MBLAC2, ZDHHC2, AR, CAR14, MICAL2, PDE10A, MMP15, ZSWIM1, MYRIP, MAST2, GUCY1B3, EGFL8, NKD1, SORD, TBC1D9, FHL1, TRIM16, EEA1, NECAB3, TCEA3, PCDHB16, PKD2, PPP3CC, ACSL3, ACSL6, ACSL5, BRD1, TRIM28, FADS3, PHF10, NID1, TRIM24, PHYH, CABYR, CDH13, RPS6KA1, RPS6KA2, AOX1, LRP8, CP, NR5A2, MEGF6, STK38, LMO2, TNNC1, ATOX1, LMO7, ZXDB, CAR5A, ZIC1, IL17RD, ZIC3, LNX1, ZIC2, ASPA, RNF141, CYGB, LONRF3, ASPH, MB, RET, PDXK, NUDT4, NRD1, TECR, MIB1, RASGRF2, RFK, ATP9A, PDE5A, SLC40A1, XDH, EXTL3, ADHFE1, ADAMTSL2, BMPR2, CXXC4, KCNA5, TTYH3, TTYH2, OTUD7B, RNF168, FGD6, TEC, CACNA2D1, VAV3, ADAM23, EFEMP2, KCNB1, SMG1, MYL12B, S100B, EBF3, FREM2, ZIC5, RNF157, HIVEP1, ADAM22, ABL2, CACNA1A, KDM6A, CLSTN1, SC4MOL, HMOX2, TRIM2, TRIM3, RNF103, CAT, GM5595, IMPDH1, ZFP551, TRPM6, LIMK1, MBNL2, VAT1, PGM2L1, ARL3, 2700081O15RIK, LIMCH1, ERN1, PPM1L, PDE9A, CASQ2, GALNT1, ABLIM3, CABP1, EGLN3, ADH5, NR3C2, EGLN1, NR3C1, CDH2, CDKAL1, CDH5, DPF1, ADPRHL1, PRRG3, PRRG4, ADH1, KDM3A, EHD1, EHD2, RNF144A, RNF144B, WDFY2, ADARB1, SLC12A2, FBN1, CREB5, IDO1, TAB2, TAB3, ICK, ZFP677, RCN1, GCA, S100A6, ATP1B2, ADCY6, UTRN, PDLIM3, PDLIM1, TPD52, ZNRF3, BC026585, PLOD1, NT5C2, NGFRAP1, GGTA1, POLK, SCN2A1, ZFP827, PGM5, UHRF2, BAZ1A, ZFP462, ATP2C1, ACAP2, PRDM5, PRDM1, TGFB1I1, ENPP2, ENPP3, ASAP2, SFXN1, ZNRD1, MYO9B, RFFL, CHEK2, ASAP3, MACF1, IDH2, SLC31A1, CRIP1, ZBTB46, SCD2, BMP1, ZFP600, ZFP449, RYBP, S100A10, CSRP2, CSRP3, ATP13A5, CYP4B1, CBLB, PLA2G4A, ZFP442, RNF7, DCP2, BCL6B, RHEB, KLF3, ARSB, KCNJ15, STEAP4, PPARD, PXDN, ZCCHC24, ACVRL1, COPS5, PPARG, SOBP, FANCL, CYP39A1, NEURL1B, NOS2, COX17, ZFP423, ADAM10, VIL1, CYB5B, ZCCHC17, EFHC2, PRUNE, ADK, SGCE, ADAM19, PMPCB, MAP3K12, SLC39A14, ZFP418, ZFP710, LIMS2, ZFP715, SLC39A10, ZFP69, CETN3, CETN2, EDEM3, EDEM2, DCHS1, TPCN1, POLR2A, GNPTAB, PRKAA2, FYCO1, CAR2, ZFP53, ZFP52, ZFP51, NOS1, RBM20, ATP1A1, ITPR3, SNAI2, MSRB2, MAPK12, YAF2, FYN, FBLN2, FBLN5, CHN2, NLN, CALM2, COX5A, TTN, FAHD1, CISD1, GATA6, TIMM8B, POR, CLPX, NEBL, TNS3, ISCU, IGSF5, PLCE1, CAR8, SLC25A37, CAR4, DST, PRPS2, SLC38A3, MYL2, AGFG1, MYL3, WT1, FTH1, SLC30A1, B3GNT2, ENTPD1, ACY1, ZMYM4, BMX, MYLPF, KAT5, TET1, FOXP1, TRIM59, ITGA5, PRICKLE3, PRICKLE2, MYLK, AEBP1, HPRT, MLPH, PLCB4, ANG, MT2, ATP8B1, MT1, ZYX, NSF, PHC1, EGR1, PFKP, RUNX1T1, PFKM, LMBRD1, PRKCB, PRKD1, ACVR2A, PRKD2, ZADH2, MDM4, PRNP, GM13154, CYP51, CPM, ING2, XIAP, SPOCK2, PRND, NANOS1, C1S, TMEM37, ERCC5, RASGRP4, SLC39A8, PLCD1, PHF20L1, ENO1, ZC3H12C, SLC10A6, PAPLN, HBA-A1, HBA-A2, ZFP286, SULF1, SLC5A6, 2610305D13RIK, CYB5D2, ARAP3, ARAP2, ARAP1, ATP8A1
## 167 ADCY6, PRKG1, C230081A13RIK, KIF13A, MAP3K5, ATP2B4, RAB28, OASL2, ILK, MAP3K8, RAB24, RAPGEF3, MAGI1, MTPAP, MYH7, MYH6, NME5, GLUL, NME3, NAV1, ABCB1A, ABCB1B, ATP2C1, PDGFRA, MAPK9, MYO18A, CHKA, CLCN3, PFKFB3, UBA7, MYO9B, CHEK2, OAS2, EPHB4, EPHB1, ZAP70, DHX58, MAP2K1, TGFBR2, TAOK3, ATP11B, ATP11A, YTHDC2, ABCG3, ATP13A5, GNAT3, RPS6KL1, ABCG2, EPHA7, KCNJ8, RHEB, RAD54B, TNK1, GRK4, DHX40, GRK5, ACAD11, CLCN7, SRMS, STEAP4, ACVRL1, MYO7A, UBE2G1, ATP10A, GNL3L, ATP10D, MLH3, PMVK, RAB6B, SLC22A5, CHST15, NOS2, TARSL2, TOP2A, DHCR24, LYN, PDE10A, MAST2, ADK, GUCY1B3, ARL4C, MAP3K12, ARL4A, KIT, FMO4, GM8995, FMO1, PRKAA2, PAPSS1, PAPSS2, ACSL3, ACSL6, ACSL5, ETFA, ACTC1, NOS1, NPR1, ATP1A1, NPR2, KHK, ABCC9, GM6548, RPS6KA1, MAPK12, FYN, RPS6KA2, GSK3B, AOX1, ABCC4, ABCC5, DNM2, ABCC6, GNA13, STK33, STK38, TTN, PRKAR2B, ACSS1, MLKL, MX2, INSR, RET, PDXK, DARS, EFTUD2, CLPX, MAP4K3, MAP4K4, RFK, ATP9A, PDE5A, FLAD1, SMARCA2, PCCA, PRPS2, XDH, FGFR3, STK10, BMPR2, MAP4K2, TIMP4, CTPS2, RRAGB, ABCA5, PTK2, RHOBTB1, ENTPD1, TEC, NIN, EEF1A2, SACS, BMX, AK3, SMG1, ATAD2, DOCK7, MYO10, GVIN1, ULK1, THNSL1, GUK1, ABL2, MYLK, UBE2E1, CDK19, ACOX1, D2HGDH, SLFN9, PIP5K1B, SLFN8, SLFN5, FES, D8ERTD82E, WARS, SLK, PAK4, CCT8L1, CDK12, ATP8B1, PAK1, RHOD, NSF, KIF2A, SGK1, TRPM6, LIMK1, PFKP, PFKM, MCM3, DAPK2, DAPK1, PRKCB, ARL3, PRKD1, ACVR2A, ATP6V1A, PRKD2, HIPK3, ERN1, NRK, FRK, CAMK2G, SHPK, IGF1R, CHD7, HSPA2, KIF4, SYN2, CAMK2D, ETNK1, DMGDH, EHD1, EHD2, MSH6, GIMAP4, MSH3, ABCA8B, GIMAP8, ABCA8A, ICK, GSPT2, JAK1, APAF1, ATP8A1
## 168 DLC1, AGFG1, TBC1D9, ASAP2, ARHGAP18, MYO9B, ASAP3, IQGAP1, ARHGAP21, RGS12, SMAP1, ARHGAP20, TBC1D12, TBC1D14, TBC1D13, TBC1D4, TBC1D30, ARHGDIB, NF1, ARHGAP28, ARHGEF15, TBC1D22A, THY1, RALGAPA2, MURC, CHML, RGS4, RGS5, ACAP2, TSC2, CHN2, ARAP3, ARAP2, ARAP1
## 169 ENAH, CLCN3, SHROOM2, FUT8, CADM1, MYO7A, ZXDB, MTSS1L, PTTG1, CD2AP, LNX1, PICALM, WBP5, SOS1, SH3BGR, MICAL1, INSR, EHD2, ADAM9, ADAM10, LYN, BAIAP2L1, CCDC88C, BAIAP2, HCLS1, NDFIP1, USHBP1, LDB2, TACC2, CTR9, SH3BP5, IGSF5, TGFBR3, ADAM19
## 170 ATP5E, ATP1B2, ABCA8B, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, ATP13A5, ATP6V1A, ABCC9, ATP2B4, ABCB1A, ATP2C1, ABCB1B, ATP9A, ATP8B1, ABCC4, ABCC5, ATP8A1, ABCC6
## 171 ATP5E, ATP1B2, ABCA8B, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, ATP13A5, ATP6V1A, ABCC9, ATP2B4, ABCB1A, ATP2C1, ABCB1B, ATP9A, ATP8B1, ABCC4, ABCC5, ATP8A1, ABCC6
## 172 ATP5E, ATP1B2, ABCA8B, ATP10A, ATP11B, ATP11A, ATP1A1, ATP10D, ATP13A5, ATP6V1A, ABCC9, ATP2B4, ABCB1A, ATP2C1, ABCB1B, ATP9A, ATP8B1, ABCC4, ABCC5, ATP8A1, ABCC6
## 173 PPARD, PTGS2, PITPNA, PPARG, PTGS1, MCF2L, PICALM, APOD, TIAM1, APOE, SDPR, PITPNC1, GPIHBP1, AR, SH3PXD2A, RXRA, MFGE8, GLTP, PRKCB, THY1, PRKD1, PRKD2, CD36, APOL10B, UNC13C, EPN1, RBP7, RBP1, SNX5, NR3C2, PAQR7, EEA1, MYO9B, NR3C1, SNX3, CYTH3, ATP5G3, PAQR5, RASGRP4, PLTP, HIP1, LPL, VAV3, SNX25, ITPR3, DBI, AP2A2, FABP3, FABP4, CHN2, NR5A2, FABP5, PLEKHA2
## 174 FRK, NRP1, FGFR3, KIT, FES, C230081A13RIK, EPHB4, EPHB1, D8ERTD82E, IGF1R, CTTNBP2, PTK2, ILK, ZAP70, MLKL, INSR, TEC, RET, LYN, MAP2K1, LIMK1, BMX, EPHA7, FYN, PDGFRA, JAK1, TNK1, ABL2, MAP3K12, SRMS
## adj_pval
## 1 0.000002170
## 2 0.000010400
## 3 0.000007620
## 4 0.000119000
## 5 0.000720000
## 6 0.001171166
## 7 0.001218401
## 8 0.001260554
## 9 0.001494412
## 10 0.001353085
## 11 0.001270203
## 12 0.001270203
## 13 0.001252343
## 14 0.001203526
## 15 0.001913479
## 16 0.001913479
## 17 0.001866874
## 18 0.002050367
## 19 0.002729180
## 20 0.003188633
## 21 0.003275992
## 22 0.003148504
## 23 0.003110982
## 24 0.003110982
## 25 0.003126833
## 26 0.002998019
## 27 0.002993049
## 28 0.003576524
## 29 0.003579722
## 30 0.003570881
## 31 0.003738387
## 32 0.004086705
## 33 0.004159706
## 34 0.004546102
## 35 0.004579589
## 36 0.004681002
## 37 0.004965218
## 38 0.004932658
## 39 0.004932658
## 40 0.005273461
## 41 0.005136731
## 42 0.005811078
## 43 0.007240790
## 44 0.008341777
## 45 0.008873190
## 46 0.010267311
## 47 0.010650644
## 48 0.010706509
## 49 0.010758397
## 50 0.012946656
## 51 0.013669994
## 52 0.013674338
## 53 0.013674338
## 54 0.013790461
## 55 0.013826216
## 56 0.013640615
## 57 0.014560576
## 58 0.014981248
## 59 0.014730332
## 60 0.020607718
## 61 0.024083566
## 62 0.024891477
## 63 0.026243553
## 64 0.027914524
## 65 0.027739009
## 66 0.028550973
## 67 0.028654589
## 68 0.030607730
## 69 0.031100868
## 70 0.032207796
## 71 0.033163225
## 72 0.032848454
## 73 0.033088817
## 74 0.032959827
## 75 0.035558866
## 76 0.035602917
## 77 0.035188527
## 78 0.035270934
## 79 0.036714793
## 80 0.038129883
## 81 0.037637965
## 82 0.037637965
## 83 0.037786377
## 84 0.039489574
## 85 0.040686695
## 86 0.040902205
## 87 0.040790395
## 88 0.040790395
## 89 0.040580485
## 90 0.044161823
## 91 0.043976558
## 92 0.051671921
## 93 0.051350047
## 94 0.055390213
## 95 0.054935299
## 96 0.054521867
## 97 0.054511551
## 98 0.054511551
## 99 0.000318000
## 100 0.000789000
## 101 0.000756000
## 102 0.001517372
## 103 0.001695798
## 104 0.001502363
## 105 0.001745146
## 106 0.002262406
## 107 0.002181399
## 108 0.002094924
## 109 0.001995376
## 110 0.002285088
## 111 0.002342273
## 112 0.002762168
## 113 0.002661132
## 114 0.002964743
## 115 0.005295418
## 116 0.007069382
## 117 0.010478729
## 118 0.015748575
## 119 0.015072204
## 120 0.015545763
## 121 0.015545763
## 122 0.015392772
## 123 0.014825713
## 124 0.014911017
## 125 0.016585966
## 126 0.016335956
## 127 0.017098666
## 128 0.016765759
## 129 0.017116189
## 130 0.017983190
## 131 0.019155060
## 132 0.019243626
## 133 0.019243626
## 134 0.019614601
## 135 0.020506322
## 136 0.021291836
## 137 0.027808844
## 138 0.030911839
## 139 0.039114740
## 140 0.048308718
## 141 0.048967297
## 142 0.049704488
## 143 0.049922947
## 144 0.049826126
## 145 0.060813803
## 146 0.000048900
## 147 0.000024700
## 148 0.000129000
## 149 0.000112000
## 150 0.000764000
## 151 0.005091843
## 152 0.005093852
## 153 0.005215053
## 154 0.008146775
## 155 0.007788746
## 156 0.008627812
## 157 0.021966666
## 158 0.024783874
## 159 0.025467219
## 160 0.025200809
## 161 0.039857348
## 162 0.038320323
## 163 0.038320323
## 164 0.036665139
## 165 0.039612308
## 166 0.044065502
## 167 0.043093568
## 168 0.048187201
## 169 0.048187201
## 170 0.047878416
## 171 0.047878416
## 172 0.047878416
## 173 0.049284169
## 174 0.053181210
circ = circle_dat(EC$david, EC$genelist)
circ
## category ID
## 1 BP GO:0007507
## 2 BP GO:0007507
## 3 BP GO:0007507
## 4 BP GO:0007507
## 5 BP GO:0007507
## 6 BP GO:0007507
## 7 BP GO:0007507
## 8 BP GO:0007507
## 9 BP GO:0007507
## 10 BP GO:0007507
## 11 BP GO:0007507
## 12 BP GO:0007507
## 13 BP GO:0007507
## 14 BP GO:0007507
## 15 BP GO:0007507
## 16 BP GO:0007507
## 17 BP GO:0007507
## 18 BP GO:0007507
## 19 BP GO:0007507
## 20 BP GO:0007507
## 21 BP GO:0007507
## 22 BP GO:0007507
## 23 BP GO:0007507
## 24 BP GO:0007507
## 25 BP GO:0007507
## 26 BP GO:0007507
## 27 BP GO:0007507
## 28 BP GO:0007507
## 29 BP GO:0007507
## 30 BP GO:0007507
## 31 BP GO:0007507
## 32 BP GO:0007507
## 33 BP GO:0007507
## 34 BP GO:0007507
## 35 BP GO:0007507
## 36 BP GO:0007507
## 37 BP GO:0007507
## 38 BP GO:0007507
## 39 BP GO:0007507
## 40 BP GO:0007507
## 41 BP GO:0007507
## 42 BP GO:0007507
## 43 BP GO:0007507
## 44 BP GO:0007507
## 45 BP GO:0007507
## 46 BP GO:0007507
## 47 BP GO:0007507
## 48 BP GO:0007507
## 49 BP GO:0007507
## 50 BP GO:0007507
## 51 BP GO:0007507
## 52 BP GO:0007507
## 53 BP GO:0007507
## 54 BP GO:0007507
## 55 BP GO:0001944
## 56 BP GO:0001944
## 57 BP GO:0001944
## 58 BP GO:0001944
## 59 BP GO:0001944
## 60 BP GO:0001944
## 61 BP GO:0001944
## 62 BP GO:0001944
## 63 BP GO:0001944
## 64 BP GO:0001944
## 65 BP GO:0001944
## 66 BP GO:0001944
## 67 BP GO:0001944
## 68 BP GO:0001944
## 69 BP GO:0001944
## 70 BP GO:0001944
## 71 BP GO:0001944
## 72 BP GO:0001944
## 73 BP GO:0001944
## 74 BP GO:0001944
## 75 BP GO:0001944
## 76 BP GO:0001944
## 77 BP GO:0001944
## 78 BP GO:0001944
## 79 BP GO:0001944
## 80 BP GO:0001944
## 81 BP GO:0001944
## 82 BP GO:0001944
## 83 BP GO:0001944
## 84 BP GO:0001944
## 85 BP GO:0001944
## 86 BP GO:0001944
## 87 BP GO:0001944
## 88 BP GO:0001944
## 89 BP GO:0001944
## 90 BP GO:0001944
## 91 BP GO:0001944
## 92 BP GO:0001944
## 93 BP GO:0001944
## 94 BP GO:0001944
## 95 BP GO:0001944
## 96 BP GO:0001944
## 97 BP GO:0001944
## 98 BP GO:0001944
## 99 BP GO:0001944
## 100 BP GO:0001944
## 101 BP GO:0001944
## 102 BP GO:0001944
## 103 BP GO:0001944
## 104 BP GO:0001944
## 105 BP GO:0001944
## 106 BP GO:0001944
## 107 BP GO:0001944
## 108 BP GO:0001944
## 109 BP GO:0001944
## 110 BP GO:0001944
## 111 BP GO:0001568
## 112 BP GO:0001568
## 113 BP GO:0001568
## 114 BP GO:0001568
## 115 BP GO:0001568
## 116 BP GO:0001568
## 117 BP GO:0001568
## 118 BP GO:0001568
## 119 BP GO:0001568
## 120 BP GO:0001568
## 121 BP GO:0001568
## 122 BP GO:0001568
## 123 BP GO:0001568
## 124 BP GO:0001568
## 125 BP GO:0001568
## 126 BP GO:0001568
## 127 BP GO:0001568
## 128 BP GO:0001568
## 129 BP GO:0001568
## 130 BP GO:0001568
## 131 BP GO:0001568
## 132 BP GO:0001568
## 133 BP GO:0001568
## 134 BP GO:0001568
## 135 BP GO:0001568
## 136 BP GO:0001568
## 137 BP GO:0001568
## 138 BP GO:0001568
## 139 BP GO:0001568
## 140 BP GO:0001568
## 141 BP GO:0001568
## 142 BP GO:0001568
## 143 BP GO:0001568
## 144 BP GO:0001568
## 145 BP GO:0001568
## 146 BP GO:0001568
## 147 BP GO:0001568
## 148 BP GO:0001568
## 149 BP GO:0001568
## 150 BP GO:0001568
## 151 BP GO:0001568
## 152 BP GO:0001568
## 153 BP GO:0001568
## 154 BP GO:0001568
## 155 BP GO:0001568
## 156 BP GO:0001568
## 157 BP GO:0001568
## 158 BP GO:0001568
## 159 BP GO:0001568
## 160 BP GO:0001568
## 161 BP GO:0001568
## 162 BP GO:0001568
## 163 BP GO:0001568
## 164 BP GO:0001568
## 165 BP GO:0001568
## 166 BP GO:0048729
## 167 BP GO:0048729
## 168 BP GO:0048729
## 169 BP GO:0048729
## 170 BP GO:0048729
## 171 BP GO:0048729
## 172 BP GO:0048729
## 173 BP GO:0048729
## 174 BP GO:0048729
## 175 BP GO:0048729
## 176 BP GO:0048729
## 177 BP GO:0048729
## 178 BP GO:0048729
## 179 BP GO:0048729
## 180 BP GO:0048729
## 181 BP GO:0048729
## 182 BP GO:0048729
## 183 BP GO:0048729
## 184 BP GO:0048729
## 185 BP GO:0048729
## 186 BP GO:0048729
## 187 BP GO:0048729
## 188 BP GO:0048729
## 189 BP GO:0048729
## 190 BP GO:0048729
## 191 BP GO:0048729
## 192 BP GO:0048729
## 193 BP GO:0048729
## 194 BP GO:0048729
## 195 BP GO:0048729
## 196 BP GO:0048729
## 197 BP GO:0048729
## 198 BP GO:0048729
## 199 BP GO:0048729
## 200 BP GO:0048729
## 201 BP GO:0048729
## 202 BP GO:0048729
## 203 BP GO:0048729
## 204 BP GO:0048729
## 205 BP GO:0048729
## 206 BP GO:0048729
## 207 BP GO:0048729
## 208 BP GO:0048729
## 209 BP GO:0048729
## 210 BP GO:0048729
## 211 BP GO:0048729
## 212 BP GO:0048729
## 213 BP GO:0048729
## 214 BP GO:0048729
## 215 BP GO:0048729
## 216 BP GO:0048729
## 217 BP GO:0048514
## 218 BP GO:0048514
## 219 BP GO:0048514
## 220 BP GO:0048514
## 221 BP GO:0048514
## 222 BP GO:0048514
## 223 BP GO:0048514
## 224 BP GO:0048514
## 225 BP GO:0048514
## 226 BP GO:0048514
## 227 BP GO:0048514
## 228 BP GO:0048514
## 229 BP GO:0048514
## 230 BP GO:0048514
## 231 BP GO:0048514
## 232 BP GO:0048514
## 233 BP GO:0048514
## 234 BP GO:0048514
## 235 BP GO:0048514
## 236 BP GO:0048514
## 237 BP GO:0048514
## 238 BP GO:0048514
## 239 BP GO:0048514
## 240 BP GO:0048514
## 241 BP GO:0048514
## 242 BP GO:0048514
## 243 BP GO:0048514
## 244 BP GO:0048514
## 245 BP GO:0048514
## 246 BP GO:0048514
## 247 BP GO:0048514
## 248 BP GO:0048514
## 249 BP GO:0048514
## 250 BP GO:0048514
## 251 BP GO:0048514
## 252 BP GO:0048514
## 253 BP GO:0048514
## 254 BP GO:0048514
## 255 BP GO:0048514
## 256 BP GO:0048514
## 257 BP GO:0048514
## 258 BP GO:0048514
## 259 BP GO:0048514
## 260 BP GO:0051336
## 261 BP GO:0051336
## 262 BP GO:0051336
## 263 BP GO:0051336
## 264 BP GO:0051336
## 265 BP GO:0051336
## 266 BP GO:0051336
## 267 BP GO:0051336
## 268 BP GO:0051336
## 269 BP GO:0051336
## 270 BP GO:0051336
## 271 BP GO:0051336
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## 9610 MF GO:0005096
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## 9612 MF GO:0005096
## 9613 MF GO:0005096
## 9614 MF GO:0005096
## 9615 MF GO:0005096
## 9616 MF GO:0005096
## 9617 MF GO:0005096
## 9618 MF GO:0005096
## 9619 MF GO:0005096
## 9620 MF GO:0005096
## 9621 MF GO:0005096
## 9622 MF GO:0005096
## 9623 MF GO:0005096
## 9624 MF GO:0005096
## 9625 MF GO:0019904
## 9626 MF GO:0019904
## 9627 MF GO:0019904
## 9628 MF GO:0019904
## 9629 MF GO:0019904
## 9630 MF GO:0019904
## 9631 MF GO:0019904
## 9632 MF GO:0019904
## 9633 MF GO:0019904
## 9634 MF GO:0019904
## 9635 MF GO:0019904
## 9636 MF GO:0019904
## 9637 MF GO:0019904
## 9638 MF GO:0019904
## 9639 MF GO:0019904
## 9640 MF GO:0019904
## 9641 MF GO:0019904
## 9642 MF GO:0019904
## 9643 MF GO:0019904
## 9644 MF GO:0019904
## 9645 MF GO:0019904
## 9646 MF GO:0019904
## 9647 MF GO:0019904
## 9648 MF GO:0019904
## 9649 MF GO:0019904
## 9650 MF GO:0019904
## 9651 MF GO:0019904
## 9652 MF GO:0019904
## 9653 MF GO:0019904
## 9654 MF GO:0019904
## 9655 MF GO:0019904
## 9656 MF GO:0019904
## 9657 MF GO:0019904
## 9658 MF GO:0019904
## 9659 MF GO:0042626
## 9660 MF GO:0042626
## 9661 MF GO:0042626
## 9662 MF GO:0042626
## 9663 MF GO:0042626
## 9664 MF GO:0042626
## 9665 MF GO:0042626
## 9666 MF GO:0042626
## 9667 MF GO:0042626
## 9668 MF GO:0042626
## 9669 MF GO:0042626
## 9670 MF GO:0042626
## 9671 MF GO:0042626
## 9672 MF GO:0042626
## 9673 MF GO:0042626
## 9674 MF GO:0042626
## 9675 MF GO:0042626
## 9676 MF GO:0042626
## 9677 MF GO:0042626
## 9678 MF GO:0042626
## 9679 MF GO:0042626
## 9680 MF GO:0043492
## 9681 MF GO:0043492
## 9682 MF GO:0043492
## 9683 MF GO:0043492
## 9684 MF GO:0043492
## 9685 MF GO:0043492
## 9686 MF GO:0043492
## 9687 MF GO:0043492
## 9688 MF GO:0043492
## 9689 MF GO:0043492
## 9690 MF GO:0043492
## 9691 MF GO:0043492
## 9692 MF GO:0043492
## 9693 MF GO:0043492
## 9694 MF GO:0043492
## 9695 MF GO:0043492
## 9696 MF GO:0043492
## 9697 MF GO:0043492
## 9698 MF GO:0043492
## 9699 MF GO:0043492
## 9700 MF GO:0043492
## 9701 MF GO:0016820
## 9702 MF GO:0016820
## 9703 MF GO:0016820
## 9704 MF GO:0016820
## 9705 MF GO:0016820
## 9706 MF GO:0016820
## 9707 MF GO:0016820
## 9708 MF GO:0016820
## 9709 MF GO:0016820
## 9710 MF GO:0016820
## 9711 MF GO:0016820
## 9712 MF GO:0016820
## 9713 MF GO:0016820
## 9714 MF GO:0016820
## 9715 MF GO:0016820
## 9716 MF GO:0016820
## 9717 MF GO:0016820
## 9718 MF GO:0016820
## 9719 MF GO:0016820
## 9720 MF GO:0016820
## 9721 MF GO:0016820
## 9722 MF GO:0008289
## 9723 MF GO:0008289
## 9724 MF GO:0008289
## 9725 MF GO:0008289
## 9726 MF GO:0008289
## 9727 MF GO:0008289
## 9728 MF GO:0008289
## 9729 MF GO:0008289
## 9730 MF GO:0008289
## 9731 MF GO:0008289
## 9732 MF GO:0008289
## 9733 MF GO:0008289
## 9734 MF GO:0008289
## 9735 MF GO:0008289
## 9736 MF GO:0008289
## 9737 MF GO:0008289
## 9738 MF GO:0008289
## 9739 MF GO:0008289
## 9740 MF GO:0008289
## 9741 MF GO:0008289
## 9742 MF GO:0008289
## 9743 MF GO:0008289
## 9744 MF GO:0008289
## 9745 MF GO:0008289
## 9746 MF GO:0008289
## 9747 MF GO:0008289
## 9748 MF GO:0008289
## 9749 MF GO:0008289
## 9750 MF GO:0008289
## 9751 MF GO:0008289
## 9752 MF GO:0008289
## 9753 MF GO:0008289
## 9754 MF GO:0008289
## 9755 MF GO:0008289
## 9756 MF GO:0008289
## 9757 MF GO:0008289
## 9758 MF GO:0008289
## 9759 MF GO:0008289
## 9760 MF GO:0008289
## 9761 MF GO:0008289
## 9762 MF GO:0008289
## 9763 MF GO:0008289
## 9764 MF GO:0008289
## 9765 MF GO:0008289
## 9766 MF GO:0008289
## 9767 MF GO:0008289
## 9768 MF GO:0008289
## 9769 MF GO:0008289
## 9770 MF GO:0008289
## 9771 MF GO:0008289
## 9772 MF GO:0008289
## 9773 MF GO:0008289
## 9774 MF GO:0008289
## 9775 MF GO:0004713
## 9776 MF GO:0004713
## 9777 MF GO:0004713
## 9778 MF GO:0004713
## 9779 MF GO:0004713
## 9780 MF GO:0004713
## 9781 MF GO:0004713
## 9782 MF GO:0004713
## 9783 MF GO:0004713
## 9784 MF GO:0004713
## 9785 MF GO:0004713
## 9786 MF GO:0004713
## 9787 MF GO:0004713
## 9788 MF GO:0004713
## 9789 MF GO:0004713
## 9790 MF GO:0004713
## 9791 MF GO:0004713
## 9792 MF GO:0004713
## 9793 MF GO:0004713
## 9794 MF GO:0004713
## 9795 MF GO:0004713
## 9796 MF GO:0004713
## 9797 MF GO:0004713
## 9798 MF GO:0004713
## 9799 MF GO:0004713
## 9800 MF GO:0004713
## 9801 MF GO:0004713
## 9802 MF GO:0004713
## 9803 MF GO:0004713
## 9804 MF GO:0004713
## term
## 1 heart development
## 2 heart development
## 3 heart development
## 4 heart development
## 5 heart development
## 6 heart development
## 7 heart development
## 8 heart development
## 9 heart development
## 10 heart development
## 11 heart development
## 12 heart development
## 13 heart development
## 14 heart development
## 15 heart development
## 16 heart development
## 17 heart development
## 18 heart development
## 19 heart development
## 20 heart development
## 21 heart development
## 22 heart development
## 23 heart development
## 24 heart development
## 25 heart development
## 26 heart development
## 27 heart development
## 28 heart development
## 29 heart development
## 30 heart development
## 31 heart development
## 32 heart development
## 33 heart development
## 34 heart development
## 35 heart development
## 36 heart development
## 37 heart development
## 38 heart development
## 39 heart development
## 40 heart development
## 41 heart development
## 42 heart development
## 43 heart development
## 44 heart development
## 45 heart development
## 46 heart development
## 47 heart development
## 48 heart development
## 49 heart development
## 50 heart development
## 51 heart development
## 52 heart development
## 53 heart development
## 54 heart development
## 55 vasculature development
## 56 vasculature development
## 57 vasculature development
## 58 vasculature development
## 59 vasculature development
## 60 vasculature development
## 61 vasculature development
## 62 vasculature development
## 63 vasculature development
## 64 vasculature development
## 65 vasculature development
## 66 vasculature development
## 67 vasculature development
## 68 vasculature development
## 69 vasculature development
## 70 vasculature development
## 71 vasculature development
## 72 vasculature development
## 73 vasculature development
## 74 vasculature development
## 75 vasculature development
## 76 vasculature development
## 77 vasculature development
## 78 vasculature development
## 79 vasculature development
## 80 vasculature development
## 81 vasculature development
## 82 vasculature development
## 83 vasculature development
## 84 vasculature development
## 85 vasculature development
## 86 vasculature development
## 87 vasculature development
## 88 vasculature development
## 89 vasculature development
## 90 vasculature development
## 91 vasculature development
## 92 vasculature development
## 93 vasculature development
## 94 vasculature development
## 95 vasculature development
## 96 vasculature development
## 97 vasculature development
## 98 vasculature development
## 99 vasculature development
## 100 vasculature development
## 101 vasculature development
## 102 vasculature development
## 103 vasculature development
## 104 vasculature development
## 105 vasculature development
## 106 vasculature development
## 107 vasculature development
## 108 vasculature development
## 109 vasculature development
## 110 vasculature development
## 111 blood vessel development
## 112 blood vessel development
## 113 blood vessel development
## 114 blood vessel development
## 115 blood vessel development
## 116 blood vessel development
## 117 blood vessel development
## 118 blood vessel development
## 119 blood vessel development
## 120 blood vessel development
## 121 blood vessel development
## 122 blood vessel development
## 123 blood vessel development
## 124 blood vessel development
## 125 blood vessel development
## 126 blood vessel development
## 127 blood vessel development
## 128 blood vessel development
## 129 blood vessel development
## 130 blood vessel development
## 131 blood vessel development
## 132 blood vessel development
## 133 blood vessel development
## 134 blood vessel development
## 135 blood vessel development
## 136 blood vessel development
## 137 blood vessel development
## 138 blood vessel development
## 139 blood vessel development
## 140 blood vessel development
## 141 blood vessel development
## 142 blood vessel development
## 143 blood vessel development
## 144 blood vessel development
## 145 blood vessel development
## 146 blood vessel development
## 147 blood vessel development
## 148 blood vessel development
## 149 blood vessel development
## 150 blood vessel development
## 151 blood vessel development
## 152 blood vessel development
## 153 blood vessel development
## 154 blood vessel development
## 155 blood vessel development
## 156 blood vessel development
## 157 blood vessel development
## 158 blood vessel development
## 159 blood vessel development
## 160 blood vessel development
## 161 blood vessel development
## 162 blood vessel development
## 163 blood vessel development
## 164 blood vessel development
## 165 blood vessel development
## 166 tissue morphogenesis
## 167 tissue morphogenesis
## 168 tissue morphogenesis
## 169 tissue morphogenesis
## 170 tissue morphogenesis
## 171 tissue morphogenesis
## 172 tissue morphogenesis
## 173 tissue morphogenesis
## 174 tissue morphogenesis
## 175 tissue morphogenesis
## 176 tissue morphogenesis
## 177 tissue morphogenesis
## 178 tissue morphogenesis
## 179 tissue morphogenesis
## 180 tissue morphogenesis
## 181 tissue morphogenesis
## 182 tissue morphogenesis
## 183 tissue morphogenesis
## 184 tissue morphogenesis
## 185 tissue morphogenesis
## 186 tissue morphogenesis
## 187 tissue morphogenesis
## 188 tissue morphogenesis
## 189 tissue morphogenesis
## 190 tissue morphogenesis
## 191 tissue morphogenesis
## 192 tissue morphogenesis
## 193 tissue morphogenesis
## 194 tissue morphogenesis
## 195 tissue morphogenesis
## 196 tissue morphogenesis
## 197 tissue morphogenesis
## 198 tissue morphogenesis
## 199 tissue morphogenesis
## 200 tissue morphogenesis
## 201 tissue morphogenesis
## 202 tissue morphogenesis
## 203 tissue morphogenesis
## 204 tissue morphogenesis
## 205 tissue morphogenesis
## 206 tissue morphogenesis
## 207 tissue morphogenesis
## 208 tissue morphogenesis
## 209 tissue morphogenesis
## 210 tissue morphogenesis
## 211 tissue morphogenesis
## 212 tissue morphogenesis
## 213 tissue morphogenesis
## 214 tissue morphogenesis
## 215 tissue morphogenesis
## 216 tissue morphogenesis
## 217 blood vessel morphogenesis
## 218 blood vessel morphogenesis
## 219 blood vessel morphogenesis
## 220 blood vessel morphogenesis
## 221 blood vessel morphogenesis
## 222 blood vessel morphogenesis
## 223 blood vessel morphogenesis
## 224 blood vessel morphogenesis
## 225 blood vessel morphogenesis
## 226 blood vessel morphogenesis
## 227 blood vessel morphogenesis
## 228 blood vessel morphogenesis
## 229 blood vessel morphogenesis
## 230 blood vessel morphogenesis
## 231 blood vessel morphogenesis
## 232 blood vessel morphogenesis
## 233 blood vessel morphogenesis
## 234 blood vessel morphogenesis
## 235 blood vessel morphogenesis
## 236 blood vessel morphogenesis
## 237 blood vessel morphogenesis
## 238 blood vessel morphogenesis
## 239 blood vessel morphogenesis
## 240 blood vessel morphogenesis
## 241 blood vessel morphogenesis
## 242 blood vessel morphogenesis
## 243 blood vessel morphogenesis
## 244 blood vessel morphogenesis
## 245 blood vessel morphogenesis
## 246 blood vessel morphogenesis
## 247 blood vessel morphogenesis
## 248 blood vessel morphogenesis
## 249 blood vessel morphogenesis
## 250 blood vessel morphogenesis
## 251 blood vessel morphogenesis
## 252 blood vessel morphogenesis
## 253 blood vessel morphogenesis
## 254 blood vessel morphogenesis
## 255 blood vessel morphogenesis
## 256 blood vessel morphogenesis
## 257 blood vessel morphogenesis
## 258 blood vessel morphogenesis
## 259 blood vessel morphogenesis
## 260 regulation of hydrolase activity
## 261 regulation of hydrolase activity
## 262 regulation of hydrolase activity
## 263 regulation of hydrolase activity
## 264 regulation of hydrolase activity
## 265 regulation of hydrolase activity
## 266 regulation of hydrolase activity
## 267 regulation of hydrolase activity
## 268 regulation of hydrolase activity
## 269 regulation of hydrolase activity
## 270 regulation of hydrolase activity
## 271 regulation of hydrolase activity
## 272 regulation of hydrolase activity
## 273 regulation of hydrolase activity
## 274 regulation of hydrolase activity
## 275 regulation of hydrolase activity
## 276 regulation of hydrolase activity
## 277 regulation of hydrolase activity
## 278 regulation of hydrolase activity
## 279 regulation of hydrolase activity
## 280 regulation of hydrolase activity
## 281 regulation of hydrolase activity
## 282 regulation of hydrolase activity
## 283 regulation of hydrolase activity
## 284 regulation of hydrolase activity
## 285 regulation of hydrolase activity
## 286 regulation of hydrolase activity
## 287 regulation of hydrolase activity
## 288 regulation of hydrolase activity
## 289 regulation of hydrolase activity
## 290 regulation of hydrolase activity
## 291 regulation of hydrolase activity
## 292 regulation of hydrolase activity
## 293 regulation of hydrolase activity
## 294 regulation of hydrolase activity
## 295 regulation of hydrolase activity
## 296 regulation of hydrolase activity
## 297 regulation of hydrolase activity
## 298 regulation of hydrolase activity
## 299 regulation of hydrolase activity
## 300 regulation of hydrolase activity
## 301 regulation of hydrolase activity
## 302 regulation of phosphorylation
## 303 regulation of phosphorylation
## 304 regulation of phosphorylation
## 305 regulation of phosphorylation
## 306 regulation of phosphorylation
## 307 regulation of phosphorylation
## 308 regulation of phosphorylation
## 309 regulation of phosphorylation
## 310 regulation of phosphorylation
## 311 regulation of phosphorylation
## 312 regulation of phosphorylation
## 313 regulation of phosphorylation
## 314 regulation of phosphorylation
## 315 regulation of phosphorylation
## 316 regulation of phosphorylation
## 317 regulation of phosphorylation
## 318 regulation of phosphorylation
## 319 regulation of phosphorylation
## 320 regulation of phosphorylation
## 321 regulation of phosphorylation
## 322 regulation of phosphorylation
## 323 regulation of phosphorylation
## 324 regulation of phosphorylation
## 325 regulation of phosphorylation
## 326 regulation of phosphorylation
## 327 regulation of phosphorylation
## 328 regulation of phosphorylation
## 329 regulation of phosphorylation
## 330 regulation of phosphorylation
## 331 regulation of phosphorylation
## 332 regulation of phosphorylation
## 333 regulation of phosphorylation
## 334 regulation of phosphorylation
## 335 regulation of phosphorylation
## 336 regulation of phosphorylation
## 337 regulation of phosphorylation
## 338 regulation of phosphorylation
## 339 regulation of phosphorylation
## 340 regulation of phosphorylation
## 341 regulation of phosphorylation
## 342 regulation of phosphorylation
## 343 regulation of phosphorylation
## 344 regulation of phosphorylation
## 345 regulation of phosphorylation
## 346 regulation of phosphorylation
## 347 regulation of phosphorylation
## 348 regulation of phosphorylation
## 349 regulation of phosphorylation
## 350 regulation of phosphorylation
## 351 regulation of phosphorylation
## 352 regulation of phosphorylation
## 353 regulation of phosphorylation
## 354 regulation of phosphorylation
## 355 regulation of phosphorylation
## 356 regulation of phosphorylation
## 357 phosphorylation
## 358 phosphorylation
## 359 phosphorylation
## 360 phosphorylation
## 361 phosphorylation
## 362 phosphorylation
## 363 phosphorylation
## 364 phosphorylation
## 365 phosphorylation
## 366 phosphorylation
## 367 phosphorylation
## 368 phosphorylation
## 369 phosphorylation
## 370 phosphorylation
## 371 phosphorylation
## 372 phosphorylation
## 373 phosphorylation
## 374 phosphorylation
## 375 phosphorylation
## 376 phosphorylation
## 377 phosphorylation
## 378 phosphorylation
## 379 phosphorylation
## 380 phosphorylation
## 381 phosphorylation
## 382 phosphorylation
## 383 phosphorylation
## 384 phosphorylation
## 385 phosphorylation
## 386 phosphorylation
## 387 phosphorylation
## 388 phosphorylation
## 389 phosphorylation
## 390 phosphorylation
## 391 phosphorylation
## 392 phosphorylation
## 393 phosphorylation
## 394 phosphorylation
## 395 phosphorylation
## 396 phosphorylation
## 397 phosphorylation
## 398 phosphorylation
## 399 phosphorylation
## 400 phosphorylation
## 401 phosphorylation
## 402 phosphorylation
## 403 phosphorylation
## 404 phosphorylation
## 405 phosphorylation
## 406 phosphorylation
## 407 phosphorylation
## 408 phosphorylation
## 409 phosphorylation
## 410 phosphorylation
## 411 phosphorylation
## 412 phosphorylation
## 413 phosphorylation
## 414 phosphorylation
## 415 phosphorylation
## 416 phosphorylation
## 417 phosphorylation
## 418 phosphorylation
## 419 phosphorylation
## 420 phosphorylation
## 421 phosphorylation
## 422 phosphorylation
## 423 phosphorylation
## 424 phosphorylation
## 425 phosphorylation
## 426 phosphorylation
## 427 phosphorylation
## 428 phosphorylation
## 429 phosphorylation
## 430 phosphorylation
## 431 phosphorylation
## 432 phosphorylation
## 433 phosphorylation
## 434 phosphorylation
## 435 phosphorylation
## 436 phosphorylation
## 437 phosphorylation
## 438 phosphorylation
## 439 phosphorylation
## 440 phosphorylation
## 441 phosphorylation
## 442 phosphorylation
## 443 phosphorylation
## 444 phosphorylation
## 445 phosphorylation
## 446 phosphorylation
## 447 phosphorylation
## 448 phosphorylation
## 449 phosphorylation
## 450 phosphorylation
## 451 phosphorylation
## 452 phosphorylation
## 453 phosphorylation
## 454 phosphorylation
## 455 phosphorylation
## 456 phosphorylation
## 457 phosphorylation
## 458 phosphorylation
## 459 phosphorylation
## 460 phosphorylation
## 461 phosphorylation
## 462 phosphorylation
## 463 phosphorylation
## 464 phosphorylation
## 465 phosphorylation
## 466 protein amino acid phosphorylation
## 467 protein amino acid phosphorylation
## 468 protein amino acid phosphorylation
## 469 protein amino acid phosphorylation
## 470 protein amino acid phosphorylation
## 471 protein amino acid phosphorylation
## 472 protein amino acid phosphorylation
## 473 protein amino acid phosphorylation
## 474 protein amino acid phosphorylation
## 475 protein amino acid phosphorylation
## 476 protein amino acid phosphorylation
## 477 protein amino acid phosphorylation
## 478 protein amino acid phosphorylation
## 479 protein amino acid phosphorylation
## 480 protein amino acid phosphorylation
## 481 protein amino acid phosphorylation
## 482 protein amino acid phosphorylation
## 483 protein amino acid phosphorylation
## 484 protein amino acid phosphorylation
## 485 protein amino acid phosphorylation
## 486 protein amino acid phosphorylation
## 487 protein amino acid phosphorylation
## 488 protein amino acid phosphorylation
## 489 protein amino acid phosphorylation
## 490 protein amino acid phosphorylation
## 491 protein amino acid phosphorylation
## 492 protein amino acid phosphorylation
## 493 protein amino acid phosphorylation
## 494 protein amino acid phosphorylation
## 495 protein amino acid phosphorylation
## 496 protein amino acid phosphorylation
## 497 protein amino acid phosphorylation
## 498 protein amino acid phosphorylation
## 499 protein amino acid phosphorylation
## 500 protein amino acid phosphorylation
## 501 protein amino acid phosphorylation
## 502 protein amino acid phosphorylation
## 503 protein amino acid phosphorylation
## 504 protein amino acid phosphorylation
## 505 protein amino acid phosphorylation
## 506 protein amino acid phosphorylation
## 507 protein amino acid phosphorylation
## 508 protein amino acid phosphorylation
## 509 protein amino acid phosphorylation
## 510 protein amino acid phosphorylation
## 511 protein amino acid phosphorylation
## 512 protein amino acid phosphorylation
## 513 protein amino acid phosphorylation
## 514 protein amino acid phosphorylation
## 515 protein amino acid phosphorylation
## 516 protein amino acid phosphorylation
## 517 protein amino acid phosphorylation
## 518 protein amino acid phosphorylation
## 519 protein amino acid phosphorylation
## 520 protein amino acid phosphorylation
## 521 protein amino acid phosphorylation
## 522 protein amino acid phosphorylation
## 523 protein amino acid phosphorylation
## 524 protein amino acid phosphorylation
## 525 protein amino acid phosphorylation
## 526 protein amino acid phosphorylation
## 527 protein amino acid phosphorylation
## 528 protein amino acid phosphorylation
## 529 protein amino acid phosphorylation
## 530 protein amino acid phosphorylation
## 531 protein amino acid phosphorylation
## 532 protein amino acid phosphorylation
## 533 protein amino acid phosphorylation
## 534 protein amino acid phosphorylation
## 535 protein amino acid phosphorylation
## 536 protein amino acid phosphorylation
## 537 protein amino acid phosphorylation
## 538 protein amino acid phosphorylation
## 539 protein amino acid phosphorylation
## 540 protein amino acid phosphorylation
## 541 protein amino acid phosphorylation
## 542 protein amino acid phosphorylation
## 543 protein amino acid phosphorylation
## 544 protein amino acid phosphorylation
## 545 protein amino acid phosphorylation
## 546 protein amino acid phosphorylation
## 547 protein amino acid phosphorylation
## 548 protein amino acid phosphorylation
## 549 protein amino acid phosphorylation
## 550 protein amino acid phosphorylation
## 551 protein amino acid phosphorylation
## 552 protein amino acid phosphorylation
## 553 protein amino acid phosphorylation
## 554 protein amino acid phosphorylation
## 555 protein amino acid phosphorylation
## 556 protein amino acid phosphorylation
## 557 protein amino acid phosphorylation
## 558 protein amino acid phosphorylation
## 559 protein amino acid phosphorylation
## 560 protein amino acid phosphorylation
## 561 protein amino acid phosphorylation
## 562 protein amino acid phosphorylation
## 563 protein amino acid phosphorylation
## 564 protein amino acid phosphorylation
## 565 purine nucleotide metabolic process
## 566 purine nucleotide metabolic process
## 567 purine nucleotide metabolic process
## 568 purine nucleotide metabolic process
## 569 purine nucleotide metabolic process
## 570 purine nucleotide metabolic process
## 571 purine nucleotide metabolic process
## 572 purine nucleotide metabolic process
## 573 purine nucleotide metabolic process
## 574 purine nucleotide metabolic process
## 575 purine nucleotide metabolic process
## 576 purine nucleotide metabolic process
## 577 purine nucleotide metabolic process
## 578 purine nucleotide metabolic process
## 579 purine nucleotide metabolic process
## 580 purine nucleotide metabolic process
## 581 purine nucleotide metabolic process
## 582 purine nucleotide metabolic process
## 583 purine nucleotide metabolic process
## 584 purine nucleotide metabolic process
## 585 purine nucleotide metabolic process
## 586 purine nucleotide metabolic process
## 587 purine nucleotide metabolic process
## 588 purine nucleotide metabolic process
## 589 purine nucleotide metabolic process
## 590 purine nucleotide metabolic process
## 591 purine nucleotide metabolic process
## 592 purine nucleotide metabolic process
## 593 purine nucleotide metabolic process
## 594 purine nucleotide metabolic process
## 595 purine nucleotide metabolic process
## 596 purine nucleotide metabolic process
## 597 purine nucleotide metabolic process
## 598 purine nucleotide metabolic process
## 599 purine nucleotide metabolic process
## 600 purine nucleotide metabolic process
## 601 phosphorus metabolic process
## 602 phosphorus metabolic process
## 603 phosphorus metabolic process
## 604 phosphorus metabolic process
## 605 phosphorus metabolic process
## 606 phosphorus metabolic process
## 607 phosphorus metabolic process
## 608 phosphorus metabolic process
## 609 phosphorus metabolic process
## 610 phosphorus metabolic process
## 611 phosphorus metabolic process
## 612 phosphorus metabolic process
## 613 phosphorus metabolic process
## 614 phosphorus metabolic process
## 615 phosphorus metabolic process
## 616 phosphorus metabolic process
## 617 phosphorus metabolic process
## 618 phosphorus metabolic process
## 619 phosphorus metabolic process
## 620 phosphorus metabolic process
## 621 phosphorus metabolic process
## 622 phosphorus metabolic process
## 623 phosphorus metabolic process
## 624 phosphorus metabolic process
## 625 phosphorus metabolic process
## 626 phosphorus metabolic process
## 627 phosphorus metabolic process
## 628 phosphorus metabolic process
## 629 phosphorus metabolic process
## 630 phosphorus metabolic process
## 631 phosphorus metabolic process
## 632 phosphorus metabolic process
## 633 phosphorus metabolic process
## 634 phosphorus metabolic process
## 635 phosphorus metabolic process
## 636 phosphorus metabolic process
## 637 phosphorus metabolic process
## 638 phosphorus metabolic process
## 639 phosphorus metabolic process
## 640 phosphorus metabolic process
## 641 phosphorus metabolic process
## 642 phosphorus metabolic process
## 643 phosphorus metabolic process
## 644 phosphorus metabolic process
## 645 phosphorus metabolic process
## 646 phosphorus metabolic process
## 647 phosphorus metabolic process
## 648 phosphorus metabolic process
## 649 phosphorus metabolic process
## 650 phosphorus metabolic process
## 651 phosphorus metabolic process
## 652 phosphorus metabolic process
## 653 phosphorus metabolic process
## 654 phosphorus metabolic process
## 655 phosphorus metabolic process
## 656 phosphorus metabolic process
## 657 phosphorus metabolic process
## 658 phosphorus metabolic process
## 659 phosphorus metabolic process
## 660 phosphorus metabolic process
## 661 phosphorus metabolic process
## 662 phosphorus metabolic process
## 663 phosphorus metabolic process
## 664 phosphorus metabolic process
## 665 phosphorus metabolic process
## 666 phosphorus metabolic process
## 667 phosphorus metabolic process
## 668 phosphorus metabolic process
## 669 phosphorus metabolic process
## 670 phosphorus metabolic process
## 671 phosphorus metabolic process
## 672 phosphorus metabolic process
## 673 phosphorus metabolic process
## 674 phosphorus metabolic process
## 675 phosphorus metabolic process
## 676 phosphorus metabolic process
## 677 phosphorus metabolic process
## 678 phosphorus metabolic process
## 679 phosphorus metabolic process
## 680 phosphorus metabolic process
## 681 phosphorus metabolic process
## 682 phosphorus metabolic process
## 683 phosphorus metabolic process
## 684 phosphorus metabolic process
## 685 phosphorus metabolic process
## 686 phosphorus metabolic process
## 687 phosphorus metabolic process
## 688 phosphorus metabolic process
## 689 phosphorus metabolic process
## 690 phosphorus metabolic process
## 691 phosphorus metabolic process
## 692 phosphorus metabolic process
## 693 phosphorus metabolic process
## 694 phosphorus metabolic process
## 695 phosphorus metabolic process
## 696 phosphorus metabolic process
## 697 phosphorus metabolic process
## 698 phosphorus metabolic process
## 699 phosphorus metabolic process
## 700 phosphorus metabolic process
## 701 phosphorus metabolic process
## 702 phosphorus metabolic process
## 703 phosphorus metabolic process
## 704 phosphorus metabolic process
## 705 phosphorus metabolic process
## 706 phosphorus metabolic process
## 707 phosphorus metabolic process
## 708 phosphorus metabolic process
## 709 phosphorus metabolic process
## 710 phosphorus metabolic process
## 711 phosphorus metabolic process
## 712 phosphorus metabolic process
## 713 phosphorus metabolic process
## 714 phosphorus metabolic process
## 715 phosphorus metabolic process
## 716 phosphorus metabolic process
## 717 phosphorus metabolic process
## 718 phosphorus metabolic process
## 719 phosphorus metabolic process
## 720 phosphorus metabolic process
## 721 phosphorus metabolic process
## 722 phosphorus metabolic process
## 723 phosphorus metabolic process
## 724 phosphorus metabolic process
## 725 phosphorus metabolic process
## 726 phosphorus metabolic process
## 727 phosphate metabolic process
## 728 phosphate metabolic process
## 729 phosphate metabolic process
## 730 phosphate metabolic process
## 731 phosphate metabolic process
## 732 phosphate metabolic process
## 733 phosphate metabolic process
## 734 phosphate metabolic process
## 735 phosphate metabolic process
## 736 phosphate metabolic process
## 737 phosphate metabolic process
## 738 phosphate metabolic process
## 739 phosphate metabolic process
## 740 phosphate metabolic process
## 741 phosphate metabolic process
## 742 phosphate metabolic process
## 743 phosphate metabolic process
## 744 phosphate metabolic process
## 745 phosphate metabolic process
## 746 phosphate metabolic process
## 747 phosphate metabolic process
## 748 phosphate metabolic process
## 749 phosphate metabolic process
## 750 phosphate metabolic process
## 751 phosphate metabolic process
## 752 phosphate metabolic process
## 753 phosphate metabolic process
## 754 phosphate metabolic process
## 755 phosphate metabolic process
## 756 phosphate metabolic process
## 757 phosphate metabolic process
## 758 phosphate metabolic process
## 759 phosphate metabolic process
## 760 phosphate metabolic process
## 761 phosphate metabolic process
## 762 phosphate metabolic process
## 763 phosphate metabolic process
## 764 phosphate metabolic process
## 765 phosphate metabolic process
## 766 phosphate metabolic process
## 767 phosphate metabolic process
## 768 phosphate metabolic process
## 769 phosphate metabolic process
## 770 phosphate metabolic process
## 771 phosphate metabolic process
## 772 phosphate metabolic process
## 773 phosphate metabolic process
## 774 phosphate metabolic process
## 775 phosphate metabolic process
## 776 phosphate metabolic process
## 777 phosphate metabolic process
## 778 phosphate metabolic process
## 779 phosphate metabolic process
## 780 phosphate metabolic process
## 781 phosphate metabolic process
## 782 phosphate metabolic process
## 783 phosphate metabolic process
## 784 phosphate metabolic process
## 785 phosphate metabolic process
## 786 phosphate metabolic process
## 787 phosphate metabolic process
## 788 phosphate metabolic process
## 789 phosphate metabolic process
## 790 phosphate metabolic process
## 791 phosphate metabolic process
## 792 phosphate metabolic process
## 793 phosphate metabolic process
## 794 phosphate metabolic process
## 795 phosphate metabolic process
## 796 phosphate metabolic process
## 797 phosphate metabolic process
## 798 phosphate metabolic process
## 799 phosphate metabolic process
## 800 phosphate metabolic process
## 801 phosphate metabolic process
## 802 phosphate metabolic process
## 803 phosphate metabolic process
## 804 phosphate metabolic process
## 805 phosphate metabolic process
## 806 phosphate metabolic process
## 807 phosphate metabolic process
## 808 phosphate metabolic process
## 809 phosphate metabolic process
## 810 phosphate metabolic process
## 811 phosphate metabolic process
## 812 phosphate metabolic process
## 813 phosphate metabolic process
## 814 phosphate metabolic process
## 815 phosphate metabolic process
## 816 phosphate metabolic process
## 817 phosphate metabolic process
## 818 phosphate metabolic process
## 819 phosphate metabolic process
## 820 phosphate metabolic process
## 821 phosphate metabolic process
## 822 phosphate metabolic process
## 823 phosphate metabolic process
## 824 phosphate metabolic process
## 825 phosphate metabolic process
## 826 phosphate metabolic process
## 827 phosphate metabolic process
## 828 phosphate metabolic process
## 829 phosphate metabolic process
## 830 phosphate metabolic process
## 831 phosphate metabolic process
## 832 phosphate metabolic process
## 833 phosphate metabolic process
## 834 phosphate metabolic process
## 835 phosphate metabolic process
## 836 phosphate metabolic process
## 837 phosphate metabolic process
## 838 phosphate metabolic process
## 839 phosphate metabolic process
## 840 phosphate metabolic process
## 841 phosphate metabolic process
## 842 phosphate metabolic process
## 843 phosphate metabolic process
## 844 phosphate metabolic process
## 845 phosphate metabolic process
## 846 phosphate metabolic process
## 847 phosphate metabolic process
## 848 phosphate metabolic process
## 849 phosphate metabolic process
## 850 phosphate metabolic process
## 851 phosphate metabolic process
## 852 phosphate metabolic process
## 853 regulation of Ras protein signal transduction
## 854 regulation of Ras protein signal transduction
## 855 regulation of Ras protein signal transduction
## 856 regulation of Ras protein signal transduction
## 857 regulation of Ras protein signal transduction
## 858 regulation of Ras protein signal transduction
## 859 regulation of Ras protein signal transduction
## 860 regulation of Ras protein signal transduction
## 861 regulation of Ras protein signal transduction
## 862 regulation of Ras protein signal transduction
## 863 regulation of Ras protein signal transduction
## 864 regulation of Ras protein signal transduction
## 865 regulation of Ras protein signal transduction
## 866 regulation of Ras protein signal transduction
## 867 regulation of Ras protein signal transduction
## 868 regulation of Ras protein signal transduction
## 869 regulation of Ras protein signal transduction
## 870 regulation of Ras protein signal transduction
## 871 regulation of Ras protein signal transduction
## 872 regulation of Ras protein signal transduction
## 873 regulation of Ras protein signal transduction
## 874 regulation of Ras protein signal transduction
## 875 regulation of Ras protein signal transduction
## 876 regulation of Ras protein signal transduction
## 877 regulation of Ras protein signal transduction
## 878 regulation of Ras protein signal transduction
## 879 regulation of Ras protein signal transduction
## 880 regulation of Ras protein signal transduction
## 881 regulation of Ras protein signal transduction
## 882 regulation of Ras protein signal transduction
## 883 regulation of Ras protein signal transduction
## 884 regulation of Ras protein signal transduction
## 885 regulation of Ras protein signal transduction
## 886 regulation of Ras protein signal transduction
## 887 regulation of Ras protein signal transduction
## 888 regulation of Ras protein signal transduction
## 889 regulation of Ras protein signal transduction
## 890 regulation of Ras protein signal transduction
## 891 regulation of Ras protein signal transduction
## 892 cardiac muscle tissue development
## 893 cardiac muscle tissue development
## 894 cardiac muscle tissue development
## 895 cardiac muscle tissue development
## 896 cardiac muscle tissue development
## 897 cardiac muscle tissue development
## 898 cardiac muscle tissue development
## 899 cardiac muscle tissue development
## 900 cardiac muscle tissue development
## 901 cardiac muscle tissue development
## 902 cardiac muscle tissue development
## 903 cardiac muscle tissue development
## 904 cardiac muscle tissue development
## 905 cardiac muscle tissue development
## 906 cardiac muscle tissue development
## 907 cardiac muscle tissue development
## 908 cardiac muscle tissue development
## 909 cardiac muscle tissue development
## 910 cardiac muscle tissue development
## 911 regulation of phosphate metabolic process
## 912 regulation of phosphate metabolic process
## 913 regulation of phosphate metabolic process
## 914 regulation of phosphate metabolic process
## 915 regulation of phosphate metabolic process
## 916 regulation of phosphate metabolic process
## 917 regulation of phosphate metabolic process
## 918 regulation of phosphate metabolic process
## 919 regulation of phosphate metabolic process
## 920 regulation of phosphate metabolic process
## 921 regulation of phosphate metabolic process
## 922 regulation of phosphate metabolic process
## 923 regulation of phosphate metabolic process
## 924 regulation of phosphate metabolic process
## 925 regulation of phosphate metabolic process
## 926 regulation of phosphate metabolic process
## 927 regulation of phosphate metabolic process
## 928 regulation of phosphate metabolic process
## 929 regulation of phosphate metabolic process
## 930 regulation of phosphate metabolic process
## 931 regulation of phosphate metabolic process
## 932 regulation of phosphate metabolic process
## 933 regulation of phosphate metabolic process
## 934 regulation of phosphate metabolic process
## 935 regulation of phosphate metabolic process
## 936 regulation of phosphate metabolic process
## 937 regulation of phosphate metabolic process
## 938 regulation of phosphate metabolic process
## 939 regulation of phosphate metabolic process
## 940 regulation of phosphate metabolic process
## 941 regulation of phosphate metabolic process
## 942 regulation of phosphate metabolic process
## 943 regulation of phosphate metabolic process
## 944 regulation of phosphate metabolic process
## 945 regulation of phosphate metabolic process
## 946 regulation of phosphate metabolic process
## 947 regulation of phosphate metabolic process
## 948 regulation of phosphate metabolic process
## 949 regulation of phosphate metabolic process
## 950 regulation of phosphate metabolic process
## 951 regulation of phosphate metabolic process
## 952 regulation of phosphate metabolic process
## 953 regulation of phosphate metabolic process
## 954 regulation of phosphate metabolic process
## 955 regulation of phosphate metabolic process
## 956 regulation of phosphate metabolic process
## 957 regulation of phosphate metabolic process
## 958 regulation of phosphate metabolic process
## 959 regulation of phosphate metabolic process
## 960 regulation of phosphate metabolic process
## 961 regulation of phosphate metabolic process
## 962 regulation of phosphate metabolic process
## 963 regulation of phosphate metabolic process
## 964 regulation of phosphate metabolic process
## 965 regulation of phosphate metabolic process
## 966 regulation of phosphorus metabolic process
## 967 regulation of phosphorus metabolic process
## 968 regulation of phosphorus metabolic process
## 969 regulation of phosphorus metabolic process
## 970 regulation of phosphorus metabolic process
## 971 regulation of phosphorus metabolic process
## 972 regulation of phosphorus metabolic process
## 973 regulation of phosphorus metabolic process
## 974 regulation of phosphorus metabolic process
## 975 regulation of phosphorus metabolic process
## 976 regulation of phosphorus metabolic process
## 977 regulation of phosphorus metabolic process
## 978 regulation of phosphorus metabolic process
## 979 regulation of phosphorus metabolic process
## 980 regulation of phosphorus metabolic process
## 981 regulation of phosphorus metabolic process
## 982 regulation of phosphorus metabolic process
## 983 regulation of phosphorus metabolic process
## 984 regulation of phosphorus metabolic process
## 985 regulation of phosphorus metabolic process
## 986 regulation of phosphorus metabolic process
## 987 regulation of phosphorus metabolic process
## 988 regulation of phosphorus metabolic process
## 989 regulation of phosphorus metabolic process
## 990 regulation of phosphorus metabolic process
## 991 regulation of phosphorus metabolic process
## 992 regulation of phosphorus metabolic process
## 993 regulation of phosphorus metabolic process
## 994 regulation of phosphorus metabolic process
## 995 regulation of phosphorus metabolic process
## 996 regulation of phosphorus metabolic process
## 997 regulation of phosphorus metabolic process
## 998 regulation of phosphorus metabolic process
## 999 regulation of phosphorus metabolic process
## 1000 regulation of phosphorus metabolic process
## 1001 regulation of phosphorus metabolic process
## 1002 regulation of phosphorus metabolic process
## 1003 regulation of phosphorus metabolic process
## 1004 regulation of phosphorus metabolic process
## 1005 regulation of phosphorus metabolic process
## 1006 regulation of phosphorus metabolic process
## 1007 regulation of phosphorus metabolic process
## 1008 regulation of phosphorus metabolic process
## 1009 regulation of phosphorus metabolic process
## 1010 regulation of phosphorus metabolic process
## 1011 regulation of phosphorus metabolic process
## 1012 regulation of phosphorus metabolic process
## 1013 regulation of phosphorus metabolic process
## 1014 regulation of phosphorus metabolic process
## 1015 regulation of phosphorus metabolic process
## 1016 regulation of phosphorus metabolic process
## 1017 regulation of phosphorus metabolic process
## 1018 regulation of phosphorus metabolic process
## 1019 regulation of phosphorus metabolic process
## 1020 regulation of phosphorus metabolic process
## 1021 regulation of small GTPase mediated signal transduction
## 1022 regulation of small GTPase mediated signal transduction
## 1023 regulation of small GTPase mediated signal transduction
## 1024 regulation of small GTPase mediated signal transduction
## 1025 regulation of small GTPase mediated signal transduction
## 1026 regulation of small GTPase mediated signal transduction
## 1027 regulation of small GTPase mediated signal transduction
## 1028 regulation of small GTPase mediated signal transduction
## 1029 regulation of small GTPase mediated signal transduction
## 1030 regulation of small GTPase mediated signal transduction
## 1031 regulation of small GTPase mediated signal transduction
## 1032 regulation of small GTPase mediated signal transduction
## 1033 regulation of small GTPase mediated signal transduction
## 1034 regulation of small GTPase mediated signal transduction
## 1035 regulation of small GTPase mediated signal transduction
## 1036 regulation of small GTPase mediated signal transduction
## 1037 regulation of small GTPase mediated signal transduction
## 1038 regulation of small GTPase mediated signal transduction
## 1039 regulation of small GTPase mediated signal transduction
## 1040 regulation of small GTPase mediated signal transduction
## 1041 regulation of small GTPase mediated signal transduction
## 1042 regulation of small GTPase mediated signal transduction
## 1043 regulation of small GTPase mediated signal transduction
## 1044 regulation of small GTPase mediated signal transduction
## 1045 regulation of small GTPase mediated signal transduction
## 1046 regulation of small GTPase mediated signal transduction
## 1047 regulation of small GTPase mediated signal transduction
## 1048 regulation of small GTPase mediated signal transduction
## 1049 regulation of small GTPase mediated signal transduction
## 1050 regulation of small GTPase mediated signal transduction
## 1051 regulation of small GTPase mediated signal transduction
## 1052 regulation of small GTPase mediated signal transduction
## 1053 regulation of small GTPase mediated signal transduction
## 1054 regulation of small GTPase mediated signal transduction
## 1055 regulation of small GTPase mediated signal transduction
## 1056 regulation of small GTPase mediated signal transduction
## 1057 regulation of small GTPase mediated signal transduction
## 1058 regulation of small GTPase mediated signal transduction
## 1059 regulation of small GTPase mediated signal transduction
## 1060 regulation of small GTPase mediated signal transduction
## 1061 regulation of small GTPase mediated signal transduction
## 1062 regulation of small GTPase mediated signal transduction
## 1063 regulation of small GTPase mediated signal transduction
## 1064 regulation of small GTPase mediated signal transduction
## 1065 regulation of small GTPase mediated signal transduction
## 1066 morphogenesis of an epithelium
## 1067 morphogenesis of an epithelium
## 1068 morphogenesis of an epithelium
## 1069 morphogenesis of an epithelium
## 1070 morphogenesis of an epithelium
## 1071 morphogenesis of an epithelium
## 1072 morphogenesis of an epithelium
## 1073 morphogenesis of an epithelium
## 1074 morphogenesis of an epithelium
## 1075 morphogenesis of an epithelium
## 1076 morphogenesis of an epithelium
## 1077 morphogenesis of an epithelium
## 1078 morphogenesis of an epithelium
## 1079 morphogenesis of an epithelium
## 1080 morphogenesis of an epithelium
## 1081 morphogenesis of an epithelium
## 1082 morphogenesis of an epithelium
## 1083 morphogenesis of an epithelium
## 1084 morphogenesis of an epithelium
## 1085 morphogenesis of an epithelium
## 1086 morphogenesis of an epithelium
## 1087 morphogenesis of an epithelium
## 1088 morphogenesis of an epithelium
## 1089 morphogenesis of an epithelium
## 1090 morphogenesis of an epithelium
## 1091 morphogenesis of an epithelium
## 1092 morphogenesis of an epithelium
## 1093 morphogenesis of an epithelium
## 1094 morphogenesis of an epithelium
## 1095 morphogenesis of an epithelium
## 1096 morphogenesis of an epithelium
## 1097 morphogenesis of an epithelium
## 1098 morphogenesis of an epithelium
## 1099 morphogenesis of an epithelium
## 1100 morphogenesis of an epithelium
## 1101 morphogenesis of an epithelium
## 1102 morphogenesis of an epithelium
## 1103 cell proliferation
## 1104 cell proliferation
## 1105 cell proliferation
## 1106 cell proliferation
## 1107 cell proliferation
## 1108 cell proliferation
## 1109 cell proliferation
## 1110 cell proliferation
## 1111 cell proliferation
## 1112 cell proliferation
## 1113 cell proliferation
## 1114 cell proliferation
## 1115 cell proliferation
## 1116 cell proliferation
## 1117 cell proliferation
## 1118 cell proliferation
## 1119 cell proliferation
## 1120 cell proliferation
## 1121 cell proliferation
## 1122 cell proliferation
## 1123 cell proliferation
## 1124 cell proliferation
## 1125 cell proliferation
## 1126 cell proliferation
## 1127 cell proliferation
## 1128 cell proliferation
## 1129 cell proliferation
## 1130 cell proliferation
## 1131 cell proliferation
## 1132 cell proliferation
## 1133 cell proliferation
## 1134 cell proliferation
## 1135 cell proliferation
## 1136 cell proliferation
## 1137 cell proliferation
## 1138 cell proliferation
## 1139 cell proliferation
## 1140 cell proliferation
## 1141 cell proliferation
## 1142 cell proliferation
## 1143 cell proliferation
## 1144 cell proliferation
## 1145 cell proliferation
## 1146 cell proliferation
## 1147 cell proliferation
## 1148 cell proliferation
## 1149 cell proliferation
## 1150 regulation of cell proliferation
## 1151 regulation of cell proliferation
## 1152 regulation of cell proliferation
## 1153 regulation of cell proliferation
## 1154 regulation of cell proliferation
## 1155 regulation of cell proliferation
## 1156 regulation of cell proliferation
## 1157 regulation of cell proliferation
## 1158 regulation of cell proliferation
## 1159 regulation of cell proliferation
## 1160 regulation of cell proliferation
## 1161 regulation of cell proliferation
## 1162 regulation of cell proliferation
## 1163 regulation of cell proliferation
## 1164 regulation of cell proliferation
## 1165 regulation of cell proliferation
## 1166 regulation of cell proliferation
## 1167 regulation of cell proliferation
## 1168 regulation of cell proliferation
## 1169 regulation of cell proliferation
## 1170 regulation of cell proliferation
## 1171 regulation of cell proliferation
## 1172 regulation of cell proliferation
## 1173 regulation of cell proliferation
## 1174 regulation of cell proliferation
## 1175 regulation of cell proliferation
## 1176 regulation of cell proliferation
## 1177 regulation of cell proliferation
## 1178 regulation of cell proliferation
## 1179 regulation of cell proliferation
## 1180 regulation of cell proliferation
## 1181 regulation of cell proliferation
## 1182 regulation of cell proliferation
## 1183 regulation of cell proliferation
## 1184 regulation of cell proliferation
## 1185 regulation of cell proliferation
## 1186 regulation of cell proliferation
## 1187 regulation of cell proliferation
## 1188 regulation of cell proliferation
## 1189 regulation of cell proliferation
## 1190 regulation of cell proliferation
## 1191 regulation of cell proliferation
## 1192 regulation of cell proliferation
## 1193 regulation of cell proliferation
## 1194 regulation of cell proliferation
## 1195 regulation of cell proliferation
## 1196 regulation of cell proliferation
## 1197 regulation of cell proliferation
## 1198 regulation of cell proliferation
## 1199 regulation of cell proliferation
## 1200 regulation of cell proliferation
## 1201 regulation of cell proliferation
## 1202 regulation of cell proliferation
## 1203 regulation of cell proliferation
## 1204 regulation of cell proliferation
## 1205 regulation of cell proliferation
## 1206 regulation of cell proliferation
## 1207 regulation of cell proliferation
## 1208 regulation of cell proliferation
## 1209 regulation of cell proliferation
## 1210 regulation of cell proliferation
## 1211 regulation of cell proliferation
## 1212 regulation of cell proliferation
## 1213 regulation of cell proliferation
## 1214 regulation of cell proliferation
## 1215 regulation of cell proliferation
## 1216 regulation of cell proliferation
## 1217 regulation of cell proliferation
## 1218 regulation of cell proliferation
## 1219 regulation of cell proliferation
## 1220 regulation of cell proliferation
## 1221 regulation of cell proliferation
## 1222 regulation of cell proliferation
## 1223 regulation of cell proliferation
## 1224 regulation of cell proliferation
## 1225 regulation of cell proliferation
## 1226 regulation of cell proliferation
## 1227 regulation of cell proliferation
## 1228 regulation of cell proliferation
## 1229 regulation of cell proliferation
## 1230 regulation of cell proliferation
## 1231 regulation of cell proliferation
## 1232 regulation of cell proliferation
## 1233 regulation of cell proliferation
## 1234 regulation of transferase activity
## 1235 regulation of transferase activity
## 1236 regulation of transferase activity
## 1237 regulation of transferase activity
## 1238 regulation of transferase activity
## 1239 regulation of transferase activity
## 1240 regulation of transferase activity
## 1241 regulation of transferase activity
## 1242 regulation of transferase activity
## 1243 regulation of transferase activity
## 1244 regulation of transferase activity
## 1245 regulation of transferase activity
## 1246 regulation of transferase activity
## 1247 regulation of transferase activity
## 1248 regulation of transferase activity
## 1249 regulation of transferase activity
## 1250 regulation of transferase activity
## 1251 regulation of transferase activity
## 1252 regulation of transferase activity
## 1253 regulation of transferase activity
## 1254 regulation of transferase activity
## 1255 regulation of transferase activity
## 1256 regulation of transferase activity
## 1257 regulation of transferase activity
## 1258 regulation of transferase activity
## 1259 regulation of transferase activity
## 1260 regulation of transferase activity
## 1261 regulation of transferase activity
## 1262 regulation of transferase activity
## 1263 regulation of transferase activity
## 1264 regulation of transferase activity
## 1265 regulation of transferase activity
## 1266 regulation of transferase activity
## 1267 regulation of transferase activity
## 1268 regulation of transferase activity
## 1269 regulation of transferase activity
## 1270 regulation of transferase activity
## 1271 regulation of transferase activity
## 1272 regulation of transferase activity
## 1273 regulation of transferase activity
## 1274 regulation of kinase activity
## 1275 regulation of kinase activity
## 1276 regulation of kinase activity
## 1277 regulation of kinase activity
## 1278 regulation of kinase activity
## 1279 regulation of kinase activity
## 1280 regulation of kinase activity
## 1281 regulation of kinase activity
## 1282 regulation of kinase activity
## 1283 regulation of kinase activity
## 1284 regulation of kinase activity
## 1285 regulation of kinase activity
## 1286 regulation of kinase activity
## 1287 regulation of kinase activity
## 1288 regulation of kinase activity
## 1289 regulation of kinase activity
## 1290 regulation of kinase activity
## 1291 regulation of kinase activity
## 1292 regulation of kinase activity
## 1293 regulation of kinase activity
## 1294 regulation of kinase activity
## 1295 regulation of kinase activity
## 1296 regulation of kinase activity
## 1297 regulation of kinase activity
## 1298 regulation of kinase activity
## 1299 regulation of kinase activity
## 1300 regulation of kinase activity
## 1301 regulation of kinase activity
## 1302 regulation of kinase activity
## 1303 regulation of kinase activity
## 1304 regulation of kinase activity
## 1305 regulation of kinase activity
## 1306 regulation of kinase activity
## 1307 regulation of kinase activity
## 1308 regulation of kinase activity
## 1309 regulation of kinase activity
## 1310 regulation of kinase activity
## 1311 regulation of kinase activity
## 1312 regulation of kinase activity
## 1313 blood circulation
## 1314 blood circulation
## 1315 blood circulation
## 1316 blood circulation
## 1317 blood circulation
## 1318 blood circulation
## 1319 blood circulation
## 1320 blood circulation
## 1321 blood circulation
## 1322 blood circulation
## 1323 blood circulation
## 1324 blood circulation
## 1325 blood circulation
## 1326 blood circulation
## 1327 blood circulation
## 1328 blood circulation
## 1329 blood circulation
## 1330 blood circulation
## 1331 blood circulation
## 1332 blood circulation
## 1333 blood circulation
## 1334 blood circulation
## 1335 blood circulation
## 1336 blood circulation
## 1337 blood circulation
## 1338 blood circulation
## 1339 blood circulation
## 1340 circulatory system process
## 1341 circulatory system process
## 1342 circulatory system process
## 1343 circulatory system process
## 1344 circulatory system process
## 1345 circulatory system process
## 1346 circulatory system process
## 1347 circulatory system process
## 1348 circulatory system process
## 1349 circulatory system process
## 1350 circulatory system process
## 1351 circulatory system process
## 1352 circulatory system process
## 1353 circulatory system process
## 1354 circulatory system process
## 1355 circulatory system process
## 1356 circulatory system process
## 1357 circulatory system process
## 1358 circulatory system process
## 1359 circulatory system process
## 1360 circulatory system process
## 1361 circulatory system process
## 1362 circulatory system process
## 1363 circulatory system process
## 1364 circulatory system process
## 1365 circulatory system process
## 1366 circulatory system process
## 1367 enzyme linked receptor protein signaling pathway
## 1368 enzyme linked receptor protein signaling pathway
## 1369 enzyme linked receptor protein signaling pathway
## 1370 enzyme linked receptor protein signaling pathway
## 1371 enzyme linked receptor protein signaling pathway
## 1372 enzyme linked receptor protein signaling pathway
## 1373 enzyme linked receptor protein signaling pathway
## 1374 enzyme linked receptor protein signaling pathway
## 1375 enzyme linked receptor protein signaling pathway
## 1376 enzyme linked receptor protein signaling pathway
## 1377 enzyme linked receptor protein signaling pathway
## 1378 enzyme linked receptor protein signaling pathway
## 1379 enzyme linked receptor protein signaling pathway
## 1380 enzyme linked receptor protein signaling pathway
## 1381 enzyme linked receptor protein signaling pathway
## 1382 enzyme linked receptor protein signaling pathway
## 1383 enzyme linked receptor protein signaling pathway
## 1384 enzyme linked receptor protein signaling pathway
## 1385 enzyme linked receptor protein signaling pathway
## 1386 enzyme linked receptor protein signaling pathway
## 1387 enzyme linked receptor protein signaling pathway
## 1388 enzyme linked receptor protein signaling pathway
## 1389 enzyme linked receptor protein signaling pathway
## 1390 enzyme linked receptor protein signaling pathway
## 1391 enzyme linked receptor protein signaling pathway
## 1392 enzyme linked receptor protein signaling pathway
## 1393 enzyme linked receptor protein signaling pathway
## 1394 enzyme linked receptor protein signaling pathway
## 1395 enzyme linked receptor protein signaling pathway
## 1396 enzyme linked receptor protein signaling pathway
## 1397 enzyme linked receptor protein signaling pathway
## 1398 enzyme linked receptor protein signaling pathway
## 1399 enzyme linked receptor protein signaling pathway
## 1400 enzyme linked receptor protein signaling pathway
## 1401 enzyme linked receptor protein signaling pathway
## 1402 enzyme linked receptor protein signaling pathway
## 1403 enzyme linked receptor protein signaling pathway
## 1404 enzyme linked receptor protein signaling pathway
## 1405 enzyme linked receptor protein signaling pathway
## 1406 enzyme linked receptor protein signaling pathway
## 1407 enzyme linked receptor protein signaling pathway
## 1408 enzyme linked receptor protein signaling pathway
## 1409 enzyme linked receptor protein signaling pathway
## 1410 enzyme linked receptor protein signaling pathway
## 1411 enzyme linked receptor protein signaling pathway
## 1412 enzyme linked receptor protein signaling pathway
## 1413 enzyme linked receptor protein signaling pathway
## 1414 enzyme linked receptor protein signaling pathway
## 1415 enzyme linked receptor protein signaling pathway
## 1416 enzyme linked receptor protein signaling pathway
## 1417 protein kinase cascade
## 1418 protein kinase cascade
## 1419 protein kinase cascade
## 1420 protein kinase cascade
## 1421 protein kinase cascade
## 1422 protein kinase cascade
## 1423 protein kinase cascade
## 1424 protein kinase cascade
## 1425 protein kinase cascade
## 1426 protein kinase cascade
## 1427 protein kinase cascade
## 1428 protein kinase cascade
## 1429 protein kinase cascade
## 1430 protein kinase cascade
## 1431 protein kinase cascade
## 1432 protein kinase cascade
## 1433 protein kinase cascade
## 1434 protein kinase cascade
## 1435 protein kinase cascade
## 1436 protein kinase cascade
## 1437 protein kinase cascade
## 1438 protein kinase cascade
## 1439 protein kinase cascade
## 1440 protein kinase cascade
## 1441 protein kinase cascade
## 1442 protein kinase cascade
## 1443 protein kinase cascade
## 1444 protein kinase cascade
## 1445 protein kinase cascade
## 1446 protein kinase cascade
## 1447 protein kinase cascade
## 1448 protein kinase cascade
## 1449 protein kinase cascade
## 1450 protein kinase cascade
## 1451 protein kinase cascade
## 1452 protein kinase cascade
## 1453 protein kinase cascade
## 1454 protein kinase cascade
## 1455 protein kinase cascade
## 1456 protein kinase cascade
## 1457 protein kinase cascade
## 1458 protein kinase cascade
## 1459 protein kinase cascade
## 1460 protein kinase cascade
## 1461 protein kinase cascade
## 1462 regulation of protein kinase activity
## 1463 regulation of protein kinase activity
## 1464 regulation of protein kinase activity
## 1465 regulation of protein kinase activity
## 1466 regulation of protein kinase activity
## 1467 regulation of protein kinase activity
## 1468 regulation of protein kinase activity
## 1469 regulation of protein kinase activity
## 1470 regulation of protein kinase activity
## 1471 regulation of protein kinase activity
## 1472 regulation of protein kinase activity
## 1473 regulation of protein kinase activity
## 1474 regulation of protein kinase activity
## 1475 regulation of protein kinase activity
## 1476 regulation of protein kinase activity
## 1477 regulation of protein kinase activity
## 1478 regulation of protein kinase activity
## 1479 regulation of protein kinase activity
## 1480 regulation of protein kinase activity
## 1481 regulation of protein kinase activity
## 1482 regulation of protein kinase activity
## 1483 regulation of protein kinase activity
## 1484 regulation of protein kinase activity
## 1485 regulation of protein kinase activity
## 1486 regulation of protein kinase activity
## 1487 regulation of protein kinase activity
## 1488 regulation of protein kinase activity
## 1489 regulation of protein kinase activity
## 1490 regulation of protein kinase activity
## 1491 regulation of protein kinase activity
## 1492 regulation of protein kinase activity
## 1493 regulation of protein kinase activity
## 1494 regulation of protein kinase activity
## 1495 regulation of protein kinase activity
## 1496 regulation of protein kinase activity
## 1497 regulation of protein kinase activity
## 1498 regulation of protein kinase activity
## 1499 regulation of protein kinase activity
## 1500 cell adhesion
## 1501 cell adhesion
## 1502 cell adhesion
## 1503 cell adhesion
## 1504 cell adhesion
## 1505 cell adhesion
## 1506 cell adhesion
## 1507 cell adhesion
## 1508 cell adhesion
## 1509 cell adhesion
## 1510 cell adhesion
## 1511 cell adhesion
## 1512 cell adhesion
## 1513 cell adhesion
## 1514 cell adhesion
## 1515 cell adhesion
## 1516 cell adhesion
## 1517 cell adhesion
## 1518 cell adhesion
## 1519 cell adhesion
## 1520 cell adhesion
## 1521 cell adhesion
## 1522 cell adhesion
## 1523 cell adhesion
## 1524 cell adhesion
## 1525 cell adhesion
## 1526 cell adhesion
## 1527 cell adhesion
## 1528 cell adhesion
## 1529 cell adhesion
## 1530 cell adhesion
## 1531 cell adhesion
## 1532 cell adhesion
## 1533 cell adhesion
## 1534 cell adhesion
## 1535 cell adhesion
## 1536 cell adhesion
## 1537 cell adhesion
## 1538 cell adhesion
## 1539 cell adhesion
## 1540 cell adhesion
## 1541 cell adhesion
## 1542 cell adhesion
## 1543 cell adhesion
## 1544 cell adhesion
## 1545 cell adhesion
## 1546 cell adhesion
## 1547 cell adhesion
## 1548 cell adhesion
## 1549 cell adhesion
## 1550 cell adhesion
## 1551 cell adhesion
## 1552 cell adhesion
## 1553 cell adhesion
## 1554 cell adhesion
## 1555 cell adhesion
## 1556 cell adhesion
## 1557 cell adhesion
## 1558 cell adhesion
## 1559 cell adhesion
## 1560 cell adhesion
## 1561 cell adhesion
## 1562 cell adhesion
## 1563 cell adhesion
## 1564 cell adhesion
## 1565 cell adhesion
## 1566 cell adhesion
## 1567 cell adhesion
## 1568 cell adhesion
## 1569 cell adhesion
## 1570 cell adhesion
## 1571 cell adhesion
## 1572 cell adhesion
## 1573 cell adhesion
## 1574 cell adhesion
## 1575 cell adhesion
## 1576 cell adhesion
## 1577 cell adhesion
## 1578 cell adhesion
## 1579 cell adhesion
## 1580 cell adhesion
## 1581 cell adhesion
## 1582 cell adhesion
## 1583 cell adhesion
## 1584 cell adhesion
## 1585 cell adhesion
## 1586 nucleotide biosynthetic process
## 1587 nucleotide biosynthetic process
## 1588 nucleotide biosynthetic process
## 1589 nucleotide biosynthetic process
## 1590 nucleotide biosynthetic process
## 1591 nucleotide biosynthetic process
## 1592 nucleotide biosynthetic process
## 1593 nucleotide biosynthetic process
## 1594 nucleotide biosynthetic process
## 1595 nucleotide biosynthetic process
## 1596 nucleotide biosynthetic process
## 1597 nucleotide biosynthetic process
## 1598 nucleotide biosynthetic process
## 1599 nucleotide biosynthetic process
## 1600 nucleotide biosynthetic process
## 1601 nucleotide biosynthetic process
## 1602 nucleotide biosynthetic process
## 1603 nucleotide biosynthetic process
## 1604 nucleotide biosynthetic process
## 1605 nucleotide biosynthetic process
## 1606 nucleotide biosynthetic process
## 1607 nucleotide biosynthetic process
## 1608 nucleotide biosynthetic process
## 1609 nucleotide biosynthetic process
## 1610 nucleotide biosynthetic process
## 1611 nucleotide biosynthetic process
## 1612 nucleotide biosynthetic process
## 1613 nucleotide biosynthetic process
## 1614 nucleotide biosynthetic process
## 1615 nucleotide biosynthetic process
## 1616 nucleotide biosynthetic process
## 1617 nucleotide biosynthetic process
## 1618 nucleotide biosynthetic process
## 1619 nucleotide biosynthetic process
## 1620 nucleotide biosynthetic process
## 1621 nucleotide biosynthetic process
## 1622 biological adhesion
## 1623 biological adhesion
## 1624 biological adhesion
## 1625 biological adhesion
## 1626 biological adhesion
## 1627 biological adhesion
## 1628 biological adhesion
## 1629 biological adhesion
## 1630 biological adhesion
## 1631 biological adhesion
## 1632 biological adhesion
## 1633 biological adhesion
## 1634 biological adhesion
## 1635 biological adhesion
## 1636 biological adhesion
## 1637 biological adhesion
## 1638 biological adhesion
## 1639 biological adhesion
## 1640 biological adhesion
## 1641 biological adhesion
## 1642 biological adhesion
## 1643 biological adhesion
## 1644 biological adhesion
## 1645 biological adhesion
## 1646 biological adhesion
## 1647 biological adhesion
## 1648 biological adhesion
## 1649 biological adhesion
## 1650 biological adhesion
## 1651 biological adhesion
## 1652 biological adhesion
## 1653 biological adhesion
## 1654 biological adhesion
## 1655 biological adhesion
## 1656 biological adhesion
## 1657 biological adhesion
## 1658 biological adhesion
## 1659 biological adhesion
## 1660 biological adhesion
## 1661 biological adhesion
## 1662 biological adhesion
## 1663 biological adhesion
## 1664 biological adhesion
## 1665 biological adhesion
## 1666 biological adhesion
## 1667 biological adhesion
## 1668 biological adhesion
## 1669 biological adhesion
## 1670 biological adhesion
## 1671 biological adhesion
## 1672 biological adhesion
## 1673 biological adhesion
## 1674 biological adhesion
## 1675 biological adhesion
## 1676 biological adhesion
## 1677 biological adhesion
## 1678 biological adhesion
## 1679 biological adhesion
## 1680 biological adhesion
## 1681 biological adhesion
## 1682 biological adhesion
## 1683 biological adhesion
## 1684 biological adhesion
## 1685 biological adhesion
## 1686 biological adhesion
## 1687 biological adhesion
## 1688 biological adhesion
## 1689 biological adhesion
## 1690 biological adhesion
## 1691 biological adhesion
## 1692 biological adhesion
## 1693 biological adhesion
## 1694 biological adhesion
## 1695 biological adhesion
## 1696 biological adhesion
## 1697 biological adhesion
## 1698 biological adhesion
## 1699 biological adhesion
## 1700 biological adhesion
## 1701 biological adhesion
## 1702 biological adhesion
## 1703 biological adhesion
## 1704 biological adhesion
## 1705 biological adhesion
## 1706 biological adhesion
## 1707 biological adhesion
## 1708 striated muscle tissue development
## 1709 striated muscle tissue development
## 1710 striated muscle tissue development
## 1711 striated muscle tissue development
## 1712 striated muscle tissue development
## 1713 striated muscle tissue development
## 1714 striated muscle tissue development
## 1715 striated muscle tissue development
## 1716 striated muscle tissue development
## 1717 striated muscle tissue development
## 1718 striated muscle tissue development
## 1719 striated muscle tissue development
## 1720 striated muscle tissue development
## 1721 striated muscle tissue development
## 1722 striated muscle tissue development
## 1723 striated muscle tissue development
## 1724 striated muscle tissue development
## 1725 striated muscle tissue development
## 1726 striated muscle tissue development
## 1727 striated muscle tissue development
## 1728 striated muscle tissue development
## 1729 striated muscle tissue development
## 1730 striated muscle tissue development
## 1731 striated muscle tissue development
## 1732 striated muscle tissue development
## 1733 striated muscle tissue development
## 1734 striated muscle tissue development
## 1735 striated muscle tissue development
## 1736 striated muscle tissue development
## 1737 epithelium development
## 1738 epithelium development
## 1739 epithelium development
## 1740 epithelium development
## 1741 epithelium development
## 1742 epithelium development
## 1743 epithelium development
## 1744 epithelium development
## 1745 epithelium development
## 1746 epithelium development
## 1747 epithelium development
## 1748 epithelium development
## 1749 epithelium development
## 1750 epithelium development
## 1751 epithelium development
## 1752 epithelium development
## 1753 epithelium development
## 1754 epithelium development
## 1755 epithelium development
## 1756 epithelium development
## 1757 epithelium development
## 1758 epithelium development
## 1759 epithelium development
## 1760 epithelium development
## 1761 epithelium development
## 1762 epithelium development
## 1763 epithelium development
## 1764 epithelium development
## 1765 epithelium development
## 1766 epithelium development
## 1767 epithelium development
## 1768 epithelium development
## 1769 epithelium development
## 1770 epithelium development
## 1771 epithelium development
## 1772 epithelium development
## 1773 epithelium development
## 1774 epithelium development
## 1775 epithelium development
## 1776 epithelium development
## 1777 epithelium development
## 1778 epithelium development
## 1779 epithelium development
## 1780 epithelium development
## 1781 epithelium development
## 1782 epithelium development
## 1783 epithelium development
## 1784 epithelium development
## 1785 epithelium development
## 1786 tube development
## 1787 tube development
## 1788 tube development
## 1789 tube development
## 1790 tube development
## 1791 tube development
## 1792 tube development
## 1793 tube development
## 1794 tube development
## 1795 tube development
## 1796 tube development
## 1797 tube development
## 1798 tube development
## 1799 tube development
## 1800 tube development
## 1801 tube development
## 1802 tube development
## 1803 tube development
## 1804 tube development
## 1805 tube development
## 1806 tube development
## 1807 tube development
## 1808 tube development
## 1809 tube development
## 1810 tube development
## 1811 tube development
## 1812 tube development
## 1813 tube development
## 1814 tube development
## 1815 tube development
## 1816 tube development
## 1817 tube development
## 1818 tube development
## 1819 tube development
## 1820 tube development
## 1821 tube development
## 1822 tube development
## 1823 tube development
## 1824 tube development
## 1825 tube development
## 1826 tube development
## 1827 tube development
## 1828 tube development
## 1829 tube development
## 1830 tube development
## 1831 tube development
## 1832 tube development
## 1833 tube development
## 1834 chordate embryonic development
## 1835 chordate embryonic development
## 1836 chordate embryonic development
## 1837 chordate embryonic development
## 1838 chordate embryonic development
## 1839 chordate embryonic development
## 1840 chordate embryonic development
## 1841 chordate embryonic development
## 1842 chordate embryonic development
## 1843 chordate embryonic development
## 1844 chordate embryonic development
## 1845 chordate embryonic development
## 1846 chordate embryonic development
## 1847 chordate embryonic development
## 1848 chordate embryonic development
## 1849 chordate embryonic development
## 1850 chordate embryonic development
## 1851 chordate embryonic development
## 1852 chordate embryonic development
## 1853 chordate embryonic development
## 1854 chordate embryonic development
## 1855 chordate embryonic development
## 1856 chordate embryonic development
## 1857 chordate embryonic development
## 1858 chordate embryonic development
## 1859 chordate embryonic development
## 1860 chordate embryonic development
## 1861 chordate embryonic development
## 1862 chordate embryonic development
## 1863 chordate embryonic development
## 1864 chordate embryonic development
## 1865 chordate embryonic development
## 1866 chordate embryonic development
## 1867 chordate embryonic development
## 1868 chordate embryonic development
## 1869 chordate embryonic development
## 1870 chordate embryonic development
## 1871 chordate embryonic development
## 1872 chordate embryonic development
## 1873 chordate embryonic development
## 1874 chordate embryonic development
## 1875 chordate embryonic development
## 1876 chordate embryonic development
## 1877 chordate embryonic development
## 1878 chordate embryonic development
## 1879 chordate embryonic development
## 1880 chordate embryonic development
## 1881 chordate embryonic development
## 1882 chordate embryonic development
## 1883 chordate embryonic development
## 1884 chordate embryonic development
## 1885 chordate embryonic development
## 1886 chordate embryonic development
## 1887 chordate embryonic development
## 1888 chordate embryonic development
## 1889 chordate embryonic development
## 1890 chordate embryonic development
## 1891 chordate embryonic development
## 1892 chordate embryonic development
## 1893 chordate embryonic development
## 1894 chordate embryonic development
## 1895 chordate embryonic development
## 1896 chordate embryonic development
## 1897 chordate embryonic development
## 1898 chordate embryonic development
## 1899 chordate embryonic development
## 1900 chordate embryonic development
## 1901 chordate embryonic development
## 1902 chordate embryonic development
## 1903 muscle tissue development
## 1904 muscle tissue development
## 1905 muscle tissue development
## 1906 muscle tissue development
## 1907 muscle tissue development
## 1908 muscle tissue development
## 1909 muscle tissue development
## 1910 muscle tissue development
## 1911 muscle tissue development
## 1912 muscle tissue development
## 1913 muscle tissue development
## 1914 muscle tissue development
## 1915 muscle tissue development
## 1916 muscle tissue development
## 1917 muscle tissue development
## 1918 muscle tissue development
## 1919 muscle tissue development
## 1920 muscle tissue development
## 1921 muscle tissue development
## 1922 muscle tissue development
## 1923 muscle tissue development
## 1924 muscle tissue development
## 1925 muscle tissue development
## 1926 muscle tissue development
## 1927 muscle tissue development
## 1928 muscle tissue development
## 1929 muscle tissue development
## 1930 muscle tissue development
## 1931 muscle tissue development
## 1932 muscle tissue development
## 1933 tube morphogenesis
## 1934 tube morphogenesis
## 1935 tube morphogenesis
## 1936 tube morphogenesis
## 1937 tube morphogenesis
## 1938 tube morphogenesis
## 1939 tube morphogenesis
## 1940 tube morphogenesis
## 1941 tube morphogenesis
## 1942 tube morphogenesis
## 1943 tube morphogenesis
## 1944 tube morphogenesis
## 1945 tube morphogenesis
## 1946 tube morphogenesis
## 1947 tube morphogenesis
## 1948 tube morphogenesis
## 1949 tube morphogenesis
## 1950 tube morphogenesis
## 1951 tube morphogenesis
## 1952 tube morphogenesis
## 1953 tube morphogenesis
## 1954 tube morphogenesis
## 1955 tube morphogenesis
## 1956 tube morphogenesis
## 1957 tube morphogenesis
## 1958 tube morphogenesis
## 1959 tube morphogenesis
## 1960 tube morphogenesis
## 1961 tube morphogenesis
## 1962 tube morphogenesis
## 1963 tube morphogenesis
## 1964 tube morphogenesis
## 1965 tube morphogenesis
## 1966 tube morphogenesis
## 1967 tube morphogenesis
## 1968 purine nucleotide biosynthetic process
## 1969 purine nucleotide biosynthetic process
## 1970 purine nucleotide biosynthetic process
## 1971 purine nucleotide biosynthetic process
## 1972 purine nucleotide biosynthetic process
## 1973 purine nucleotide biosynthetic process
## 1974 purine nucleotide biosynthetic process
## 1975 purine nucleotide biosynthetic process
## 1976 purine nucleotide biosynthetic process
## 1977 purine nucleotide biosynthetic process
## 1978 purine nucleotide biosynthetic process
## 1979 purine nucleotide biosynthetic process
## 1980 purine nucleotide biosynthetic process
## 1981 purine nucleotide biosynthetic process
## 1982 purine nucleotide biosynthetic process
## 1983 purine nucleotide biosynthetic process
## 1984 purine nucleotide biosynthetic process
## 1985 purine nucleotide biosynthetic process
## 1986 purine nucleotide biosynthetic process
## 1987 purine nucleotide biosynthetic process
## 1988 purine nucleotide biosynthetic process
## 1989 purine nucleotide biosynthetic process
## 1990 purine nucleotide biosynthetic process
## 1991 purine nucleotide biosynthetic process
## 1992 purine nucleotide biosynthetic process
## 1993 purine nucleotide biosynthetic process
## 1994 purine nucleotide biosynthetic process
## 1995 purine nucleotide biosynthetic process
## 1996 purine nucleotide biosynthetic process
## 1997 purine nucleotide biosynthetic process
## 1998 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 1999 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2000 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2001 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2002 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2003 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2004 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2005 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2006 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2007 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2008 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2009 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2010 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2011 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2012 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2013 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2014 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2015 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2016 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2017 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2018 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2019 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2020 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2021 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2022 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2023 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2024 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2025 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2026 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2027 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2028 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2029 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2030 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2031 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2032 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2033 nucleobase, nucleoside, nucleotide and nucleic acid biosynthetic process
## 2034 nucleobase, nucleoside and nucleotide biosynthetic process
## 2035 nucleobase, nucleoside and nucleotide biosynthetic process
## 2036 nucleobase, nucleoside and nucleotide biosynthetic process
## 2037 nucleobase, nucleoside and nucleotide biosynthetic process
## 2038 nucleobase, nucleoside and nucleotide biosynthetic process
## 2039 nucleobase, nucleoside and nucleotide biosynthetic process
## 2040 nucleobase, nucleoside and nucleotide biosynthetic process
## 2041 nucleobase, nucleoside and nucleotide biosynthetic process
## 2042 nucleobase, nucleoside and nucleotide biosynthetic process
## 2043 nucleobase, nucleoside and nucleotide biosynthetic process
## 2044 nucleobase, nucleoside and nucleotide biosynthetic process
## 2045 nucleobase, nucleoside and nucleotide biosynthetic process
## 2046 nucleobase, nucleoside and nucleotide biosynthetic process
## 2047 nucleobase, nucleoside and nucleotide biosynthetic process
## 2048 nucleobase, nucleoside and nucleotide biosynthetic process
## 2049 nucleobase, nucleoside and nucleotide biosynthetic process
## 2050 nucleobase, nucleoside and nucleotide biosynthetic process
## 2051 nucleobase, nucleoside and nucleotide biosynthetic process
## 2052 nucleobase, nucleoside and nucleotide biosynthetic process
## 2053 nucleobase, nucleoside and nucleotide biosynthetic process
## 2054 nucleobase, nucleoside and nucleotide biosynthetic process
## 2055 nucleobase, nucleoside and nucleotide biosynthetic process
## 2056 nucleobase, nucleoside and nucleotide biosynthetic process
## 2057 nucleobase, nucleoside and nucleotide biosynthetic process
## 2058 nucleobase, nucleoside and nucleotide biosynthetic process
## 2059 nucleobase, nucleoside and nucleotide biosynthetic process
## 2060 nucleobase, nucleoside and nucleotide biosynthetic process
## 2061 nucleobase, nucleoside and nucleotide biosynthetic process
## 2062 nucleobase, nucleoside and nucleotide biosynthetic process
## 2063 nucleobase, nucleoside and nucleotide biosynthetic process
## 2064 nucleobase, nucleoside and nucleotide biosynthetic process
## 2065 nucleobase, nucleoside and nucleotide biosynthetic process
## 2066 nucleobase, nucleoside and nucleotide biosynthetic process
## 2067 nucleobase, nucleoside and nucleotide biosynthetic process
## 2068 nucleobase, nucleoside and nucleotide biosynthetic process
## 2069 nucleobase, nucleoside and nucleotide biosynthetic process
## 2070 mesenchyme development
## 2071 mesenchyme development
## 2072 mesenchyme development
## 2073 mesenchyme development
## 2074 mesenchyme development
## 2075 mesenchyme development
## 2076 mesenchyme development
## 2077 mesenchyme development
## 2078 mesenchyme development
## 2079 mesenchyme development
## 2080 mesenchyme development
## 2081 mesenchyme development
## 2082 mesenchyme development
## 2083 mesenchyme development
## 2084 mesenchyme development
## 2085 mesenchyme development
## 2086 embryonic development ending in birth or egg hatching
## 2087 embryonic development ending in birth or egg hatching
## 2088 embryonic development ending in birth or egg hatching
## 2089 embryonic development ending in birth or egg hatching
## 2090 embryonic development ending in birth or egg hatching
## 2091 embryonic development ending in birth or egg hatching
## 2092 embryonic development ending in birth or egg hatching
## 2093 embryonic development ending in birth or egg hatching
## 2094 embryonic development ending in birth or egg hatching
## 2095 embryonic development ending in birth or egg hatching
## 2096 embryonic development ending in birth or egg hatching
## 2097 embryonic development ending in birth or egg hatching
## 2098 embryonic development ending in birth or egg hatching
## 2099 embryonic development ending in birth or egg hatching
## 2100 embryonic development ending in birth or egg hatching
## 2101 embryonic development ending in birth or egg hatching
## 2102 embryonic development ending in birth or egg hatching
## 2103 embryonic development ending in birth or egg hatching
## 2104 embryonic development ending in birth or egg hatching
## 2105 embryonic development ending in birth or egg hatching
## 2106 embryonic development ending in birth or egg hatching
## 2107 embryonic development ending in birth or egg hatching
## 2108 embryonic development ending in birth or egg hatching
## 2109 embryonic development ending in birth or egg hatching
## 2110 embryonic development ending in birth or egg hatching
## 2111 embryonic development ending in birth or egg hatching
## 2112 embryonic development ending in birth or egg hatching
## 2113 embryonic development ending in birth or egg hatching
## 2114 embryonic development ending in birth or egg hatching
## 2115 embryonic development ending in birth or egg hatching
## 2116 embryonic development ending in birth or egg hatching
## 2117 embryonic development ending in birth or egg hatching
## 2118 embryonic development ending in birth or egg hatching
## 2119 embryonic development ending in birth or egg hatching
## 2120 embryonic development ending in birth or egg hatching
## 2121 embryonic development ending in birth or egg hatching
## 2122 embryonic development ending in birth or egg hatching
## 2123 embryonic development ending in birth or egg hatching
## 2124 embryonic development ending in birth or egg hatching
## 2125 embryonic development ending in birth or egg hatching
## 2126 embryonic development ending in birth or egg hatching
## 2127 embryonic development ending in birth or egg hatching
## 2128 embryonic development ending in birth or egg hatching
## 2129 embryonic development ending in birth or egg hatching
## 2130 embryonic development ending in birth or egg hatching
## 2131 embryonic development ending in birth or egg hatching
## 2132 embryonic development ending in birth or egg hatching
## 2133 embryonic development ending in birth or egg hatching
## 2134 embryonic development ending in birth or egg hatching
## 2135 embryonic development ending in birth or egg hatching
## 2136 embryonic development ending in birth or egg hatching
## 2137 embryonic development ending in birth or egg hatching
## 2138 embryonic development ending in birth or egg hatching
## 2139 embryonic development ending in birth or egg hatching
## 2140 embryonic development ending in birth or egg hatching
## 2141 embryonic development ending in birth or egg hatching
## 2142 embryonic development ending in birth or egg hatching
## 2143 embryonic development ending in birth or egg hatching
## 2144 embryonic development ending in birth or egg hatching
## 2145 embryonic development ending in birth or egg hatching
## 2146 embryonic development ending in birth or egg hatching
## 2147 embryonic development ending in birth or egg hatching
## 2148 embryonic development ending in birth or egg hatching
## 2149 embryonic development ending in birth or egg hatching
## 2150 embryonic development ending in birth or egg hatching
## 2151 embryonic development ending in birth or egg hatching
## 2152 embryonic development ending in birth or egg hatching
## 2153 embryonic development ending in birth or egg hatching
## 2154 embryonic development ending in birth or egg hatching
## 2155 actomyosin structure organization
## 2156 actomyosin structure organization
## 2157 actomyosin structure organization
## 2158 actomyosin structure organization
## 2159 actomyosin structure organization
## 2160 actomyosin structure organization
## 2161 actomyosin structure organization
## 2162 actomyosin structure organization
## 2163 actomyosin structure organization
## 2164 actomyosin structure organization
## 2165 actomyosin structure organization
## 2166 muscle organ development
## 2167 muscle organ development
## 2168 muscle organ development
## 2169 muscle organ development
## 2170 muscle organ development
## 2171 muscle organ development
## 2172 muscle organ development
## 2173 muscle organ development
## 2174 muscle organ development
## 2175 muscle organ development
## 2176 muscle organ development
## 2177 muscle organ development
## 2178 muscle organ development
## 2179 muscle organ development
## 2180 muscle organ development
## 2181 muscle organ development
## 2182 muscle organ development
## 2183 muscle organ development
## 2184 muscle organ development
## 2185 muscle organ development
## 2186 muscle organ development
## 2187 muscle organ development
## 2188 muscle organ development
## 2189 muscle organ development
## 2190 muscle organ development
## 2191 muscle organ development
## 2192 muscle organ development
## 2193 muscle organ development
## 2194 muscle organ development
## 2195 muscle organ development
## 2196 muscle organ development
## 2197 muscle organ development
## 2198 muscle organ development
## 2199 muscle organ development
## 2200 muscle organ development
## 2201 extracellular structure organization
## 2202 extracellular structure organization
## 2203 extracellular structure organization
## 2204 extracellular structure organization
## 2205 extracellular structure organization
## 2206 extracellular structure organization
## 2207 extracellular structure organization
## 2208 extracellular structure organization
## 2209 extracellular structure organization
## 2210 extracellular structure organization
## 2211 extracellular structure organization
## 2212 extracellular structure organization
## 2213 extracellular structure organization
## 2214 extracellular structure organization
## 2215 extracellular structure organization
## 2216 extracellular structure organization
## 2217 extracellular structure organization
## 2218 extracellular structure organization
## 2219 extracellular structure organization
## 2220 extracellular structure organization
## 2221 extracellular structure organization
## 2222 extracellular structure organization
## 2223 extracellular structure organization
## 2224 extracellular structure organization
## 2225 extracellular structure organization
## 2226 extracellular structure organization
## 2227 extracellular structure organization
## 2228 extracellular structure organization
## 2229 extracellular structure organization
## 2230 extracellular structure organization
## 2231 extracellular structure organization
## 2232 mesenchymal cell development
## 2233 mesenchymal cell development
## 2234 mesenchymal cell development
## 2235 mesenchymal cell development
## 2236 mesenchymal cell development
## 2237 mesenchymal cell development
## 2238 mesenchymal cell development
## 2239 mesenchymal cell development
## 2240 mesenchymal cell development
## 2241 mesenchymal cell development
## 2242 mesenchymal cell development
## 2243 mesenchymal cell development
## 2244 mesenchymal cell development
## 2245 mesenchymal cell development
## 2246 mesenchymal cell development
## 2247 negative regulation of cell proliferation
## 2248 negative regulation of cell proliferation
## 2249 negative regulation of cell proliferation
## 2250 negative regulation of cell proliferation
## 2251 negative regulation of cell proliferation
## 2252 negative regulation of cell proliferation
## 2253 negative regulation of cell proliferation
## 2254 negative regulation of cell proliferation
## 2255 negative regulation of cell proliferation
## 2256 negative regulation of cell proliferation
## 2257 negative regulation of cell proliferation
## 2258 negative regulation of cell proliferation
## 2259 negative regulation of cell proliferation
## 2260 negative regulation of cell proliferation
## 2261 negative regulation of cell proliferation
## 2262 negative regulation of cell proliferation
## 2263 negative regulation of cell proliferation
## 2264 negative regulation of cell proliferation
## 2265 negative regulation of cell proliferation
## 2266 negative regulation of cell proliferation
## 2267 negative regulation of cell proliferation
## 2268 negative regulation of cell proliferation
## 2269 negative regulation of cell proliferation
## 2270 negative regulation of cell proliferation
## 2271 negative regulation of cell proliferation
## 2272 negative regulation of cell proliferation
## 2273 negative regulation of cell proliferation
## 2274 negative regulation of cell proliferation
## 2275 negative regulation of cell proliferation
## 2276 negative regulation of cell proliferation
## 2277 negative regulation of cell proliferation
## 2278 negative regulation of cell proliferation
## 2279 negative regulation of cell proliferation
## 2280 negative regulation of cell proliferation
## 2281 negative regulation of cell proliferation
## 2282 negative regulation of cell proliferation
## 2283 negative regulation of cell proliferation
## 2284 negative regulation of cell proliferation
## 2285 negative regulation of cell proliferation
## 2286 negative regulation of cell proliferation
## 2287 negative regulation of cell proliferation
## 2288 intracellular signaling cascade
## 2289 intracellular signaling cascade
## 2290 intracellular signaling cascade
## 2291 intracellular signaling cascade
## 2292 intracellular signaling cascade
## 2293 intracellular signaling cascade
## 2294 intracellular signaling cascade
## 2295 intracellular signaling cascade
## 2296 intracellular signaling cascade
## 2297 intracellular signaling cascade
## 2298 intracellular signaling cascade
## 2299 intracellular signaling cascade
## 2300 intracellular signaling cascade
## 2301 intracellular signaling cascade
## 2302 intracellular signaling cascade
## 2303 intracellular signaling cascade
## 2304 intracellular signaling cascade
## 2305 intracellular signaling cascade
## 2306 intracellular signaling cascade
## 2307 intracellular signaling cascade
## 2308 intracellular signaling cascade
## 2309 intracellular signaling cascade
## 2310 intracellular signaling cascade
## 2311 intracellular signaling cascade
## 2312 intracellular signaling cascade
## 2313 intracellular signaling cascade
## 2314 intracellular signaling cascade
## 2315 intracellular signaling cascade
## 2316 intracellular signaling cascade
## 2317 intracellular signaling cascade
## 2318 intracellular signaling cascade
## 2319 intracellular signaling cascade
## 2320 intracellular signaling cascade
## 2321 intracellular signaling cascade
## 2322 intracellular signaling cascade
## 2323 intracellular signaling cascade
## 2324 intracellular signaling cascade
## 2325 intracellular signaling cascade
## 2326 intracellular signaling cascade
## 2327 intracellular signaling cascade
## 2328 intracellular signaling cascade
## 2329 intracellular signaling cascade
## 2330 intracellular signaling cascade
## 2331 intracellular signaling cascade
## 2332 intracellular signaling cascade
## 2333 intracellular signaling cascade
## 2334 intracellular signaling cascade
## 2335 intracellular signaling cascade
## 2336 intracellular signaling cascade
## 2337 intracellular signaling cascade
## 2338 intracellular signaling cascade
## 2339 intracellular signaling cascade
## 2340 intracellular signaling cascade
## 2341 intracellular signaling cascade
## 2342 intracellular signaling cascade
## 2343 intracellular signaling cascade
## 2344 intracellular signaling cascade
## 2345 intracellular signaling cascade
## 2346 intracellular signaling cascade
## 2347 intracellular signaling cascade
## 2348 intracellular signaling cascade
## 2349 intracellular signaling cascade
## 2350 intracellular signaling cascade
## 2351 intracellular signaling cascade
## 2352 intracellular signaling cascade
## 2353 intracellular signaling cascade
## 2354 intracellular signaling cascade
## 2355 intracellular signaling cascade
## 2356 intracellular signaling cascade
## 2357 intracellular signaling cascade
## 2358 intracellular signaling cascade
## 2359 intracellular signaling cascade
## 2360 intracellular signaling cascade
## 2361 intracellular signaling cascade
## 2362 intracellular signaling cascade
## 2363 intracellular signaling cascade
## 2364 intracellular signaling cascade
## 2365 intracellular signaling cascade
## 2366 intracellular signaling cascade
## 2367 intracellular signaling cascade
## 2368 intracellular signaling cascade
## 2369 intracellular signaling cascade
## 2370 intracellular signaling cascade
## 2371 intracellular signaling cascade
## 2372 intracellular signaling cascade
## 2373 intracellular signaling cascade
## 2374 intracellular signaling cascade
## 2375 intracellular signaling cascade
## 2376 intracellular signaling cascade
## 2377 intracellular signaling cascade
## 2378 intracellular signaling cascade
## 2379 intracellular signaling cascade
## 2380 intracellular signaling cascade
## 2381 intracellular signaling cascade
## 2382 intracellular signaling cascade
## 2383 intracellular signaling cascade
## 2384 intracellular signaling cascade
## 2385 intracellular signaling cascade
## 2386 intracellular signaling cascade
## 2387 intracellular signaling cascade
## 2388 intracellular signaling cascade
## 2389 intracellular signaling cascade
## 2390 intracellular signaling cascade
## 2391 intracellular signaling cascade
## 2392 intracellular signaling cascade
## 2393 intracellular signaling cascade
## 2394 intracellular signaling cascade
## 2395 intracellular signaling cascade
## 2396 intracellular signaling cascade
## 2397 intracellular signaling cascade
## 2398 intracellular signaling cascade
## 2399 intracellular signaling cascade
## 2400 intracellular signaling cascade
## 2401 intracellular signaling cascade
## 2402 intracellular signaling cascade
## 2403 intracellular signaling cascade
## 2404 intracellular signaling cascade
## 2405 intracellular signaling cascade
## 2406 intracellular signaling cascade
## 2407 intracellular signaling cascade
## 2408 intracellular signaling cascade
## 2409 intracellular signaling cascade
## 2410 intracellular signaling cascade
## 2411 intracellular signaling cascade
## 2412 cell migration
## 2413 cell migration
## 2414 cell migration
## 2415 cell migration
## 2416 cell migration
## 2417 cell migration
## 2418 cell migration
## 2419 cell migration
## 2420 cell migration
## 2421 cell migration
## 2422 cell migration
## 2423 cell migration
## 2424 cell migration
## 2425 cell migration
## 2426 cell migration
## 2427 cell migration
## 2428 cell migration
## 2429 cell migration
## 2430 cell migration
## 2431 cell migration
## 2432 cell migration
## 2433 cell migration
## 2434 cell migration
## 2435 cell migration
## 2436 cell migration
## 2437 cell migration
## 2438 cell migration
## 2439 cell migration
## 2440 cell migration
## 2441 cell migration
## 2442 cell migration
## 2443 cell migration
## 2444 cell migration
## 2445 cell migration
## 2446 cell migration
## 2447 cell migration
## 2448 cell migration
## 2449 cell migration
## 2450 cell migration
## 2451 cell migration
## 2452 cell migration
## 2453 cell migration
## 2454 cell migration
## 2455 nitrogen compound biosynthetic process
## 2456 nitrogen compound biosynthetic process
## 2457 nitrogen compound biosynthetic process
## 2458 nitrogen compound biosynthetic process
## 2459 nitrogen compound biosynthetic process
## 2460 nitrogen compound biosynthetic process
## 2461 nitrogen compound biosynthetic process
## 2462 nitrogen compound biosynthetic process
## 2463 nitrogen compound biosynthetic process
## 2464 nitrogen compound biosynthetic process
## 2465 nitrogen compound biosynthetic process
## 2466 nitrogen compound biosynthetic process
## 2467 nitrogen compound biosynthetic process
## 2468 nitrogen compound biosynthetic process
## 2469 nitrogen compound biosynthetic process
## 2470 nitrogen compound biosynthetic process
## 2471 nitrogen compound biosynthetic process
## 2472 nitrogen compound biosynthetic process
## 2473 nitrogen compound biosynthetic process
## 2474 nitrogen compound biosynthetic process
## 2475 nitrogen compound biosynthetic process
## 2476 nitrogen compound biosynthetic process
## 2477 nitrogen compound biosynthetic process
## 2478 nitrogen compound biosynthetic process
## 2479 nitrogen compound biosynthetic process
## 2480 nitrogen compound biosynthetic process
## 2481 nitrogen compound biosynthetic process
## 2482 nitrogen compound biosynthetic process
## 2483 nitrogen compound biosynthetic process
## 2484 nitrogen compound biosynthetic process
## 2485 nitrogen compound biosynthetic process
## 2486 nitrogen compound biosynthetic process
## 2487 nitrogen compound biosynthetic process
## 2488 nitrogen compound biosynthetic process
## 2489 nitrogen compound biosynthetic process
## 2490 nitrogen compound biosynthetic process
## 2491 nitrogen compound biosynthetic process
## 2492 nitrogen compound biosynthetic process
## 2493 nitrogen compound biosynthetic process
## 2494 nitrogen compound biosynthetic process
## 2495 nitrogen compound biosynthetic process
## 2496 nitrogen compound biosynthetic process
## 2497 nitrogen compound biosynthetic process
## 2498 nitrogen compound biosynthetic process
## 2499 nitrogen compound biosynthetic process
## 2500 nitrogen compound biosynthetic process
## 2501 nitrogen compound biosynthetic process
## 2502 nitrogen compound biosynthetic process
## 2503 nitrogen compound biosynthetic process
## 2504 nitrogen compound biosynthetic process
## 2505 nitrogen compound biosynthetic process
## 2506 mesenchymal cell differentiation
## 2507 mesenchymal cell differentiation
## 2508 mesenchymal cell differentiation
## 2509 mesenchymal cell differentiation
## 2510 mesenchymal cell differentiation
## 2511 mesenchymal cell differentiation
## 2512 mesenchymal cell differentiation
## 2513 mesenchymal cell differentiation
## 2514 mesenchymal cell differentiation
## 2515 mesenchymal cell differentiation
## 2516 mesenchymal cell differentiation
## 2517 mesenchymal cell differentiation
## 2518 mesenchymal cell differentiation
## 2519 mesenchymal cell differentiation
## 2520 mesenchymal cell differentiation
## 2521 actin filament-based process
## 2522 actin filament-based process
## 2523 actin filament-based process
## 2524 actin filament-based process
## 2525 actin filament-based process
## 2526 actin filament-based process
## 2527 actin filament-based process
## 2528 actin filament-based process
## 2529 actin filament-based process
## 2530 actin filament-based process
## 2531 actin filament-based process
## 2532 actin filament-based process
## 2533 actin filament-based process
## 2534 actin filament-based process
## 2535 actin filament-based process
## 2536 actin filament-based process
## 2537 actin filament-based process
## 2538 actin filament-based process
## 2539 actin filament-based process
## 2540 actin filament-based process
## 2541 actin filament-based process
## 2542 actin filament-based process
## 2543 actin filament-based process
## 2544 actin filament-based process
## 2545 actin filament-based process
## 2546 actin filament-based process
## 2547 actin filament-based process
## 2548 actin filament-based process
## 2549 actin filament-based process
## 2550 actin filament-based process
## 2551 actin filament-based process
## 2552 actin filament-based process
## 2553 actin filament-based process
## 2554 actin filament-based process
## 2555 neural crest cell differentiation
## 2556 neural crest cell differentiation
## 2557 neural crest cell differentiation
## 2558 neural crest cell differentiation
## 2559 neural crest cell differentiation
## 2560 neural crest cell differentiation
## 2561 neural crest cell differentiation
## 2562 neural crest cell differentiation
## 2563 neural crest cell differentiation
## 2564 neural crest cell differentiation
## 2565 neural crest cell differentiation
## 2566 neural crest cell differentiation
## 2567 neural crest cell development
## 2568 neural crest cell development
## 2569 neural crest cell development
## 2570 neural crest cell development
## 2571 neural crest cell development
## 2572 neural crest cell development
## 2573 neural crest cell development
## 2574 neural crest cell development
## 2575 neural crest cell development
## 2576 neural crest cell development
## 2577 neural crest cell development
## 2578 neural crest cell development
## 2579 positive regulation of molecular function
## 2580 positive regulation of molecular function
## 2581 positive regulation of molecular function
## 2582 positive regulation of molecular function
## 2583 positive regulation of molecular function
## 2584 positive regulation of molecular function
## 2585 positive regulation of molecular function
## 2586 positive regulation of molecular function
## 2587 positive regulation of molecular function
## 2588 positive regulation of molecular function
## 2589 positive regulation of molecular function
## 2590 positive regulation of molecular function
## 2591 positive regulation of molecular function
## 2592 positive regulation of molecular function
## 2593 positive regulation of molecular function
## 2594 positive regulation of molecular function
## 2595 positive regulation of molecular function
## 2596 positive regulation of molecular function
## 2597 positive regulation of molecular function
## 2598 positive regulation of molecular function
## 2599 positive regulation of molecular function
## 2600 positive regulation of molecular function
## 2601 positive regulation of molecular function
## 2602 positive regulation of molecular function
## 2603 positive regulation of molecular function
## 2604 positive regulation of molecular function
## 2605 positive regulation of molecular function
## 2606 positive regulation of molecular function
## 2607 positive regulation of molecular function
## 2608 positive regulation of molecular function
## 2609 positive regulation of molecular function
## 2610 positive regulation of molecular function
## 2611 positive regulation of molecular function
## 2612 positive regulation of molecular function
## 2613 positive regulation of molecular function
## 2614 positive regulation of molecular function
## 2615 positive regulation of molecular function
## 2616 positive regulation of molecular function
## 2617 positive regulation of molecular function
## 2618 positive regulation of molecular function
## 2619 positive regulation of molecular function
## 2620 positive regulation of molecular function
## 2621 positive regulation of molecular function
## 2622 positive regulation of molecular function
## 2623 positive regulation of molecular function
## 2624 positive regulation of molecular function
## 2625 positive regulation of molecular function
## 2626 positive regulation of molecular function
## 2627 positive regulation of molecular function
## 2628 positive regulation of molecular function
## 2629 positive regulation of molecular function
## 2630 fatty acid metabolic process
## 2631 fatty acid metabolic process
## 2632 fatty acid metabolic process
## 2633 fatty acid metabolic process
## 2634 fatty acid metabolic process
## 2635 fatty acid metabolic process
## 2636 fatty acid metabolic process
## 2637 fatty acid metabolic process
## 2638 fatty acid metabolic process
## 2639 fatty acid metabolic process
## 2640 fatty acid metabolic process
## 2641 fatty acid metabolic process
## 2642 fatty acid metabolic process
## 2643 fatty acid metabolic process
## 2644 fatty acid metabolic process
## 2645 fatty acid metabolic process
## 2646 fatty acid metabolic process
## 2647 fatty acid metabolic process
## 2648 fatty acid metabolic process
## 2649 fatty acid metabolic process
## 2650 fatty acid metabolic process
## 2651 fatty acid metabolic process
## 2652 fatty acid metabolic process
## 2653 fatty acid metabolic process
## 2654 fatty acid metabolic process
## 2655 fatty acid metabolic process
## 2656 fatty acid metabolic process
## 2657 fatty acid metabolic process
## 2658 fatty acid metabolic process
## 2659 fatty acid metabolic process
## 2660 fatty acid metabolic process
## 2661 fatty acid metabolic process
## 2662 fatty acid metabolic process
## 2663 fatty acid metabolic process
## 2664 fatty acid metabolic process
## 2665 regulation of GTPase activity
## 2666 regulation of GTPase activity
## 2667 regulation of GTPase activity
## 2668 regulation of GTPase activity
## 2669 regulation of GTPase activity
## 2670 regulation of GTPase activity
## 2671 regulation of GTPase activity
## 2672 regulation of GTPase activity
## 2673 regulation of GTPase activity
## 2674 regulation of GTPase activity
## 2675 regulation of GTPase activity
## 2676 regulation of GTPase activity
## 2677 regulation of GTPase activity
## 2678 regulation of GTPase activity
## 2679 regulation of GTPase activity
## 2680 regulation of GTPase activity
## 2681 regulation of GTPase activity
## 2682 regulation of GTPase activity
## 2683 regulation of GTPase activity
## 2684 regulation of GTPase activity
## 2685 regulation of GTPase activity
## 2686 regulation of GTPase activity
## 2687 response to oxidative stress
## 2688 response to oxidative stress
## 2689 response to oxidative stress
## 2690 response to oxidative stress
## 2691 response to oxidative stress
## 2692 response to oxidative stress
## 2693 response to oxidative stress
## 2694 response to oxidative stress
## 2695 response to oxidative stress
## 2696 response to oxidative stress
## 2697 response to oxidative stress
## 2698 response to oxidative stress
## 2699 response to oxidative stress
## 2700 response to oxidative stress
## 2701 response to oxidative stress
## 2702 response to oxidative stress
## 2703 response to oxidative stress
## 2704 response to oxidative stress
## 2705 response to oxidative stress
## 2706 response to oxidative stress
## 2707 response to oxidative stress
## 2708 myofibril assembly
## 2709 myofibril assembly
## 2710 myofibril assembly
## 2711 myofibril assembly
## 2712 myofibril assembly
## 2713 myofibril assembly
## 2714 myofibril assembly
## 2715 myofibril assembly
## 2716 myofibril assembly
## 2717 MAPKKK cascade
## 2718 MAPKKK cascade
## 2719 MAPKKK cascade
## 2720 MAPKKK cascade
## 2721 MAPKKK cascade
## 2722 MAPKKK cascade
## 2723 MAPKKK cascade
## 2724 MAPKKK cascade
## 2725 MAPKKK cascade
## 2726 MAPKKK cascade
## 2727 MAPKKK cascade
## 2728 MAPKKK cascade
## 2729 MAPKKK cascade
## 2730 MAPKKK cascade
## 2731 MAPKKK cascade
## 2732 MAPKKK cascade
## 2733 MAPKKK cascade
## 2734 MAPKKK cascade
## 2735 MAPKKK cascade
## 2736 MAPKKK cascade
## 2737 MAPKKK cascade
## 2738 MAPKKK cascade
## 2739 MAPKKK cascade
## 2740 MAPKKK cascade
## 2741 MAPKKK cascade
## 2742 oxidation reduction
## 2743 oxidation reduction
## 2744 oxidation reduction
## 2745 oxidation reduction
## 2746 oxidation reduction
## 2747 oxidation reduction
## 2748 oxidation reduction
## 2749 oxidation reduction
## 2750 oxidation reduction
## 2751 oxidation reduction
## 2752 oxidation reduction
## 2753 oxidation reduction
## 2754 oxidation reduction
## 2755 oxidation reduction
## 2756 oxidation reduction
## 2757 oxidation reduction
## 2758 oxidation reduction
## 2759 oxidation reduction
## 2760 oxidation reduction
## 2761 oxidation reduction
## 2762 oxidation reduction
## 2763 oxidation reduction
## 2764 oxidation reduction
## 2765 oxidation reduction
## 2766 oxidation reduction
## 2767 oxidation reduction
## 2768 oxidation reduction
## 2769 oxidation reduction
## 2770 oxidation reduction
## 2771 oxidation reduction
## 2772 oxidation reduction
## 2773 oxidation reduction
## 2774 oxidation reduction
## 2775 oxidation reduction
## 2776 oxidation reduction
## 2777 oxidation reduction
## 2778 oxidation reduction
## 2779 oxidation reduction
## 2780 oxidation reduction
## 2781 oxidation reduction
## 2782 oxidation reduction
## 2783 oxidation reduction
## 2784 oxidation reduction
## 2785 oxidation reduction
## 2786 oxidation reduction
## 2787 oxidation reduction
## 2788 oxidation reduction
## 2789 oxidation reduction
## 2790 oxidation reduction
## 2791 oxidation reduction
## 2792 oxidation reduction
## 2793 oxidation reduction
## 2794 oxidation reduction
## 2795 oxidation reduction
## 2796 oxidation reduction
## 2797 oxidation reduction
## 2798 oxidation reduction
## 2799 oxidation reduction
## 2800 oxidation reduction
## 2801 oxidation reduction
## 2802 oxidation reduction
## 2803 oxidation reduction
## 2804 oxidation reduction
## 2805 oxidation reduction
## 2806 oxidation reduction
## 2807 oxidation reduction
## 2808 oxidation reduction
## 2809 oxidation reduction
## 2810 oxidation reduction
## 2811 oxidation reduction
## 2812 oxidation reduction
## 2813 oxidation reduction
## 2814 oxidation reduction
## 2815 oxidation reduction
## 2816 oxidation reduction
## 2817 oxidation reduction
## 2818 oxidation reduction
## 2819 oxidation reduction
## 2820 oxidation reduction
## 2821 oxidation reduction
## 2822 oxidation reduction
## 2823 oxidation reduction
## 2824 oxidation reduction
## 2825 oxidation reduction
## 2826 oxidation reduction
## 2827 oxidation reduction
## 2828 oxidation reduction
## 2829 oxidation reduction
## 2830 oxidation reduction
## 2831 oxidation reduction
## 2832 oxidation reduction
## 2833 oxidation reduction
## 2834 oxidation reduction
## 2835 oxidation reduction
## 2836 epithelial tube morphogenesis
## 2837 epithelial tube morphogenesis
## 2838 epithelial tube morphogenesis
## 2839 epithelial tube morphogenesis
## 2840 epithelial tube morphogenesis
## 2841 epithelial tube morphogenesis
## 2842 epithelial tube morphogenesis
## 2843 epithelial tube morphogenesis
## 2844 epithelial tube morphogenesis
## 2845 epithelial tube morphogenesis
## 2846 epithelial tube morphogenesis
## 2847 epithelial tube morphogenesis
## 2848 epithelial tube morphogenesis
## 2849 epithelial tube morphogenesis
## 2850 epithelial tube morphogenesis
## 2851 epithelial tube morphogenesis
## 2852 epithelial tube morphogenesis
## 2853 epithelial tube morphogenesis
## 2854 epithelial tube morphogenesis
## 2855 epithelial tube morphogenesis
## 2856 epithelial tube morphogenesis
## 2857 epithelial tube morphogenesis
## 2858 epithelial tube morphogenesis
## 2859 epithelial tube morphogenesis
## 2860 cellular chemical homeostasis
## 2861 cellular chemical homeostasis
## 2862 cellular chemical homeostasis
## 2863 cellular chemical homeostasis
## 2864 cellular chemical homeostasis
## 2865 cellular chemical homeostasis
## 2866 cellular chemical homeostasis
## 2867 cellular chemical homeostasis
## 2868 cellular chemical homeostasis
## 2869 cellular chemical homeostasis
## 2870 cellular chemical homeostasis
## 2871 cellular chemical homeostasis
## 2872 cellular chemical homeostasis
## 2873 cellular chemical homeostasis
## 2874 cellular chemical homeostasis
## 2875 cellular chemical homeostasis
## 2876 cellular chemical homeostasis
## 2877 cellular chemical homeostasis
## 2878 cellular chemical homeostasis
## 2879 cellular chemical homeostasis
## 2880 cellular chemical homeostasis
## 2881 cellular chemical homeostasis
## 2882 cellular chemical homeostasis
## 2883 cellular chemical homeostasis
## 2884 cellular chemical homeostasis
## 2885 cellular chemical homeostasis
## 2886 cellular chemical homeostasis
## 2887 cellular chemical homeostasis
## 2888 cellular chemical homeostasis
## 2889 cellular chemical homeostasis
## 2890 cellular chemical homeostasis
## 2891 cellular chemical homeostasis
## 2892 cellular chemical homeostasis
## 2893 cellular chemical homeostasis
## 2894 cellular chemical homeostasis
## 2895 cellular chemical homeostasis
## 2896 cellular chemical homeostasis
## 2897 cellular chemical homeostasis
## 2898 cellular chemical homeostasis
## 2899 cellular chemical homeostasis
## 2900 cellular chemical homeostasis
## 2901 cellular chemical homeostasis
## 2902 cellular chemical homeostasis
## 2903 cellular chemical homeostasis
## 2904 cellular chemical homeostasis
## 2905 angiogenesis
## 2906 angiogenesis
## 2907 angiogenesis
## 2908 angiogenesis
## 2909 angiogenesis
## 2910 angiogenesis
## 2911 angiogenesis
## 2912 angiogenesis
## 2913 angiogenesis
## 2914 angiogenesis
## 2915 angiogenesis
## 2916 angiogenesis
## 2917 angiogenesis
## 2918 angiogenesis
## 2919 angiogenesis
## 2920 angiogenesis
## 2921 angiogenesis
## 2922 angiogenesis
## 2923 angiogenesis
## 2924 angiogenesis
## 2925 angiogenesis
## 2926 angiogenesis
## 2927 angiogenesis
## 2928 angiogenesis
## 2929 angiogenesis
## 2930 angiogenesis
## 2931 angiogenesis
## 2932 response to inorganic substance
## 2933 response to inorganic substance
## 2934 response to inorganic substance
## 2935 response to inorganic substance
## 2936 response to inorganic substance
## 2937 response to inorganic substance
## 2938 response to inorganic substance
## 2939 response to inorganic substance
## 2940 response to inorganic substance
## 2941 response to inorganic substance
## 2942 response to inorganic substance
## 2943 response to inorganic substance
## 2944 response to inorganic substance
## 2945 response to inorganic substance
## 2946 response to inorganic substance
## 2947 response to inorganic substance
## 2948 response to inorganic substance
## 2949 response to inorganic substance
## 2950 response to inorganic substance
## 2951 response to inorganic substance
## 2952 response to inorganic substance
## 2953 protein amino acid autophosphorylation
## 2954 protein amino acid autophosphorylation
## 2955 protein amino acid autophosphorylation
## 2956 protein amino acid autophosphorylation
## 2957 protein amino acid autophosphorylation
## 2958 protein amino acid autophosphorylation
## 2959 protein amino acid autophosphorylation
## 2960 protein amino acid autophosphorylation
## 2961 protein amino acid autophosphorylation
## 2962 protein amino acid autophosphorylation
## 2963 protein amino acid autophosphorylation
## 2964 protein amino acid autophosphorylation
## 2965 protein amino acid autophosphorylation
## 2966 protein amino acid autophosphorylation
## 2967 protein amino acid autophosphorylation
## 2968 protein amino acid autophosphorylation
## 2969 protein amino acid autophosphorylation
## 2970 purine nucleoside triphosphate metabolic process
## 2971 purine nucleoside triphosphate metabolic process
## 2972 purine nucleoside triphosphate metabolic process
## 2973 purine nucleoside triphosphate metabolic process
## 2974 purine nucleoside triphosphate metabolic process
## 2975 purine nucleoside triphosphate metabolic process
## 2976 purine nucleoside triphosphate metabolic process
## 2977 purine nucleoside triphosphate metabolic process
## 2978 purine nucleoside triphosphate metabolic process
## 2979 purine nucleoside triphosphate metabolic process
## 2980 purine nucleoside triphosphate metabolic process
## 2981 purine nucleoside triphosphate metabolic process
## 2982 purine nucleoside triphosphate metabolic process
## 2983 purine nucleoside triphosphate metabolic process
## 2984 purine nucleoside triphosphate metabolic process
## 2985 purine nucleoside triphosphate metabolic process
## 2986 purine nucleoside triphosphate metabolic process
## 2987 purine nucleoside triphosphate metabolic process
## 2988 purine nucleoside triphosphate metabolic process
## 2989 purine nucleoside triphosphate metabolic process
## 2990 purine nucleoside triphosphate metabolic process
## 2991 purine nucleoside triphosphate metabolic process
## 2992 purine nucleoside triphosphate metabolic process
## 2993 cell junction assembly
## 2994 cell junction assembly
## 2995 cell junction assembly
## 2996 cell junction assembly
## 2997 cell junction assembly
## 2998 cell junction assembly
## 2999 cell junction assembly
## 3000 cell junction assembly
## 3001 cell junction assembly
## 3002 positive regulation of transferase activity
## 3003 positive regulation of transferase activity
## 3004 positive regulation of transferase activity
## 3005 positive regulation of transferase activity
## 3006 positive regulation of transferase activity
## 3007 positive regulation of transferase activity
## 3008 positive regulation of transferase activity
## 3009 positive regulation of transferase activity
## 3010 positive regulation of transferase activity
## 3011 positive regulation of transferase activity
## 3012 positive regulation of transferase activity
## 3013 positive regulation of transferase activity
## 3014 positive regulation of transferase activity
## 3015 positive regulation of transferase activity
## 3016 positive regulation of transferase activity
## 3017 positive regulation of transferase activity
## 3018 positive regulation of transferase activity
## 3019 positive regulation of transferase activity
## 3020 positive regulation of transferase activity
## 3021 positive regulation of transferase activity
## 3022 positive regulation of transferase activity
## 3023 positive regulation of transferase activity
## 3024 positive regulation of transferase activity
## 3025 positive regulation of transferase activity
## 3026 positive regulation of transferase activity
## 3027 positive regulation of transferase activity
## 3028 positive regulation of transferase activity
## 3029 regulation of protein amino acid phosphorylation
## 3030 regulation of protein amino acid phosphorylation
## 3031 regulation of protein amino acid phosphorylation
## 3032 regulation of protein amino acid phosphorylation
## 3033 regulation of protein amino acid phosphorylation
## 3034 regulation of protein amino acid phosphorylation
## 3035 regulation of protein amino acid phosphorylation
## 3036 regulation of protein amino acid phosphorylation
## 3037 regulation of protein amino acid phosphorylation
## 3038 regulation of protein amino acid phosphorylation
## 3039 regulation of protein amino acid phosphorylation
## 3040 regulation of protein amino acid phosphorylation
## 3041 regulation of protein amino acid phosphorylation
## 3042 regulation of protein amino acid phosphorylation
## 3043 regulation of protein amino acid phosphorylation
## 3044 regulation of protein amino acid phosphorylation
## 3045 regulation of protein amino acid phosphorylation
## 3046 regulation of protein amino acid phosphorylation
## 3047 regulation of protein amino acid phosphorylation
## 3048 regulation of protein amino acid phosphorylation
## 3049 regulation of protein amino acid phosphorylation
## 3050 regulation of protein amino acid phosphorylation
## 3051 regulation of protein amino acid phosphorylation
## 3052 regulation of protein amino acid phosphorylation
## 3053 regulation of protein amino acid phosphorylation
## 3054 actin cytoskeleton organization
## 3055 actin cytoskeleton organization
## 3056 actin cytoskeleton organization
## 3057 actin cytoskeleton organization
## 3058 actin cytoskeleton organization
## 3059 actin cytoskeleton organization
## 3060 actin cytoskeleton organization
## 3061 actin cytoskeleton organization
## 3062 actin cytoskeleton organization
## 3063 actin cytoskeleton organization
## 3064 actin cytoskeleton organization
## 3065 actin cytoskeleton organization
## 3066 actin cytoskeleton organization
## 3067 actin cytoskeleton organization
## 3068 actin cytoskeleton organization
## 3069 actin cytoskeleton organization
## 3070 actin cytoskeleton organization
## 3071 actin cytoskeleton organization
## 3072 actin cytoskeleton organization
## 3073 actin cytoskeleton organization
## 3074 actin cytoskeleton organization
## 3075 actin cytoskeleton organization
## 3076 actin cytoskeleton organization
## 3077 actin cytoskeleton organization
## 3078 actin cytoskeleton organization
## 3079 actin cytoskeleton organization
## 3080 actin cytoskeleton organization
## 3081 actin cytoskeleton organization
## 3082 actin cytoskeleton organization
## 3083 actin cytoskeleton organization
## 3084 actin cytoskeleton organization
## 3085 heart morphogenesis
## 3086 heart morphogenesis
## 3087 heart morphogenesis
## 3088 heart morphogenesis
## 3089 heart morphogenesis
## 3090 heart morphogenesis
## 3091 heart morphogenesis
## 3092 heart morphogenesis
## 3093 heart morphogenesis
## 3094 heart morphogenesis
## 3095 heart morphogenesis
## 3096 heart morphogenesis
## 3097 heart morphogenesis
## 3098 heart morphogenesis
## 3099 heart morphogenesis
## 3100 heart morphogenesis
## 3101 heart morphogenesis
## 3102 heart morphogenesis
## 3103 purine nucleoside triphosphate biosynthetic process
## 3104 purine nucleoside triphosphate biosynthetic process
## 3105 purine nucleoside triphosphate biosynthetic process
## 3106 purine nucleoside triphosphate biosynthetic process
## 3107 purine nucleoside triphosphate biosynthetic process
## 3108 purine nucleoside triphosphate biosynthetic process
## 3109 purine nucleoside triphosphate biosynthetic process
## 3110 purine nucleoside triphosphate biosynthetic process
## 3111 purine nucleoside triphosphate biosynthetic process
## 3112 purine nucleoside triphosphate biosynthetic process
## 3113 purine nucleoside triphosphate biosynthetic process
## 3114 purine nucleoside triphosphate biosynthetic process
## 3115 purine nucleoside triphosphate biosynthetic process
## 3116 purine nucleoside triphosphate biosynthetic process
## 3117 purine nucleoside triphosphate biosynthetic process
## 3118 purine nucleoside triphosphate biosynthetic process
## 3119 purine nucleoside triphosphate biosynthetic process
## 3120 purine nucleoside triphosphate biosynthetic process
## 3121 purine nucleoside triphosphate biosynthetic process
## 3122 purine nucleoside triphosphate biosynthetic process
## 3123 purine nucleoside triphosphate biosynthetic process
## 3124 purine ribonucleoside triphosphate metabolic process
## 3125 purine ribonucleoside triphosphate metabolic process
## 3126 purine ribonucleoside triphosphate metabolic process
## 3127 purine ribonucleoside triphosphate metabolic process
## 3128 purine ribonucleoside triphosphate metabolic process
## 3129 purine ribonucleoside triphosphate metabolic process
## 3130 purine ribonucleoside triphosphate metabolic process
## 3131 purine ribonucleoside triphosphate metabolic process
## 3132 purine ribonucleoside triphosphate metabolic process
## 3133 purine ribonucleoside triphosphate metabolic process
## 3134 purine ribonucleoside triphosphate metabolic process
## 3135 purine ribonucleoside triphosphate metabolic process
## 3136 purine ribonucleoside triphosphate metabolic process
## 3137 purine ribonucleoside triphosphate metabolic process
## 3138 purine ribonucleoside triphosphate metabolic process
## 3139 purine ribonucleoside triphosphate metabolic process
## 3140 purine ribonucleoside triphosphate metabolic process
## 3141 purine ribonucleoside triphosphate metabolic process
## 3142 purine ribonucleoside triphosphate metabolic process
## 3143 purine ribonucleoside triphosphate metabolic process
## 3144 purine ribonucleoside triphosphate metabolic process
## 3145 purine ribonucleoside triphosphate metabolic process
## 3146 cell junction organization
## 3147 cell junction organization
## 3148 cell junction organization
## 3149 cell junction organization
## 3150 cell junction organization
## 3151 cell junction organization
## 3152 cell junction organization
## 3153 cell junction organization
## 3154 cell junction organization
## 3155 cell junction organization
## 3156 cell junction organization
## 3157 positive regulation of kinase activity
## 3158 positive regulation of kinase activity
## 3159 positive regulation of kinase activity
## 3160 positive regulation of kinase activity
## 3161 positive regulation of kinase activity
## 3162 positive regulation of kinase activity
## 3163 positive regulation of kinase activity
## 3164 positive regulation of kinase activity
## 3165 positive regulation of kinase activity
## 3166 positive regulation of kinase activity
## 3167 positive regulation of kinase activity
## 3168 positive regulation of kinase activity
## 3169 positive regulation of kinase activity
## 3170 positive regulation of kinase activity
## 3171 positive regulation of kinase activity
## 3172 positive regulation of kinase activity
## 3173 positive regulation of kinase activity
## 3174 positive regulation of kinase activity
## 3175 positive regulation of kinase activity
## 3176 positive regulation of kinase activity
## 3177 positive regulation of kinase activity
## 3178 positive regulation of kinase activity
## 3179 positive regulation of kinase activity
## 3180 positive regulation of kinase activity
## 3181 positive regulation of kinase activity
## 3182 positive regulation of kinase activity
## 3183 cellular cation homeostasis
## 3184 cellular cation homeostasis
## 3185 cellular cation homeostasis
## 3186 cellular cation homeostasis
## 3187 cellular cation homeostasis
## 3188 cellular cation homeostasis
## 3189 cellular cation homeostasis
## 3190 cellular cation homeostasis
## 3191 cellular cation homeostasis
## 3192 cellular cation homeostasis
## 3193 cellular cation homeostasis
## 3194 cellular cation homeostasis
## 3195 cellular cation homeostasis
## 3196 cellular cation homeostasis
## 3197 cellular cation homeostasis
## 3198 cellular cation homeostasis
## 3199 cellular cation homeostasis
## 3200 cellular cation homeostasis
## 3201 cellular cation homeostasis
## 3202 cellular cation homeostasis
## 3203 cellular cation homeostasis
## 3204 cellular cation homeostasis
## 3205 cellular cation homeostasis
## 3206 cellular cation homeostasis
## 3207 cellular cation homeostasis
## 3208 cellular cation homeostasis
## 3209 cellular cation homeostasis
## 3210 cellular cation homeostasis
## 3211 cellular cation homeostasis
## 3212 nucleoside triphosphate biosynthetic process
## 3213 nucleoside triphosphate biosynthetic process
## 3214 nucleoside triphosphate biosynthetic process
## 3215 nucleoside triphosphate biosynthetic process
## 3216 nucleoside triphosphate biosynthetic process
## 3217 nucleoside triphosphate biosynthetic process
## 3218 nucleoside triphosphate biosynthetic process
## 3219 nucleoside triphosphate biosynthetic process
## 3220 nucleoside triphosphate biosynthetic process
## 3221 nucleoside triphosphate biosynthetic process
## 3222 nucleoside triphosphate biosynthetic process
## 3223 nucleoside triphosphate biosynthetic process
## 3224 nucleoside triphosphate biosynthetic process
## 3225 nucleoside triphosphate biosynthetic process
## 3226 nucleoside triphosphate biosynthetic process
## 3227 nucleoside triphosphate biosynthetic process
## 3228 nucleoside triphosphate biosynthetic process
## 3229 nucleoside triphosphate biosynthetic process
## 3230 nucleoside triphosphate biosynthetic process
## 3231 nucleoside triphosphate biosynthetic process
## 3232 nucleoside triphosphate biosynthetic process
## 3233 ribonucleoside triphosphate metabolic process
## 3234 ribonucleoside triphosphate metabolic process
## 3235 ribonucleoside triphosphate metabolic process
## 3236 ribonucleoside triphosphate metabolic process
## 3237 ribonucleoside triphosphate metabolic process
## 3238 ribonucleoside triphosphate metabolic process
## 3239 ribonucleoside triphosphate metabolic process
## 3240 ribonucleoside triphosphate metabolic process
## 3241 ribonucleoside triphosphate metabolic process
## 3242 ribonucleoside triphosphate metabolic process
## 3243 ribonucleoside triphosphate metabolic process
## 3244 ribonucleoside triphosphate metabolic process
## 3245 ribonucleoside triphosphate metabolic process
## 3246 ribonucleoside triphosphate metabolic process
## 3247 ribonucleoside triphosphate metabolic process
## 3248 ribonucleoside triphosphate metabolic process
## 3249 ribonucleoside triphosphate metabolic process
## 3250 ribonucleoside triphosphate metabolic process
## 3251 ribonucleoside triphosphate metabolic process
## 3252 ribonucleoside triphosphate metabolic process
## 3253 ribonucleoside triphosphate metabolic process
## 3254 ribonucleoside triphosphate metabolic process
## 3255 muscle cell proliferation
## 3256 muscle cell proliferation
## 3257 muscle cell proliferation
## 3258 muscle cell proliferation
## 3259 muscle cell proliferation
## 3260 muscle cell proliferation
## 3261 positive regulation of protein kinase activity
## 3262 positive regulation of protein kinase activity
## 3263 positive regulation of protein kinase activity
## 3264 positive regulation of protein kinase activity
## 3265 positive regulation of protein kinase activity
## 3266 positive regulation of protein kinase activity
## 3267 positive regulation of protein kinase activity
## 3268 positive regulation of protein kinase activity
## 3269 positive regulation of protein kinase activity
## 3270 positive regulation of protein kinase activity
## 3271 positive regulation of protein kinase activity
## 3272 positive regulation of protein kinase activity
## 3273 positive regulation of protein kinase activity
## 3274 positive regulation of protein kinase activity
## 3275 positive regulation of protein kinase activity
## 3276 positive regulation of protein kinase activity
## 3277 positive regulation of protein kinase activity
## 3278 positive regulation of protein kinase activity
## 3279 positive regulation of protein kinase activity
## 3280 positive regulation of protein kinase activity
## 3281 positive regulation of protein kinase activity
## 3282 positive regulation of protein kinase activity
## 3283 positive regulation of protein kinase activity
## 3284 positive regulation of protein kinase activity
## 3285 positive regulation of protein kinase activity
## 3286 positive regulation of catalytic activity
## 3287 positive regulation of catalytic activity
## 3288 positive regulation of catalytic activity
## 3289 positive regulation of catalytic activity
## 3290 positive regulation of catalytic activity
## 3291 positive regulation of catalytic activity
## 3292 positive regulation of catalytic activity
## 3293 positive regulation of catalytic activity
## 3294 positive regulation of catalytic activity
## 3295 positive regulation of catalytic activity
## 3296 positive regulation of catalytic activity
## 3297 positive regulation of catalytic activity
## 3298 positive regulation of catalytic activity
## 3299 positive regulation of catalytic activity
## 3300 positive regulation of catalytic activity
## 3301 positive regulation of catalytic activity
## 3302 positive regulation of catalytic activity
## 3303 positive regulation of catalytic activity
## 3304 positive regulation of catalytic activity
## 3305 positive regulation of catalytic activity
## 3306 positive regulation of catalytic activity
## 3307 positive regulation of catalytic activity
## 3308 positive regulation of catalytic activity
## 3309 positive regulation of catalytic activity
## 3310 positive regulation of catalytic activity
## 3311 positive regulation of catalytic activity
## 3312 positive regulation of catalytic activity
## 3313 positive regulation of catalytic activity
## 3314 positive regulation of catalytic activity
## 3315 positive regulation of catalytic activity
## 3316 positive regulation of catalytic activity
## 3317 positive regulation of catalytic activity
## 3318 positive regulation of catalytic activity
## 3319 positive regulation of catalytic activity
## 3320 positive regulation of catalytic activity
## 3321 positive regulation of catalytic activity
## 3322 positive regulation of catalytic activity
## 3323 positive regulation of catalytic activity
## 3324 positive regulation of catalytic activity
## 3325 positive regulation of catalytic activity
## 3326 positive regulation of catalytic activity
## 3327 positive regulation of catalytic activity
## 3328 positive regulation of catalytic activity
## 3329 cellular ion homeostasis
## 3330 cellular ion homeostasis
## 3331 cellular ion homeostasis
## 3332 cellular ion homeostasis
## 3333 cellular ion homeostasis
## 3334 cellular ion homeostasis
## 3335 cellular ion homeostasis
## 3336 cellular ion homeostasis
## 3337 cellular ion homeostasis
## 3338 cellular ion homeostasis
## 3339 cellular ion homeostasis
## 3340 cellular ion homeostasis
## 3341 cellular ion homeostasis
## 3342 cellular ion homeostasis
## 3343 cellular ion homeostasis
## 3344 cellular ion homeostasis
## 3345 cellular ion homeostasis
## 3346 cellular ion homeostasis
## 3347 cellular ion homeostasis
## 3348 cellular ion homeostasis
## 3349 cellular ion homeostasis
## 3350 cellular ion homeostasis
## 3351 cellular ion homeostasis
## 3352 cellular ion homeostasis
## 3353 cellular ion homeostasis
## 3354 cellular ion homeostasis
## 3355 cellular ion homeostasis
## 3356 cellular ion homeostasis
## 3357 cellular ion homeostasis
## 3358 cellular ion homeostasis
## 3359 cellular ion homeostasis
## 3360 cellular ion homeostasis
## 3361 cellular ion homeostasis
## 3362 cellular ion homeostasis
## 3363 cellular ion homeostasis
## 3364 cellular ion homeostasis
## 3365 cellular ion homeostasis
## 3366 cellular ion homeostasis
## 3367 cellular ion homeostasis
## 3368 cellular ion homeostasis
## 3369 cellular ion homeostasis
## 3370 cellular ion homeostasis
## 3371 cellular ion homeostasis
## 3372 muscle cell differentiation
## 3373 muscle cell differentiation
## 3374 muscle cell differentiation
## 3375 muscle cell differentiation
## 3376 muscle cell differentiation
## 3377 muscle cell differentiation
## 3378 muscle cell differentiation
## 3379 muscle cell differentiation
## 3380 muscle cell differentiation
## 3381 muscle cell differentiation
## 3382 muscle cell differentiation
## 3383 muscle cell differentiation
## 3384 muscle cell differentiation
## 3385 muscle cell differentiation
## 3386 muscle cell differentiation
## 3387 muscle cell differentiation
## 3388 muscle cell differentiation
## 3389 muscle cell differentiation
## 3390 muscle cell differentiation
## 3391 muscle cell differentiation
## 3392 muscle cell differentiation
## 3393 muscle cell differentiation
## 3394 muscle cell differentiation
## 3395 muscle cell differentiation
## 3396 cellular component morphogenesis
## 3397 cellular component morphogenesis
## 3398 cellular component morphogenesis
## 3399 cellular component morphogenesis
## 3400 cellular component morphogenesis
## 3401 cellular component morphogenesis
## 3402 cellular component morphogenesis
## 3403 cellular component morphogenesis
## 3404 cellular component morphogenesis
## 3405 cellular component morphogenesis
## 3406 cellular component morphogenesis
## 3407 cellular component morphogenesis
## 3408 cellular component morphogenesis
## 3409 cellular component morphogenesis
## 3410 cellular component morphogenesis
## 3411 cellular component morphogenesis
## 3412 cellular component morphogenesis
## 3413 cellular component morphogenesis
## 3414 cellular component morphogenesis
## 3415 cellular component morphogenesis
## 3416 cellular component morphogenesis
## 3417 cellular component morphogenesis
## 3418 cellular component morphogenesis
## 3419 cellular component morphogenesis
## 3420 cellular component morphogenesis
## 3421 cellular component morphogenesis
## 3422 cellular component morphogenesis
## 3423 cellular component morphogenesis
## 3424 cellular component morphogenesis
## 3425 cellular component morphogenesis
## 3426 cellular component morphogenesis
## 3427 cellular component morphogenesis
## 3428 cellular component morphogenesis
## 3429 cellular component morphogenesis
## 3430 cellular component morphogenesis
## 3431 cellular component morphogenesis
## 3432 cellular component morphogenesis
## 3433 cellular component morphogenesis
## 3434 cellular component morphogenesis
## 3435 cellular component morphogenesis
## 3436 cellular component morphogenesis
## 3437 cellular component morphogenesis
## 3438 cellular component morphogenesis
## 3439 cellular component morphogenesis
## 3440 cellular component morphogenesis
## 3441 cellular component morphogenesis
## 3442 cellular component morphogenesis
## 3443 cellular component morphogenesis
## 3444 cellular component morphogenesis
## 3445 cellular component morphogenesis
## 3446 cellular component morphogenesis
## 3447 cellular component morphogenesis
## 3448 cellular component morphogenesis
## 3449 cellular component morphogenesis
## 3450 ribonucleotide metabolic process
## 3451 ribonucleotide metabolic process
## 3452 ribonucleotide metabolic process
## 3453 ribonucleotide metabolic process
## 3454 ribonucleotide metabolic process
## 3455 ribonucleotide metabolic process
## 3456 ribonucleotide metabolic process
## 3457 ribonucleotide metabolic process
## 3458 ribonucleotide metabolic process
## 3459 ribonucleotide metabolic process
## 3460 ribonucleotide metabolic process
## 3461 ribonucleotide metabolic process
## 3462 ribonucleotide metabolic process
## 3463 ribonucleotide metabolic process
## 3464 ribonucleotide metabolic process
## 3465 ribonucleotide metabolic process
## 3466 ribonucleotide metabolic process
## 3467 ribonucleotide metabolic process
## 3468 ribonucleotide metabolic process
## 3469 ribonucleotide metabolic process
## 3470 ribonucleotide metabolic process
## 3471 ribonucleotide metabolic process
## 3472 ribonucleotide metabolic process
## 3473 ribonucleotide metabolic process
## 3474 ribonucleotide metabolic process
## 3475 ATP metabolic process
## 3476 ATP metabolic process
## 3477 ATP metabolic process
## 3478 ATP metabolic process
## 3479 ATP metabolic process
## 3480 ATP metabolic process
## 3481 ATP metabolic process
## 3482 ATP metabolic process
## 3483 ATP metabolic process
## 3484 ATP metabolic process
## 3485 ATP metabolic process
## 3486 ATP metabolic process
## 3487 ATP metabolic process
## 3488 ATP metabolic process
## 3489 ATP metabolic process
## 3490 ATP metabolic process
## 3491 ATP metabolic process
## 3492 ATP metabolic process
## 3493 ATP metabolic process
## 3494 ATP metabolic process
## 3495 negative regulation of protein kinase activity
## 3496 negative regulation of protein kinase activity
## 3497 negative regulation of protein kinase activity
## 3498 negative regulation of protein kinase activity
## 3499 negative regulation of protein kinase activity
## 3500 negative regulation of protein kinase activity
## 3501 negative regulation of protein kinase activity
## 3502 negative regulation of protein kinase activity
## 3503 negative regulation of protein kinase activity
## 3504 negative regulation of protein kinase activity
## 3505 negative regulation of protein kinase activity
## 3506 negative regulation of protein kinase activity
## 3507 negative regulation of protein kinase activity
## 3508 negative regulation of protein kinase activity
## 3509 negative regulation of kinase activity
## 3510 negative regulation of kinase activity
## 3511 negative regulation of kinase activity
## 3512 negative regulation of kinase activity
## 3513 negative regulation of kinase activity
## 3514 negative regulation of kinase activity
## 3515 negative regulation of kinase activity
## 3516 negative regulation of kinase activity
## 3517 negative regulation of kinase activity
## 3518 negative regulation of kinase activity
## 3519 negative regulation of kinase activity
## 3520 negative regulation of kinase activity
## 3521 negative regulation of kinase activity
## 3522 negative regulation of kinase activity
## 3523 ribonucleotide biosynthetic process
## 3524 ribonucleotide biosynthetic process
## 3525 ribonucleotide biosynthetic process
## 3526 ribonucleotide biosynthetic process
## 3527 ribonucleotide biosynthetic process
## 3528 ribonucleotide biosynthetic process
## 3529 ribonucleotide biosynthetic process
## 3530 ribonucleotide biosynthetic process
## 3531 ribonucleotide biosynthetic process
## 3532 ribonucleotide biosynthetic process
## 3533 ribonucleotide biosynthetic process
## 3534 ribonucleotide biosynthetic process
## 3535 ribonucleotide biosynthetic process
## 3536 ribonucleotide biosynthetic process
## 3537 ribonucleotide biosynthetic process
## 3538 ribonucleotide biosynthetic process
## 3539 ribonucleotide biosynthetic process
## 3540 ribonucleotide biosynthetic process
## 3541 ribonucleotide biosynthetic process
## 3542 ribonucleotide biosynthetic process
## 3543 ribonucleotide biosynthetic process
## 3544 ribonucleotide biosynthetic process
## 3545 ribonucleotide biosynthetic process
## 3546 regulation of MAP kinase activity
## 3547 regulation of MAP kinase activity
## 3548 regulation of MAP kinase activity
## 3549 regulation of MAP kinase activity
## 3550 regulation of MAP kinase activity
## 3551 regulation of MAP kinase activity
## 3552 regulation of MAP kinase activity
## 3553 regulation of MAP kinase activity
## 3554 regulation of MAP kinase activity
## 3555 regulation of MAP kinase activity
## 3556 regulation of MAP kinase activity
## 3557 regulation of MAP kinase activity
## 3558 regulation of MAP kinase activity
## 3559 regulation of MAP kinase activity
## 3560 regulation of MAP kinase activity
## 3561 regulation of MAP kinase activity
## 3562 regulation of MAP kinase activity
## 3563 regulation of MAP kinase activity
## 3564 regulation of MAP kinase activity
## 3565 purine ribonucleotide metabolic process
## 3566 purine ribonucleotide metabolic process
## 3567 purine ribonucleotide metabolic process
## 3568 purine ribonucleotide metabolic process
## 3569 purine ribonucleotide metabolic process
## 3570 purine ribonucleotide metabolic process
## 3571 purine ribonucleotide metabolic process
## 3572 purine ribonucleotide metabolic process
## 3573 purine ribonucleotide metabolic process
## 3574 purine ribonucleotide metabolic process
## 3575 purine ribonucleotide metabolic process
## 3576 purine ribonucleotide metabolic process
## 3577 purine ribonucleotide metabolic process
## 3578 purine ribonucleotide metabolic process
## 3579 purine ribonucleotide metabolic process
## 3580 purine ribonucleotide metabolic process
## 3581 purine ribonucleotide metabolic process
## 3582 purine ribonucleotide metabolic process
## 3583 purine ribonucleotide metabolic process
## 3584 purine ribonucleotide metabolic process
## 3585 purine ribonucleotide metabolic process
## 3586 purine ribonucleotide metabolic process
## 3587 purine ribonucleotide metabolic process
## 3588 purine ribonucleotide metabolic process
## 3589 cell-substrate junction assembly
## 3590 cell-substrate junction assembly
## 3591 cell-substrate junction assembly
## 3592 cell-substrate junction assembly
## 3593 cell-substrate junction assembly
## 3594 cell-substrate junction assembly
## 3595 cell-substrate junction assembly
## 3596 chemical homeostasis
## 3597 chemical homeostasis
## 3598 chemical homeostasis
## 3599 chemical homeostasis
## 3600 chemical homeostasis
## 3601 chemical homeostasis
## 3602 chemical homeostasis
## 3603 chemical homeostasis
## 3604 chemical homeostasis
## 3605 chemical homeostasis
## 3606 chemical homeostasis
## 3607 chemical homeostasis
## 3608 chemical homeostasis
## 3609 chemical homeostasis
## 3610 chemical homeostasis
## 3611 chemical homeostasis
## 3612 chemical homeostasis
## 3613 chemical homeostasis
## 3614 chemical homeostasis
## 3615 chemical homeostasis
## 3616 chemical homeostasis
## 3617 chemical homeostasis
## 3618 chemical homeostasis
## 3619 chemical homeostasis
## 3620 chemical homeostasis
## 3621 chemical homeostasis
## 3622 chemical homeostasis
## 3623 chemical homeostasis
## 3624 chemical homeostasis
## 3625 chemical homeostasis
## 3626 chemical homeostasis
## 3627 chemical homeostasis
## 3628 chemical homeostasis
## 3629 chemical homeostasis
## 3630 chemical homeostasis
## 3631 chemical homeostasis
## 3632 chemical homeostasis
## 3633 chemical homeostasis
## 3634 chemical homeostasis
## 3635 chemical homeostasis
## 3636 chemical homeostasis
## 3637 chemical homeostasis
## 3638 chemical homeostasis
## 3639 chemical homeostasis
## 3640 chemical homeostasis
## 3641 chemical homeostasis
## 3642 chemical homeostasis
## 3643 chemical homeostasis
## 3644 chemical homeostasis
## 3645 chemical homeostasis
## 3646 chemical homeostasis
## 3647 chemical homeostasis
## 3648 chemical homeostasis
## 3649 chemical homeostasis
## 3650 chemical homeostasis
## 3651 negative regulation of transferase activity
## 3652 negative regulation of transferase activity
## 3653 negative regulation of transferase activity
## 3654 negative regulation of transferase activity
## 3655 negative regulation of transferase activity
## 3656 negative regulation of transferase activity
## 3657 negative regulation of transferase activity
## 3658 negative regulation of transferase activity
## 3659 negative regulation of transferase activity
## 3660 negative regulation of transferase activity
## 3661 negative regulation of transferase activity
## 3662 negative regulation of transferase activity
## 3663 negative regulation of transferase activity
## 3664 negative regulation of transferase activity
## 3665 cell-cell adhesion
## 3666 cell-cell adhesion
## 3667 cell-cell adhesion
## 3668 cell-cell adhesion
## 3669 cell-cell adhesion
## 3670 cell-cell adhesion
## 3671 cell-cell adhesion
## 3672 cell-cell adhesion
## 3673 cell-cell adhesion
## 3674 cell-cell adhesion
## 3675 cell-cell adhesion
## 3676 cell-cell adhesion
## 3677 cell-cell adhesion
## 3678 cell-cell adhesion
## 3679 cell-cell adhesion
## 3680 cell-cell adhesion
## 3681 cell-cell adhesion
## 3682 cell-cell adhesion
## 3683 cell-cell adhesion
## 3684 cell-cell adhesion
## 3685 cell-cell adhesion
## 3686 cell-cell adhesion
## 3687 cell-cell adhesion
## 3688 cell-cell adhesion
## 3689 cell-cell adhesion
## 3690 cell-cell adhesion
## 3691 cell-cell adhesion
## 3692 cell-cell adhesion
## 3693 cell-cell adhesion
## 3694 cell-cell adhesion
## 3695 cell-cell adhesion
## 3696 cell-cell adhesion
## 3697 cell-cell adhesion
## 3698 cell-cell adhesion
## 3699 cell-cell adhesion
## 3700 cell-cell adhesion
## 3701 cell-cell adhesion
## 3702 cell-cell adhesion
## 3703 cell-cell adhesion
## 3704 purine ribonucleotide biosynthetic process
## 3705 purine ribonucleotide biosynthetic process
## 3706 purine ribonucleotide biosynthetic process
## 3707 purine ribonucleotide biosynthetic process
## 3708 purine ribonucleotide biosynthetic process
## 3709 purine ribonucleotide biosynthetic process
## 3710 purine ribonucleotide biosynthetic process
## 3711 purine ribonucleotide biosynthetic process
## 3712 purine ribonucleotide biosynthetic process
## 3713 purine ribonucleotide biosynthetic process
## 3714 purine ribonucleotide biosynthetic process
## 3715 purine ribonucleotide biosynthetic process
## 3716 purine ribonucleotide biosynthetic process
## 3717 purine ribonucleotide biosynthetic process
## 3718 purine ribonucleotide biosynthetic process
## 3719 purine ribonucleotide biosynthetic process
## 3720 purine ribonucleotide biosynthetic process
## 3721 purine ribonucleotide biosynthetic process
## 3722 purine ribonucleotide biosynthetic process
## 3723 purine ribonucleotide biosynthetic process
## 3724 purine ribonucleotide biosynthetic process
## 3725 purine ribonucleotide biosynthetic process
## 3726 purine ribonucleoside triphosphate biosynthetic process
## 3727 purine ribonucleoside triphosphate biosynthetic process
## 3728 purine ribonucleoside triphosphate biosynthetic process
## 3729 purine ribonucleoside triphosphate biosynthetic process
## 3730 purine ribonucleoside triphosphate biosynthetic process
## 3731 purine ribonucleoside triphosphate biosynthetic process
## 3732 purine ribonucleoside triphosphate biosynthetic process
## 3733 purine ribonucleoside triphosphate biosynthetic process
## 3734 purine ribonucleoside triphosphate biosynthetic process
## 3735 purine ribonucleoside triphosphate biosynthetic process
## 3736 purine ribonucleoside triphosphate biosynthetic process
## 3737 purine ribonucleoside triphosphate biosynthetic process
## 3738 purine ribonucleoside triphosphate biosynthetic process
## 3739 purine ribonucleoside triphosphate biosynthetic process
## 3740 purine ribonucleoside triphosphate biosynthetic process
## 3741 purine ribonucleoside triphosphate biosynthetic process
## 3742 purine ribonucleoside triphosphate biosynthetic process
## 3743 purine ribonucleoside triphosphate biosynthetic process
## 3744 purine ribonucleoside triphosphate biosynthetic process
## 3745 purine ribonucleoside triphosphate biosynthetic process
## 3746 ribonucleoside triphosphate biosynthetic process
## 3747 ribonucleoside triphosphate biosynthetic process
## 3748 ribonucleoside triphosphate biosynthetic process
## 3749 ribonucleoside triphosphate biosynthetic process
## 3750 ribonucleoside triphosphate biosynthetic process
## 3751 ribonucleoside triphosphate biosynthetic process
## 3752 ribonucleoside triphosphate biosynthetic process
## 3753 ribonucleoside triphosphate biosynthetic process
## 3754 ribonucleoside triphosphate biosynthetic process
## 3755 ribonucleoside triphosphate biosynthetic process
## 3756 ribonucleoside triphosphate biosynthetic process
## 3757 ribonucleoside triphosphate biosynthetic process
## 3758 ribonucleoside triphosphate biosynthetic process
## 3759 ribonucleoside triphosphate biosynthetic process
## 3760 ribonucleoside triphosphate biosynthetic process
## 3761 ribonucleoside triphosphate biosynthetic process
## 3762 ribonucleoside triphosphate biosynthetic process
## 3763 ribonucleoside triphosphate biosynthetic process
## 3764 ribonucleoside triphosphate biosynthetic process
## 3765 ribonucleoside triphosphate biosynthetic process
## 3766 plasma membrane
## 3767 plasma membrane
## 3768 plasma membrane
## 3769 plasma membrane
## 3770 plasma membrane
## 3771 plasma membrane
## 3772 plasma membrane
## 3773 plasma membrane
## 3774 plasma membrane
## 3775 plasma membrane
## 3776 plasma membrane
## 3777 plasma membrane
## 3778 plasma membrane
## 3779 plasma membrane
## 3780 plasma membrane
## 3781 plasma membrane
## 3782 plasma membrane
## 3783 plasma membrane
## 3784 plasma membrane
## 3785 plasma membrane
## 3786 plasma membrane
## 3787 plasma membrane
## 3788 plasma membrane
## 3789 plasma membrane
## 3790 plasma membrane
## 3791 plasma membrane
## 3792 plasma membrane
## 3793 plasma membrane
## 3794 plasma membrane
## 3795 plasma membrane
## 3796 plasma membrane
## 3797 plasma membrane
## 3798 plasma membrane
## 3799 plasma membrane
## 3800 plasma membrane
## 3801 plasma membrane
## 3802 plasma membrane
## 3803 plasma membrane
## 3804 plasma membrane
## 3805 plasma membrane
## 3806 plasma membrane
## 3807 plasma membrane
## 3808 plasma membrane
## 3809 plasma membrane
## 3810 plasma membrane
## 3811 plasma membrane
## 3812 plasma membrane
## 3813 plasma membrane
## 3814 plasma membrane
## 3815 plasma membrane
## 3816 plasma membrane
## 3817 plasma membrane
## 3818 plasma membrane
## 3819 plasma membrane
## 3820 plasma membrane
## 3821 plasma membrane
## 3822 plasma membrane
## 3823 plasma membrane
## 3824 plasma membrane
## 3825 plasma membrane
## 3826 plasma membrane
## 3827 plasma membrane
## 3828 plasma membrane
## 3829 plasma membrane
## 3830 plasma membrane
## 3831 plasma membrane
## 3832 plasma membrane
## 3833 plasma membrane
## 3834 plasma membrane
## 3835 plasma membrane
## 3836 plasma membrane
## 3837 plasma membrane
## 3838 plasma membrane
## 3839 plasma membrane
## 3840 plasma membrane
## 3841 plasma membrane
## 3842 plasma membrane
## 3843 plasma membrane
## 3844 plasma membrane
## 3845 plasma membrane
## 3846 plasma membrane
## 3847 plasma membrane
## 3848 plasma membrane
## 3849 plasma membrane
## 3850 plasma membrane
## 3851 plasma membrane
## 3852 plasma membrane
## 3853 plasma membrane
## 3854 plasma membrane
## 3855 plasma membrane
## 3856 plasma membrane
## 3857 plasma membrane
## 3858 plasma membrane
## 3859 plasma membrane
## 3860 plasma membrane
## 3861 plasma membrane
## 3862 plasma membrane
## 3863 plasma membrane
## 3864 plasma membrane
## 3865 plasma membrane
## 3866 plasma membrane
## 3867 plasma membrane
## 3868 plasma membrane
## 3869 plasma membrane
## 3870 plasma membrane
## 3871 plasma membrane
## 3872 plasma membrane
## 3873 plasma membrane
## 3874 plasma membrane
## 3875 plasma membrane
## 3876 plasma membrane
## 3877 plasma membrane
## 3878 plasma membrane
## 3879 plasma membrane
## 3880 plasma membrane
## 3881 plasma membrane
## 3882 plasma membrane
## 3883 plasma membrane
## 3884 plasma membrane
## 3885 plasma membrane
## 3886 plasma membrane
## 3887 plasma membrane
## 3888 plasma membrane
## 3889 plasma membrane
## 3890 plasma membrane
## 3891 plasma membrane
## 3892 plasma membrane
## 3893 plasma membrane
## 3894 plasma membrane
## 3895 plasma membrane
## 3896 plasma membrane
## 3897 plasma membrane
## 3898 plasma membrane
## 3899 plasma membrane
## 3900 plasma membrane
## 3901 plasma membrane
## 3902 plasma membrane
## 3903 plasma membrane
## 3904 plasma membrane
## 3905 plasma membrane
## 3906 plasma membrane
## 3907 plasma membrane
## 3908 plasma membrane
## 3909 plasma membrane
## 3910 plasma membrane
## 3911 plasma membrane
## 3912 plasma membrane
## 3913 plasma membrane
## 3914 plasma membrane
## 3915 plasma membrane
## 3916 plasma membrane
## 3917 plasma membrane
## 3918 plasma membrane
## 3919 plasma membrane
## 3920 plasma membrane
## 3921 plasma membrane
## 3922 plasma membrane
## 3923 plasma membrane
## 3924 plasma membrane
## 3925 plasma membrane
## 3926 plasma membrane
## 3927 plasma membrane
## 3928 plasma membrane
## 3929 plasma membrane
## 3930 plasma membrane
## 3931 plasma membrane
## 3932 plasma membrane
## 3933 plasma membrane
## 3934 plasma membrane
## 3935 plasma membrane
## 3936 plasma membrane
## 3937 plasma membrane
## 3938 plasma membrane
## 3939 plasma membrane
## 3940 plasma membrane
## 3941 plasma membrane
## 3942 plasma membrane
## 3943 plasma membrane
## 3944 plasma membrane
## 3945 plasma membrane
## 3946 plasma membrane
## 3947 plasma membrane
## 3948 plasma membrane
## 3949 plasma membrane
## 3950 plasma membrane
## 3951 plasma membrane
## 3952 plasma membrane
## 3953 plasma membrane
## 3954 plasma membrane
## 3955 plasma membrane
## 3956 plasma membrane
## 3957 plasma membrane
## 3958 plasma membrane
## 3959 plasma membrane
## 3960 plasma membrane
## 3961 plasma membrane
## 3962 plasma membrane
## 3963 plasma membrane
## 3964 plasma membrane
## 3965 plasma membrane
## 3966 plasma membrane
## 3967 plasma membrane
## 3968 plasma membrane
## 3969 plasma membrane
## 3970 plasma membrane
## 3971 plasma membrane
## 3972 plasma membrane
## 3973 plasma membrane
## 3974 plasma membrane
## 3975 plasma membrane
## 3976 plasma membrane
## 3977 plasma membrane
## 3978 plasma membrane
## 3979 plasma membrane
## 3980 plasma membrane
## 3981 plasma membrane
## 3982 plasma membrane
## 3983 plasma membrane
## 3984 plasma membrane
## 3985 plasma membrane
## 3986 plasma membrane
## 3987 plasma membrane
## 3988 plasma membrane
## 3989 plasma membrane
## 3990 plasma membrane
## 3991 plasma membrane
## 3992 plasma membrane
## 3993 plasma membrane
## 3994 plasma membrane
## 3995 plasma membrane
## 3996 plasma membrane
## 3997 plasma membrane
## 3998 plasma membrane
## 3999 plasma membrane
## 4000 plasma membrane
## 4001 plasma membrane
## 4002 plasma membrane
## 4003 plasma membrane
## 4004 plasma membrane
## 4005 plasma membrane
## 4006 plasma membrane
## 4007 plasma membrane
## 4008 plasma membrane
## 4009 plasma membrane
## 4010 plasma membrane
## 4011 plasma membrane
## 4012 plasma membrane
## 4013 plasma membrane
## 4014 plasma membrane
## 4015 plasma membrane
## 4016 plasma membrane
## 4017 plasma membrane
## 4018 plasma membrane
## 4019 plasma membrane
## 4020 plasma membrane
## 4021 plasma membrane
## 4022 plasma membrane
## 4023 plasma membrane
## 4024 plasma membrane
## 4025 plasma membrane
## 4026 plasma membrane
## 4027 plasma membrane
## 4028 plasma membrane
## 4029 plasma membrane
## 4030 plasma membrane
## 4031 plasma membrane
## 4032 plasma membrane
## 4033 plasma membrane
## 4034 plasma membrane
## 4035 plasma membrane
## 4036 plasma membrane
## 4037 plasma membrane
## 4038 plasma membrane
## 4039 plasma membrane
## 4040 plasma membrane
## 4041 plasma membrane
## 4042 plasma membrane
## 4043 plasma membrane
## 4044 plasma membrane
## 4045 plasma membrane
## 4046 plasma membrane
## 4047 plasma membrane
## 4048 plasma membrane
## 4049 plasma membrane
## 4050 plasma membrane
## 4051 plasma membrane
## 4052 plasma membrane
## 4053 plasma membrane
## 4054 plasma membrane
## 4055 plasma membrane
## 4056 plasma membrane
## 4057 plasma membrane
## 4058 plasma membrane
## 4059 plasma membrane
## 4060 plasma membrane
## 4061 plasma membrane
## 4062 plasma membrane
## 4063 plasma membrane
## 4064 plasma membrane
## 4065 plasma membrane
## 4066 plasma membrane
## 4067 plasma membrane
## 4068 plasma membrane
## 4069 plasma membrane
## 4070 plasma membrane
## 4071 plasma membrane
## 4072 plasma membrane
## 4073 plasma membrane
## 4074 plasma membrane
## 4075 plasma membrane
## 4076 plasma membrane
## 4077 plasma membrane
## 4078 plasma membrane
## 4079 plasma membrane
## 4080 plasma membrane
## 4081 plasma membrane
## 4082 plasma membrane
## 4083 plasma membrane
## 4084 plasma membrane
## 4085 plasma membrane
## 4086 plasma membrane
## 4087 plasma membrane
## 4088 plasma membrane
## 4089 plasma membrane
## 4090 plasma membrane
## 4091 plasma membrane
## 4092 plasma membrane
## 4093 plasma membrane
## 4094 plasma membrane
## 4095 plasma membrane
## 4096 plasma membrane
## 4097 plasma membrane
## 4098 plasma membrane
## 4099 plasma membrane
## 4100 plasma membrane
## 4101 plasma membrane
## 4102 plasma membrane
## 4103 plasma membrane
## 4104 plasma membrane
## 4105 plasma membrane
## 4106 plasma membrane
## 4107 plasma membrane
## 4108 plasma membrane
## 4109 plasma membrane
## 4110 plasma membrane
## 4111 plasma membrane
## 4112 plasma membrane
## 4113 plasma membrane
## 4114 plasma membrane
## 4115 plasma membrane
## 4116 plasma membrane
## 4117 plasma membrane
## 4118 plasma membrane
## 4119 plasma membrane
## 4120 plasma membrane
## 4121 plasma membrane
## 4122 plasma membrane
## 4123 plasma membrane
## 4124 plasma membrane
## 4125 plasma membrane
## 4126 plasma membrane
## 4127 plasma membrane
## 4128 plasma membrane
## 4129 plasma membrane
## 4130 plasma membrane
## 4131 plasma membrane
## 4132 plasma membrane
## 4133 plasma membrane
## 4134 basolateral plasma membrane
## 4135 basolateral plasma membrane
## 4136 basolateral plasma membrane
## 4137 basolateral plasma membrane
## 4138 basolateral plasma membrane
## 4139 basolateral plasma membrane
## 4140 basolateral plasma membrane
## 4141 basolateral plasma membrane
## 4142 basolateral plasma membrane
## 4143 basolateral plasma membrane
## 4144 basolateral plasma membrane
## 4145 basolateral plasma membrane
## 4146 basolateral plasma membrane
## 4147 basolateral plasma membrane
## 4148 basolateral plasma membrane
## 4149 basolateral plasma membrane
## 4150 basolateral plasma membrane
## 4151 basolateral plasma membrane
## 4152 basolateral plasma membrane
## 4153 basolateral plasma membrane
## 4154 basolateral plasma membrane
## 4155 basolateral plasma membrane
## 4156 basolateral plasma membrane
## 4157 basolateral plasma membrane
## 4158 basolateral plasma membrane
## 4159 basolateral plasma membrane
## 4160 basolateral plasma membrane
## 4161 basolateral plasma membrane
## 4162 basolateral plasma membrane
## 4163 basolateral plasma membrane
## 4164 basolateral plasma membrane
## 4165 basolateral plasma membrane
## 4166 basolateral plasma membrane
## 4167 basolateral plasma membrane
## 4168 adherens junction
## 4169 adherens junction
## 4170 adherens junction
## 4171 adherens junction
## 4172 adherens junction
## 4173 adherens junction
## 4174 adherens junction
## 4175 adherens junction
## 4176 adherens junction
## 4177 adherens junction
## 4178 adherens junction
## 4179 adherens junction
## 4180 adherens junction
## 4181 adherens junction
## 4182 adherens junction
## 4183 adherens junction
## 4184 adherens junction
## 4185 adherens junction
## 4186 adherens junction
## 4187 adherens junction
## 4188 adherens junction
## 4189 adherens junction
## 4190 adherens junction
## 4191 adherens junction
## 4192 adherens junction
## 4193 adherens junction
## 4194 adherens junction
## 4195 adherens junction
## 4196 cell junction
## 4197 cell junction
## 4198 cell junction
## 4199 cell junction
## 4200 cell junction
## 4201 cell junction
## 4202 cell junction
## 4203 cell junction
## 4204 cell junction
## 4205 cell junction
## 4206 cell junction
## 4207 cell junction
## 4208 cell junction
## 4209 cell junction
## 4210 cell junction
## 4211 cell junction
## 4212 cell junction
## 4213 cell junction
## 4214 cell junction
## 4215 cell junction
## 4216 cell junction
## 4217 cell junction
## 4218 cell junction
## 4219 cell junction
## 4220 cell junction
## 4221 cell junction
## 4222 cell junction
## 4223 cell junction
## 4224 cell junction
## 4225 cell junction
## 4226 cell junction
## 4227 cell junction
## 4228 cell junction
## 4229 cell junction
## 4230 cell junction
## 4231 cell junction
## 4232 cell junction
## 4233 cell junction
## 4234 cell junction
## 4235 cell junction
## 4236 cell junction
## 4237 cell junction
## 4238 cell junction
## 4239 cell junction
## 4240 cell junction
## 4241 cell junction
## 4242 cell junction
## 4243 cell junction
## 4244 cell junction
## 4245 cell junction
## 4246 cell junction
## 4247 cell junction
## 4248 cell junction
## 4249 cell junction
## 4250 cell junction
## 4251 cell junction
## 4252 cell junction
## 4253 cell junction
## 4254 cell junction
## 4255 cell junction
## 4256 cell junction
## 4257 cell junction
## 4258 cell junction
## 4259 cell junction
## 4260 cell junction
## 4261 cell junction
## 4262 cell junction
## 4263 cell junction
## 4264 cell junction
## 4265 cell junction
## 4266 cell junction
## 4267 cell junction
## 4268 cell junction
## 4269 cell junction
## 4270 cell junction
## 4271 cell junction
## 4272 cell junction
## 4273 cell junction
## 4274 membrane-bounded vesicle
## 4275 membrane-bounded vesicle
## 4276 membrane-bounded vesicle
## 4277 membrane-bounded vesicle
## 4278 membrane-bounded vesicle
## 4279 membrane-bounded vesicle
## 4280 membrane-bounded vesicle
## 4281 membrane-bounded vesicle
## 4282 membrane-bounded vesicle
## 4283 membrane-bounded vesicle
## 4284 membrane-bounded vesicle
## 4285 membrane-bounded vesicle
## 4286 membrane-bounded vesicle
## 4287 membrane-bounded vesicle
## 4288 membrane-bounded vesicle
## 4289 membrane-bounded vesicle
## 4290 membrane-bounded vesicle
## 4291 membrane-bounded vesicle
## 4292 membrane-bounded vesicle
## 4293 membrane-bounded vesicle
## 4294 membrane-bounded vesicle
## 4295 membrane-bounded vesicle
## 4296 membrane-bounded vesicle
## 4297 membrane-bounded vesicle
## 4298 membrane-bounded vesicle
## 4299 membrane-bounded vesicle
## 4300 membrane-bounded vesicle
## 4301 membrane-bounded vesicle
## 4302 membrane-bounded vesicle
## 4303 membrane-bounded vesicle
## 4304 membrane-bounded vesicle
## 4305 membrane-bounded vesicle
## 4306 membrane-bounded vesicle
## 4307 membrane-bounded vesicle
## 4308 membrane-bounded vesicle
## 4309 membrane-bounded vesicle
## 4310 membrane-bounded vesicle
## 4311 membrane-bounded vesicle
## 4312 membrane-bounded vesicle
## 4313 membrane-bounded vesicle
## 4314 membrane-bounded vesicle
## 4315 membrane-bounded vesicle
## 4316 membrane-bounded vesicle
## 4317 membrane-bounded vesicle
## 4318 membrane-bounded vesicle
## 4319 membrane-bounded vesicle
## 4320 membrane-bounded vesicle
## 4321 membrane-bounded vesicle
## 4322 membrane-bounded vesicle
## 4323 membrane-bounded vesicle
## 4324 membrane-bounded vesicle
## 4325 membrane-bounded vesicle
## 4326 membrane-bounded vesicle
## 4327 membrane-bounded vesicle
## 4328 membrane-bounded vesicle
## 4329 membrane-bounded vesicle
## 4330 membrane-bounded vesicle
## 4331 membrane-bounded vesicle
## 4332 membrane-bounded vesicle
## 4333 membrane-bounded vesicle
## 4334 membrane-bounded vesicle
## 4335 membrane-bounded vesicle
## 4336 membrane-bounded vesicle
## 4337 membrane-bounded vesicle
## 4338 membrane-bounded vesicle
## 4339 membrane-bounded vesicle
## 4340 membrane-bounded vesicle
## 4341 membrane-bounded vesicle
## 4342 membrane-bounded vesicle
## 4343 membrane-bounded vesicle
## 4344 membrane-bounded vesicle
## 4345 cell-substrate junction
## 4346 cell-substrate junction
## 4347 cell-substrate junction
## 4348 cell-substrate junction
## 4349 cell-substrate junction
## 4350 cell-substrate junction
## 4351 cell-substrate junction
## 4352 cell-substrate junction
## 4353 cell-substrate junction
## 4354 cell-substrate junction
## 4355 cell-substrate junction
## 4356 cell-substrate junction
## 4357 cell-substrate junction
## 4358 cell-substrate junction
## 4359 cell-substrate junction
## 4360 cell-substrate junction
## 4361 cell-substrate junction
## 4362 cell-substrate junction
## 4363 cell-substrate junction
## 4364 cell-substrate junction
## 4365 basement membrane
## 4366 basement membrane
## 4367 basement membrane
## 4368 basement membrane
## 4369 basement membrane
## 4370 basement membrane
## 4371 basement membrane
## 4372 basement membrane
## 4373 basement membrane
## 4374 basement membrane
## 4375 basement membrane
## 4376 basement membrane
## 4377 basement membrane
## 4378 basement membrane
## 4379 basement membrane
## 4380 basement membrane
## 4381 basement membrane
## 4382 basement membrane
## 4383 basement membrane
## 4384 basement membrane
## 4385 basement membrane
## 4386 cytoplasmic membrane-bounded vesicle
## 4387 cytoplasmic membrane-bounded vesicle
## 4388 cytoplasmic membrane-bounded vesicle
## 4389 cytoplasmic membrane-bounded vesicle
## 4390 cytoplasmic membrane-bounded vesicle
## 4391 cytoplasmic membrane-bounded vesicle
## 4392 cytoplasmic membrane-bounded vesicle
## 4393 cytoplasmic membrane-bounded vesicle
## 4394 cytoplasmic membrane-bounded vesicle
## 4395 cytoplasmic membrane-bounded vesicle
## 4396 cytoplasmic membrane-bounded vesicle
## 4397 cytoplasmic membrane-bounded vesicle
## 4398 cytoplasmic membrane-bounded vesicle
## 4399 cytoplasmic membrane-bounded vesicle
## 4400 cytoplasmic membrane-bounded vesicle
## 4401 cytoplasmic membrane-bounded vesicle
## 4402 cytoplasmic membrane-bounded vesicle
## 4403 cytoplasmic membrane-bounded vesicle
## 4404 cytoplasmic membrane-bounded vesicle
## 4405 cytoplasmic membrane-bounded vesicle
## 4406 cytoplasmic membrane-bounded vesicle
## 4407 cytoplasmic membrane-bounded vesicle
## 4408 cytoplasmic membrane-bounded vesicle
## 4409 cytoplasmic membrane-bounded vesicle
## 4410 cytoplasmic membrane-bounded vesicle
## 4411 cytoplasmic membrane-bounded vesicle
## 4412 cytoplasmic membrane-bounded vesicle
## 4413 cytoplasmic membrane-bounded vesicle
## 4414 cytoplasmic membrane-bounded vesicle
## 4415 cytoplasmic membrane-bounded vesicle
## 4416 cytoplasmic membrane-bounded vesicle
## 4417 cytoplasmic membrane-bounded vesicle
## 4418 cytoplasmic membrane-bounded vesicle
## 4419 cytoplasmic membrane-bounded vesicle
## 4420 cytoplasmic membrane-bounded vesicle
## 4421 cytoplasmic membrane-bounded vesicle
## 4422 cytoplasmic membrane-bounded vesicle
## 4423 cytoplasmic membrane-bounded vesicle
## 4424 cytoplasmic membrane-bounded vesicle
## 4425 cytoplasmic membrane-bounded vesicle
## 4426 cytoplasmic membrane-bounded vesicle
## 4427 cytoplasmic membrane-bounded vesicle
## 4428 cytoplasmic membrane-bounded vesicle
## 4429 cytoplasmic membrane-bounded vesicle
## 4430 cytoplasmic membrane-bounded vesicle
## 4431 cytoplasmic membrane-bounded vesicle
## 4432 cytoplasmic membrane-bounded vesicle
## 4433 cytoplasmic membrane-bounded vesicle
## 4434 cytoplasmic membrane-bounded vesicle
## 4435 cytoplasmic membrane-bounded vesicle
## 4436 cytoplasmic membrane-bounded vesicle
## 4437 cytoplasmic membrane-bounded vesicle
## 4438 cytoplasmic membrane-bounded vesicle
## 4439 cytoplasmic membrane-bounded vesicle
## 4440 cytoplasmic membrane-bounded vesicle
## 4441 cytoplasmic membrane-bounded vesicle
## 4442 cytoplasmic membrane-bounded vesicle
## 4443 cytoplasmic membrane-bounded vesicle
## 4444 cytoplasmic membrane-bounded vesicle
## 4445 cytoplasmic membrane-bounded vesicle
## 4446 cytoplasmic membrane-bounded vesicle
## 4447 cytoplasmic membrane-bounded vesicle
## 4448 cytoplasmic membrane-bounded vesicle
## 4449 cytoplasmic membrane-bounded vesicle
## 4450 cytoplasmic membrane-bounded vesicle
## 4451 cytoplasmic membrane-bounded vesicle
## 4452 cytoplasmic membrane-bounded vesicle
## 4453 cytoplasmic membrane-bounded vesicle
## 4454 cytoplasmic membrane-bounded vesicle
## 4455 plasma membrane part
## 4456 plasma membrane part
## 4457 plasma membrane part
## 4458 plasma membrane part
## 4459 plasma membrane part
## 4460 plasma membrane part
## 4461 plasma membrane part
## 4462 plasma membrane part
## 4463 plasma membrane part
## 4464 plasma membrane part
## 4465 plasma membrane part
## 4466 plasma membrane part
## 4467 plasma membrane part
## 4468 plasma membrane part
## 4469 plasma membrane part
## 4470 plasma membrane part
## 4471 plasma membrane part
## 4472 plasma membrane part
## 4473 plasma membrane part
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## 4476 plasma membrane part
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## 4478 plasma membrane part
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## 4480 plasma membrane part
## 4481 plasma membrane part
## 4482 plasma membrane part
## 4483 plasma membrane part
## 4484 plasma membrane part
## 4485 plasma membrane part
## 4486 plasma membrane part
## 4487 plasma membrane part
## 4488 plasma membrane part
## 4489 plasma membrane part
## 4490 plasma membrane part
## 4491 plasma membrane part
## 4492 plasma membrane part
## 4493 plasma membrane part
## 4494 plasma membrane part
## 4495 plasma membrane part
## 4496 plasma membrane part
## 4497 plasma membrane part
## 4498 plasma membrane part
## 4499 plasma membrane part
## 4500 plasma membrane part
## 4501 plasma membrane part
## 4502 plasma membrane part
## 4503 plasma membrane part
## 4504 plasma membrane part
## 4505 plasma membrane part
## 4506 plasma membrane part
## 4507 plasma membrane part
## 4508 plasma membrane part
## 4509 plasma membrane part
## 4510 plasma membrane part
## 4511 plasma membrane part
## 4512 plasma membrane part
## 4513 plasma membrane part
## 4514 plasma membrane part
## 4515 plasma membrane part
## 4516 plasma membrane part
## 4517 plasma membrane part
## 4518 plasma membrane part
## 4519 plasma membrane part
## 4520 plasma membrane part
## 4521 plasma membrane part
## 4522 plasma membrane part
## 4523 plasma membrane part
## 4524 plasma membrane part
## 4525 plasma membrane part
## 4526 plasma membrane part
## 4527 plasma membrane part
## 4528 plasma membrane part
## 4529 plasma membrane part
## 4530 plasma membrane part
## 4531 plasma membrane part
## 4532 plasma membrane part
## 4533 plasma membrane part
## 4534 plasma membrane part
## 4535 plasma membrane part
## 4536 plasma membrane part
## 4537 plasma membrane part
## 4538 plasma membrane part
## 4539 plasma membrane part
## 4540 plasma membrane part
## 4541 plasma membrane part
## 4542 plasma membrane part
## 4543 plasma membrane part
## 4544 plasma membrane part
## 4545 plasma membrane part
## 4546 plasma membrane part
## 4547 plasma membrane part
## 4548 plasma membrane part
## 4549 plasma membrane part
## 4550 plasma membrane part
## 4551 plasma membrane part
## 4552 plasma membrane part
## 4553 plasma membrane part
## 4554 plasma membrane part
## 4555 plasma membrane part
## 4556 plasma membrane part
## 4557 plasma membrane part
## 4558 plasma membrane part
## 4559 plasma membrane part
## 4560 plasma membrane part
## 4561 plasma membrane part
## 4562 plasma membrane part
## 4563 plasma membrane part
## 4564 plasma membrane part
## 4565 plasma membrane part
## 4566 plasma membrane part
## 4567 plasma membrane part
## 4568 plasma membrane part
## 4569 plasma membrane part
## 4570 plasma membrane part
## 4571 plasma membrane part
## 4572 plasma membrane part
## 4573 plasma membrane part
## 4574 plasma membrane part
## 4575 plasma membrane part
## 4576 plasma membrane part
## 4577 plasma membrane part
## 4578 plasma membrane part
## 4579 plasma membrane part
## 4580 plasma membrane part
## 4581 plasma membrane part
## 4582 plasma membrane part
## 4583 plasma membrane part
## 4584 plasma membrane part
## 4585 plasma membrane part
## 4586 plasma membrane part
## 4587 plasma membrane part
## 4588 plasma membrane part
## 4589 plasma membrane part
## 4590 plasma membrane part
## 4591 plasma membrane part
## 4592 plasma membrane part
## 4593 plasma membrane part
## 4594 plasma membrane part
## 4595 plasma membrane part
## 4596 plasma membrane part
## 4597 plasma membrane part
## 4598 plasma membrane part
## 4599 plasma membrane part
## 4600 plasma membrane part
## 4601 plasma membrane part
## 4602 plasma membrane part
## 4603 plasma membrane part
## 4604 plasma membrane part
## 4605 plasma membrane part
## 4606 plasma membrane part
## 4607 plasma membrane part
## 4608 plasma membrane part
## 4609 plasma membrane part
## 4610 plasma membrane part
## 4611 plasma membrane part
## 4612 plasma membrane part
## 4613 plasma membrane part
## 4614 plasma membrane part
## 4615 plasma membrane part
## 4616 plasma membrane part
## 4617 plasma membrane part
## 4618 plasma membrane part
## 4619 plasma membrane part
## 4620 plasma membrane part
## 4621 plasma membrane part
## 4622 plasma membrane part
## 4623 plasma membrane part
## 4624 plasma membrane part
## 4625 plasma membrane part
## 4626 plasma membrane part
## 4627 plasma membrane part
## 4628 plasma membrane part
## 4629 plasma membrane part
## 4630 plasma membrane part
## 4631 plasma membrane part
## 4632 plasma membrane part
## 4633 plasma membrane part
## 4634 plasma membrane part
## 4635 plasma membrane part
## 4636 plasma membrane part
## 4637 plasma membrane part
## 4638 plasma membrane part
## 4639 plasma membrane part
## 4640 plasma membrane part
## 4641 plasma membrane part
## 4642 plasma membrane part
## 4643 plasma membrane part
## 4644 plasma membrane part
## 4645 plasma membrane part
## 4646 plasma membrane part
## 4647 plasma membrane part
## 4648 plasma membrane part
## 4649 plasma membrane part
## 4650 plasma membrane part
## 4651 plasma membrane part
## 4652 plasma membrane part
## 4653 plasma membrane part
## 4654 plasma membrane part
## 4655 plasma membrane part
## 4656 plasma membrane part
## 4657 plasma membrane part
## 4658 plasma membrane part
## 4659 plasma membrane part
## 4660 plasma membrane part
## 4661 plasma membrane part
## 4662 plasma membrane part
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## 4664 plasma membrane part
## 4665 plasma membrane part
## 4666 plasma membrane part
## 4667 plasma membrane part
## 4668 plasma membrane part
## 4669 plasma membrane part
## 4670 extracellular matrix
## 4671 extracellular matrix
## 4672 extracellular matrix
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## 4674 extracellular matrix
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## 4678 extracellular matrix
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## 4687 extracellular matrix
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## 4689 extracellular matrix
## 4690 extracellular matrix
## 4691 extracellular matrix
## 4692 extracellular matrix
## 4693 extracellular matrix
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## 4696 extracellular matrix
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## 4698 extracellular matrix
## 4699 extracellular matrix
## 4700 extracellular matrix
## 4701 extracellular matrix
## 4702 extracellular matrix
## 4703 extracellular matrix
## 4704 extracellular matrix
## 4705 extracellular matrix
## 4706 extracellular matrix
## 4707 extracellular matrix
## 4708 extracellular matrix
## 4709 extracellular matrix
## 4710 extracellular matrix
## 4711 extracellular matrix
## 4712 extracellular matrix
## 4713 extracellular matrix
## 4714 extracellular matrix
## 4715 extracellular matrix
## 4716 extracellular matrix
## 4717 extracellular matrix
## 4718 extracellular matrix
## 4719 extracellular matrix
## 4720 extracellular matrix
## 4721 extracellular matrix
## 4722 extracellular matrix
## 4723 extracellular matrix
## 4724 extracellular matrix
## 4725 vesicle
## 4726 vesicle
## 4727 vesicle
## 4728 vesicle
## 4729 vesicle
## 4730 vesicle
## 4731 vesicle
## 4732 vesicle
## 4733 vesicle
## 4734 vesicle
## 4735 vesicle
## 4736 vesicle
## 4737 vesicle
## 4738 vesicle
## 4739 vesicle
## 4740 vesicle
## 4741 vesicle
## 4742 vesicle
## 4743 vesicle
## 4744 vesicle
## 4745 vesicle
## 4746 vesicle
## 4747 vesicle
## 4748 vesicle
## 4749 vesicle
## 4750 vesicle
## 4751 vesicle
## 4752 vesicle
## 4753 vesicle
## 4754 vesicle
## 4755 vesicle
## 4756 vesicle
## 4757 vesicle
## 4758 vesicle
## 4759 vesicle
## 4760 vesicle
## 4761 vesicle
## 4762 vesicle
## 4763 vesicle
## 4764 vesicle
## 4765 vesicle
## 4766 vesicle
## 4767 vesicle
## 4768 vesicle
## 4769 vesicle
## 4770 vesicle
## 4771 vesicle
## 4772 vesicle
## 4773 vesicle
## 4774 vesicle
## 4775 vesicle
## 4776 vesicle
## 4777 vesicle
## 4778 vesicle
## 4779 vesicle
## 4780 vesicle
## 4781 vesicle
## 4782 vesicle
## 4783 vesicle
## 4784 vesicle
## 4785 vesicle
## 4786 vesicle
## 4787 vesicle
## 4788 vesicle
## 4789 vesicle
## 4790 vesicle
## 4791 vesicle
## 4792 vesicle
## 4793 vesicle
## 4794 vesicle
## 4795 vesicle
## 4796 vesicle
## 4797 vesicle
## 4798 vesicle
## 4799 vesicle
## 4800 vesicle
## 4801 vesicle
## 4802 vesicle
## 4803 vesicle
## 4804 vesicle
## 4805 vesicle
## 4806 vesicle
## 4807 proteinaceous extracellular matrix
## 4808 proteinaceous extracellular matrix
## 4809 proteinaceous extracellular matrix
## 4810 proteinaceous extracellular matrix
## 4811 proteinaceous extracellular matrix
## 4812 proteinaceous extracellular matrix
## 4813 proteinaceous extracellular matrix
## 4814 proteinaceous extracellular matrix
## 4815 proteinaceous extracellular matrix
## 4816 proteinaceous extracellular matrix
## 4817 proteinaceous extracellular matrix
## 4818 proteinaceous extracellular matrix
## 4819 proteinaceous extracellular matrix
## 4820 proteinaceous extracellular matrix
## 4821 proteinaceous extracellular matrix
## 4822 proteinaceous extracellular matrix
## 4823 proteinaceous extracellular matrix
## 4824 proteinaceous extracellular matrix
## 4825 proteinaceous extracellular matrix
## 4826 proteinaceous extracellular matrix
## 4827 proteinaceous extracellular matrix
## 4828 proteinaceous extracellular matrix
## 4829 proteinaceous extracellular matrix
## 4830 proteinaceous extracellular matrix
## 4831 proteinaceous extracellular matrix
## 4832 proteinaceous extracellular matrix
## 4833 proteinaceous extracellular matrix
## 4834 proteinaceous extracellular matrix
## 4835 proteinaceous extracellular matrix
## 4836 proteinaceous extracellular matrix
## 4837 proteinaceous extracellular matrix
## 4838 proteinaceous extracellular matrix
## 4839 proteinaceous extracellular matrix
## 4840 proteinaceous extracellular matrix
## 4841 proteinaceous extracellular matrix
## 4842 proteinaceous extracellular matrix
## 4843 proteinaceous extracellular matrix
## 4844 proteinaceous extracellular matrix
## 4845 proteinaceous extracellular matrix
## 4846 proteinaceous extracellular matrix
## 4847 proteinaceous extracellular matrix
## 4848 proteinaceous extracellular matrix
## 4849 proteinaceous extracellular matrix
## 4850 proteinaceous extracellular matrix
## 4851 proteinaceous extracellular matrix
## 4852 proteinaceous extracellular matrix
## 4853 proteinaceous extracellular matrix
## 4854 proteinaceous extracellular matrix
## 4855 proteinaceous extracellular matrix
## 4856 proteinaceous extracellular matrix
## 4857 proteinaceous extracellular matrix
## 4858 proteinaceous extracellular matrix
## 4859 proteinaceous extracellular matrix
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## 4861 cytoplasmic vesicle
## 4862 cytoplasmic vesicle
## 4863 cytoplasmic vesicle
## 4864 cytoplasmic vesicle
## 4865 cytoplasmic vesicle
## 4866 cytoplasmic vesicle
## 4867 cytoplasmic vesicle
## 4868 cytoplasmic vesicle
## 4869 cytoplasmic vesicle
## 4870 cytoplasmic vesicle
## 4871 cytoplasmic vesicle
## 4872 cytoplasmic vesicle
## 4873 cytoplasmic vesicle
## 4874 cytoplasmic vesicle
## 4875 cytoplasmic vesicle
## 4876 cytoplasmic vesicle
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## 4878 cytoplasmic vesicle
## 4879 cytoplasmic vesicle
## 4880 cytoplasmic vesicle
## 4881 cytoplasmic vesicle
## 4882 cytoplasmic vesicle
## 4883 cytoplasmic vesicle
## 4884 cytoplasmic vesicle
## 4885 cytoplasmic vesicle
## 4886 cytoplasmic vesicle
## 4887 cytoplasmic vesicle
## 4888 cytoplasmic vesicle
## 4889 cytoplasmic vesicle
## 4890 cytoplasmic vesicle
## 4891 cytoplasmic vesicle
## 4892 cytoplasmic vesicle
## 4893 cytoplasmic vesicle
## 4894 cytoplasmic vesicle
## 4895 cytoplasmic vesicle
## 4896 cytoplasmic vesicle
## 4897 cytoplasmic vesicle
## 4898 cytoplasmic vesicle
## 4899 cytoplasmic vesicle
## 4900 cytoplasmic vesicle
## 4901 cytoplasmic vesicle
## 4902 cytoplasmic vesicle
## 4903 cytoplasmic vesicle
## 4904 cytoplasmic vesicle
## 4905 cytoplasmic vesicle
## 4906 cytoplasmic vesicle
## 4907 cytoplasmic vesicle
## 4908 cytoplasmic vesicle
## 4909 cytoplasmic vesicle
## 4910 cytoplasmic vesicle
## 4911 cytoplasmic vesicle
## 4912 cytoplasmic vesicle
## 4913 cytoplasmic vesicle
## 4914 cytoplasmic vesicle
## 4915 cytoplasmic vesicle
## 4916 cytoplasmic vesicle
## 4917 cytoplasmic vesicle
## 4918 cytoplasmic vesicle
## 4919 cytoplasmic vesicle
## 4920 cytoplasmic vesicle
## 4921 cytoplasmic vesicle
## 4922 cytoplasmic vesicle
## 4923 cytoplasmic vesicle
## 4924 cytoplasmic vesicle
## 4925 cytoplasmic vesicle
## 4926 cytoplasmic vesicle
## 4927 cytoplasmic vesicle
## 4928 cytoplasmic vesicle
## 4929 cytoplasmic vesicle
## 4930 cytoplasmic vesicle
## 4931 cytoplasmic vesicle
## 4932 cytoplasmic vesicle
## 4933 cytoplasmic vesicle
## 4934 cytoplasmic vesicle
## 4935 cytoplasmic vesicle
## 4936 cytoplasmic vesicle
## 4937 cytoplasmic vesicle
## 4938 cytoplasmic vesicle
## 4939 cytoplasmic vesicle
## 4940 cell-substrate adherens junction
## 4941 cell-substrate adherens junction
## 4942 cell-substrate adherens junction
## 4943 cell-substrate adherens junction
## 4944 cell-substrate adherens junction
## 4945 cell-substrate adherens junction
## 4946 cell-substrate adherens junction
## 4947 cell-substrate adherens junction
## 4948 cell-substrate adherens junction
## 4949 cell-substrate adherens junction
## 4950 cell-substrate adherens junction
## 4951 cell-substrate adherens junction
## 4952 cell-substrate adherens junction
## 4953 cell-substrate adherens junction
## 4954 cell-substrate adherens junction
## 4955 cell-substrate adherens junction
## 4956 cell-substrate adherens junction
## 4957 cell-substrate adherens junction
## 4958 anchoring junction
## 4959 anchoring junction
## 4960 anchoring junction
## 4961 anchoring junction
## 4962 anchoring junction
## 4963 anchoring junction
## 4964 anchoring junction
## 4965 anchoring junction
## 4966 anchoring junction
## 4967 anchoring junction
## 4968 anchoring junction
## 4969 anchoring junction
## 4970 anchoring junction
## 4971 anchoring junction
## 4972 anchoring junction
## 4973 anchoring junction
## 4974 anchoring junction
## 4975 anchoring junction
## 4976 anchoring junction
## 4977 anchoring junction
## 4978 anchoring junction
## 4979 anchoring junction
## 4980 anchoring junction
## 4981 anchoring junction
## 4982 anchoring junction
## 4983 anchoring junction
## 4984 anchoring junction
## 4985 anchoring junction
## 4986 extracellular matrix part
## 4987 extracellular matrix part
## 4988 extracellular matrix part
## 4989 extracellular matrix part
## 4990 extracellular matrix part
## 4991 extracellular matrix part
## 4992 extracellular matrix part
## 4993 extracellular matrix part
## 4994 extracellular matrix part
## 4995 extracellular matrix part
## 4996 extracellular matrix part
## 4997 extracellular matrix part
## 4998 extracellular matrix part
## 4999 extracellular matrix part
## 5000 extracellular matrix part
## 5001 extracellular matrix part
## 5002 extracellular matrix part
## 5003 extracellular matrix part
## 5004 extracellular matrix part
## 5005 extracellular matrix part
## 5006 extracellular matrix part
## 5007 extracellular matrix part
## 5008 extracellular matrix part
## 5009 cytosol
## 5010 cytosol
## 5011 cytosol
## 5012 cytosol
## 5013 cytosol
## 5014 cytosol
## 5015 cytosol
## 5016 cytosol
## 5017 cytosol
## 5018 cytosol
## 5019 cytosol
## 5020 cytosol
## 5021 cytosol
## 5022 cytosol
## 5023 cytosol
## 5024 cytosol
## 5025 cytosol
## 5026 cytosol
## 5027 cytosol
## 5028 cytosol
## 5029 cytosol
## 5030 cytosol
## 5031 cytosol
## 5032 cytosol
## 5033 cytosol
## 5034 cytosol
## 5035 cytosol
## 5036 cytosol
## 5037 cytosol
## 5038 cytosol
## 5039 cytosol
## 5040 cytosol
## 5041 cytosol
## 5042 cytosol
## 5043 cytosol
## 5044 cytosol
## 5045 cytosol
## 5046 cytosol
## 5047 cytosol
## 5048 cytosol
## 5049 cytosol
## 5050 cytosol
## 5051 cytosol
## 5052 cytosol
## 5053 cytosol
## 5054 cytosol
## 5055 cytosol
## 5056 cytosol
## 5057 cytosol
## 5058 cytosol
## 5059 cytosol
## 5060 cytosol
## 5061 cytosol
## 5062 cytosol
## 5063 cytosol
## 5064 cytosol
## 5065 cytosol
## 5066 cytosol
## 5067 cytosol
## 5068 cytosol
## 5069 cytosol
## 5070 cytosol
## 5071 cytosol
## 5072 cytosol
## 5073 cytosol
## 5074 cytosol
## 5075 cytosol
## 5076 cytosol
## 5077 cytosol
## 5078 cytosol
## 5079 cytosol
## 5080 cytosol
## 5081 cytosol
## 5082 cytosol
## 5083 cytosol
## 5084 cytosol
## 5085 cytosol
## 5086 cytosol
## 5087 cytosol
## 5088 cytosol
## 5089 cytosol
## 5090 cytosol
## 5091 cytosol
## 5092 cytosol
## 5093 cytosol
## 5094 cell fraction
## 5095 cell fraction
## 5096 cell fraction
## 5097 cell fraction
## 5098 cell fraction
## 5099 cell fraction
## 5100 cell fraction
## 5101 cell fraction
## 5102 cell fraction
## 5103 cell fraction
## 5104 cell fraction
## 5105 cell fraction
## 5106 cell fraction
## 5107 cell fraction
## 5108 cell fraction
## 5109 cell fraction
## 5110 cell fraction
## 5111 cell fraction
## 5112 cell fraction
## 5113 cell fraction
## 5114 cell fraction
## 5115 cell fraction
## 5116 cell fraction
## 5117 cell fraction
## 5118 cell fraction
## 5119 cell fraction
## 5120 cell fraction
## 5121 cell fraction
## 5122 cell fraction
## 5123 cell fraction
## 5124 cell fraction
## 5125 cell fraction
## 5126 cell fraction
## 5127 cell fraction
## 5128 cell fraction
## 5129 cell fraction
## 5130 cell fraction
## 5131 cell fraction
## 5132 cell fraction
## 5133 cell fraction
## 5134 cell fraction
## 5135 cell fraction
## 5136 cell fraction
## 5137 cell fraction
## 5138 cell fraction
## 5139 cell fraction
## 5140 cell fraction
## 5141 cell fraction
## 5142 cell fraction
## 5143 cell fraction
## 5144 cell fraction
## 5145 cell fraction
## 5146 cell fraction
## 5147 cell fraction
## 5148 cell fraction
## 5149 cell fraction
## 5150 cell fraction
## 5151 cell fraction
## 5152 cell fraction
## 5153 cell fraction
## 5154 cell fraction
## 5155 cell fraction
## 5156 cell fraction
## 5157 cell fraction
## 5158 cell fraction
## 5159 cell fraction
## 5160 cell fraction
## 5161 cell fraction
## 5162 cell fraction
## 5163 cell fraction
## 5164 cell fraction
## 5165 cell fraction
## 5166 cell fraction
## 5167 cell fraction
## 5168 cell fraction
## 5169 cell fraction
## 5170 cell fraction
## 5171 cell fraction
## 5172 cell fraction
## 5173 cell fraction
## 5174 cell fraction
## 5175 cell fraction
## 5176 cell fraction
## 5177 cell fraction
## 5178 cell fraction
## 5179 cell fraction
## 5180 cell fraction
## 5181 cell fraction
## 5182 focal adhesion
## 5183 focal adhesion
## 5184 focal adhesion
## 5185 focal adhesion
## 5186 focal adhesion
## 5187 focal adhesion
## 5188 focal adhesion
## 5189 focal adhesion
## 5190 focal adhesion
## 5191 focal adhesion
## 5192 focal adhesion
## 5193 focal adhesion
## 5194 focal adhesion
## 5195 focal adhesion
## 5196 focal adhesion
## 5197 focal adhesion
## 5198 myofibril
## 5199 myofibril
## 5200 myofibril
## 5201 myofibril
## 5202 myofibril
## 5203 myofibril
## 5204 myofibril
## 5205 myofibril
## 5206 myofibril
## 5207 myofibril
## 5208 myofibril
## 5209 myofibril
## 5210 myofibril
## 5211 myofibril
## 5212 myofibril
## 5213 myofibril
## 5214 myofibril
## 5215 myofibril
## 5216 myofibril
## 5217 myofibril
## 5218 myofibril
## 5219 extracellular region part
## 5220 extracellular region part
## 5221 extracellular region part
## 5222 extracellular region part
## 5223 extracellular region part
## 5224 extracellular region part
## 5225 extracellular region part
## 5226 extracellular region part
## 5227 extracellular region part
## 5228 extracellular region part
## 5229 extracellular region part
## 5230 extracellular region part
## 5231 extracellular region part
## 5232 extracellular region part
## 5233 extracellular region part
## 5234 extracellular region part
## 5235 extracellular region part
## 5236 extracellular region part
## 5237 extracellular region part
## 5238 extracellular region part
## 5239 extracellular region part
## 5240 extracellular region part
## 5241 extracellular region part
## 5242 extracellular region part
## 5243 extracellular region part
## 5244 extracellular region part
## 5245 extracellular region part
## 5246 extracellular region part
## 5247 extracellular region part
## 5248 extracellular region part
## 5249 extracellular region part
## 5250 extracellular region part
## 5251 extracellular region part
## 5252 extracellular region part
## 5253 extracellular region part
## 5254 extracellular region part
## 5255 extracellular region part
## 5256 extracellular region part
## 5257 extracellular region part
## 5258 extracellular region part
## 5259 extracellular region part
## 5260 extracellular region part
## 5261 extracellular region part
## 5262 extracellular region part
## 5263 extracellular region part
## 5264 extracellular region part
## 5265 extracellular region part
## 5266 extracellular region part
## 5267 extracellular region part
## 5268 extracellular region part
## 5269 extracellular region part
## 5270 extracellular region part
## 5271 extracellular region part
## 5272 extracellular region part
## 5273 extracellular region part
## 5274 extracellular region part
## 5275 extracellular region part
## 5276 extracellular region part
## 5277 extracellular region part
## 5278 extracellular region part
## 5279 extracellular region part
## 5280 extracellular region part
## 5281 extracellular region part
## 5282 extracellular region part
## 5283 extracellular region part
## 5284 extracellular region part
## 5285 extracellular region part
## 5286 extracellular region part
## 5287 extracellular region part
## 5288 extracellular region part
## 5289 extracellular region part
## 5290 extracellular region part
## 5291 extracellular region part
## 5292 extracellular region part
## 5293 extracellular region part
## 5294 extracellular region part
## 5295 extracellular region part
## 5296 extracellular region part
## 5297 extracellular region part
## 5298 extracellular region part
## 5299 extracellular region part
## 5300 extracellular region part
## 5301 extracellular region part
## 5302 extracellular region part
## 5303 extracellular region part
## 5304 extracellular region part
## 5305 extracellular region part
## 5306 extracellular region part
## 5307 extracellular region part
## 5308 extracellular region part
## 5309 extracellular region part
## 5310 extracellular region part
## 5311 extracellular region part
## 5312 extracellular region part
## 5313 extracellular region part
## 5314 extracellular region part
## 5315 extracellular region part
## 5316 extracellular region part
## 5317 extracellular region part
## 5318 extracellular region part
## 5319 extracellular region part
## 5320 extracellular region part
## 5321 extracellular region part
## 5322 extracellular region part
## 5323 extracellular region part
## 5324 extracellular region part
## 5325 extracellular region part
## 5326 extracellular region part
## 5327 melanosome
## 5328 melanosome
## 5329 melanosome
## 5330 melanosome
## 5331 melanosome
## 5332 melanosome
## 5333 melanosome
## 5334 melanosome
## 5335 melanosome
## 5336 melanosome
## 5337 melanosome
## 5338 melanosome
## 5339 melanosome
## 5340 melanosome
## 5341 melanosome
## 5342 melanosome
## 5343 melanosome
## 5344 melanosome
## 5345 melanosome
## 5346 melanosome
## 5347 pigment granule
## 5348 pigment granule
## 5349 pigment granule
## 5350 pigment granule
## 5351 pigment granule
## 5352 pigment granule
## 5353 pigment granule
## 5354 pigment granule
## 5355 pigment granule
## 5356 pigment granule
## 5357 pigment granule
## 5358 pigment granule
## 5359 pigment granule
## 5360 pigment granule
## 5361 pigment granule
## 5362 pigment granule
## 5363 pigment granule
## 5364 pigment granule
## 5365 pigment granule
## 5366 pigment granule
## 5367 cell surface
## 5368 cell surface
## 5369 cell surface
## 5370 cell surface
## 5371 cell surface
## 5372 cell surface
## 5373 cell surface
## 5374 cell surface
## 5375 cell surface
## 5376 cell surface
## 5377 cell surface
## 5378 cell surface
## 5379 cell surface
## 5380 cell surface
## 5381 cell surface
## 5382 cell surface
## 5383 cell surface
## 5384 cell surface
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## 5386 cell surface
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## 5388 cell surface
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## 5391 cell surface
## 5392 cell surface
## 5393 cell surface
## 5394 cell surface
## 5395 cell surface
## 5396 cell surface
## 5397 cell surface
## 5398 cell surface
## 5399 cell surface
## 5400 cell surface
## 5401 cell surface
## 5402 cell surface
## 5403 cell surface
## 5404 cell surface
## 5405 cell surface
## 5406 cell surface
## 5407 cell surface
## 5408 cell surface
## 5409 cell surface
## 5410 cell surface
## 5411 cell surface
## 5412 cell surface
## 5413 cell surface
## 5414 cell surface
## 5415 cell surface
## 5416 cell surface
## 5417 cell surface
## 5418 cell surface
## 5419 cell leading edge
## 5420 cell leading edge
## 5421 cell leading edge
## 5422 cell leading edge
## 5423 cell leading edge
## 5424 cell leading edge
## 5425 cell leading edge
## 5426 cell leading edge
## 5427 cell leading edge
## 5428 cell leading edge
## 5429 cell leading edge
## 5430 cell leading edge
## 5431 cell leading edge
## 5432 cell leading edge
## 5433 cell leading edge
## 5434 cell leading edge
## 5435 cell leading edge
## 5436 cell leading edge
## 5437 cell leading edge
## 5438 cell leading edge
## 5439 cell leading edge
## 5440 cell leading edge
## 5441 cell leading edge
## 5442 cell leading edge
## 5443 endoplasmic reticulum
## 5444 endoplasmic reticulum
## 5445 endoplasmic reticulum
## 5446 endoplasmic reticulum
## 5447 endoplasmic reticulum
## 5448 endoplasmic reticulum
## 5449 endoplasmic reticulum
## 5450 endoplasmic reticulum
## 5451 endoplasmic reticulum
## 5452 endoplasmic reticulum
## 5453 endoplasmic reticulum
## 5454 endoplasmic reticulum
## 5455 endoplasmic reticulum
## 5456 endoplasmic reticulum
## 5457 endoplasmic reticulum
## 5458 endoplasmic reticulum
## 5459 endoplasmic reticulum
## 5460 endoplasmic reticulum
## 5461 endoplasmic reticulum
## 5462 endoplasmic reticulum
## 5463 endoplasmic reticulum
## 5464 endoplasmic reticulum
## 5465 endoplasmic reticulum
## 5466 endoplasmic reticulum
## 5467 endoplasmic reticulum
## 5468 endoplasmic reticulum
## 5469 endoplasmic reticulum
## 5470 endoplasmic reticulum
## 5471 endoplasmic reticulum
## 5472 endoplasmic reticulum
## 5473 endoplasmic reticulum
## 5474 endoplasmic reticulum
## 5475 endoplasmic reticulum
## 5476 endoplasmic reticulum
## 5477 endoplasmic reticulum
## 5478 endoplasmic reticulum
## 5479 endoplasmic reticulum
## 5480 endoplasmic reticulum
## 5481 endoplasmic reticulum
## 5482 endoplasmic reticulum
## 5483 endoplasmic reticulum
## 5484 endoplasmic reticulum
## 5485 endoplasmic reticulum
## 5486 endoplasmic reticulum
## 5487 endoplasmic reticulum
## 5488 endoplasmic reticulum
## 5489 endoplasmic reticulum
## 5490 endoplasmic reticulum
## 5491 endoplasmic reticulum
## 5492 endoplasmic reticulum
## 5493 endoplasmic reticulum
## 5494 endoplasmic reticulum
## 5495 endoplasmic reticulum
## 5496 endoplasmic reticulum
## 5497 endoplasmic reticulum
## 5498 endoplasmic reticulum
## 5499 endoplasmic reticulum
## 5500 endoplasmic reticulum
## 5501 endoplasmic reticulum
## 5502 endoplasmic reticulum
## 5503 endoplasmic reticulum
## 5504 endoplasmic reticulum
## 5505 endoplasmic reticulum
## 5506 endoplasmic reticulum
## 5507 endoplasmic reticulum
## 5508 endoplasmic reticulum
## 5509 endoplasmic reticulum
## 5510 endoplasmic reticulum
## 5511 endoplasmic reticulum
## 5512 endoplasmic reticulum
## 5513 endoplasmic reticulum
## 5514 endoplasmic reticulum
## 5515 endoplasmic reticulum
## 5516 endoplasmic reticulum
## 5517 endoplasmic reticulum
## 5518 endoplasmic reticulum
## 5519 endoplasmic reticulum
## 5520 endoplasmic reticulum
## 5521 endoplasmic reticulum
## 5522 endoplasmic reticulum
## 5523 endoplasmic reticulum
## 5524 endoplasmic reticulum
## 5525 endoplasmic reticulum
## 5526 endoplasmic reticulum
## 5527 endoplasmic reticulum
## 5528 endoplasmic reticulum
## 5529 endoplasmic reticulum
## 5530 endoplasmic reticulum
## 5531 endoplasmic reticulum
## 5532 endoplasmic reticulum
## 5533 endoplasmic reticulum
## 5534 endoplasmic reticulum
## 5535 endoplasmic reticulum
## 5536 endoplasmic reticulum
## 5537 endoplasmic reticulum
## 5538 endoplasmic reticulum
## 5539 endoplasmic reticulum
## 5540 endoplasmic reticulum
## 5541 endoplasmic reticulum
## 5542 endoplasmic reticulum
## 5543 endoplasmic reticulum
## 5544 endoplasmic reticulum
## 5545 endoplasmic reticulum
## 5546 endoplasmic reticulum
## 5547 endoplasmic reticulum
## 5548 endoplasmic reticulum
## 5549 endoplasmic reticulum
## 5550 endoplasmic reticulum
## 5551 endoplasmic reticulum
## 5552 endoplasmic reticulum
## 5553 endoplasmic reticulum
## 5554 endoplasmic reticulum
## 5555 endoplasmic reticulum
## 5556 endoplasmic reticulum
## 5557 sarcomere
## 5558 sarcomere
## 5559 sarcomere
## 5560 sarcomere
## 5561 sarcomere
## 5562 sarcomere
## 5563 sarcomere
## 5564 sarcomere
## 5565 sarcomere
## 5566 sarcomere
## 5567 sarcomere
## 5568 sarcomere
## 5569 sarcomere
## 5570 sarcomere
## 5571 sarcomere
## 5572 sarcomere
## 5573 sarcomere
## 5574 sarcomere
## 5575 sarcomere
## 5576 lysosome
## 5577 lysosome
## 5578 lysosome
## 5579 lysosome
## 5580 lysosome
## 5581 lysosome
## 5582 lysosome
## 5583 lysosome
## 5584 lysosome
## 5585 lysosome
## 5586 lysosome
## 5587 lysosome
## 5588 lysosome
## 5589 lysosome
## 5590 lysosome
## 5591 lysosome
## 5592 lysosome
## 5593 lysosome
## 5594 lysosome
## 5595 lysosome
## 5596 lysosome
## 5597 lysosome
## 5598 lysosome
## 5599 lysosome
## 5600 lysosome
## 5601 lysosome
## 5602 lysosome
## 5603 lysosome
## 5604 lysosome
## 5605 lysosome
## 5606 lysosome
## 5607 lysosome
## 5608 lysosome
## 5609 basal lamina
## 5610 basal lamina
## 5611 basal lamina
## 5612 basal lamina
## 5613 basal lamina
## 5614 basal lamina
## 5615 basal lamina
## 5616 lytic vacuole
## 5617 lytic vacuole
## 5618 lytic vacuole
## 5619 lytic vacuole
## 5620 lytic vacuole
## 5621 lytic vacuole
## 5622 lytic vacuole
## 5623 lytic vacuole
## 5624 lytic vacuole
## 5625 lytic vacuole
## 5626 lytic vacuole
## 5627 lytic vacuole
## 5628 lytic vacuole
## 5629 lytic vacuole
## 5630 lytic vacuole
## 5631 lytic vacuole
## 5632 lytic vacuole
## 5633 lytic vacuole
## 5634 lytic vacuole
## 5635 lytic vacuole
## 5636 lytic vacuole
## 5637 lytic vacuole
## 5638 lytic vacuole
## 5639 lytic vacuole
## 5640 lytic vacuole
## 5641 lytic vacuole
## 5642 lytic vacuole
## 5643 lytic vacuole
## 5644 lytic vacuole
## 5645 lytic vacuole
## 5646 lytic vacuole
## 5647 lytic vacuole
## 5648 lytic vacuole
## 5649 extrinsic to membrane
## 5650 extrinsic to membrane
## 5651 extrinsic to membrane
## 5652 extrinsic to membrane
## 5653 extrinsic to membrane
## 5654 extrinsic to membrane
## 5655 extrinsic to membrane
## 5656 extrinsic to membrane
## 5657 extrinsic to membrane
## 5658 extrinsic to membrane
## 5659 extrinsic to membrane
## 5660 extrinsic to membrane
## 5661 extrinsic to membrane
## 5662 extrinsic to membrane
## 5663 extrinsic to membrane
## 5664 extrinsic to membrane
## 5665 extrinsic to membrane
## 5666 extrinsic to membrane
## 5667 extrinsic to membrane
## 5668 extrinsic to membrane
## 5669 extrinsic to membrane
## 5670 extrinsic to membrane
## 5671 extrinsic to membrane
## 5672 extrinsic to membrane
## 5673 extrinsic to membrane
## 5674 extrinsic to membrane
## 5675 extrinsic to membrane
## 5676 extrinsic to membrane
## 5677 extrinsic to membrane
## 5678 extrinsic to membrane
## 5679 extrinsic to membrane
## 5680 extrinsic to membrane
## 5681 extrinsic to membrane
## 5682 extrinsic to membrane
## 5683 extrinsic to membrane
## 5684 extrinsic to membrane
## 5685 extrinsic to membrane
## 5686 extrinsic to membrane
## 5687 extrinsic to membrane
## 5688 extrinsic to membrane
## 5689 extrinsic to membrane
## 5690 extrinsic to membrane
## 5691 extrinsic to membrane
## 5692 extrinsic to membrane
## 5693 extrinsic to membrane
## 5694 extrinsic to membrane
## 5695 extrinsic to membrane
## 5696 extrinsic to membrane
## 5697 extrinsic to membrane
## 5698 extrinsic to membrane
## 5699 extrinsic to membrane
## 5700 extrinsic to membrane
## 5701 extrinsic to membrane
## 5702 extrinsic to membrane
## 5703 extrinsic to membrane
## 5704 extrinsic to membrane
## 5705 extrinsic to membrane
## 5706 extrinsic to membrane
## 5707 extrinsic to membrane
## 5708 extrinsic to membrane
## 5709 extrinsic to membrane
## 5710 extrinsic to membrane
## 5711 extrinsic to membrane
## 5712 extrinsic to membrane
## 5713 extrinsic to membrane
## 5714 extrinsic to membrane
## 5715 extrinsic to membrane
## 5716 extrinsic to membrane
## 5717 extrinsic to membrane
## 5718 extrinsic to membrane
## 5719 contractile fiber
## 5720 contractile fiber
## 5721 contractile fiber
## 5722 contractile fiber
## 5723 contractile fiber
## 5724 contractile fiber
## 5725 contractile fiber
## 5726 contractile fiber
## 5727 contractile fiber
## 5728 contractile fiber
## 5729 contractile fiber
## 5730 contractile fiber
## 5731 contractile fiber
## 5732 contractile fiber
## 5733 contractile fiber
## 5734 contractile fiber
## 5735 contractile fiber
## 5736 contractile fiber
## 5737 contractile fiber
## 5738 contractile fiber
## 5739 contractile fiber
## 5740 cytoskeleton
## 5741 cytoskeleton
## 5742 cytoskeleton
## 5743 cytoskeleton
## 5744 cytoskeleton
## 5745 cytoskeleton
## 5746 cytoskeleton
## 5747 cytoskeleton
## 5748 cytoskeleton
## 5749 cytoskeleton
## 5750 cytoskeleton
## 5751 cytoskeleton
## 5752 cytoskeleton
## 5753 cytoskeleton
## 5754 cytoskeleton
## 5755 cytoskeleton
## 5756 cytoskeleton
## 5757 cytoskeleton
## 5758 cytoskeleton
## 5759 cytoskeleton
## 5760 cytoskeleton
## 5761 cytoskeleton
## 5762 cytoskeleton
## 5763 cytoskeleton
## 5764 cytoskeleton
## 5765 cytoskeleton
## 5766 cytoskeleton
## 5767 cytoskeleton
## 5768 cytoskeleton
## 5769 cytoskeleton
## 5770 cytoskeleton
## 5771 cytoskeleton
## 5772 cytoskeleton
## 5773 cytoskeleton
## 5774 cytoskeleton
## 5775 cytoskeleton
## 5776 cytoskeleton
## 5777 cytoskeleton
## 5778 cytoskeleton
## 5779 cytoskeleton
## 5780 cytoskeleton
## 5781 cytoskeleton
## 5782 cytoskeleton
## 5783 cytoskeleton
## 5784 cytoskeleton
## 5785 cytoskeleton
## 5786 cytoskeleton
## 5787 cytoskeleton
## 5788 cytoskeleton
## 5789 cytoskeleton
## 5790 cytoskeleton
## 5791 cytoskeleton
## 5792 cytoskeleton
## 5793 cytoskeleton
## 5794 cytoskeleton
## 5795 cytoskeleton
## 5796 cytoskeleton
## 5797 cytoskeleton
## 5798 cytoskeleton
## 5799 cytoskeleton
## 5800 cytoskeleton
## 5801 cytoskeleton
## 5802 cytoskeleton
## 5803 cytoskeleton
## 5804 cytoskeleton
## 5805 cytoskeleton
## 5806 cytoskeleton
## 5807 cytoskeleton
## 5808 cytoskeleton
## 5809 cytoskeleton
## 5810 cytoskeleton
## 5811 cytoskeleton
## 5812 cytoskeleton
## 5813 cytoskeleton
## 5814 cytoskeleton
## 5815 cytoskeleton
## 5816 cytoskeleton
## 5817 cytoskeleton
## 5818 cytoskeleton
## 5819 cytoskeleton
## 5820 cytoskeleton
## 5821 cytoskeleton
## 5822 cytoskeleton
## 5823 cytoskeleton
## 5824 cytoskeleton
## 5825 cytoskeleton
## 5826 cytoskeleton
## 5827 cytoskeleton
## 5828 cytoskeleton
## 5829 cytoskeleton
## 5830 cytoskeleton
## 5831 cytoskeleton
## 5832 cytoskeleton
## 5833 cytoskeleton
## 5834 cytoskeleton
## 5835 cytoskeleton
## 5836 cytoskeleton
## 5837 cytoskeleton
## 5838 cytoskeleton
## 5839 cytoskeleton
## 5840 cytoskeleton
## 5841 cytoskeleton
## 5842 cytoskeleton
## 5843 cytoskeleton
## 5844 cytoskeleton
## 5845 cytoskeleton
## 5846 cytoskeleton
## 5847 cytoskeleton
## 5848 cytoskeleton
## 5849 cytoskeleton
## 5850 cytoskeleton
## 5851 cytoskeleton
## 5852 cytoskeleton
## 5853 cytoskeleton
## 5854 cytoskeleton
## 5855 cytoskeleton
## 5856 cytoskeleton
## 5857 cytoskeleton
## 5858 cytoskeleton
## 5859 cytoskeleton
## 5860 cytoskeleton
## 5861 cytoskeleton
## 5862 cytoskeleton
## 5863 cytoskeleton
## 5864 cytoskeleton
## 5865 cytoskeleton
## 5866 cytoskeleton
## 5867 cytoskeleton
## 5868 cytoskeleton
## 5869 cytoskeleton
## 5870 cytoskeleton
## 5871 cytoskeleton
## 5872 cytoskeleton
## 5873 cytoskeleton
## 5874 cytoskeleton
## 5875 cytoskeleton
## 5876 cytoskeleton
## 5877 cytoskeleton
## 5878 cytoskeleton
## 5879 cytoskeleton
## 5880 cytoskeleton
## 5881 cytoskeleton
## 5882 cytoskeleton
## 5883 cytoskeleton
## 5884 cytoskeleton
## 5885 tight junction
## 5886 tight junction
## 5887 tight junction
## 5888 tight junction
## 5889 tight junction
## 5890 tight junction
## 5891 tight junction
## 5892 tight junction
## 5893 tight junction
## 5894 tight junction
## 5895 tight junction
## 5896 tight junction
## 5897 tight junction
## 5898 tight junction
## 5899 tight junction
## 5900 tight junction
## 5901 tight junction
## 5902 tight junction
## 5903 occluding junction
## 5904 occluding junction
## 5905 occluding junction
## 5906 occluding junction
## 5907 occluding junction
## 5908 occluding junction
## 5909 occluding junction
## 5910 occluding junction
## 5911 occluding junction
## 5912 occluding junction
## 5913 occluding junction
## 5914 occluding junction
## 5915 occluding junction
## 5916 occluding junction
## 5917 occluding junction
## 5918 occluding junction
## 5919 occluding junction
## 5920 occluding junction
## 5921 membrane fraction
## 5922 membrane fraction
## 5923 membrane fraction
## 5924 membrane fraction
## 5925 membrane fraction
## 5926 membrane fraction
## 5927 membrane fraction
## 5928 membrane fraction
## 5929 membrane fraction
## 5930 membrane fraction
## 5931 membrane fraction
## 5932 membrane fraction
## 5933 membrane fraction
## 5934 membrane fraction
## 5935 membrane fraction
## 5936 membrane fraction
## 5937 membrane fraction
## 5938 membrane fraction
## 5939 membrane fraction
## 5940 membrane fraction
## 5941 membrane fraction
## 5942 membrane fraction
## 5943 membrane fraction
## 5944 membrane fraction
## 5945 membrane fraction
## 5946 membrane fraction
## 5947 membrane fraction
## 5948 membrane fraction
## 5949 membrane fraction
## 5950 membrane fraction
## 5951 membrane fraction
## 5952 membrane fraction
## 5953 membrane fraction
## 5954 membrane fraction
## 5955 membrane fraction
## 5956 membrane fraction
## 5957 membrane fraction
## 5958 membrane fraction
## 5959 membrane fraction
## 5960 membrane fraction
## 5961 membrane fraction
## 5962 membrane fraction
## 5963 membrane fraction
## 5964 membrane fraction
## 5965 membrane fraction
## 5966 membrane fraction
## 5967 membrane fraction
## 5968 membrane fraction
## 5969 membrane fraction
## 5970 membrane fraction
## 5971 membrane fraction
## 5972 membrane fraction
## 5973 membrane fraction
## 5974 membrane fraction
## 5975 membrane fraction
## 5976 membrane fraction
## 5977 membrane fraction
## 5978 membrane fraction
## 5979 membrane fraction
## 5980 membrane fraction
## 5981 membrane fraction
## 5982 membrane fraction
## 5983 membrane fraction
## 5984 membrane fraction
## 5985 membrane fraction
## 5986 membrane fraction
## 5987 membrane fraction
## 5988 membrane fraction
## 5989 membrane fraction
## 5990 membrane fraction
## 5991 membrane fraction
## 5992 membrane fraction
## 5993 membrane fraction
## 5994 membrane fraction
## 5995 insoluble fraction
## 5996 insoluble fraction
## 5997 insoluble fraction
## 5998 insoluble fraction
## 5999 insoluble fraction
## 6000 insoluble fraction
## 6001 insoluble fraction
## 6002 insoluble fraction
## 6003 insoluble fraction
## 6004 insoluble fraction
## 6005 insoluble fraction
## 6006 insoluble fraction
## 6007 insoluble fraction
## 6008 insoluble fraction
## 6009 insoluble fraction
## 6010 insoluble fraction
## 6011 insoluble fraction
## 6012 insoluble fraction
## 6013 insoluble fraction
## 6014 insoluble fraction
## 6015 insoluble fraction
## 6016 insoluble fraction
## 6017 insoluble fraction
## 6018 insoluble fraction
## 6019 insoluble fraction
## 6020 insoluble fraction
## 6021 insoluble fraction
## 6022 insoluble fraction
## 6023 insoluble fraction
## 6024 insoluble fraction
## 6025 insoluble fraction
## 6026 insoluble fraction
## 6027 insoluble fraction
## 6028 insoluble fraction
## 6029 insoluble fraction
## 6030 insoluble fraction
## 6031 insoluble fraction
## 6032 insoluble fraction
## 6033 insoluble fraction
## 6034 insoluble fraction
## 6035 insoluble fraction
## 6036 insoluble fraction
## 6037 insoluble fraction
## 6038 insoluble fraction
## 6039 insoluble fraction
## 6040 insoluble fraction
## 6041 insoluble fraction
## 6042 insoluble fraction
## 6043 insoluble fraction
## 6044 insoluble fraction
## 6045 insoluble fraction
## 6046 insoluble fraction
## 6047 insoluble fraction
## 6048 insoluble fraction
## 6049 insoluble fraction
## 6050 insoluble fraction
## 6051 insoluble fraction
## 6052 insoluble fraction
## 6053 insoluble fraction
## 6054 insoluble fraction
## 6055 insoluble fraction
## 6056 insoluble fraction
## 6057 insoluble fraction
## 6058 insoluble fraction
## 6059 insoluble fraction
## 6060 insoluble fraction
## 6061 insoluble fraction
## 6062 insoluble fraction
## 6063 insoluble fraction
## 6064 insoluble fraction
## 6065 insoluble fraction
## 6066 insoluble fraction
## 6067 insoluble fraction
## 6068 insoluble fraction
## 6069 insoluble fraction
## 6070 insoluble fraction
## 6071 Golgi apparatus
## 6072 Golgi apparatus
## 6073 Golgi apparatus
## 6074 Golgi apparatus
## 6075 Golgi apparatus
## 6076 Golgi apparatus
## 6077 Golgi apparatus
## 6078 Golgi apparatus
## 6079 Golgi apparatus
## 6080 Golgi apparatus
## 6081 Golgi apparatus
## 6082 Golgi apparatus
## 6083 Golgi apparatus
## 6084 Golgi apparatus
## 6085 Golgi apparatus
## 6086 Golgi apparatus
## 6087 Golgi apparatus
## 6088 Golgi apparatus
## 6089 Golgi apparatus
## 6090 Golgi apparatus
## 6091 Golgi apparatus
## 6092 Golgi apparatus
## 6093 Golgi apparatus
## 6094 Golgi apparatus
## 6095 Golgi apparatus
## 6096 Golgi apparatus
## 6097 Golgi apparatus
## 6098 Golgi apparatus
## 6099 Golgi apparatus
## 6100 Golgi apparatus
## 6101 Golgi apparatus
## 6102 Golgi apparatus
## 6103 Golgi apparatus
## 6104 Golgi apparatus
## 6105 Golgi apparatus
## 6106 Golgi apparatus
## 6107 Golgi apparatus
## 6108 Golgi apparatus
## 6109 Golgi apparatus
## 6110 Golgi apparatus
## 6111 Golgi apparatus
## 6112 Golgi apparatus
## 6113 Golgi apparatus
## 6114 Golgi apparatus
## 6115 Golgi apparatus
## 6116 Golgi apparatus
## 6117 Golgi apparatus
## 6118 Golgi apparatus
## 6119 Golgi apparatus
## 6120 Golgi apparatus
## 6121 Golgi apparatus
## 6122 Golgi apparatus
## 6123 Golgi apparatus
## 6124 Golgi apparatus
## 6125 Golgi apparatus
## 6126 Golgi apparatus
## 6127 Golgi apparatus
## 6128 Golgi apparatus
## 6129 Golgi apparatus
## 6130 Golgi apparatus
## 6131 Golgi apparatus
## 6132 Golgi apparatus
## 6133 Golgi apparatus
## 6134 Golgi apparatus
## 6135 Golgi apparatus
## 6136 Golgi apparatus
## 6137 Golgi apparatus
## 6138 Golgi apparatus
## 6139 Golgi apparatus
## 6140 Golgi apparatus
## 6141 Golgi apparatus
## 6142 Golgi apparatus
## 6143 Golgi apparatus
## 6144 Golgi apparatus
## 6145 Golgi apparatus
## 6146 Golgi apparatus
## 6147 Golgi apparatus
## 6148 Golgi apparatus
## 6149 Golgi apparatus
## 6150 Golgi apparatus
## 6151 Golgi apparatus
## 6152 Golgi apparatus
## 6153 Golgi apparatus
## 6154 Golgi apparatus
## 6155 Golgi apparatus
## 6156 Golgi apparatus
## 6157 Golgi apparatus
## 6158 Golgi apparatus
## 6159 Golgi apparatus
## 6160 Golgi apparatus
## 6161 Golgi apparatus
## 6162 Golgi apparatus
## 6163 Golgi apparatus
## 6164 Golgi apparatus
## 6165 contractile fiber part
## 6166 contractile fiber part
## 6167 contractile fiber part
## 6168 contractile fiber part
## 6169 contractile fiber part
## 6170 contractile fiber part
## 6171 contractile fiber part
## 6172 contractile fiber part
## 6173 contractile fiber part
## 6174 contractile fiber part
## 6175 contractile fiber part
## 6176 contractile fiber part
## 6177 contractile fiber part
## 6178 contractile fiber part
## 6179 contractile fiber part
## 6180 contractile fiber part
## 6181 contractile fiber part
## 6182 contractile fiber part
## 6183 contractile fiber part
## 6184 vacuole
## 6185 vacuole
## 6186 vacuole
## 6187 vacuole
## 6188 vacuole
## 6189 vacuole
## 6190 vacuole
## 6191 vacuole
## 6192 vacuole
## 6193 vacuole
## 6194 vacuole
## 6195 vacuole
## 6196 vacuole
## 6197 vacuole
## 6198 vacuole
## 6199 vacuole
## 6200 vacuole
## 6201 vacuole
## 6202 vacuole
## 6203 vacuole
## 6204 vacuole
## 6205 vacuole
## 6206 vacuole
## 6207 vacuole
## 6208 vacuole
## 6209 vacuole
## 6210 vacuole
## 6211 vacuole
## 6212 vacuole
## 6213 vacuole
## 6214 vacuole
## 6215 vacuole
## 6216 vacuole
## 6217 vacuole
## 6218 vacuole
## 6219 apicolateral plasma membrane
## 6220 apicolateral plasma membrane
## 6221 apicolateral plasma membrane
## 6222 apicolateral plasma membrane
## 6223 apicolateral plasma membrane
## 6224 apicolateral plasma membrane
## 6225 apicolateral plasma membrane
## 6226 apicolateral plasma membrane
## 6227 apicolateral plasma membrane
## 6228 apicolateral plasma membrane
## 6229 apicolateral plasma membrane
## 6230 apicolateral plasma membrane
## 6231 apicolateral plasma membrane
## 6232 apicolateral plasma membrane
## 6233 apicolateral plasma membrane
## 6234 apicolateral plasma membrane
## 6235 apicolateral plasma membrane
## 6236 apicolateral plasma membrane
## 6237 apicolateral plasma membrane
## 6238 apicolateral plasma membrane
## 6239 apicolateral plasma membrane
## 6240 organelle envelope
## 6241 organelle envelope
## 6242 organelle envelope
## 6243 organelle envelope
## 6244 organelle envelope
## 6245 organelle envelope
## 6246 organelle envelope
## 6247 organelle envelope
## 6248 organelle envelope
## 6249 organelle envelope
## 6250 organelle envelope
## 6251 organelle envelope
## 6252 organelle envelope
## 6253 organelle envelope
## 6254 organelle envelope
## 6255 organelle envelope
## 6256 organelle envelope
## 6257 organelle envelope
## 6258 organelle envelope
## 6259 organelle envelope
## 6260 organelle envelope
## 6261 organelle envelope
## 6262 organelle envelope
## 6263 organelle envelope
## 6264 organelle envelope
## 6265 organelle envelope
## 6266 organelle envelope
## 6267 organelle envelope
## 6268 organelle envelope
## 6269 organelle envelope
## 6270 organelle envelope
## 6271 organelle envelope
## 6272 organelle envelope
## 6273 organelle envelope
## 6274 organelle envelope
## 6275 organelle envelope
## 6276 organelle envelope
## 6277 organelle envelope
## 6278 organelle envelope
## 6279 organelle envelope
## 6280 organelle envelope
## 6281 organelle envelope
## 6282 organelle envelope
## 6283 organelle envelope
## 6284 organelle envelope
## 6285 organelle envelope
## 6286 organelle envelope
## 6287 organelle envelope
## 6288 organelle envelope
## 6289 organelle envelope
## 6290 organelle envelope
## 6291 organelle envelope
## 6292 organelle envelope
## 6293 organelle envelope
## 6294 organelle envelope
## 6295 organelle envelope
## 6296 organelle envelope
## 6297 organelle envelope
## 6298 organelle envelope
## 6299 organelle envelope
## 6300 organelle envelope
## 6301 organelle envelope
## 6302 organelle envelope
## 6303 organelle envelope
## 6304 organelle envelope
## 6305 organelle envelope
## 6306 organelle envelope
## 6307 organelle envelope
## 6308 organelle envelope
## 6309 organelle envelope
## 6310 organelle envelope
## 6311 organelle envelope
## 6312 organelle envelope
## 6313 organelle envelope
## 6314 organelle envelope
## 6315 postsynaptic density
## 6316 postsynaptic density
## 6317 postsynaptic density
## 6318 postsynaptic density
## 6319 postsynaptic density
## 6320 postsynaptic density
## 6321 postsynaptic density
## 6322 postsynaptic density
## 6323 postsynaptic density
## 6324 postsynaptic density
## 6325 postsynaptic density
## 6326 postsynaptic density
## 6327 postsynaptic density
## 6328 envelope
## 6329 envelope
## 6330 envelope
## 6331 envelope
## 6332 envelope
## 6333 envelope
## 6334 envelope
## 6335 envelope
## 6336 envelope
## 6337 envelope
## 6338 envelope
## 6339 envelope
## 6340 envelope
## 6341 envelope
## 6342 envelope
## 6343 envelope
## 6344 envelope
## 6345 envelope
## 6346 envelope
## 6347 envelope
## 6348 envelope
## 6349 envelope
## 6350 envelope
## 6351 envelope
## 6352 envelope
## 6353 envelope
## 6354 envelope
## 6355 envelope
## 6356 envelope
## 6357 envelope
## 6358 envelope
## 6359 envelope
## 6360 envelope
## 6361 envelope
## 6362 envelope
## 6363 envelope
## 6364 envelope
## 6365 envelope
## 6366 envelope
## 6367 envelope
## 6368 envelope
## 6369 envelope
## 6370 envelope
## 6371 envelope
## 6372 envelope
## 6373 envelope
## 6374 envelope
## 6375 envelope
## 6376 envelope
## 6377 envelope
## 6378 envelope
## 6379 envelope
## 6380 envelope
## 6381 envelope
## 6382 envelope
## 6383 envelope
## 6384 envelope
## 6385 envelope
## 6386 envelope
## 6387 envelope
## 6388 envelope
## 6389 envelope
## 6390 envelope
## 6391 envelope
## 6392 envelope
## 6393 envelope
## 6394 envelope
## 6395 envelope
## 6396 envelope
## 6397 envelope
## 6398 envelope
## 6399 envelope
## 6400 envelope
## 6401 envelope
## 6402 envelope
## 6403 cell-cell junction
## 6404 cell-cell junction
## 6405 cell-cell junction
## 6406 cell-cell junction
## 6407 cell-cell junction
## 6408 cell-cell junction
## 6409 cell-cell junction
## 6410 cell-cell junction
## 6411 cell-cell junction
## 6412 cell-cell junction
## 6413 cell-cell junction
## 6414 cell-cell junction
## 6415 cell-cell junction
## 6416 cell-cell junction
## 6417 cell-cell junction
## 6418 cell-cell junction
## 6419 cell-cell junction
## 6420 cell-cell junction
## 6421 cell-cell junction
## 6422 cell-cell junction
## 6423 cell-cell junction
## 6424 cell-cell junction
## 6425 cell-cell junction
## 6426 cell-cell junction
## 6427 cell-cell junction
## 6428 cell-cell junction
## 6429 cell-cell junction
## 6430 cell-cell junction
## 6431 cell-cell junction
## 6432 cell-cell junction
## 6433 membrane raft
## 6434 membrane raft
## 6435 membrane raft
## 6436 membrane raft
## 6437 membrane raft
## 6438 membrane raft
## 6439 membrane raft
## 6440 membrane raft
## 6441 membrane raft
## 6442 membrane raft
## 6443 membrane raft
## 6444 membrane raft
## 6445 membrane raft
## 6446 membrane raft
## 6447 membrane raft
## 6448 membrane raft
## 6449 membrane raft
## 6450 membrane raft
## 6451 microsome
## 6452 microsome
## 6453 microsome
## 6454 microsome
## 6455 microsome
## 6456 microsome
## 6457 microsome
## 6458 microsome
## 6459 microsome
## 6460 microsome
## 6461 microsome
## 6462 microsome
## 6463 microsome
## 6464 microsome
## 6465 microsome
## 6466 microsome
## 6467 microsome
## 6468 microsome
## 6469 microsome
## 6470 microsome
## 6471 microsome
## 6472 microsome
## 6473 microsome
## 6474 microsome
## 6475 microsome
## 6476 microsome
## 6477 microsome
## 6478 microsome
## 6479 microsome
## 6480 microsome
## 6481 small GTPase regulator activity
## 6482 small GTPase regulator activity
## 6483 small GTPase regulator activity
## 6484 small GTPase regulator activity
## 6485 small GTPase regulator activity
## 6486 small GTPase regulator activity
## 6487 small GTPase regulator activity
## 6488 small GTPase regulator activity
## 6489 small GTPase regulator activity
## 6490 small GTPase regulator activity
## 6491 small GTPase regulator activity
## 6492 small GTPase regulator activity
## 6493 small GTPase regulator activity
## 6494 small GTPase regulator activity
## 6495 small GTPase regulator activity
## 6496 small GTPase regulator activity
## 6497 small GTPase regulator activity
## 6498 small GTPase regulator activity
## 6499 small GTPase regulator activity
## 6500 small GTPase regulator activity
## 6501 small GTPase regulator activity
## 6502 small GTPase regulator activity
## 6503 small GTPase regulator activity
## 6504 small GTPase regulator activity
## 6505 small GTPase regulator activity
## 6506 small GTPase regulator activity
## 6507 small GTPase regulator activity
## 6508 small GTPase regulator activity
## 6509 small GTPase regulator activity
## 6510 small GTPase regulator activity
## 6511 small GTPase regulator activity
## 6512 small GTPase regulator activity
## 6513 small GTPase regulator activity
## 6514 small GTPase regulator activity
## 6515 small GTPase regulator activity
## 6516 small GTPase regulator activity
## 6517 small GTPase regulator activity
## 6518 small GTPase regulator activity
## 6519 small GTPase regulator activity
## 6520 small GTPase regulator activity
## 6521 small GTPase regulator activity
## 6522 small GTPase regulator activity
## 6523 small GTPase regulator activity
## 6524 small GTPase regulator activity
## 6525 small GTPase regulator activity
## 6526 small GTPase regulator activity
## 6527 small GTPase regulator activity
## 6528 small GTPase regulator activity
## 6529 small GTPase regulator activity
## 6530 small GTPase regulator activity
## 6531 cytoskeletal protein binding
## 6532 cytoskeletal protein binding
## 6533 cytoskeletal protein binding
## 6534 cytoskeletal protein binding
## 6535 cytoskeletal protein binding
## 6536 cytoskeletal protein binding
## 6537 cytoskeletal protein binding
## 6538 cytoskeletal protein binding
## 6539 cytoskeletal protein binding
## 6540 cytoskeletal protein binding
## 6541 cytoskeletal protein binding
## 6542 cytoskeletal protein binding
## 6543 cytoskeletal protein binding
## 6544 cytoskeletal protein binding
## 6545 cytoskeletal protein binding
## 6546 cytoskeletal protein binding
## 6547 cytoskeletal protein binding
## 6548 cytoskeletal protein binding
## 6549 cytoskeletal protein binding
## 6550 cytoskeletal protein binding
## 6551 cytoskeletal protein binding
## 6552 cytoskeletal protein binding
## 6553 cytoskeletal protein binding
## 6554 cytoskeletal protein binding
## 6555 cytoskeletal protein binding
## 6556 cytoskeletal protein binding
## 6557 cytoskeletal protein binding
## 6558 cytoskeletal protein binding
## 6559 cytoskeletal protein binding
## 6560 cytoskeletal protein binding
## 6561 cytoskeletal protein binding
## 6562 cytoskeletal protein binding
## 6563 cytoskeletal protein binding
## 6564 cytoskeletal protein binding
## 6565 cytoskeletal protein binding
## 6566 cytoskeletal protein binding
## 6567 cytoskeletal protein binding
## 6568 cytoskeletal protein binding
## 6569 cytoskeletal protein binding
## 6570 cytoskeletal protein binding
## 6571 cytoskeletal protein binding
## 6572 cytoskeletal protein binding
## 6573 cytoskeletal protein binding
## 6574 cytoskeletal protein binding
## 6575 cytoskeletal protein binding
## 6576 cytoskeletal protein binding
## 6577 cytoskeletal protein binding
## 6578 cytoskeletal protein binding
## 6579 cytoskeletal protein binding
## 6580 cytoskeletal protein binding
## 6581 cytoskeletal protein binding
## 6582 cytoskeletal protein binding
## 6583 cytoskeletal protein binding
## 6584 cytoskeletal protein binding
## 6585 cytoskeletal protein binding
## 6586 cytoskeletal protein binding
## 6587 cytoskeletal protein binding
## 6588 cytoskeletal protein binding
## 6589 cytoskeletal protein binding
## 6590 cytoskeletal protein binding
## 6591 cytoskeletal protein binding
## 6592 cytoskeletal protein binding
## 6593 cytoskeletal protein binding
## 6594 cytoskeletal protein binding
## 6595 cytoskeletal protein binding
## 6596 cytoskeletal protein binding
## 6597 cytoskeletal protein binding
## 6598 cytoskeletal protein binding
## 6599 cytoskeletal protein binding
## 6600 cytoskeletal protein binding
## 6601 cytoskeletal protein binding
## 6602 cytoskeletal protein binding
## 6603 cytoskeletal protein binding
## 6604 cytoskeletal protein binding
## 6605 cytoskeletal protein binding
## 6606 cytoskeletal protein binding
## 6607 cytoskeletal protein binding
## 6608 nucleoside-triphosphatase regulator activity
## 6609 nucleoside-triphosphatase regulator activity
## 6610 nucleoside-triphosphatase regulator activity
## 6611 nucleoside-triphosphatase regulator activity
## 6612 nucleoside-triphosphatase regulator activity
## 6613 nucleoside-triphosphatase regulator activity
## 6614 nucleoside-triphosphatase regulator activity
## 6615 nucleoside-triphosphatase regulator activity
## 6616 nucleoside-triphosphatase regulator activity
## 6617 nucleoside-triphosphatase regulator activity
## 6618 nucleoside-triphosphatase regulator activity
## 6619 nucleoside-triphosphatase regulator activity
## 6620 nucleoside-triphosphatase regulator activity
## 6621 nucleoside-triphosphatase regulator activity
## 6622 nucleoside-triphosphatase regulator activity
## 6623 nucleoside-triphosphatase regulator activity
## 6624 nucleoside-triphosphatase regulator activity
## 6625 nucleoside-triphosphatase regulator activity
## 6626 nucleoside-triphosphatase regulator activity
## 6627 nucleoside-triphosphatase regulator activity
## 6628 nucleoside-triphosphatase regulator activity
## 6629 nucleoside-triphosphatase regulator activity
## 6630 nucleoside-triphosphatase regulator activity
## 6631 nucleoside-triphosphatase regulator activity
## 6632 nucleoside-triphosphatase regulator activity
## 6633 nucleoside-triphosphatase regulator activity
## 6634 nucleoside-triphosphatase regulator activity
## 6635 nucleoside-triphosphatase regulator activity
## 6636 nucleoside-triphosphatase regulator activity
## 6637 nucleoside-triphosphatase regulator activity
## 6638 nucleoside-triphosphatase regulator activity
## 6639 nucleoside-triphosphatase regulator activity
## 6640 nucleoside-triphosphatase regulator activity
## 6641 nucleoside-triphosphatase regulator activity
## 6642 nucleoside-triphosphatase regulator activity
## 6643 nucleoside-triphosphatase regulator activity
## 6644 nucleoside-triphosphatase regulator activity
## 6645 nucleoside-triphosphatase regulator activity
## 6646 nucleoside-triphosphatase regulator activity
## 6647 nucleoside-triphosphatase regulator activity
## 6648 nucleoside-triphosphatase regulator activity
## 6649 nucleoside-triphosphatase regulator activity
## 6650 nucleoside-triphosphatase regulator activity
## 6651 nucleoside-triphosphatase regulator activity
## 6652 nucleoside-triphosphatase regulator activity
## 6653 nucleoside-triphosphatase regulator activity
## 6654 nucleoside-triphosphatase regulator activity
## 6655 nucleoside-triphosphatase regulator activity
## 6656 nucleoside-triphosphatase regulator activity
## 6657 nucleoside-triphosphatase regulator activity
## 6658 nucleoside-triphosphatase regulator activity
## 6659 nucleoside-triphosphatase regulator activity
## 6660 nucleoside-triphosphatase regulator activity
## 6661 nucleoside-triphosphatase regulator activity
## 6662 nucleoside-triphosphatase regulator activity
## 6663 nucleoside-triphosphatase regulator activity
## 6664 nucleoside-triphosphatase regulator activity
## 6665 nucleoside-triphosphatase regulator activity
## 6666 nucleoside-triphosphatase regulator activity
## 6667 nucleoside-triphosphatase regulator activity
## 6668 nucleoside-triphosphatase regulator activity
## 6669 nucleoside-triphosphatase regulator activity
## 6670 nucleoside-triphosphatase regulator activity
## 6671 nucleoside-triphosphatase regulator activity
## 6672 nucleoside-triphosphatase regulator activity
## 6673 nucleoside-triphosphatase regulator activity
## 6674 nucleoside-triphosphatase regulator activity
## 6675 nucleoside-triphosphatase regulator activity
## 6676 GTPase regulator activity
## 6677 GTPase regulator activity
## 6678 GTPase regulator activity
## 6679 GTPase regulator activity
## 6680 GTPase regulator activity
## 6681 GTPase regulator activity
## 6682 GTPase regulator activity
## 6683 GTPase regulator activity
## 6684 GTPase regulator activity
## 6685 GTPase regulator activity
## 6686 GTPase regulator activity
## 6687 GTPase regulator activity
## 6688 GTPase regulator activity
## 6689 GTPase regulator activity
## 6690 GTPase regulator activity
## 6691 GTPase regulator activity
## 6692 GTPase regulator activity
## 6693 GTPase regulator activity
## 6694 GTPase regulator activity
## 6695 GTPase regulator activity
## 6696 GTPase regulator activity
## 6697 GTPase regulator activity
## 6698 GTPase regulator activity
## 6699 GTPase regulator activity
## 6700 GTPase regulator activity
## 6701 GTPase regulator activity
## 6702 GTPase regulator activity
## 6703 GTPase regulator activity
## 6704 GTPase regulator activity
## 6705 GTPase regulator activity
## 6706 GTPase regulator activity
## 6707 GTPase regulator activity
## 6708 GTPase regulator activity
## 6709 GTPase regulator activity
## 6710 GTPase regulator activity
## 6711 GTPase regulator activity
## 6712 GTPase regulator activity
## 6713 GTPase regulator activity
## 6714 GTPase regulator activity
## 6715 GTPase regulator activity
## 6716 GTPase regulator activity
## 6717 GTPase regulator activity
## 6718 GTPase regulator activity
## 6719 GTPase regulator activity
## 6720 GTPase regulator activity
## 6721 GTPase regulator activity
## 6722 GTPase regulator activity
## 6723 GTPase regulator activity
## 6724 GTPase regulator activity
## 6725 GTPase regulator activity
## 6726 GTPase regulator activity
## 6727 GTPase regulator activity
## 6728 GTPase regulator activity
## 6729 GTPase regulator activity
## 6730 GTPase regulator activity
## 6731 GTPase regulator activity
## 6732 GTPase regulator activity
## 6733 GTPase regulator activity
## 6734 GTPase regulator activity
## 6735 GTPase regulator activity
## 6736 GTPase regulator activity
## 6737 GTPase regulator activity
## 6738 GTPase regulator activity
## 6739 GTPase regulator activity
## 6740 GTPase regulator activity
## 6741 GTPase regulator activity
## 6742 GTPase regulator activity
## 6743 enzyme activator activity
## 6744 enzyme activator activity
## 6745 enzyme activator activity
## 6746 enzyme activator activity
## 6747 enzyme activator activity
## 6748 enzyme activator activity
## 6749 enzyme activator activity
## 6750 enzyme activator activity
## 6751 enzyme activator activity
## 6752 enzyme activator activity
## 6753 enzyme activator activity
## 6754 enzyme activator activity
## 6755 enzyme activator activity
## 6756 enzyme activator activity
## 6757 enzyme activator activity
## 6758 enzyme activator activity
## 6759 enzyme activator activity
## 6760 enzyme activator activity
## 6761 enzyme activator activity
## 6762 enzyme activator activity
## 6763 enzyme activator activity
## 6764 enzyme activator activity
## 6765 enzyme activator activity
## 6766 enzyme activator activity
## 6767 enzyme activator activity
## 6768 enzyme activator activity
## 6769 enzyme activator activity
## 6770 enzyme activator activity
## 6771 enzyme activator activity
## 6772 enzyme activator activity
## 6773 enzyme activator activity
## 6774 enzyme activator activity
## 6775 enzyme activator activity
## 6776 enzyme activator activity
## 6777 enzyme activator activity
## 6778 enzyme activator activity
## 6779 enzyme activator activity
## 6780 enzyme activator activity
## 6781 enzyme activator activity
## 6782 enzyme activator activity
## 6783 enzyme activator activity
## 6784 enzyme activator activity
## 6785 enzyme activator activity
## 6786 enzyme activator activity
## 6787 enzyme activator activity
## 6788 enzyme activator activity
## 6789 enzyme activator activity
## 6790 enzyme activator activity
## 6791 enzyme activator activity
## 6792 nucleoside binding
## 6793 nucleoside binding
## 6794 nucleoside binding
## 6795 nucleoside binding
## 6796 nucleoside binding
## 6797 nucleoside binding
## 6798 nucleoside binding
## 6799 nucleoside binding
## 6800 nucleoside binding
## 6801 nucleoside binding
## 6802 nucleoside binding
## 6803 nucleoside binding
## 6804 nucleoside binding
## 6805 nucleoside binding
## 6806 nucleoside binding
## 6807 nucleoside binding
## 6808 nucleoside binding
## 6809 nucleoside binding
## 6810 nucleoside binding
## 6811 nucleoside binding
## 6812 nucleoside binding
## 6813 nucleoside binding
## 6814 nucleoside binding
## 6815 nucleoside binding
## 6816 nucleoside binding
## 6817 nucleoside binding
## 6818 nucleoside binding
## 6819 nucleoside binding
## 6820 nucleoside binding
## 6821 nucleoside binding
## 6822 nucleoside binding
## 6823 nucleoside binding
## 6824 nucleoside binding
## 6825 nucleoside binding
## 6826 nucleoside binding
## 6827 nucleoside binding
## 6828 nucleoside binding
## 6829 nucleoside binding
## 6830 nucleoside binding
## 6831 nucleoside binding
## 6832 nucleoside binding
## 6833 nucleoside binding
## 6834 nucleoside binding
## 6835 nucleoside binding
## 6836 nucleoside binding
## 6837 nucleoside binding
## 6838 nucleoside binding
## 6839 nucleoside binding
## 6840 nucleoside binding
## 6841 nucleoside binding
## 6842 nucleoside binding
## 6843 nucleoside binding
## 6844 nucleoside binding
## 6845 nucleoside binding
## 6846 nucleoside binding
## 6847 nucleoside binding
## 6848 nucleoside binding
## 6849 nucleoside binding
## 6850 nucleoside binding
## 6851 nucleoside binding
## 6852 nucleoside binding
## 6853 nucleoside binding
## 6854 nucleoside binding
## 6855 nucleoside binding
## 6856 nucleoside binding
## 6857 nucleoside binding
## 6858 nucleoside binding
## 6859 nucleoside binding
## 6860 nucleoside binding
## 6861 nucleoside binding
## 6862 nucleoside binding
## 6863 nucleoside binding
## 6864 nucleoside binding
## 6865 nucleoside binding
## 6866 nucleoside binding
## 6867 nucleoside binding
## 6868 nucleoside binding
## 6869 nucleoside binding
## 6870 nucleoside binding
## 6871 nucleoside binding
## 6872 nucleoside binding
## 6873 nucleoside binding
## 6874 nucleoside binding
## 6875 nucleoside binding
## 6876 nucleoside binding
## 6877 nucleoside binding
## 6878 nucleoside binding
## 6879 nucleoside binding
## 6880 nucleoside binding
## 6881 nucleoside binding
## 6882 nucleoside binding
## 6883 nucleoside binding
## 6884 nucleoside binding
## 6885 nucleoside binding
## 6886 nucleoside binding
## 6887 nucleoside binding
## 6888 nucleoside binding
## 6889 nucleoside binding
## 6890 nucleoside binding
## 6891 nucleoside binding
## 6892 nucleoside binding
## 6893 nucleoside binding
## 6894 nucleoside binding
## 6895 nucleoside binding
## 6896 nucleoside binding
## 6897 nucleoside binding
## 6898 nucleoside binding
## 6899 nucleoside binding
## 6900 nucleoside binding
## 6901 nucleoside binding
## 6902 nucleoside binding
## 6903 nucleoside binding
## 6904 nucleoside binding
## 6905 nucleoside binding
## 6906 nucleoside binding
## 6907 nucleoside binding
## 6908 nucleoside binding
## 6909 nucleoside binding
## 6910 nucleoside binding
## 6911 nucleoside binding
## 6912 nucleoside binding
## 6913 nucleoside binding
## 6914 nucleoside binding
## 6915 nucleoside binding
## 6916 nucleoside binding
## 6917 nucleoside binding
## 6918 nucleoside binding
## 6919 nucleoside binding
## 6920 nucleoside binding
## 6921 nucleoside binding
## 6922 nucleoside binding
## 6923 nucleoside binding
## 6924 nucleoside binding
## 6925 nucleoside binding
## 6926 nucleoside binding
## 6927 nucleoside binding
## 6928 nucleoside binding
## 6929 nucleoside binding
## 6930 nucleoside binding
## 6931 nucleoside binding
## 6932 nucleoside binding
## 6933 nucleoside binding
## 6934 nucleoside binding
## 6935 nucleoside binding
## 6936 nucleoside binding
## 6937 nucleoside binding
## 6938 nucleoside binding
## 6939 nucleoside binding
## 6940 nucleoside binding
## 6941 nucleoside binding
## 6942 nucleoside binding
## 6943 nucleoside binding
## 6944 nucleoside binding
## 6945 nucleoside binding
## 6946 nucleoside binding
## 6947 nucleoside binding
## 6948 nucleoside binding
## 6949 nucleoside binding
## 6950 nucleoside binding
## 6951 nucleoside binding
## 6952 nucleoside binding
## 6953 nucleoside binding
## 6954 nucleoside binding
## 6955 nucleoside binding
## 6956 nucleoside binding
## 6957 nucleoside binding
## 6958 nucleoside binding
## 6959 nucleoside binding
## 6960 nucleoside binding
## 6961 nucleoside binding
## 6962 nucleoside binding
## 6963 nucleoside binding
## 6964 nucleoside binding
## 6965 nucleoside binding
## 6966 nucleoside binding
## 6967 nucleoside binding
## 6968 nucleoside binding
## 6969 nucleoside binding
## 6970 nucleoside binding
## 6971 nucleoside binding
## 6972 nucleoside binding
## 6973 nucleoside binding
## 6974 nucleoside binding
## 6975 nucleoside binding
## 6976 nucleoside binding
## 6977 nucleoside binding
## 6978 nucleoside binding
## 6979 nucleoside binding
## 6980 nucleoside binding
## 6981 nucleoside binding
## 6982 nucleoside binding
## 6983 nucleoside binding
## 6984 nucleoside binding
## 6985 nucleoside binding
## 6986 nucleoside binding
## 6987 nucleoside binding
## 6988 nucleoside binding
## 6989 nucleoside binding
## 6990 nucleoside binding
## 6991 nucleoside binding
## 6992 adenyl nucleotide binding
## 6993 adenyl nucleotide binding
## 6994 adenyl nucleotide binding
## 6995 adenyl nucleotide binding
## 6996 adenyl nucleotide binding
## 6997 adenyl nucleotide binding
## 6998 adenyl nucleotide binding
## 6999 adenyl nucleotide binding
## 7000 adenyl nucleotide binding
## 7001 adenyl nucleotide binding
## 7002 adenyl nucleotide binding
## 7003 adenyl nucleotide binding
## 7004 adenyl nucleotide binding
## 7005 adenyl nucleotide binding
## 7006 adenyl nucleotide binding
## 7007 adenyl nucleotide binding
## 7008 adenyl nucleotide binding
## 7009 adenyl nucleotide binding
## 7010 adenyl nucleotide binding
## 7011 adenyl nucleotide binding
## 7012 adenyl nucleotide binding
## 7013 adenyl nucleotide binding
## 7014 adenyl nucleotide binding
## 7015 adenyl nucleotide binding
## 7016 adenyl nucleotide binding
## 7017 adenyl nucleotide binding
## 7018 adenyl nucleotide binding
## 7019 adenyl nucleotide binding
## 7020 adenyl nucleotide binding
## 7021 adenyl nucleotide binding
## 7022 adenyl nucleotide binding
## 7023 adenyl nucleotide binding
## 7024 adenyl nucleotide binding
## 7025 adenyl nucleotide binding
## 7026 adenyl nucleotide binding
## 7027 adenyl nucleotide binding
## 7028 adenyl nucleotide binding
## 7029 adenyl nucleotide binding
## 7030 adenyl nucleotide binding
## 7031 adenyl nucleotide binding
## 7032 adenyl nucleotide binding
## 7033 adenyl nucleotide binding
## 7034 adenyl nucleotide binding
## 7035 adenyl nucleotide binding
## 7036 adenyl nucleotide binding
## 7037 adenyl nucleotide binding
## 7038 adenyl nucleotide binding
## 7039 adenyl nucleotide binding
## 7040 adenyl nucleotide binding
## 7041 adenyl nucleotide binding
## 7042 adenyl nucleotide binding
## 7043 adenyl nucleotide binding
## 7044 adenyl nucleotide binding
## 7045 adenyl nucleotide binding
## 7046 adenyl nucleotide binding
## 7047 adenyl nucleotide binding
## 7048 adenyl nucleotide binding
## 7049 adenyl nucleotide binding
## 7050 adenyl nucleotide binding
## 7051 adenyl nucleotide binding
## 7052 adenyl nucleotide binding
## 7053 adenyl nucleotide binding
## 7054 adenyl nucleotide binding
## 7055 adenyl nucleotide binding
## 7056 adenyl nucleotide binding
## 7057 adenyl nucleotide binding
## 7058 adenyl nucleotide binding
## 7059 adenyl nucleotide binding
## 7060 adenyl nucleotide binding
## 7061 adenyl nucleotide binding
## 7062 adenyl nucleotide binding
## 7063 adenyl nucleotide binding
## 7064 adenyl nucleotide binding
## 7065 adenyl nucleotide binding
## 7066 adenyl nucleotide binding
## 7067 adenyl nucleotide binding
## 7068 adenyl nucleotide binding
## 7069 adenyl nucleotide binding
## 7070 adenyl nucleotide binding
## 7071 adenyl nucleotide binding
## 7072 adenyl nucleotide binding
## 7073 adenyl nucleotide binding
## 7074 adenyl nucleotide binding
## 7075 adenyl nucleotide binding
## 7076 adenyl nucleotide binding
## 7077 adenyl nucleotide binding
## 7078 adenyl nucleotide binding
## 7079 adenyl nucleotide binding
## 7080 adenyl nucleotide binding
## 7081 adenyl nucleotide binding
## 7082 adenyl nucleotide binding
## 7083 adenyl nucleotide binding
## 7084 adenyl nucleotide binding
## 7085 adenyl nucleotide binding
## 7086 adenyl nucleotide binding
## 7087 adenyl nucleotide binding
## 7088 adenyl nucleotide binding
## 7089 adenyl nucleotide binding
## 7090 adenyl nucleotide binding
## 7091 adenyl nucleotide binding
## 7092 adenyl nucleotide binding
## 7093 adenyl nucleotide binding
## 7094 adenyl nucleotide binding
## 7095 adenyl nucleotide binding
## 7096 adenyl nucleotide binding
## 7097 adenyl nucleotide binding
## 7098 adenyl nucleotide binding
## 7099 adenyl nucleotide binding
## 7100 adenyl nucleotide binding
## 7101 adenyl nucleotide binding
## 7102 adenyl nucleotide binding
## 7103 adenyl nucleotide binding
## 7104 adenyl nucleotide binding
## 7105 adenyl nucleotide binding
## 7106 adenyl nucleotide binding
## 7107 adenyl nucleotide binding
## 7108 adenyl nucleotide binding
## 7109 adenyl nucleotide binding
## 7110 adenyl nucleotide binding
## 7111 adenyl nucleotide binding
## 7112 adenyl nucleotide binding
## 7113 adenyl nucleotide binding
## 7114 adenyl nucleotide binding
## 7115 adenyl nucleotide binding
## 7116 adenyl nucleotide binding
## 7117 adenyl nucleotide binding
## 7118 adenyl nucleotide binding
## 7119 adenyl nucleotide binding
## 7120 adenyl nucleotide binding
## 7121 adenyl nucleotide binding
## 7122 adenyl nucleotide binding
## 7123 adenyl nucleotide binding
## 7124 adenyl nucleotide binding
## 7125 adenyl nucleotide binding
## 7126 adenyl nucleotide binding
## 7127 adenyl nucleotide binding
## 7128 adenyl nucleotide binding
## 7129 adenyl nucleotide binding
## 7130 adenyl nucleotide binding
## 7131 adenyl nucleotide binding
## 7132 adenyl nucleotide binding
## 7133 adenyl nucleotide binding
## 7134 adenyl nucleotide binding
## 7135 adenyl nucleotide binding
## 7136 adenyl nucleotide binding
## 7137 adenyl nucleotide binding
## 7138 adenyl nucleotide binding
## 7139 adenyl nucleotide binding
## 7140 adenyl nucleotide binding
## 7141 adenyl nucleotide binding
## 7142 adenyl nucleotide binding
## 7143 adenyl nucleotide binding
## 7144 adenyl nucleotide binding
## 7145 adenyl nucleotide binding
## 7146 adenyl nucleotide binding
## 7147 adenyl nucleotide binding
## 7148 adenyl nucleotide binding
## 7149 adenyl nucleotide binding
## 7150 adenyl nucleotide binding
## 7151 adenyl nucleotide binding
## 7152 adenyl nucleotide binding
## 7153 adenyl nucleotide binding
## 7154 adenyl nucleotide binding
## 7155 adenyl nucleotide binding
## 7156 adenyl nucleotide binding
## 7157 adenyl nucleotide binding
## 7158 adenyl nucleotide binding
## 7159 adenyl nucleotide binding
## 7160 adenyl nucleotide binding
## 7161 adenyl nucleotide binding
## 7162 adenyl nucleotide binding
## 7163 adenyl nucleotide binding
## 7164 adenyl nucleotide binding
## 7165 adenyl nucleotide binding
## 7166 adenyl nucleotide binding
## 7167 adenyl nucleotide binding
## 7168 adenyl nucleotide binding
## 7169 adenyl nucleotide binding
## 7170 adenyl nucleotide binding
## 7171 adenyl nucleotide binding
## 7172 adenyl nucleotide binding
## 7173 adenyl nucleotide binding
## 7174 adenyl nucleotide binding
## 7175 adenyl nucleotide binding
## 7176 adenyl nucleotide binding
## 7177 adenyl nucleotide binding
## 7178 adenyl nucleotide binding
## 7179 adenyl nucleotide binding
## 7180 adenyl nucleotide binding
## 7181 adenyl nucleotide binding
## 7182 adenyl nucleotide binding
## 7183 adenyl nucleotide binding
## 7184 adenyl nucleotide binding
## 7185 adenyl nucleotide binding
## 7186 adenyl nucleotide binding
## 7187 adenyl nucleotide binding
## 7188 adenyl nucleotide binding
## 7189 purine nucleoside binding
## 7190 purine nucleoside binding
## 7191 purine nucleoside binding
## 7192 purine nucleoside binding
## 7193 purine nucleoside binding
## 7194 purine nucleoside binding
## 7195 purine nucleoside binding
## 7196 purine nucleoside binding
## 7197 purine nucleoside binding
## 7198 purine nucleoside binding
## 7199 purine nucleoside binding
## 7200 purine nucleoside binding
## 7201 purine nucleoside binding
## 7202 purine nucleoside binding
## 7203 purine nucleoside binding
## 7204 purine nucleoside binding
## 7205 purine nucleoside binding
## 7206 purine nucleoside binding
## 7207 purine nucleoside binding
## 7208 purine nucleoside binding
## 7209 purine nucleoside binding
## 7210 purine nucleoside binding
## 7211 purine nucleoside binding
## 7212 purine nucleoside binding
## 7213 purine nucleoside binding
## 7214 purine nucleoside binding
## 7215 purine nucleoside binding
## 7216 purine nucleoside binding
## 7217 purine nucleoside binding
## 7218 purine nucleoside binding
## 7219 purine nucleoside binding
## 7220 purine nucleoside binding
## 7221 purine nucleoside binding
## 7222 purine nucleoside binding
## 7223 purine nucleoside binding
## 7224 purine nucleoside binding
## 7225 purine nucleoside binding
## 7226 purine nucleoside binding
## 7227 purine nucleoside binding
## 7228 purine nucleoside binding
## 7229 purine nucleoside binding
## 7230 purine nucleoside binding
## 7231 purine nucleoside binding
## 7232 purine nucleoside binding
## 7233 purine nucleoside binding
## 7234 purine nucleoside binding
## 7235 purine nucleoside binding
## 7236 purine nucleoside binding
## 7237 purine nucleoside binding
## 7238 purine nucleoside binding
## 7239 purine nucleoside binding
## 7240 purine nucleoside binding
## 7241 purine nucleoside binding
## 7242 purine nucleoside binding
## 7243 purine nucleoside binding
## 7244 purine nucleoside binding
## 7245 purine nucleoside binding
## 7246 purine nucleoside binding
## 7247 purine nucleoside binding
## 7248 purine nucleoside binding
## 7249 purine nucleoside binding
## 7250 purine nucleoside binding
## 7251 purine nucleoside binding
## 7252 purine nucleoside binding
## 7253 purine nucleoside binding
## 7254 purine nucleoside binding
## 7255 purine nucleoside binding
## 7256 purine nucleoside binding
## 7257 purine nucleoside binding
## 7258 purine nucleoside binding
## 7259 purine nucleoside binding
## 7260 purine nucleoside binding
## 7261 purine nucleoside binding
## 7262 purine nucleoside binding
## 7263 purine nucleoside binding
## 7264 purine nucleoside binding
## 7265 purine nucleoside binding
## 7266 purine nucleoside binding
## 7267 purine nucleoside binding
## 7268 purine nucleoside binding
## 7269 purine nucleoside binding
## 7270 purine nucleoside binding
## 7271 purine nucleoside binding
## 7272 purine nucleoside binding
## 7273 purine nucleoside binding
## 7274 purine nucleoside binding
## 7275 purine nucleoside binding
## 7276 purine nucleoside binding
## 7277 purine nucleoside binding
## 7278 purine nucleoside binding
## 7279 purine nucleoside binding
## 7280 purine nucleoside binding
## 7281 purine nucleoside binding
## 7282 purine nucleoside binding
## 7283 purine nucleoside binding
## 7284 purine nucleoside binding
## 7285 purine nucleoside binding
## 7286 purine nucleoside binding
## 7287 purine nucleoside binding
## 7288 purine nucleoside binding
## 7289 purine nucleoside binding
## 7290 purine nucleoside binding
## 7291 purine nucleoside binding
## 7292 purine nucleoside binding
## 7293 purine nucleoside binding
## 7294 purine nucleoside binding
## 7295 purine nucleoside binding
## 7296 purine nucleoside binding
## 7297 purine nucleoside binding
## 7298 purine nucleoside binding
## 7299 purine nucleoside binding
## 7300 purine nucleoside binding
## 7301 purine nucleoside binding
## 7302 purine nucleoside binding
## 7303 purine nucleoside binding
## 7304 purine nucleoside binding
## 7305 purine nucleoside binding
## 7306 purine nucleoside binding
## 7307 purine nucleoside binding
## 7308 purine nucleoside binding
## 7309 purine nucleoside binding
## 7310 purine nucleoside binding
## 7311 purine nucleoside binding
## 7312 purine nucleoside binding
## 7313 purine nucleoside binding
## 7314 purine nucleoside binding
## 7315 purine nucleoside binding
## 7316 purine nucleoside binding
## 7317 purine nucleoside binding
## 7318 purine nucleoside binding
## 7319 purine nucleoside binding
## 7320 purine nucleoside binding
## 7321 purine nucleoside binding
## 7322 purine nucleoside binding
## 7323 purine nucleoside binding
## 7324 purine nucleoside binding
## 7325 purine nucleoside binding
## 7326 purine nucleoside binding
## 7327 purine nucleoside binding
## 7328 purine nucleoside binding
## 7329 purine nucleoside binding
## 7330 purine nucleoside binding
## 7331 purine nucleoside binding
## 7332 purine nucleoside binding
## 7333 purine nucleoside binding
## 7334 purine nucleoside binding
## 7335 purine nucleoside binding
## 7336 purine nucleoside binding
## 7337 purine nucleoside binding
## 7338 purine nucleoside binding
## 7339 purine nucleoside binding
## 7340 purine nucleoside binding
## 7341 purine nucleoside binding
## 7342 purine nucleoside binding
## 7343 purine nucleoside binding
## 7344 purine nucleoside binding
## 7345 purine nucleoside binding
## 7346 purine nucleoside binding
## 7347 purine nucleoside binding
## 7348 purine nucleoside binding
## 7349 purine nucleoside binding
## 7350 purine nucleoside binding
## 7351 purine nucleoside binding
## 7352 purine nucleoside binding
## 7353 purine nucleoside binding
## 7354 purine nucleoside binding
## 7355 purine nucleoside binding
## 7356 purine nucleoside binding
## 7357 purine nucleoside binding
## 7358 purine nucleoside binding
## 7359 purine nucleoside binding
## 7360 purine nucleoside binding
## 7361 purine nucleoside binding
## 7362 purine nucleoside binding
## 7363 purine nucleoside binding
## 7364 purine nucleoside binding
## 7365 purine nucleoside binding
## 7366 purine nucleoside binding
## 7367 purine nucleoside binding
## 7368 purine nucleoside binding
## 7369 purine nucleoside binding
## 7370 purine nucleoside binding
## 7371 purine nucleoside binding
## 7372 purine nucleoside binding
## 7373 purine nucleoside binding
## 7374 purine nucleoside binding
## 7375 purine nucleoside binding
## 7376 purine nucleoside binding
## 7377 purine nucleoside binding
## 7378 purine nucleoside binding
## 7379 purine nucleoside binding
## 7380 purine nucleoside binding
## 7381 purine nucleoside binding
## 7382 purine nucleoside binding
## 7383 purine nucleoside binding
## 7384 purine nucleoside binding
## 7385 purine nucleoside binding
## 7386 purine nucleoside binding
## 7387 protein kinase activity
## 7388 protein kinase activity
## 7389 protein kinase activity
## 7390 protein kinase activity
## 7391 protein kinase activity
## 7392 protein kinase activity
## 7393 protein kinase activity
## 7394 protein kinase activity
## 7395 protein kinase activity
## 7396 protein kinase activity
## 7397 protein kinase activity
## 7398 protein kinase activity
## 7399 protein kinase activity
## 7400 protein kinase activity
## 7401 protein kinase activity
## 7402 protein kinase activity
## 7403 protein kinase activity
## 7404 protein kinase activity
## 7405 protein kinase activity
## 7406 protein kinase activity
## 7407 protein kinase activity
## 7408 protein kinase activity
## 7409 protein kinase activity
## 7410 protein kinase activity
## 7411 protein kinase activity
## 7412 protein kinase activity
## 7413 protein kinase activity
## 7414 protein kinase activity
## 7415 protein kinase activity
## 7416 protein kinase activity
## 7417 protein kinase activity
## 7418 protein kinase activity
## 7419 protein kinase activity
## 7420 protein kinase activity
## 7421 protein kinase activity
## 7422 protein kinase activity
## 7423 protein kinase activity
## 7424 protein kinase activity
## 7425 protein kinase activity
## 7426 protein kinase activity
## 7427 protein kinase activity
## 7428 protein kinase activity
## 7429 protein kinase activity
## 7430 protein kinase activity
## 7431 protein kinase activity
## 7432 protein kinase activity
## 7433 protein kinase activity
## 7434 protein kinase activity
## 7435 protein kinase activity
## 7436 protein kinase activity
## 7437 protein kinase activity
## 7438 protein kinase activity
## 7439 protein kinase activity
## 7440 protein kinase activity
## 7441 protein kinase activity
## 7442 protein kinase activity
## 7443 protein kinase activity
## 7444 protein kinase activity
## 7445 protein kinase activity
## 7446 protein kinase activity
## 7447 protein kinase activity
## 7448 protein kinase activity
## 7449 protein kinase activity
## 7450 protein kinase activity
## 7451 protein kinase activity
## 7452 protein kinase activity
## 7453 protein kinase activity
## 7454 protein kinase activity
## 7455 protein kinase activity
## 7456 protein kinase activity
## 7457 protein kinase activity
## 7458 protein kinase activity
## 7459 protein kinase activity
## 7460 protein kinase activity
## 7461 protein kinase activity
## 7462 protein kinase activity
## 7463 protein kinase activity
## 7464 protein kinase activity
## 7465 protein kinase activity
## 7466 protein kinase activity
## 7467 protein kinase activity
## 7468 protein kinase activity
## 7469 protein kinase activity
## 7470 protein kinase activity
## 7471 protein kinase activity
## 7472 protein kinase activity
## 7473 protein kinase activity
## 7474 non-membrane spanning protein tyrosine kinase activity
## 7475 non-membrane spanning protein tyrosine kinase activity
## 7476 non-membrane spanning protein tyrosine kinase activity
## 7477 non-membrane spanning protein tyrosine kinase activity
## 7478 non-membrane spanning protein tyrosine kinase activity
## 7479 non-membrane spanning protein tyrosine kinase activity
## 7480 non-membrane spanning protein tyrosine kinase activity
## 7481 non-membrane spanning protein tyrosine kinase activity
## 7482 non-membrane spanning protein tyrosine kinase activity
## 7483 non-membrane spanning protein tyrosine kinase activity
## 7484 non-membrane spanning protein tyrosine kinase activity
## 7485 non-membrane spanning protein tyrosine kinase activity
## 7486 non-membrane spanning protein tyrosine kinase activity
## 7487 non-membrane spanning protein tyrosine kinase activity
## 7488 actin binding
## 7489 actin binding
## 7490 actin binding
## 7491 actin binding
## 7492 actin binding
## 7493 actin binding
## 7494 actin binding
## 7495 actin binding
## 7496 actin binding
## 7497 actin binding
## 7498 actin binding
## 7499 actin binding
## 7500 actin binding
## 7501 actin binding
## 7502 actin binding
## 7503 actin binding
## 7504 actin binding
## 7505 actin binding
## 7506 actin binding
## 7507 actin binding
## 7508 actin binding
## 7509 actin binding
## 7510 actin binding
## 7511 actin binding
## 7512 actin binding
## 7513 actin binding
## 7514 actin binding
## 7515 actin binding
## 7516 actin binding
## 7517 actin binding
## 7518 actin binding
## 7519 actin binding
## 7520 actin binding
## 7521 actin binding
## 7522 actin binding
## 7523 actin binding
## 7524 actin binding
## 7525 actin binding
## 7526 actin binding
## 7527 actin binding
## 7528 actin binding
## 7529 actin binding
## 7530 actin binding
## 7531 actin binding
## 7532 actin binding
## 7533 actin binding
## 7534 actin binding
## 7535 actin binding
## 7536 actin binding
## 7537 actin binding
## 7538 adenyl ribonucleotide binding
## 7539 adenyl ribonucleotide binding
## 7540 adenyl ribonucleotide binding
## 7541 adenyl ribonucleotide binding
## 7542 adenyl ribonucleotide binding
## 7543 adenyl ribonucleotide binding
## 7544 adenyl ribonucleotide binding
## 7545 adenyl ribonucleotide binding
## 7546 adenyl ribonucleotide binding
## 7547 adenyl ribonucleotide binding
## 7548 adenyl ribonucleotide binding
## 7549 adenyl ribonucleotide binding
## 7550 adenyl ribonucleotide binding
## 7551 adenyl ribonucleotide binding
## 7552 adenyl ribonucleotide binding
## 7553 adenyl ribonucleotide binding
## 7554 adenyl ribonucleotide binding
## 7555 adenyl ribonucleotide binding
## 7556 adenyl ribonucleotide binding
## 7557 adenyl ribonucleotide binding
## 7558 adenyl ribonucleotide binding
## 7559 adenyl ribonucleotide binding
## 7560 adenyl ribonucleotide binding
## 7561 adenyl ribonucleotide binding
## 7562 adenyl ribonucleotide binding
## 7563 adenyl ribonucleotide binding
## 7564 adenyl ribonucleotide binding
## 7565 adenyl ribonucleotide binding
## 7566 adenyl ribonucleotide binding
## 7567 adenyl ribonucleotide binding
## 7568 adenyl ribonucleotide binding
## 7569 adenyl ribonucleotide binding
## 7570 adenyl ribonucleotide binding
## 7571 adenyl ribonucleotide binding
## 7572 adenyl ribonucleotide binding
## 7573 adenyl ribonucleotide binding
## 7574 adenyl ribonucleotide binding
## 7575 adenyl ribonucleotide binding
## 7576 adenyl ribonucleotide binding
## 7577 adenyl ribonucleotide binding
## 7578 adenyl ribonucleotide binding
## 7579 adenyl ribonucleotide binding
## 7580 adenyl ribonucleotide binding
## 7581 adenyl ribonucleotide binding
## 7582 adenyl ribonucleotide binding
## 7583 adenyl ribonucleotide binding
## 7584 adenyl ribonucleotide binding
## 7585 adenyl ribonucleotide binding
## 7586 adenyl ribonucleotide binding
## 7587 adenyl ribonucleotide binding
## 7588 adenyl ribonucleotide binding
## 7589 adenyl ribonucleotide binding
## 7590 adenyl ribonucleotide binding
## 7591 adenyl ribonucleotide binding
## 7592 adenyl ribonucleotide binding
## 7593 adenyl ribonucleotide binding
## 7594 adenyl ribonucleotide binding
## 7595 adenyl ribonucleotide binding
## 7596 adenyl ribonucleotide binding
## 7597 adenyl ribonucleotide binding
## 7598 adenyl ribonucleotide binding
## 7599 adenyl ribonucleotide binding
## 7600 adenyl ribonucleotide binding
## 7601 adenyl ribonucleotide binding
## 7602 adenyl ribonucleotide binding
## 7603 adenyl ribonucleotide binding
## 7604 adenyl ribonucleotide binding
## 7605 adenyl ribonucleotide binding
## 7606 adenyl ribonucleotide binding
## 7607 adenyl ribonucleotide binding
## 7608 adenyl ribonucleotide binding
## 7609 adenyl ribonucleotide binding
## 7610 adenyl ribonucleotide binding
## 7611 adenyl ribonucleotide binding
## 7612 adenyl ribonucleotide binding
## 7613 adenyl ribonucleotide binding
## 7614 adenyl ribonucleotide binding
## 7615 adenyl ribonucleotide binding
## 7616 adenyl ribonucleotide binding
## 7617 adenyl ribonucleotide binding
## 7618 adenyl ribonucleotide binding
## 7619 adenyl ribonucleotide binding
## 7620 adenyl ribonucleotide binding
## 7621 adenyl ribonucleotide binding
## 7622 adenyl ribonucleotide binding
## 7623 adenyl ribonucleotide binding
## 7624 adenyl ribonucleotide binding
## 7625 adenyl ribonucleotide binding
## 7626 adenyl ribonucleotide binding
## 7627 adenyl ribonucleotide binding
## 7628 adenyl ribonucleotide binding
## 7629 adenyl ribonucleotide binding
## 7630 adenyl ribonucleotide binding
## 7631 adenyl ribonucleotide binding
## 7632 adenyl ribonucleotide binding
## 7633 adenyl ribonucleotide binding
## 7634 adenyl ribonucleotide binding
## 7635 adenyl ribonucleotide binding
## 7636 adenyl ribonucleotide binding
## 7637 adenyl ribonucleotide binding
## 7638 adenyl ribonucleotide binding
## 7639 adenyl ribonucleotide binding
## 7640 adenyl ribonucleotide binding
## 7641 adenyl ribonucleotide binding
## 7642 adenyl ribonucleotide binding
## 7643 adenyl ribonucleotide binding
## 7644 adenyl ribonucleotide binding
## 7645 adenyl ribonucleotide binding
## 7646 adenyl ribonucleotide binding
## 7647 adenyl ribonucleotide binding
## 7648 adenyl ribonucleotide binding
## 7649 adenyl ribonucleotide binding
## 7650 adenyl ribonucleotide binding
## 7651 adenyl ribonucleotide binding
## 7652 adenyl ribonucleotide binding
## 7653 adenyl ribonucleotide binding
## 7654 adenyl ribonucleotide binding
## 7655 adenyl ribonucleotide binding
## 7656 adenyl ribonucleotide binding
## 7657 adenyl ribonucleotide binding
## 7658 adenyl ribonucleotide binding
## 7659 adenyl ribonucleotide binding
## 7660 adenyl ribonucleotide binding
## 7661 adenyl ribonucleotide binding
## 7662 adenyl ribonucleotide binding
## 7663 adenyl ribonucleotide binding
## 7664 adenyl ribonucleotide binding
## 7665 adenyl ribonucleotide binding
## 7666 adenyl ribonucleotide binding
## 7667 adenyl ribonucleotide binding
## 7668 adenyl ribonucleotide binding
## 7669 adenyl ribonucleotide binding
## 7670 adenyl ribonucleotide binding
## 7671 adenyl ribonucleotide binding
## 7672 adenyl ribonucleotide binding
## 7673 adenyl ribonucleotide binding
## 7674 adenyl ribonucleotide binding
## 7675 adenyl ribonucleotide binding
## 7676 adenyl ribonucleotide binding
## 7677 adenyl ribonucleotide binding
## 7678 adenyl ribonucleotide binding
## 7679 adenyl ribonucleotide binding
## 7680 adenyl ribonucleotide binding
## 7681 adenyl ribonucleotide binding
## 7682 adenyl ribonucleotide binding
## 7683 adenyl ribonucleotide binding
## 7684 adenyl ribonucleotide binding
## 7685 adenyl ribonucleotide binding
## 7686 adenyl ribonucleotide binding
## 7687 adenyl ribonucleotide binding
## 7688 adenyl ribonucleotide binding
## 7689 adenyl ribonucleotide binding
## 7690 adenyl ribonucleotide binding
## 7691 adenyl ribonucleotide binding
## 7692 adenyl ribonucleotide binding
## 7693 adenyl ribonucleotide binding
## 7694 adenyl ribonucleotide binding
## 7695 adenyl ribonucleotide binding
## 7696 adenyl ribonucleotide binding
## 7697 adenyl ribonucleotide binding
## 7698 adenyl ribonucleotide binding
## 7699 adenyl ribonucleotide binding
## 7700 adenyl ribonucleotide binding
## 7701 adenyl ribonucleotide binding
## 7702 adenyl ribonucleotide binding
## 7703 adenyl ribonucleotide binding
## 7704 adenyl ribonucleotide binding
## 7705 adenyl ribonucleotide binding
## 7706 adenyl ribonucleotide binding
## 7707 adenyl ribonucleotide binding
## 7708 adenyl ribonucleotide binding
## 7709 adenyl ribonucleotide binding
## 7710 adenyl ribonucleotide binding
## 7711 adenyl ribonucleotide binding
## 7712 adenyl ribonucleotide binding
## 7713 adenyl ribonucleotide binding
## 7714 adenyl ribonucleotide binding
## 7715 adenyl ribonucleotide binding
## 7716 adenyl ribonucleotide binding
## 7717 adenyl ribonucleotide binding
## 7718 adenyl ribonucleotide binding
## 7719 adenyl ribonucleotide binding
## 7720 adenyl ribonucleotide binding
## 7721 ion binding
## 7722 ion binding
## 7723 ion binding
## 7724 ion binding
## 7725 ion binding
## 7726 ion binding
## 7727 ion binding
## 7728 ion binding
## 7729 ion binding
## 7730 ion binding
## 7731 ion binding
## 7732 ion binding
## 7733 ion binding
## 7734 ion binding
## 7735 ion binding
## 7736 ion binding
## 7737 ion binding
## 7738 ion binding
## 7739 ion binding
## 7740 ion binding
## 7741 ion binding
## 7742 ion binding
## 7743 ion binding
## 7744 ion binding
## 7745 ion binding
## 7746 ion binding
## 7747 ion binding
## 7748 ion binding
## 7749 ion binding
## 7750 ion binding
## 7751 ion binding
## 7752 ion binding
## 7753 ion binding
## 7754 ion binding
## 7755 ion binding
## 7756 ion binding
## 7757 ion binding
## 7758 ion binding
## 7759 ion binding
## 7760 ion binding
## 7761 ion binding
## 7762 ion binding
## 7763 ion binding
## 7764 ion binding
## 7765 ion binding
## 7766 ion binding
## 7767 ion binding
## 7768 ion binding
## 7769 ion binding
## 7770 ion binding
## 7771 ion binding
## 7772 ion binding
## 7773 ion binding
## 7774 ion binding
## 7775 ion binding
## 7776 ion binding
## 7777 ion binding
## 7778 ion binding
## 7779 ion binding
## 7780 ion binding
## 7781 ion binding
## 7782 ion binding
## 7783 ion binding
## 7784 ion binding
## 7785 ion binding
## 7786 ion binding
## 7787 ion binding
## 7788 ion binding
## 7789 ion binding
## 7790 ion binding
## 7791 ion binding
## 7792 ion binding
## 7793 ion binding
## 7794 ion binding
## 7795 ion binding
## 7796 ion binding
## 7797 ion binding
## 7798 ion binding
## 7799 ion binding
## 7800 ion binding
## 7801 ion binding
## 7802 ion binding
## 7803 ion binding
## 7804 ion binding
## 7805 ion binding
## 7806 ion binding
## 7807 ion binding
## 7808 ion binding
## 7809 ion binding
## 7810 ion binding
## 7811 ion binding
## 7812 ion binding
## 7813 ion binding
## 7814 ion binding
## 7815 ion binding
## 7816 ion binding
## 7817 ion binding
## 7818 ion binding
## 7819 ion binding
## 7820 ion binding
## 7821 ion binding
## 7822 ion binding
## 7823 ion binding
## 7824 ion binding
## 7825 ion binding
## 7826 ion binding
## 7827 ion binding
## 7828 ion binding
## 7829 ion binding
## 7830 ion binding
## 7831 ion binding
## 7832 ion binding
## 7833 ion binding
## 7834 ion binding
## 7835 ion binding
## 7836 ion binding
## 7837 ion binding
## 7838 ion binding
## 7839 ion binding
## 7840 ion binding
## 7841 ion binding
## 7842 ion binding
## 7843 ion binding
## 7844 ion binding
## 7845 ion binding
## 7846 ion binding
## 7847 ion binding
## 7848 ion binding
## 7849 ion binding
## 7850 ion binding
## 7851 ion binding
## 7852 ion binding
## 7853 ion binding
## 7854 ion binding
## 7855 ion binding
## 7856 ion binding
## 7857 ion binding
## 7858 ion binding
## 7859 ion binding
## 7860 ion binding
## 7861 ion binding
## 7862 ion binding
## 7863 ion binding
## 7864 ion binding
## 7865 ion binding
## 7866 ion binding
## 7867 ion binding
## 7868 ion binding
## 7869 ion binding
## 7870 ion binding
## 7871 ion binding
## 7872 ion binding
## 7873 ion binding
## 7874 ion binding
## 7875 ion binding
## 7876 ion binding
## 7877 ion binding
## 7878 ion binding
## 7879 ion binding
## 7880 ion binding
## 7881 ion binding
## 7882 ion binding
## 7883 ion binding
## 7884 ion binding
## 7885 ion binding
## 7886 ion binding
## 7887 ion binding
## 7888 ion binding
## 7889 ion binding
## 7890 ion binding
## 7891 ion binding
## 7892 ion binding
## 7893 ion binding
## 7894 ion binding
## 7895 ion binding
## 7896 ion binding
## 7897 ion binding
## 7898 ion binding
## 7899 ion binding
## 7900 ion binding
## 7901 ion binding
## 7902 ion binding
## 7903 ion binding
## 7904 ion binding
## 7905 ion binding
## 7906 ion binding
## 7907 ion binding
## 7908 ion binding
## 7909 ion binding
## 7910 ion binding
## 7911 ion binding
## 7912 ion binding
## 7913 ion binding
## 7914 ion binding
## 7915 ion binding
## 7916 ion binding
## 7917 ion binding
## 7918 ion binding
## 7919 ion binding
## 7920 ion binding
## 7921 ion binding
## 7922 ion binding
## 7923 ion binding
## 7924 ion binding
## 7925 ion binding
## 7926 ion binding
## 7927 ion binding
## 7928 ion binding
## 7929 ion binding
## 7930 ion binding
## 7931 ion binding
## 7932 ion binding
## 7933 ion binding
## 7934 ion binding
## 7935 ion binding
## 7936 ion binding
## 7937 ion binding
## 7938 ion binding
## 7939 ion binding
## 7940 ion binding
## 7941 ion binding
## 7942 ion binding
## 7943 ion binding
## 7944 ion binding
## 7945 ion binding
## 7946 ion binding
## 7947 ion binding
## 7948 ion binding
## 7949 ion binding
## 7950 ion binding
## 7951 ion binding
## 7952 ion binding
## 7953 ion binding
## 7954 ion binding
## 7955 ion binding
## 7956 ion binding
## 7957 ion binding
## 7958 ion binding
## 7959 ion binding
## 7960 ion binding
## 7961 ion binding
## 7962 ion binding
## 7963 ion binding
## 7964 ion binding
## 7965 ion binding
## 7966 ion binding
## 7967 ion binding
## 7968 ion binding
## 7969 ion binding
## 7970 ion binding
## 7971 ion binding
## 7972 ion binding
## 7973 ion binding
## 7974 ion binding
## 7975 ion binding
## 7976 ion binding
## 7977 ion binding
## 7978 ion binding
## 7979 ion binding
## 7980 ion binding
## 7981 ion binding
## 7982 ion binding
## 7983 ion binding
## 7984 ion binding
## 7985 ion binding
## 7986 ion binding
## 7987 ion binding
## 7988 ion binding
## 7989 ion binding
## 7990 ion binding
## 7991 ion binding
## 7992 ion binding
## 7993 ion binding
## 7994 ion binding
## 7995 ion binding
## 7996 ion binding
## 7997 ion binding
## 7998 ion binding
## 7999 ion binding
## 8000 ion binding
## 8001 ion binding
## 8002 ion binding
## 8003 ion binding
## 8004 ion binding
## 8005 ion binding
## 8006 ion binding
## 8007 ion binding
## 8008 ion binding
## 8009 ion binding
## 8010 ion binding
## 8011 ion binding
## 8012 ion binding
## 8013 ion binding
## 8014 ion binding
## 8015 ion binding
## 8016 ion binding
## 8017 ion binding
## 8018 ion binding
## 8019 ion binding
## 8020 ion binding
## 8021 ion binding
## 8022 ion binding
## 8023 ion binding
## 8024 ion binding
## 8025 ion binding
## 8026 ion binding
## 8027 ion binding
## 8028 ion binding
## 8029 ion binding
## 8030 ion binding
## 8031 ion binding
## 8032 ion binding
## 8033 ion binding
## 8034 ion binding
## 8035 ion binding
## 8036 ion binding
## 8037 ion binding
## 8038 ion binding
## 8039 ion binding
## 8040 ion binding
## 8041 ion binding
## 8042 ion binding
## 8043 ion binding
## 8044 ion binding
## 8045 ion binding
## 8046 ion binding
## 8047 ion binding
## 8048 ion binding
## 8049 ion binding
## 8050 ion binding
## 8051 ion binding
## 8052 ion binding
## 8053 ion binding
## 8054 ion binding
## 8055 ion binding
## 8056 ion binding
## 8057 ion binding
## 8058 ion binding
## 8059 ion binding
## 8060 ion binding
## 8061 ion binding
## 8062 ion binding
## 8063 ion binding
## 8064 ion binding
## 8065 ion binding
## 8066 ion binding
## 8067 ion binding
## 8068 ion binding
## 8069 ion binding
## 8070 ion binding
## 8071 ion binding
## 8072 ion binding
## 8073 ion binding
## 8074 ion binding
## 8075 ion binding
## 8076 ion binding
## 8077 ion binding
## 8078 ion binding
## 8079 ion binding
## 8080 ion binding
## 8081 ion binding
## 8082 ion binding
## 8083 ion binding
## 8084 ion binding
## 8085 ion binding
## 8086 ion binding
## 8087 ion binding
## 8088 ion binding
## 8089 ion binding
## 8090 ion binding
## 8091 ion binding
## 8092 ion binding
## 8093 ion binding
## 8094 ion binding
## 8095 ion binding
## 8096 ion binding
## 8097 ion binding
## 8098 ion binding
## 8099 ion binding
## 8100 ion binding
## 8101 ion binding
## 8102 ion binding
## 8103 ion binding
## 8104 ion binding
## 8105 ion binding
## 8106 ion binding
## 8107 ion binding
## 8108 ion binding
## 8109 ion binding
## 8110 ion binding
## 8111 ion binding
## 8112 ion binding
## 8113 ion binding
## 8114 ion binding
## 8115 ion binding
## 8116 ion binding
## 8117 ion binding
## 8118 ion binding
## 8119 ion binding
## 8120 ion binding
## 8121 ion binding
## 8122 ion binding
## 8123 ion binding
## 8124 ion binding
## 8125 ion binding
## 8126 ion binding
## 8127 ion binding
## 8128 ion binding
## 8129 ion binding
## 8130 ion binding
## 8131 ion binding
## 8132 ion binding
## 8133 ion binding
## 8134 ion binding
## 8135 ion binding
## 8136 ion binding
## 8137 ion binding
## 8138 ion binding
## 8139 ion binding
## 8140 ion binding
## 8141 ion binding
## 8142 ion binding
## 8143 ion binding
## 8144 ion binding
## 8145 ion binding
## 8146 ion binding
## 8147 ion binding
## 8148 ion binding
## 8149 ion binding
## 8150 ion binding
## 8151 ion binding
## 8152 ion binding
## 8153 ion binding
## 8154 ion binding
## 8155 ion binding
## 8156 ion binding
## 8157 ion binding
## 8158 ion binding
## 8159 ion binding
## 8160 ion binding
## 8161 ion binding
## 8162 ion binding
## 8163 magnesium ion binding
## 8164 magnesium ion binding
## 8165 magnesium ion binding
## 8166 magnesium ion binding
## 8167 magnesium ion binding
## 8168 magnesium ion binding
## 8169 magnesium ion binding
## 8170 magnesium ion binding
## 8171 magnesium ion binding
## 8172 magnesium ion binding
## 8173 magnesium ion binding
## 8174 magnesium ion binding
## 8175 magnesium ion binding
## 8176 magnesium ion binding
## 8177 magnesium ion binding
## 8178 magnesium ion binding
## 8179 magnesium ion binding
## 8180 magnesium ion binding
## 8181 magnesium ion binding
## 8182 magnesium ion binding
## 8183 magnesium ion binding
## 8184 magnesium ion binding
## 8185 magnesium ion binding
## 8186 magnesium ion binding
## 8187 magnesium ion binding
## 8188 magnesium ion binding
## 8189 magnesium ion binding
## 8190 magnesium ion binding
## 8191 magnesium ion binding
## 8192 magnesium ion binding
## 8193 magnesium ion binding
## 8194 magnesium ion binding
## 8195 magnesium ion binding
## 8196 magnesium ion binding
## 8197 magnesium ion binding
## 8198 magnesium ion binding
## 8199 magnesium ion binding
## 8200 magnesium ion binding
## 8201 magnesium ion binding
## 8202 magnesium ion binding
## 8203 magnesium ion binding
## 8204 magnesium ion binding
## 8205 magnesium ion binding
## 8206 magnesium ion binding
## 8207 magnesium ion binding
## 8208 magnesium ion binding
## 8209 magnesium ion binding
## 8210 magnesium ion binding
## 8211 magnesium ion binding
## 8212 magnesium ion binding
## 8213 magnesium ion binding
## 8214 magnesium ion binding
## 8215 magnesium ion binding
## 8216 magnesium ion binding
## 8217 magnesium ion binding
## 8218 magnesium ion binding
## 8219 magnesium ion binding
## 8220 magnesium ion binding
## 8221 magnesium ion binding
## 8222 magnesium ion binding
## 8223 magnesium ion binding
## 8224 magnesium ion binding
## 8225 magnesium ion binding
## 8226 ATP binding
## 8227 ATP binding
## 8228 ATP binding
## 8229 ATP binding
## 8230 ATP binding
## 8231 ATP binding
## 8232 ATP binding
## 8233 ATP binding
## 8234 ATP binding
## 8235 ATP binding
## 8236 ATP binding
## 8237 ATP binding
## 8238 ATP binding
## 8239 ATP binding
## 8240 ATP binding
## 8241 ATP binding
## 8242 ATP binding
## 8243 ATP binding
## 8244 ATP binding
## 8245 ATP binding
## 8246 ATP binding
## 8247 ATP binding
## 8248 ATP binding
## 8249 ATP binding
## 8250 ATP binding
## 8251 ATP binding
## 8252 ATP binding
## 8253 ATP binding
## 8254 ATP binding
## 8255 ATP binding
## 8256 ATP binding
## 8257 ATP binding
## 8258 ATP binding
## 8259 ATP binding
## 8260 ATP binding
## 8261 ATP binding
## 8262 ATP binding
## 8263 ATP binding
## 8264 ATP binding
## 8265 ATP binding
## 8266 ATP binding
## 8267 ATP binding
## 8268 ATP binding
## 8269 ATP binding
## 8270 ATP binding
## 8271 ATP binding
## 8272 ATP binding
## 8273 ATP binding
## 8274 ATP binding
## 8275 ATP binding
## 8276 ATP binding
## 8277 ATP binding
## 8278 ATP binding
## 8279 ATP binding
## 8280 ATP binding
## 8281 ATP binding
## 8282 ATP binding
## 8283 ATP binding
## 8284 ATP binding
## 8285 ATP binding
## 8286 ATP binding
## 8287 ATP binding
## 8288 ATP binding
## 8289 ATP binding
## 8290 ATP binding
## 8291 ATP binding
## 8292 ATP binding
## 8293 ATP binding
## 8294 ATP binding
## 8295 ATP binding
## 8296 ATP binding
## 8297 ATP binding
## 8298 ATP binding
## 8299 ATP binding
## 8300 ATP binding
## 8301 ATP binding
## 8302 ATP binding
## 8303 ATP binding
## 8304 ATP binding
## 8305 ATP binding
## 8306 ATP binding
## 8307 ATP binding
## 8308 ATP binding
## 8309 ATP binding
## 8310 ATP binding
## 8311 ATP binding
## 8312 ATP binding
## 8313 ATP binding
## 8314 ATP binding
## 8315 ATP binding
## 8316 ATP binding
## 8317 ATP binding
## 8318 ATP binding
## 8319 ATP binding
## 8320 ATP binding
## 8321 ATP binding
## 8322 ATP binding
## 8323 ATP binding
## 8324 ATP binding
## 8325 ATP binding
## 8326 ATP binding
## 8327 ATP binding
## 8328 ATP binding
## 8329 ATP binding
## 8330 ATP binding
## 8331 ATP binding
## 8332 ATP binding
## 8333 ATP binding
## 8334 ATP binding
## 8335 ATP binding
## 8336 ATP binding
## 8337 ATP binding
## 8338 ATP binding
## 8339 ATP binding
## 8340 ATP binding
## 8341 ATP binding
## 8342 ATP binding
## 8343 ATP binding
## 8344 ATP binding
## 8345 ATP binding
## 8346 ATP binding
## 8347 ATP binding
## 8348 ATP binding
## 8349 ATP binding
## 8350 ATP binding
## 8351 ATP binding
## 8352 ATP binding
## 8353 ATP binding
## 8354 ATP binding
## 8355 ATP binding
## 8356 ATP binding
## 8357 ATP binding
## 8358 ATP binding
## 8359 ATP binding
## 8360 ATP binding
## 8361 ATP binding
## 8362 ATP binding
## 8363 ATP binding
## 8364 ATP binding
## 8365 ATP binding
## 8366 ATP binding
## 8367 ATP binding
## 8368 ATP binding
## 8369 ATP binding
## 8370 ATP binding
## 8371 ATP binding
## 8372 ATP binding
## 8373 ATP binding
## 8374 ATP binding
## 8375 ATP binding
## 8376 ATP binding
## 8377 ATP binding
## 8378 ATP binding
## 8379 ATP binding
## 8380 ATP binding
## 8381 ATP binding
## 8382 ATP binding
## 8383 ATP binding
## 8384 ATP binding
## 8385 ATP binding
## 8386 ATP binding
## 8387 ATP binding
## 8388 ATP binding
## 8389 ATP binding
## 8390 ATP binding
## 8391 ATP binding
## 8392 ATP binding
## 8393 ATP binding
## 8394 ATP binding
## 8395 ATP binding
## 8396 ATP binding
## 8397 ATP binding
## 8398 ATP binding
## 8399 ATP binding
## 8400 ATP binding
## 8401 ATP binding
## 8402 ATP binding
## 8403 ATP binding
## 8404 ATP binding
## 8405 ATP binding
## 8406 cation binding
## 8407 cation binding
## 8408 cation binding
## 8409 cation binding
## 8410 cation binding
## 8411 cation binding
## 8412 cation binding
## 8413 cation binding
## 8414 cation binding
## 8415 cation binding
## 8416 cation binding
## 8417 cation binding
## 8418 cation binding
## 8419 cation binding
## 8420 cation binding
## 8421 cation binding
## 8422 cation binding
## 8423 cation binding
## 8424 cation binding
## 8425 cation binding
## 8426 cation binding
## 8427 cation binding
## 8428 cation binding
## 8429 cation binding
## 8430 cation binding
## 8431 cation binding
## 8432 cation binding
## 8433 cation binding
## 8434 cation binding
## 8435 cation binding
## 8436 cation binding
## 8437 cation binding
## 8438 cation binding
## 8439 cation binding
## 8440 cation binding
## 8441 cation binding
## 8442 cation binding
## 8443 cation binding
## 8444 cation binding
## 8445 cation binding
## 8446 cation binding
## 8447 cation binding
## 8448 cation binding
## 8449 cation binding
## 8450 cation binding
## 8451 cation binding
## 8452 cation binding
## 8453 cation binding
## 8454 cation binding
## 8455 cation binding
## 8456 cation binding
## 8457 cation binding
## 8458 cation binding
## 8459 cation binding
## 8460 cation binding
## 8461 cation binding
## 8462 cation binding
## 8463 cation binding
## 8464 cation binding
## 8465 cation binding
## 8466 cation binding
## 8467 cation binding
## 8468 cation binding
## 8469 cation binding
## 8470 cation binding
## 8471 cation binding
## 8472 cation binding
## 8473 cation binding
## 8474 cation binding
## 8475 cation binding
## 8476 cation binding
## 8477 cation binding
## 8478 cation binding
## 8479 cation binding
## 8480 cation binding
## 8481 cation binding
## 8482 cation binding
## 8483 cation binding
## 8484 cation binding
## 8485 cation binding
## 8486 cation binding
## 8487 cation binding
## 8488 cation binding
## 8489 cation binding
## 8490 cation binding
## 8491 cation binding
## 8492 cation binding
## 8493 cation binding
## 8494 cation binding
## 8495 cation binding
## 8496 cation binding
## 8497 cation binding
## 8498 cation binding
## 8499 cation binding
## 8500 cation binding
## 8501 cation binding
## 8502 cation binding
## 8503 cation binding
## 8504 cation binding
## 8505 cation binding
## 8506 cation binding
## 8507 cation binding
## 8508 cation binding
## 8509 cation binding
## 8510 cation binding
## 8511 cation binding
## 8512 cation binding
## 8513 cation binding
## 8514 cation binding
## 8515 cation binding
## 8516 cation binding
## 8517 cation binding
## 8518 cation binding
## 8519 cation binding
## 8520 cation binding
## 8521 cation binding
## 8522 cation binding
## 8523 cation binding
## 8524 cation binding
## 8525 cation binding
## 8526 cation binding
## 8527 cation binding
## 8528 cation binding
## 8529 cation binding
## 8530 cation binding
## 8531 cation binding
## 8532 cation binding
## 8533 cation binding
## 8534 cation binding
## 8535 cation binding
## 8536 cation binding
## 8537 cation binding
## 8538 cation binding
## 8539 cation binding
## 8540 cation binding
## 8541 cation binding
## 8542 cation binding
## 8543 cation binding
## 8544 cation binding
## 8545 cation binding
## 8546 cation binding
## 8547 cation binding
## 8548 cation binding
## 8549 cation binding
## 8550 cation binding
## 8551 cation binding
## 8552 cation binding
## 8553 cation binding
## 8554 cation binding
## 8555 cation binding
## 8556 cation binding
## 8557 cation binding
## 8558 cation binding
## 8559 cation binding
## 8560 cation binding
## 8561 cation binding
## 8562 cation binding
## 8563 cation binding
## 8564 cation binding
## 8565 cation binding
## 8566 cation binding
## 8567 cation binding
## 8568 cation binding
## 8569 cation binding
## 8570 cation binding
## 8571 cation binding
## 8572 cation binding
## 8573 cation binding
## 8574 cation binding
## 8575 cation binding
## 8576 cation binding
## 8577 cation binding
## 8578 cation binding
## 8579 cation binding
## 8580 cation binding
## 8581 cation binding
## 8582 cation binding
## 8583 cation binding
## 8584 cation binding
## 8585 cation binding
## 8586 cation binding
## 8587 cation binding
## 8588 cation binding
## 8589 cation binding
## 8590 cation binding
## 8591 cation binding
## 8592 cation binding
## 8593 cation binding
## 8594 cation binding
## 8595 cation binding
## 8596 cation binding
## 8597 cation binding
## 8598 cation binding
## 8599 cation binding
## 8600 cation binding
## 8601 cation binding
## 8602 cation binding
## 8603 cation binding
## 8604 cation binding
## 8605 cation binding
## 8606 cation binding
## 8607 cation binding
## 8608 cation binding
## 8609 cation binding
## 8610 cation binding
## 8611 cation binding
## 8612 cation binding
## 8613 cation binding
## 8614 cation binding
## 8615 cation binding
## 8616 cation binding
## 8617 cation binding
## 8618 cation binding
## 8619 cation binding
## 8620 cation binding
## 8621 cation binding
## 8622 cation binding
## 8623 cation binding
## 8624 cation binding
## 8625 cation binding
## 8626 cation binding
## 8627 cation binding
## 8628 cation binding
## 8629 cation binding
## 8630 cation binding
## 8631 cation binding
## 8632 cation binding
## 8633 cation binding
## 8634 cation binding
## 8635 cation binding
## 8636 cation binding
## 8637 cation binding
## 8638 cation binding
## 8639 cation binding
## 8640 cation binding
## 8641 cation binding
## 8642 cation binding
## 8643 cation binding
## 8644 cation binding
## 8645 cation binding
## 8646 cation binding
## 8647 cation binding
## 8648 cation binding
## 8649 cation binding
## 8650 cation binding
## 8651 cation binding
## 8652 cation binding
## 8653 cation binding
## 8654 cation binding
## 8655 cation binding
## 8656 cation binding
## 8657 cation binding
## 8658 cation binding
## 8659 cation binding
## 8660 cation binding
## 8661 cation binding
## 8662 cation binding
## 8663 cation binding
## 8664 cation binding
## 8665 cation binding
## 8666 cation binding
## 8667 cation binding
## 8668 cation binding
## 8669 cation binding
## 8670 cation binding
## 8671 cation binding
## 8672 cation binding
## 8673 cation binding
## 8674 cation binding
## 8675 cation binding
## 8676 cation binding
## 8677 cation binding
## 8678 cation binding
## 8679 cation binding
## 8680 cation binding
## 8681 cation binding
## 8682 cation binding
## 8683 cation binding
## 8684 cation binding
## 8685 cation binding
## 8686 cation binding
## 8687 cation binding
## 8688 cation binding
## 8689 cation binding
## 8690 cation binding
## 8691 cation binding
## 8692 cation binding
## 8693 cation binding
## 8694 cation binding
## 8695 cation binding
## 8696 cation binding
## 8697 cation binding
## 8698 cation binding
## 8699 cation binding
## 8700 cation binding
## 8701 cation binding
## 8702 cation binding
## 8703 cation binding
## 8704 cation binding
## 8705 cation binding
## 8706 cation binding
## 8707 cation binding
## 8708 cation binding
## 8709 cation binding
## 8710 cation binding
## 8711 cation binding
## 8712 cation binding
## 8713 cation binding
## 8714 cation binding
## 8715 cation binding
## 8716 cation binding
## 8717 cation binding
## 8718 cation binding
## 8719 cation binding
## 8720 cation binding
## 8721 cation binding
## 8722 cation binding
## 8723 cation binding
## 8724 cation binding
## 8725 cation binding
## 8726 cation binding
## 8727 cation binding
## 8728 cation binding
## 8729 cation binding
## 8730 cation binding
## 8731 cation binding
## 8732 cation binding
## 8733 cation binding
## 8734 cation binding
## 8735 cation binding
## 8736 cation binding
## 8737 cation binding
## 8738 cation binding
## 8739 cation binding
## 8740 cation binding
## 8741 cation binding
## 8742 cation binding
## 8743 cation binding
## 8744 cation binding
## 8745 cation binding
## 8746 cation binding
## 8747 cation binding
## 8748 cation binding
## 8749 cation binding
## 8750 cation binding
## 8751 cation binding
## 8752 cation binding
## 8753 cation binding
## 8754 cation binding
## 8755 cation binding
## 8756 cation binding
## 8757 cation binding
## 8758 cation binding
## 8759 cation binding
## 8760 cation binding
## 8761 cation binding
## 8762 cation binding
## 8763 cation binding
## 8764 cation binding
## 8765 cation binding
## 8766 cation binding
## 8767 cation binding
## 8768 cation binding
## 8769 cation binding
## 8770 cation binding
## 8771 cation binding
## 8772 cation binding
## 8773 cation binding
## 8774 cation binding
## 8775 cation binding
## 8776 cation binding
## 8777 cation binding
## 8778 cation binding
## 8779 cation binding
## 8780 cation binding
## 8781 cation binding
## 8782 cation binding
## 8783 cation binding
## 8784 cation binding
## 8785 cation binding
## 8786 cation binding
## 8787 cation binding
## 8788 cation binding
## 8789 cation binding
## 8790 cation binding
## 8791 cation binding
## 8792 cation binding
## 8793 cation binding
## 8794 cation binding
## 8795 cation binding
## 8796 cation binding
## 8797 cation binding
## 8798 cation binding
## 8799 cation binding
## 8800 cation binding
## 8801 cation binding
## 8802 cation binding
## 8803 cation binding
## 8804 cation binding
## 8805 cation binding
## 8806 cation binding
## 8807 cation binding
## 8808 cation binding
## 8809 cation binding
## 8810 cation binding
## 8811 cation binding
## 8812 cation binding
## 8813 cation binding
## 8814 cation binding
## 8815 cation binding
## 8816 cation binding
## 8817 cation binding
## 8818 cation binding
## 8819 cation binding
## 8820 cation binding
## 8821 cation binding
## 8822 cation binding
## 8823 cation binding
## 8824 cation binding
## 8825 cation binding
## 8826 cation binding
## 8827 cation binding
## 8828 cation binding
## 8829 cation binding
## 8830 cation binding
## 8831 cation binding
## 8832 cation binding
## 8833 cation binding
## 8834 cation binding
## 8835 cation binding
## 8836 cation binding
## 8837 cation binding
## 8838 cation binding
## 8839 cation binding
## 8840 pattern binding
## 8841 pattern binding
## 8842 pattern binding
## 8843 pattern binding
## 8844 pattern binding
## 8845 pattern binding
## 8846 pattern binding
## 8847 pattern binding
## 8848 pattern binding
## 8849 pattern binding
## 8850 pattern binding
## 8851 pattern binding
## 8852 pattern binding
## 8853 pattern binding
## 8854 pattern binding
## 8855 pattern binding
## 8856 pattern binding
## 8857 pattern binding
## 8858 pattern binding
## 8859 pattern binding
## 8860 pattern binding
## 8861 pattern binding
## 8862 pattern binding
## 8863 pattern binding
## 8864 pattern binding
## 8865 pattern binding
## 8866 polysaccharide binding
## 8867 polysaccharide binding
## 8868 polysaccharide binding
## 8869 polysaccharide binding
## 8870 polysaccharide binding
## 8871 polysaccharide binding
## 8872 polysaccharide binding
## 8873 polysaccharide binding
## 8874 polysaccharide binding
## 8875 polysaccharide binding
## 8876 polysaccharide binding
## 8877 polysaccharide binding
## 8878 polysaccharide binding
## 8879 polysaccharide binding
## 8880 polysaccharide binding
## 8881 polysaccharide binding
## 8882 polysaccharide binding
## 8883 polysaccharide binding
## 8884 polysaccharide binding
## 8885 polysaccharide binding
## 8886 polysaccharide binding
## 8887 polysaccharide binding
## 8888 polysaccharide binding
## 8889 polysaccharide binding
## 8890 polysaccharide binding
## 8891 polysaccharide binding
## 8892 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8893 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8894 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8895 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8896 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8897 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8898 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8899 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8900 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8901 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8902 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8903 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8904 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8905 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8906 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8907 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8908 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8909 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8910 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8911 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8912 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8913 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8914 P-P-bond-hydrolysis-driven transmembrane transporter activity
## 8915 primary active transmembrane transporter activity
## 8916 primary active transmembrane transporter activity
## 8917 primary active transmembrane transporter activity
## 8918 primary active transmembrane transporter activity
## 8919 primary active transmembrane transporter activity
## 8920 primary active transmembrane transporter activity
## 8921 primary active transmembrane transporter activity
## 8922 primary active transmembrane transporter activity
## 8923 primary active transmembrane transporter activity
## 8924 primary active transmembrane transporter activity
## 8925 primary active transmembrane transporter activity
## 8926 primary active transmembrane transporter activity
## 8927 primary active transmembrane transporter activity
## 8928 primary active transmembrane transporter activity
## 8929 primary active transmembrane transporter activity
## 8930 primary active transmembrane transporter activity
## 8931 primary active transmembrane transporter activity
## 8932 primary active transmembrane transporter activity
## 8933 primary active transmembrane transporter activity
## 8934 primary active transmembrane transporter activity
## 8935 primary active transmembrane transporter activity
## 8936 primary active transmembrane transporter activity
## 8937 primary active transmembrane transporter activity
## 8938 metal ion binding
## 8939 metal ion binding
## 8940 metal ion binding
## 8941 metal ion binding
## 8942 metal ion binding
## 8943 metal ion binding
## 8944 metal ion binding
## 8945 metal ion binding
## 8946 metal ion binding
## 8947 metal ion binding
## 8948 metal ion binding
## 8949 metal ion binding
## 8950 metal ion binding
## 8951 metal ion binding
## 8952 metal ion binding
## 8953 metal ion binding
## 8954 metal ion binding
## 8955 metal ion binding
## 8956 metal ion binding
## 8957 metal ion binding
## 8958 metal ion binding
## 8959 metal ion binding
## 8960 metal ion binding
## 8961 metal ion binding
## 8962 metal ion binding
## 8963 metal ion binding
## 8964 metal ion binding
## 8965 metal ion binding
## 8966 metal ion binding
## 8967 metal ion binding
## 8968 metal ion binding
## 8969 metal ion binding
## 8970 metal ion binding
## 8971 metal ion binding
## 8972 metal ion binding
## 8973 metal ion binding
## 8974 metal ion binding
## 8975 metal ion binding
## 8976 metal ion binding
## 8977 metal ion binding
## 8978 metal ion binding
## 8979 metal ion binding
## 8980 metal ion binding
## 8981 metal ion binding
## 8982 metal ion binding
## 8983 metal ion binding
## 8984 metal ion binding
## 8985 metal ion binding
## 8986 metal ion binding
## 8987 metal ion binding
## 8988 metal ion binding
## 8989 metal ion binding
## 8990 metal ion binding
## 8991 metal ion binding
## 8992 metal ion binding
## 8993 metal ion binding
## 8994 metal ion binding
## 8995 metal ion binding
## 8996 metal ion binding
## 8997 metal ion binding
## 8998 metal ion binding
## 8999 metal ion binding
## 9000 metal ion binding
## 9001 metal ion binding
## 9002 metal ion binding
## 9003 metal ion binding
## 9004 metal ion binding
## 9005 metal ion binding
## 9006 metal ion binding
## 9007 metal ion binding
## 9008 metal ion binding
## 9009 metal ion binding
## 9010 metal ion binding
## 9011 metal ion binding
## 9012 metal ion binding
## 9013 metal ion binding
## 9014 metal ion binding
## 9015 metal ion binding
## 9016 metal ion binding
## 9017 metal ion binding
## 9018 metal ion binding
## 9019 metal ion binding
## 9020 metal ion binding
## 9021 metal ion binding
## 9022 metal ion binding
## 9023 metal ion binding
## 9024 metal ion binding
## 9025 metal ion binding
## 9026 metal ion binding
## 9027 metal ion binding
## 9028 metal ion binding
## 9029 metal ion binding
## 9030 metal ion binding
## 9031 metal ion binding
## 9032 metal ion binding
## 9033 metal ion binding
## 9034 metal ion binding
## 9035 metal ion binding
## 9036 metal ion binding
## 9037 metal ion binding
## 9038 metal ion binding
## 9039 metal ion binding
## 9040 metal ion binding
## 9041 metal ion binding
## 9042 metal ion binding
## 9043 metal ion binding
## 9044 metal ion binding
## 9045 metal ion binding
## 9046 metal ion binding
## 9047 metal ion binding
## 9048 metal ion binding
## 9049 metal ion binding
## 9050 metal ion binding
## 9051 metal ion binding
## 9052 metal ion binding
## 9053 metal ion binding
## 9054 metal ion binding
## 9055 metal ion binding
## 9056 metal ion binding
## 9057 metal ion binding
## 9058 metal ion binding
## 9059 metal ion binding
## 9060 metal ion binding
## 9061 metal ion binding
## 9062 metal ion binding
## 9063 metal ion binding
## 9064 metal ion binding
## 9065 metal ion binding
## 9066 metal ion binding
## 9067 metal ion binding
## 9068 metal ion binding
## 9069 metal ion binding
## 9070 metal ion binding
## 9071 metal ion binding
## 9072 metal ion binding
## 9073 metal ion binding
## 9074 metal ion binding
## 9075 metal ion binding
## 9076 metal ion binding
## 9077 metal ion binding
## 9078 metal ion binding
## 9079 metal ion binding
## 9080 metal ion binding
## 9081 metal ion binding
## 9082 metal ion binding
## 9083 metal ion binding
## 9084 metal ion binding
## 9085 metal ion binding
## 9086 metal ion binding
## 9087 metal ion binding
## 9088 metal ion binding
## 9089 metal ion binding
## 9090 metal ion binding
## 9091 metal ion binding
## 9092 metal ion binding
## 9093 metal ion binding
## 9094 metal ion binding
## 9095 metal ion binding
## 9096 metal ion binding
## 9097 metal ion binding
## 9098 metal ion binding
## 9099 metal ion binding
## 9100 metal ion binding
## 9101 metal ion binding
## 9102 metal ion binding
## 9103 metal ion binding
## 9104 metal ion binding
## 9105 metal ion binding
## 9106 metal ion binding
## 9107 metal ion binding
## 9108 metal ion binding
## 9109 metal ion binding
## 9110 metal ion binding
## 9111 metal ion binding
## 9112 metal ion binding
## 9113 metal ion binding
## 9114 metal ion binding
## 9115 metal ion binding
## 9116 metal ion binding
## 9117 metal ion binding
## 9118 metal ion binding
## 9119 metal ion binding
## 9120 metal ion binding
## 9121 metal ion binding
## 9122 metal ion binding
## 9123 metal ion binding
## 9124 metal ion binding
## 9125 metal ion binding
## 9126 metal ion binding
## 9127 metal ion binding
## 9128 metal ion binding
## 9129 metal ion binding
## 9130 metal ion binding
## 9131 metal ion binding
## 9132 metal ion binding
## 9133 metal ion binding
## 9134 metal ion binding
## 9135 metal ion binding
## 9136 metal ion binding
## 9137 metal ion binding
## 9138 metal ion binding
## 9139 metal ion binding
## 9140 metal ion binding
## 9141 metal ion binding
## 9142 metal ion binding
## 9143 metal ion binding
## 9144 metal ion binding
## 9145 metal ion binding
## 9146 metal ion binding
## 9147 metal ion binding
## 9148 metal ion binding
## 9149 metal ion binding
## 9150 metal ion binding
## 9151 metal ion binding
## 9152 metal ion binding
## 9153 metal ion binding
## 9154 metal ion binding
## 9155 metal ion binding
## 9156 metal ion binding
## 9157 metal ion binding
## 9158 metal ion binding
## 9159 metal ion binding
## 9160 metal ion binding
## 9161 metal ion binding
## 9162 metal ion binding
## 9163 metal ion binding
## 9164 metal ion binding
## 9165 metal ion binding
## 9166 metal ion binding
## 9167 metal ion binding
## 9168 metal ion binding
## 9169 metal ion binding
## 9170 metal ion binding
## 9171 metal ion binding
## 9172 metal ion binding
## 9173 metal ion binding
## 9174 metal ion binding
## 9175 metal ion binding
## 9176 metal ion binding
## 9177 metal ion binding
## 9178 metal ion binding
## 9179 metal ion binding
## 9180 metal ion binding
## 9181 metal ion binding
## 9182 metal ion binding
## 9183 metal ion binding
## 9184 metal ion binding
## 9185 metal ion binding
## 9186 metal ion binding
## 9187 metal ion binding
## 9188 metal ion binding
## 9189 metal ion binding
## 9190 metal ion binding
## 9191 metal ion binding
## 9192 metal ion binding
## 9193 metal ion binding
## 9194 metal ion binding
## 9195 metal ion binding
## 9196 metal ion binding
## 9197 metal ion binding
## 9198 metal ion binding
## 9199 metal ion binding
## 9200 metal ion binding
## 9201 metal ion binding
## 9202 metal ion binding
## 9203 metal ion binding
## 9204 metal ion binding
## 9205 metal ion binding
## 9206 metal ion binding
## 9207 metal ion binding
## 9208 metal ion binding
## 9209 metal ion binding
## 9210 metal ion binding
## 9211 metal ion binding
## 9212 metal ion binding
## 9213 metal ion binding
## 9214 metal ion binding
## 9215 metal ion binding
## 9216 metal ion binding
## 9217 metal ion binding
## 9218 metal ion binding
## 9219 metal ion binding
## 9220 metal ion binding
## 9221 metal ion binding
## 9222 metal ion binding
## 9223 metal ion binding
## 9224 metal ion binding
## 9225 metal ion binding
## 9226 metal ion binding
## 9227 metal ion binding
## 9228 metal ion binding
## 9229 metal ion binding
## 9230 metal ion binding
## 9231 metal ion binding
## 9232 metal ion binding
## 9233 metal ion binding
## 9234 metal ion binding
## 9235 metal ion binding
## 9236 metal ion binding
## 9237 metal ion binding
## 9238 metal ion binding
## 9239 metal ion binding
## 9240 metal ion binding
## 9241 metal ion binding
## 9242 metal ion binding
## 9243 metal ion binding
## 9244 metal ion binding
## 9245 metal ion binding
## 9246 metal ion binding
## 9247 metal ion binding
## 9248 metal ion binding
## 9249 metal ion binding
## 9250 metal ion binding
## 9251 metal ion binding
## 9252 metal ion binding
## 9253 metal ion binding
## 9254 metal ion binding
## 9255 metal ion binding
## 9256 metal ion binding
## 9257 metal ion binding
## 9258 metal ion binding
## 9259 metal ion binding
## 9260 metal ion binding
## 9261 metal ion binding
## 9262 metal ion binding
## 9263 metal ion binding
## 9264 metal ion binding
## 9265 metal ion binding
## 9266 metal ion binding
## 9267 metal ion binding
## 9268 metal ion binding
## 9269 metal ion binding
## 9270 metal ion binding
## 9271 metal ion binding
## 9272 metal ion binding
## 9273 metal ion binding
## 9274 metal ion binding
## 9275 metal ion binding
## 9276 metal ion binding
## 9277 metal ion binding
## 9278 metal ion binding
## 9279 metal ion binding
## 9280 metal ion binding
## 9281 metal ion binding
## 9282 metal ion binding
## 9283 metal ion binding
## 9284 metal ion binding
## 9285 metal ion binding
## 9286 metal ion binding
## 9287 metal ion binding
## 9288 metal ion binding
## 9289 metal ion binding
## 9290 metal ion binding
## 9291 metal ion binding
## 9292 metal ion binding
## 9293 metal ion binding
## 9294 metal ion binding
## 9295 metal ion binding
## 9296 metal ion binding
## 9297 metal ion binding
## 9298 metal ion binding
## 9299 metal ion binding
## 9300 metal ion binding
## 9301 metal ion binding
## 9302 metal ion binding
## 9303 metal ion binding
## 9304 metal ion binding
## 9305 metal ion binding
## 9306 metal ion binding
## 9307 metal ion binding
## 9308 metal ion binding
## 9309 metal ion binding
## 9310 metal ion binding
## 9311 metal ion binding
## 9312 metal ion binding
## 9313 metal ion binding
## 9314 metal ion binding
## 9315 metal ion binding
## 9316 metal ion binding
## 9317 metal ion binding
## 9318 metal ion binding
## 9319 metal ion binding
## 9320 metal ion binding
## 9321 metal ion binding
## 9322 metal ion binding
## 9323 metal ion binding
## 9324 metal ion binding
## 9325 metal ion binding
## 9326 metal ion binding
## 9327 metal ion binding
## 9328 metal ion binding
## 9329 metal ion binding
## 9330 metal ion binding
## 9331 metal ion binding
## 9332 metal ion binding
## 9333 metal ion binding
## 9334 metal ion binding
## 9335 metal ion binding
## 9336 metal ion binding
## 9337 metal ion binding
## 9338 metal ion binding
## 9339 metal ion binding
## 9340 metal ion binding
## 9341 metal ion binding
## 9342 metal ion binding
## 9343 metal ion binding
## 9344 metal ion binding
## 9345 metal ion binding
## 9346 metal ion binding
## 9347 metal ion binding
## 9348 metal ion binding
## 9349 metal ion binding
## 9350 metal ion binding
## 9351 metal ion binding
## 9352 metal ion binding
## 9353 metal ion binding
## 9354 metal ion binding
## 9355 metal ion binding
## 9356 metal ion binding
## 9357 metal ion binding
## 9358 metal ion binding
## 9359 metal ion binding
## 9360 metal ion binding
## 9361 metal ion binding
## 9362 metal ion binding
## 9363 metal ion binding
## 9364 metal ion binding
## 9365 metal ion binding
## 9366 metal ion binding
## 9367 purine nucleotide binding
## 9368 purine nucleotide binding
## 9369 purine nucleotide binding
## 9370 purine nucleotide binding
## 9371 purine nucleotide binding
## 9372 purine nucleotide binding
## 9373 purine nucleotide binding
## 9374 purine nucleotide binding
## 9375 purine nucleotide binding
## 9376 purine nucleotide binding
## 9377 purine nucleotide binding
## 9378 purine nucleotide binding
## 9379 purine nucleotide binding
## 9380 purine nucleotide binding
## 9381 purine nucleotide binding
## 9382 purine nucleotide binding
## 9383 purine nucleotide binding
## 9384 purine nucleotide binding
## 9385 purine nucleotide binding
## 9386 purine nucleotide binding
## 9387 purine nucleotide binding
## 9388 purine nucleotide binding
## 9389 purine nucleotide binding
## 9390 purine nucleotide binding
## 9391 purine nucleotide binding
## 9392 purine nucleotide binding
## 9393 purine nucleotide binding
## 9394 purine nucleotide binding
## 9395 purine nucleotide binding
## 9396 purine nucleotide binding
## 9397 purine nucleotide binding
## 9398 purine nucleotide binding
## 9399 purine nucleotide binding
## 9400 purine nucleotide binding
## 9401 purine nucleotide binding
## 9402 purine nucleotide binding
## 9403 purine nucleotide binding
## 9404 purine nucleotide binding
## 9405 purine nucleotide binding
## 9406 purine nucleotide binding
## 9407 purine nucleotide binding
## 9408 purine nucleotide binding
## 9409 purine nucleotide binding
## 9410 purine nucleotide binding
## 9411 purine nucleotide binding
## 9412 purine nucleotide binding
## 9413 purine nucleotide binding
## 9414 purine nucleotide binding
## 9415 purine nucleotide binding
## 9416 purine nucleotide binding
## 9417 purine nucleotide binding
## 9418 purine nucleotide binding
## 9419 purine nucleotide binding
## 9420 purine nucleotide binding
## 9421 purine nucleotide binding
## 9422 purine nucleotide binding
## 9423 purine nucleotide binding
## 9424 purine nucleotide binding
## 9425 purine nucleotide binding
## 9426 purine nucleotide binding
## 9427 purine nucleotide binding
## 9428 purine nucleotide binding
## 9429 purine nucleotide binding
## 9430 purine nucleotide binding
## 9431 purine nucleotide binding
## 9432 purine nucleotide binding
## 9433 purine nucleotide binding
## 9434 purine nucleotide binding
## 9435 purine nucleotide binding
## 9436 purine nucleotide binding
## 9437 purine nucleotide binding
## 9438 purine nucleotide binding
## 9439 purine nucleotide binding
## 9440 purine nucleotide binding
## 9441 purine nucleotide binding
## 9442 purine nucleotide binding
## 9443 purine nucleotide binding
## 9444 purine nucleotide binding
## 9445 purine nucleotide binding
## 9446 purine nucleotide binding
## 9447 purine nucleotide binding
## 9448 purine nucleotide binding
## 9449 purine nucleotide binding
## 9450 purine nucleotide binding
## 9451 purine nucleotide binding
## 9452 purine nucleotide binding
## 9453 purine nucleotide binding
## 9454 purine nucleotide binding
## 9455 purine nucleotide binding
## 9456 purine nucleotide binding
## 9457 purine nucleotide binding
## 9458 purine nucleotide binding
## 9459 purine nucleotide binding
## 9460 purine nucleotide binding
## 9461 purine nucleotide binding
## 9462 purine nucleotide binding
## 9463 purine nucleotide binding
## 9464 purine nucleotide binding
## 9465 purine nucleotide binding
## 9466 purine nucleotide binding
## 9467 purine nucleotide binding
## 9468 purine nucleotide binding
## 9469 purine nucleotide binding
## 9470 purine nucleotide binding
## 9471 purine nucleotide binding
## 9472 purine nucleotide binding
## 9473 purine nucleotide binding
## 9474 purine nucleotide binding
## 9475 purine nucleotide binding
## 9476 purine nucleotide binding
## 9477 purine nucleotide binding
## 9478 purine nucleotide binding
## 9479 purine nucleotide binding
## 9480 purine nucleotide binding
## 9481 purine nucleotide binding
## 9482 purine nucleotide binding
## 9483 purine nucleotide binding
## 9484 purine nucleotide binding
## 9485 purine nucleotide binding
## 9486 purine nucleotide binding
## 9487 purine nucleotide binding
## 9488 purine nucleotide binding
## 9489 purine nucleotide binding
## 9490 purine nucleotide binding
## 9491 purine nucleotide binding
## 9492 purine nucleotide binding
## 9493 purine nucleotide binding
## 9494 purine nucleotide binding
## 9495 purine nucleotide binding
## 9496 purine nucleotide binding
## 9497 purine nucleotide binding
## 9498 purine nucleotide binding
## 9499 purine nucleotide binding
## 9500 purine nucleotide binding
## 9501 purine nucleotide binding
## 9502 purine nucleotide binding
## 9503 purine nucleotide binding
## 9504 purine nucleotide binding
## 9505 purine nucleotide binding
## 9506 purine nucleotide binding
## 9507 purine nucleotide binding
## 9508 purine nucleotide binding
## 9509 purine nucleotide binding
## 9510 purine nucleotide binding
## 9511 purine nucleotide binding
## 9512 purine nucleotide binding
## 9513 purine nucleotide binding
## 9514 purine nucleotide binding
## 9515 purine nucleotide binding
## 9516 purine nucleotide binding
## 9517 purine nucleotide binding
## 9518 purine nucleotide binding
## 9519 purine nucleotide binding
## 9520 purine nucleotide binding
## 9521 purine nucleotide binding
## 9522 purine nucleotide binding
## 9523 purine nucleotide binding
## 9524 purine nucleotide binding
## 9525 purine nucleotide binding
## 9526 purine nucleotide binding
## 9527 purine nucleotide binding
## 9528 purine nucleotide binding
## 9529 purine nucleotide binding
## 9530 purine nucleotide binding
## 9531 purine nucleotide binding
## 9532 purine nucleotide binding
## 9533 purine nucleotide binding
## 9534 purine nucleotide binding
## 9535 purine nucleotide binding
## 9536 purine nucleotide binding
## 9537 purine nucleotide binding
## 9538 purine nucleotide binding
## 9539 purine nucleotide binding
## 9540 purine nucleotide binding
## 9541 purine nucleotide binding
## 9542 purine nucleotide binding
## 9543 purine nucleotide binding
## 9544 purine nucleotide binding
## 9545 purine nucleotide binding
## 9546 purine nucleotide binding
## 9547 purine nucleotide binding
## 9548 purine nucleotide binding
## 9549 purine nucleotide binding
## 9550 purine nucleotide binding
## 9551 purine nucleotide binding
## 9552 purine nucleotide binding
## 9553 purine nucleotide binding
## 9554 purine nucleotide binding
## 9555 purine nucleotide binding
## 9556 purine nucleotide binding
## 9557 purine nucleotide binding
## 9558 purine nucleotide binding
## 9559 purine nucleotide binding
## 9560 purine nucleotide binding
## 9561 purine nucleotide binding
## 9562 purine nucleotide binding
## 9563 purine nucleotide binding
## 9564 purine nucleotide binding
## 9565 purine nucleotide binding
## 9566 purine nucleotide binding
## 9567 purine nucleotide binding
## 9568 purine nucleotide binding
## 9569 purine nucleotide binding
## 9570 purine nucleotide binding
## 9571 purine nucleotide binding
## 9572 purine nucleotide binding
## 9573 purine nucleotide binding
## 9574 purine nucleotide binding
## 9575 purine nucleotide binding
## 9576 purine nucleotide binding
## 9577 purine nucleotide binding
## 9578 purine nucleotide binding
## 9579 purine nucleotide binding
## 9580 purine nucleotide binding
## 9581 purine nucleotide binding
## 9582 purine nucleotide binding
## 9583 purine nucleotide binding
## 9584 purine nucleotide binding
## 9585 purine nucleotide binding
## 9586 purine nucleotide binding
## 9587 purine nucleotide binding
## 9588 purine nucleotide binding
## 9589 purine nucleotide binding
## 9590 purine nucleotide binding
## 9591 GTPase activator activity
## 9592 GTPase activator activity
## 9593 GTPase activator activity
## 9594 GTPase activator activity
## 9595 GTPase activator activity
## 9596 GTPase activator activity
## 9597 GTPase activator activity
## 9598 GTPase activator activity
## 9599 GTPase activator activity
## 9600 GTPase activator activity
## 9601 GTPase activator activity
## 9602 GTPase activator activity
## 9603 GTPase activator activity
## 9604 GTPase activator activity
## 9605 GTPase activator activity
## 9606 GTPase activator activity
## 9607 GTPase activator activity
## 9608 GTPase activator activity
## 9609 GTPase activator activity
## 9610 GTPase activator activity
## 9611 GTPase activator activity
## 9612 GTPase activator activity
## 9613 GTPase activator activity
## 9614 GTPase activator activity
## 9615 GTPase activator activity
## 9616 GTPase activator activity
## 9617 GTPase activator activity
## 9618 GTPase activator activity
## 9619 GTPase activator activity
## 9620 GTPase activator activity
## 9621 GTPase activator activity
## 9622 GTPase activator activity
## 9623 GTPase activator activity
## 9624 GTPase activator activity
## 9625 protein domain specific binding
## 9626 protein domain specific binding
## 9627 protein domain specific binding
## 9628 protein domain specific binding
## 9629 protein domain specific binding
## 9630 protein domain specific binding
## 9631 protein domain specific binding
## 9632 protein domain specific binding
## 9633 protein domain specific binding
## 9634 protein domain specific binding
## 9635 protein domain specific binding
## 9636 protein domain specific binding
## 9637 protein domain specific binding
## 9638 protein domain specific binding
## 9639 protein domain specific binding
## 9640 protein domain specific binding
## 9641 protein domain specific binding
## 9642 protein domain specific binding
## 9643 protein domain specific binding
## 9644 protein domain specific binding
## 9645 protein domain specific binding
## 9646 protein domain specific binding
## 9647 protein domain specific binding
## 9648 protein domain specific binding
## 9649 protein domain specific binding
## 9650 protein domain specific binding
## 9651 protein domain specific binding
## 9652 protein domain specific binding
## 9653 protein domain specific binding
## 9654 protein domain specific binding
## 9655 protein domain specific binding
## 9656 protein domain specific binding
## 9657 protein domain specific binding
## 9658 protein domain specific binding
## 9659 ATPase activity, coupled to transmembrane movement of substances
## 9660 ATPase activity, coupled to transmembrane movement of substances
## 9661 ATPase activity, coupled to transmembrane movement of substances
## 9662 ATPase activity, coupled to transmembrane movement of substances
## 9663 ATPase activity, coupled to transmembrane movement of substances
## 9664 ATPase activity, coupled to transmembrane movement of substances
## 9665 ATPase activity, coupled to transmembrane movement of substances
## 9666 ATPase activity, coupled to transmembrane movement of substances
## 9667 ATPase activity, coupled to transmembrane movement of substances
## 9668 ATPase activity, coupled to transmembrane movement of substances
## 9669 ATPase activity, coupled to transmembrane movement of substances
## 9670 ATPase activity, coupled to transmembrane movement of substances
## 9671 ATPase activity, coupled to transmembrane movement of substances
## 9672 ATPase activity, coupled to transmembrane movement of substances
## 9673 ATPase activity, coupled to transmembrane movement of substances
## 9674 ATPase activity, coupled to transmembrane movement of substances
## 9675 ATPase activity, coupled to transmembrane movement of substances
## 9676 ATPase activity, coupled to transmembrane movement of substances
## 9677 ATPase activity, coupled to transmembrane movement of substances
## 9678 ATPase activity, coupled to transmembrane movement of substances
## 9679 ATPase activity, coupled to transmembrane movement of substances
## 9680 ATPase activity, coupled to movement of substances
## 9681 ATPase activity, coupled to movement of substances
## 9682 ATPase activity, coupled to movement of substances
## 9683 ATPase activity, coupled to movement of substances
## 9684 ATPase activity, coupled to movement of substances
## 9685 ATPase activity, coupled to movement of substances
## 9686 ATPase activity, coupled to movement of substances
## 9687 ATPase activity, coupled to movement of substances
## 9688 ATPase activity, coupled to movement of substances
## 9689 ATPase activity, coupled to movement of substances
## 9690 ATPase activity, coupled to movement of substances
## 9691 ATPase activity, coupled to movement of substances
## 9692 ATPase activity, coupled to movement of substances
## 9693 ATPase activity, coupled to movement of substances
## 9694 ATPase activity, coupled to movement of substances
## 9695 ATPase activity, coupled to movement of substances
## 9696 ATPase activity, coupled to movement of substances
## 9697 ATPase activity, coupled to movement of substances
## 9698 ATPase activity, coupled to movement of substances
## 9699 ATPase activity, coupled to movement of substances
## 9700 ATPase activity, coupled to movement of substances
## 9701 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9702 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9703 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9704 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9705 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9706 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9707 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9708 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9709 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9710 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9711 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9712 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9713 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9714 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9715 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9716 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9717 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9718 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9719 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9720 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9721 hydrolase activity, acting on acid anhydrides, catalyzing transmembrane movement of substances
## 9722 lipid binding
## 9723 lipid binding
## 9724 lipid binding
## 9725 lipid binding
## 9726 lipid binding
## 9727 lipid binding
## 9728 lipid binding
## 9729 lipid binding
## 9730 lipid binding
## 9731 lipid binding
## 9732 lipid binding
## 9733 lipid binding
## 9734 lipid binding
## 9735 lipid binding
## 9736 lipid binding
## 9737 lipid binding
## 9738 lipid binding
## 9739 lipid binding
## 9740 lipid binding
## 9741 lipid binding
## 9742 lipid binding
## 9743 lipid binding
## 9744 lipid binding
## 9745 lipid binding
## 9746 lipid binding
## 9747 lipid binding
## 9748 lipid binding
## 9749 lipid binding
## 9750 lipid binding
## 9751 lipid binding
## 9752 lipid binding
## 9753 lipid binding
## 9754 lipid binding
## 9755 lipid binding
## 9756 lipid binding
## 9757 lipid binding
## 9758 lipid binding
## 9759 lipid binding
## 9760 lipid binding
## 9761 lipid binding
## 9762 lipid binding
## 9763 lipid binding
## 9764 lipid binding
## 9765 lipid binding
## 9766 lipid binding
## 9767 lipid binding
## 9768 lipid binding
## 9769 lipid binding
## 9770 lipid binding
## 9771 lipid binding
## 9772 lipid binding
## 9773 lipid binding
## 9774 lipid binding
## 9775 protein tyrosine kinase activity
## 9776 protein tyrosine kinase activity
## 9777 protein tyrosine kinase activity
## 9778 protein tyrosine kinase activity
## 9779 protein tyrosine kinase activity
## 9780 protein tyrosine kinase activity
## 9781 protein tyrosine kinase activity
## 9782 protein tyrosine kinase activity
## 9783 protein tyrosine kinase activity
## 9784 protein tyrosine kinase activity
## 9785 protein tyrosine kinase activity
## 9786 protein tyrosine kinase activity
## 9787 protein tyrosine kinase activity
## 9788 protein tyrosine kinase activity
## 9789 protein tyrosine kinase activity
## 9790 protein tyrosine kinase activity
## 9791 protein tyrosine kinase activity
## 9792 protein tyrosine kinase activity
## 9793 protein tyrosine kinase activity
## 9794 protein tyrosine kinase activity
## 9795 protein tyrosine kinase activity
## 9796 protein tyrosine kinase activity
## 9797 protein tyrosine kinase activity
## 9798 protein tyrosine kinase activity
## 9799 protein tyrosine kinase activity
## 9800 protein tyrosine kinase activity
## 9801 protein tyrosine kinase activity
## 9802 protein tyrosine kinase activity
## 9803 protein tyrosine kinase activity
## 9804 protein tyrosine kinase activity
## count genes logFC adj_pval zscore
## 1 54 DLC1 -0.9707875 0.000002170 -0.81649658
## 2 54 NRP2 -1.5153173 0.000002170 -0.81649658
## 3 54 NRP1 -1.1412315 0.000002170 -0.81649658
## 4 54 EDN1 1.3813006 0.000002170 -0.81649658
## 5 54 PDLIM3 -0.8876939 0.000002170 -0.81649658
## 6 54 GJA1 -0.8179480 0.000002170 -0.81649658
## 7 54 TTN -0.6633600 0.000002170 -0.81649658
## 8 54 GJA5 -2.4542500 0.000002170 -0.81649658
## 9 54 ZIC3 3.9539621 0.000002170 -0.81649658
## 10 54 TGFB2 2.3031748 0.000002170 -0.81649658
## 11 54 CERKL 0.8624001 0.000002170 -0.81649658
## 12 54 GATA6 -0.8680981 0.000002170 -0.81649658
## 13 54 COL4A3BP 1.3971175 0.000002170 -0.81649658
## 14 54 GAB1 0.8795894 0.000002170 -0.81649658
## 15 54 SEMA3C 5.5156298 0.000002170 -0.81649658
## 16 54 MKL2 1.1871092 0.000002170 -0.81649658
## 17 54 SLC22A5 0.5032908 0.000002170 -0.81649658
## 18 54 MB -1.7171237 0.000002170 -0.81649658
## 19 54 PTPRJ 2.0703827 0.000002170 -0.81649658
## 20 54 RXRA -0.3709072 0.000002170 -0.81649658
## 21 54 VANGL2 0.5220569 0.000002170 -0.81649658
## 22 54 MYH6 -1.6087011 0.000002170 -0.81649658
## 23 54 TNNT2 -4.2969393 0.000002170 -0.81649658
## 24 54 HHEX 0.8277356 0.000002170 -0.81649658
## 25 54 MURC 1.6012508 0.000002170 -0.81649658
## 26 54 MIB1 -0.2899698 0.000002170 -0.81649658
## 27 54 FOXC2 -0.8402120 0.000002170 -0.81649658
## 28 54 FOXC1 2.0229256 0.000002170 -0.81649658
## 29 54 ADAM19 -1.2154123 0.000002170 -0.81649658
## 30 54 MYL2 -4.4515265 0.000002170 -0.81649658
## 31 54 TCAP -0.7520534 0.000002170 -0.81649658
## 32 54 EGLN1 -0.5128686 0.000002170 -0.81649658
## 33 54 SOX9 0.4360159 0.000002170 -0.81649658
## 34 54 ITGB1 -0.3208476 0.000002170 -0.81649658
## 35 54 CHD7 -0.8202826 0.000002170 -0.81649658
## 36 54 HEXIM1 0.4330916 0.000002170 -0.81649658
## 37 54 PKD2 -0.6848571 0.000002170 -0.81649658
## 38 54 NFATC4 0.5794142 0.000002170 -0.81649658
## 39 54 PCSK5 -0.9179595 0.000002170 -0.81649658
## 40 54 ACTC1 -3.4079863 0.000002170 -0.81649658
## 41 54 TGFBR2 0.9984773 0.000002170 -0.81649658
## 42 54 NF1 -0.7011862 0.000002170 -0.81649658
## 43 54 HSPG2 -1.8536889 0.000002170 -0.81649658
## 44 54 SMAD3 0.8885396 0.000002170 -0.81649658
## 45 54 TBX1 1.5705826 0.000002170 -0.81649658
## 46 54 TNNI3 -1.5804001 0.000002170 -0.81649658
## 47 54 CSRP3 -0.9135559 0.000002170 -0.81649658
## 48 54 FOXP1 0.9040130 0.000002170 -0.81649658
## 49 54 KCNJ8 -0.6850658 0.000002170 -0.81649658
## 50 54 PLN -2.0734027 0.000002170 -0.81649658
## 51 54 TSC2 0.4849051 0.000002170 -0.81649658
## 52 54 ATP6V0A1 0.9847533 0.000002170 -0.81649658
## 53 54 TGFBR3 1.2105366 0.000002170 -0.81649658
## 54 54 HDAC9 -1.1153587 0.000002170 -0.81649658
## 55 56 GNA13 0.3711599 0.000010400 -0.80178373
## 56 56 ACVRL1 0.5096903 0.000010400 -0.80178373
## 57 56 NRP1 -1.1412315 0.000010400 -0.80178373
## 58 56 PGF -0.2973380 0.000010400 -0.80178373
## 59 56 IL18 0.8877106 0.000010400 -0.80178373
## 60 56 LEPR 2.6539788 0.000010400 -0.80178373
## 61 56 EDN1 1.3813006 0.000010400 -0.80178373
## 62 56 GJA1 -0.8179480 0.000010400 -0.80178373
## 63 56 FOXO1 0.5687106 0.000010400 -0.80178373
## 64 56 GJA5 -2.4542500 0.000010400 -0.80178373
## 65 56 TGFB2 2.3031748 0.000010400 -0.80178373
## 66 56 WARS -1.1502333 0.000010400 -0.80178373
## 67 56 CERKL 0.8624001 0.000010400 -0.80178373
## 68 56 APOE 0.8698346 0.000010400 -0.80178373
## 69 56 CXCR4 -2.5647537 0.000010400 -0.80178373
## 70 56 ANG 1.7859395 0.000010400 -0.80178373
## 71 56 SEMA3C 5.5156298 0.000010400 -0.80178373
## 72 56 NOS2 -0.7167468 0.000010400 -0.80178373
## 73 56 MKL2 1.1871092 0.000010400 -0.80178373
## 74 56 FGF2 -0.5859693 0.000010400 -0.80178373
## 75 56 RAPGEF1 -0.8695919 0.000010400 -0.80178373
## 76 56 PTPRJ 2.0703827 0.000010400 -0.80178373
## 77 56 RECK 3.6926860 0.000010400 -0.80178373
## 78 56 EFNB2 -1.0007095 0.000010400 -0.80178373
## 79 56 VASH1 -0.6599811 0.000010400 -0.80178373
## 80 56 PNPLA6 0.8906838 0.000010400 -0.80178373
## 81 56 THY1 -0.5538562 0.000010400 -0.80178373
## 82 56 MIB1 -0.2899698 0.000010400 -0.80178373
## 83 56 NUS1 -1.0812477 0.000010400 -0.80178373
## 84 56 FOXC2 -0.8402120 0.000010400 -0.80178373
## 85 56 FOXC1 2.0229256 0.000010400 -0.80178373
## 86 56 CAV1 -0.9567264 0.000010400 -0.80178373
## 87 56 CDH2 1.2832653 0.000010400 -0.80178373
## 88 56 MEIS1 -1.1746472 0.000010400 -0.80178373
## 89 56 WT1 -2.4578951 0.000010400 -0.80178373
## 90 56 CDH5 -0.5147797 0.000010400 -0.80178373
## 91 56 PTK2 -0.6527904 0.000010400 -0.80178373
## 92 56 FBXW8 0.2606359 0.000010400 -0.80178373
## 93 56 CHD7 -0.8202826 0.000010400 -0.80178373
## 94 56 PLCD1 -0.5474868 0.000010400 -0.80178373
## 95 56 PLXND1 -1.4831711 0.000010400 -0.80178373
## 96 56 FIGF 2.5392280 0.000010400 -0.80178373
## 97 56 PPAP2B -2.5228225 0.000010400 -0.80178373
## 98 56 MAP2K1 -0.4628798 0.000010400 -0.80178373
## 99 56 TBX4 1.3234618 0.000010400 -0.80178373
## 100 56 TGFBR2 0.9984773 0.000010400 -0.80178373
## 101 56 NF1 -0.7011862 0.000010400 -0.80178373
## 102 56 TBX1 1.5705826 0.000010400 -0.80178373
## 103 56 TNNI3 -1.5804001 0.000010400 -0.80178373
## 104 56 LAMA4 -1.2846680 0.000010400 -0.80178373
## 105 56 MEOX2 -4.5446336 0.000010400 -0.80178373
## 106 56 ECSCR -1.1219161 0.000010400 -0.80178373
## 107 56 HBEGF 1.1368100 0.000010400 -0.80178373
## 108 56 AMOT 1.0877881 0.000010400 -0.80178373
## 109 56 TGFBR3 1.2105366 0.000010400 -0.80178373
## 110 56 HDAC7 -0.4998784 0.000010400 -0.80178373
## 111 55 GNA13 0.3711599 0.000007620 -0.67419986
## 112 55 ACVRL1 0.5096903 0.000007620 -0.67419986
## 113 55 NRP1 -1.1412315 0.000007620 -0.67419986
## 114 55 PGF -0.2973380 0.000007620 -0.67419986
## 115 55 IL18 0.8877106 0.000007620 -0.67419986
## 116 55 LEPR 2.6539788 0.000007620 -0.67419986
## 117 55 EDN1 1.3813006 0.000007620 -0.67419986
## 118 55 GJA1 -0.8179480 0.000007620 -0.67419986
## 119 55 FOXO1 0.5687106 0.000007620 -0.67419986
## 120 55 GJA5 -2.4542500 0.000007620 -0.67419986
## 121 55 TGFB2 2.3031748 0.000007620 -0.67419986
## 122 55 WARS -1.1502333 0.000007620 -0.67419986
## 123 55 CERKL 0.8624001 0.000007620 -0.67419986
## 124 55 APOE 0.8698346 0.000007620 -0.67419986
## 125 55 CXCR4 -2.5647537 0.000007620 -0.67419986
## 126 55 ANG 1.7859395 0.000007620 -0.67419986
## 127 55 SEMA3C 5.5156298 0.000007620 -0.67419986
## 128 55 NOS2 -0.7167468 0.000007620 -0.67419986
## 129 55 MKL2 1.1871092 0.000007620 -0.67419986
## 130 55 FGF2 -0.5859693 0.000007620 -0.67419986
## 131 55 RAPGEF1 -0.8695919 0.000007620 -0.67419986
## 132 55 PTPRJ 2.0703827 0.000007620 -0.67419986
## 133 55 RECK 3.6926860 0.000007620 -0.67419986
## 134 55 VASH1 -0.6599811 0.000007620 -0.67419986
## 135 55 PNPLA6 0.8906838 0.000007620 -0.67419986
## 136 55 THY1 -0.5538562 0.000007620 -0.67419986
## 137 55 MIB1 -0.2899698 0.000007620 -0.67419986
## 138 55 NUS1 -1.0812477 0.000007620 -0.67419986
## 139 55 FOXC2 -0.8402120 0.000007620 -0.67419986
## 140 55 FOXC1 2.0229256 0.000007620 -0.67419986
## 141 55 CAV1 -0.9567264 0.000007620 -0.67419986
## 142 55 CDH2 1.2832653 0.000007620 -0.67419986
## 143 55 MEIS1 -1.1746472 0.000007620 -0.67419986
## 144 55 WT1 -2.4578951 0.000007620 -0.67419986
## 145 55 CDH5 -0.5147797 0.000007620 -0.67419986
## 146 55 PTK2 -0.6527904 0.000007620 -0.67419986
## 147 55 FBXW8 0.2606359 0.000007620 -0.67419986
## 148 55 CHD7 -0.8202826 0.000007620 -0.67419986
## 149 55 PLCD1 -0.5474868 0.000007620 -0.67419986
## 150 55 PLXND1 -1.4831711 0.000007620 -0.67419986
## 151 55 FIGF 2.5392280 0.000007620 -0.67419986
## 152 55 PPAP2B -2.5228225 0.000007620 -0.67419986
## 153 55 MAP2K1 -0.4628798 0.000007620 -0.67419986
## 154 55 TBX4 1.3234618 0.000007620 -0.67419986
## 155 55 TGFBR2 0.9984773 0.000007620 -0.67419986
## 156 55 NF1 -0.7011862 0.000007620 -0.67419986
## 157 55 TBX1 1.5705826 0.000007620 -0.67419986
## 158 55 TNNI3 -1.5804001 0.000007620 -0.67419986
## 159 55 LAMA4 -1.2846680 0.000007620 -0.67419986
## 160 55 MEOX2 -4.5446336 0.000007620 -0.67419986
## 161 55 ECSCR -1.1219161 0.000007620 -0.67419986
## 162 55 HBEGF 1.1368100 0.000007620 -0.67419986
## 163 55 AMOT 1.0877881 0.000007620 -0.67419986
## 164 55 TGFBR3 1.2105366 0.000007620 -0.67419986
## 165 55 HDAC7 -0.4998784 0.000007620 -0.67419986
## 166 51 DLC1 -0.9707875 0.000119000 -0.14002801
## 167 51 ENAH -0.8317531 0.000119000 -0.14002801
## 168 51 NRP1 -1.1412315 0.000119000 -0.14002801
## 169 51 PGF -0.2973380 0.000119000 -0.14002801
## 170 51 ZIC2 1.5903616 0.000119000 -0.14002801
## 171 51 TGFB2 2.3031748 0.000119000 -0.14002801
## 172 51 CD44 -1.0396956 0.000119000 -0.14002801
## 173 51 ILK -0.6476593 0.000119000 -0.14002801
## 174 51 SEMA3C 5.5156298 0.000119000 -0.14002801
## 175 51 RET 1.1952974 0.000119000 -0.14002801
## 176 51 AR -1.1537604 0.000119000 -0.14002801
## 177 51 RXRA -0.3709072 0.000119000 -0.14002801
## 178 51 VANGL2 0.5220569 0.000119000 -0.14002801
## 179 51 LEF1 4.2312762 0.000119000 -0.14002801
## 180 51 TNNT2 -4.2969393 0.000119000 -0.14002801
## 181 51 HHEX 0.8277356 0.000119000 -0.14002801
## 182 51 MIB1 -0.2899698 0.000119000 -0.14002801
## 183 51 NCOA3 -0.5739101 0.000119000 -0.14002801
## 184 51 FOXC2 -0.8402120 0.000119000 -0.14002801
## 185 51 FOXC1 2.0229256 0.000119000 -0.14002801
## 186 51 TGFB1I1 -0.9829797 0.000119000 -0.14002801
## 187 51 WNT5A 1.2678499 0.000119000 -0.14002801
## 188 51 COBL -0.4528756 0.000119000 -0.14002801
## 189 51 BBS4 0.7917331 0.000119000 -0.14002801
## 190 51 FGFR3 -0.4419298 0.000119000 -0.14002801
## 191 51 TNC -0.4306758 0.000119000 -0.14002801
## 192 51 BMPR2 0.6590347 0.000119000 -0.14002801
## 193 51 CTNND1 -0.4345541 0.000119000 -0.14002801
## 194 51 EGLN1 -0.5128686 0.000119000 -0.14002801
## 195 51 NR3C1 0.3773807 0.000119000 -0.14002801
## 196 51 SOX9 0.4360159 0.000119000 -0.14002801
## 197 51 TCF7L1 -0.8029698 0.000119000 -0.14002801
## 198 51 IGF1R 2.4527727 0.000119000 -0.14002801
## 199 51 FOXQ1 0.9149401 0.000119000 -0.14002801
## 200 51 MACF1 0.6852201 0.000119000 -0.14002801
## 201 51 HOXA5 -0.8397310 0.000119000 -0.14002801
## 202 51 BCL2 -0.8192378 0.000119000 -0.14002801
## 203 51 PLXND1 -1.4831711 0.000119000 -0.14002801
## 204 51 CAR2 1.6099806 0.000119000 -0.14002801
## 205 51 ACTC1 -3.4079863 0.000119000 -0.14002801
## 206 51 TBX4 1.3234618 0.000119000 -0.14002801
## 207 51 SMAD3 0.8885396 0.000119000 -0.14002801
## 208 51 FZD3 1.6364110 0.000119000 -0.14002801
## 209 51 SHANK3 -0.9320666 0.000119000 -0.14002801
## 210 51 FZD6 1.3453589 0.000119000 -0.14002801
## 211 51 HOXB4 -1.1697221 0.000119000 -0.14002801
## 212 51 FREM2 0.8510785 0.000119000 -0.14002801
## 213 51 TSC2 0.4849051 0.000119000 -0.14002801
## 214 51 ZIC5 0.5712473 0.000119000 -0.14002801
## 215 51 TGFBR3 1.2105366 0.000119000 -0.14002801
## 216 51 APAF1 -0.7626912 0.000119000 -0.14002801
## 217 43 GNA13 0.3711599 0.000720000 -0.15249857
## 218 43 CAV1 -0.9567264 0.000720000 -0.15249857
## 219 43 ACVRL1 0.5096903 0.000720000 -0.15249857
## 220 43 NRP1 -1.1412315 0.000720000 -0.15249857
## 221 43 PGF -0.2973380 0.000720000 -0.15249857
## 222 43 IL18 0.8877106 0.000720000 -0.15249857
## 223 43 LEPR 2.6539788 0.000720000 -0.15249857
## 224 43 EDN1 1.3813006 0.000720000 -0.15249857
## 225 43 GJA1 -0.8179480 0.000720000 -0.15249857
## 226 43 CDH2 1.2832653 0.000720000 -0.15249857
## 227 43 MEIS1 -1.1746472 0.000720000 -0.15249857
## 228 43 WT1 -2.4578951 0.000720000 -0.15249857
## 229 43 TGFB2 2.3031748 0.000720000 -0.15249857
## 230 43 WARS -1.1502333 0.000720000 -0.15249857
## 231 43 PTK2 -0.6527904 0.000720000 -0.15249857
## 232 43 CERKL 0.8624001 0.000720000 -0.15249857
## 233 43 APOE 0.8698346 0.000720000 -0.15249857
## 234 43 CXCR4 -2.5647537 0.000720000 -0.15249857
## 235 43 ANG 1.7859395 0.000720000 -0.15249857
## 236 43 SEMA3C 5.5156298 0.000720000 -0.15249857
## 237 43 PLCD1 -0.5474868 0.000720000 -0.15249857
## 238 43 NOS2 -0.7167468 0.000720000 -0.15249857
## 239 43 MKL2 1.1871092 0.000720000 -0.15249857
## 240 43 PLXND1 -1.4831711 0.000720000 -0.15249857
## 241 43 FIGF 2.5392280 0.000720000 -0.15249857
## 242 43 FGF2 -0.5859693 0.000720000 -0.15249857
## 243 43 PTPRJ 2.0703827 0.000720000 -0.15249857
## 244 43 TGFBR2 0.9984773 0.000720000 -0.15249857
## 245 43 TBX4 1.3234618 0.000720000 -0.15249857
## 246 43 NF1 -0.7011862 0.000720000 -0.15249857
## 247 43 TBX1 1.5705826 0.000720000 -0.15249857
## 248 43 TNNI3 -1.5804001 0.000720000 -0.15249857
## 249 43 PNPLA6 0.8906838 0.000720000 -0.15249857
## 250 43 VASH1 -0.6599811 0.000720000 -0.15249857
## 251 43 THY1 -0.5538562 0.000720000 -0.15249857
## 252 43 NUS1 -1.0812477 0.000720000 -0.15249857
## 253 43 MEOX2 -4.5446336 0.000720000 -0.15249857
## 254 43 ECSCR -1.1219161 0.000720000 -0.15249857
## 255 43 AMOT 1.0877881 0.000720000 -0.15249857
## 256 43 HBEGF 1.1368100 0.000720000 -0.15249857
## 257 43 FOXC2 -0.8402120 0.000720000 -0.15249857
## 258 43 FOXC1 2.0229256 0.000720000 -0.15249857
## 259 43 HDAC7 -0.4998784 0.000720000 -0.15249857
## 260 42 CAV1 -0.9567264 0.001171166 0.30860670
## 261 42 XIAP -0.5849276 0.001171166 0.30860670
## 262 42 AGFG1 1.3809748 0.001171166 0.30860670
## 263 42 ADORA2A -1.6248646 0.001171166 0.30860670
## 264 42 TNNC1 -3.5213602 0.001171166 0.30860670
## 265 42 TBC1D9 -0.5675936 0.001171166 0.30860670
## 266 42 LEPR 2.6539788 0.001171166 0.30860670
## 267 42 ABHD5 0.3971589 0.001171166 0.30860670
## 268 42 EDN1 1.3813006 0.001171166 0.30860670
## 269 42 ASAP2 -1.5758740 0.001171166 0.30860670
## 270 42 ASAP3 0.8332254 0.001171166 0.30860670
## 271 42 SMAP1 0.6551348 0.001171166 0.30860670
## 272 42 TBC1D12 0.5555830 0.001171166 0.30860670
## 273 42 ANG 1.7859395 0.001171166 0.30860670
## 274 42 TBC1D14 1.7027601 0.001171166 0.30860670
## 275 42 MTCH1 -0.5451250 0.001171166 0.30860670
## 276 42 TBC1D13 1.3111621 0.001171166 0.30860670
## 277 42 TBC1D4 2.5263297 0.001171166 0.30860670
## 278 42 TBC1D30 0.4040445 0.001171166 0.30860670
## 279 42 DHCR24 0.7846587 0.001171166 0.30860670
## 280 42 HIP1 0.8382696 0.001171166 0.30860670
## 281 42 VAV3 -3.2720604 0.001171166 0.30860670
## 282 42 NOS1 0.4966184 0.001171166 0.30860670
## 283 42 NF1 -0.7011862 0.001171166 0.30860670
## 284 42 MYH6 -1.6087011 0.001171166 0.30860670
## 285 42 RICTOR 0.4855976 0.001171166 0.30860670
## 286 42 TBC1D22A -0.8307036 0.001171166 0.30860670
## 287 42 THY1 -0.5538562 0.001171166 0.30860670
## 288 42 PLCE1 -0.5838718 0.001171166 0.30860670
## 289 42 RNF7 0.3447189 0.001171166 0.30860670
## 290 42 NDEL1 -1.4572172 0.001171166 0.30860670
## 291 42 CHML -0.9730627 0.001171166 0.30860670
## 292 42 IFT57 0.5874246 0.001171166 0.30860670
## 293 42 ACAP2 -0.3690319 0.001171166 0.30860670
## 294 42 TSC2 0.4849051 0.001171166 0.30860670
## 295 42 ERN1 0.7331847 0.001171166 0.30860670
## 296 42 APAF1 -0.7626912 0.001171166 0.30860670
## 297 42 ARAP3 -0.5313069 0.001171166 0.30860670
## 298 42 ARAP2 1.0662260 0.001171166 0.30860670
## 299 42 ARAP1 -0.3623889 0.001171166 0.30860670
## 300 42 HTR2A 0.8223105 0.001171166 0.30860670
## 301 42 F2R -2.1268269 0.001171166 0.30860670
## 302 55 EDN1 1.3813006 0.001218401 -1.21355975
## 303 55 TGFB3 -1.6543120 0.001218401 -1.21355975
## 304 55 TIRAP 1.1891548 0.001218401 -1.21355975
## 305 55 PRDX2 0.4945418 0.001218401 -1.21355975
## 306 55 TLR4 -1.4289149 0.001218401 -1.21355975
## 307 55 PDCD4 0.5736128 0.001218401 -1.21355975
## 308 55 SPRY4 -1.3402904 0.001218401 -1.21355975
## 309 55 PRKAR2B 2.3890438 0.001218401 -1.21355975
## 310 55 MAP3K5 -2.5823383 0.001218401 -1.21355975
## 311 55 NDUFS4 0.5947243 0.001218401 -1.21355975
## 312 55 CERKL 0.8624001 0.001218401 -1.21355975
## 313 55 MDFIC -1.1217362 0.001218401 -1.21355975
## 314 55 IFNG 0.2338462 0.001218401 -1.21355975
## 315 55 GAB1 0.8795894 0.001218401 -1.21355975
## 316 55 SPRED1 -1.0401939 0.001218401 -1.21355975
## 317 55 RAPGEF3 -0.7736624 0.001218401 -1.21355975
## 318 55 CEACAM2 2.2038350 0.001218401 -1.21355975
## 319 55 FGF2 -0.5859693 0.001218401 -1.21355975
## 320 55 LYN -0.7283980 0.001218401 -1.21355975
## 321 55 CCDC88C -0.8672074 0.001218401 -1.21355975
## 322 55 PKIG 0.5947590 0.001218401 -1.21355975
## 323 55 THY1 -0.5538562 0.001218401 -1.21355975
## 324 55 ACVR2A -0.6891467 0.001218401 -1.21355975
## 325 55 PLCE1 -0.5838718 0.001218401 -1.21355975
## 326 55 HIPK3 0.4209051 0.001218401 -1.21355975
## 327 55 CD81 -0.5231352 0.001218401 -1.21355975
## 328 55 ERN1 0.7331847 0.001218401 -1.21355975
## 329 55 NRK -0.6364746 0.001218401 -1.21355975
## 330 55 GADD45A 1.2074545 0.001218401 -1.21355975
## 331 55 CAV1 -0.9567264 0.001218401 -1.21355975
## 332 55 TNF -0.5241138 0.001218401 -1.21355975
## 333 55 FGFR3 -0.4419298 0.001218401 -1.21355975
## 334 55 ADORA2A -1.6248646 0.001218401 -1.21355975
## 335 55 BMPR2 0.6590347 0.001218401 -1.21355975
## 336 55 KIT -1.7946208 0.001218401 -1.21355975
## 337 55 CD24A 0.8402202 0.001218401 -1.21355975
## 338 55 INPP5K 0.7417352 0.001218401 -1.21355975
## 339 55 HEXIM1 0.4330916 0.001218401 -1.21355975
## 340 55 DGKD -1.1848871 0.001218401 -1.21355975
## 341 55 BCL2 -0.8192378 0.001218401 -1.21355975
## 342 55 VAV3 -3.2720604 0.001218401 -1.21355975
## 343 55 MAP2K1 -0.4628798 0.001218401 -1.21355975
## 344 55 HCLS1 -1.7060483 0.001218401 -1.21355975
## 345 55 TGFBR2 0.9984773 0.001218401 -1.21355975
## 346 55 NF1 -0.7011862 0.001218401 -1.21355975
## 347 55 DGKH -0.9312461 0.001218401 -1.21355975
## 348 55 RICTOR 0.4855976 0.001218401 -1.21355975
## 349 55 CDKN1C -0.6908404 0.001218401 -1.21355975
## 350 55 SH3BP5 -0.7996248 0.001218401 -1.21355975
## 351 55 TSC2 0.4849051 0.001218401 -1.21355975
## 352 55 FABP4 -6.0063746 0.001218401 -1.21355975
## 353 55 LRP8 3.3563987 0.001218401 -1.21355975
## 354 55 IGFBP3 -1.5387731 0.001218401 -1.21355975
## 355 55 HTR2A 0.8223105 0.001218401 -1.21355975
## 356 55 F2R -2.1268269 0.001218401 -1.21355975
## 357 109 STK33 0.3537277 0.001260554 -0.47891314
## 358 109 STK38 0.7217430 0.001260554 -0.47891314
## 359 109 TIRAP 1.1891548 0.001260554 -0.47891314
## 360 109 TGFB3 -1.6543120 0.001260554 -0.47891314
## 361 109 PRKG1 1.1116695 0.001260554 -0.47891314
## 362 109 TTN -0.6633600 0.001260554 -0.47891314
## 363 109 C230081A13RIK -0.8663054 0.001260554 -0.47891314
## 364 109 TGFB2 2.3031748 0.001260554 -0.47891314
## 365 109 CTTNBP2 0.4650256 0.001260554 -0.47891314
## 366 109 PRKAR2B 2.3890438 0.001260554 -0.47891314
## 367 109 MAP3K5 -2.5823383 0.001260554 -0.47891314
## 368 109 MDFIC -1.1217362 0.001260554 -0.47891314
## 369 109 MAP3K8 1.1640633 0.001260554 -0.47891314
## 370 109 IFNG 0.2338462 0.001260554 -0.47891314
## 371 109 ILK -0.6476593 0.001260554 -0.47891314
## 372 109 GAB1 0.8795894 0.001260554 -0.47891314
## 373 109 MLKL -1.5119558 0.001260554 -0.47891314
## 374 109 INSR 1.6754155 0.001260554 -0.47891314
## 375 109 RET 1.1952974 0.001260554 -0.47891314
## 376 109 MAP4K3 -0.5015354 0.001260554 -0.47891314
## 377 109 MAP4K4 -0.5546999 0.001260554 -0.47891314
## 378 109 PLCE1 -0.5838718 0.001260554 -0.47891314
## 379 109 PDGFRA -0.5362066 0.001260554 -0.47891314
## 380 109 MAPK9 0.6855507 0.001260554 -0.47891314
## 381 109 WNT5A 1.2678499 0.001260554 -0.47891314
## 382 109 FGFR3 -0.4419298 0.001260554 -0.47891314
## 383 109 STK10 -1.6727581 0.001260554 -0.47891314
## 384 109 BMPR2 0.6590347 0.001260554 -0.47891314
## 385 109 MAP4K2 0.4707371 0.001260554 -0.47891314
## 386 109 CHEK2 -1.7097425 0.001260554 -0.47891314
## 387 109 EPHB4 -0.8022917 0.001260554 -0.47891314
## 388 109 EPHB1 -0.9398894 0.001260554 -0.47891314
## 389 109 PTK2 -0.6527904 0.001260554 -0.47891314
## 390 109 ZAP70 0.9691435 0.001260554 -0.47891314
## 391 109 TEC 0.8492222 0.001260554 -0.47891314
## 392 109 MAP2K1 -0.4628798 0.001260554 -0.47891314
## 393 109 TAOK3 -0.6618190 0.001260554 -0.47891314
## 394 109 TGFBR2 0.9984773 0.001260554 -0.47891314
## 395 109 BMX 1.3892504 0.001260554 -0.47891314
## 396 109 RPS6KL1 -0.5315611 0.001260554 -0.47891314
## 397 109 EPHA7 0.4314310 0.001260554 -0.47891314
## 398 109 ATP6V0E2 0.4783848 0.001260554 -0.47891314
## 399 109 ULK1 0.4108861 0.001260554 -0.47891314
## 400 109 TGFBR3 1.2105366 0.001260554 -0.47891314
## 401 109 GRK4 0.5962996 0.001260554 -0.47891314
## 402 109 TNK1 -0.2801580 0.001260554 -0.47891314
## 403 109 GRK5 -0.7100614 0.001260554 -0.47891314
## 404 109 ABL2 0.5324753 0.001260554 -0.47891314
## 405 109 MYLK -0.4373395 0.001260554 -0.47891314
## 406 109 SRMS 0.3448742 0.001260554 -0.47891314
## 407 109 CDK19 0.4481980 0.001260554 -0.47891314
## 408 109 ATP5E 0.3125334 0.001260554 -0.47891314
## 409 109 ACVRL1 0.5096903 0.001260554 -0.47891314
## 410 109 PRDX2 0.4945418 0.001260554 -0.47891314
## 411 109 FES -0.3553155 0.001260554 -0.47891314
## 412 109 D8ERTD82E -1.2649786 0.001260554 -0.47891314
## 413 109 SLK -0.2902740 0.001260554 -0.47891314
## 414 109 PAK4 0.6483046 0.001260554 -0.47891314
## 415 109 CDK12 -0.6747588 0.001260554 -0.47891314
## 416 109 PAK1 1.3962107 0.001260554 -0.47891314
## 417 109 FGF2 -0.5859693 0.001260554 -0.47891314
## 418 109 ATP5H 0.4540141 0.001260554 -0.47891314
## 419 109 TRPM6 1.6483257 0.001260554 -0.47891314
## 420 109 SGK1 -1.4770505 0.001260554 -0.47891314
## 421 109 ADAM10 0.4370403 0.001260554 -0.47891314
## 422 109 LYN -0.7283980 0.001260554 -0.47891314
## 423 109 LIMK1 0.4970490 0.001260554 -0.47891314
## 424 109 PIK3C2B -2.4683793 0.001260554 -0.47891314
## 425 109 DAPK2 -0.7563133 0.001260554 -0.47891314
## 426 109 PRKCB 2.0486665 0.001260554 -0.47891314
## 427 109 DAPK1 1.6371754 0.001260554 -0.47891314
## 428 109 PRKD1 -1.5052004 0.001260554 -0.47891314
## 429 109 ACVR2A -0.6891467 0.001260554 -0.47891314
## 430 109 PRKD2 -0.7877410 0.001260554 -0.47891314
## 431 109 ATP6V1A 0.6504485 0.001260554 -0.47891314
## 432 109 CCND1 -1.6451473 0.001260554 -0.47891314
## 433 109 MAST2 0.3355945 0.001260554 -0.47891314
## 434 109 HIPK3 0.4209051 0.001260554 -0.47891314
## 435 109 CD81 -0.5231352 0.001260554 -0.47891314
## 436 109 ERN1 0.7331847 0.001260554 -0.47891314
## 437 109 NRK -0.6364746 0.001260554 -0.47891314
## 438 109 MAP3K12 -0.5351272 0.001260554 -0.47891314
## 439 109 FRK -0.6758771 0.001260554 -0.47891314
## 440 109 NDUFB8 0.4313367 0.001260554 -0.47891314
## 441 109 CAMK2G -0.8168753 0.001260554 -0.47891314
## 442 109 KIT -1.7946208 0.001260554 -0.47891314
## 443 109 ATP5G3 0.3349511 0.001260554 -0.47891314
## 444 109 IGF1R 2.4527727 0.001260554 -0.47891314
## 445 109 GNPTAB 0.4735567 0.001260554 -0.47891314
## 446 109 BCL2 -0.8192378 0.001260554 -0.47891314
## 447 109 CAMK2D -0.4617771 0.001260554 -0.47891314
## 448 109 PRKAA2 -0.4506602 0.001260554 -0.47891314
## 449 109 PTPRE -1.3376215 0.001260554 -0.47891314
## 450 109 PTPRA -0.4583124 0.001260554 -0.47891314
## 451 109 NDUFA7 1.1828203 0.001260554 -0.47891314
## 452 109 TRIM28 -0.2401768 0.001260554 -0.47891314
## 453 109 NPR1 -0.8931317 0.001260554 -0.47891314
## 454 109 NPR2 -2.0769596 0.001260554 -0.47891314
## 455 109 TRIM24 -0.4260120 0.001260554 -0.47891314
## 456 109 ICK 0.4702803 0.001260554 -0.47891314
## 457 109 MAPK12 -0.3393402 0.001260554 -0.47891314
## 458 109 RPS6KA1 0.5728985 0.001260554 -0.47891314
## 459 109 RPS6KA2 -1.6764208 0.001260554 -0.47891314
## 460 109 FYN -1.6589775 0.001260554 -0.47891314
## 461 109 GSK3B 0.4631170 0.001260554 -0.47891314
## 462 109 JAK1 -0.8779357 0.001260554 -0.47891314
## 463 109 ATP6V0A1 0.9847533 0.001260554 -0.47891314
## 464 109 IGFBP3 -1.5387731 0.001260554 -0.47891314
## 465 109 F2R -2.1268269 0.001260554 -0.47891314
## 466 99 STK33 0.3537277 0.001494412 -1.30654916
## 467 99 STK38 0.7217430 0.001494412 -1.30654916
## 468 99 TIRAP 1.1891548 0.001494412 -1.30654916
## 469 99 TGFB3 -1.6543120 0.001494412 -1.30654916
## 470 99 TTN -0.6633600 0.001494412 -1.30654916
## 471 99 PRKG1 1.1116695 0.001494412 -1.30654916
## 472 99 C230081A13RIK -0.8663054 0.001494412 -1.30654916
## 473 99 TGFB2 2.3031748 0.001494412 -1.30654916
## 474 99 PRKAR2B 2.3890438 0.001494412 -1.30654916
## 475 99 CTTNBP2 0.4650256 0.001494412 -1.30654916
## 476 99 MAP3K5 -2.5823383 0.001494412 -1.30654916
## 477 99 MDFIC -1.1217362 0.001494412 -1.30654916
## 478 99 MAP3K8 1.1640633 0.001494412 -1.30654916
## 479 99 ILK -0.6476593 0.001494412 -1.30654916
## 480 99 IFNG 0.2338462 0.001494412 -1.30654916
## 481 99 GAB1 0.8795894 0.001494412 -1.30654916
## 482 99 MLKL -1.5119558 0.001494412 -1.30654916
## 483 99 INSR 1.6754155 0.001494412 -1.30654916
## 484 99 RET 1.1952974 0.001494412 -1.30654916
## 485 99 MAP4K3 -0.5015354 0.001494412 -1.30654916
## 486 99 MAP4K4 -0.5546999 0.001494412 -1.30654916
## 487 99 PLCE1 -0.5838718 0.001494412 -1.30654916
## 488 99 PDGFRA -0.5362066 0.001494412 -1.30654916
## 489 99 MAPK9 0.6855507 0.001494412 -1.30654916
## 490 99 WNT5A 1.2678499 0.001494412 -1.30654916
## 491 99 FGFR3 -0.4419298 0.001494412 -1.30654916
## 492 99 STK10 -1.6727581 0.001494412 -1.30654916
## 493 99 BMPR2 0.6590347 0.001494412 -1.30654916
## 494 99 MAP4K2 0.4707371 0.001494412 -1.30654916
## 495 99 CHEK2 -1.7097425 0.001494412 -1.30654916
## 496 99 EPHB4 -0.8022917 0.001494412 -1.30654916
## 497 99 EPHB1 -0.9398894 0.001494412 -1.30654916
## 498 99 PTK2 -0.6527904 0.001494412 -1.30654916
## 499 99 ZAP70 0.9691435 0.001494412 -1.30654916
## 500 99 TEC 0.8492222 0.001494412 -1.30654916
## 501 99 MAP2K1 -0.4628798 0.001494412 -1.30654916
## 502 99 TAOK3 -0.6618190 0.001494412 -1.30654916
## 503 99 TGFBR2 0.9984773 0.001494412 -1.30654916
## 504 99 BMX 1.3892504 0.001494412 -1.30654916
## 505 99 RPS6KL1 -0.5315611 0.001494412 -1.30654916
## 506 99 EPHA7 0.4314310 0.001494412 -1.30654916
## 507 99 ULK1 0.4108861 0.001494412 -1.30654916
## 508 99 TGFBR3 1.2105366 0.001494412 -1.30654916
## 509 99 GRK4 0.5962996 0.001494412 -1.30654916
## 510 99 TNK1 -0.2801580 0.001494412 -1.30654916
## 511 99 GRK5 -0.7100614 0.001494412 -1.30654916
## 512 99 ABL2 0.5324753 0.001494412 -1.30654916
## 513 99 MYLK -0.4373395 0.001494412 -1.30654916
## 514 99 SRMS 0.3448742 0.001494412 -1.30654916
## 515 99 CDK19 0.4481980 0.001494412 -1.30654916
## 516 99 ACVRL1 0.5096903 0.001494412 -1.30654916
## 517 99 PRDX2 0.4945418 0.001494412 -1.30654916
## 518 99 FES -0.3553155 0.001494412 -1.30654916
## 519 99 D8ERTD82E -1.2649786 0.001494412 -1.30654916
## 520 99 SLK -0.2902740 0.001494412 -1.30654916
## 521 99 PAK4 0.6483046 0.001494412 -1.30654916
## 522 99 CDK12 -0.6747588 0.001494412 -1.30654916
## 523 99 PAK1 1.3962107 0.001494412 -1.30654916
## 524 99 FGF2 -0.5859693 0.001494412 -1.30654916
## 525 99 TRPM6 1.6483257 0.001494412 -1.30654916
## 526 99 SGK1 -1.4770505 0.001494412 -1.30654916
## 527 99 ADAM10 0.4370403 0.001494412 -1.30654916
## 528 99 LYN -0.7283980 0.001494412 -1.30654916
## 529 99 LIMK1 0.4970490 0.001494412 -1.30654916
## 530 99 DAPK2 -0.7563133 0.001494412 -1.30654916
## 531 99 PRKCB 2.0486665 0.001494412 -1.30654916
## 532 99 DAPK1 1.6371754 0.001494412 -1.30654916
## 533 99 PRKD1 -1.5052004 0.001494412 -1.30654916
## 534 99 ACVR2A -0.6891467 0.001494412 -1.30654916
## 535 99 PRKD2 -0.7877410 0.001494412 -1.30654916
## 536 99 CCND1 -1.6451473 0.001494412 -1.30654916
## 537 99 MAST2 0.3355945 0.001494412 -1.30654916
## 538 99 HIPK3 0.4209051 0.001494412 -1.30654916
## 539 99 CD81 -0.5231352 0.001494412 -1.30654916
## 540 99 ERN1 0.7331847 0.001494412 -1.30654916
## 541 99 NRK -0.6364746 0.001494412 -1.30654916
## 542 99 MAP3K12 -0.5351272 0.001494412 -1.30654916
## 543 99 FRK -0.6758771 0.001494412 -1.30654916
## 544 99 CAMK2G -0.8168753 0.001494412 -1.30654916
## 545 99 KIT -1.7946208 0.001494412 -1.30654916
## 546 99 IGF1R 2.4527727 0.001494412 -1.30654916
## 547 99 BCL2 -0.8192378 0.001494412 -1.30654916
## 548 99 CAMK2D -0.4617771 0.001494412 -1.30654916
## 549 99 PRKAA2 -0.4506602 0.001494412 -1.30654916
## 550 99 PTPRE -1.3376215 0.001494412 -1.30654916
## 551 99 TRIM28 -0.2401768 0.001494412 -1.30654916
## 552 99 PTPRA -0.4583124 0.001494412 -1.30654916
## 553 99 NPR1 -0.8931317 0.001494412 -1.30654916
## 554 99 NPR2 -2.0769596 0.001494412 -1.30654916
## 555 99 TRIM24 -0.4260120 0.001494412 -1.30654916
## 556 99 ICK 0.4702803 0.001494412 -1.30654916
## 557 99 MAPK12 -0.3393402 0.001494412 -1.30654916
## 558 99 RPS6KA1 0.5728985 0.001494412 -1.30654916
## 559 99 RPS6KA2 -1.6764208 0.001494412 -1.30654916
## 560 99 FYN -1.6589775 0.001494412 -1.30654916
## 561 99 GSK3B 0.4631170 0.001494412 -1.30654916
## 562 99 JAK1 -0.8779357 0.001494412 -1.30654916
## 563 99 IGFBP3 -1.5387731 0.001494412 -1.30654916
## 564 99 F2R -2.1268269 0.001494412 -1.30654916
## 565 36 ATP5E 0.3125334 0.001353085 2.00000000
## 566 36 HPRT 0.6275924 0.001353085 2.00000000
## 567 36 ATP1B2 -1.1594880 0.001353085 2.00000000
## 568 36 ATP10A 4.1988042 0.001353085 2.00000000
## 569 36 ADCY6 -0.7557491 0.001353085 2.00000000
## 570 36 PTH2 -0.2315507 0.001353085 2.00000000
## 571 36 ATP10D 0.7066596 0.001353085 2.00000000
## 572 36 RORA 0.7023584 0.001353085 2.00000000
## 573 36 ATP5G3 0.3349511 0.001353085 2.00000000
## 574 36 ATP2B4 -1.8662842 0.001353085 2.00000000
## 575 36 GUCY1A2 -0.5579338 0.001353085 2.00000000
## 576 36 ATP8B1 -2.1074006 0.001353085 2.00000000
## 577 36 PAPSS1 0.6030723 0.001353085 2.00000000
## 578 36 ENTPD1 0.8515158 0.001353085 2.00000000
## 579 36 IMPDH1 0.7050896 0.001353085 2.00000000
## 580 36 ATP5H 0.4540141 0.001353085 2.00000000
## 581 36 ATP11B 0.8076871 0.001353085 2.00000000
## 582 36 NPR1 -0.8931317 0.001353085 2.00000000
## 583 36 ATP11A 0.5015364 0.001353085 2.00000000
## 584 36 MYH7 -0.4684236 0.001353085 2.00000000
## 585 36 ATP1A1 0.6178691 0.001353085 2.00000000
## 586 36 NPR2 -2.0769596 0.001353085 2.00000000
## 587 36 AMPD3 -1.1400626 0.001353085 2.00000000
## 588 36 ATP13A5 0.3757767 0.001353085 2.00000000
## 589 36 NME5 0.7192744 0.001353085 2.00000000
## 590 36 ATP6V1A 0.6504485 0.001353085 2.00000000
## 591 36 NME3 0.5649069 0.001353085 2.00000000
## 592 36 ATP6V0E2 0.4783848 0.001353085 2.00000000
## 593 36 ATP2C1 0.5672868 0.001353085 2.00000000
## 594 36 ATP9A -1.4010882 0.001353085 2.00000000
## 595 36 ADK 1.7241557 0.001353085 2.00000000
## 596 36 PDE5A 0.8969331 0.001353085 2.00000000
## 597 36 ATP6V0A1 0.9847533 0.001353085 2.00000000
## 598 36 GUCY1B3 -0.7307321 0.001353085 2.00000000
## 599 36 GUK1 0.6872463 0.001353085 2.00000000
## 600 36 ATP8A1 1.3527361 0.001353085 2.00000000
## 601 126 STK33 0.3537277 0.001270203 -0.35634832
## 602 126 STK38 0.7217430 0.001270203 -0.35634832
## 603 126 TGFB3 -1.6543120 0.001270203 -0.35634832
## 604 126 TIRAP 1.1891548 0.001270203 -0.35634832
## 605 126 PRKG1 1.1116695 0.001270203 -0.35634832
## 606 126 TTN -0.6633600 0.001270203 -0.35634832
## 607 126 C230081A13RIK -0.8663054 0.001270203 -0.35634832
## 608 126 TGFB2 2.3031748 0.001270203 -0.35634832
## 609 126 CTTNBP2 0.4650256 0.001270203 -0.35634832
## 610 126 PRKAR2B 2.3890438 0.001270203 -0.35634832
## 611 126 MAP3K5 -2.5823383 0.001270203 -0.35634832
## 612 126 MDFIC -1.1217362 0.001270203 -0.35634832
## 613 126 MAP3K8 1.1640633 0.001270203 -0.35634832
## 614 126 IFNG 0.2338462 0.001270203 -0.35634832
## 615 126 ILK -0.6476593 0.001270203 -0.35634832
## 616 126 GAB1 0.8795894 0.001270203 -0.35634832
## 617 126 MLKL -1.5119558 0.001270203 -0.35634832
## 618 126 INSR 1.6754155 0.001270203 -0.35634832
## 619 126 PTPRJ 2.0703827 0.001270203 -0.35634832
## 620 126 PTPRK -0.5188427 0.001270203 -0.35634832
## 621 126 RET 1.1952974 0.001270203 -0.35634832
## 622 126 MAP4K3 -0.5015354 0.001270203 -0.35634832
## 623 126 MAP4K4 -0.5546999 0.001270203 -0.35634832
## 624 126 PLCE1 -0.5838718 0.001270203 -0.35634832
## 625 126 PDGFRA -0.5362066 0.001270203 -0.35634832
## 626 126 MAPK9 0.6855507 0.001270203 -0.35634832
## 627 126 WNT5A 1.2678499 0.001270203 -0.35634832
## 628 126 FGFR3 -0.4419298 0.001270203 -0.35634832
## 629 126 STK10 -1.6727581 0.001270203 -0.35634832
## 630 126 BMPR2 0.6590347 0.001270203 -0.35634832
## 631 126 MAP4K2 0.4707371 0.001270203 -0.35634832
## 632 126 CHEK2 -1.7097425 0.001270203 -0.35634832
## 633 126 EPHB4 -0.8022917 0.001270203 -0.35634832
## 634 126 EPHB1 -0.9398894 0.001270203 -0.35634832
## 635 126 DUSP18 0.5473194 0.001270203 -0.35634832
## 636 126 PTK2 -0.6527904 0.001270203 -0.35634832
## 637 126 PTPLA -0.6633635 0.001270203 -0.35634832
## 638 126 ZAP70 0.9691435 0.001270203 -0.35634832
## 639 126 TEC 0.8492222 0.001270203 -0.35634832
## 640 126 GPD2 1.8567918 0.001270203 -0.35634832
## 641 126 PTPN9 -0.4899595 0.001270203 -0.35634832
## 642 126 MAP2K1 -0.4628798 0.001270203 -0.35634832
## 643 126 TAOK3 -0.6618190 0.001270203 -0.35634832
## 644 126 TGFBR2 0.9984773 0.001270203 -0.35634832
## 645 126 BMX 1.3892504 0.001270203 -0.35634832
## 646 126 PTPN12 -0.3639878 0.001270203 -0.35634832
## 647 126 RPS6KL1 -0.5315611 0.001270203 -0.35634832
## 648 126 EPHA7 0.4314310 0.001270203 -0.35634832
## 649 126 ATP6V0E2 0.4783848 0.001270203 -0.35634832
## 650 126 ULK1 0.4108861 0.001270203 -0.35634832
## 651 126 TGFBR3 1.2105366 0.001270203 -0.35634832
## 652 126 GRK4 0.5962996 0.001270203 -0.35634832
## 653 126 TNK1 -0.2801580 0.001270203 -0.35634832
## 654 126 GRK5 -0.7100614 0.001270203 -0.35634832
## 655 126 ABL2 0.5324753 0.001270203 -0.35634832
## 656 126 MYLK -0.4373395 0.001270203 -0.35634832
## 657 126 SRMS 0.3448742 0.001270203 -0.35634832
## 658 126 CDK19 0.4481980 0.001270203 -0.35634832
## 659 126 ATP5E 0.3125334 0.001270203 -0.35634832
## 660 126 ACVRL1 0.5096903 0.001270203 -0.35634832
## 661 126 CDC14A 1.5141344 0.001270203 -0.35634832
## 662 126 CDC14B 0.6517828 0.001270203 -0.35634832
## 663 126 PRDX2 0.4945418 0.001270203 -0.35634832
## 664 126 FES -0.3553155 0.001270203 -0.35634832
## 665 126 D8ERTD82E -1.2649786 0.001270203 -0.35634832
## 666 126 SLK -0.2902740 0.001270203 -0.35634832
## 667 126 PAK4 0.6483046 0.001270203 -0.35634832
## 668 126 CDK12 -0.6747588 0.001270203 -0.35634832
## 669 126 PAK1 1.3962107 0.001270203 -0.35634832
## 670 126 ATP5H 0.4540141 0.001270203 -0.35634832
## 671 126 FGF2 -0.5859693 0.001270203 -0.35634832
## 672 126 TRPM6 1.6483257 0.001270203 -0.35634832
## 673 126 SGK1 -1.4770505 0.001270203 -0.35634832
## 674 126 ADAM10 0.4370403 0.001270203 -0.35634832
## 675 126 LYN -0.7283980 0.001270203 -0.35634832
## 676 126 LIMK1 0.4970490 0.001270203 -0.35634832
## 677 126 PIK3C2B -2.4683793 0.001270203 -0.35634832
## 678 126 DAPK2 -0.7563133 0.001270203 -0.35634832
## 679 126 PRKCB 2.0486665 0.001270203 -0.35634832
## 680 126 DAPK1 1.6371754 0.001270203 -0.35634832
## 681 126 PRKD1 -1.5052004 0.001270203 -0.35634832
## 682 126 PRKD2 -0.7877410 0.001270203 -0.35634832
## 683 126 ATP6V1A 0.6504485 0.001270203 -0.35634832
## 684 126 ACVR2A -0.6891467 0.001270203 -0.35634832
## 685 126 CCND1 -1.6451473 0.001270203 -0.35634832
## 686 126 MAST2 0.3355945 0.001270203 -0.35634832
## 687 126 PPM1J -0.8154987 0.001270203 -0.35634832
## 688 126 HIPK3 0.4209051 0.001270203 -0.35634832
## 689 126 CD81 -0.5231352 0.001270203 -0.35634832
## 690 126 ERN1 0.7331847 0.001270203 -0.35634832
## 691 126 PPM1L 0.6600464 0.001270203 -0.35634832
## 692 126 NRK -0.6364746 0.001270203 -0.35634832
## 693 126 MAP3K12 -0.5351272 0.001270203 -0.35634832
## 694 126 FRK -0.6758771 0.001270203 -0.35634832
## 695 126 NDUFB8 0.4313367 0.001270203 -0.35634832
## 696 126 CAMK2G -0.8168753 0.001270203 -0.35634832
## 697 126 KIT -1.7946208 0.001270203 -0.35634832
## 698 126 ATP5G3 0.3349511 0.001270203 -0.35634832
## 699 126 IGF1R 2.4527727 0.001270203 -0.35634832
## 700 126 GNPTAB 0.4735567 0.001270203 -0.35634832
## 701 126 BCL2 -0.8192378 0.001270203 -0.35634832
## 702 126 CAMK2D -0.4617771 0.001270203 -0.35634832
## 703 126 PRKAA2 -0.4506602 0.001270203 -0.35634832
## 704 126 MTMR6 0.6636260 0.001270203 -0.35634832
## 705 126 PPAP2A -1.1172784 0.001270203 -0.35634832
## 706 126 INPP5A -0.8953969 0.001270203 -0.35634832
## 707 126 PTPRD 1.1541986 0.001270203 -0.35634832
## 708 126 NCEH1 1.0271370 0.001270203 -0.35634832
## 709 126 PTPRE -1.3376215 0.001270203 -0.35634832
## 710 126 PTPRA -0.4583124 0.001270203 -0.35634832
## 711 126 TRIM28 -0.2401768 0.001270203 -0.35634832
## 712 126 NDUFA7 1.1828203 0.001270203 -0.35634832
## 713 126 NPR1 -0.8931317 0.001270203 -0.35634832
## 714 126 NPR2 -2.0769596 0.001270203 -0.35634832
## 715 126 TRIM24 -0.4260120 0.001270203 -0.35634832
## 716 126 ICK 0.4702803 0.001270203 -0.35634832
## 717 126 MAPK12 -0.3393402 0.001270203 -0.35634832
## 718 126 PTP4A3 -0.6424650 0.001270203 -0.35634832
## 719 126 RPS6KA1 0.5728985 0.001270203 -0.35634832
## 720 126 FYN -1.6589775 0.001270203 -0.35634832
## 721 126 RPS6KA2 -1.6764208 0.001270203 -0.35634832
## 722 126 GSK3B 0.4631170 0.001270203 -0.35634832
## 723 126 ATP6V0A1 0.9847533 0.001270203 -0.35634832
## 724 126 JAK1 -0.8779357 0.001270203 -0.35634832
## 725 126 IGFBP3 -1.5387731 0.001270203 -0.35634832
## 726 126 F2R -2.1268269 0.001270203 -0.35634832
## 727 126 STK33 0.3537277 0.001270203 -0.35634832
## 728 126 STK38 0.7217430 0.001270203 -0.35634832
## 729 126 TGFB3 -1.6543120 0.001270203 -0.35634832
## 730 126 TIRAP 1.1891548 0.001270203 -0.35634832
## 731 126 PRKG1 1.1116695 0.001270203 -0.35634832
## 732 126 TTN -0.6633600 0.001270203 -0.35634832
## 733 126 C230081A13RIK -0.8663054 0.001270203 -0.35634832
## 734 126 TGFB2 2.3031748 0.001270203 -0.35634832
## 735 126 CTTNBP2 0.4650256 0.001270203 -0.35634832
## 736 126 PRKAR2B 2.3890438 0.001270203 -0.35634832
## 737 126 MAP3K5 -2.5823383 0.001270203 -0.35634832
## 738 126 MDFIC -1.1217362 0.001270203 -0.35634832
## 739 126 MAP3K8 1.1640633 0.001270203 -0.35634832
## 740 126 IFNG 0.2338462 0.001270203 -0.35634832
## 741 126 ILK -0.6476593 0.001270203 -0.35634832
## 742 126 GAB1 0.8795894 0.001270203 -0.35634832
## 743 126 MLKL -1.5119558 0.001270203 -0.35634832
## 744 126 INSR 1.6754155 0.001270203 -0.35634832
## 745 126 PTPRJ 2.0703827 0.001270203 -0.35634832
## 746 126 PTPRK -0.5188427 0.001270203 -0.35634832
## 747 126 RET 1.1952974 0.001270203 -0.35634832
## 748 126 MAP4K3 -0.5015354 0.001270203 -0.35634832
## 749 126 MAP4K4 -0.5546999 0.001270203 -0.35634832
## 750 126 PLCE1 -0.5838718 0.001270203 -0.35634832
## 751 126 PDGFRA -0.5362066 0.001270203 -0.35634832
## 752 126 MAPK9 0.6855507 0.001270203 -0.35634832
## 753 126 WNT5A 1.2678499 0.001270203 -0.35634832
## 754 126 FGFR3 -0.4419298 0.001270203 -0.35634832
## 755 126 STK10 -1.6727581 0.001270203 -0.35634832
## 756 126 BMPR2 0.6590347 0.001270203 -0.35634832
## 757 126 MAP4K2 0.4707371 0.001270203 -0.35634832
## 758 126 CHEK2 -1.7097425 0.001270203 -0.35634832
## 759 126 EPHB4 -0.8022917 0.001270203 -0.35634832
## 760 126 EPHB1 -0.9398894 0.001270203 -0.35634832
## 761 126 DUSP18 0.5473194 0.001270203 -0.35634832
## 762 126 PTK2 -0.6527904 0.001270203 -0.35634832
## 763 126 PTPLA -0.6633635 0.001270203 -0.35634832
## 764 126 ZAP70 0.9691435 0.001270203 -0.35634832
## 765 126 TEC 0.8492222 0.001270203 -0.35634832
## 766 126 GPD2 1.8567918 0.001270203 -0.35634832
## 767 126 PTPN9 -0.4899595 0.001270203 -0.35634832
## 768 126 MAP2K1 -0.4628798 0.001270203 -0.35634832
## 769 126 TAOK3 -0.6618190 0.001270203 -0.35634832
## 770 126 TGFBR2 0.9984773 0.001270203 -0.35634832
## 771 126 BMX 1.3892504 0.001270203 -0.35634832
## 772 126 PTPN12 -0.3639878 0.001270203 -0.35634832
## 773 126 RPS6KL1 -0.5315611 0.001270203 -0.35634832
## 774 126 EPHA7 0.4314310 0.001270203 -0.35634832
## 775 126 ATP6V0E2 0.4783848 0.001270203 -0.35634832
## 776 126 ULK1 0.4108861 0.001270203 -0.35634832
## 777 126 TGFBR3 1.2105366 0.001270203 -0.35634832
## 778 126 GRK4 0.5962996 0.001270203 -0.35634832
## 779 126 TNK1 -0.2801580 0.001270203 -0.35634832
## 780 126 GRK5 -0.7100614 0.001270203 -0.35634832
## 781 126 ABL2 0.5324753 0.001270203 -0.35634832
## 782 126 MYLK -0.4373395 0.001270203 -0.35634832
## 783 126 SRMS 0.3448742 0.001270203 -0.35634832
## 784 126 CDK19 0.4481980 0.001270203 -0.35634832
## 785 126 ATP5E 0.3125334 0.001270203 -0.35634832
## 786 126 ACVRL1 0.5096903 0.001270203 -0.35634832
## 787 126 CDC14A 1.5141344 0.001270203 -0.35634832
## 788 126 CDC14B 0.6517828 0.001270203 -0.35634832
## 789 126 PRDX2 0.4945418 0.001270203 -0.35634832
## 790 126 FES -0.3553155 0.001270203 -0.35634832
## 791 126 D8ERTD82E -1.2649786 0.001270203 -0.35634832
## 792 126 SLK -0.2902740 0.001270203 -0.35634832
## 793 126 PAK4 0.6483046 0.001270203 -0.35634832
## 794 126 CDK12 -0.6747588 0.001270203 -0.35634832
## 795 126 PAK1 1.3962107 0.001270203 -0.35634832
## 796 126 ATP5H 0.4540141 0.001270203 -0.35634832
## 797 126 FGF2 -0.5859693 0.001270203 -0.35634832
## 798 126 TRPM6 1.6483257 0.001270203 -0.35634832
## 799 126 SGK1 -1.4770505 0.001270203 -0.35634832
## 800 126 ADAM10 0.4370403 0.001270203 -0.35634832
## 801 126 LYN -0.7283980 0.001270203 -0.35634832
## 802 126 LIMK1 0.4970490 0.001270203 -0.35634832
## 803 126 PIK3C2B -2.4683793 0.001270203 -0.35634832
## 804 126 DAPK2 -0.7563133 0.001270203 -0.35634832
## 805 126 PRKCB 2.0486665 0.001270203 -0.35634832
## 806 126 DAPK1 1.6371754 0.001270203 -0.35634832
## 807 126 PRKD1 -1.5052004 0.001270203 -0.35634832
## 808 126 PRKD2 -0.7877410 0.001270203 -0.35634832
## 809 126 ATP6V1A 0.6504485 0.001270203 -0.35634832
## 810 126 ACVR2A -0.6891467 0.001270203 -0.35634832
## 811 126 CCND1 -1.6451473 0.001270203 -0.35634832
## 812 126 MAST2 0.3355945 0.001270203 -0.35634832
## 813 126 PPM1J -0.8154987 0.001270203 -0.35634832
## 814 126 HIPK3 0.4209051 0.001270203 -0.35634832
## 815 126 CD81 -0.5231352 0.001270203 -0.35634832
## 816 126 ERN1 0.7331847 0.001270203 -0.35634832
## 817 126 PPM1L 0.6600464 0.001270203 -0.35634832
## 818 126 NRK -0.6364746 0.001270203 -0.35634832
## 819 126 MAP3K12 -0.5351272 0.001270203 -0.35634832
## 820 126 FRK -0.6758771 0.001270203 -0.35634832
## 821 126 NDUFB8 0.4313367 0.001270203 -0.35634832
## 822 126 CAMK2G -0.8168753 0.001270203 -0.35634832
## 823 126 KIT -1.7946208 0.001270203 -0.35634832
## 824 126 ATP5G3 0.3349511 0.001270203 -0.35634832
## 825 126 IGF1R 2.4527727 0.001270203 -0.35634832
## 826 126 GNPTAB 0.4735567 0.001270203 -0.35634832
## 827 126 BCL2 -0.8192378 0.001270203 -0.35634832
## 828 126 CAMK2D -0.4617771 0.001270203 -0.35634832
## 829 126 PRKAA2 -0.4506602 0.001270203 -0.35634832
## 830 126 MTMR6 0.6636260 0.001270203 -0.35634832
## 831 126 PPAP2A -1.1172784 0.001270203 -0.35634832
## 832 126 INPP5A -0.8953969 0.001270203 -0.35634832
## 833 126 PTPRD 1.1541986 0.001270203 -0.35634832
## 834 126 NCEH1 1.0271370 0.001270203 -0.35634832
## 835 126 PTPRE -1.3376215 0.001270203 -0.35634832
## 836 126 PTPRA -0.4583124 0.001270203 -0.35634832
## 837 126 TRIM28 -0.2401768 0.001270203 -0.35634832
## 838 126 NDUFA7 1.1828203 0.001270203 -0.35634832
## 839 126 NPR1 -0.8931317 0.001270203 -0.35634832
## 840 126 NPR2 -2.0769596 0.001270203 -0.35634832
## 841 126 TRIM24 -0.4260120 0.001270203 -0.35634832
## 842 126 ICK 0.4702803 0.001270203 -0.35634832
## 843 126 MAPK12 -0.3393402 0.001270203 -0.35634832
## 844 126 PTP4A3 -0.6424650 0.001270203 -0.35634832
## 845 126 RPS6KA1 0.5728985 0.001270203 -0.35634832
## 846 126 FYN -1.6589775 0.001270203 -0.35634832
## 847 126 RPS6KA2 -1.6764208 0.001270203 -0.35634832
## 848 126 GSK3B 0.4631170 0.001270203 -0.35634832
## 849 126 ATP6V0A1 0.9847533 0.001270203 -0.35634832
## 850 126 JAK1 -0.8779357 0.001270203 -0.35634832
## 851 126 IGFBP3 -1.5387731 0.001270203 -0.35634832
## 852 126 F2R -2.1268269 0.001270203 -0.35634832
## 853 39 AGFG1 1.3809748 0.001252343 -0.48038446
## 854 39 TBC1D9 -0.5675936 0.001252343 -0.48038446
## 855 39 CYTH1 -1.1177472 0.001252343 -0.48038446
## 856 39 ASAP2 -1.5758740 0.001252343 -0.48038446
## 857 39 ITPKB -1.5375458 0.001252343 -0.48038446
## 858 39 CYTH3 0.7799272 0.001252343 -0.48038446
## 859 39 ASAP3 0.8332254 0.001252343 -0.48038446
## 860 39 ITSN1 0.4589041 0.001252343 -0.48038446
## 861 39 TTN -0.6633600 0.001252343 -0.48038446
## 862 39 MCF2L -0.5195414 0.001252343 -0.48038446
## 863 39 PLEKHG3 -0.6694064 0.001252343 -0.48038446
## 864 39 PLEKHG2 -0.6102567 0.001252343 -0.48038446
## 865 39 SMAP1 0.6551348 0.001252343 -0.48038446
## 866 39 TBC1D12 0.5555830 0.001252343 -0.48038446
## 867 39 TIAM1 0.8203766 0.001252343 -0.48038446
## 868 39 RASGRP4 0.4342518 0.001252343 -0.48038446
## 869 39 SOS1 0.6901445 0.001252343 -0.48038446
## 870 39 TBC1D14 1.7027601 0.001252343 -0.48038446
## 871 39 TBC1D13 1.3111621 0.001252343 -0.48038446
## 872 39 TBC1D4 2.5263297 0.001252343 -0.48038446
## 873 39 TBC1D30 0.4040445 0.001252343 -0.48038446
## 874 39 FGD6 0.8087772 0.001252343 -0.48038446
## 875 39 NET1 2.1337566 0.001252343 -0.48038446
## 876 39 VAV3 -3.2720604 0.001252343 -0.48038446
## 877 39 ARHGEF7 -0.9810444 0.001252343 -0.48038446
## 878 39 ARHGEF6 -0.8665290 0.001252343 -0.48038446
## 879 39 NF1 -0.7011862 0.001252343 -0.48038446
## 880 39 ARHGEF15 -1.0022907 0.001252343 -0.48038446
## 881 39 RICTOR 0.4855976 0.001252343 -0.48038446
## 882 39 TBC1D22A -0.8307036 0.001252343 -0.48038446
## 883 39 FARP1 0.4665632 0.001252343 -0.48038446
## 884 39 PLCE1 -0.5838718 0.001252343 -0.48038446
## 885 39 NDEL1 -1.4572172 0.001252343 -0.48038446
## 886 39 RASGRF2 -2.0588121 0.001252343 -0.48038446
## 887 39 ACAP2 -0.3690319 0.001252343 -0.48038446
## 888 39 TNK1 -0.2801580 0.001252343 -0.48038446
## 889 39 ARAP3 -0.5313069 0.001252343 -0.48038446
## 890 39 ARAP2 1.0662260 0.001252343 -0.48038446
## 891 39 ARAP1 -0.3623889 0.001252343 -0.48038446
## 892 19 ACTC1 -3.4079863 0.001203526 -1.60591014
## 893 19 MYL2 -4.4515265 0.001203526 -1.60591014
## 894 19 RXRA -0.3709072 0.001203526 -1.60591014
## 895 19 HSPG2 -1.8536889 0.001203526 -1.60591014
## 896 19 EGLN1 -0.5128686 0.001203526 -1.60591014
## 897 19 MYH6 -1.6087011 0.001203526 -1.60591014
## 898 19 TTN -0.6633600 0.001203526 -1.60591014
## 899 19 ITGB1 -0.3208476 0.001203526 -1.60591014
## 900 19 CSRP3 -0.9135559 0.001203526 -1.60591014
## 901 19 FOXP1 0.9040130 0.001203526 -1.60591014
## 902 19 TGFB2 2.3031748 0.001203526 -1.60591014
## 903 19 TNNT2 -4.2969393 0.001203526 -1.60591014
## 904 19 MURC 1.6012508 0.001203526 -1.60591014
## 905 19 GATA6 -0.8680981 0.001203526 -1.60591014
## 906 19 PLN -2.0734027 0.001203526 -1.60591014
## 907 19 FOXC2 -0.8402120 0.001203526 -1.60591014
## 908 19 TGFBR3 1.2105366 0.001203526 -1.60591014
## 909 19 FOXC1 2.0229256 0.001203526 -1.60591014
## 910 19 MKL2 1.1871092 0.001203526 -1.60591014
## 911 55 EDN1 1.3813006 0.001913479 -1.21355975
## 912 55 TGFB3 -1.6543120 0.001913479 -1.21355975
## 913 55 TIRAP 1.1891548 0.001913479 -1.21355975
## 914 55 PRDX2 0.4945418 0.001913479 -1.21355975
## 915 55 TLR4 -1.4289149 0.001913479 -1.21355975
## 916 55 PDCD4 0.5736128 0.001913479 -1.21355975
## 917 55 SPRY4 -1.3402904 0.001913479 -1.21355975
## 918 55 PRKAR2B 2.3890438 0.001913479 -1.21355975
## 919 55 MAP3K5 -2.5823383 0.001913479 -1.21355975
## 920 55 NDUFS4 0.5947243 0.001913479 -1.21355975
## 921 55 CERKL 0.8624001 0.001913479 -1.21355975
## 922 55 MDFIC -1.1217362 0.001913479 -1.21355975
## 923 55 IFNG 0.2338462 0.001913479 -1.21355975
## 924 55 GAB1 0.8795894 0.001913479 -1.21355975
## 925 55 SPRED1 -1.0401939 0.001913479 -1.21355975
## 926 55 RAPGEF3 -0.7736624 0.001913479 -1.21355975
## 927 55 CEACAM2 2.2038350 0.001913479 -1.21355975
## 928 55 FGF2 -0.5859693 0.001913479 -1.21355975
## 929 55 LYN -0.7283980 0.001913479 -1.21355975
## 930 55 CCDC88C -0.8672074 0.001913479 -1.21355975
## 931 55 PKIG 0.5947590 0.001913479 -1.21355975
## 932 55 THY1 -0.5538562 0.001913479 -1.21355975
## 933 55 ACVR2A -0.6891467 0.001913479 -1.21355975
## 934 55 PLCE1 -0.5838718 0.001913479 -1.21355975
## 935 55 HIPK3 0.4209051 0.001913479 -1.21355975
## 936 55 CD81 -0.5231352 0.001913479 -1.21355975
## 937 55 ERN1 0.7331847 0.001913479 -1.21355975
## 938 55 NRK -0.6364746 0.001913479 -1.21355975
## 939 55 GADD45A 1.2074545 0.001913479 -1.21355975
## 940 55 CAV1 -0.9567264 0.001913479 -1.21355975
## 941 55 TNF -0.5241138 0.001913479 -1.21355975
## 942 55 FGFR3 -0.4419298 0.001913479 -1.21355975
## 943 55 ADORA2A -1.6248646 0.001913479 -1.21355975
## 944 55 BMPR2 0.6590347 0.001913479 -1.21355975
## 945 55 KIT -1.7946208 0.001913479 -1.21355975
## 946 55 CD24A 0.8402202 0.001913479 -1.21355975
## 947 55 INPP5K 0.7417352 0.001913479 -1.21355975
## 948 55 HEXIM1 0.4330916 0.001913479 -1.21355975
## 949 55 DGKD -1.1848871 0.001913479 -1.21355975
## 950 55 BCL2 -0.8192378 0.001913479 -1.21355975
## 951 55 VAV3 -3.2720604 0.001913479 -1.21355975
## 952 55 MAP2K1 -0.4628798 0.001913479 -1.21355975
## 953 55 HCLS1 -1.7060483 0.001913479 -1.21355975
## 954 55 TGFBR2 0.9984773 0.001913479 -1.21355975
## 955 55 NF1 -0.7011862 0.001913479 -1.21355975
## 956 55 DGKH -0.9312461 0.001913479 -1.21355975
## 957 55 RICTOR 0.4855976 0.001913479 -1.21355975
## 958 55 CDKN1C -0.6908404 0.001913479 -1.21355975
## 959 55 SH3BP5 -0.7996248 0.001913479 -1.21355975
## 960 55 TSC2 0.4849051 0.001913479 -1.21355975
## 961 55 FABP4 -6.0063746 0.001913479 -1.21355975
## 962 55 LRP8 3.3563987 0.001913479 -1.21355975
## 963 55 IGFBP3 -1.5387731 0.001913479 -1.21355975
## 964 55 HTR2A 0.8223105 0.001913479 -1.21355975
## 965 55 F2R -2.1268269 0.001913479 -1.21355975
## 966 55 EDN1 1.3813006 0.001913479 -1.21355975
## 967 55 TGFB3 -1.6543120 0.001913479 -1.21355975
## 968 55 TIRAP 1.1891548 0.001913479 -1.21355975
## 969 55 PRDX2 0.4945418 0.001913479 -1.21355975
## 970 55 TLR4 -1.4289149 0.001913479 -1.21355975
## 971 55 PDCD4 0.5736128 0.001913479 -1.21355975
## 972 55 SPRY4 -1.3402904 0.001913479 -1.21355975
## 973 55 PRKAR2B 2.3890438 0.001913479 -1.21355975
## 974 55 MAP3K5 -2.5823383 0.001913479 -1.21355975
## 975 55 NDUFS4 0.5947243 0.001913479 -1.21355975
## 976 55 CERKL 0.8624001 0.001913479 -1.21355975
## 977 55 MDFIC -1.1217362 0.001913479 -1.21355975
## 978 55 IFNG 0.2338462 0.001913479 -1.21355975
## 979 55 GAB1 0.8795894 0.001913479 -1.21355975
## 980 55 SPRED1 -1.0401939 0.001913479 -1.21355975
## 981 55 RAPGEF3 -0.7736624 0.001913479 -1.21355975
## 982 55 CEACAM2 2.2038350 0.001913479 -1.21355975
## 983 55 FGF2 -0.5859693 0.001913479 -1.21355975
## 984 55 LYN -0.7283980 0.001913479 -1.21355975
## 985 55 CCDC88C -0.8672074 0.001913479 -1.21355975
## 986 55 PKIG 0.5947590 0.001913479 -1.21355975
## 987 55 THY1 -0.5538562 0.001913479 -1.21355975
## 988 55 ACVR2A -0.6891467 0.001913479 -1.21355975
## 989 55 PLCE1 -0.5838718 0.001913479 -1.21355975
## 990 55 HIPK3 0.4209051 0.001913479 -1.21355975
## 991 55 CD81 -0.5231352 0.001913479 -1.21355975
## 992 55 ERN1 0.7331847 0.001913479 -1.21355975
## 993 55 NRK -0.6364746 0.001913479 -1.21355975
## 994 55 GADD45A 1.2074545 0.001913479 -1.21355975
## 995 55 CAV1 -0.9567264 0.001913479 -1.21355975
## 996 55 TNF -0.5241138 0.001913479 -1.21355975
## 997 55 FGFR3 -0.4419298 0.001913479 -1.21355975
## 998 55 ADORA2A -1.6248646 0.001913479 -1.21355975
## 999 55 BMPR2 0.6590347 0.001913479 -1.21355975
## 1000 55 KIT -1.7946208 0.001913479 -1.21355975
## 1001 55 CD24A 0.8402202 0.001913479 -1.21355975
## 1002 55 INPP5K 0.7417352 0.001913479 -1.21355975
## 1003 55 HEXIM1 0.4330916 0.001913479 -1.21355975
## 1004 55 DGKD -1.1848871 0.001913479 -1.21355975
## 1005 55 BCL2 -0.8192378 0.001913479 -1.21355975
## 1006 55 VAV3 -3.2720604 0.001913479 -1.21355975
## 1007 55 MAP2K1 -0.4628798 0.001913479 -1.21355975
## 1008 55 HCLS1 -1.7060483 0.001913479 -1.21355975
## 1009 55 TGFBR2 0.9984773 0.001913479 -1.21355975
## 1010 55 NF1 -0.7011862 0.001913479 -1.21355975
## 1011 55 DGKH -0.9312461 0.001913479 -1.21355975
## 1012 55 RICTOR 0.4855976 0.001913479 -1.21355975
## 1013 55 CDKN1C -0.6908404 0.001913479 -1.21355975
## 1014 55 SH3BP5 -0.7996248 0.001913479 -1.21355975
## 1015 55 TSC2 0.4849051 0.001913479 -1.21355975
## 1016 55 FABP4 -6.0063746 0.001913479 -1.21355975
## 1017 55 LRP8 3.3563987 0.001913479 -1.21355975
## 1018 55 IGFBP3 -1.5387731 0.001913479 -1.21355975
## 1019 55 HTR2A 0.8223105 0.001913479 -1.21355975
## 1020 55 F2R -2.1268269 0.001913479 -1.21355975
## 1021 45 AGFG1 1.3809748 0.001866874 -0.74535599
## 1022 45 TBC1D9 -0.5675936 0.001866874 -0.74535599
## 1023 45 CYTH1 -1.1177472 0.001866874 -0.74535599
## 1024 45 ASAP2 -1.5758740 0.001866874 -0.74535599
## 1025 45 ITPKB -1.5375458 0.001866874 -0.74535599
## 1026 45 CYTH3 0.7799272 0.001866874 -0.74535599
## 1027 45 ASAP3 0.8332254 0.001866874 -0.74535599
## 1028 45 ITSN1 0.4589041 0.001866874 -0.74535599
## 1029 45 TTN -0.6633600 0.001866874 -0.74535599
## 1030 45 IQGAP1 0.5964467 0.001866874 -0.74535599
## 1031 45 MCF2L -0.5195414 0.001866874 -0.74535599
## 1032 45 PLEKHG3 -0.6694064 0.001866874 -0.74535599
## 1033 45 PLEKHG2 -0.6102567 0.001866874 -0.74535599
## 1034 45 SMAP1 0.6551348 0.001866874 -0.74535599
## 1035 45 TBC1D12 0.5555830 0.001866874 -0.74535599
## 1036 45 TIAM1 0.8203766 0.001866874 -0.74535599
## 1037 45 RASGRP4 0.4342518 0.001866874 -0.74535599
## 1038 45 SOS1 0.6901445 0.001866874 -0.74535599
## 1039 45 TBC1D14 1.7027601 0.001866874 -0.74535599
## 1040 45 TBC1D13 1.3111621 0.001866874 -0.74535599
## 1041 45 RAPGEF5 -0.9085571 0.001866874 -0.74535599
## 1042 45 TBC1D4 2.5263297 0.001866874 -0.74535599
## 1043 45 RAPGEF3 -0.7736624 0.001866874 -0.74535599
## 1044 45 TBC1D30 0.4040445 0.001866874 -0.74535599
## 1045 45 FGD6 0.8087772 0.001866874 -0.74535599
## 1046 45 RAPGEF1 -0.8695919 0.001866874 -0.74535599
## 1047 45 NET1 2.1337566 0.001866874 -0.74535599
## 1048 45 VAV3 -3.2720604 0.001866874 -0.74535599
## 1049 45 ARHGEF7 -0.9810444 0.001866874 -0.74535599
## 1050 45 ARHGEF6 -0.8665290 0.001866874 -0.74535599
## 1051 45 NF1 -0.7011862 0.001866874 -0.74535599
## 1052 45 ARHGEF15 -1.0022907 0.001866874 -0.74535599
## 1053 45 RICTOR 0.4855976 0.001866874 -0.74535599
## 1054 45 TBC1D22A -0.8307036 0.001866874 -0.74535599
## 1055 45 FARP1 0.4665632 0.001866874 -0.74535599
## 1056 45 RALGAPA2 -0.9383071 0.001866874 -0.74535599
## 1057 45 PLCE1 -0.5838718 0.001866874 -0.74535599
## 1058 45 NDEL1 -1.4572172 0.001866874 -0.74535599
## 1059 45 RASGRF2 -2.0588121 0.001866874 -0.74535599
## 1060 45 ACAP2 -0.3690319 0.001866874 -0.74535599
## 1061 45 TSC2 0.4849051 0.001866874 -0.74535599
## 1062 45 TNK1 -0.2801580 0.001866874 -0.74535599
## 1063 45 ARAP3 -0.5313069 0.001866874 -0.74535599
## 1064 45 ARAP2 1.0662260 0.001866874 -0.74535599
## 1065 45 ARAP1 -0.3623889 0.001866874 -0.74535599
## 1066 37 DLC1 -0.9707875 0.002050367 -0.49319696
## 1067 37 WNT5A 1.2678499 0.002050367 -0.49319696
## 1068 37 COBL -0.4528756 0.002050367 -0.49319696
## 1069 37 BBS4 0.7917331 0.002050367 -0.49319696
## 1070 37 ENAH -0.8317531 0.002050367 -0.49319696
## 1071 37 NRP1 -1.1412315 0.002050367 -0.49319696
## 1072 37 FGFR3 -0.4419298 0.002050367 -0.49319696
## 1073 37 PGF -0.2973380 0.002050367 -0.49319696
## 1074 37 TNC -0.4306758 0.002050367 -0.49319696
## 1075 37 CTNND1 -0.4345541 0.002050367 -0.49319696
## 1076 37 NR3C1 0.3773807 0.002050367 -0.49319696
## 1077 37 SOX9 0.4360159 0.002050367 -0.49319696
## 1078 37 ZIC2 1.5903616 0.002050367 -0.49319696
## 1079 37 IGF1R 2.4527727 0.002050367 -0.49319696
## 1080 37 CD44 -1.0396956 0.002050367 -0.49319696
## 1081 37 HOXA5 -0.8397310 0.002050367 -0.49319696
## 1082 37 BCL2 -0.8192378 0.002050367 -0.49319696
## 1083 37 ILK -0.6476593 0.002050367 -0.49319696
## 1084 37 SEMA3C 5.5156298 0.002050367 -0.49319696
## 1085 37 PLXND1 -1.4831711 0.002050367 -0.49319696
## 1086 37 CAR2 1.6099806 0.002050367 -0.49319696
## 1087 37 RET 1.1952974 0.002050367 -0.49319696
## 1088 37 AR -1.1537604 0.002050367 -0.49319696
## 1089 37 VANGL2 0.5220569 0.002050367 -0.49319696
## 1090 37 TBX4 1.3234618 0.002050367 -0.49319696
## 1091 37 FZD3 1.6364110 0.002050367 -0.49319696
## 1092 37 SHANK3 -0.9320666 0.002050367 -0.49319696
## 1093 37 FZD6 1.3453589 0.002050367 -0.49319696
## 1094 37 HOXB4 -1.1697221 0.002050367 -0.49319696
## 1095 37 MIB1 -0.2899698 0.002050367 -0.49319696
## 1096 37 HHEX 0.8277356 0.002050367 -0.49319696
## 1097 37 NCOA3 -0.5739101 0.002050367 -0.49319696
## 1098 37 FREM2 0.8510785 0.002050367 -0.49319696
## 1099 37 ZIC5 0.5712473 0.002050367 -0.49319696
## 1100 37 TSC2 0.4849051 0.002050367 -0.49319696
## 1101 37 APAF1 -0.7626912 0.002050367 -0.49319696
## 1102 37 TGFB1I1 -0.9829797 0.002050367 -0.49319696
## 1103 47 MORF4L1 0.3340356 0.002729180 0.14586499
## 1104 47 WNT5A 1.2678499 0.002729180 0.14586499
## 1105 47 PPARD 0.6858954 0.002729180 0.14586499
## 1106 47 TNF -0.5241138 0.002729180 0.14586499
## 1107 47 HPRT 0.6275924 0.002729180 0.14586499
## 1108 47 PGF -0.2973380 0.002729180 0.14586499
## 1109 47 ELF4 -1.1520835 0.002729180 0.14586499
## 1110 47 PRDX2 0.4945418 0.002729180 0.14586499
## 1111 47 KIT -1.7946208 0.002729180 0.14586499
## 1112 47 SOX9 0.4360159 0.002729180 0.14586499
## 1113 47 NAA35 0.5983877 0.002729180 0.14586499
## 1114 47 TGFB2 2.3031748 0.002729180 0.14586499
## 1115 47 ASAH2 -1.4975050 0.002729180 0.14586499
## 1116 47 PRKAR2B 2.3890438 0.002729180 0.14586499
## 1117 47 RASGRP4 0.4342518 0.002729180 0.14586499
## 1118 47 CXCR4 -2.5647537 0.002729180 0.14586499
## 1119 47 COL4A3BP 1.3971175 0.002729180 0.14586499
## 1120 47 BCL2 -0.8192378 0.002729180 0.14586499
## 1121 47 NUMB -0.8725376 0.002729180 0.14586499
## 1122 47 COL8A1 -1.2164318 0.002729180 0.14586499
## 1123 47 FIGF 2.5392280 0.002729180 0.14586499
## 1124 47 IMPDH1 0.7050896 0.002729180 0.14586499
## 1125 47 ERCC1 -1.0738176 0.002729180 0.14586499
## 1126 47 ACSL6 0.3600899 0.002729180 0.14586499
## 1127 47 KLK8 -0.8917271 0.002729180 0.14586499
## 1128 47 MKI67 -0.9367946 0.002729180 0.14586499
## 1129 47 MAP2K1 -0.4628798 0.002729180 0.14586499
## 1130 47 IFLTD1 1.1248690 0.002729180 0.14586499
## 1131 47 RXRA -0.3709072 0.002729180 0.14586499
## 1132 47 SRA1 0.5567935 0.002729180 0.14586499
## 1133 47 ALMS1 0.5198716 0.002729180 0.14586499
## 1134 47 TBX1 1.5705826 0.002729180 0.14586499
## 1135 47 PARK7 0.6154578 0.002729180 0.14586499
## 1136 47 TACC2 -0.7724021 0.002729180 0.14586499
## 1137 47 HOXB4 -1.1697221 0.002729180 0.14586499
## 1138 47 ACVR2A -0.6891467 0.002729180 0.14586499
## 1139 47 HHEX 0.8277356 0.002729180 0.14586499
## 1140 47 IFNAR2 1.0208988 0.002729180 0.14586499
## 1141 47 CCND1 -1.6451473 0.002729180 0.14586499
## 1142 47 NDEL1 -1.4572172 0.002729180 0.14586499
## 1143 47 UHRF2 -0.5309022 0.002729180 0.14586499
## 1144 47 FYN -1.6589775 0.002729180 0.14586499
## 1145 47 GSK3B 0.4631170 0.002729180 0.14586499
## 1146 47 TGFBR3 1.2105366 0.002729180 0.14586499
## 1147 47 FOXC2 -0.8402120 0.002729180 0.14586499
## 1148 47 FOXC1 2.0229256 0.002729180 0.14586499
## 1149 47 MDM4 -0.5209411 0.002729180 0.14586499
## 1150 84 DLC1 -0.9707875 0.003188633 -1.30930734
## 1151 84 EDN3 1.7639457 0.003188633 -1.30930734
## 1152 84 PPARD 0.6858954 0.003188633 -1.30930734
## 1153 84 PTGS2 3.0743014 0.003188633 -1.30930734
## 1154 84 MARCKSL1 -1.0333719 0.003188633 -1.30930734
## 1155 84 E2F7 -0.5010296 0.003188633 -1.30930734
## 1156 84 IL18 0.8877106 0.003188633 -1.30930734
## 1157 84 PTGS1 -1.0167608 0.003188633 -1.30930734
## 1158 84 PPARG -3.6760365 0.003188633 -1.30930734
## 1159 84 EDN1 1.3813006 0.003188633 -1.30930734
## 1160 84 TGFB3 -1.6543120 0.003188633 -1.30930734
## 1161 84 FOXO1 0.5687106 0.003188633 -1.30930734
## 1162 84 TLR4 -1.4289149 0.003188633 -1.30930734
## 1163 84 PAWR -1.3423915 0.003188633 -1.30930734
## 1164 84 SKAP2 -0.9585752 0.003188633 -1.30930734
## 1165 84 TGFB2 2.3031748 0.003188633 -1.30930734
## 1166 84 H19 -1.4869933 0.003188633 -1.30930734
## 1167 84 FANCL 0.5075722 0.003188633 -1.30930734
## 1168 84 CTTNBP2 0.4650256 0.003188633 -1.30930734
## 1169 84 CDKN2B 0.9001352 0.003188633 -1.30930734
## 1170 84 PTGES 1.1106779 0.003188633 -1.30930734
## 1171 84 ANG 1.7859395 0.003188633 -1.30930734
## 1172 84 CHST11 0.4878666 0.003188633 -1.30930734
## 1173 84 ILK -0.6476593 0.003188633 -1.30930734
## 1174 84 IFNG 0.2338462 0.003188633 -1.30930734
## 1175 84 NOS2 -0.7167468 0.003188633 -1.30930734
## 1176 84 ASPH -1.0012558 0.003188633 -1.30930734
## 1177 84 FGF2 -0.5859693 0.003188633 -1.30930734
## 1178 84 FGF3 0.1964655 0.003188633 -1.30930734
## 1179 84 AGPAT1 0.7000593 0.003188633 -1.30930734
## 1180 84 AR -1.1537604 0.003188633 -1.30930734
## 1181 84 LYN -0.7283980 0.003188633 -1.30930734
## 1182 84 EFNB1 -1.2760004 0.003188633 -1.30930734
## 1183 84 MBD2 -0.4019016 0.003188633 -1.30930734
## 1184 84 VASH1 -0.6599811 0.003188633 -1.30930734
## 1185 84 MYCN -0.5404670 0.003188633 -1.30930734
## 1186 84 TNS3 -0.3539310 0.003188633 -1.30930734
## 1187 84 CD38 -1.4982516 0.003188633 -1.30930734
## 1188 84 HHEX 0.8277356 0.003188633 -1.30930734
## 1189 84 CCND2 -1.3528372 0.003188633 -1.30930734
## 1190 84 GRN -0.5220210 0.003188633 -1.30930734
## 1191 84 CD81 -0.5231352 0.003188633 -1.30930734
## 1192 84 MDM4 -0.5209411 0.003188633 -1.30930734
## 1193 84 SMARCA2 0.6933511 0.003188633 -1.30930734
## 1194 84 WNT5A 1.2678499 0.003188633 -1.30930734
## 1195 84 CAV1 -0.9567264 0.003188633 -1.30930734
## 1196 84 FGFR3 -0.4419298 0.003188633 -1.30930734
## 1197 84 TNF -0.5241138 0.003188633 -1.30930734
## 1198 84 ADORA2A -1.6248646 0.003188633 -1.30930734
## 1199 84 KIT -1.7946208 0.003188633 -1.30930734
## 1200 84 TIMP2 -1.4731891 0.003188633 -1.30930734
## 1201 84 SOX9 0.4360159 0.003188633 -1.30930734
## 1202 84 ITGB1 -0.3208476 0.003188633 -1.30930734
## 1203 84 CD24A 0.8402202 0.003188633 -1.30930734
## 1204 84 FTH1 0.2544095 0.003188633 -1.30930734
## 1205 84 CDH5 -0.5147797 0.003188633 -1.30930734
## 1206 84 PRL2C3 -1.7891221 0.003188633 -1.30930734
## 1207 84 CD9 -0.7653465 0.003188633 -1.30930734
## 1208 84 BCL2 -0.8192378 0.003188633 -1.30930734
## 1209 84 ZAP70 0.9691435 0.003188633 -1.30930734
## 1210 84 PLCD1 -0.5474868 0.003188633 -1.30930734
## 1211 84 AXIN2 2.2609655 0.003188633 -1.30930734
## 1212 84 FIGF 2.5392280 0.003188633 -1.30930734
## 1213 84 FGFBP1 0.2823305 0.003188633 -1.30930734
## 1214 84 DPT -3.2040615 0.003188633 -1.30930734
## 1215 84 TCF7 1.4753181 0.003188633 -1.30930734
## 1216 84 HCLS1 -1.7060483 0.003188633 -1.30930734
## 1217 84 NF1 -0.7011862 0.003188633 -1.30930734
## 1218 84 TGFBR2 0.9984773 0.003188633 -1.30930734
## 1219 84 NDFIP1 0.4020166 0.003188633 -1.30930734
## 1220 84 SMAD3 0.8885396 0.003188633 -1.30930734
## 1221 84 TRIM24 -0.4260120 0.003188633 -1.30930734
## 1222 84 IDO1 -0.5535398 0.003188633 -1.30930734
## 1223 84 FOXP1 0.9040130 0.003188633 -1.30930734
## 1224 84 CBLB -1.0784070 0.003188633 -1.30930734
## 1225 84 PLA2G4A 3.0518281 0.003188633 -1.30930734
## 1226 84 TSC2 0.4849051 0.003188633 -1.30930734
## 1227 84 TGFBR3 1.2105366 0.003188633 -1.30930734
## 1228 84 FABP4 -6.0063746 0.003188633 -1.30930734
## 1229 84 HBEGF 1.1368100 0.003188633 -1.30930734
## 1230 84 NR5A2 -0.7327046 0.003188633 -1.30930734
## 1231 84 IGFBP3 -1.5387731 0.003188633 -1.30930734
## 1232 84 F2R -2.1268269 0.003188633 -1.30930734
## 1233 84 HTR2A 0.8223105 0.003188633 -1.30930734
## 1234 40 CAV1 -0.9567264 0.003275992 -0.63245553
## 1235 40 ADORA2A -1.6248646 0.003275992 -0.63245553
## 1236 40 EDN1 1.3813006 0.003275992 -0.63245553
## 1237 40 TGFB3 -1.6543120 0.003275992 -0.63245553
## 1238 40 TIRAP 1.1891548 0.003275992 -0.63245553
## 1239 40 PRDX2 0.4945418 0.003275992 -0.63245553
## 1240 40 TLR4 -1.4289149 0.003275992 -0.63245553
## 1241 40 KIT -1.7946208 0.003275992 -0.63245553
## 1242 40 PDCD4 0.5736128 0.003275992 -0.63245553
## 1243 40 CD24A 0.8402202 0.003275992 -0.63245553
## 1244 40 SPRY4 -1.3402904 0.003275992 -0.63245553
## 1245 40 MAP3K5 -2.5823383 0.003275992 -0.63245553
## 1246 40 SERINC5 0.5369720 0.003275992 -0.63245553
## 1247 40 CERKL 0.8624001 0.003275992 -0.63245553
## 1248 40 DGKD -1.1848871 0.003275992 -0.63245553
## 1249 40 MDFIC -1.1217362 0.003275992 -0.63245553
## 1250 40 HEXIM1 0.4330916 0.003275992 -0.63245553
## 1251 40 GAB1 0.8795894 0.003275992 -0.63245553
## 1252 40 SPRED1 -1.0401939 0.003275992 -0.63245553
## 1253 40 FGF2 -0.5859693 0.003275992 -0.63245553
## 1254 40 CEACAM2 2.2038350 0.003275992 -0.63245553
## 1255 40 VAV3 -3.2720604 0.003275992 -0.63245553
## 1256 40 MAP2K1 -0.4628798 0.003275992 -0.63245553
## 1257 40 PKIG 0.5947590 0.003275992 -0.63245553
## 1258 40 NF1 -0.7011862 0.003275992 -0.63245553
## 1259 40 TGFBR2 0.9984773 0.003275992 -0.63245553
## 1260 40 DGKH -0.9312461 0.003275992 -0.63245553
## 1261 40 THY1 -0.5538562 0.003275992 -0.63245553
## 1262 40 SH3BP5 -0.7996248 0.003275992 -0.63245553
## 1263 40 PLCE1 -0.5838718 0.003275992 -0.63245553
## 1264 40 HIPK3 0.4209051 0.003275992 -0.63245553
## 1265 40 CD81 -0.5231352 0.003275992 -0.63245553
## 1266 40 TSC2 0.4849051 0.003275992 -0.63245553
## 1267 40 ERN1 0.7331847 0.003275992 -0.63245553
## 1268 40 FABP4 -6.0063746 0.003275992 -0.63245553
## 1269 40 NRK -0.6364746 0.003275992 -0.63245553
## 1270 40 LRP8 3.3563987 0.003275992 -0.63245553
## 1271 40 GADD45A 1.2074545 0.003275992 -0.63245553
## 1272 40 F2R -2.1268269 0.003275992 -0.63245553
## 1273 40 HTR2A 0.8223105 0.003275992 -0.63245553
## 1274 39 CAV1 -0.9567264 0.003148504 -0.80064077
## 1275 39 ADORA2A -1.6248646 0.003148504 -0.80064077
## 1276 39 EDN1 1.3813006 0.003148504 -0.80064077
## 1277 39 TGFB3 -1.6543120 0.003148504 -0.80064077
## 1278 39 TIRAP 1.1891548 0.003148504 -0.80064077
## 1279 39 PRDX2 0.4945418 0.003148504 -0.80064077
## 1280 39 TLR4 -1.4289149 0.003148504 -0.80064077
## 1281 39 KIT -1.7946208 0.003148504 -0.80064077
## 1282 39 PDCD4 0.5736128 0.003148504 -0.80064077
## 1283 39 CD24A 0.8402202 0.003148504 -0.80064077
## 1284 39 SPRY4 -1.3402904 0.003148504 -0.80064077
## 1285 39 MAP3K5 -2.5823383 0.003148504 -0.80064077
## 1286 39 CERKL 0.8624001 0.003148504 -0.80064077
## 1287 39 DGKD -1.1848871 0.003148504 -0.80064077
## 1288 39 MDFIC -1.1217362 0.003148504 -0.80064077
## 1289 39 HEXIM1 0.4330916 0.003148504 -0.80064077
## 1290 39 GAB1 0.8795894 0.003148504 -0.80064077
## 1291 39 SPRED1 -1.0401939 0.003148504 -0.80064077
## 1292 39 FGF2 -0.5859693 0.003148504 -0.80064077
## 1293 39 CEACAM2 2.2038350 0.003148504 -0.80064077
## 1294 39 VAV3 -3.2720604 0.003148504 -0.80064077
## 1295 39 MAP2K1 -0.4628798 0.003148504 -0.80064077
## 1296 39 PKIG 0.5947590 0.003148504 -0.80064077
## 1297 39 NF1 -0.7011862 0.003148504 -0.80064077
## 1298 39 TGFBR2 0.9984773 0.003148504 -0.80064077
## 1299 39 DGKH -0.9312461 0.003148504 -0.80064077
## 1300 39 THY1 -0.5538562 0.003148504 -0.80064077
## 1301 39 SH3BP5 -0.7996248 0.003148504 -0.80064077
## 1302 39 PLCE1 -0.5838718 0.003148504 -0.80064077
## 1303 39 HIPK3 0.4209051 0.003148504 -0.80064077
## 1304 39 CD81 -0.5231352 0.003148504 -0.80064077
## 1305 39 TSC2 0.4849051 0.003148504 -0.80064077
## 1306 39 ERN1 0.7331847 0.003148504 -0.80064077
## 1307 39 FABP4 -6.0063746 0.003148504 -0.80064077
## 1308 39 NRK -0.6364746 0.003148504 -0.80064077
## 1309 39 LRP8 3.3563987 0.003148504 -0.80064077
## 1310 39 GADD45A 1.2074545 0.003148504 -0.80064077
## 1311 39 F2R -2.1268269 0.003148504 -0.80064077
## 1312 39 HTR2A 0.8223105 0.003148504 -0.80064077
## 1313 27 EDN3 1.7639457 0.003110982 0.19245009
## 1314 27 CAV1 -0.9567264 0.003110982 0.19245009
## 1315 27 PTGS2 3.0743014 0.003110982 0.19245009
## 1316 27 MYL2 -4.4515265 0.003110982 0.19245009
## 1317 27 ADORA2A -1.6248646 0.003110982 0.19245009
## 1318 27 PTGS1 -1.0167608 0.003110982 0.19245009
## 1319 27 EDN1 1.3813006 0.003110982 0.19245009
## 1320 27 G6PDX 0.7531315 0.003110982 0.19245009
## 1321 27 ADH5 0.5465136 0.003110982 0.19245009
## 1322 27 BMPR2 0.6590347 0.003110982 0.19245009
## 1323 27 GCLM 0.6004267 0.003110982 0.19245009
## 1324 27 EDNRB -3.1025597 0.003110982 0.19245009
## 1325 27 CTTNBP2 0.4650256 0.003110982 0.19245009
## 1326 27 CHD7 -0.8202826 0.003110982 0.19245009
## 1327 27 APOE 0.8698346 0.003110982 0.19245009
## 1328 27 CAMK2D -0.4617771 0.003110982 0.19245009
## 1329 27 NOS1 0.4966184 0.003110982 0.19245009
## 1330 27 NPR1 -0.8931317 0.003110982 0.19245009
## 1331 27 ATP1A1 0.6178691 0.003110982 0.19245009
## 1332 27 MYH6 -1.6087011 0.003110982 0.19245009
## 1333 27 TNNI3 -1.5804001 0.003110982 0.19245009
## 1334 27 F5 1.0342927 0.003110982 0.19245009
## 1335 27 NTS -1.3294272 0.003110982 0.19245009
## 1336 27 KCNJ8 -0.6850658 0.003110982 0.19245009
## 1337 27 PDE5A 0.8969331 0.003110982 0.19245009
## 1338 27 FOXC2 -0.8402120 0.003110982 0.19245009
## 1339 27 FOXC1 2.0229256 0.003110982 0.19245009
## 1340 27 EDN3 1.7639457 0.003110982 0.19245009
## 1341 27 CAV1 -0.9567264 0.003110982 0.19245009
## 1342 27 PTGS2 3.0743014 0.003110982 0.19245009
## 1343 27 MYL2 -4.4515265 0.003110982 0.19245009
## 1344 27 ADORA2A -1.6248646 0.003110982 0.19245009
## 1345 27 PTGS1 -1.0167608 0.003110982 0.19245009
## 1346 27 EDN1 1.3813006 0.003110982 0.19245009
## 1347 27 G6PDX 0.7531315 0.003110982 0.19245009
## 1348 27 ADH5 0.5465136 0.003110982 0.19245009
## 1349 27 BMPR2 0.6590347 0.003110982 0.19245009
## 1350 27 GCLM 0.6004267 0.003110982 0.19245009
## 1351 27 EDNRB -3.1025597 0.003110982 0.19245009
## 1352 27 CTTNBP2 0.4650256 0.003110982 0.19245009
## 1353 27 CHD7 -0.8202826 0.003110982 0.19245009
## 1354 27 APOE 0.8698346 0.003110982 0.19245009
## 1355 27 CAMK2D -0.4617771 0.003110982 0.19245009
## 1356 27 NOS1 0.4966184 0.003110982 0.19245009
## 1357 27 NPR1 -0.8931317 0.003110982 0.19245009
## 1358 27 ATP1A1 0.6178691 0.003110982 0.19245009
## 1359 27 MYH6 -1.6087011 0.003110982 0.19245009
## 1360 27 TNNI3 -1.5804001 0.003110982 0.19245009
## 1361 27 F5 1.0342927 0.003110982 0.19245009
## 1362 27 NTS -1.3294272 0.003110982 0.19245009
## 1363 27 KCNJ8 -0.6850658 0.003110982 0.19245009
## 1364 27 PDE5A 0.8969331 0.003110982 0.19245009
## 1365 27 FOXC2 -0.8402120 0.003110982 0.19245009
## 1366 27 FOXC1 2.0229256 0.003110982 0.19245009
## 1367 50 SCHIP1 -0.9067536 0.003126833 0.56568542
## 1368 50 ACVRL1 0.5096903 0.003126833 0.56568542
## 1369 50 NRP1 -1.1412315 0.003126833 0.56568542
## 1370 50 LTBP1 -1.7956945 0.003126833 0.56568542
## 1371 50 TGFB3 -1.6543120 0.003126833 0.56568542
## 1372 50 FOXO1 0.5687106 0.003126833 0.56568542
## 1373 50 TGFB2 2.3031748 0.003126833 0.56568542
## 1374 50 TIAM1 0.8203766 0.003126833 0.56568542
## 1375 50 GAB1 0.8795894 0.003126833 0.56568542
## 1376 50 PAK1 1.3962107 0.003126833 0.56568542
## 1377 50 INSR 1.6754155 0.003126833 0.56568542
## 1378 50 RAPGEF1 -0.8695919 0.003126833 0.56568542
## 1379 50 FGF2 -0.5859693 0.003126833 0.56568542
## 1380 50 FGF3 0.1964655 0.003126833 0.56568542
## 1381 50 ADAM9 -0.4837100 0.003126833 0.56568542
## 1382 50 GNG7 0.5588479 0.003126833 0.56568542
## 1383 50 RET 1.1952974 0.003126833 0.56568542
## 1384 50 FLNA -0.6730172 0.003126833 0.56568542
## 1385 50 ACVR2A -0.6891467 0.003126833 0.56568542
## 1386 50 DOK4 -0.7964436 0.003126833 0.56568542
## 1387 50 PDGFRA -0.5362066 0.003126833 0.56568542
## 1388 50 FOXC2 -0.8402120 0.003126833 0.56568542
## 1389 50 PPM1L 0.6600464 0.003126833 0.56568542
## 1390 50 FOXC1 2.0229256 0.003126833 0.56568542
## 1391 50 FGFR3 -0.4419298 0.003126833 0.56568542
## 1392 50 FUT8 1.2998120 0.003126833 0.56568542
## 1393 50 BMPR2 0.6590347 0.003126833 0.56568542
## 1394 50 KIT -1.7946208 0.003126833 0.56568542
## 1395 50 EPHB4 -0.8022917 0.003126833 0.56568542
## 1396 50 EPHB1 -0.9398894 0.003126833 0.56568542
## 1397 50 IGF1R 2.4527727 0.003126833 0.56568542
## 1398 50 PTK2 -0.6527904 0.003126833 0.56568542
## 1399 50 SOS1 0.6901445 0.003126833 0.56568542
## 1400 50 AGRN 0.9924072 0.003126833 0.56568542
## 1401 50 FIGF 2.5392280 0.003126833 0.56568542
## 1402 50 TXNIP -1.0032635 0.003126833 0.56568542
## 1403 50 PLAT 1.6281646 0.003126833 0.56568542
## 1404 50 PTPRE -1.3376215 0.003126833 0.56568542
## 1405 50 TGFBR2 0.9984773 0.003126833 0.56568542
## 1406 50 PTPRA -0.4583124 0.003126833 0.56568542
## 1407 50 SMAD3 0.8885396 0.003126833 0.56568542
## 1408 50 EPHA7 0.4314310 0.003126833 0.56568542
## 1409 50 TSC2 0.4849051 0.003126833 0.56568542
## 1410 50 JAK1 -0.8779357 0.003126833 0.56568542
## 1411 50 HBEGF 1.1368100 0.003126833 0.56568542
## 1412 50 TGFBR3 1.2105366 0.003126833 0.56568542
## 1413 50 CACNA1A 0.7432564 0.003126833 0.56568542
## 1414 50 ARAP1 -0.3623889 0.003126833 0.56568542
## 1415 50 BMP6 -2.3351671 0.003126833 0.56568542
## 1416 50 TOB1 1.1827590 0.003126833 0.56568542
## 1417 45 GNA13 0.3711599 0.002998019 -1.04349839
## 1418 45 WNT5A 1.2678499 0.002998019 -1.04349839
## 1419 45 CAV1 -0.9567264 0.002998019 -1.04349839
## 1420 45 TNF -0.5241138 0.002998019 -1.04349839
## 1421 45 FGFR3 -0.4419298 0.002998019 -1.04349839
## 1422 45 STK38 0.7217430 0.002998019 -1.04349839
## 1423 45 EDN1 1.3813006 0.002998019 -1.04349839
## 1424 45 TGFB3 -1.6543120 0.002998019 -1.04349839
## 1425 45 TIRAP 1.1891548 0.002998019 -1.04349839
## 1426 45 MAP4K2 0.4707371 0.002998019 -1.04349839
## 1427 45 FGF13 0.4341191 0.002998019 -1.04349839
## 1428 45 TLR4 -1.4289149 0.002998019 -1.04349839
## 1429 45 ITPKB -1.5375458 0.002998019 -1.04349839
## 1430 45 PRDX2 0.4945418 0.002998019 -1.04349839
## 1431 45 KIT -1.7946208 0.002998019 -1.04349839
## 1432 45 MAP3K5 -2.5823383 0.002998019 -1.04349839
## 1433 45 MDFIC -1.1217362 0.002998019 -1.04349839
## 1434 45 IFNG 0.2338462 0.002998019 -1.04349839
## 1435 45 GAB1 0.8795894 0.002998019 -1.04349839
## 1436 45 PKD2 -0.6848571 0.002998019 -1.04349839
## 1437 45 SPRED1 -1.0401939 0.002998019 -1.04349839
## 1438 45 FGF2 -0.5859693 0.002998019 -1.04349839
## 1439 45 AGPAT1 0.7000593 0.002998019 -1.04349839
## 1440 45 RET 1.1952974 0.002998019 -1.04349839
## 1441 45 MAP2K1 -0.4628798 0.002998019 -1.04349839
## 1442 45 PIK3C2B -2.4683793 0.002998019 -1.04349839
## 1443 45 NF1 -0.7011862 0.002998019 -1.04349839
## 1444 45 TIFA 0.8288202 0.002998019 -1.04349839
## 1445 45 DAPK2 -0.7563133 0.002998019 -1.04349839
## 1446 45 SHANK3 -0.9320666 0.002998019 -1.04349839
## 1447 45 DAPK1 1.6371754 0.002998019 -1.04349839
## 1448 45 MAP4K3 -0.5015354 0.002998019 -1.04349839
## 1449 45 MAP4K4 -0.5546999 0.002998019 -1.04349839
## 1450 45 ICK 0.4702803 0.002998019 -1.04349839
## 1451 45 PLCE1 -0.5838718 0.002998019 -1.04349839
## 1452 45 DOK4 -0.7964436 0.002998019 -1.04349839
## 1453 45 RPS6KA1 0.5728985 0.002998019 -1.04349839
## 1454 45 RPS6KA2 -1.6764208 0.002998019 -1.04349839
## 1455 45 TSC2 0.4849051 0.002998019 -1.04349839
## 1456 45 CD81 -0.5231352 0.002998019 -1.04349839
## 1457 45 MAPK9 0.6855507 0.002998019 -1.04349839
## 1458 45 JAK1 -0.8779357 0.002998019 -1.04349839
## 1459 45 NRK -0.6364746 0.002998019 -1.04349839
## 1460 45 PPM1L 0.6600464 0.002998019 -1.04349839
## 1461 45 F2R -2.1268269 0.002998019 -1.04349839
## 1462 38 CAV1 -0.9567264 0.002993049 -0.64888568
## 1463 38 ADORA2A -1.6248646 0.002993049 -0.64888568
## 1464 38 EDN1 1.3813006 0.002993049 -0.64888568
## 1465 38 TGFB3 -1.6543120 0.002993049 -0.64888568
## 1466 38 TIRAP 1.1891548 0.002993049 -0.64888568
## 1467 38 PRDX2 0.4945418 0.002993049 -0.64888568
## 1468 38 TLR4 -1.4289149 0.002993049 -0.64888568
## 1469 38 KIT -1.7946208 0.002993049 -0.64888568
## 1470 38 PDCD4 0.5736128 0.002993049 -0.64888568
## 1471 38 CD24A 0.8402202 0.002993049 -0.64888568
## 1472 38 SPRY4 -1.3402904 0.002993049 -0.64888568
## 1473 38 MAP3K5 -2.5823383 0.002993049 -0.64888568
## 1474 38 CERKL 0.8624001 0.002993049 -0.64888568
## 1475 38 DGKD -1.1848871 0.002993049 -0.64888568
## 1476 38 MDFIC -1.1217362 0.002993049 -0.64888568
## 1477 38 HEXIM1 0.4330916 0.002993049 -0.64888568
## 1478 38 GAB1 0.8795894 0.002993049 -0.64888568
## 1479 38 SPRED1 -1.0401939 0.002993049 -0.64888568
## 1480 38 FGF2 -0.5859693 0.002993049 -0.64888568
## 1481 38 CEACAM2 2.2038350 0.002993049 -0.64888568
## 1482 38 MAP2K1 -0.4628798 0.002993049 -0.64888568
## 1483 38 PKIG 0.5947590 0.002993049 -0.64888568
## 1484 38 NF1 -0.7011862 0.002993049 -0.64888568
## 1485 38 TGFBR2 0.9984773 0.002993049 -0.64888568
## 1486 38 DGKH -0.9312461 0.002993049 -0.64888568
## 1487 38 THY1 -0.5538562 0.002993049 -0.64888568
## 1488 38 SH3BP5 -0.7996248 0.002993049 -0.64888568
## 1489 38 PLCE1 -0.5838718 0.002993049 -0.64888568
## 1490 38 HIPK3 0.4209051 0.002993049 -0.64888568
## 1491 38 CD81 -0.5231352 0.002993049 -0.64888568
## 1492 38 TSC2 0.4849051 0.002993049 -0.64888568
## 1493 38 ERN1 0.7331847 0.002993049 -0.64888568
## 1494 38 FABP4 -6.0063746 0.002993049 -0.64888568
## 1495 38 NRK -0.6364746 0.002993049 -0.64888568
## 1496 38 LRP8 3.3563987 0.002993049 -0.64888568
## 1497 38 GADD45A 1.2074545 0.002993049 -0.64888568
## 1498 38 F2R -2.1268269 0.002993049 -0.64888568
## 1499 38 HTR2A 0.8223105 0.002993049 -0.64888568
## 1500 86 NRP2 -1.5153173 0.003576524 -3.01931765
## 1501 86 DLC1 -0.9707875 0.003576524 -3.01931765
## 1502 86 PPARD 0.6858954 0.003576524 -3.01931765
## 1503 86 AEBP1 -0.5444574 0.003576524 -3.01931765
## 1504 86 TLN1 -0.3368527 0.003576524 -3.01931765
## 1505 86 NRP1 -1.1412315 0.003576524 -3.01931765
## 1506 86 CADM1 1.8215955 0.003576524 -3.01931765
## 1507 86 ATP1B2 -1.1594880 0.003576524 -3.01931765
## 1508 86 CLDN6 0.5868790 0.003576524 -3.01931765
## 1509 86 CLSTN1 0.4104121 0.003576524 -3.01931765
## 1510 86 CLDN5 1.5291096 0.003576524 -3.01931765
## 1511 86 LMO7 -0.7436161 0.003576524 -3.01931765
## 1512 86 POSTN -1.9800983 0.003576524 -3.01931765
## 1513 86 CD2AP 0.8355163 0.003576524 -3.01931765
## 1514 86 TGFB2 2.3031748 0.003576524 -3.01931765
## 1515 86 CERKL 0.8624001 0.003576524 -3.01931765
## 1516 86 CD44 -1.0396956 0.003576524 -3.01931765
## 1517 86 ROBO2 -1.6686921 0.003576524 -3.01931765
## 1518 86 ZYX -1.0582733 0.003576524 -3.01931765
## 1519 86 RAPGEF1 -0.8695919 0.003576524 -3.01931765
## 1520 86 CDH23 -1.1805802 0.003576524 -3.01931765
## 1521 86 RET 1.1952974 0.003576524 -3.01931765
## 1522 86 MPDZ -1.2718824 0.003576524 -3.01931765
## 1523 86 FLOT2 -0.5226118 0.003576524 -3.01931765
## 1524 86 F8 -0.5775755 0.003576524 -3.01931765
## 1525 86 LEF1 4.2312762 0.003576524 -3.01931765
## 1526 86 MFGE8 -1.4562858 0.003576524 -3.01931765
## 1527 86 CD164 0.4820687 0.003576524 -3.01931765
## 1528 86 THY1 -0.5538562 0.003576524 -3.01931765
## 1529 86 JUP -1.0516396 0.003576524 -3.01931765
## 1530 86 IGSF5 1.3725783 0.003576524 -3.01931765
## 1531 86 CD36 -7.1283219 0.003576524 -3.01931765
## 1532 86 PGM5 1.9231251 0.003576524 -3.01931765
## 1533 86 F5 1.0342927 0.003576524 -3.01931765
## 1534 86 ATP2C1 0.5672868 0.003576524 -3.01931765
## 1535 86 NPTN -0.4668163 0.003576524 -3.01931765
## 1536 86 LAMC1 -0.9131959 0.003576524 -3.01931765
## 1537 86 DST -0.9919195 0.003576524 -3.01931765
## 1538 86 JAM3 -1.3508916 0.003576524 -3.01931765
## 1539 86 PARVB 1.1023674 0.003576524 -3.01931765
## 1540 86 PARVA -0.7543596 0.003576524 -3.01931765
## 1541 86 PARD3 1.7035204 0.003576524 -3.01931765
## 1542 86 TNC -0.4306758 0.003576524 -3.01931765
## 1543 86 ITGB5 -2.0664620 0.003576524 -3.01931765
## 1544 86 NEDD9 -0.6632265 0.003576524 -3.01931765
## 1545 86 CTNND1 -0.4345541 0.003576524 -3.01931765
## 1546 86 CDH2 1.2832653 0.003576524 -3.01931765
## 1547 86 SOX9 0.4360159 0.003576524 -3.01931765
## 1548 86 CD24A 0.8402202 0.003576524 -3.01931765
## 1549 86 ITGB1 -0.3208476 0.003576524 -3.01931765
## 1550 86 CDH5 -0.5147797 0.003576524 -3.01931765
## 1551 86 DCHS1 -0.9529726 0.003576524 -3.01931765
## 1552 86 CLDN15 -0.6738799 0.003576524 -3.01931765
## 1553 86 ITGBL1 -0.4521872 0.003576524 -3.01931765
## 1554 86 CD9 -0.7653465 0.003576524 -3.01931765
## 1555 86 KLRA9 -3.5714939 0.003576524 -3.01931765
## 1556 86 PCDHB16 -0.5630452 0.003576524 -3.01931765
## 1557 86 BCL2 -0.8192378 0.003576524 -3.01931765
## 1558 86 AATF -0.5714165 0.003576524 -3.01931765
## 1559 86 SSX2IP 1.8684610 0.003576524 -3.01931765
## 1560 86 COL8A1 -1.2164318 0.003576524 -3.01931765
## 1561 86 FN1 1.8449363 0.003576524 -3.01931765
## 1562 86 DPT -3.2040615 0.003576524 -3.01931765
## 1563 86 ADAM23 -1.0844037 0.003576524 -3.01931765
## 1564 86 LGALS1 -2.2474624 0.003576524 -3.01931765
## 1565 86 PCDH10 0.2447438 0.003576524 -3.01931765
## 1566 86 COL15A1 -0.8785426 0.003576524 -3.01931765
## 1567 86 HSPG2 -1.8536889 0.003576524 -3.01931765
## 1568 86 PCDH12 -1.4947782 0.003576524 -3.01931765
## 1569 86 NID1 -1.3734728 0.003576524 -3.01931765
## 1570 86 ITGA3 0.6590656 0.003576524 -3.01931765
## 1571 86 PCDH17 -2.0914267 0.003576524 -3.01931765
## 1572 86 MCAM -2.2179162 0.003576524 -3.01931765
## 1573 86 EMILIN1 -0.4076632 0.003576524 -3.01931765
## 1574 86 LAMA2 -0.4230971 0.003576524 -3.01931765
## 1575 86 VWF 1.7620703 0.003576524 -3.01931765
## 1576 86 ITGA9 -1.7933917 0.003576524 -3.01931765
## 1577 86 CDH13 -2.2703880 0.003576524 -3.01931765
## 1578 86 LAMA4 -1.2846680 0.003576524 -3.01931765
## 1579 86 STAB1 -0.4562437 0.003576524 -3.01931765
## 1580 86 ITGA5 -0.8219463 0.003576524 -3.01931765
## 1581 86 FREM2 0.8510785 0.003576524 -3.01931765
## 1582 86 CDON 0.5243444 0.003576524 -3.01931765
## 1583 86 FBLN5 -1.8087355 0.003576524 -3.01931765
## 1584 86 TCAM1 0.2929374 0.003576524 -3.01931765
## 1585 86 ABL2 0.5324753 0.003576524 -3.01931765
## 1586 36 ATP5E 0.3125334 0.003579722 1.66666667
## 1587 36 NAMPT 1.7824726 0.003579722 1.66666667
## 1588 36 HPRT 0.6275924 0.003579722 1.66666667
## 1589 36 ATP1B2 -1.1594880 0.003579722 1.66666667
## 1590 36 G6PDX 0.7531315 0.003579722 1.66666667
## 1591 36 ATP10A 4.1988042 0.003579722 1.66666667
## 1592 36 ADCY6 -0.7557491 0.003579722 1.66666667
## 1593 36 PTH2 -0.2315507 0.003579722 1.66666667
## 1594 36 CTPS2 0.5610990 0.003579722 1.66666667
## 1595 36 ATP10D 0.7066596 0.003579722 1.66666667
## 1596 36 ATP5G3 0.3349511 0.003579722 1.66666667
## 1597 36 ATP2B4 -1.8662842 0.003579722 1.66666667
## 1598 36 GUCY1A2 -0.5579338 0.003579722 1.66666667
## 1599 36 ATP8B1 -2.1074006 0.003579722 1.66666667
## 1600 36 PAPSS1 0.6030723 0.003579722 1.66666667
## 1601 36 IMPDH1 0.7050896 0.003579722 1.66666667
## 1602 36 ATP5H 0.4540141 0.003579722 1.66666667
## 1603 36 ATP11B 0.8076871 0.003579722 1.66666667
## 1604 36 NPR1 -0.8931317 0.003579722 1.66666667
## 1605 36 ATP11A 0.5015364 0.003579722 1.66666667
## 1606 36 NPR2 -2.0769596 0.003579722 1.66666667
## 1607 36 ATP1A1 0.6178691 0.003579722 1.66666667
## 1608 36 AMPD3 -1.1400626 0.003579722 1.66666667
## 1609 36 ATP13A5 0.3757767 0.003579722 1.66666667
## 1610 36 NME5 0.7192744 0.003579722 1.66666667
## 1611 36 ATP6V1A 0.6504485 0.003579722 1.66666667
## 1612 36 NME3 0.5649069 0.003579722 1.66666667
## 1613 36 ATP6V0E2 0.4783848 0.003579722 1.66666667
## 1614 36 ATP2C1 0.5672868 0.003579722 1.66666667
## 1615 36 ATP9A -1.4010882 0.003579722 1.66666667
## 1616 36 ADK 1.7241557 0.003579722 1.66666667
## 1617 36 ATP6V0A1 0.9847533 0.003579722 1.66666667
## 1618 36 GUCY1B3 -0.7307321 0.003579722 1.66666667
## 1619 36 FLAD1 -0.2378469 0.003579722 1.66666667
## 1620 36 PRPS2 -1.5910835 0.003579722 1.66666667
## 1621 36 ATP8A1 1.3527361 0.003579722 1.66666667
## 1622 86 NRP2 -1.5153173 0.003570881 -3.01931765
## 1623 86 DLC1 -0.9707875 0.003570881 -3.01931765
## 1624 86 PPARD 0.6858954 0.003570881 -3.01931765
## 1625 86 AEBP1 -0.5444574 0.003570881 -3.01931765
## 1626 86 TLN1 -0.3368527 0.003570881 -3.01931765
## 1627 86 NRP1 -1.1412315 0.003570881 -3.01931765
## 1628 86 CADM1 1.8215955 0.003570881 -3.01931765
## 1629 86 ATP1B2 -1.1594880 0.003570881 -3.01931765
## 1630 86 CLDN6 0.5868790 0.003570881 -3.01931765
## 1631 86 CLSTN1 0.4104121 0.003570881 -3.01931765
## 1632 86 CLDN5 1.5291096 0.003570881 -3.01931765
## 1633 86 LMO7 -0.7436161 0.003570881 -3.01931765
## 1634 86 POSTN -1.9800983 0.003570881 -3.01931765
## 1635 86 CD2AP 0.8355163 0.003570881 -3.01931765
## 1636 86 TGFB2 2.3031748 0.003570881 -3.01931765
## 1637 86 CERKL 0.8624001 0.003570881 -3.01931765
## 1638 86 CD44 -1.0396956 0.003570881 -3.01931765
## 1639 86 ROBO2 -1.6686921 0.003570881 -3.01931765
## 1640 86 ZYX -1.0582733 0.003570881 -3.01931765
## 1641 86 RAPGEF1 -0.8695919 0.003570881 -3.01931765
## 1642 86 CDH23 -1.1805802 0.003570881 -3.01931765
## 1643 86 RET 1.1952974 0.003570881 -3.01931765
## 1644 86 MPDZ -1.2718824 0.003570881 -3.01931765
## 1645 86 FLOT2 -0.5226118 0.003570881 -3.01931765
## 1646 86 F8 -0.5775755 0.003570881 -3.01931765
## 1647 86 LEF1 4.2312762 0.003570881 -3.01931765
## 1648 86 MFGE8 -1.4562858 0.003570881 -3.01931765
## 1649 86 CD164 0.4820687 0.003570881 -3.01931765
## 1650 86 THY1 -0.5538562 0.003570881 -3.01931765
## 1651 86 JUP -1.0516396 0.003570881 -3.01931765
## 1652 86 IGSF5 1.3725783 0.003570881 -3.01931765
## 1653 86 CD36 -7.1283219 0.003570881 -3.01931765
## 1654 86 PGM5 1.9231251 0.003570881 -3.01931765
## 1655 86 F5 1.0342927 0.003570881 -3.01931765
## 1656 86 ATP2C1 0.5672868 0.003570881 -3.01931765
## 1657 86 NPTN -0.4668163 0.003570881 -3.01931765
## 1658 86 LAMC1 -0.9131959 0.003570881 -3.01931765
## 1659 86 DST -0.9919195 0.003570881 -3.01931765
## 1660 86 JAM3 -1.3508916 0.003570881 -3.01931765
## 1661 86 PARVB 1.1023674 0.003570881 -3.01931765
## 1662 86 PARVA -0.7543596 0.003570881 -3.01931765
## 1663 86 PARD3 1.7035204 0.003570881 -3.01931765
## 1664 86 TNC -0.4306758 0.003570881 -3.01931765
## 1665 86 ITGB5 -2.0664620 0.003570881 -3.01931765
## 1666 86 NEDD9 -0.6632265 0.003570881 -3.01931765
## 1667 86 CTNND1 -0.4345541 0.003570881 -3.01931765
## 1668 86 CDH2 1.2832653 0.003570881 -3.01931765
## 1669 86 SOX9 0.4360159 0.003570881 -3.01931765
## 1670 86 CD24A 0.8402202 0.003570881 -3.01931765
## 1671 86 ITGB1 -0.3208476 0.003570881 -3.01931765
## 1672 86 CDH5 -0.5147797 0.003570881 -3.01931765
## 1673 86 DCHS1 -0.9529726 0.003570881 -3.01931765
## 1674 86 CLDN15 -0.6738799 0.003570881 -3.01931765
## 1675 86 ITGBL1 -0.4521872 0.003570881 -3.01931765
## 1676 86 CD9 -0.7653465 0.003570881 -3.01931765
## 1677 86 KLRA9 -3.5714939 0.003570881 -3.01931765
## 1678 86 PCDHB16 -0.5630452 0.003570881 -3.01931765
## 1679 86 BCL2 -0.8192378 0.003570881 -3.01931765
## 1680 86 AATF -0.5714165 0.003570881 -3.01931765
## 1681 86 SSX2IP 1.8684610 0.003570881 -3.01931765
## 1682 86 COL8A1 -1.2164318 0.003570881 -3.01931765
## 1683 86 FN1 1.8449363 0.003570881 -3.01931765
## 1684 86 DPT -3.2040615 0.003570881 -3.01931765
## 1685 86 ADAM23 -1.0844037 0.003570881 -3.01931765
## 1686 86 LGALS1 -2.2474624 0.003570881 -3.01931765
## 1687 86 PCDH10 0.2447438 0.003570881 -3.01931765
## 1688 86 COL15A1 -0.8785426 0.003570881 -3.01931765
## 1689 86 HSPG2 -1.8536889 0.003570881 -3.01931765
## 1690 86 PCDH12 -1.4947782 0.003570881 -3.01931765
## 1691 86 NID1 -1.3734728 0.003570881 -3.01931765
## 1692 86 ITGA3 0.6590656 0.003570881 -3.01931765
## 1693 86 PCDH17 -2.0914267 0.003570881 -3.01931765
## 1694 86 MCAM -2.2179162 0.003570881 -3.01931765
## 1695 86 EMILIN1 -0.4076632 0.003570881 -3.01931765
## 1696 86 LAMA2 -0.4230971 0.003570881 -3.01931765
## 1697 86 VWF 1.7620703 0.003570881 -3.01931765
## 1698 86 ITGA9 -1.7933917 0.003570881 -3.01931765
## 1699 86 CDH13 -2.2703880 0.003570881 -3.01931765
## 1700 86 LAMA4 -1.2846680 0.003570881 -3.01931765
## 1701 86 STAB1 -0.4562437 0.003570881 -3.01931765
## 1702 86 ITGA5 -0.8219463 0.003570881 -3.01931765
## 1703 86 FREM2 0.8510785 0.003570881 -3.01931765
## 1704 86 CDON 0.5243444 0.003570881 -3.01931765
## 1705 86 FBLN5 -1.8087355 0.003570881 -3.01931765
## 1706 86 TCAM1 0.2929374 0.003570881 -3.01931765
## 1707 86 ABL2 0.5324753 0.003570881 -3.01931765
## 1708 29 CAV1 -0.9567264 0.003738387 -1.67125804
## 1709 29 MYL2 -4.4515265 0.003738387 -1.67125804
## 1710 29 TNC -0.4306758 0.003738387 -1.67125804
## 1711 29 UTRN 0.6515582 0.003738387 -1.67125804
## 1712 29 PDLIM3 -0.8876939 0.003738387 -1.67125804
## 1713 29 EGLN1 -0.5128686 0.003738387 -1.67125804
## 1714 29 TTN -0.6633600 0.003738387 -1.67125804
## 1715 29 ITGB1 -0.3208476 0.003738387 -1.67125804
## 1716 29 TGFB2 2.3031748 0.003738387 -1.67125804
## 1717 29 GATA6 -0.8680981 0.003738387 -1.67125804
## 1718 29 AGRN 0.9924072 0.003738387 -1.67125804
## 1719 29 MKL2 1.1871092 0.003738387 -1.67125804
## 1720 29 PAK1 1.3962107 0.003738387 -1.67125804
## 1721 29 ACTC1 -3.4079863 0.003738387 -1.67125804
## 1722 29 RXRA -0.3709072 0.003738387 -1.67125804
## 1723 29 NF1 -0.7011862 0.003738387 -1.67125804
## 1724 29 HSPG2 -1.8536889 0.003738387 -1.67125804
## 1725 29 MYLPF 1.0616846 0.003738387 -1.67125804
## 1726 29 MYH6 -1.6087011 0.003738387 -1.67125804
## 1727 29 CSRP3 -0.9135559 0.003738387 -1.67125804
## 1728 29 FOXP1 0.9040130 0.003738387 -1.67125804
## 1729 29 TNNT2 -4.2969393 0.003738387 -1.67125804
## 1730 29 MURC 1.6012508 0.003738387 -1.67125804
## 1731 29 MEOX2 -4.5446336 0.003738387 -1.67125804
## 1732 29 PLN -2.0734027 0.003738387 -1.67125804
## 1733 29 FOXC2 -0.8402120 0.003738387 -1.67125804
## 1734 29 TGFBR3 1.2105366 0.003738387 -1.67125804
## 1735 29 FOXC1 2.0229256 0.003738387 -1.67125804
## 1736 29 F2R -2.1268269 0.003738387 -1.67125804
## 1737 49 DLC1 -0.9707875 0.004086705 -1.28571429
## 1738 49 ENAH -0.8317531 0.004086705 -1.28571429
## 1739 49 NRP1 -1.1412315 0.004086705 -1.28571429
## 1740 49 PTGS2 3.0743014 0.004086705 -1.28571429
## 1741 49 PGF -0.2973380 0.004086705 -1.28571429
## 1742 49 PPARG -3.6760365 0.004086705 -1.28571429
## 1743 49 PTGS1 -1.0167608 0.004086705 -1.28571429
## 1744 49 GJA1 -0.8179480 0.004086705 -1.28571429
## 1745 49 ZIC2 1.5903616 0.004086705 -1.28571429
## 1746 49 CD44 -1.0396956 0.004086705 -1.28571429
## 1747 49 GATA6 -0.8680981 0.004086705 -1.28571429
## 1748 49 ILK -0.6476593 0.004086705 -1.28571429
## 1749 49 SEMA3C 5.5156298 0.004086705 -1.28571429
## 1750 49 FGF2 -0.5859693 0.004086705 -1.28571429
## 1751 49 RET 1.1952974 0.004086705 -1.28571429
## 1752 49 AR -1.1537604 0.004086705 -1.28571429
## 1753 49 STX2 -1.4672858 0.004086705 -1.28571429
## 1754 49 RXRA -0.3709072 0.004086705 -1.28571429
## 1755 49 VANGL2 0.5220569 0.004086705 -1.28571429
## 1756 49 HHEX 0.8277356 0.004086705 -1.28571429
## 1757 49 MIB1 -0.2899698 0.004086705 -1.28571429
## 1758 49 NCOA3 -0.5739101 0.004086705 -1.28571429
## 1759 49 TGFB1I1 -0.9829797 0.004086705 -1.28571429
## 1760 49 WNT5A 1.2678499 0.004086705 -1.28571429
## 1761 49 COBL -0.4528756 0.004086705 -1.28571429
## 1762 49 BBS4 0.7917331 0.004086705 -1.28571429
## 1763 49 FGFR3 -0.4419298 0.004086705 -1.28571429
## 1764 49 TNC -0.4306758 0.004086705 -1.28571429
## 1765 49 CTNND1 -0.4345541 0.004086705 -1.28571429
## 1766 49 NR3C1 0.3773807 0.004086705 -1.28571429
## 1767 49 SOX9 0.4360159 0.004086705 -1.28571429
## 1768 49 WT1 -2.4578951 0.004086705 -1.28571429
## 1769 49 IGF1R 2.4527727 0.004086705 -1.28571429
## 1770 49 HOXA5 -0.8397310 0.004086705 -1.28571429
## 1771 49 BCL2 -0.8192378 0.004086705 -1.28571429
## 1772 49 PLXND1 -1.4831711 0.004086705 -1.28571429
## 1773 49 CAR2 1.6099806 0.004086705 -1.28571429
## 1774 49 MAP2K1 -0.4628798 0.004086705 -1.28571429
## 1775 49 PPHLN1 0.5788218 0.004086705 -1.28571429
## 1776 49 TBX4 1.3234618 0.004086705 -1.28571429
## 1777 49 SMAD3 0.8885396 0.004086705 -1.28571429
## 1778 49 FZD3 1.6364110 0.004086705 -1.28571429
## 1779 49 SHANK3 -0.9320666 0.004086705 -1.28571429
## 1780 49 FZD6 1.3453589 0.004086705 -1.28571429
## 1781 49 HOXB4 -1.1697221 0.004086705 -1.28571429
## 1782 49 FREM2 0.8510785 0.004086705 -1.28571429
## 1783 49 TSC2 0.4849051 0.004086705 -1.28571429
## 1784 49 ZIC5 0.5712473 0.004086705 -1.28571429
## 1785 49 APAF1 -0.7626912 0.004086705 -1.28571429
## 1786 48 DLC1 -0.9707875 0.004159706 -0.86602540
## 1787 48 WNT5A 1.2678499 0.004159706 -0.86602540
## 1788 48 GNA13 0.3711599 0.004159706 -0.86602540
## 1789 48 BBS4 0.7917331 0.004159706 -0.86602540
## 1790 48 COBL -0.4528756 0.004159706 -0.86602540
## 1791 48 ENAH -0.8317531 0.004159706 -0.86602540
## 1792 48 NRP1 -1.1412315 0.004159706 -0.86602540
## 1793 48 PGF -0.2973380 0.004159706 -0.86602540
## 1794 48 EDN1 1.3813006 0.004159706 -0.86602540
## 1795 48 TGFB3 -1.6543120 0.004159706 -0.86602540
## 1796 48 BMPR2 0.6590347 0.004159706 -0.86602540
## 1797 48 GJA1 -0.8179480 0.004159706 -0.86602540
## 1798 48 NR3C1 0.3773807 0.004159706 -0.86602540
## 1799 48 GJA5 -2.4542500 0.004159706 -0.86602540
## 1800 48 ZIC3 3.9539621 0.004159706 -0.86602540
## 1801 48 ZIC2 1.5903616 0.004159706 -0.86602540
## 1802 48 CTTNBP2 0.4650256 0.004159706 -0.86602540
## 1803 48 CD44 -1.0396956 0.004159706 -0.86602540
## 1804 48 HOXA5 -0.8397310 0.004159706 -0.86602540
## 1805 48 GATA6 -0.8680981 0.004159706 -0.86602540
## 1806 48 CXCR4 -2.5647537 0.004159706 -0.86602540
## 1807 48 BCL2 -0.8192378 0.004159706 -0.86602540
## 1808 48 ILK -0.6476593 0.004159706 -0.86602540
## 1809 48 ROBO2 -1.6686921 0.004159706 -0.86602540
## 1810 48 PLXND1 -1.4831711 0.004159706 -0.86602540
## 1811 48 PCSK5 -0.9179595 0.004159706 -0.86602540
## 1812 48 FGF2 -0.5859693 0.004159706 -0.86602540
## 1813 48 RET 1.1952974 0.004159706 -0.86602540
## 1814 48 AR -1.1537604 0.004159706 -0.86602540
## 1815 48 VANGL2 0.5220569 0.004159706 -0.86602540
## 1816 48 TGFBR2 0.9984773 0.004159706 -0.86602540
## 1817 48 TBX4 1.3234618 0.004159706 -0.86602540
## 1818 48 SMAD3 0.8885396 0.004159706 -0.86602540
## 1819 48 FZD3 1.6364110 0.004159706 -0.86602540
## 1820 48 SHANK3 -0.9320666 0.004159706 -0.86602540
## 1821 48 FOXP1 0.9040130 0.004159706 -0.86602540
## 1822 48 FZD6 1.3453589 0.004159706 -0.86602540
## 1823 48 MYCN -0.5404670 0.004159706 -0.86602540
## 1824 48 TNS3 -0.3539310 0.004159706 -0.86602540
## 1825 48 MIB1 -0.2899698 0.004159706 -0.86602540
## 1826 48 HHEX 0.8277356 0.004159706 -0.86602540
## 1827 48 NCOA3 -0.5739101 0.004159706 -0.86602540
## 1828 48 ZIC5 0.5712473 0.004159706 -0.86602540
## 1829 48 TSC2 0.4849051 0.004159706 -0.86602540
## 1830 48 PDGFRA -0.5362066 0.004159706 -0.86602540
## 1831 48 FOXC2 -0.8402120 0.004159706 -0.86602540
## 1832 48 FOXC1 2.0229256 0.004159706 -0.86602540
## 1833 48 APAF1 -0.7626912 0.004159706 -0.86602540
## 1834 69 DLC1 -0.9707875 0.004546102 -0.60192927
## 1835 69 GNA13 0.3711599 0.004546102 -0.60192927
## 1836 69 ENAH -0.8317531 0.004546102 -0.60192927
## 1837 69 ACVRL1 0.5096903 0.004546102 -0.60192927
## 1838 69 EDN1 1.3813006 0.004546102 -0.60192927
## 1839 69 TGFB3 -1.6543120 0.004546102 -0.60192927
## 1840 69 GJA1 -0.8179480 0.004546102 -0.60192927
## 1841 69 TTN -0.6633600 0.004546102 -0.60192927
## 1842 69 ZIC2 1.5903616 0.004546102 -0.60192927
## 1843 69 CERKL 0.8624001 0.004546102 -0.60192927
## 1844 69 GATA6 -0.8680981 0.004546102 -0.60192927
## 1845 69 COL4A3BP 1.3971175 0.004546102 -0.60192927
## 1846 69 CHST11 0.4878666 0.004546102 -0.60192927
## 1847 69 GAB1 0.8795894 0.004546102 -0.60192927
## 1848 69 ANKRD11 -0.4816916 0.004546102 -0.60192927
## 1849 69 ETL4 -2.0147985 0.004546102 -0.60192927
## 1850 69 MKL2 1.1871092 0.004546102 -0.60192927
## 1851 69 AR -1.1537604 0.004546102 -0.60192927
## 1852 69 ADAM10 0.4370403 0.004546102 -0.60192927
## 1853 69 VANGL2 0.5220569 0.004546102 -0.60192927
## 1854 69 LEF1 4.2312762 0.004546102 -0.60192927
## 1855 69 MYH6 -1.6087011 0.004546102 -0.60192927
## 1856 69 ACVR2A -0.6891467 0.004546102 -0.60192927
## 1857 69 MIB1 -0.2899698 0.004546102 -0.60192927
## 1858 69 NDEL1 -1.4572172 0.004546102 -0.60192927
## 1859 69 GRN -0.5220210 0.004546102 -0.60192927
## 1860 69 PDGFRA -0.5362066 0.004546102 -0.60192927
## 1861 69 FOXC2 -0.8402120 0.004546102 -0.60192927
## 1862 69 FOXC1 2.0229256 0.004546102 -0.60192927
## 1863 69 EGFL8 0.7083324 0.004546102 -0.60192927
## 1864 69 PRDM1 -1.0592437 0.004546102 -0.60192927
## 1865 69 COBL -0.4528756 0.004546102 -0.60192927
## 1866 69 BBS4 0.7917331 0.004546102 -0.60192927
## 1867 69 TCAP -0.7520534 0.004546102 -0.60192927
## 1868 69 EGLN1 -0.5128686 0.004546102 -0.60192927
## 1869 69 ITGB1 -0.3208476 0.004546102 -0.60192927
## 1870 69 CHD7 -0.8202826 0.004546102 -0.60192927
## 1871 69 FBXW8 0.2606359 0.004546102 -0.60192927
## 1872 69 INPP5K 0.7417352 0.004546102 -0.60192927
## 1873 69 HOXA5 -0.8397310 0.004546102 -0.60192927
## 1874 69 SLC30A1 1.4627024 0.004546102 -0.60192927
## 1875 69 PKD2 -0.6848571 0.004546102 -0.60192927
## 1876 69 PLCD1 -0.5474868 0.004546102 -0.60192927
## 1877 69 AXIN2 2.2609655 0.004546102 -0.60192927
## 1878 69 PCSK5 -0.9179595 0.004546102 -0.60192927
## 1879 69 ENO1 0.6613974 0.004546102 -0.60192927
## 1880 69 TCF7 1.4753181 0.004546102 -0.60192927
## 1881 69 MAP2K1 -0.4628798 0.004546102 -0.60192927
## 1882 69 TGFBR2 0.9984773 0.004546102 -0.60192927
## 1883 69 NF1 -0.7011862 0.004546102 -0.60192927
## 1884 69 HSPG2 -1.8536889 0.004546102 -0.60192927
## 1885 69 PCDH12 -1.4947782 0.004546102 -0.60192927
## 1886 69 SMAD3 0.8885396 0.004546102 -0.60192927
## 1887 69 FZD3 1.6364110 0.004546102 -0.60192927
## 1888 69 TBX1 1.5705826 0.004546102 -0.60192927
## 1889 69 FZD6 1.3453589 0.004546102 -0.60192927
## 1890 69 HBA-A1 -1.5501629 0.004546102 -0.60192927
## 1891 69 HOXB4 -1.1697221 0.004546102 -0.60192927
## 1892 69 HBA-A2 -1.5726738 0.004546102 -0.60192927
## 1893 69 MEOX2 -4.5446336 0.004546102 -0.60192927
## 1894 69 MEOX1 -2.1677938 0.004546102 -0.60192927
## 1895 69 ZIC5 0.5712473 0.004546102 -0.60192927
## 1896 69 TSC2 0.4849051 0.004546102 -0.60192927
## 1897 69 TGFBR3 1.2105366 0.004546102 -0.60192927
## 1898 69 ATP6V0A1 0.9847533 0.004546102 -0.60192927
## 1899 69 HBEGF 1.1368100 0.004546102 -0.60192927
## 1900 69 AMOT 1.0877881 0.004546102 -0.60192927
## 1901 69 APAF1 -0.7626912 0.004546102 -0.60192927
## 1902 69 TCF15 -1.8189971 0.004546102 -0.60192927
## 1903 30 SCHIP1 -0.9067536 0.004579589 -1.82574186
## 1904 30 CAV1 -0.9567264 0.004579589 -1.82574186
## 1905 30 MYL2 -4.4515265 0.004579589 -1.82574186
## 1906 30 TNC -0.4306758 0.004579589 -1.82574186
## 1907 30 UTRN 0.6515582 0.004579589 -1.82574186
## 1908 30 PDLIM3 -0.8876939 0.004579589 -1.82574186
## 1909 30 EGLN1 -0.5128686 0.004579589 -1.82574186
## 1910 30 TTN -0.6633600 0.004579589 -1.82574186
## 1911 30 ITGB1 -0.3208476 0.004579589 -1.82574186
## 1912 30 TGFB2 2.3031748 0.004579589 -1.82574186
## 1913 30 GATA6 -0.8680981 0.004579589 -1.82574186
## 1914 30 AGRN 0.9924072 0.004579589 -1.82574186
## 1915 30 MKL2 1.1871092 0.004579589 -1.82574186
## 1916 30 PAK1 1.3962107 0.004579589 -1.82574186
## 1917 30 ACTC1 -3.4079863 0.004579589 -1.82574186
## 1918 30 RXRA -0.3709072 0.004579589 -1.82574186
## 1919 30 NF1 -0.7011862 0.004579589 -1.82574186
## 1920 30 HSPG2 -1.8536889 0.004579589 -1.82574186
## 1921 30 MYLPF 1.0616846 0.004579589 -1.82574186
## 1922 30 MYH6 -1.6087011 0.004579589 -1.82574186
## 1923 30 CSRP3 -0.9135559 0.004579589 -1.82574186
## 1924 30 FOXP1 0.9040130 0.004579589 -1.82574186
## 1925 30 TNNT2 -4.2969393 0.004579589 -1.82574186
## 1926 30 MURC 1.6012508 0.004579589 -1.82574186
## 1927 30 MEOX2 -4.5446336 0.004579589 -1.82574186
## 1928 30 PLN -2.0734027 0.004579589 -1.82574186
## 1929 30 FOXC2 -0.8402120 0.004579589 -1.82574186
## 1930 30 TGFBR3 1.2105366 0.004579589 -1.82574186
## 1931 30 FOXC1 2.0229256 0.004579589 -1.82574186
## 1932 30 F2R -2.1268269 0.004579589 -1.82574186
## 1933 35 DLC1 -0.9707875 0.004681002 -0.50709255
## 1934 35 GNA13 0.3711599 0.004681002 -0.50709255
## 1935 35 WNT5A 1.2678499 0.004681002 -0.50709255
## 1936 35 COBL -0.4528756 0.004681002 -0.50709255
## 1937 35 BBS4 0.7917331 0.004681002 -0.50709255
## 1938 35 ENAH -0.8317531 0.004681002 -0.50709255
## 1939 35 NRP1 -1.1412315 0.004681002 -0.50709255
## 1940 35 PGF -0.2973380 0.004681002 -0.50709255
## 1941 35 EDN1 1.3813006 0.004681002 -0.50709255
## 1942 35 GJA1 -0.8179480 0.004681002 -0.50709255
## 1943 35 NR3C1 0.3773807 0.004681002 -0.50709255
## 1944 35 ZIC3 3.9539621 0.004681002 -0.50709255
## 1945 35 ZIC2 1.5903616 0.004681002 -0.50709255
## 1946 35 CD44 -1.0396956 0.004681002 -0.50709255
## 1947 35 HOXA5 -0.8397310 0.004681002 -0.50709255
## 1948 35 CXCR4 -2.5647537 0.004681002 -0.50709255
## 1949 35 BCL2 -0.8192378 0.004681002 -0.50709255
## 1950 35 ILK -0.6476593 0.004681002 -0.50709255
## 1951 35 PLXND1 -1.4831711 0.004681002 -0.50709255
## 1952 35 RET 1.1952974 0.004681002 -0.50709255
## 1953 35 AR -1.1537604 0.004681002 -0.50709255
## 1954 35 VANGL2 0.5220569 0.004681002 -0.50709255
## 1955 35 TGFBR2 0.9984773 0.004681002 -0.50709255
## 1956 35 SMAD3 0.8885396 0.004681002 -0.50709255
## 1957 35 FZD3 1.6364110 0.004681002 -0.50709255
## 1958 35 SHANK3 -0.9320666 0.004681002 -0.50709255
## 1959 35 FZD6 1.3453589 0.004681002 -0.50709255
## 1960 35 MYCN -0.5404670 0.004681002 -0.50709255
## 1961 35 MIB1 -0.2899698 0.004681002 -0.50709255
## 1962 35 HHEX 0.8277356 0.004681002 -0.50709255
## 1963 35 NCOA3 -0.5739101 0.004681002 -0.50709255
## 1964 35 ZIC5 0.5712473 0.004681002 -0.50709255
## 1965 35 TSC2 0.4849051 0.004681002 -0.50709255
## 1966 35 FOXC2 -0.8402120 0.004681002 -0.50709255
## 1967 35 APAF1 -0.7626912 0.004681002 -0.50709255
## 1968 30 ATP5E 0.3125334 0.004965218 1.46059349
## 1969 30 HPRT 0.6275924 0.004965218 1.46059349
## 1970 30 ATP1B2 -1.1594880 0.004965218 1.46059349
## 1971 30 ATP10A 4.1988042 0.004965218 1.46059349
## 1972 30 ADCY6 -0.7557491 0.004965218 1.46059349
## 1973 30 PTH2 -0.2315507 0.004965218 1.46059349
## 1974 30 ATP10D 0.7066596 0.004965218 1.46059349
## 1975 30 ATP5G3 0.3349511 0.004965218 1.46059349
## 1976 30 ATP2B4 -1.8662842 0.004965218 1.46059349
## 1977 30 ATP8B1 -2.1074006 0.004965218 1.46059349
## 1978 30 GUCY1A2 -0.5579338 0.004965218 1.46059349
## 1979 30 IMPDH1 0.7050896 0.004965218 1.46059349
## 1980 30 ATP5H 0.4540141 0.004965218 1.46059349
## 1981 30 ATP11B 0.8076871 0.004965218 1.46059349
## 1982 30 NPR1 -0.8931317 0.004965218 1.46059349
## 1983 30 ATP11A 0.5015364 0.004965218 1.46059349
## 1984 30 ATP1A1 0.6178691 0.004965218 1.46059349
## 1985 30 NPR2 -2.0769596 0.004965218 1.46059349
## 1986 30 AMPD3 -1.1400626 0.004965218 1.46059349
## 1987 30 ATP13A5 0.3757767 0.004965218 1.46059349
## 1988 30 NME5 0.7192744 0.004965218 1.46059349
## 1989 30 ATP6V1A 0.6504485 0.004965218 1.46059349
## 1990 30 ATP6V0E2 0.4783848 0.004965218 1.46059349
## 1991 30 NME3 0.5649069 0.004965218 1.46059349
## 1992 30 ATP2C1 0.5672868 0.004965218 1.46059349
## 1993 30 ATP9A -1.4010882 0.004965218 1.46059349
## 1994 30 ADK 1.7241557 0.004965218 1.46059349
## 1995 30 ATP6V0A1 0.9847533 0.004965218 1.46059349
## 1996 30 GUCY1B3 -0.7307321 0.004965218 1.46059349
## 1997 30 ATP8A1 1.3527361 0.004965218 1.46059349
## 1998 36 ATP5E 0.3125334 0.004932658 1.66666667
## 1999 36 NAMPT 1.7824726 0.004932658 1.66666667
## 2000 36 HPRT 0.6275924 0.004932658 1.66666667
## 2001 36 ATP1B2 -1.1594880 0.004932658 1.66666667
## 2002 36 G6PDX 0.7531315 0.004932658 1.66666667
## 2003 36 ATP10A 4.1988042 0.004932658 1.66666667
## 2004 36 ADCY6 -0.7557491 0.004932658 1.66666667
## 2005 36 PTH2 -0.2315507 0.004932658 1.66666667
## 2006 36 CTPS2 0.5610990 0.004932658 1.66666667
## 2007 36 ATP10D 0.7066596 0.004932658 1.66666667
## 2008 36 ATP5G3 0.3349511 0.004932658 1.66666667
## 2009 36 ATP2B4 -1.8662842 0.004932658 1.66666667
## 2010 36 GUCY1A2 -0.5579338 0.004932658 1.66666667
## 2011 36 ATP8B1 -2.1074006 0.004932658 1.66666667
## 2012 36 PAPSS1 0.6030723 0.004932658 1.66666667
## 2013 36 IMPDH1 0.7050896 0.004932658 1.66666667
## 2014 36 ATP5H 0.4540141 0.004932658 1.66666667
## 2015 36 ATP11B 0.8076871 0.004932658 1.66666667
## 2016 36 NPR1 -0.8931317 0.004932658 1.66666667
## 2017 36 ATP11A 0.5015364 0.004932658 1.66666667
## 2018 36 NPR2 -2.0769596 0.004932658 1.66666667
## 2019 36 ATP1A1 0.6178691 0.004932658 1.66666667
## 2020 36 AMPD3 -1.1400626 0.004932658 1.66666667
## 2021 36 ATP13A5 0.3757767 0.004932658 1.66666667
## 2022 36 NME5 0.7192744 0.004932658 1.66666667
## 2023 36 ATP6V1A 0.6504485 0.004932658 1.66666667
## 2024 36 NME3 0.5649069 0.004932658 1.66666667
## 2025 36 ATP6V0E2 0.4783848 0.004932658 1.66666667
## 2026 36 ATP2C1 0.5672868 0.004932658 1.66666667
## 2027 36 ATP9A -1.4010882 0.004932658 1.66666667
## 2028 36 ADK 1.7241557 0.004932658 1.66666667
## 2029 36 ATP6V0A1 0.9847533 0.004932658 1.66666667
## 2030 36 GUCY1B3 -0.7307321 0.004932658 1.66666667
## 2031 36 FLAD1 -0.2378469 0.004932658 1.66666667
## 2032 36 PRPS2 -1.5910835 0.004932658 1.66666667
## 2033 36 ATP8A1 1.3527361 0.004932658 1.66666667
## 2034 36 ATP5E 0.3125334 0.004932658 1.66666667
## 2035 36 NAMPT 1.7824726 0.004932658 1.66666667
## 2036 36 HPRT 0.6275924 0.004932658 1.66666667
## 2037 36 ATP1B2 -1.1594880 0.004932658 1.66666667
## 2038 36 G6PDX 0.7531315 0.004932658 1.66666667
## 2039 36 ATP10A 4.1988042 0.004932658 1.66666667
## 2040 36 ADCY6 -0.7557491 0.004932658 1.66666667
## 2041 36 PTH2 -0.2315507 0.004932658 1.66666667
## 2042 36 CTPS2 0.5610990 0.004932658 1.66666667
## 2043 36 ATP10D 0.7066596 0.004932658 1.66666667
## 2044 36 ATP5G3 0.3349511 0.004932658 1.66666667
## 2045 36 ATP2B4 -1.8662842 0.004932658 1.66666667
## 2046 36 GUCY1A2 -0.5579338 0.004932658 1.66666667
## 2047 36 ATP8B1 -2.1074006 0.004932658 1.66666667
## 2048 36 PAPSS1 0.6030723 0.004932658 1.66666667
## 2049 36 IMPDH1 0.7050896 0.004932658 1.66666667
## 2050 36 ATP5H 0.4540141 0.004932658 1.66666667
## 2051 36 ATP11B 0.8076871 0.004932658 1.66666667
## 2052 36 NPR1 -0.8931317 0.004932658 1.66666667
## 2053 36 ATP11A 0.5015364 0.004932658 1.66666667
## 2054 36 NPR2 -2.0769596 0.004932658 1.66666667
## 2055 36 ATP1A1 0.6178691 0.004932658 1.66666667
## 2056 36 AMPD3 -1.1400626 0.004932658 1.66666667
## 2057 36 ATP13A5 0.3757767 0.004932658 1.66666667
## 2058 36 NME5 0.7192744 0.004932658 1.66666667
## 2059 36 ATP6V1A 0.6504485 0.004932658 1.66666667
## 2060 36 NME3 0.5649069 0.004932658 1.66666667
## 2061 36 ATP6V0E2 0.4783848 0.004932658 1.66666667
## 2062 36 ATP2C1 0.5672868 0.004932658 1.66666667
## 2063 36 ATP9A -1.4010882 0.004932658 1.66666667
## 2064 36 ADK 1.7241557 0.004932658 1.66666667
## 2065 36 ATP6V0A1 0.9847533 0.004932658 1.66666667
## 2066 36 GUCY1B3 -0.7307321 0.004932658 1.66666667
## 2067 36 FLAD1 -0.2378469 0.004932658 1.66666667
## 2068 36 PRPS2 -1.5910835 0.004932658 1.66666667
## 2069 36 ATP8A1 1.3527361 0.004932658 1.66666667
## 2070 16 NRP2 -1.5153173 0.005273461 0.00000000
## 2071 16 EDN3 1.7639457 0.005273461 0.00000000
## 2072 16 RET 1.1952974 0.005273461 0.00000000
## 2073 16 EFNB1 -1.2760004 0.005273461 0.00000000
## 2074 16 EDN1 1.3813006 0.005273461 0.00000000
## 2075 16 TRIM28 -0.2401768 0.005273461 0.00000000
## 2076 16 LEF1 4.2312762 0.005273461 0.00000000
## 2077 16 TBX1 1.5705826 0.005273461 0.00000000
## 2078 16 SOX9 0.4360159 0.005273461 0.00000000
## 2079 16 EDNRB -3.1025597 0.005273461 0.00000000
## 2080 16 HOXA5 -0.8397310 0.005273461 0.00000000
## 2081 16 SEMA3F -0.9614271 0.005273461 0.00000000
## 2082 16 BCL2 -0.8192378 0.005273461 0.00000000
## 2083 16 FOXC2 -0.8402120 0.005273461 0.00000000
## 2084 16 SEMA3C 5.5156298 0.005273461 0.00000000
## 2085 16 FOXC1 2.0229256 0.005273461 0.00000000
## 2086 69 DLC1 -0.9707875 0.005136731 -0.60192927
## 2087 69 GNA13 0.3711599 0.005136731 -0.60192927
## 2088 69 ENAH -0.8317531 0.005136731 -0.60192927
## 2089 69 ACVRL1 0.5096903 0.005136731 -0.60192927
## 2090 69 EDN1 1.3813006 0.005136731 -0.60192927
## 2091 69 TGFB3 -1.6543120 0.005136731 -0.60192927
## 2092 69 GJA1 -0.8179480 0.005136731 -0.60192927
## 2093 69 TTN -0.6633600 0.005136731 -0.60192927
## 2094 69 ZIC2 1.5903616 0.005136731 -0.60192927
## 2095 69 CERKL 0.8624001 0.005136731 -0.60192927
## 2096 69 GATA6 -0.8680981 0.005136731 -0.60192927
## 2097 69 COL4A3BP 1.3971175 0.005136731 -0.60192927
## 2098 69 CHST11 0.4878666 0.005136731 -0.60192927
## 2099 69 GAB1 0.8795894 0.005136731 -0.60192927
## 2100 69 ANKRD11 -0.4816916 0.005136731 -0.60192927
## 2101 69 ETL4 -2.0147985 0.005136731 -0.60192927
## 2102 69 MKL2 1.1871092 0.005136731 -0.60192927
## 2103 69 AR -1.1537604 0.005136731 -0.60192927
## 2104 69 ADAM10 0.4370403 0.005136731 -0.60192927
## 2105 69 VANGL2 0.5220569 0.005136731 -0.60192927
## 2106 69 LEF1 4.2312762 0.005136731 -0.60192927
## 2107 69 MYH6 -1.6087011 0.005136731 -0.60192927
## 2108 69 ACVR2A -0.6891467 0.005136731 -0.60192927
## 2109 69 MIB1 -0.2899698 0.005136731 -0.60192927
## 2110 69 NDEL1 -1.4572172 0.005136731 -0.60192927
## 2111 69 GRN -0.5220210 0.005136731 -0.60192927
## 2112 69 PDGFRA -0.5362066 0.005136731 -0.60192927
## 2113 69 FOXC2 -0.8402120 0.005136731 -0.60192927
## 2114 69 FOXC1 2.0229256 0.005136731 -0.60192927
## 2115 69 EGFL8 0.7083324 0.005136731 -0.60192927
## 2116 69 PRDM1 -1.0592437 0.005136731 -0.60192927
## 2117 69 COBL -0.4528756 0.005136731 -0.60192927
## 2118 69 BBS4 0.7917331 0.005136731 -0.60192927
## 2119 69 TCAP -0.7520534 0.005136731 -0.60192927
## 2120 69 EGLN1 -0.5128686 0.005136731 -0.60192927
## 2121 69 ITGB1 -0.3208476 0.005136731 -0.60192927
## 2122 69 CHD7 -0.8202826 0.005136731 -0.60192927
## 2123 69 FBXW8 0.2606359 0.005136731 -0.60192927
## 2124 69 INPP5K 0.7417352 0.005136731 -0.60192927
## 2125 69 HOXA5 -0.8397310 0.005136731 -0.60192927
## 2126 69 SLC30A1 1.4627024 0.005136731 -0.60192927
## 2127 69 PKD2 -0.6848571 0.005136731 -0.60192927
## 2128 69 PLCD1 -0.5474868 0.005136731 -0.60192927
## 2129 69 AXIN2 2.2609655 0.005136731 -0.60192927
## 2130 69 PCSK5 -0.9179595 0.005136731 -0.60192927
## 2131 69 ENO1 0.6613974 0.005136731 -0.60192927
## 2132 69 TCF7 1.4753181 0.005136731 -0.60192927
## 2133 69 MAP2K1 -0.4628798 0.005136731 -0.60192927
## 2134 69 TGFBR2 0.9984773 0.005136731 -0.60192927
## 2135 69 NF1 -0.7011862 0.005136731 -0.60192927
## 2136 69 HSPG2 -1.8536889 0.005136731 -0.60192927
## 2137 69 PCDH12 -1.4947782 0.005136731 -0.60192927
## 2138 69 SMAD3 0.8885396 0.005136731 -0.60192927
## 2139 69 FZD3 1.6364110 0.005136731 -0.60192927
## 2140 69 TBX1 1.5705826 0.005136731 -0.60192927
## 2141 69 FZD6 1.3453589 0.005136731 -0.60192927
## 2142 69 HBA-A1 -1.5501629 0.005136731 -0.60192927
## 2143 69 HOXB4 -1.1697221 0.005136731 -0.60192927
## 2144 69 HBA-A2 -1.5726738 0.005136731 -0.60192927
## 2145 69 MEOX2 -4.5446336 0.005136731 -0.60192927
## 2146 69 MEOX1 -2.1677938 0.005136731 -0.60192927
## 2147 69 ZIC5 0.5712473 0.005136731 -0.60192927
## 2148 69 TSC2 0.4849051 0.005136731 -0.60192927
## 2149 69 TGFBR3 1.2105366 0.005136731 -0.60192927
## 2150 69 ATP6V0A1 0.9847533 0.005136731 -0.60192927
## 2151 69 HBEGF 1.1368100 0.005136731 -0.60192927
## 2152 69 AMOT 1.0877881 0.005136731 -0.60192927
## 2153 69 APAF1 -0.7626912 0.005136731 -0.60192927
## 2154 69 TCF15 -1.8189971 0.005136731 -0.60192927
## 2155 11 TNNT2 -4.2969393 0.005811078 -1.50755672
## 2156 11 MURC 1.6012508 0.005811078 -1.50755672
## 2157 11 ACTC1 -3.4079863 0.005811078 -1.50755672
## 2158 11 MYL2 -4.4515265 0.005811078 -1.50755672
## 2159 11 CNN3 -0.6783180 0.005811078 -1.50755672
## 2160 11 TCAP -0.7520534 0.005811078 -1.50755672
## 2161 11 LIMCH1 0.4431912 0.005811078 -1.50755672
## 2162 11 MYH6 -1.6087011 0.005811078 -1.50755672
## 2163 11 TTN -0.6633600 0.005811078 -1.50755672
## 2164 11 NEURL2 1.8678762 0.005811078 -1.50755672
## 2165 11 ITGB1 -0.3208476 0.005811078 -1.50755672
## 2166 35 SCHIP1 -0.9067536 0.007240790 -1.85933936
## 2167 35 CAV1 -0.9567264 0.007240790 -1.85933936
## 2168 35 MYL2 -4.4515265 0.007240790 -1.85933936
## 2169 35 TNC -0.4306758 0.007240790 -1.85933936
## 2170 35 UTRN 0.6515582 0.007240790 -1.85933936
## 2171 35 PDLIM3 -0.8876939 0.007240790 -1.85933936
## 2172 35 EGLN1 -0.5128686 0.007240790 -1.85933936
## 2173 35 TTN -0.6633600 0.007240790 -1.85933936
## 2174 35 ITGB1 -0.3208476 0.007240790 -1.85933936
## 2175 35 TGFB2 2.3031748 0.007240790 -1.85933936
## 2176 35 GATA6 -0.8680981 0.007240790 -1.85933936
## 2177 35 MKL2 1.1871092 0.007240790 -1.85933936
## 2178 35 PAK1 1.3962107 0.007240790 -1.85933936
## 2179 35 AGRN 0.9924072 0.007240790 -1.85933936
## 2180 35 UNC45B -0.5065688 0.007240790 -1.85933936
## 2181 35 ACTC1 -3.4079863 0.007240790 -1.85933936
## 2182 35 CRYAB -0.9114836 0.007240790 -1.85933936
## 2183 35 RXRA -0.3709072 0.007240790 -1.85933936
## 2184 35 NF1 -0.7011862 0.007240790 -1.85933936
## 2185 35 HSPG2 -1.8536889 0.007240790 -1.85933936
## 2186 35 MYLPF 1.0616846 0.007240790 -1.85933936
## 2187 35 TBX1 1.5705826 0.007240790 -1.85933936
## 2188 35 MYH6 -1.6087011 0.007240790 -1.85933936
## 2189 35 CD164 0.4820687 0.007240790 -1.85933936
## 2190 35 CSRP3 -0.9135559 0.007240790 -1.85933936
## 2191 35 FOXP1 0.9040130 0.007240790 -1.85933936
## 2192 35 TNNT2 -4.2969393 0.007240790 -1.85933936
## 2193 35 MURC 1.6012508 0.007240790 -1.85933936
## 2194 35 MEOX2 -4.5446336 0.007240790 -1.85933936
## 2195 35 PLN -2.0734027 0.007240790 -1.85933936
## 2196 35 TGFBR3 1.2105366 0.007240790 -1.85933936
## 2197 35 FOXC2 -0.8402120 0.007240790 -1.85933936
## 2198 35 FOXC1 2.0229256 0.007240790 -1.85933936
## 2199 35 TCF15 -1.8189971 0.007240790 -1.85933936
## 2200 35 F2R -2.1268269 0.007240790 -1.85933936
## 2201 31 NEPN -1.8400647 0.008341777 -0.89802651
## 2202 31 TNF -0.5241138 0.008341777 -0.89802651
## 2203 31 CADM1 1.8215955 0.008341777 -0.89802651
## 2204 31 SPOCK2 4.7286338 0.008341777 -0.89802651
## 2205 31 TNC -0.4306758 0.008341777 -0.89802651
## 2206 31 UTRN 0.6515582 0.008341777 -0.89802651
## 2207 31 POSTN -1.9800983 0.008341777 -0.89802651
## 2208 31 CDH2 1.2832653 0.008341777 -0.89802651
## 2209 31 TGFB2 2.3031748 0.008341777 -0.89802651
## 2210 31 PTK2 -0.6527904 0.008341777 -0.89802651
## 2211 31 PCDHB16 -0.5630452 0.008341777 -0.89802651
## 2212 31 FOXF2 3.1222777 0.008341777 -0.89802651
## 2213 31 AGRN 0.9924072 0.008341777 -0.89802651
## 2214 31 PAK1 1.3962107 0.008341777 -0.89802651
## 2215 31 VWA1 1.3735867 0.008341777 -0.89802651
## 2216 31 DPT -3.2040615 0.008341777 -0.89802651
## 2217 31 RECK 3.6926860 0.008341777 -0.89802651
## 2218 31 KLK8 -0.8917271 0.008341777 -0.89802651
## 2219 31 NF1 -0.7011862 0.008341777 -0.89802651
## 2220 31 CCDC80 -2.4799752 0.008341777 -0.89802651
## 2221 31 HSPG2 -1.8536889 0.008341777 -0.89802651
## 2222 31 NID1 -1.3734728 0.008341777 -0.89802651
## 2223 31 EMILIN1 -0.4076632 0.008341777 -0.89802651
## 2224 31 EGFLAM 0.8570897 0.008341777 -0.89802651
## 2225 31 FBLN5 -1.8087355 0.008341777 -0.89802651
## 2226 31 PDGFRA -0.5362066 0.008341777 -0.89802651
## 2227 31 FOXC2 -0.8402120 0.008341777 -0.89802651
## 2228 31 FOXC1 2.0229256 0.008341777 -0.89802651
## 2229 31 LAMC1 -0.9131959 0.008341777 -0.89802651
## 2230 31 CACNA1A 0.7432564 0.008341777 -0.89802651
## 2231 31 F2R -2.1268269 0.008341777 -0.89802651
## 2232 15 NRP2 -1.5153173 0.008873190 0.25819889
## 2233 15 EDN3 1.7639457 0.008873190 0.25819889
## 2234 15 RET 1.1952974 0.008873190 0.25819889
## 2235 15 EFNB1 -1.2760004 0.008873190 0.25819889
## 2236 15 EDN1 1.3813006 0.008873190 0.25819889
## 2237 15 TRIM28 -0.2401768 0.008873190 0.25819889
## 2238 15 LEF1 4.2312762 0.008873190 0.25819889
## 2239 15 TBX1 1.5705826 0.008873190 0.25819889
## 2240 15 SOX9 0.4360159 0.008873190 0.25819889
## 2241 15 EDNRB -3.1025597 0.008873190 0.25819889
## 2242 15 SEMA3F -0.9614271 0.008873190 0.25819889
## 2243 15 BCL2 -0.8192378 0.008873190 0.25819889
## 2244 15 FOXC2 -0.8402120 0.008873190 0.25819889
## 2245 15 SEMA3C 5.5156298 0.008873190 0.25819889
## 2246 15 FOXC1 2.0229256 0.008873190 0.25819889
## 2247 41 WNT5A 1.2678499 0.010267311 -1.40556386
## 2248 41 DLC1 -0.9707875 0.010267311 -1.40556386
## 2249 41 PPARD 0.6858954 0.010267311 -1.40556386
## 2250 41 CAV1 -0.9567264 0.010267311 -1.40556386
## 2251 41 FGFR3 -0.4419298 0.010267311 -1.40556386
## 2252 41 TNF -0.5241138 0.010267311 -1.40556386
## 2253 41 PTGS2 3.0743014 0.010267311 -1.40556386
## 2254 41 ADORA2A -1.6248646 0.010267311 -1.40556386
## 2255 41 E2F7 -0.5010296 0.010267311 -1.40556386
## 2256 41 PPARG -3.6760365 0.010267311 -1.40556386
## 2257 41 TGFB3 -1.6543120 0.010267311 -1.40556386
## 2258 41 PAWR -1.3423915 0.010267311 -1.40556386
## 2259 41 TIMP2 -1.4731891 0.010267311 -1.40556386
## 2260 41 SKAP2 -0.9585752 0.010267311 -1.40556386
## 2261 41 CD24A 0.8402202 0.010267311 -1.40556386
## 2262 41 FTH1 0.2544095 0.010267311 -1.40556386
## 2263 41 CDH5 -0.5147797 0.010267311 -1.40556386
## 2264 41 H19 -1.4869933 0.010267311 -1.40556386
## 2265 41 TGFB2 2.3031748 0.010267311 -1.40556386
## 2266 41 CTTNBP2 0.4650256 0.010267311 -1.40556386
## 2267 41 CD9 -0.7653465 0.010267311 -1.40556386
## 2268 41 CDKN2B 0.9001352 0.010267311 -1.40556386
## 2269 41 PTGES 1.1106779 0.010267311 -1.40556386
## 2270 41 ANG 1.7859395 0.010267311 -1.40556386
## 2271 41 BCL2 -0.8192378 0.010267311 -1.40556386
## 2272 41 ASPH -1.0012558 0.010267311 -1.40556386
## 2273 41 AXIN2 2.2609655 0.010267311 -1.40556386
## 2274 41 FGF2 -0.5859693 0.010267311 -1.40556386
## 2275 41 DPT -3.2040615 0.010267311 -1.40556386
## 2276 41 AR -1.1537604 0.010267311 -1.40556386
## 2277 41 NF1 -0.7011862 0.010267311 -1.40556386
## 2278 41 TGFBR2 0.9984773 0.010267311 -1.40556386
## 2279 41 NDFIP1 0.4020166 0.010267311 -1.40556386
## 2280 41 TRIM24 -0.4260120 0.010267311 -1.40556386
## 2281 41 IDO1 -0.5535398 0.010267311 -1.40556386
## 2282 41 VASH1 -0.6599811 0.010267311 -1.40556386
## 2283 41 CBLB -1.0784070 0.010267311 -1.40556386
## 2284 41 TSC2 0.4849051 0.010267311 -1.40556386
## 2285 41 TGFBR3 1.2105366 0.010267311 -1.40556386
## 2286 41 IGFBP3 -1.5387731 0.010267311 -1.40556386
## 2287 41 SMARCA2 0.6933511 0.010267311 -1.40556386
## 2288 124 GNA13 0.3711599 0.010650644 -0.53881591
## 2289 124 STK38 0.7217430 0.010650644 -0.53881591
## 2290 124 EDN1 1.3813006 0.010650644 -0.53881591
## 2291 124 ADCY6 -0.7557491 0.010650644 -0.53881591
## 2292 124 TIRAP 1.1891548 0.010650644 -0.53881591
## 2293 124 TGFB3 -1.6543120 0.010650644 -0.53881591
## 2294 124 TLR4 -1.4289149 0.010650644 -0.53881591
## 2295 124 ITPKB -1.5375458 0.010650644 -0.53881591
## 2296 124 FGF13 0.4341191 0.010650644 -0.53881591
## 2297 124 ITSN1 0.4589041 0.010650644 -0.53881591
## 2298 124 IQGAP1 0.5964467 0.010650644 -0.53881591
## 2299 124 MAP3K5 -2.5823383 0.010650644 -0.53881591
## 2300 124 RAB28 0.6242857 0.010650644 -0.53881591
## 2301 124 MDFIC -1.1217362 0.010650644 -0.53881591
## 2302 124 TIAM1 0.8203766 0.010650644 -0.53881591
## 2303 124 IFNG 0.2338462 0.010650644 -0.53881591
## 2304 124 GAB1 0.8795894 0.010650644 -0.53881591
## 2305 124 RAPGEF5 -0.9085571 0.010650644 -0.53881591
## 2306 124 RAB24 0.5639919 0.010650644 -0.53881591
## 2307 124 RAPGEF3 -0.7736624 0.010650644 -0.53881591
## 2308 124 SPRED1 -1.0401939 0.010650644 -0.53881591
## 2309 124 RAPGEF1 -0.8695919 0.010650644 -0.53881591
## 2310 124 NET1 2.1337566 0.010650644 -0.53881591
## 2311 124 RET 1.1952974 0.010650644 -0.53881591
## 2312 124 SOCS2 -0.5147131 0.010650644 -0.53881591
## 2313 124 RXRA -0.3709072 0.010650644 -0.53881591
## 2314 124 BAIAP2 0.5918840 0.010650644 -0.53881591
## 2315 124 SOCS6 0.4834925 0.010650644 -0.53881591
## 2316 124 MAP4K3 -0.5015354 0.010650644 -0.53881591
## 2317 124 TNS3 -0.3539310 0.010650644 -0.53881591
## 2318 124 MAP4K4 -0.5546999 0.010650644 -0.53881591
## 2319 124 PLCE1 -0.5838718 0.010650644 -0.53881591
## 2320 124 RASGRF2 -2.0588121 0.010650644 -0.53881591
## 2321 124 CAR8 -3.6993459 0.010650644 -0.53881591
## 2322 124 MAPK9 0.6855507 0.010650644 -0.53881591
## 2323 124 STMN1 0.8169131 0.010650644 -0.53881591
## 2324 124 NEURL2 1.8678762 0.010650644 -0.53881591
## 2325 124 UNC13C 0.5117994 0.010650644 -0.53881591
## 2326 124 ASB4 2.5238895 0.010650644 -0.53881591
## 2327 124 EPS8L2 0.6975885 0.010650644 -0.53881591
## 2328 124 WNT5A 1.2678499 0.010650644 -0.53881591
## 2329 124 CAV1 -0.9567264 0.010650644 -0.53881591
## 2330 124 FGFR3 -0.4419298 0.010650644 -0.53881591
## 2331 124 ADORA2A -1.6248646 0.010650644 -0.53881591
## 2332 124 MAP4K2 0.4707371 0.010650644 -0.53881591
## 2333 124 CDC42SE1 0.6811924 0.010650644 -0.53881591
## 2334 124 MYO9B -0.4576615 0.010650644 -0.53881591
## 2335 124 CHEK2 -1.7097425 0.010650644 -0.53881591
## 2336 124 ZAP70 0.9691435 0.010650644 -0.53881591
## 2337 124 RHOBTB1 1.1043716 0.010650644 -0.53881591
## 2338 124 TEC 0.8492222 0.010650644 -0.53881591
## 2339 124 GPR155 1.5341142 0.010650644 -0.53881591
## 2340 124 VAV3 -3.2720604 0.010650644 -0.53881591
## 2341 124 MAP2K1 -0.4628798 0.010650644 -0.53881591
## 2342 124 BMX 1.3892504 0.010650644 -0.53881591
## 2343 124 ALMS1 0.5198716 0.010650644 -0.53881591
## 2344 124 KAT5 0.4768200 0.010650644 -0.53881591
## 2345 124 SHANK3 -0.9320666 0.010650644 -0.53881591
## 2346 124 CBLB -1.0784070 0.010650644 -0.53881591
## 2347 124 ULK1 0.4108861 0.010650644 -0.53881591
## 2348 124 TSC2 0.4849051 0.010650644 -0.53881591
## 2349 124 RHEB 0.5187213 0.010650644 -0.53881591
## 2350 124 PRDX2 0.4945418 0.010650644 -0.53881591
## 2351 124 MCF2L -0.5195414 0.010650644 -0.53881591
## 2352 124 PLCB4 -0.8033203 0.010650644 -0.53881591
## 2353 124 MT2 3.3422036 0.010650644 -0.53881591
## 2354 124 GUCY1A2 -0.5579338 0.010650644 -0.53881591
## 2355 124 MT1 2.2178710 0.010650644 -0.53881591
## 2356 124 RAB6B -0.6097520 0.010650644 -0.53881591
## 2357 124 RHOD 0.6047675 0.010650644 -0.53881591
## 2358 124 NOS2 -0.7167468 0.010650644 -0.53881591
## 2359 124 FGF2 -0.5859693 0.010650644 -0.53881591
## 2360 124 AGPAT1 0.7000593 0.010650644 -0.53881591
## 2361 124 AR -1.1537604 0.010650644 -0.53881591
## 2362 124 LYN -0.7283980 0.010650644 -0.53881591
## 2363 124 PTGER4 -1.0537890 0.010650644 -0.53881591
## 2364 124 ARHGEF7 -0.9810444 0.010650644 -0.53881591
## 2365 124 ARHGEF6 -0.8665290 0.010650644 -0.53881591
## 2366 124 PIK3C2B -2.4683793 0.010650644 -0.53881591
## 2367 124 ADIPOR2 0.7574469 0.010650644 -0.53881591
## 2368 124 TIFA 0.8288202 0.010650644 -0.53881591
## 2369 124 SLC9A3R1 0.6445308 0.010650644 -0.53881591
## 2370 124 DAPK2 -0.7563133 0.010650644 -0.53881591
## 2371 124 FLNA -0.6730172 0.010650644 -0.53881591
## 2372 124 ARL3 0.4874493 0.010650644 -0.53881591
## 2373 124 PRKCB 2.0486665 0.010650644 -0.53881591
## 2374 124 DAPK1 1.6371754 0.010650644 -0.53881591
## 2375 124 PRKD1 -1.5052004 0.010650644 -0.53881591
## 2376 124 PRKD2 -0.7877410 0.010650644 -0.53881591
## 2377 124 MURC 1.6012508 0.010650644 -0.53881591
## 2378 124 CCND1 -1.6451473 0.010650644 -0.53881591
## 2379 124 DOK4 -0.7964436 0.010650644 -0.53881591
## 2380 124 CD81 -0.5231352 0.010650644 -0.53881591
## 2381 124 PPM1L 0.6600464 0.010650644 -0.53881591
## 2382 124 GUCY1B3 -0.7307321 0.010650644 -0.53881591
## 2383 124 NRK -0.6364746 0.010650644 -0.53881591
## 2384 124 ARL4C -0.4551789 0.010650644 -0.53881591
## 2385 124 ARL4A 1.5342576 0.010650644 -0.53881591
## 2386 124 TNF -0.5241138 0.010650644 -0.53881591
## 2387 124 NR3C1 0.3773807 0.010650644 -0.53881591
## 2388 124 KIT -1.7946208 0.010650644 -0.53881591
## 2389 124 PLEKHG3 -0.6694064 0.010650644 -0.53881591
## 2390 124 PLEKHG2 -0.6102567 0.010650644 -0.53881591
## 2391 124 DGKD -1.1848871 0.010650644 -0.53881591
## 2392 124 RASGRP4 0.4342518 0.010650644 -0.53881591
## 2393 124 SOS1 0.6901445 0.010650644 -0.53881591
## 2394 124 PKD2 -0.6848571 0.010650644 -0.53881591
## 2395 124 PLCD1 -0.5474868 0.010650644 -0.53881591
## 2396 124 MSH6 0.4689760 0.010650644 -0.53881591
## 2397 124 NF1 -0.7011862 0.010650644 -0.53881591
## 2398 124 NPR1 -0.8931317 0.010650644 -0.53881591
## 2399 124 DGKH -0.9312461 0.010650644 -0.53881591
## 2400 124 NPR2 -2.0769596 0.010650644 -0.53881591
## 2401 124 RCAN2 1.1425555 0.010650644 -0.53881591
## 2402 124 SH3BP5 -0.7996248 0.010650644 -0.53881591
## 2403 124 ICK 0.4702803 0.010650644 -0.53881591
## 2404 124 RPS6KA1 0.5728985 0.010650644 -0.53881591
## 2405 124 RPS6KA2 -1.6764208 0.010650644 -0.53881591
## 2406 124 GSK3B 0.4631170 0.010650644 -0.53881591
## 2407 124 JAK1 -0.8779357 0.010650644 -0.53881591
## 2408 124 CHN2 1.9067284 0.010650644 -0.53881591
## 2409 124 F2R -2.1268269 0.010650644 -0.53881591
## 2410 124 HTR2A 0.8223105 0.010650644 -0.53881591
## 2411 124 IFI204 -1.9112759 0.010650644 -0.53881591
## 2412 43 NRP2 -1.5153173 0.010706509 0.15249857
## 2413 43 EDN3 1.7639457 0.010706509 0.15249857
## 2414 43 SCHIP1 -0.9067536 0.010706509 0.15249857
## 2415 43 PPARD 0.6858954 0.010706509 0.15249857
## 2416 43 SHROOM2 0.6032635 0.010706509 0.15249857
## 2417 43 TNF -0.5241138 0.010706509 0.15249857
## 2418 43 NRP1 -1.1412315 0.010706509 0.15249857
## 2419 43 IL16 -0.6437575 0.010706509 0.15249857
## 2420 43 FUT8 1.2998120 0.010706509 0.15249857
## 2421 43 GJA1 -0.8179480 0.010706509 0.15249857
## 2422 43 CDH2 1.2832653 0.010706509 0.15249857
## 2423 43 KIT -1.7946208 0.010706509 0.15249857
## 2424 43 PRKG1 1.1116695 0.010706509 0.15249857
## 2425 43 CD2AP 0.8355163 0.010706509 0.15249857
## 2426 43 CD24A 0.8402202 0.010706509 0.15249857
## 2427 43 ITGB1 -0.3208476 0.010706509 0.15249857
## 2428 43 TGFB2 2.3031748 0.010706509 0.15249857
## 2429 43 CTTNBP2 0.4650256 0.010706509 0.15249857
## 2430 43 EDNRB -3.1025597 0.010706509 0.15249857
## 2431 43 PTK2 -0.6527904 0.010706509 0.15249857
## 2432 43 CERKL 0.8624001 0.010706509 0.15249857
## 2433 43 CXCR4 -2.5647537 0.010706509 0.15249857
## 2434 43 SEMA3F -0.9614271 0.010706509 0.15249857
## 2435 43 IFNG 0.2338462 0.010706509 0.15249857
## 2436 43 SEMA3C 5.5156298 0.010706509 0.15249857
## 2437 43 FMNL1 -1.7516041 0.010706509 0.15249857
## 2438 43 PLAT 1.6281646 0.010706509 0.15249857
## 2439 43 RET 1.1952974 0.010706509 0.15249857
## 2440 43 VAV3 -3.2720604 0.010706509 0.15249857
## 2441 43 EFNB1 -1.2760004 0.010706509 0.15249857
## 2442 43 ITGA3 0.6590656 0.010706509 0.15249857
## 2443 43 TBX1 1.5705826 0.010706509 0.15249857
## 2444 43 TNS3 -0.3539310 0.010706509 0.15249857
## 2445 43 NDEL1 -1.4572172 0.010706509 0.15249857
## 2446 43 SYNE2 -0.8645887 0.010706509 0.15249857
## 2447 43 NAV1 -0.3825694 0.010706509 0.15249857
## 2448 43 ULK1 0.4108861 0.010706509 0.15249857
## 2449 43 FYN -1.6589775 0.010706509 0.15249857
## 2450 43 HBEGF 1.1368100 0.010706509 0.15249857
## 2451 43 AMOT 1.0877881 0.010706509 0.15249857
## 2452 43 FOXC1 2.0229256 0.010706509 0.15249857
## 2453 43 LRP8 3.3563987 0.010706509 0.15249857
## 2454 43 LAMC1 -0.9131959 0.010706509 0.15249857
## 2455 51 ATP5E 0.3125334 0.010758397 2.94058818
## 2456 51 NAMPT 1.7824726 0.010758397 2.94058818
## 2457 51 HPRT 0.6275924 0.010758397 2.94058818
## 2458 51 ATP1B2 -1.1594880 0.010758397 2.94058818
## 2459 51 ADCY6 -0.7557491 0.010758397 2.94058818
## 2460 51 G6PDX 0.7531315 0.010758397 2.94058818
## 2461 51 ATP10A 4.1988042 0.010758397 2.94058818
## 2462 51 ATP10D 0.7066596 0.010758397 2.94058818
## 2463 51 RORA 0.7023584 0.010758397 2.94058818
## 2464 51 TGFB2 2.3031748 0.010758397 2.94058818
## 2465 51 ALAS1 2.7287605 0.010758397 2.94058818
## 2466 51 ATP2B4 -1.8662842 0.010758397 2.94058818
## 2467 51 HDC -0.5597738 0.010758397 2.94058818
## 2468 51 GUCY1A2 -0.5579338 0.010758397 2.94058818
## 2469 51 ATP8B1 -2.1074006 0.010758397 2.94058818
## 2470 51 NOS2 -0.7167468 0.010758397 2.94058818
## 2471 51 DDAH1 2.2459707 0.010758397 2.94058818
## 2472 51 ATP5H 0.4540141 0.010758397 2.94058818
## 2473 51 IMPDH1 0.7050896 0.010758397 2.94058818
## 2474 51 DDC 4.4833378 0.010758397 2.94058818
## 2475 51 ATP6V1A 0.6504485 0.010758397 2.94058818
## 2476 51 NME5 0.7192744 0.010758397 2.94058818
## 2477 51 GLUL 1.5535760 0.010758397 2.94058818
## 2478 51 NME3 0.5649069 0.010758397 2.94058818
## 2479 51 RFK 0.4079293 0.010758397 2.94058818
## 2480 51 ATP2C1 0.5672868 0.010758397 2.94058818
## 2481 51 ADK 1.7241557 0.010758397 2.94058818
## 2482 51 ATP9A -1.4010882 0.010758397 2.94058818
## 2483 51 GUCY1B3 -0.7307321 0.010758397 2.94058818
## 2484 51 UROD 0.6962671 0.010758397 2.94058818
## 2485 51 FLAD1 -0.2378469 0.010758397 2.94058818
## 2486 51 PRPS2 -1.5910835 0.010758397 2.94058818
## 2487 51 PRODH 0.4696541 0.010758397 2.94058818
## 2488 51 PTH2 -0.2315507 0.010758397 2.94058818
## 2489 51 CTPS2 0.5610990 0.010758397 2.94058818
## 2490 51 ATP5G3 0.3349511 0.010758397 2.94058818
## 2491 51 ALDH4A1 0.3012145 0.010758397 2.94058818
## 2492 51 PAPSS1 0.6030723 0.010758397 2.94058818
## 2493 51 MOCS2 0.6511192 0.010758397 2.94058818
## 2494 51 NOS1 0.4966184 0.010758397 2.94058818
## 2495 51 ATP11B 0.8076871 0.010758397 2.94058818
## 2496 51 ATP11A 0.5015364 0.010758397 2.94058818
## 2497 51 NPR1 -0.8931317 0.010758397 2.94058818
## 2498 51 NPR2 -2.0769596 0.010758397 2.94058818
## 2499 51 ATP1A1 0.6178691 0.010758397 2.94058818
## 2500 51 AMPD3 -1.1400626 0.010758397 2.94058818
## 2501 51 ATP13A5 0.3757767 0.010758397 2.94058818
## 2502 51 ATP6V0E2 0.4783848 0.010758397 2.94058818
## 2503 51 ATP6V0A1 0.9847533 0.010758397 2.94058818
## 2504 51 THNSL1 0.4834016 0.010758397 2.94058818
## 2505 51 ATP8A1 1.3527361 0.010758397 2.94058818
## 2506 15 NRP2 -1.5153173 0.012946656 0.25819889
## 2507 15 EDN3 1.7639457 0.012946656 0.25819889
## 2508 15 RET 1.1952974 0.012946656 0.25819889
## 2509 15 EFNB1 -1.2760004 0.012946656 0.25819889
## 2510 15 EDN1 1.3813006 0.012946656 0.25819889
## 2511 15 TRIM28 -0.2401768 0.012946656 0.25819889
## 2512 15 LEF1 4.2312762 0.012946656 0.25819889
## 2513 15 TBX1 1.5705826 0.012946656 0.25819889
## 2514 15 SOX9 0.4360159 0.012946656 0.25819889
## 2515 15 EDNRB -3.1025597 0.012946656 0.25819889
## 2516 15 SEMA3F -0.9614271 0.012946656 0.25819889
## 2517 15 BCL2 -0.8192378 0.012946656 0.25819889
## 2518 15 FOXC2 -0.8402120 0.012946656 0.25819889
## 2519 15 SEMA3C 5.5156298 0.012946656 0.25819889
## 2520 15 FOXC1 2.0229256 0.012946656 0.25819889
## 2521 34 DLC1 -0.9707875 0.013669994 -2.05798302
## 2522 34 SHROOM1 1.6359607 0.013669994 -2.05798302
## 2523 34 TLN1 -0.3368527 0.013669994 -2.05798302
## 2524 34 ENAH -0.8317531 0.013669994 -2.05798302
## 2525 34 MYL2 -4.4515265 0.013669994 -2.05798302
## 2526 34 CNN3 -0.6783180 0.013669994 -2.05798302
## 2527 34 TCAP -0.7520534 0.013669994 -2.05798302
## 2528 34 PDLIM3 -0.8876939 0.013669994 -2.05798302
## 2529 34 MYO9B -0.4576615 0.013669994 -2.05798302
## 2530 34 DAAM1 -0.5469234 0.013669994 -2.05798302
## 2531 34 TTN -0.6633600 0.013669994 -2.05798302
## 2532 34 ITGB1 -0.3208476 0.013669994 -2.05798302
## 2533 34 CTTNBP2 0.4650256 0.013669994 -2.05798302
## 2534 34 ANG 1.7859395 0.013669994 -2.05798302
## 2535 34 BCL2 -0.8192378 0.013669994 -2.05798302
## 2536 34 EHD2 -1.5730829 0.013669994 -2.05798302
## 2537 34 FMNL1 -1.7516041 0.013669994 -2.05798302
## 2538 34 ACTC1 -3.4079863 0.013669994 -2.05798302
## 2539 34 NF1 -0.7011862 0.013669994 -2.05798302
## 2540 34 RICTOR 0.4855976 0.013669994 -2.05798302
## 2541 34 MYH6 -1.6087011 0.013669994 -2.05798302
## 2542 34 FLNA -0.6730172 0.013669994 -2.05798302
## 2543 34 CORO1C -0.6524356 0.013669994 -2.05798302
## 2544 34 TNNT2 -4.2969393 0.013669994 -2.05798302
## 2545 34 MURC 1.6012508 0.013669994 -2.05798302
## 2546 34 MYRIP 0.7350114 0.013669994 -2.05798302
## 2547 34 EPS8 1.1645216 0.013669994 -2.05798302
## 2548 34 ATP2C1 0.5672868 0.013669994 -2.05798302
## 2549 34 LIMCH1 0.4431912 0.013669994 -2.05798302
## 2550 34 ACAP2 -0.3690319 0.013669994 -2.05798302
## 2551 34 NEURL2 1.8678762 0.013669994 -2.05798302
## 2552 34 ABL2 0.5324753 0.013669994 -2.05798302
## 2553 34 DBN1 -0.3198132 0.013669994 -2.05798302
## 2554 34 FHOD1 -0.5541577 0.013669994 -2.05798302
## 2555 12 NRP2 -1.5153173 0.013674338 0.57735027
## 2556 12 EDNRB -3.1025597 0.013674338 0.57735027
## 2557 12 EDN3 1.7639457 0.013674338 0.57735027
## 2558 12 RET 1.1952974 0.013674338 0.57735027
## 2559 12 EFNB1 -1.2760004 0.013674338 0.57735027
## 2560 12 SEMA3F -0.9614271 0.013674338 0.57735027
## 2561 12 EDN1 1.3813006 0.013674338 0.57735027
## 2562 12 SEMA3C 5.5156298 0.013674338 0.57735027
## 2563 12 FOXC2 -0.8402120 0.013674338 0.57735027
## 2564 12 FOXC1 2.0229256 0.013674338 0.57735027
## 2565 12 TBX1 1.5705826 0.013674338 0.57735027
## 2566 12 SOX9 0.4360159 0.013674338 0.57735027
## 2567 12 NRP2 -1.5153173 0.013674338 0.57735027
## 2568 12 EDNRB -3.1025597 0.013674338 0.57735027
## 2569 12 EDN3 1.7639457 0.013674338 0.57735027
## 2570 12 RET 1.1952974 0.013674338 0.57735027
## 2571 12 EFNB1 -1.2760004 0.013674338 0.57735027
## 2572 12 SEMA3F -0.9614271 0.013674338 0.57735027
## 2573 12 EDN1 1.3813006 0.013674338 0.57735027
## 2574 12 SEMA3C 5.5156298 0.013674338 0.57735027
## 2575 12 FOXC2 -0.8402120 0.013674338 0.57735027
## 2576 12 FOXC1 2.0229256 0.013674338 0.57735027
## 2577 12 TBX1 1.5705826 0.013674338 0.57735027
## 2578 12 SOX9 0.4360159 0.013674338 0.57735027
## 2579 51 EDN1 1.3813006 0.013790461 -0.70014004
## 2580 51 ADCY6 -0.7557491 0.013790461 -0.70014004
## 2581 51 TGFB3 -1.6543120 0.013790461 -0.70014004
## 2582 51 TIRAP 1.1891548 0.013790461 -0.70014004
## 2583 51 PRDX2 0.4945418 0.013790461 -0.70014004
## 2584 51 TLR4 -1.4289149 0.013790461 -0.70014004
## 2585 51 MAP3K5 -2.5823383 0.013790461 -0.70014004
## 2586 51 CERKL 0.8624001 0.013790461 -0.70014004
## 2587 51 MDFIC -1.1217362 0.013790461 -0.70014004
## 2588 51 ANG 1.7859395 0.013790461 -0.70014004
## 2589 51 GAB1 0.8795894 0.013790461 -0.70014004
## 2590 51 CAT 0.6619803 0.013790461 -0.70014004
## 2591 51 CEACAM2 2.2038350 0.013790461 -0.70014004
## 2592 51 FGF2 -0.5859693 0.013790461 -0.70014004
## 2593 51 PTGER4 -1.0537890 0.013790461 -0.70014004
## 2594 51 THY1 -0.5538562 0.013790461 -0.70014004
## 2595 51 JMY 0.8235245 0.013790461 -0.70014004
## 2596 51 PLCE1 -0.5838718 0.013790461 -0.70014004
## 2597 51 NDEL1 -1.4572172 0.013790461 -0.70014004
## 2598 51 HIPK3 0.4209051 0.013790461 -0.70014004
## 2599 51 CD81 -0.5231352 0.013790461 -0.70014004
## 2600 51 ERN1 0.7331847 0.013790461 -0.70014004
## 2601 51 NRK -0.6364746 0.013790461 -0.70014004
## 2602 51 CAV1 -0.9567264 0.013790461 -0.70014004
## 2603 51 MTDH -0.4614407 0.013790461 -0.70014004
## 2604 51 TNF -0.5241138 0.013790461 -0.70014004
## 2605 51 ADORA2A -1.6248646 0.013790461 -0.70014004
## 2606 51 ABHD5 0.3971589 0.013790461 -0.70014004
## 2607 51 KIT -1.7946208 0.013790461 -0.70014004
## 2608 51 CD24A 0.8402202 0.013790461 -0.70014004
## 2609 51 GCLM 0.6004267 0.013790461 -0.70014004
## 2610 51 SERINC5 0.5369720 0.013790461 -0.70014004
## 2611 51 DGKD -1.1848871 0.013790461 -0.70014004
## 2612 51 BCL2 -0.8192378 0.013790461 -0.70014004
## 2613 51 MTCH1 -0.5451250 0.013790461 -0.70014004
## 2614 51 HIP1 0.8382696 0.013790461 -0.70014004
## 2615 51 VAV3 -3.2720604 0.013790461 -0.70014004
## 2616 51 MAP2K1 -0.4628798 0.013790461 -0.70014004
## 2617 51 TGFBR2 0.9984773 0.013790461 -0.70014004
## 2618 51 NF1 -0.7011862 0.013790461 -0.70014004
## 2619 51 EDA2R -0.7244124 0.013790461 -0.70014004
## 2620 51 DGKH -0.9312461 0.013790461 -0.70014004
## 2621 51 RNF7 0.3447189 0.013790461 -0.70014004
## 2622 51 IFT57 0.5874246 0.013790461 -0.70014004
## 2623 51 TSC2 0.4849051 0.013790461 -0.70014004
## 2624 51 TGFBR3 1.2105366 0.013790461 -0.70014004
## 2625 51 LRP8 3.3563987 0.013790461 -0.70014004
## 2626 51 APAF1 -0.7626912 0.013790461 -0.70014004
## 2627 51 CALM2 -0.2896489 0.013790461 -0.70014004
## 2628 51 HTR2A 0.8223105 0.013790461 -0.70014004
## 2629 51 F2R -2.1268269 0.013790461 -0.70014004
## 2630 35 ACOX1 0.7434649 0.013826216 3.21158617
## 2631 35 PPARD 0.6858954 0.013826216 3.21158617
## 2632 35 CPT2 0.5981488 0.013826216 3.21158617
## 2633 35 ECH1 0.6439660 0.013826216 3.21158617
## 2634 35 PTGS2 3.0743014 0.013826216 3.21158617
## 2635 35 ABHD5 0.3971589 0.013826216 3.21158617
## 2636 35 PTGS1 -1.0167608 0.013826216 3.21158617
## 2637 35 ACOT1 0.3447297 0.013826216 3.21158617
## 2638 35 SC4MOL 0.8632766 0.013826216 3.21158617
## 2639 35 FAR1 -0.2800716 0.013826216 3.21158617
## 2640 35 PRKAR2B 2.3890438 0.013826216 3.21158617
## 2641 35 FAR2 4.3342270 0.013826216 3.21158617
## 2642 35 ACOT7 -0.7312229 0.013826216 3.21158617
## 2643 35 TPI1 0.8076741 0.013826216 3.21158617
## 2644 35 PTGES 1.1106779 0.013826216 3.21158617
## 2645 35 CH25H 2.6691050 0.013826216 3.21158617
## 2646 35 ELOVL7 5.1848686 0.013826216 3.21158617
## 2647 35 PRKAA2 -0.4506602 0.013826216 3.21158617
## 2648 35 HSD17B4 0.5050424 0.013826216 3.21158617
## 2649 35 HADH 0.7630871 0.013826216 3.21158617
## 2650 35 ACSL3 2.4464795 0.013826216 3.21158617
## 2651 35 ACSL6 0.3600899 0.013826216 3.21158617
## 2652 35 ACSL5 -0.3634335 0.013826216 3.21158617
## 2653 35 SCD2 1.4493419 0.013826216 3.21158617
## 2654 35 ACNAT1 0.7319233 0.013826216 3.21158617
## 2655 35 PRKAB1 0.6792390 0.013826216 3.21158617
## 2656 35 FADS3 -1.5897039 0.013826216 3.21158617
## 2657 35 ADIPOR2 0.7574469 0.013826216 3.21158617
## 2658 35 PHYH 1.1297593 0.013826216 3.21158617
## 2659 35 CPT1A 0.9598796 0.013826216 3.21158617
## 2660 35 ANKRD23 -0.3758442 0.013826216 3.21158617
## 2661 35 FABP4 -6.0063746 0.013826216 3.21158617
## 2662 35 H2-KE6 0.5847254 0.013826216 3.21158617
## 2663 35 DEGS2 3.0108475 0.013826216 3.21158617
## 2664 35 MGST2 1.4910952 0.013826216 3.21158617
## 2665 22 VAV3 -3.2720604 0.013640615 0.00000000
## 2666 22 AGFG1 1.3809748 0.013640615 0.00000000
## 2667 22 TBC1D9 -0.5675936 0.013640615 0.00000000
## 2668 22 NF1 -0.7011862 0.013640615 0.00000000
## 2669 22 ASAP2 -1.5758740 0.013640615 0.00000000
## 2670 22 ASAP3 0.8332254 0.013640615 0.00000000
## 2671 22 RICTOR 0.4855976 0.013640615 0.00000000
## 2672 22 TBC1D22A -0.8307036 0.013640615 0.00000000
## 2673 22 THY1 -0.5538562 0.013640615 0.00000000
## 2674 22 SMAP1 0.6551348 0.013640615 0.00000000
## 2675 22 NDEL1 -1.4572172 0.013640615 0.00000000
## 2676 22 TBC1D12 0.5555830 0.013640615 0.00000000
## 2677 22 CHML -0.9730627 0.013640615 0.00000000
## 2678 22 TBC1D14 1.7027601 0.013640615 0.00000000
## 2679 22 TSC2 0.4849051 0.013640615 0.00000000
## 2680 22 TBC1D13 1.3111621 0.013640615 0.00000000
## 2681 22 ACAP2 -0.3690319 0.013640615 0.00000000
## 2682 22 TBC1D4 2.5263297 0.013640615 0.00000000
## 2683 22 TBC1D30 0.4040445 0.013640615 0.00000000
## 2684 22 ARAP3 -0.5313069 0.013640615 0.00000000
## 2685 22 ARAP2 1.0662260 0.013640615 0.00000000
## 2686 22 ARAP1 -0.3623889 0.013640615 0.00000000
## 2687 21 TXNIP -1.0032635 0.014560576 1.09108945
## 2688 21 PXDN -3.3473042 0.014560576 1.09108945
## 2689 21 MAP2K1 -0.4628798 0.014560576 1.09108945
## 2690 21 GATM 5.2907160 0.014560576 1.09108945
## 2691 21 PTGS2 3.0743014 0.014560576 1.09108945
## 2692 21 ATOX1 1.2381989 0.014560576 1.09108945
## 2693 21 PTGS1 -1.0167608 0.014560576 1.09108945
## 2694 21 PRND -2.6433152 0.014560576 1.09108945
## 2695 21 G6PDX 0.7531315 0.014560576 1.09108945
## 2696 21 PRDX2 0.4945418 0.014560576 1.09108945
## 2697 21 MYH7 -0.4684236 0.014560576 1.09108945
## 2698 21 GCLM 0.6004267 0.014560576 1.09108945
## 2699 21 PARK7 0.6154578 0.014560576 1.09108945
## 2700 21 NME5 0.7192744 0.014560576 1.09108945
## 2701 21 APOE 0.8698346 0.014560576 1.09108945
## 2702 21 BCL2 -0.8192378 0.014560576 1.09108945
## 2703 21 GAB1 0.8795894 0.014560576 1.09108945
## 2704 21 CYGB -0.4656836 0.014560576 1.09108945
## 2705 21 CAT 0.6619803 0.014560576 1.09108945
## 2706 21 PRNP 1.0410868 0.014560576 1.09108945
## 2707 21 DHCR24 0.7846587 0.014560576 1.09108945
## 2708 9 TNNT2 -4.2969393 0.014981248 -1.66666667
## 2709 9 MURC 1.6012508 0.014981248 -1.66666667
## 2710 9 ACTC1 -3.4079863 0.014981248 -1.66666667
## 2711 9 MYL2 -4.4515265 0.014981248 -1.66666667
## 2712 9 TCAP -0.7520534 0.014981248 -1.66666667
## 2713 9 MYH6 -1.6087011 0.014981248 -1.66666667
## 2714 9 TTN -0.6633600 0.014981248 -1.66666667
## 2715 9 NEURL2 1.8678762 0.014981248 -1.66666667
## 2716 9 ITGB1 -0.3208476 0.014981248 -1.66666667
## 2717 25 WNT5A 1.2678499 0.014730332 -1.80000000
## 2718 25 CAV1 -0.9567264 0.014730332 -1.80000000
## 2719 25 FGFR3 -0.4419298 0.014730332 -1.80000000
## 2720 25 TNF -0.5241138 0.014730332 -1.80000000
## 2721 25 TIRAP 1.1891548 0.014730332 -1.80000000
## 2722 25 TGFB3 -1.6543120 0.014730332 -1.80000000
## 2723 25 PRDX2 0.4945418 0.014730332 -1.80000000
## 2724 25 ITPKB -1.5375458 0.014730332 -1.80000000
## 2725 25 FGF13 0.4341191 0.014730332 -1.80000000
## 2726 25 MAP3K5 -2.5823383 0.014730332 -1.80000000
## 2727 25 MDFIC -1.1217362 0.014730332 -1.80000000
## 2728 25 GAB1 0.8795894 0.014730332 -1.80000000
## 2729 25 SPRED1 -1.0401939 0.014730332 -1.80000000
## 2730 25 FGF2 -0.5859693 0.014730332 -1.80000000
## 2731 25 RET 1.1952974 0.014730332 -1.80000000
## 2732 25 MAP2K1 -0.4628798 0.014730332 -1.80000000
## 2733 25 NF1 -0.7011862 0.014730332 -1.80000000
## 2734 25 SHANK3 -0.9320666 0.014730332 -1.80000000
## 2735 25 PLCE1 -0.5838718 0.014730332 -1.80000000
## 2736 25 DOK4 -0.7964436 0.014730332 -1.80000000
## 2737 25 CD81 -0.5231352 0.014730332 -1.80000000
## 2738 25 MAPK9 0.6855507 0.014730332 -1.80000000
## 2739 25 PPM1L 0.6600464 0.014730332 -1.80000000
## 2740 25 NRK -0.6364746 0.014730332 -1.80000000
## 2741 25 F2R -2.1268269 0.014730332 -1.80000000
## 2742 94 ACOX1 0.7434649 0.020607718 3.91940074
## 2743 94 STEAP4 -1.0645719 0.020607718 3.91940074
## 2744 94 D2HGDH 0.4210243 0.020607718 3.91940074
## 2745 94 PXDN -3.3473042 0.020607718 3.91940074
## 2746 94 KDM6A 0.5337429 0.020607718 3.91940074
## 2747 94 ALDH1L1 -0.4681341 0.020607718 3.91940074
## 2748 94 PTGS2 3.0743014 0.020607718 3.91940074
## 2749 94 CYP2J6 -0.9309146 0.020607718 3.91940074
## 2750 94 G6PDX 0.7531315 0.020607718 3.91940074
## 2751 94 PTGS1 -1.0167608 0.020607718 3.91940074
## 2752 94 PRDX2 0.4945418 0.020607718 3.91940074
## 2753 94 SC4MOL 0.8632766 0.020607718 3.91940074
## 2754 94 BC026585 -0.4919124 0.020607718 3.91940074
## 2755 94 FAR1 -0.2800716 0.020607718 3.91940074
## 2756 94 FAR2 4.3342270 0.020607718 3.91940074
## 2757 94 NDUFS6 0.5229578 0.020607718 3.91940074
## 2758 94 HMOX2 -0.4664666 0.020607718 3.91940074
## 2759 94 NDUFS4 0.5947243 0.020607718 3.91940074
## 2760 94 CYP39A1 1.0527763 0.020607718 3.91940074
## 2761 94 PLOD1 -1.2735173 0.020607718 3.91940074
## 2762 94 TECRL 1.4409456 0.020607718 3.91940074
## 2763 94 CH25H 2.6691050 0.020607718 3.91940074
## 2764 94 MICAL1 0.3486104 0.020607718 3.91940074
## 2765 94 SMOX 0.7183760 0.020607718 3.91940074
## 2766 94 NOS2 -0.7167468 0.020607718 3.91940074
## 2767 94 ASPH -1.0012558 0.020607718 3.91940074
## 2768 94 CAT 0.6619803 0.020607718 3.91940074
## 2769 94 HADH 0.7630871 0.020607718 3.91940074
## 2770 94 IMPDH1 0.7050896 0.020607718 3.91940074
## 2771 94 DHCR24 0.7846587 0.020607718 3.91940074
## 2772 94 CTBP2 0.4262190 0.020607718 3.91940074
## 2773 94 CYP1A1 -1.5564060 0.020607718 3.91940074
## 2774 94 MICAL2 -1.1802852 0.020607718 3.91940074
## 2775 94 F8 -0.5775755 0.020607718 3.91940074
## 2776 94 DECR1 0.9319658 0.020607718 3.91940074
## 2777 94 CYP2E1 2.4913518 0.020607718 3.91940074
## 2778 94 CYB5B 1.0679666 0.020607718 3.91940074
## 2779 94 DHRS7C -0.4201368 0.020607718 3.91940074
## 2780 94 TECR 0.8028654 0.020607718 3.91940074
## 2781 94 POR 0.5795204 0.020607718 3.91940074
## 2782 94 VAT1 1.2598953 0.020607718 3.91940074
## 2783 94 SCCPDH 0.7978072 0.020607718 3.91940074
## 2784 94 DHRS3 -1.5466216 0.020607718 3.91940074
## 2785 94 F5 1.0342927 0.020607718 3.91940074
## 2786 94 H2-KE6 0.5847254 0.020607718 3.91940074
## 2787 94 PCYOX1 1.1710483 0.020607718 3.91940074
## 2788 94 ZADH2 0.4537001 0.020607718 3.91940074
## 2789 94 DEGS2 3.0108475 0.020607718 3.91940074
## 2790 94 G6PD2 0.4299474 0.020607718 3.91940074
## 2791 94 ALDH9A1 0.9152142 0.020607718 3.91940074
## 2792 94 PRODH 0.4696541 0.020607718 3.91940074
## 2793 94 XDH -0.5822439 0.020607718 3.91940074
## 2794 94 CYP51 1.1453600 0.020607718 3.91940074
## 2795 94 NDUFB3 0.5499789 0.020607718 3.91940074
## 2796 94 NDUFB6 0.5415446 0.020607718 3.91940074
## 2797 94 SORD 0.5704929 0.020607718 3.91940074
## 2798 94 ADHFE1 -1.3859644 0.020607718 3.91940074
## 2799 94 NDUFB8 0.4313367 0.020607718 3.91940074
## 2800 94 EGLN3 -0.7357847 0.020607718 3.91940074
## 2801 94 ADH5 0.5465136 0.020607718 3.91940074
## 2802 94 EGLN1 -0.5128686 0.020607718 3.91940074
## 2803 94 GCLM 0.6004267 0.020607718 3.91940074
## 2804 94 FTH1 0.2544095 0.020607718 3.91940074
## 2805 94 FMO4 -0.5052994 0.020607718 3.91940074
## 2806 94 CBR1 0.5566335 0.020607718 3.91940074
## 2807 94 FMO1 -1.3051784 0.020607718 3.91940074
## 2808 94 ADH1 -1.4011037 0.020607718 3.91940074
## 2809 94 IDH2 -0.6563943 0.020607718 3.91940074
## 2810 94 DMGDH 0.3642489 0.020607718 3.91940074
## 2811 94 ALDH4A1 0.3012145 0.020607718 3.91940074
## 2812 94 KDM3A 0.6713225 0.020607718 3.91940074
## 2813 94 HSD17B4 0.5050424 0.020607718 3.91940074
## 2814 94 ETFB 0.4427964 0.020607718 3.91940074
## 2815 94 GLRX 0.9481017 0.020607718 3.91940074
## 2816 94 ETFA 0.6383257 0.020607718 3.91940074
## 2817 94 GPD2 1.8567918 0.020607718 3.91940074
## 2818 94 SCD2 1.4493419 0.020607718 3.91940074
## 2819 94 NOS1 0.4966184 0.020607718 3.91940074
## 2820 94 NDUFA9 0.4188652 0.020607718 3.91940074
## 2821 94 MAOA 3.0975018 0.020607718 3.91940074
## 2822 94 AKR1E1 0.7668371 0.020607718 3.91940074
## 2823 94 MAOB 2.9632211 0.020607718 3.91940074
## 2824 94 NDUFA7 1.1828203 0.020607718 3.91940074
## 2825 94 FADS3 -1.5897039 0.020607718 3.91940074
## 2826 94 IDO1 -0.5535398 0.020607718 3.91940074
## 2827 94 PHYH 1.1297593 0.020607718 3.91940074
## 2828 94 TET1 0.9962682 0.020607718 3.91940074
## 2829 94 MSRB2 0.7701742 0.020607718 3.91940074
## 2830 94 CYP4B1 -2.4019783 0.020607718 3.91940074
## 2831 94 AKR1C19 -3.5557527 0.020607718 3.91940074
## 2832 94 AOX1 0.4180435 0.020607718 3.91940074
## 2833 94 ALDH2 0.6431422 0.020607718 3.91940074
## 2834 94 CP 3.0784531 0.020607718 3.91940074
## 2835 94 ACAD11 0.3769849 0.020607718 3.91940074
## 2836 24 WNT5A 1.2678499 0.024083566 -0.40824829
## 2837 24 DLC1 -0.9707875 0.024083566 -0.40824829
## 2838 24 BBS4 0.7917331 0.024083566 -0.40824829
## 2839 24 COBL -0.4528756 0.024083566 -0.40824829
## 2840 24 AR -1.1537604 0.024083566 -0.40824829
## 2841 24 ENAH -0.8317531 0.024083566 -0.40824829
## 2842 24 RET 1.1952974 0.024083566 -0.40824829
## 2843 24 PGF -0.2973380 0.024083566 -0.40824829
## 2844 24 VANGL2 0.5220569 0.024083566 -0.40824829
## 2845 24 FZD3 1.6364110 0.024083566 -0.40824829
## 2846 24 NR3C1 0.3773807 0.024083566 -0.40824829
## 2847 24 SHANK3 -0.9320666 0.024083566 -0.40824829
## 2848 24 FZD6 1.3453589 0.024083566 -0.40824829
## 2849 24 ZIC2 1.5903616 0.024083566 -0.40824829
## 2850 24 HHEX 0.8277356 0.024083566 -0.40824829
## 2851 24 MIB1 -0.2899698 0.024083566 -0.40824829
## 2852 24 CD44 -1.0396956 0.024083566 -0.40824829
## 2853 24 NCOA3 -0.5739101 0.024083566 -0.40824829
## 2854 24 HOXA5 -0.8397310 0.024083566 -0.40824829
## 2855 24 BCL2 -0.8192378 0.024083566 -0.40824829
## 2856 24 ZIC5 0.5712473 0.024083566 -0.40824829
## 2857 24 ILK -0.6476593 0.024083566 -0.40824829
## 2858 24 TSC2 0.4849051 0.024083566 -0.40824829
## 2859 24 APAF1 -0.7626912 0.024083566 -0.40824829
## 2860 45 PPARD 0.6858954 0.024891477 1.34164079
## 2861 45 CAV1 -0.9567264 0.024891477 1.34164079
## 2862 45 ADORA2A -1.6248646 0.024891477 1.34164079
## 2863 45 ATOX1 1.2381989 0.024891477 1.34164079
## 2864 45 CLSTN1 0.4104121 0.024891477 1.34164079
## 2865 45 EDN1 1.3813006 0.024891477 1.34164079
## 2866 45 PRND -2.6433152 0.024891477 1.34164079
## 2867 45 NR3C2 0.8578552 0.024891477 1.34164079
## 2868 45 KCNA5 -2.9110702 0.024891477 1.34164079
## 2869 45 GCLM 0.6004267 0.024891477 1.34164079
## 2870 45 CD24A 0.8402202 0.024891477 1.34164079
## 2871 45 FTH1 0.2544095 0.024891477 1.34164079
## 2872 45 CD9 -0.7653465 0.024891477 1.34164079
## 2873 45 SERINC5 0.5369720 0.024891477 1.34164079
## 2874 45 APOE 0.8698346 0.024891477 1.34164079
## 2875 45 SLC30A1 1.4627024 0.024891477 1.34164079
## 2876 45 AQP11 3.5743475 0.024891477 1.34164079
## 2877 45 BCL2 -0.8192378 0.024891477 1.34164079
## 2878 45 NKX6-2 -0.3066171 0.024891477 1.34164079
## 2879 45 MT2 3.3422036 0.024891477 1.34164079
## 2880 45 PKD2 -0.6848571 0.024891477 1.34164079
## 2881 45 MT1 2.2178710 0.024891477 1.34164079
## 2882 45 SGK1 -1.4770505 0.024891477 1.34164079
## 2883 45 SCD2 1.4493419 0.024891477 1.34164079
## 2884 45 NTF3 -2.4233014 0.024891477 1.34164079
## 2885 45 NF1 -0.7011862 0.024891477 1.34164079
## 2886 45 SOCS6 0.4834925 0.024891477 1.34164079
## 2887 45 ALMS1 0.5198716 0.024891477 1.34164079
## 2888 45 TNNI3 -1.5804001 0.024891477 1.34164079
## 2889 45 SLC9A3R1 0.6445308 0.024891477 1.34164079
## 2890 45 CSRP3 -0.9135559 0.024891477 1.34164079
## 2891 45 TECR 0.8028654 0.024891477 1.34164079
## 2892 45 PARK7 0.6154578 0.024891477 1.34164079
## 2893 45 PRKCB 2.0486665 0.024891477 1.34164079
## 2894 45 4930506M07RIK -1.2674566 0.024891477 1.34164079
## 2895 45 PYGM -1.1990651 0.024891477 1.34164079
## 2896 45 S100B 0.3014963 0.024891477 1.34164079
## 2897 45 TFRC 4.4032544 0.024891477 1.34164079
## 2898 45 ATP2C1 0.5672868 0.024891477 1.34164079
## 2899 45 FYN -1.6589775 0.024891477 1.34164079
## 2900 45 PLN -2.0734027 0.024891477 1.34164079
## 2901 45 PRNP 1.0410868 0.024891477 1.34164079
## 2902 45 CACNA1A 0.7432564 0.024891477 1.34164079
## 2903 45 CLN5 0.4207280 0.024891477 1.34164079
## 2904 45 F2R -2.1268269 0.024891477 1.34164079
## 2905 27 GNA13 0.3711599 0.026243553 -0.57735027
## 2906 27 NRP1 -1.1412315 0.026243553 -0.57735027
## 2907 27 ACVRL1 0.5096903 0.026243553 -0.57735027
## 2908 27 PGF -0.2973380 0.026243553 -0.57735027
## 2909 27 IL18 0.8877106 0.026243553 -0.57735027
## 2910 27 LEPR 2.6539788 0.026243553 -0.57735027
## 2911 27 EDN1 1.3813006 0.026243553 -0.57735027
## 2912 27 MEIS1 -1.1746472 0.026243553 -0.57735027
## 2913 27 WARS -1.1502333 0.026243553 -0.57735027
## 2914 27 PTK2 -0.6527904 0.026243553 -0.57735027
## 2915 27 CXCR4 -2.5647537 0.026243553 -0.57735027
## 2916 27 ANG 1.7859395 0.026243553 -0.57735027
## 2917 27 PLCD1 -0.5474868 0.026243553 -0.57735027
## 2918 27 PLXND1 -1.4831711 0.026243553 -0.57735027
## 2919 27 FIGF 2.5392280 0.026243553 -0.57735027
## 2920 27 FGF2 -0.5859693 0.026243553 -0.57735027
## 2921 27 TBX4 1.3234618 0.026243553 -0.57735027
## 2922 27 TGFBR2 0.9984773 0.026243553 -0.57735027
## 2923 27 TBX1 1.5705826 0.026243553 -0.57735027
## 2924 27 PNPLA6 0.8906838 0.026243553 -0.57735027
## 2925 27 VASH1 -0.6599811 0.026243553 -0.57735027
## 2926 27 THY1 -0.5538562 0.026243553 -0.57735027
## 2927 27 NUS1 -1.0812477 0.026243553 -0.57735027
## 2928 27 MEOX2 -4.5446336 0.026243553 -0.57735027
## 2929 27 ECSCR -1.1219161 0.026243553 -0.57735027
## 2930 27 HBEGF 1.1368100 0.026243553 -0.57735027
## 2931 27 FOXC2 -0.8402120 0.026243553 -0.57735027
## 2932 21 XDH -0.5822439 0.027914524 1.09108945
## 2933 21 CAV1 -0.9567264 0.027914524 1.09108945
## 2934 21 D2HGDH 0.4210243 0.027914524 1.09108945
## 2935 21 PXDN -3.3473042 0.027914524 1.09108945
## 2936 21 GATM 5.2907160 0.027914524 1.09108945
## 2937 21 PRND -2.6433152 0.027914524 1.09108945
## 2938 21 PRDX2 0.4945418 0.027914524 1.09108945
## 2939 21 MYH7 -0.4684236 0.027914524 1.09108945
## 2940 21 PARK7 0.6154578 0.027914524 1.09108945
## 2941 21 NME5 0.7192744 0.027914524 1.09108945
## 2942 21 CCND1 -1.6451473 0.027914524 1.09108945
## 2943 21 NPC1 0.3724211 0.027914524 1.09108945
## 2944 21 ABCB1A 1.6552951 0.027914524 1.09108945
## 2945 21 ABCB1B -1.9325711 0.027914524 1.09108945
## 2946 21 BCL2 -0.8192378 0.027914524 1.09108945
## 2947 21 AS3MT 1.0911878 0.027914524 1.09108945
## 2948 21 MT2 3.3422036 0.027914524 1.09108945
## 2949 21 MT1 2.2178710 0.027914524 1.09108945
## 2950 21 MAPK9 0.6855507 0.027914524 1.09108945
## 2951 21 CAT 0.6619803 0.027914524 1.09108945
## 2952 21 PRNP 1.0410868 0.027914524 1.09108945
## 2953 17 LYN -0.7283980 0.027739009 -1.21267813
## 2954 17 CAMK2G -0.8168753 0.027739009 -1.21267813
## 2955 17 TRIM28 -0.2401768 0.027739009 -1.21267813
## 2956 17 KIT -1.7946208 0.027739009 -1.21267813
## 2957 17 TRIM24 -0.4260120 0.027739009 -1.21267813
## 2958 17 IGF1R 2.4527727 0.027739009 -1.21267813
## 2959 17 CTTNBP2 0.4650256 0.027739009 -1.21267813
## 2960 17 PTK2 -0.6527904 0.027739009 -1.21267813
## 2961 17 ULK1 0.4108861 0.027739009 -1.21267813
## 2962 17 FYN -1.6589775 0.027739009 -1.21267813
## 2963 17 CDK12 -0.6747588 0.027739009 -1.21267813
## 2964 17 ZAP70 0.9691435 0.027739009 -1.21267813
## 2965 17 ERN1 0.7331847 0.027739009 -1.21267813
## 2966 17 CAMK2D -0.4617771 0.027739009 -1.21267813
## 2967 17 TNK1 -0.2801580 0.027739009 -1.21267813
## 2968 17 INSR 1.6754155 0.027739009 -1.21267813
## 2969 17 MAP3K12 -0.5351272 0.027739009 -1.21267813
## 2970 23 ATP5E 0.3125334 0.028550973 2.71068738
## 2971 23 ATP1B2 -1.1594880 0.028550973 2.71068738
## 2972 23 ATP10A 4.1988042 0.028550973 2.71068738
## 2973 23 ATP11B 0.8076871 0.028550973 2.71068738
## 2974 23 ATP11A 0.5015364 0.028550973 2.71068738
## 2975 23 ATP1A1 0.6178691 0.028550973 2.71068738
## 2976 23 ATP10D 0.7066596 0.028550973 2.71068738
## 2977 23 MYH7 -0.4684236 0.028550973 2.71068738
## 2978 23 ATP5G3 0.3349511 0.028550973 2.71068738
## 2979 23 ATP13A5 0.3757767 0.028550973 2.71068738
## 2980 23 NME5 0.7192744 0.028550973 2.71068738
## 2981 23 ATP6V1A 0.6504485 0.028550973 2.71068738
## 2982 23 ATP2B4 -1.8662842 0.028550973 2.71068738
## 2983 23 NME3 0.5649069 0.028550973 2.71068738
## 2984 23 ATP6V0E2 0.4783848 0.028550973 2.71068738
## 2985 23 ATP2C1 0.5672868 0.028550973 2.71068738
## 2986 23 ADK 1.7241557 0.028550973 2.71068738
## 2987 23 ATP9A -1.4010882 0.028550973 2.71068738
## 2988 23 ATP8B1 -2.1074006 0.028550973 2.71068738
## 2989 23 ATP6V0A1 0.9847533 0.028550973 2.71068738
## 2990 23 ENTPD1 0.8515158 0.028550973 2.71068738
## 2991 23 ATP5H 0.4540141 0.028550973 2.71068738
## 2992 23 ATP8A1 1.3527361 0.028550973 2.71068738
## 2993 9 DLC1 -0.9707875 0.028654589 -2.33333333
## 2994 9 CD9 -0.7653465 0.028654589 -2.33333333
## 2995 9 TLN1 -0.3368527 0.028654589 -2.33333333
## 2996 9 ITGA5 -0.8219463 0.028654589 -2.33333333
## 2997 9 BCL2 -0.8192378 0.028654589 -2.33333333
## 2998 9 LAMC1 -0.9131959 0.028654589 -2.33333333
## 2999 9 HDAC7 -0.4998784 0.028654589 -2.33333333
## 3000 9 FN1 1.8449363 0.028654589 -2.33333333
## 3001 9 THY1 -0.5538562 0.028654589 -2.33333333
## 3002 27 ADORA2A -1.6248646 0.030607730 -0.57735027
## 3003 27 EDN1 1.3813006 0.030607730 -0.57735027
## 3004 27 TIRAP 1.1891548 0.030607730 -0.57735027
## 3005 27 TGFB3 -1.6543120 0.030607730 -0.57735027
## 3006 27 PRDX2 0.4945418 0.030607730 -0.57735027
## 3007 27 TLR4 -1.4289149 0.030607730 -0.57735027
## 3008 27 KIT -1.7946208 0.030607730 -0.57735027
## 3009 27 CD24A 0.8402202 0.030607730 -0.57735027
## 3010 27 MAP3K5 -2.5823383 0.030607730 -0.57735027
## 3011 27 SERINC5 0.5369720 0.030607730 -0.57735027
## 3012 27 CERKL 0.8624001 0.030607730 -0.57735027
## 3013 27 MDFIC -1.1217362 0.030607730 -0.57735027
## 3014 27 DGKD -1.1848871 0.030607730 -0.57735027
## 3015 27 GAB1 0.8795894 0.030607730 -0.57735027
## 3016 27 CEACAM2 2.2038350 0.030607730 -0.57735027
## 3017 27 FGF2 -0.5859693 0.030607730 -0.57735027
## 3018 27 VAV3 -3.2720604 0.030607730 -0.57735027
## 3019 27 MAP2K1 -0.4628798 0.030607730 -0.57735027
## 3020 27 TGFBR2 0.9984773 0.030607730 -0.57735027
## 3021 27 DGKH -0.9312461 0.030607730 -0.57735027
## 3022 27 PLCE1 -0.5838718 0.030607730 -0.57735027
## 3023 27 CD81 -0.5231352 0.030607730 -0.57735027
## 3024 27 ERN1 0.7331847 0.030607730 -0.57735027
## 3025 27 NRK -0.6364746 0.030607730 -0.57735027
## 3026 27 LRP8 3.3563987 0.030607730 -0.57735027
## 3027 27 F2R -2.1268269 0.030607730 -0.57735027
## 3028 27 HTR2A 0.8223105 0.030607730 -0.57735027
## 3029 25 CAV1 -0.9567264 0.031100868 -0.60000000
## 3030 25 FGFR3 -0.4419298 0.031100868 -0.60000000
## 3031 25 TNF -0.5241138 0.031100868 -0.60000000
## 3032 25 TIRAP 1.1891548 0.031100868 -0.60000000
## 3033 25 BMPR2 0.6590347 0.031100868 -0.60000000
## 3034 25 TGFB3 -1.6543120 0.031100868 -0.60000000
## 3035 25 CD24A 0.8402202 0.031100868 -0.60000000
## 3036 25 PDCD4 0.5736128 0.031100868 -0.60000000
## 3037 25 PRKAR2B 2.3890438 0.031100868 -0.60000000
## 3038 25 NDUFS4 0.5947243 0.031100868 -0.60000000
## 3039 25 INPP5K 0.7417352 0.031100868 -0.60000000
## 3040 25 MDFIC -1.1217362 0.031100868 -0.60000000
## 3041 25 BCL2 -0.8192378 0.031100868 -0.60000000
## 3042 25 GAB1 0.8795894 0.031100868 -0.60000000
## 3043 25 IFNG 0.2338462 0.031100868 -0.60000000
## 3044 25 RAPGEF3 -0.7736624 0.031100868 -0.60000000
## 3045 25 FGF2 -0.5859693 0.031100868 -0.60000000
## 3046 25 LYN -0.7283980 0.031100868 -0.60000000
## 3047 25 CCDC88C -0.8672074 0.031100868 -0.60000000
## 3048 25 HCLS1 -1.7060483 0.031100868 -0.60000000
## 3049 25 RICTOR 0.4855976 0.031100868 -0.60000000
## 3050 25 ACVR2A -0.6891467 0.031100868 -0.60000000
## 3051 25 HIPK3 0.4209051 0.031100868 -0.60000000
## 3052 25 CD81 -0.5231352 0.031100868 -0.60000000
## 3053 25 IGFBP3 -1.5387731 0.031100868 -0.60000000
## 3054 31 DLC1 -0.9707875 0.032207796 -1.97565832
## 3055 31 SHROOM1 1.6359607 0.032207796 -1.97565832
## 3056 31 TLN1 -0.3368527 0.032207796 -1.97565832
## 3057 31 ENAH -0.8317531 0.032207796 -1.97565832
## 3058 31 MYL2 -4.4515265 0.032207796 -1.97565832
## 3059 31 CNN3 -0.6783180 0.032207796 -1.97565832
## 3060 31 TCAP -0.7520534 0.032207796 -1.97565832
## 3061 31 PDLIM3 -0.8876939 0.032207796 -1.97565832
## 3062 31 TTN -0.6633600 0.032207796 -1.97565832
## 3063 31 DAAM1 -0.5469234 0.032207796 -1.97565832
## 3064 31 ITGB1 -0.3208476 0.032207796 -1.97565832
## 3065 31 CTTNBP2 0.4650256 0.032207796 -1.97565832
## 3066 31 ANG 1.7859395 0.032207796 -1.97565832
## 3067 31 BCL2 -0.8192378 0.032207796 -1.97565832
## 3068 31 EHD2 -1.5730829 0.032207796 -1.97565832
## 3069 31 FMNL1 -1.7516041 0.032207796 -1.97565832
## 3070 31 ACTC1 -3.4079863 0.032207796 -1.97565832
## 3071 31 NF1 -0.7011862 0.032207796 -1.97565832
## 3072 31 RICTOR 0.4855976 0.032207796 -1.97565832
## 3073 31 MYH6 -1.6087011 0.032207796 -1.97565832
## 3074 31 FLNA -0.6730172 0.032207796 -1.97565832
## 3075 31 CORO1C -0.6524356 0.032207796 -1.97565832
## 3076 31 TNNT2 -4.2969393 0.032207796 -1.97565832
## 3077 31 MURC 1.6012508 0.032207796 -1.97565832
## 3078 31 EPS8 1.1645216 0.032207796 -1.97565832
## 3079 31 ATP2C1 0.5672868 0.032207796 -1.97565832
## 3080 31 LIMCH1 0.4431912 0.032207796 -1.97565832
## 3081 31 NEURL2 1.8678762 0.032207796 -1.97565832
## 3082 31 ABL2 0.5324753 0.032207796 -1.97565832
## 3083 31 DBN1 -0.3198132 0.032207796 -1.97565832
## 3084 31 FHOD1 -0.5541577 0.032207796 -1.97565832
## 3085 18 DLC1 -0.9707875 0.033163225 -0.47140452
## 3086 18 ACTC1 -3.4079863 0.033163225 -0.47140452
## 3087 18 RXRA -0.3709072 0.033163225 -0.47140452
## 3088 18 VANGL2 0.5220569 0.033163225 -0.47140452
## 3089 18 GJA1 -0.8179480 0.033163225 -0.47140452
## 3090 18 SMAD3 0.8885396 0.033163225 -0.47140452
## 3091 18 EGLN1 -0.5128686 0.033163225 -0.47140452
## 3092 18 TBX1 1.5705826 0.033163225 -0.47140452
## 3093 18 TTN -0.6633600 0.033163225 -0.47140452
## 3094 18 ZIC3 3.9539621 0.033163225 -0.47140452
## 3095 18 TNNT2 -4.2969393 0.033163225 -0.47140452
## 3096 18 MIB1 -0.2899698 0.033163225 -0.47140452
## 3097 18 CHD7 -0.8202826 0.033163225 -0.47140452
## 3098 18 COL4A3BP 1.3971175 0.033163225 -0.47140452
## 3099 18 FOXC2 -0.8402120 0.033163225 -0.47140452
## 3100 18 TGFBR3 1.2105366 0.033163225 -0.47140452
## 3101 18 FOXC1 2.0229256 0.033163225 -0.47140452
## 3102 18 MKL2 1.1871092 0.033163225 -0.47140452
## 3103 21 ATP5E 0.3125334 0.032848454 2.83683257
## 3104 21 ATP1B2 -1.1594880 0.032848454 2.83683257
## 3105 21 ATP10A 4.1988042 0.032848454 2.83683257
## 3106 21 ATP11B 0.8076871 0.032848454 2.83683257
## 3107 21 ATP11A 0.5015364 0.032848454 2.83683257
## 3108 21 ATP1A1 0.6178691 0.032848454 2.83683257
## 3109 21 ATP10D 0.7066596 0.032848454 2.83683257
## 3110 21 ATP5G3 0.3349511 0.032848454 2.83683257
## 3111 21 ATP13A5 0.3757767 0.032848454 2.83683257
## 3112 21 ATP6V1A 0.6504485 0.032848454 2.83683257
## 3113 21 NME5 0.7192744 0.032848454 2.83683257
## 3114 21 ATP2B4 -1.8662842 0.032848454 2.83683257
## 3115 21 ATP6V0E2 0.4783848 0.032848454 2.83683257
## 3116 21 NME3 0.5649069 0.032848454 2.83683257
## 3117 21 ATP2C1 0.5672868 0.032848454 2.83683257
## 3118 21 ADK 1.7241557 0.032848454 2.83683257
## 3119 21 ATP9A -1.4010882 0.032848454 2.83683257
## 3120 21 ATP8B1 -2.1074006 0.032848454 2.83683257
## 3121 21 ATP6V0A1 0.9847533 0.032848454 2.83683257
## 3122 21 ATP5H 0.4540141 0.032848454 2.83683257
## 3123 21 ATP8A1 1.3527361 0.032848454 2.83683257
## 3124 22 ATP5E 0.3125334 0.033088817 2.55840860
## 3125 22 ATP1B2 -1.1594880 0.033088817 2.55840860
## 3126 22 ATP10A 4.1988042 0.033088817 2.55840860
## 3127 22 ATP11B 0.8076871 0.033088817 2.55840860
## 3128 22 ATP11A 0.5015364 0.033088817 2.55840860
## 3129 22 ATP1A1 0.6178691 0.033088817 2.55840860
## 3130 22 ATP10D 0.7066596 0.033088817 2.55840860
## 3131 22 MYH7 -0.4684236 0.033088817 2.55840860
## 3132 22 ATP5G3 0.3349511 0.033088817 2.55840860
## 3133 22 ATP13A5 0.3757767 0.033088817 2.55840860
## 3134 22 NME5 0.7192744 0.033088817 2.55840860
## 3135 22 ATP6V1A 0.6504485 0.033088817 2.55840860
## 3136 22 ATP2B4 -1.8662842 0.033088817 2.55840860
## 3137 22 ATP6V0E2 0.4783848 0.033088817 2.55840860
## 3138 22 NME3 0.5649069 0.033088817 2.55840860
## 3139 22 ATP2C1 0.5672868 0.033088817 2.55840860
## 3140 22 ATP9A -1.4010882 0.033088817 2.55840860
## 3141 22 ATP8B1 -2.1074006 0.033088817 2.55840860
## 3142 22 ATP6V0A1 0.9847533 0.033088817 2.55840860
## 3143 22 ENTPD1 0.8515158 0.033088817 2.55840860
## 3144 22 ATP5H 0.4540141 0.033088817 2.55840860
## 3145 22 ATP8A1 1.3527361 0.033088817 2.55840860
## 3146 11 DLC1 -0.9707875 0.032959827 -2.11057941
## 3147 11 CD9 -0.7653465 0.032959827 -2.11057941
## 3148 11 SHROOM2 0.6032635 0.032959827 -2.11057941
## 3149 11 TLN1 -0.3368527 0.032959827 -2.11057941
## 3150 11 ITGA5 -0.8219463 0.032959827 -2.11057941
## 3151 11 BCL2 -0.8192378 0.032959827 -2.11057941
## 3152 11 NUMB -0.8725376 0.032959827 -2.11057941
## 3153 11 LAMC1 -0.9131959 0.032959827 -2.11057941
## 3154 11 HDAC7 -0.4998784 0.032959827 -2.11057941
## 3155 11 FN1 1.8449363 0.032959827 -2.11057941
## 3156 11 THY1 -0.5538562 0.032959827 -2.11057941
## 3157 26 ADORA2A -1.6248646 0.035558866 -0.78446454
## 3158 26 EDN1 1.3813006 0.035558866 -0.78446454
## 3159 26 TIRAP 1.1891548 0.035558866 -0.78446454
## 3160 26 TGFB3 -1.6543120 0.035558866 -0.78446454
## 3161 26 PRDX2 0.4945418 0.035558866 -0.78446454
## 3162 26 TLR4 -1.4289149 0.035558866 -0.78446454
## 3163 26 KIT -1.7946208 0.035558866 -0.78446454
## 3164 26 CD24A 0.8402202 0.035558866 -0.78446454
## 3165 26 MAP3K5 -2.5823383 0.035558866 -0.78446454
## 3166 26 CERKL 0.8624001 0.035558866 -0.78446454
## 3167 26 MDFIC -1.1217362 0.035558866 -0.78446454
## 3168 26 DGKD -1.1848871 0.035558866 -0.78446454
## 3169 26 GAB1 0.8795894 0.035558866 -0.78446454
## 3170 26 CEACAM2 2.2038350 0.035558866 -0.78446454
## 3171 26 FGF2 -0.5859693 0.035558866 -0.78446454
## 3172 26 VAV3 -3.2720604 0.035558866 -0.78446454
## 3173 26 MAP2K1 -0.4628798 0.035558866 -0.78446454
## 3174 26 TGFBR2 0.9984773 0.035558866 -0.78446454
## 3175 26 DGKH -0.9312461 0.035558866 -0.78446454
## 3176 26 PLCE1 -0.5838718 0.035558866 -0.78446454
## 3177 26 CD81 -0.5231352 0.035558866 -0.78446454
## 3178 26 ERN1 0.7331847 0.035558866 -0.78446454
## 3179 26 NRK -0.6364746 0.035558866 -0.78446454
## 3180 26 LRP8 3.3563987 0.035558866 -0.78446454
## 3181 26 F2R -2.1268269 0.035558866 -0.78446454
## 3182 26 HTR2A 0.8223105 0.035558866 -0.78446454
## 3183 29 CAV1 -0.9567264 0.035602917 1.67125804
## 3184 29 ATOX1 1.2381989 0.035602917 1.67125804
## 3185 29 CLSTN1 0.4104121 0.035602917 1.67125804
## 3186 29 EDN1 1.3813006 0.035602917 1.67125804
## 3187 29 PRND -2.6433152 0.035602917 1.67125804
## 3188 29 NR3C2 0.8578552 0.035602917 1.67125804
## 3189 29 CD24A 0.8402202 0.035602917 1.67125804
## 3190 29 FTH1 0.2544095 0.035602917 1.67125804
## 3191 29 APOE 0.8698346 0.035602917 1.67125804
## 3192 29 AQP11 3.5743475 0.035602917 1.67125804
## 3193 29 SLC30A1 1.4627024 0.035602917 1.67125804
## 3194 29 BCL2 -0.8192378 0.035602917 1.67125804
## 3195 29 MT2 3.3422036 0.035602917 1.67125804
## 3196 29 PKD2 -0.6848571 0.035602917 1.67125804
## 3197 29 MT1 2.2178710 0.035602917 1.67125804
## 3198 29 SGK1 -1.4770505 0.035602917 1.67125804
## 3199 29 TNNI3 -1.5804001 0.035602917 1.67125804
## 3200 29 TECR 0.8028654 0.035602917 1.67125804
## 3201 29 CSRP3 -0.9135559 0.035602917 1.67125804
## 3202 29 PRKCB 2.0486665 0.035602917 1.67125804
## 3203 29 PYGM -1.1990651 0.035602917 1.67125804
## 3204 29 S100B 0.3014963 0.035602917 1.67125804
## 3205 29 TFRC 4.4032544 0.035602917 1.67125804
## 3206 29 ATP2C1 0.5672868 0.035602917 1.67125804
## 3207 29 PLN -2.0734027 0.035602917 1.67125804
## 3208 29 PRNP 1.0410868 0.035602917 1.67125804
## 3209 29 CLN5 0.4207280 0.035602917 1.67125804
## 3210 29 CACNA1A 0.7432564 0.035602917 1.67125804
## 3211 29 F2R -2.1268269 0.035602917 1.67125804
## 3212 21 ATP5E 0.3125334 0.035188527 2.83683257
## 3213 21 ATP1B2 -1.1594880 0.035188527 2.83683257
## 3214 21 ATP10A 4.1988042 0.035188527 2.83683257
## 3215 21 ATP11B 0.8076871 0.035188527 2.83683257
## 3216 21 ATP11A 0.5015364 0.035188527 2.83683257
## 3217 21 ATP1A1 0.6178691 0.035188527 2.83683257
## 3218 21 ATP10D 0.7066596 0.035188527 2.83683257
## 3219 21 ATP5G3 0.3349511 0.035188527 2.83683257
## 3220 21 ATP13A5 0.3757767 0.035188527 2.83683257
## 3221 21 ATP6V1A 0.6504485 0.035188527 2.83683257
## 3222 21 NME5 0.7192744 0.035188527 2.83683257
## 3223 21 ATP2B4 -1.8662842 0.035188527 2.83683257
## 3224 21 ATP6V0E2 0.4783848 0.035188527 2.83683257
## 3225 21 NME3 0.5649069 0.035188527 2.83683257
## 3226 21 ATP2C1 0.5672868 0.035188527 2.83683257
## 3227 21 ADK 1.7241557 0.035188527 2.83683257
## 3228 21 ATP9A -1.4010882 0.035188527 2.83683257
## 3229 21 ATP8B1 -2.1074006 0.035188527 2.83683257
## 3230 21 ATP6V0A1 0.9847533 0.035188527 2.83683257
## 3231 21 ATP5H 0.4540141 0.035188527 2.83683257
## 3232 21 ATP8A1 1.3527361 0.035188527 2.83683257
## 3233 22 ATP5E 0.3125334 0.035270934 2.55840860
## 3234 22 ATP1B2 -1.1594880 0.035270934 2.55840860
## 3235 22 ATP10A 4.1988042 0.035270934 2.55840860
## 3236 22 ATP11B 0.8076871 0.035270934 2.55840860
## 3237 22 ATP11A 0.5015364 0.035270934 2.55840860
## 3238 22 ATP1A1 0.6178691 0.035270934 2.55840860
## 3239 22 ATP10D 0.7066596 0.035270934 2.55840860
## 3240 22 MYH7 -0.4684236 0.035270934 2.55840860
## 3241 22 ATP5G3 0.3349511 0.035270934 2.55840860
## 3242 22 ATP13A5 0.3757767 0.035270934 2.55840860
## 3243 22 NME5 0.7192744 0.035270934 2.55840860
## 3244 22 ATP6V1A 0.6504485 0.035270934 2.55840860
## 3245 22 ATP2B4 -1.8662842 0.035270934 2.55840860
## 3246 22 ATP6V0E2 0.4783848 0.035270934 2.55840860
## 3247 22 NME3 0.5649069 0.035270934 2.55840860
## 3248 22 ATP2C1 0.5672868 0.035270934 2.55840860
## 3249 22 ATP9A -1.4010882 0.035270934 2.55840860
## 3250 22 ATP8B1 -2.1074006 0.035270934 2.55840860
## 3251 22 ATP6V0A1 0.9847533 0.035270934 2.55840860
## 3252 22 ENTPD1 0.8515158 0.035270934 2.55840860
## 3253 22 ATP5H 0.4540141 0.035270934 2.55840860
## 3254 22 ATP8A1 1.3527361 0.035270934 2.55840860
## 3255 6 RXRA -0.3709072 0.036714793 0.81649658
## 3256 6 TGFBR3 1.2105366 0.036714793 0.81649658
## 3257 6 FOXC2 -0.8402120 0.036714793 0.81649658
## 3258 6 FOXC1 2.0229256 0.036714793 0.81649658
## 3259 6 NAA35 0.5983877 0.036714793 0.81649658
## 3260 6 TGFB2 2.3031748 0.036714793 0.81649658
## 3261 25 ADORA2A -1.6248646 0.038129883 -0.60000000
## 3262 25 EDN1 1.3813006 0.038129883 -0.60000000
## 3263 25 TIRAP 1.1891548 0.038129883 -0.60000000
## 3264 25 TGFB3 -1.6543120 0.038129883 -0.60000000
## 3265 25 PRDX2 0.4945418 0.038129883 -0.60000000
## 3266 25 TLR4 -1.4289149 0.038129883 -0.60000000
## 3267 25 KIT -1.7946208 0.038129883 -0.60000000
## 3268 25 CD24A 0.8402202 0.038129883 -0.60000000
## 3269 25 MAP3K5 -2.5823383 0.038129883 -0.60000000
## 3270 25 CERKL 0.8624001 0.038129883 -0.60000000
## 3271 25 MDFIC -1.1217362 0.038129883 -0.60000000
## 3272 25 DGKD -1.1848871 0.038129883 -0.60000000
## 3273 25 GAB1 0.8795894 0.038129883 -0.60000000
## 3274 25 CEACAM2 2.2038350 0.038129883 -0.60000000
## 3275 25 FGF2 -0.5859693 0.038129883 -0.60000000
## 3276 25 MAP2K1 -0.4628798 0.038129883 -0.60000000
## 3277 25 TGFBR2 0.9984773 0.038129883 -0.60000000
## 3278 25 DGKH -0.9312461 0.038129883 -0.60000000
## 3279 25 PLCE1 -0.5838718 0.038129883 -0.60000000
## 3280 25 CD81 -0.5231352 0.038129883 -0.60000000
## 3281 25 ERN1 0.7331847 0.038129883 -0.60000000
## 3282 25 LRP8 3.3563987 0.038129883 -0.60000000
## 3283 25 NRK -0.6364746 0.038129883 -0.60000000
## 3284 25 F2R -2.1268269 0.038129883 -0.60000000
## 3285 25 HTR2A 0.8223105 0.038129883 -0.60000000
## 3286 43 CAV1 -0.9567264 0.037637965 -0.76249285
## 3287 43 ADORA2A -1.6248646 0.037637965 -0.76249285
## 3288 43 ADCY6 -0.7557491 0.037637965 -0.76249285
## 3289 43 ABHD5 0.3971589 0.037637965 -0.76249285
## 3290 43 EDN1 1.3813006 0.037637965 -0.76249285
## 3291 43 TGFB3 -1.6543120 0.037637965 -0.76249285
## 3292 43 TIRAP 1.1891548 0.037637965 -0.76249285
## 3293 43 TLR4 -1.4289149 0.037637965 -0.76249285
## 3294 43 PRDX2 0.4945418 0.037637965 -0.76249285
## 3295 43 KIT -1.7946208 0.037637965 -0.76249285
## 3296 43 GCLM 0.6004267 0.037637965 -0.76249285
## 3297 43 CD24A 0.8402202 0.037637965 -0.76249285
## 3298 43 MAP3K5 -2.5823383 0.037637965 -0.76249285
## 3299 43 SERINC5 0.5369720 0.037637965 -0.76249285
## 3300 43 CERKL 0.8624001 0.037637965 -0.76249285
## 3301 43 DGKD -1.1848871 0.037637965 -0.76249285
## 3302 43 ANG 1.7859395 0.037637965 -0.76249285
## 3303 43 MDFIC -1.1217362 0.037637965 -0.76249285
## 3304 43 BCL2 -0.8192378 0.037637965 -0.76249285
## 3305 43 MTCH1 -0.5451250 0.037637965 -0.76249285
## 3306 43 GAB1 0.8795894 0.037637965 -0.76249285
## 3307 43 FGF2 -0.5859693 0.037637965 -0.76249285
## 3308 43 CEACAM2 2.2038350 0.037637965 -0.76249285
## 3309 43 HIP1 0.8382696 0.037637965 -0.76249285
## 3310 43 VAV3 -3.2720604 0.037637965 -0.76249285
## 3311 43 PTGER4 -1.0537890 0.037637965 -0.76249285
## 3312 43 MAP2K1 -0.4628798 0.037637965 -0.76249285
## 3313 43 TGFBR2 0.9984773 0.037637965 -0.76249285
## 3314 43 NF1 -0.7011862 0.037637965 -0.76249285
## 3315 43 DGKH -0.9312461 0.037637965 -0.76249285
## 3316 43 THY1 -0.5538562 0.037637965 -0.76249285
## 3317 43 PLCE1 -0.5838718 0.037637965 -0.76249285
## 3318 43 NDEL1 -1.4572172 0.037637965 -0.76249285
## 3319 43 RNF7 0.3447189 0.037637965 -0.76249285
## 3320 43 IFT57 0.5874246 0.037637965 -0.76249285
## 3321 43 TSC2 0.4849051 0.037637965 -0.76249285
## 3322 43 CD81 -0.5231352 0.037637965 -0.76249285
## 3323 43 ERN1 0.7331847 0.037637965 -0.76249285
## 3324 43 NRK -0.6364746 0.037637965 -0.76249285
## 3325 43 LRP8 3.3563987 0.037637965 -0.76249285
## 3326 43 APAF1 -0.7626912 0.037637965 -0.76249285
## 3327 43 HTR2A 0.8223105 0.037637965 -0.76249285
## 3328 43 F2R -2.1268269 0.037637965 -0.76249285
## 3329 43 PPARD 0.6858954 0.037637965 1.06748999
## 3330 43 CAV1 -0.9567264 0.037637965 1.06748999
## 3331 43 ADORA2A -1.6248646 0.037637965 1.06748999
## 3332 43 ATOX1 1.2381989 0.037637965 1.06748999
## 3333 43 CLSTN1 0.4104121 0.037637965 1.06748999
## 3334 43 EDN1 1.3813006 0.037637965 1.06748999
## 3335 43 PRND -2.6433152 0.037637965 1.06748999
## 3336 43 NR3C2 0.8578552 0.037637965 1.06748999
## 3337 43 KCNA5 -2.9110702 0.037637965 1.06748999
## 3338 43 GCLM 0.6004267 0.037637965 1.06748999
## 3339 43 CD24A 0.8402202 0.037637965 1.06748999
## 3340 43 FTH1 0.2544095 0.037637965 1.06748999
## 3341 43 CD9 -0.7653465 0.037637965 1.06748999
## 3342 43 SERINC5 0.5369720 0.037637965 1.06748999
## 3343 43 APOE 0.8698346 0.037637965 1.06748999
## 3344 43 SLC30A1 1.4627024 0.037637965 1.06748999
## 3345 43 AQP11 3.5743475 0.037637965 1.06748999
## 3346 43 BCL2 -0.8192378 0.037637965 1.06748999
## 3347 43 NKX6-2 -0.3066171 0.037637965 1.06748999
## 3348 43 MT2 3.3422036 0.037637965 1.06748999
## 3349 43 PKD2 -0.6848571 0.037637965 1.06748999
## 3350 43 MT1 2.2178710 0.037637965 1.06748999
## 3351 43 SGK1 -1.4770505 0.037637965 1.06748999
## 3352 43 SCD2 1.4493419 0.037637965 1.06748999
## 3353 43 NTF3 -2.4233014 0.037637965 1.06748999
## 3354 43 NF1 -0.7011862 0.037637965 1.06748999
## 3355 43 TNNI3 -1.5804001 0.037637965 1.06748999
## 3356 43 SLC9A3R1 0.6445308 0.037637965 1.06748999
## 3357 43 CSRP3 -0.9135559 0.037637965 1.06748999
## 3358 43 TECR 0.8028654 0.037637965 1.06748999
## 3359 43 PARK7 0.6154578 0.037637965 1.06748999
## 3360 43 PRKCB 2.0486665 0.037637965 1.06748999
## 3361 43 4930506M07RIK -1.2674566 0.037637965 1.06748999
## 3362 43 PYGM -1.1990651 0.037637965 1.06748999
## 3363 43 S100B 0.3014963 0.037637965 1.06748999
## 3364 43 TFRC 4.4032544 0.037637965 1.06748999
## 3365 43 ATP2C1 0.5672868 0.037637965 1.06748999
## 3366 43 FYN -1.6589775 0.037637965 1.06748999
## 3367 43 PLN -2.0734027 0.037637965 1.06748999
## 3368 43 PRNP 1.0410868 0.037637965 1.06748999
## 3369 43 CACNA1A 0.7432564 0.037637965 1.06748999
## 3370 43 CLN5 0.4207280 0.037637965 1.06748999
## 3371 43 F2R -2.1268269 0.037637965 1.06748999
## 3372 24 ACTC1 -3.4079863 0.037786377 -0.81649658
## 3373 24 MYL2 -4.4515265 0.037786377 -0.81649658
## 3374 24 TCAP -0.7520534 0.037786377 -0.81649658
## 3375 24 NTF3 -2.4233014 0.037786377 -0.81649658
## 3376 24 LGALS1 -2.2474624 0.037786377 -0.81649658
## 3377 24 TNC -0.4306758 0.037786377 -0.81649658
## 3378 24 RXRA -0.3709072 0.037786377 -0.81649658
## 3379 24 UTRN 0.6515582 0.037786377 -0.81649658
## 3380 24 MYH6 -1.6087011 0.037786377 -0.81649658
## 3381 24 CSRP2 1.7212702 0.037786377 -0.81649658
## 3382 24 TTN -0.6633600 0.037786377 -0.81649658
## 3383 24 ITGB1 -0.3208476 0.037786377 -0.81649658
## 3384 24 FOXP1 0.9040130 0.037786377 -0.81649658
## 3385 24 TNNT2 -4.2969393 0.037786377 -0.81649658
## 3386 24 MURC 1.6012508 0.037786377 -0.81649658
## 3387 24 GATA6 -0.8680981 0.037786377 -0.81649658
## 3388 24 CDON 0.5243444 0.037786377 -0.81649658
## 3389 24 SEMA4C -0.5716982 0.037786377 -0.81649658
## 3390 24 SORT1 1.1173178 0.037786377 -0.81649658
## 3391 24 AGRN 0.9924072 0.037786377 -0.81649658
## 3392 24 PAK1 1.3962107 0.037786377 -0.81649658
## 3393 24 MKL2 1.1871092 0.037786377 -0.81649658
## 3394 24 NEURL2 1.8678762 0.037786377 -0.81649658
## 3395 24 F2R -2.1268269 0.037786377 -0.81649658
## 3396 54 ENAH -0.8317531 0.039489574 -0.81649658
## 3397 54 NRP1 -1.1412315 0.039489574 -0.81649658
## 3398 54 HPRT 0.6275924 0.039489574 -0.81649658
## 3399 54 MYO7A -0.6571930 0.039489574 -0.81649658
## 3400 54 TTN -0.6633600 0.039489574 -0.81649658
## 3401 54 TGFB2 2.3031748 0.039489574 -0.81649658
## 3402 54 CXCR4 -2.5647537 0.039489574 -0.81649658
## 3403 54 COL4A3BP 1.3971175 0.039489574 -0.81649658
## 3404 54 ILK -0.6476593 0.039489574 -0.81649658
## 3405 54 ROBO2 -1.6686921 0.039489574 -0.81649658
## 3406 54 CDH23 -1.1805802 0.039489574 -0.81649658
## 3407 54 SSBP1 0.5605893 0.039489574 -0.81649658
## 3408 54 EFNB1 -1.2760004 0.039489574 -0.81649658
## 3409 54 VANGL2 0.5220569 0.039489574 -0.81649658
## 3410 54 TBCE 0.6418041 0.039489574 -0.81649658
## 3411 54 LEF1 4.2312762 0.039489574 -0.81649658
## 3412 54 MYH6 -1.6087011 0.039489574 -0.81649658
## 3413 54 TNNT2 -4.2969393 0.039489574 -0.81649658
## 3414 54 4930506M07RIK -1.2674566 0.039489574 -0.81649658
## 3415 54 MURC 1.6012508 0.039489574 -0.81649658
## 3416 54 NDEL1 -1.4572172 0.039489574 -0.81649658
## 3417 54 BIN3 0.9776872 0.039489574 -0.81649658
## 3418 54 STMN1 0.8169131 0.039489574 -0.81649658
## 3419 54 NEURL2 1.8678762 0.039489574 -0.81649658
## 3420 54 DST -0.9919195 0.039489574 -0.81649658
## 3421 54 BBS4 0.7917331 0.039489574 -0.81649658
## 3422 54 SHROOM1 1.6359607 0.039489574 -0.81649658
## 3423 54 SHROOM2 0.6032635 0.039489574 -0.81649658
## 3424 54 PARD3 1.7035204 0.039489574 -0.81649658
## 3425 54 MYL2 -4.4515265 0.039489574 -0.81649658
## 3426 54 TCAP -0.7520534 0.039489574 -0.81649658
## 3427 54 AGFG1 1.3809748 0.039489574 -0.81649658
## 3428 54 ADORA2A -1.6248646 0.039489574 -0.81649658
## 3429 54 SOX9 0.4360159 0.039489574 -0.81649658
## 3430 54 ITGB1 -0.3208476 0.039489574 -0.81649658
## 3431 54 EPHB1 -0.9398894 0.039489574 -0.81649658
## 3432 54 HOXA1 -0.2561583 0.039489574 -0.81649658
## 3433 54 CD9 -0.7653465 0.039489574 -0.81649658
## 3434 54 FIS1 0.4282894 0.039489574 -0.81649658
## 3435 54 PTK2 -0.6527904 0.039489574 -0.81649658
## 3436 54 MACF1 0.6852201 0.039489574 -0.81649658
## 3437 54 BCL2 -0.8192378 0.039489574 -0.81649658
## 3438 54 NUMB -0.8725376 0.039489574 -0.81649658
## 3439 54 B3GNT2 0.8552599 0.039489574 -0.81649658
## 3440 54 KLK8 -0.8917271 0.039489574 -0.81649658
## 3441 54 ACTC1 -3.4079863 0.039489574 -0.81649658
## 3442 54 NTF3 -2.4233014 0.039489574 -0.81649658
## 3443 54 TRIM28 -0.2401768 0.039489574 -0.81649658
## 3444 54 ALMS1 0.5198716 0.039489574 -0.81649658
## 3445 54 EPHA7 0.4314310 0.039489574 -0.81649658
## 3446 54 SYNE2 -0.8645887 0.039489574 -0.81649658
## 3447 54 ULK1 0.4108861 0.039489574 -0.81649658
## 3448 54 PRICKLE2 -0.4355170 0.039489574 -0.81649658
## 3449 54 CACNA1A 0.7432564 0.039489574 -0.81649658
## 3450 25 ATP5E 0.3125334 0.040686695 2.20000000
## 3451 25 ATP1B2 -1.1594880 0.040686695 2.20000000
## 3452 25 ATP10A 4.1988042 0.040686695 2.20000000
## 3453 25 ATP10D 0.7066596 0.040686695 2.20000000
## 3454 25 ATP5G3 0.3349511 0.040686695 2.20000000
## 3455 25 ATP2B4 -1.8662842 0.040686695 2.20000000
## 3456 25 ATP8B1 -2.1074006 0.040686695 2.20000000
## 3457 25 ENTPD1 0.8515158 0.040686695 2.20000000
## 3458 25 ATP5H 0.4540141 0.040686695 2.20000000
## 3459 25 IMPDH1 0.7050896 0.040686695 2.20000000
## 3460 25 ATP11B 0.8076871 0.040686695 2.20000000
## 3461 25 ATP11A 0.5015364 0.040686695 2.20000000
## 3462 25 ATP1A1 0.6178691 0.040686695 2.20000000
## 3463 25 MYH7 -0.4684236 0.040686695 2.20000000
## 3464 25 AMPD3 -1.1400626 0.040686695 2.20000000
## 3465 25 ATP13A5 0.3757767 0.040686695 2.20000000
## 3466 25 ATP6V1A 0.6504485 0.040686695 2.20000000
## 3467 25 NME5 0.7192744 0.040686695 2.20000000
## 3468 25 ATP6V0E2 0.4783848 0.040686695 2.20000000
## 3469 25 NME3 0.5649069 0.040686695 2.20000000
## 3470 25 ATP2C1 0.5672868 0.040686695 2.20000000
## 3471 25 ATP9A -1.4010882 0.040686695 2.20000000
## 3472 25 ATP6V0A1 0.9847533 0.040686695 2.20000000
## 3473 25 PRPS2 -1.5910835 0.040686695 2.20000000
## 3474 25 ATP8A1 1.3527361 0.040686695 2.20000000
## 3475 20 ATP5E 0.3125334 0.040902205 2.23606798
## 3476 20 ATP1B2 -1.1594880 0.040902205 2.23606798
## 3477 20 ATP10A 4.1988042 0.040902205 2.23606798
## 3478 20 ATP11B 0.8076871 0.040902205 2.23606798
## 3479 20 ATP11A 0.5015364 0.040902205 2.23606798
## 3480 20 ATP1A1 0.6178691 0.040902205 2.23606798
## 3481 20 ATP10D 0.7066596 0.040902205 2.23606798
## 3482 20 MYH7 -0.4684236 0.040902205 2.23606798
## 3483 20 ATP5G3 0.3349511 0.040902205 2.23606798
## 3484 20 ATP13A5 0.3757767 0.040902205 2.23606798
## 3485 20 ATP6V1A 0.6504485 0.040902205 2.23606798
## 3486 20 ATP6V0E2 0.4783848 0.040902205 2.23606798
## 3487 20 ATP2B4 -1.8662842 0.040902205 2.23606798
## 3488 20 ATP2C1 0.5672868 0.040902205 2.23606798
## 3489 20 ATP9A -1.4010882 0.040902205 2.23606798
## 3490 20 ATP8B1 -2.1074006 0.040902205 2.23606798
## 3491 20 ATP6V0A1 0.9847533 0.040902205 2.23606798
## 3492 20 ENTPD1 0.8515158 0.040902205 2.23606798
## 3493 20 ATP5H 0.4540141 0.040902205 2.23606798
## 3494 20 ATP8A1 1.3527361 0.040902205 2.23606798
## 3495 14 CAV1 -0.9567264 0.040790395 -0.53452248
## 3496 14 ADORA2A -1.6248646 0.040790395 -0.53452248
## 3497 14 NF1 -0.7011862 0.040790395 -0.53452248
## 3498 14 PKIG 0.5947590 0.040790395 -0.53452248
## 3499 14 PDCD4 0.5736128 0.040790395 -0.53452248
## 3500 14 SPRY4 -1.3402904 0.040790395 -0.53452248
## 3501 14 THY1 -0.5538562 0.040790395 -0.53452248
## 3502 14 SH3BP5 -0.7996248 0.040790395 -0.53452248
## 3503 14 HEXIM1 0.4330916 0.040790395 -0.53452248
## 3504 14 HIPK3 0.4209051 0.040790395 -0.53452248
## 3505 14 TSC2 0.4849051 0.040790395 -0.53452248
## 3506 14 FABP4 -6.0063746 0.040790395 -0.53452248
## 3507 14 SPRED1 -1.0401939 0.040790395 -0.53452248
## 3508 14 GADD45A 1.2074545 0.040790395 -0.53452248
## 3509 14 CAV1 -0.9567264 0.040790395 -0.53452248
## 3510 14 ADORA2A -1.6248646 0.040790395 -0.53452248
## 3511 14 NF1 -0.7011862 0.040790395 -0.53452248
## 3512 14 PKIG 0.5947590 0.040790395 -0.53452248
## 3513 14 PDCD4 0.5736128 0.040790395 -0.53452248
## 3514 14 SPRY4 -1.3402904 0.040790395 -0.53452248
## 3515 14 THY1 -0.5538562 0.040790395 -0.53452248
## 3516 14 SH3BP5 -0.7996248 0.040790395 -0.53452248
## 3517 14 HEXIM1 0.4330916 0.040790395 -0.53452248
## 3518 14 HIPK3 0.4209051 0.040790395 -0.53452248
## 3519 14 TSC2 0.4849051 0.040790395 -0.53452248
## 3520 14 FABP4 -6.0063746 0.040790395 -0.53452248
## 3521 14 SPRED1 -1.0401939 0.040790395 -0.53452248
## 3522 14 GADD45A 1.2074545 0.040790395 -0.53452248
## 3523 23 ATP5E 0.3125334 0.040580485 2.29365855
## 3524 23 ATP1B2 -1.1594880 0.040580485 2.29365855
## 3525 23 ATP10A 4.1988042 0.040580485 2.29365855
## 3526 23 ATP11B 0.8076871 0.040580485 2.29365855
## 3527 23 ATP11A 0.5015364 0.040580485 2.29365855
## 3528 23 ATP1A1 0.6178691 0.040580485 2.29365855
## 3529 23 ATP10D 0.7066596 0.040580485 2.29365855
## 3530 23 ATP5G3 0.3349511 0.040580485 2.29365855
## 3531 23 AMPD3 -1.1400626 0.040580485 2.29365855
## 3532 23 ATP13A5 0.3757767 0.040580485 2.29365855
## 3533 23 NME5 0.7192744 0.040580485 2.29365855
## 3534 23 ATP6V1A 0.6504485 0.040580485 2.29365855
## 3535 23 ATP2B4 -1.8662842 0.040580485 2.29365855
## 3536 23 ATP6V0E2 0.4783848 0.040580485 2.29365855
## 3537 23 NME3 0.5649069 0.040580485 2.29365855
## 3538 23 ATP2C1 0.5672868 0.040580485 2.29365855
## 3539 23 ATP9A -1.4010882 0.040580485 2.29365855
## 3540 23 ATP8B1 -2.1074006 0.040580485 2.29365855
## 3541 23 ATP6V0A1 0.9847533 0.040580485 2.29365855
## 3542 23 ATP5H 0.4540141 0.040580485 2.29365855
## 3543 23 IMPDH1 0.7050896 0.040580485 2.29365855
## 3544 23 PRPS2 -1.5910835 0.040580485 2.29365855
## 3545 23 ATP8A1 1.3527361 0.040580485 2.29365855
## 3546 19 CAV1 -0.9567264 0.044161823 -0.68824720
## 3547 19 MAP2K1 -0.4628798 0.044161823 -0.68824720
## 3548 19 NF1 -0.7011862 0.044161823 -0.68824720
## 3549 19 TIRAP 1.1891548 0.044161823 -0.68824720
## 3550 19 TGFB3 -1.6543120 0.044161823 -0.68824720
## 3551 19 PRDX2 0.4945418 0.044161823 -0.68824720
## 3552 19 KIT -1.7946208 0.044161823 -0.68824720
## 3553 19 CD24A 0.8402202 0.044161823 -0.68824720
## 3554 19 PDCD4 0.5736128 0.044161823 -0.68824720
## 3555 19 SPRY4 -1.3402904 0.044161823 -0.68824720
## 3556 19 MAP3K5 -2.5823383 0.044161823 -0.68824720
## 3557 19 PLCE1 -0.5838718 0.044161823 -0.68824720
## 3558 19 MDFIC -1.1217362 0.044161823 -0.68824720
## 3559 19 HIPK3 0.4209051 0.044161823 -0.68824720
## 3560 19 CD81 -0.5231352 0.044161823 -0.68824720
## 3561 19 GAB1 0.8795894 0.044161823 -0.68824720
## 3562 19 SPRED1 -1.0401939 0.044161823 -0.68824720
## 3563 19 CEACAM2 2.2038350 0.044161823 -0.68824720
## 3564 19 HTR2A 0.8223105 0.044161823 -0.68824720
## 3565 24 ATP5E 0.3125334 0.043976558 2.44948974
## 3566 24 ATP1B2 -1.1594880 0.043976558 2.44948974
## 3567 24 ATP10A 4.1988042 0.043976558 2.44948974
## 3568 24 ATP11B 0.8076871 0.043976558 2.44948974
## 3569 24 ATP11A 0.5015364 0.043976558 2.44948974
## 3570 24 ATP1A1 0.6178691 0.043976558 2.44948974
## 3571 24 ATP10D 0.7066596 0.043976558 2.44948974
## 3572 24 MYH7 -0.4684236 0.043976558 2.44948974
## 3573 24 ATP5G3 0.3349511 0.043976558 2.44948974
## 3574 24 AMPD3 -1.1400626 0.043976558 2.44948974
## 3575 24 ATP13A5 0.3757767 0.043976558 2.44948974
## 3576 24 NME5 0.7192744 0.043976558 2.44948974
## 3577 24 ATP6V1A 0.6504485 0.043976558 2.44948974
## 3578 24 ATP2B4 -1.8662842 0.043976558 2.44948974
## 3579 24 NME3 0.5649069 0.043976558 2.44948974
## 3580 24 ATP6V0E2 0.4783848 0.043976558 2.44948974
## 3581 24 ATP2C1 0.5672868 0.043976558 2.44948974
## 3582 24 ATP9A -1.4010882 0.043976558 2.44948974
## 3583 24 ATP8B1 -2.1074006 0.043976558 2.44948974
## 3584 24 ATP6V0A1 0.9847533 0.043976558 2.44948974
## 3585 24 ENTPD1 0.8515158 0.043976558 2.44948974
## 3586 24 ATP5H 0.4540141 0.043976558 2.44948974
## 3587 24 IMPDH1 0.7050896 0.043976558 2.44948974
## 3588 24 ATP8A1 1.3527361 0.043976558 2.44948974
## 3589 7 DLC1 -0.9707875 0.051671921 -1.88982237
## 3590 7 TLN1 -0.3368527 0.051671921 -1.88982237
## 3591 7 ITGA5 -0.8219463 0.051671921 -1.88982237
## 3592 7 BCL2 -0.8192378 0.051671921 -1.88982237
## 3593 7 LAMC1 -0.9131959 0.051671921 -1.88982237
## 3594 7 FN1 1.8449363 0.051671921 -1.88982237
## 3595 7 THY1 -0.5538562 0.051671921 -1.88982237
## 3596 55 PPARD 0.6858954 0.051350047 1.48323970
## 3597 55 ATOX1 1.2381989 0.051350047 1.48323970
## 3598 55 SLC9A2 1.6521110 0.051350047 1.48323970
## 3599 55 EDN1 1.3813006 0.051350047 1.48323970
## 3600 55 CLSTN1 0.4104121 0.051350047 1.48323970
## 3601 55 EDNRB -3.1025597 0.051350047 1.48323970
## 3602 55 AQP11 3.5743475 0.051350047 1.48323970
## 3603 55 APOE 0.8698346 0.051350047 1.48323970
## 3604 55 NKX6-2 -0.3066171 0.051350047 1.48323970
## 3605 55 COL4A3BP 1.3971175 0.051350047 1.48323970
## 3606 55 MT2 3.3422036 0.051350047 1.48323970
## 3607 55 MT1 2.2178710 0.051350047 1.48323970
## 3608 55 SGK1 -1.4770505 0.051350047 1.48323970
## 3609 55 SOCS6 0.4834925 0.051350047 1.48323970
## 3610 55 PFKM 0.5475063 0.051350047 1.48323970
## 3611 55 SLC9A3R1 0.6445308 0.051350047 1.48323970
## 3612 55 TECR 0.8028654 0.051350047 1.48323970
## 3613 55 PRKCB 2.0486665 0.051350047 1.48323970
## 3614 55 4930506M07RIK -1.2674566 0.051350047 1.48323970
## 3615 55 NPC1 0.3724211 0.051350047 1.48323970
## 3616 55 ATP2C1 0.5672868 0.051350047 1.48323970
## 3617 55 PRNP 1.0410868 0.051350047 1.48323970
## 3618 55 CLN5 0.4207280 0.051350047 1.48323970
## 3619 55 CAV1 -0.9567264 0.051350047 1.48323970
## 3620 55 ADORA2A -1.6248646 0.051350047 1.48323970
## 3621 55 PRND -2.6433152 0.051350047 1.48323970
## 3622 55 NR3C2 0.8578552 0.051350047 1.48323970
## 3623 55 KCNA5 -2.9110702 0.051350047 1.48323970
## 3624 55 GCLM 0.6004267 0.051350047 1.48323970
## 3625 55 CD24A 0.8402202 0.051350047 1.48323970
## 3626 55 FTH1 0.2544095 0.051350047 1.48323970
## 3627 55 CD9 -0.7653465 0.051350047 1.48323970
## 3628 55 SERINC5 0.5369720 0.051350047 1.48323970
## 3629 55 INPP5K 0.7417352 0.051350047 1.48323970
## 3630 55 SLC30A1 1.4627024 0.051350047 1.48323970
## 3631 55 BCL2 -0.8192378 0.051350047 1.48323970
## 3632 55 PKD2 -0.6848571 0.051350047 1.48323970
## 3633 55 ASPSCR1 0.4158936 0.051350047 1.48323970
## 3634 55 SCD2 1.4493419 0.051350047 1.48323970
## 3635 55 NTF3 -2.4233014 0.051350047 1.48323970
## 3636 55 NF1 -0.7011862 0.051350047 1.48323970
## 3637 55 ALMS1 0.5198716 0.051350047 1.48323970
## 3638 55 TRIM24 -0.4260120 0.051350047 1.48323970
## 3639 55 TNNI3 -1.5804001 0.051350047 1.48323970
## 3640 55 CSRP3 -0.9135559 0.051350047 1.48323970
## 3641 55 PARK7 0.6154578 0.051350047 1.48323970
## 3642 55 PYGM -1.1990651 0.051350047 1.48323970
## 3643 55 S100B 0.3014963 0.051350047 1.48323970
## 3644 55 TFRC 4.4032544 0.051350047 1.48323970
## 3645 55 FYN -1.6589775 0.051350047 1.48323970
## 3646 55 PLN -2.0734027 0.051350047 1.48323970
## 3647 55 FABP4 -6.0063746 0.051350047 1.48323970
## 3648 55 NR5A2 -0.7327046 0.051350047 1.48323970
## 3649 55 CACNA1A 0.7432564 0.051350047 1.48323970
## 3650 55 F2R -2.1268269 0.051350047 1.48323970
## 3651 14 CAV1 -0.9567264 0.055390213 -0.53452248
## 3652 14 ADORA2A -1.6248646 0.055390213 -0.53452248
## 3653 14 NF1 -0.7011862 0.055390213 -0.53452248
## 3654 14 PKIG 0.5947590 0.055390213 -0.53452248
## 3655 14 PDCD4 0.5736128 0.055390213 -0.53452248
## 3656 14 SPRY4 -1.3402904 0.055390213 -0.53452248
## 3657 14 THY1 -0.5538562 0.055390213 -0.53452248
## 3658 14 SH3BP5 -0.7996248 0.055390213 -0.53452248
## 3659 14 HEXIM1 0.4330916 0.055390213 -0.53452248
## 3660 14 HIPK3 0.4209051 0.055390213 -0.53452248
## 3661 14 TSC2 0.4849051 0.055390213 -0.53452248
## 3662 14 FABP4 -6.0063746 0.055390213 -0.53452248
## 3663 14 SPRED1 -1.0401939 0.055390213 -0.53452248
## 3664 14 GADD45A 1.2074545 0.055390213 -0.53452248
## 3665 39 PARD3 1.7035204 0.054935299 0.16012815
## 3666 39 CADM1 1.8215955 0.054935299 0.16012815
## 3667 39 CLDN6 0.5868790 0.054935299 0.16012815
## 3668 39 CLSTN1 0.4104121 0.054935299 0.16012815
## 3669 39 CLDN5 1.5291096 0.054935299 0.16012815
## 3670 39 CTNND1 -0.4345541 0.054935299 0.16012815
## 3671 39 LMO7 -0.7436161 0.054935299 0.16012815
## 3672 39 CDH2 1.2832653 0.054935299 0.16012815
## 3673 39 SOX9 0.4360159 0.054935299 0.16012815
## 3674 39 CD2AP 0.8355163 0.054935299 0.16012815
## 3675 39 CD24A 0.8402202 0.054935299 0.16012815
## 3676 39 DCHS1 -0.9529726 0.054935299 0.16012815
## 3677 39 CDH5 -0.5147797 0.054935299 0.16012815
## 3678 39 CLDN15 -0.6738799 0.054935299 0.16012815
## 3679 39 TGFB2 2.3031748 0.054935299 0.16012815
## 3680 39 CERKL 0.8624001 0.054935299 0.16012815
## 3681 39 BCL2 -0.8192378 0.054935299 0.16012815
## 3682 39 PCDHB16 -0.5630452 0.054935299 0.16012815
## 3683 39 ROBO2 -1.6686921 0.054935299 0.16012815
## 3684 39 RAPGEF1 -0.8695919 0.054935299 0.16012815
## 3685 39 CDH23 -1.1805802 0.054935299 0.16012815
## 3686 39 RET 1.1952974 0.054935299 0.16012815
## 3687 39 LGALS1 -2.2474624 0.054935299 0.16012815
## 3688 39 PCDH10 0.2447438 0.054935299 0.16012815
## 3689 39 PCDH12 -1.4947782 0.054935299 0.16012815
## 3690 39 LEF1 4.2312762 0.054935299 0.16012815
## 3691 39 PCDH17 -2.0914267 0.054935299 0.16012815
## 3692 39 CD164 0.4820687 0.054935299 0.16012815
## 3693 39 MCAM -2.2179162 0.054935299 0.16012815
## 3694 39 THY1 -0.5538562 0.054935299 0.16012815
## 3695 39 JUP -1.0516396 0.054935299 0.16012815
## 3696 39 IGSF5 1.3725783 0.054935299 0.16012815
## 3697 39 CDH13 -2.2703880 0.054935299 0.16012815
## 3698 39 ATP2C1 0.5672868 0.054935299 0.16012815
## 3699 39 ITGA5 -0.8219463 0.054935299 0.16012815
## 3700 39 FREM2 0.8510785 0.054935299 0.16012815
## 3701 39 CDON 0.5243444 0.054935299 0.16012815
## 3702 39 NPTN -0.4668163 0.054935299 0.16012815
## 3703 39 TCAM1 0.2929374 0.054935299 0.16012815
## 3704 22 ATP5E 0.3125334 0.054521867 2.55840860
## 3705 22 ATP1B2 -1.1594880 0.054521867 2.55840860
## 3706 22 ATP10A 4.1988042 0.054521867 2.55840860
## 3707 22 ATP11B 0.8076871 0.054521867 2.55840860
## 3708 22 ATP11A 0.5015364 0.054521867 2.55840860
## 3709 22 ATP1A1 0.6178691 0.054521867 2.55840860
## 3710 22 ATP10D 0.7066596 0.054521867 2.55840860
## 3711 22 ATP5G3 0.3349511 0.054521867 2.55840860
## 3712 22 AMPD3 -1.1400626 0.054521867 2.55840860
## 3713 22 ATP13A5 0.3757767 0.054521867 2.55840860
## 3714 22 NME5 0.7192744 0.054521867 2.55840860
## 3715 22 ATP6V1A 0.6504485 0.054521867 2.55840860
## 3716 22 ATP2B4 -1.8662842 0.054521867 2.55840860
## 3717 22 ATP6V0E2 0.4783848 0.054521867 2.55840860
## 3718 22 NME3 0.5649069 0.054521867 2.55840860
## 3719 22 ATP2C1 0.5672868 0.054521867 2.55840860
## 3720 22 ATP9A -1.4010882 0.054521867 2.55840860
## 3721 22 ATP8B1 -2.1074006 0.054521867 2.55840860
## 3722 22 ATP6V0A1 0.9847533 0.054521867 2.55840860
## 3723 22 ATP5H 0.4540141 0.054521867 2.55840860
## 3724 22 IMPDH1 0.7050896 0.054521867 2.55840860
## 3725 22 ATP8A1 1.3527361 0.054521867 2.55840860
## 3726 20 ATP5E 0.3125334 0.054511551 2.68328157
## 3727 20 ATP1B2 -1.1594880 0.054511551 2.68328157
## 3728 20 ATP10A 4.1988042 0.054511551 2.68328157
## 3729 20 ATP11B 0.8076871 0.054511551 2.68328157
## 3730 20 ATP11A 0.5015364 0.054511551 2.68328157
## 3731 20 ATP1A1 0.6178691 0.054511551 2.68328157
## 3732 20 ATP10D 0.7066596 0.054511551 2.68328157
## 3733 20 ATP5G3 0.3349511 0.054511551 2.68328157
## 3734 20 ATP13A5 0.3757767 0.054511551 2.68328157
## 3735 20 ATP6V1A 0.6504485 0.054511551 2.68328157
## 3736 20 NME5 0.7192744 0.054511551 2.68328157
## 3737 20 ATP6V0E2 0.4783848 0.054511551 2.68328157
## 3738 20 NME3 0.5649069 0.054511551 2.68328157
## 3739 20 ATP2B4 -1.8662842 0.054511551 2.68328157
## 3740 20 ATP2C1 0.5672868 0.054511551 2.68328157
## 3741 20 ATP9A -1.4010882 0.054511551 2.68328157
## 3742 20 ATP8B1 -2.1074006 0.054511551 2.68328157
## 3743 20 ATP6V0A1 0.9847533 0.054511551 2.68328157
## 3744 20 ATP5H 0.4540141 0.054511551 2.68328157
## 3745 20 ATP8A1 1.3527361 0.054511551 2.68328157
## 3746 20 ATP5E 0.3125334 0.054511551 2.68328157
## 3747 20 ATP1B2 -1.1594880 0.054511551 2.68328157
## 3748 20 ATP10A 4.1988042 0.054511551 2.68328157
## 3749 20 ATP11B 0.8076871 0.054511551 2.68328157
## 3750 20 ATP11A 0.5015364 0.054511551 2.68328157
## 3751 20 ATP1A1 0.6178691 0.054511551 2.68328157
## 3752 20 ATP10D 0.7066596 0.054511551 2.68328157
## 3753 20 ATP5G3 0.3349511 0.054511551 2.68328157
## 3754 20 ATP13A5 0.3757767 0.054511551 2.68328157
## 3755 20 ATP6V1A 0.6504485 0.054511551 2.68328157
## 3756 20 NME5 0.7192744 0.054511551 2.68328157
## 3757 20 ATP6V0E2 0.4783848 0.054511551 2.68328157
## 3758 20 NME3 0.5649069 0.054511551 2.68328157
## 3759 20 ATP2B4 -1.8662842 0.054511551 2.68328157
## 3760 20 ATP2C1 0.5672868 0.054511551 2.68328157
## 3761 20 ATP9A -1.4010882 0.054511551 2.68328157
## 3762 20 ATP8B1 -2.1074006 0.054511551 2.68328157
## 3763 20 ATP6V0A1 0.9847533 0.054511551 2.68328157
## 3764 20 ATP5H 0.4540141 0.054511551 2.68328157
## 3765 20 ATP8A1 1.3527361 0.054511551 2.68328157
## 3766 368 LYPD1 0.6977183 0.000318000 0.10425721
## 3767 368 CDIPT -0.7031981 0.000318000 0.10425721
## 3768 368 GPR126 1.4693363 0.000318000 0.10425721
## 3769 368 SGMS2 3.3169163 0.000318000 0.10425721
## 3770 368 CADM1 1.8215955 0.000318000 0.10425721
## 3771 368 GPR124 1.2278150 0.000318000 0.10425721
## 3772 368 EFNA3 0.9885437 0.000318000 0.10425721
## 3773 368 ADCY6 -0.7557491 0.000318000 0.10425721
## 3774 368 UTRN 0.6515582 0.000318000 0.10425721
## 3775 368 AQP7 -4.9741103 0.000318000 0.10425721
## 3776 368 AMOTL1 -0.7736098 0.000318000 0.10425721
## 3777 368 ITSN1 0.4589041 0.000318000 0.10425721
## 3778 368 VPS33B 0.4778649 0.000318000 0.10425721
## 3779 368 AQP1 -5.2258497 0.000318000 0.10425721
## 3780 368 AMOTL2 -0.8098481 0.000318000 0.10425721
## 3781 368 MAGED1 0.9304536 0.000318000 0.10425721
## 3782 368 CTTNBP2 0.4650256 0.000318000 0.10425721
## 3783 368 LPHN3 2.4998345 0.000318000 0.10425721
## 3784 368 ATP2B4 -1.8662842 0.000318000 0.10425721
## 3785 368 HMCN1 2.2111133 0.000318000 0.10425721
## 3786 368 PICALM -0.5427484 0.000318000 0.10425721
## 3787 368 CD44 -1.0396956 0.000318000 0.10425721
## 3788 368 AQP11 3.5743475 0.000318000 0.10425721
## 3789 368 RAB28 0.6242857 0.000318000 0.10425721
## 3790 368 APOE 0.8698346 0.000318000 0.10425721
## 3791 368 ILK -0.6476593 0.000318000 0.10425721
## 3792 368 KLRA10 -2.2548568 0.000318000 0.10425721
## 3793 368 GNG5 0.5096927 0.000318000 0.10425721
## 3794 368 ADAM9 -0.4837100 0.000318000 0.10425721
## 3795 368 GNG7 0.5588479 0.000318000 0.10425721
## 3796 368 CDH23 -1.1805802 0.000318000 0.10425721
## 3797 368 RECK 3.6926860 0.000318000 0.10425721
## 3798 368 TMEFF1 4.2412082 0.000318000 0.10425721
## 3799 368 BSG 1.7787647 0.000318000 0.10425721
## 3800 368 MAGI1 -1.2213891 0.000318000 0.10425721
## 3801 368 MPDZ -1.2718824 0.000318000 0.10425721
## 3802 368 CRYAB -0.9114836 0.000318000 0.10425721
## 3803 368 SCN2A1 0.3935116 0.000318000 0.10425721
## 3804 368 VANGL2 0.5220569 0.000318000 0.10425721
## 3805 368 EFNB2 -1.0007095 0.000318000 0.10425721
## 3806 368 THY1 -0.5538562 0.000318000 0.10425721
## 3807 368 JUP -1.0516396 0.000318000 0.10425721
## 3808 368 NPC1 0.3724211 0.000318000 0.10425721
## 3809 368 EGFLAM 0.8570897 0.000318000 0.10425721
## 3810 368 CD36 -7.1283219 0.000318000 0.10425721
## 3811 368 PGM5 1.9231251 0.000318000 0.10425721
## 3812 368 PTRF -0.8990656 0.000318000 0.10425721
## 3813 368 ABCB1A 1.6552951 0.000318000 0.10425721
## 3814 368 ABCB1B -1.9325711 0.000318000 0.10425721
## 3815 368 PDGFRA -0.5362066 0.000318000 0.10425721
## 3816 368 NPTN -0.4668163 0.000318000 0.10425721
## 3817 368 TRAPPC4 0.6653407 0.000318000 0.10425721
## 3818 368 TGFB1I1 -0.9829797 0.000318000 0.10425721
## 3819 368 UNC13C 0.5117994 0.000318000 0.10425721
## 3820 368 GPR146 0.7235158 0.000318000 0.10425721
## 3821 368 CLCN3 0.4268344 0.000318000 0.10425721
## 3822 368 ENPP2 1.6751688 0.000318000 0.10425721
## 3823 368 ASAP2 -1.5758740 0.000318000 0.10425721
## 3824 368 FCGRT 1.0807321 0.000318000 0.10425721
## 3825 368 EPHB4 -0.8022917 0.000318000 0.10425721
## 3826 368 EPHB1 -0.9398894 0.000318000 0.10425721
## 3827 368 ITGBL1 -0.4521872 0.000318000 0.10425721
## 3828 368 DAGLA 0.2561199 0.000318000 0.10425721
## 3829 368 ZAP70 0.9691435 0.000318000 0.10425721
## 3830 368 SLC28A2 -3.5721393 0.000318000 0.10425721
## 3831 368 NPHP1 0.5274854 0.000318000 0.10425721
## 3832 368 ASPSCR1 0.4158936 0.000318000 0.10425721
## 3833 368 NTF3 -2.4233014 0.000318000 0.10425721
## 3834 368 MAOA 3.0975018 0.000318000 0.10425721
## 3835 368 PCDH10 0.2447438 0.000318000 0.10425721
## 3836 368 TGFBR2 0.9984773 0.000318000 0.10425721
## 3837 368 MAOB 2.9632211 0.000318000 0.10425721
## 3838 368 SMAD3 0.8885396 0.000318000 0.10425721
## 3839 368 PCDH12 -1.4947782 0.000318000 0.10425721
## 3840 368 CD63 -1.9954863 0.000318000 0.10425721
## 3841 368 PCDH17 -2.0914267 0.000318000 0.10425721
## 3842 368 MCAM -2.2179162 0.000318000 0.10425721
## 3843 368 GNAT3 -0.6986170 0.000318000 0.10425721
## 3844 368 ABCG2 1.4057210 0.000318000 0.10425721
## 3845 368 LAMA2 -0.4230971 0.000318000 0.10425721
## 3846 368 EPHA7 0.4314310 0.000318000 0.10425721
## 3847 368 GNGT2 -1.4393956 0.000318000 0.10425721
## 3848 368 CD55 -1.2585362 0.000318000 0.10425721
## 3849 368 EPS8 1.1645216 0.000318000 0.10425721
## 3850 368 KCNJ8 -0.6850658 0.000318000 0.10425721
## 3851 368 TGFBR3 1.2105366 0.000318000 0.10425721
## 3852 368 RHEB 0.5187213 0.000318000 0.10425721
## 3853 368 SYTL2 0.7820970 0.000318000 0.10425721
## 3854 368 NRP2 -1.5153173 0.000318000 0.10425721
## 3855 368 GYPC -0.8129031 0.000318000 0.10425721
## 3856 368 STEAP4 -1.0645719 0.000318000 0.10425721
## 3857 368 GPR85 0.3148055 0.000318000 0.10425721
## 3858 368 NRP1 -1.1412315 0.000318000 0.10425721
## 3859 368 GPR160 0.7896423 0.000318000 0.10425721
## 3860 368 MYO7A -0.6571930 0.000318000 0.10425721
## 3861 368 H2-D1 -0.5065864 0.000318000 0.10425721
## 3862 368 GJA1 -0.8179480 0.000318000 0.10425721
## 3863 368 AP3S1 0.6441039 0.000318000 0.10425721
## 3864 368 GJA5 -2.4542500 0.000318000 0.10425721
## 3865 368 MMP25 0.3999529 0.000318000 0.10425721
## 3866 368 MCF2L -0.5195414 0.000318000 0.10425721
## 3867 368 ASAH2 -1.4975050 0.000318000 0.10425721
## 3868 368 ART3 -3.4235409 0.000318000 0.10425721
## 3869 368 EDNRB -3.1025597 0.000318000 0.10425721
## 3870 368 AP2B1 0.8121430 0.000318000 0.10425721
## 3871 368 CERKL 0.8624001 0.000318000 0.10425721
## 3872 368 SMAP1 0.6551348 0.000318000 0.10425721
## 3873 368 IL1RAP 0.4313412 0.000318000 0.10425721
## 3874 368 STRA6 2.1917987 0.000318000 0.10425721
## 3875 368 SLC22A5 0.5032908 0.000318000 0.10425721
## 3876 368 GPIHBP1 -4.1310943 0.000318000 0.10425721
## 3877 368 CEACAM2 2.2038350 0.000318000 0.10425721
## 3878 368 DPP4 3.0311147 0.000318000 0.10425721
## 3879 368 AGPAT1 0.7000593 0.000318000 0.10425721
## 3880 368 CTBP2 0.4262190 0.000318000 0.10425721
## 3881 368 ADAM10 0.4370403 0.000318000 0.10425721
## 3882 368 LYN -0.7283980 0.000318000 0.10425721
## 3883 368 STX2 -1.4672858 0.000318000 0.10425721
## 3884 368 FLOT2 -0.5226118 0.000318000 0.10425721
## 3885 368 SLC22A8 4.6198271 0.000318000 0.10425721
## 3886 368 SLC3A2 2.0731455 0.000318000 0.10425721
## 3887 368 RFTN2 0.5881949 0.000318000 0.10425721
## 3888 368 MMP15 -1.4652837 0.000318000 0.10425721
## 3889 368 CLIC1 -0.5963828 0.000318000 0.10425721
## 3890 368 CD164 0.4820687 0.000318000 0.10425721
## 3891 368 FLNA -0.6730172 0.000318000 0.10425721
## 3892 368 LRPAP1 0.3978039 0.000318000 0.10425721
## 3893 368 BGN -1.5797421 0.000318000 0.10425721
## 3894 368 MAST2 0.3355945 0.000318000 0.10425721
## 3895 368 PRUNE 1.2060202 0.000318000 0.10425721
## 3896 368 XPR1 0.4871346 0.000318000 0.10425721
## 3897 368 PLXDC1 -0.5825295 0.000318000 0.10425721
## 3898 368 SORT1 1.1173178 0.000318000 0.10425721
## 3899 368 KCTD12B -0.8638782 0.000318000 0.10425721
## 3900 368 SGCE -1.5005806 0.000318000 0.10425721
## 3901 368 PARVB 1.1023674 0.000318000 0.10425721
## 3902 368 MAP3K12 -0.5351272 0.000318000 0.10425721
## 3903 368 SGCB -1.2201619 0.000318000 0.10425721
## 3904 368 PARVA -0.7543596 0.000318000 0.10425721
## 3905 368 SLC39A14 -0.8730863 0.000318000 0.10425721
## 3906 368 NKD1 3.3228355 0.000318000 0.10425721
## 3907 368 SHROOM2 0.6032635 0.000318000 0.10425721
## 3908 368 PARD3 1.7035204 0.000318000 0.10425721
## 3909 368 MTDH -0.4614407 0.000318000 0.10425721
## 3910 368 LIMS2 -0.8359992 0.000318000 0.10425721
## 3911 368 EEA1 -0.3566612 0.000318000 0.10425721
## 3912 368 SLC19A3 6.2815246 0.000318000 0.10425721
## 3913 368 KIT -1.7946208 0.000318000 0.10425721
## 3914 368 CLDN15 -0.6738799 0.000318000 0.10425721
## 3915 368 PLIN2 -0.6068227 0.000318000 0.10425721
## 3916 368 DGKD -1.1848871 0.000318000 0.10425721
## 3917 368 MFSD7C 2.5002425 0.000318000 0.10425721
## 3918 368 LANCL2 0.3723850 0.000318000 0.10425721
## 3919 368 SOS1 0.6901445 0.000318000 0.10425721
## 3920 368 COL6A3 -0.3943146 0.000318000 0.10425721
## 3921 368 CLEC2D 0.7821061 0.000318000 0.10425721
## 3922 368 PKD2 -0.6848571 0.000318000 0.10425721
## 3923 368 SLCO3A1 -1.2113420 0.000318000 0.10425721
## 3924 368 CLEC2H 0.2441908 0.000318000 0.10425721
## 3925 368 LY75 2.8168512 0.000318000 0.10425721
## 3926 368 NOS1 0.4966184 0.000318000 0.10425721
## 3927 368 NPR2 -2.0769596 0.000318000 0.10425721
## 3928 368 ATP1A1 0.6178691 0.000318000 0.10425721
## 3929 368 SAMD4 -0.7848970 0.000318000 0.10425721
## 3930 368 FZD6 1.3453589 0.000318000 0.10425721
## 3931 368 PROM1 2.2468888 0.000318000 0.10425721
## 3932 368 CDH13 -2.2703880 0.000318000 0.10425721
## 3933 368 SLC16A2 1.8015782 0.000318000 0.10425721
## 3934 368 ABCC9 -0.5831183 0.000318000 0.10425721
## 3935 368 AP2A2 0.3464030 0.000318000 0.10425721
## 3936 368 PTP4A3 -0.6424650 0.000318000 0.10425721
## 3937 368 TFRC 4.4032544 0.000318000 0.10425721
## 3938 368 GRIA1 0.2265749 0.000318000 0.10425721
## 3939 368 STAB1 -0.4562437 0.000318000 0.10425721
## 3940 368 LAYN 2.3060945 0.000318000 0.10425721
## 3941 368 FYN -1.6589775 0.000318000 0.10425721
## 3942 368 GNG10 -0.4197443 0.000318000 0.10425721
## 3943 368 CDON 0.5243444 0.000318000 0.10425721
## 3944 368 SLC16A9 1.7302349 0.000318000 0.10425721
## 3945 368 HBEGF 1.1368100 0.000318000 0.10425721
## 3946 368 ABCC4 1.9315770 0.000318000 0.10425721
## 3947 368 AMOT 1.0877881 0.000318000 0.10425721
## 3948 368 LRP8 3.3563987 0.000318000 0.10425721
## 3949 368 CP 3.0784531 0.000318000 0.10425721
## 3950 368 DNM2 0.3509938 0.000318000 0.10425721
## 3951 368 HTR2A 0.8223105 0.000318000 0.10425721
## 3952 368 GNA13 0.3711599 0.000318000 0.10425721
## 3953 368 ENAH -0.8317531 0.000318000 0.10425721
## 3954 368 OCLN 4.6990665 0.000318000 0.10425721
## 3955 368 PLXNA4 -1.3155278 0.000318000 0.10425721
## 3956 368 GABRB2 -0.2803297 0.000318000 0.10425721
## 3957 368 TGFB3 -1.6543120 0.000318000 0.10425721
## 3958 368 LMO7 -0.7436161 0.000318000 0.10425721
## 3959 368 SLC7A5 3.9292045 0.000318000 0.10425721
## 3960 368 IL17RD 0.8236271 0.000318000 0.10425721
## 3961 368 IQGAP1 0.5964467 0.000318000 0.10425721
## 3962 368 SEZ6L2 -1.0876576 0.000318000 0.10425721
## 3963 368 SLC16A1 3.7340748 0.000318000 0.10425721
## 3964 368 DMXL2 0.4025114 0.000318000 0.10425721
## 3965 368 DYSF -1.6785928 0.000318000 0.10425721
## 3966 368 TIAM1 0.8203766 0.000318000 0.10425721
## 3967 368 SLC2A1 4.7325928 0.000318000 0.10425721
## 3968 368 ROBO2 -1.6686921 0.000318000 0.10425721
## 3969 368 SPRED1 -1.0401939 0.000318000 0.10425721
## 3970 368 INSR 1.6754155 0.000318000 0.10425721
## 3971 368 MTUS1 1.1123813 0.000318000 0.10425721
## 3972 368 SCAMP5 -0.5922270 0.000318000 0.10425721
## 3973 368 INADL 0.3447180 0.000318000 0.10425721
## 3974 368 BST2 -0.6709576 0.000318000 0.10425721
## 3975 368 MFGE8 -1.4562858 0.000318000 0.10425721
## 3976 368 PNPLA6 0.8906838 0.000318000 0.10425721
## 3977 368 TNS3 -0.3539310 0.000318000 0.10425721
## 3978 368 IGSF5 1.3725783 0.000318000 0.10425721
## 3979 368 MIB1 -0.2899698 0.000318000 0.10425721
## 3980 368 PLCE1 -0.5838718 0.000318000 0.10425721
## 3981 368 LYNX1 1.0066724 0.000318000 0.10425721
## 3982 368 RASGRF2 -2.0588121 0.000318000 0.10425721
## 3983 368 CLEC12B -1.3592017 0.000318000 0.10425721
## 3984 368 CD300LG -2.2784085 0.000318000 0.10425721
## 3985 368 NEURL2 1.8678762 0.000318000 0.10425721
## 3986 368 VAMP1 0.5729027 0.000318000 0.10425721
## 3987 368 CAR4 0.6921409 0.000318000 0.10425721
## 3988 368 DST -0.9919195 0.000318000 0.10425721
## 3989 368 SLC40A1 4.5186054 0.000318000 0.10425721
## 3990 368 TNFAIP1 -0.6981907 0.000318000 0.10425721
## 3991 368 SLC38A5 4.2740287 0.000318000 0.10425721
## 3992 368 BBS4 0.7917331 0.000318000 0.10425721
## 3993 368 CGNL1 1.4352262 0.000318000 0.10425721
## 3994 368 CAV1 -0.9567264 0.000318000 0.10425721
## 3995 368 SLC38A3 4.7617553 0.000318000 0.10425721
## 3996 368 FGFR3 -0.4419298 0.000318000 0.10425721
## 3997 368 CYSLTR1 0.8857311 0.000318000 0.10425721
## 3998 368 ADORA2A -1.6248646 0.000318000 0.10425721
## 3999 368 MAP4K2 0.4707371 0.000318000 0.10425721
## 4000 368 LRBA 0.4892743 0.000318000 0.10425721
## 4001 368 PAQR7 0.8887517 0.000318000 0.10425721
## 4002 368 ITGB5 -2.0664620 0.000318000 0.10425721
## 4003 368 CDC42SE1 0.6811924 0.000318000 0.10425721
## 4004 368 NOSTRIN 1.2039553 0.000318000 0.10425721
## 4005 368 TTC8 0.5018888 0.000318000 0.10425721
## 4006 368 KCNA5 -2.9110702 0.000318000 0.10425721
## 4007 368 ITGB1 -0.3208476 0.000318000 0.10425721
## 4008 368 TTYH3 -0.5635840 0.000318000 0.10425721
## 4009 368 PTK2 -0.6527904 0.000318000 0.10425721
## 4010 368 SLC30A1 1.4627024 0.000318000 0.10425721
## 4011 368 P2RY2 -1.2897863 0.000318000 0.10425721
## 4012 368 TTYH2 1.3580564 0.000318000 0.10425721
## 4013 368 NUMB -0.8725376 0.000318000 0.10425721
## 4014 368 LRFN1 -0.2244776 0.000318000 0.10425721
## 4015 368 SSX2IP 1.8684610 0.000318000 0.10425721
## 4016 368 PLXND1 -1.4831711 0.000318000 0.10425721
## 4017 368 FN1 1.8449363 0.000318000 0.10425721
## 4018 368 LPL -4.7634007 0.000318000 0.10425721
## 4019 368 DIXDC1 1.7223422 0.000318000 0.10425721
## 4020 368 PHACTR1 0.6381621 0.000318000 0.10425721
## 4021 368 CACNA2D1 -0.4306334 0.000318000 0.10425721
## 4022 368 VAV3 -3.2720604 0.000318000 0.10425721
## 4023 368 ADAM23 -1.0844037 0.000318000 0.10425721
## 4024 368 KCNB1 -1.0854138 0.000318000 0.10425721
## 4025 368 ITGA3 0.6590656 0.000318000 0.10425721
## 4026 368 SNAPIN 0.7468065 0.000318000 0.10425721
## 4027 368 SLCO2B1 1.6637848 0.000318000 0.10425721
## 4028 368 H2-Q6 -1.5226946 0.000318000 0.10425721
## 4029 368 H2-Q7 -0.6636216 0.000318000 0.10425721
## 4030 368 SHANK3 -0.9320666 0.000318000 0.10425721
## 4031 368 H2-Q8 -1.0723176 0.000318000 0.10425721
## 4032 368 ITGA9 -1.7933917 0.000318000 0.10425721
## 4033 368 LAMP2 -0.4551722 0.000318000 0.10425721
## 4034 368 SLC7A3 1.2186534 0.000318000 0.10425721
## 4035 368 ITGA5 -0.8219463 0.000318000 0.10425721
## 4036 368 FREM2 0.8510785 0.000318000 0.10425721
## 4037 368 PRICKLE2 -0.4355170 0.000318000 0.10425721
## 4038 368 ECSCR -1.1219161 0.000318000 0.10425721
## 4039 368 PDZD2 -0.7884893 0.000318000 0.10425721
## 4040 368 PLEKHA2 -0.6398823 0.000318000 0.10425721
## 4041 368 CACNA1A 0.7432564 0.000318000 0.10425721
## 4042 368 IER3 0.8705497 0.000318000 0.10425721
## 4043 368 TLN1 -0.3368527 0.000318000 0.10425721
## 4044 368 CLDN6 0.5868790 0.000318000 0.10425721
## 4045 368 LEPR 2.6539788 0.000318000 0.10425721
## 4046 368 CLSTN1 0.4104121 0.000318000 0.10425721
## 4047 368 CLDN5 1.5291096 0.000318000 0.10425721
## 4048 368 PEX3 1.0629433 0.000318000 0.10425721
## 4049 368 SKAP2 -0.9585752 0.000318000 0.10425721
## 4050 368 LSR 2.0573397 0.000318000 0.10425721
## 4051 368 VMN1R208 -0.1800596 0.000318000 0.10425721
## 4052 368 ARHGAP21 -0.4753129 0.000318000 0.10425721
## 4053 368 GPC4 -1.0134381 0.000318000 0.10425721
## 4054 368 ANK 0.4773445 0.000318000 0.10425721
## 4055 368 TMEM173 -1.3784149 0.000318000 0.10425721
## 4056 368 CXCR4 -2.5647537 0.000318000 0.10425721
## 4057 368 MAPKAP1 0.5273520 0.000318000 0.10425721
## 4058 368 SDPR -0.9836461 0.000318000 0.10425721
## 4059 368 GOPC -1.1451475 0.000318000 0.10425721
## 4060 368 MSN -0.3354085 0.000318000 0.10425721
## 4061 368 RHOD 0.6047675 0.000318000 0.10425721
## 4062 368 PAK1 1.3962107 0.000318000 0.10425721
## 4063 368 ZYX -1.0582733 0.000318000 0.10425721
## 4064 368 SCN7A -0.5989936 0.000318000 0.10425721
## 4065 368 KIRREL2 0.2362773 0.000318000 0.10425721
## 4066 368 DLG2 -0.8407200 0.000318000 0.10425721
## 4067 368 H2-K1 -0.4985447 0.000318000 0.10425721
## 4068 368 TRPM6 1.6483257 0.000318000 0.10425721
## 4069 368 PTGER4 -1.0537890 0.000318000 0.10425721
## 4070 368 LIMK1 0.4970490 0.000318000 0.10425721
## 4071 368 MPP7 0.8770310 0.000318000 0.10425721
## 4072 368 SLC9A3R1 0.6445308 0.000318000 0.10425721
## 4073 368 NEXN -2.7307544 0.000318000 0.10425721
## 4074 368 ARL3 0.4874493 0.000318000 0.10425721
## 4075 368 STOM 0.6593231 0.000318000 0.10425721
## 4076 368 ATP6V1A 0.6504485 0.000318000 0.10425721
## 4077 368 NRM -0.5294858 0.000318000 0.10425721
## 4078 368 STXBP5 -0.6296915 0.000318000 0.10425721
## 4079 368 DEF6 0.5867378 0.000318000 0.10425721
## 4080 368 CD81 -0.5231352 0.000318000 0.10425721
## 4081 368 H2-KE6 0.5847254 0.000318000 0.10425721
## 4082 368 CTSB -0.4946410 0.000318000 0.10425721
## 4083 368 GPR17 -1.3338933 0.000318000 0.10425721
## 4084 368 PRNP 1.0410868 0.000318000 0.10425721
## 4085 368 JAM3 -1.3508916 0.000318000 0.10425721
## 4086 368 EPN1 -0.3218495 0.000318000 0.10425721
## 4087 368 CPM -0.8186774 0.000318000 0.10425721
## 4088 368 TNFRSF23 -0.7347568 0.000318000 0.10425721
## 4089 368 TNF -0.5241138 0.000318000 0.10425721
## 4090 368 PRND -2.6433152 0.000318000 0.10425721
## 4091 368 CD109 -1.0547504 0.000318000 0.10425721
## 4092 368 CTNND1 -0.4345541 0.000318000 0.10425721
## 4093 368 CDH2 1.2832653 0.000318000 0.10425721
## 4094 368 CYTH3 0.7799272 0.000318000 0.10425721
## 4095 368 ESYT2 1.5058597 0.000318000 0.10425721
## 4096 368 GPRC5B -1.0162943 0.000318000 0.10425721
## 4097 368 CD24A 0.8402202 0.000318000 0.10425721
## 4098 368 CDH5 -0.5147797 0.000318000 0.10425721
## 4099 368 IGF1R 2.4527727 0.000318000 0.10425721
## 4100 368 APLNR -2.7692518 0.000318000 0.10425721
## 4101 368 CD9 -0.7653465 0.000318000 0.10425721
## 4102 368 KLRA9 -3.5714939 0.000318000 0.10425721
## 4103 368 RASGRP4 0.4342518 0.000318000 0.10425721
## 4104 368 HRH2 -0.3586133 0.000318000 0.10425721
## 4105 368 MARVELD2 1.2573794 0.000318000 0.10425721
## 4106 368 SYN2 -0.5658542 0.000318000 0.10425721
## 4107 368 CAMK2D -0.4617771 0.000318000 0.10425721
## 4108 368 TNFRSF19 1.8945235 0.000318000 0.10425721
## 4109 368 EHD1 -1.2720353 0.000318000 0.10425721
## 4110 368 PPAP2A -1.1172784 0.000318000 0.10425721
## 4111 368 FGFBP1 0.2823305 0.000318000 0.10425721
## 4112 368 EHD2 -1.5730829 0.000318000 0.10425721
## 4113 368 MYOF 2.0205359 0.000318000 0.10425721
## 4114 368 ENO1 0.6613974 0.000318000 0.10425721
## 4115 368 TMEM45A 0.9937816 0.000318000 0.10425721
## 4116 368 CNNM2 0.9386960 0.000318000 0.10425721
## 4117 368 PLP2 -1.1518332 0.000318000 0.10425721
## 4118 368 SLC12A2 -1.4221903 0.000318000 0.10425721
## 4119 368 ABCA8B -0.6333920 0.000318000 0.10425721
## 4120 368 ABCA8A -1.0566883 0.000318000 0.10425721
## 4121 368 MAL 2.7832842 0.000318000 0.10425721
## 4122 368 UBL3 0.4242004 0.000318000 0.10425721
## 4123 368 GM614 -1.5591947 0.000318000 0.10425721
## 4124 368 VWF 1.7620703 0.000318000 0.10425721
## 4125 368 TMEM47 -2.0868167 0.000318000 0.10425721
## 4126 368 SLC6A6 0.8810377 0.000318000 0.10425721
## 4127 368 TCAM1 0.2929374 0.000318000 0.10425721
## 4128 368 SYNM 1.8265187 0.000318000 0.10425721
## 4129 368 VPS28 0.4834162 0.000318000 0.10425721
## 4130 368 ARAP3 -0.5313069 0.000318000 0.10425721
## 4131 368 LIPE -0.6772464 0.000318000 0.10425721
## 4132 368 ARAP1 -0.3623889 0.000318000 0.10425721
## 4133 368 F2R -2.1268269 0.000318000 0.10425721
## 4134 34 ENAH -0.8317531 0.000789000 -0.68599434
## 4135 34 TLN1 -0.3368527 0.000789000 -0.68599434
## 4136 34 CAV1 -0.9567264 0.000789000 -0.68599434
## 4137 34 LIMS2 -0.8359992 0.000789000 -0.68599434
## 4138 34 CADM1 1.8215955 0.000789000 -0.68599434
## 4139 34 AQP1 -5.2258497 0.000789000 -0.68599434
## 4140 34 CTTNBP2 0.4650256 0.000789000 -0.68599434
## 4141 34 PTK2 -0.6527904 0.000789000 -0.68599434
## 4142 34 CD44 -1.0396956 0.000789000 -0.68599434
## 4143 34 SLC2A1 4.7325928 0.000789000 -0.68599434
## 4144 34 ILK -0.6476593 0.000789000 -0.68599434
## 4145 34 NUMB -0.8725376 0.000789000 -0.68599434
## 4146 34 MSN -0.3354085 0.000789000 -0.68599434
## 4147 34 ZYX -1.0582733 0.000789000 -0.68599434
## 4148 34 SLCO3A1 -1.2113420 0.000789000 -0.68599434
## 4149 34 PAK1 1.3962107 0.000789000 -0.68599434
## 4150 34 AGPAT1 0.7000593 0.000789000 -0.68599434
## 4151 34 DIXDC1 1.7223422 0.000789000 -0.68599434
## 4152 34 STX2 -1.4672858 0.000789000 -0.68599434
## 4153 34 SLC12A2 -1.4221903 0.000789000 -0.68599434
## 4154 34 LIMK1 0.4970490 0.000789000 -0.68599434
## 4155 34 ATP1A1 0.6178691 0.000789000 -0.68599434
## 4156 34 ITGA3 0.6590656 0.000789000 -0.68599434
## 4157 34 NEXN -2.7307544 0.000789000 -0.68599434
## 4158 34 SLCO2B1 1.6637848 0.000789000 -0.68599434
## 4159 34 TNS3 -0.3539310 0.000789000 -0.68599434
## 4160 34 PRUNE 1.2060202 0.000789000 -0.68599434
## 4161 34 PGM5 1.9231251 0.000789000 -0.68599434
## 4162 34 LAYN 2.3060945 0.000789000 -0.68599434
## 4163 34 TGFB1I1 -0.9829797 0.000789000 -0.68599434
## 4164 34 NEURL2 1.8678762 0.000789000 -0.68599434
## 4165 34 DST -0.9919195 0.000789000 -0.68599434
## 4166 34 PARVB 1.1023674 0.000789000 -0.68599434
## 4167 34 PARVA -0.7543596 0.000789000 -0.68599434
## 4168 28 TLN1 -0.3368527 0.000756000 0.75592895
## 4169 28 ENAH -0.8317531 0.000756000 0.75592895
## 4170 28 SHROOM2 0.6032635 0.000756000 0.75592895
## 4171 28 PARD3 1.7035204 0.000756000 0.75592895
## 4172 28 LIMS2 -0.8359992 0.000756000 0.75592895
## 4173 28 LMO7 -0.7436161 0.000756000 0.75592895
## 4174 28 CDH2 1.2832653 0.000756000 0.75592895
## 4175 28 CTTNBP2 0.4650256 0.000756000 0.75592895
## 4176 28 PTK2 -0.6527904 0.000756000 0.75592895
## 4177 28 ILK -0.6476593 0.000756000 0.75592895
## 4178 28 ZYX -1.0582733 0.000756000 0.75592895
## 4179 28 PAK1 1.3962107 0.000756000 0.75592895
## 4180 28 SSX2IP 1.8684610 0.000756000 0.75592895
## 4181 28 NPHP1 0.5274854 0.000756000 0.75592895
## 4182 28 DIXDC1 1.7223422 0.000756000 0.75592895
## 4183 28 LIMK1 0.4970490 0.000756000 0.75592895
## 4184 28 MPP7 0.8770310 0.000756000 0.75592895
## 4185 28 NEXN -2.7307544 0.000756000 0.75592895
## 4186 28 JUP -1.0516396 0.000756000 0.75592895
## 4187 28 TNS3 -0.3539310 0.000756000 0.75592895
## 4188 28 PRUNE 1.2060202 0.000756000 0.75592895
## 4189 28 PGM5 1.9231251 0.000756000 0.75592895
## 4190 28 LAYN 2.3060945 0.000756000 0.75592895
## 4191 28 SYNM 1.8265187 0.000756000 0.75592895
## 4192 28 TGFB1I1 -0.9829797 0.000756000 0.75592895
## 4193 28 NEURL2 1.8678762 0.000756000 0.75592895
## 4194 28 PARVB 1.1023674 0.000756000 0.75592895
## 4195 28 PARVA -0.7543596 0.000756000 0.75592895
## 4196 78 TLN1 -0.3368527 0.001517372 0.90582163
## 4197 78 ENAH -0.8317531 0.001517372 0.90582163
## 4198 78 OCLN 4.6990665 0.001517372 0.90582163
## 4199 78 CADM1 1.8215955 0.001517372 0.90582163
## 4200 78 GABRB2 -0.2803297 0.001517372 0.90582163
## 4201 78 CLDN6 0.5868790 0.001517372 0.90582163
## 4202 78 UTRN 0.6515582 0.001517372 0.90582163
## 4203 78 CLDN5 1.5291096 0.001517372 0.90582163
## 4204 78 CLSTN1 0.4104121 0.001517372 0.90582163
## 4205 78 LMO7 -0.7436161 0.001517372 0.90582163
## 4206 78 GJA1 -0.8179480 0.001517372 0.90582163
## 4207 78 ITSN1 0.4589041 0.001517372 0.90582163
## 4208 78 AMOTL1 -0.7736098 0.001517372 0.90582163
## 4209 78 GJA5 -2.4542500 0.001517372 0.90582163
## 4210 78 AMOTL2 -0.8098481 0.001517372 0.90582163
## 4211 78 ARHGAP21 -0.4753129 0.001517372 0.90582163
## 4212 78 CTTNBP2 0.4650256 0.001517372 0.90582163
## 4213 78 HMCN1 2.2111133 0.001517372 0.90582163
## 4214 78 DMXL2 0.4025114 0.001517372 0.90582163
## 4215 78 ILK -0.6476593 0.001517372 0.90582163
## 4216 78 GOPC -1.1451475 0.001517372 0.90582163
## 4217 78 PAK1 1.3962107 0.001517372 0.90582163
## 4218 78 ZYX -1.0582733 0.001517372 0.90582163
## 4219 78 DLG2 -0.8407200 0.001517372 0.90582163
## 4220 78 DPP4 3.0311147 0.001517372 0.90582163
## 4221 78 SCAMP5 -0.5922270 0.001517372 0.90582163
## 4222 78 INADL 0.3447180 0.001517372 0.90582163
## 4223 78 CTBP2 0.4262190 0.001517372 0.90582163
## 4224 78 MAGI1 -1.2213891 0.001517372 0.90582163
## 4225 78 LIMK1 0.4970490 0.001517372 0.90582163
## 4226 78 MPDZ -1.2718824 0.001517372 0.90582163
## 4227 78 SCN2A1 0.3935116 0.001517372 0.90582163
## 4228 78 MPP7 0.8770310 0.001517372 0.90582163
## 4229 78 NEXN -2.7307544 0.001517372 0.90582163
## 4230 78 JUP -1.0516396 0.001517372 0.90582163
## 4231 78 IGSF5 1.3725783 0.001517372 0.90582163
## 4232 78 TNS3 -0.3539310 0.001517372 0.90582163
## 4233 78 EGFLAM 0.8570897 0.001517372 0.90582163
## 4234 78 MAST2 0.3355945 0.001517372 0.90582163
## 4235 78 PGM5 1.9231251 0.001517372 0.90582163
## 4236 78 PRUNE 1.2060202 0.001517372 0.90582163
## 4237 78 ABCB1A 1.6552951 0.001517372 0.90582163
## 4238 78 ABCB1B -1.9325711 0.001517372 0.90582163
## 4239 78 TRAPPC4 0.6653407 0.001517372 0.90582163
## 4240 78 TGFB1I1 -0.9829797 0.001517372 0.90582163
## 4241 78 NEURL2 1.8678762 0.001517372 0.90582163
## 4242 78 UNC13C 0.5117994 0.001517372 0.90582163
## 4243 78 VAMP1 0.5729027 0.001517372 0.90582163
## 4244 78 DST -0.9919195 0.001517372 0.90582163
## 4245 78 PARVB 1.1023674 0.001517372 0.90582163
## 4246 78 PARVA -0.7543596 0.001517372 0.90582163
## 4247 78 CGNL1 1.4352262 0.001517372 0.90582163
## 4248 78 PARD3 1.7035204 0.001517372 0.90582163
## 4249 78 SHROOM2 0.6032635 0.001517372 0.90582163
## 4250 78 MTDH -0.4614407 0.001517372 0.90582163
## 4251 78 LIMS2 -0.8359992 0.001517372 0.90582163
## 4252 78 CDH2 1.2832653 0.001517372 0.90582163
## 4253 78 CDH5 -0.5147797 0.001517372 0.90582163
## 4254 78 CLDN15 -0.6738799 0.001517372 0.90582163
## 4255 78 PTK2 -0.6527904 0.001517372 0.90582163
## 4256 78 MARVELD2 1.2573794 0.001517372 0.90582163
## 4257 78 SYN2 -0.5658542 0.001517372 0.90582163
## 4258 78 LRFN1 -0.2244776 0.001517372 0.90582163
## 4259 78 SSX2IP 1.8684610 0.001517372 0.90582163
## 4260 78 NPHP1 0.5274854 0.001517372 0.90582163
## 4261 78 DIXDC1 1.7223422 0.001517372 0.90582163
## 4262 78 PHACTR1 0.6381621 0.001517372 0.90582163
## 4263 78 PCDH12 -1.4947782 0.001517372 0.90582163
## 4264 78 SNAPIN 0.7468065 0.001517372 0.90582163
## 4265 78 SAMD4 -0.7848970 0.001517372 0.90582163
## 4266 78 SHANK3 -0.9320666 0.001517372 0.90582163
## 4267 78 TMEM47 -2.0868167 0.001517372 0.90582163
## 4268 78 LAYN 2.3060945 0.001517372 0.90582163
## 4269 78 GRIA1 0.2265749 0.001517372 0.90582163
## 4270 78 AMOT 1.0877881 0.001517372 0.90582163
## 4271 78 SYNM 1.8265187 0.001517372 0.90582163
## 4272 78 PDZD2 -0.7884893 0.001517372 0.90582163
## 4273 78 DNM2 0.3509938 0.001517372 0.90582163
## 4274 71 GNA13 0.3711599 0.001695798 2.01752882
## 4275 71 CADM1 1.8215955 0.001695798 2.01752882
## 4276 71 MLPH 0.3636092 0.001695798 2.01752882
## 4277 71 MYO7A -0.6571930 0.001695798 2.01752882
## 4278 71 TGFB3 -1.6543120 0.001695798 2.01752882
## 4279 71 PDIA6 -0.7527857 0.001695798 2.01752882
## 4280 71 ITSN1 0.4589041 0.001695798 2.01752882
## 4281 71 CD2AP 0.8355163 0.001695798 2.01752882
## 4282 71 SLC1A5 -0.9490795 0.001695798 2.01752882
## 4283 71 CTTNBP2 0.4650256 0.001695798 2.01752882
## 4284 71 DMXL2 0.4025114 0.001695798 2.01752882
## 4285 71 PICALM -0.5427484 0.001695798 2.01752882
## 4286 71 TPP1 0.2900076 0.001695798 2.01752882
## 4287 71 PACSIN2 -0.4208403 0.001695798 2.01752882
## 4288 71 MAPKAP1 0.5273520 0.001695798 2.01752882
## 4289 71 SLC2A1 4.7325928 0.001695798 2.01752882
## 4290 71 GOPC -1.1451475 0.001695798 2.01752882
## 4291 71 SCAMP5 -0.5922270 0.001695798 2.01752882
## 4292 71 BSG 1.7787647 0.001695798 2.01752882
## 4293 71 ADAM10 0.4370403 0.001695798 2.01752882
## 4294 71 PIK3C2B -2.4683793 0.001695798 2.01752882
## 4295 71 ANP32E 0.5734011 0.001695798 2.01752882
## 4296 71 SLC3A2 2.0731455 0.001695798 2.01752882
## 4297 71 STOM 0.6593231 0.001695798 2.01752882
## 4298 71 MYRIP 0.7350114 0.001695798 2.01752882
## 4299 71 F5 1.0342927 0.001695798 2.01752882
## 4300 71 IGF2R -1.6454388 0.001695798 2.01752882
## 4301 71 SEMA4C -0.5716982 0.001695798 2.01752882
## 4302 71 SORT1 1.1173178 0.001695798 2.01752882
## 4303 71 TRAPPC4 0.6653407 0.001695798 2.01752882
## 4304 71 CTSB -0.4946410 0.001695798 2.01752882
## 4305 71 PDCD6IP -0.3779510 0.001695798 2.01752882
## 4306 71 RAB11FIP1 2.9845256 0.001695798 2.01752882
## 4307 71 SLC40A1 4.5186054 0.001695798 2.01752882
## 4308 71 DST -0.9919195 0.001695798 2.01752882
## 4309 71 IFT74 0.7285776 0.001695798 2.01752882
## 4310 71 CLCN3 0.4268344 0.001695798 2.01752882
## 4311 71 TNF -0.5241138 0.001695798 2.01752882
## 4312 71 AGFG1 1.3809748 0.001695798 2.01752882
## 4313 71 LRBA 0.4892743 0.001695798 2.01752882
## 4314 71 TIMP4 -5.2487548 0.001695798 2.01752882
## 4315 71 NOSTRIN 1.2039553 0.001695798 2.01752882
## 4316 71 CXXC4 -0.4424631 0.001695798 2.01752882
## 4317 71 RFFL -0.3729210 0.001695798 2.01752882
## 4318 71 ITGB1 -0.3208476 0.001695798 2.01752882
## 4319 71 DGKD -1.1848871 0.001695798 2.01752882
## 4320 71 SYN2 -0.5658542 0.001695798 2.01752882
## 4321 71 TMED10 0.2524694 0.001695798 2.01752882
## 4322 71 EHD1 -1.2720353 0.001695798 2.01752882
## 4323 71 PCSK5 -0.9179595 0.001695798 2.01752882
## 4324 71 HIP1 0.8382696 0.001695798 2.01752882
## 4325 71 ASPSCR1 0.4158936 0.001695798 2.01752882
## 4326 71 PLAT 1.6281646 0.001695798 2.01752882
## 4327 71 NOS1 0.4966184 0.001695798 2.01752882
## 4328 71 NTF3 -2.4233014 0.001695798 2.01752882
## 4329 71 GGH 0.4332434 0.001695798 2.01752882
## 4330 71 EXOC3L -0.9601766 0.001695798 2.01752882
## 4331 71 WIPI1 0.7034265 0.001695798 2.01752882
## 4332 71 VWF 1.7620703 0.001695798 2.01752882
## 4333 71 PLA2G4A 3.0518281 0.001695798 2.01752882
## 4334 71 AP2A2 0.3464030 0.001695798 2.01752882
## 4335 71 LAMP2 -0.4551722 0.001695798 2.01752882
## 4336 71 NTS -1.3294272 0.001695798 2.01752882
## 4337 71 TFRC 4.4032544 0.001695798 2.01752882
## 4338 71 ULK1 0.4108861 0.001695798 2.01752882
## 4339 71 CAPG 0.7958338 0.001695798 2.01752882
## 4340 71 ABCC4 1.9315770 0.001695798 2.01752882
## 4341 71 AMOT 1.0877881 0.001695798 2.01752882
## 4342 71 ATP6V0A1 0.9847533 0.001695798 2.01752882
## 4343 71 SYTL2 0.7820970 0.001695798 2.01752882
## 4344 71 ABL2 0.5324753 0.001695798 2.01752882
## 4345 20 DIXDC1 1.7223422 0.001502363 -0.44721360
## 4346 20 TLN1 -0.3368527 0.001502363 -0.44721360
## 4347 20 ENAH -0.8317531 0.001502363 -0.44721360
## 4348 20 LIMS2 -0.8359992 0.001502363 -0.44721360
## 4349 20 LIMK1 0.4970490 0.001502363 -0.44721360
## 4350 20 NEXN -2.7307544 0.001502363 -0.44721360
## 4351 20 CTTNBP2 0.4650256 0.001502363 -0.44721360
## 4352 20 TNS3 -0.3539310 0.001502363 -0.44721360
## 4353 20 PTK2 -0.6527904 0.001502363 -0.44721360
## 4354 20 PGM5 1.9231251 0.001502363 -0.44721360
## 4355 20 PRUNE 1.2060202 0.001502363 -0.44721360
## 4356 20 LAYN 2.3060945 0.001502363 -0.44721360
## 4357 20 ILK -0.6476593 0.001502363 -0.44721360
## 4358 20 TGFB1I1 -0.9829797 0.001502363 -0.44721360
## 4359 20 PAK1 1.3962107 0.001502363 -0.44721360
## 4360 20 ZYX -1.0582733 0.001502363 -0.44721360
## 4361 20 NEURL2 1.8678762 0.001502363 -0.44721360
## 4362 20 DST -0.9919195 0.001502363 -0.44721360
## 4363 20 PARVB 1.1023674 0.001502363 -0.44721360
## 4364 20 PARVA -0.7543596 0.001502363 -0.44721360
## 4365 21 COL4A2 -1.1833210 0.001745146 -1.09108945
## 4366 21 COL4A1 -1.3143412 0.001745146 -1.09108945
## 4367 21 TNC -0.4306758 0.001745146 -1.09108945
## 4368 21 COL15A1 -0.8785426 0.001745146 -1.09108945
## 4369 21 HSPG2 -1.8536889 0.001745146 -1.09108945
## 4370 21 CCDC80 -2.4799752 0.001745146 -1.09108945
## 4371 21 PAPLN -0.9733092 0.001745146 -1.09108945
## 4372 21 NID1 -1.3734728 0.001745146 -1.09108945
## 4373 21 TIMP2 -1.4731891 0.001745146 -1.09108945
## 4374 21 LAMA2 -0.4230971 0.001745146 -1.09108945
## 4375 21 LAMA4 -1.2846680 0.001745146 -1.09108945
## 4376 21 EGFLAM 0.8570897 0.001745146 -1.09108945
## 4377 21 HMCN1 2.2111133 0.001745146 -1.09108945
## 4378 21 ANG 1.7859395 0.001745146 -1.09108945
## 4379 21 FREM2 0.8510785 0.001745146 -1.09108945
## 4380 21 AGRN 0.9924072 0.001745146 -1.09108945
## 4381 21 LAMC1 -0.9131959 0.001745146 -1.09108945
## 4382 21 ENTPD1 0.8515158 0.001745146 -1.09108945
## 4383 21 VWA1 1.3735867 0.001745146 -1.09108945
## 4384 21 COL8A1 -1.2164318 0.001745146 -1.09108945
## 4385 21 FN1 1.8449363 0.001745146 -1.09108945
## 4386 69 GNA13 0.3711599 0.002262406 1.80578780
## 4387 69 CADM1 1.8215955 0.002262406 1.80578780
## 4388 69 MLPH 0.3636092 0.002262406 1.80578780
## 4389 69 MYO7A -0.6571930 0.002262406 1.80578780
## 4390 69 TGFB3 -1.6543120 0.002262406 1.80578780
## 4391 69 PDIA6 -0.7527857 0.002262406 1.80578780
## 4392 69 ITSN1 0.4589041 0.002262406 1.80578780
## 4393 69 CD2AP 0.8355163 0.002262406 1.80578780
## 4394 69 SLC1A5 -0.9490795 0.002262406 1.80578780
## 4395 69 CTTNBP2 0.4650256 0.002262406 1.80578780
## 4396 69 DMXL2 0.4025114 0.002262406 1.80578780
## 4397 69 PICALM -0.5427484 0.002262406 1.80578780
## 4398 69 TPP1 0.2900076 0.002262406 1.80578780
## 4399 69 PACSIN2 -0.4208403 0.002262406 1.80578780
## 4400 69 MAPKAP1 0.5273520 0.002262406 1.80578780
## 4401 69 SLC2A1 4.7325928 0.002262406 1.80578780
## 4402 69 GOPC -1.1451475 0.002262406 1.80578780
## 4403 69 SCAMP5 -0.5922270 0.002262406 1.80578780
## 4404 69 BSG 1.7787647 0.002262406 1.80578780
## 4405 69 ADAM10 0.4370403 0.002262406 1.80578780
## 4406 69 PIK3C2B -2.4683793 0.002262406 1.80578780
## 4407 69 ANP32E 0.5734011 0.002262406 1.80578780
## 4408 69 SLC3A2 2.0731455 0.002262406 1.80578780
## 4409 69 STOM 0.6593231 0.002262406 1.80578780
## 4410 69 MYRIP 0.7350114 0.002262406 1.80578780
## 4411 69 F5 1.0342927 0.002262406 1.80578780
## 4412 69 IGF2R -1.6454388 0.002262406 1.80578780
## 4413 69 SEMA4C -0.5716982 0.002262406 1.80578780
## 4414 69 SORT1 1.1173178 0.002262406 1.80578780
## 4415 69 TRAPPC4 0.6653407 0.002262406 1.80578780
## 4416 69 CTSB -0.4946410 0.002262406 1.80578780
## 4417 69 PDCD6IP -0.3779510 0.002262406 1.80578780
## 4418 69 RAB11FIP1 2.9845256 0.002262406 1.80578780
## 4419 69 SLC40A1 4.5186054 0.002262406 1.80578780
## 4420 69 DST -0.9919195 0.002262406 1.80578780
## 4421 69 IFT74 0.7285776 0.002262406 1.80578780
## 4422 69 TNF -0.5241138 0.002262406 1.80578780
## 4423 69 AGFG1 1.3809748 0.002262406 1.80578780
## 4424 69 LRBA 0.4892743 0.002262406 1.80578780
## 4425 69 TIMP4 -5.2487548 0.002262406 1.80578780
## 4426 69 NOSTRIN 1.2039553 0.002262406 1.80578780
## 4427 69 CXXC4 -0.4424631 0.002262406 1.80578780
## 4428 69 RFFL -0.3729210 0.002262406 1.80578780
## 4429 69 ITGB1 -0.3208476 0.002262406 1.80578780
## 4430 69 DGKD -1.1848871 0.002262406 1.80578780
## 4431 69 SYN2 -0.5658542 0.002262406 1.80578780
## 4432 69 TMED10 0.2524694 0.002262406 1.80578780
## 4433 69 EHD1 -1.2720353 0.002262406 1.80578780
## 4434 69 PCSK5 -0.9179595 0.002262406 1.80578780
## 4435 69 HIP1 0.8382696 0.002262406 1.80578780
## 4436 69 PLAT 1.6281646 0.002262406 1.80578780
## 4437 69 NOS1 0.4966184 0.002262406 1.80578780
## 4438 69 NTF3 -2.4233014 0.002262406 1.80578780
## 4439 69 GGH 0.4332434 0.002262406 1.80578780
## 4440 69 EXOC3L -0.9601766 0.002262406 1.80578780
## 4441 69 WIPI1 0.7034265 0.002262406 1.80578780
## 4442 69 VWF 1.7620703 0.002262406 1.80578780
## 4443 69 PLA2G4A 3.0518281 0.002262406 1.80578780
## 4444 69 AP2A2 0.3464030 0.002262406 1.80578780
## 4445 69 LAMP2 -0.4551722 0.002262406 1.80578780
## 4446 69 NTS -1.3294272 0.002262406 1.80578780
## 4447 69 TFRC 4.4032544 0.002262406 1.80578780
## 4448 69 ULK1 0.4108861 0.002262406 1.80578780
## 4449 69 CAPG 0.7958338 0.002262406 1.80578780
## 4450 69 ABCC4 1.9315770 0.002262406 1.80578780
## 4451 69 ATP6V0A1 0.9847533 0.002262406 1.80578780
## 4452 69 AMOT 1.0877881 0.002262406 1.80578780
## 4453 69 SYTL2 0.7820970 0.002262406 1.80578780
## 4454 69 ABL2 0.5324753 0.002262406 1.80578780
## 4455 215 CADM1 1.8215955 0.002181399 0.20459830
## 4456 215 SGMS2 3.3169163 0.002181399 0.20459830
## 4457 215 UTRN 0.6515582 0.002181399 0.20459830
## 4458 215 AQP7 -4.9741103 0.002181399 0.20459830
## 4459 215 VPS33B 0.4778649 0.002181399 0.20459830
## 4460 215 ITSN1 0.4589041 0.002181399 0.20459830
## 4461 215 AQP1 -5.2258497 0.002181399 0.20459830
## 4462 215 AMOTL1 -0.7736098 0.002181399 0.20459830
## 4463 215 AMOTL2 -0.8098481 0.002181399 0.20459830
## 4464 215 CTTNBP2 0.4650256 0.002181399 0.20459830
## 4465 215 ATP2B4 -1.8662842 0.002181399 0.20459830
## 4466 215 HMCN1 2.2111133 0.002181399 0.20459830
## 4467 215 CD44 -1.0396956 0.002181399 0.20459830
## 4468 215 APOE 0.8698346 0.002181399 0.20459830
## 4469 215 RAB28 0.6242857 0.002181399 0.20459830
## 4470 215 ILK -0.6476593 0.002181399 0.20459830
## 4471 215 GNG5 0.5096927 0.002181399 0.20459830
## 4472 215 GNG7 0.5588479 0.002181399 0.20459830
## 4473 215 ADAM9 -0.4837100 0.002181399 0.20459830
## 4474 215 MAGI1 -1.2213891 0.002181399 0.20459830
## 4475 215 MPDZ -1.2718824 0.002181399 0.20459830
## 4476 215 VANGL2 0.5220569 0.002181399 0.20459830
## 4477 215 SCN2A1 0.3935116 0.002181399 0.20459830
## 4478 215 THY1 -0.5538562 0.002181399 0.20459830
## 4479 215 JUP -1.0516396 0.002181399 0.20459830
## 4480 215 NPC1 0.3724211 0.002181399 0.20459830
## 4481 215 EGFLAM 0.8570897 0.002181399 0.20459830
## 4482 215 PGM5 1.9231251 0.002181399 0.20459830
## 4483 215 PTRF -0.8990656 0.002181399 0.20459830
## 4484 215 ABCB1A 1.6552951 0.002181399 0.20459830
## 4485 215 ABCB1B -1.9325711 0.002181399 0.20459830
## 4486 215 PDGFRA -0.5362066 0.002181399 0.20459830
## 4487 215 TRAPPC4 0.6653407 0.002181399 0.20459830
## 4488 215 TGFB1I1 -0.9829797 0.002181399 0.20459830
## 4489 215 UNC13C 0.5117994 0.002181399 0.20459830
## 4490 215 CLCN3 0.4268344 0.002181399 0.20459830
## 4491 215 ENPP2 1.6751688 0.002181399 0.20459830
## 4492 215 FCGRT 1.0807321 0.002181399 0.20459830
## 4493 215 EPHB4 -0.8022917 0.002181399 0.20459830
## 4494 215 EPHB1 -0.9398894 0.002181399 0.20459830
## 4495 215 ITGBL1 -0.4521872 0.002181399 0.20459830
## 4496 215 ZAP70 0.9691435 0.002181399 0.20459830
## 4497 215 SLC28A2 -3.5721393 0.002181399 0.20459830
## 4498 215 NPHP1 0.5274854 0.002181399 0.20459830
## 4499 215 ASPSCR1 0.4158936 0.002181399 0.20459830
## 4500 215 MAOA 3.0975018 0.002181399 0.20459830
## 4501 215 TGFBR2 0.9984773 0.002181399 0.20459830
## 4502 215 PCDH10 0.2447438 0.002181399 0.20459830
## 4503 215 MAOB 2.9632211 0.002181399 0.20459830
## 4504 215 PCDH12 -1.4947782 0.002181399 0.20459830
## 4505 215 GNAT3 -0.6986170 0.002181399 0.20459830
## 4506 215 EPHA7 0.4314310 0.002181399 0.20459830
## 4507 215 CD55 -1.2585362 0.002181399 0.20459830
## 4508 215 GNGT2 -1.4393956 0.002181399 0.20459830
## 4509 215 EPS8 1.1645216 0.002181399 0.20459830
## 4510 215 KCNJ8 -0.6850658 0.002181399 0.20459830
## 4511 215 RHEB 0.5187213 0.002181399 0.20459830
## 4512 215 SYTL2 0.7820970 0.002181399 0.20459830
## 4513 215 STEAP4 -1.0645719 0.002181399 0.20459830
## 4514 215 GPR85 0.3148055 0.002181399 0.20459830
## 4515 215 MYO7A -0.6571930 0.002181399 0.20459830
## 4516 215 H2-D1 -0.5065864 0.002181399 0.20459830
## 4517 215 AP3S1 0.6441039 0.002181399 0.20459830
## 4518 215 GJA1 -0.8179480 0.002181399 0.20459830
## 4519 215 GJA5 -2.4542500 0.002181399 0.20459830
## 4520 215 MCF2L -0.5195414 0.002181399 0.20459830
## 4521 215 AP2B1 0.8121430 0.002181399 0.20459830
## 4522 215 CERKL 0.8624001 0.002181399 0.20459830
## 4523 215 SMAP1 0.6551348 0.002181399 0.20459830
## 4524 215 SLC22A5 0.5032908 0.002181399 0.20459830
## 4525 215 GPIHBP1 -4.1310943 0.002181399 0.20459830
## 4526 215 DPP4 3.0311147 0.002181399 0.20459830
## 4527 215 AGPAT1 0.7000593 0.002181399 0.20459830
## 4528 215 CTBP2 0.4262190 0.002181399 0.20459830
## 4529 215 STX2 -1.4672858 0.002181399 0.20459830
## 4530 215 FLOT2 -0.5226118 0.002181399 0.20459830
## 4531 215 MMP15 -1.4652837 0.002181399 0.20459830
## 4532 215 PRUNE 1.2060202 0.002181399 0.20459830
## 4533 215 MAST2 0.3355945 0.002181399 0.20459830
## 4534 215 KCTD12B -0.8638782 0.002181399 0.20459830
## 4535 215 SORT1 1.1173178 0.002181399 0.20459830
## 4536 215 SGCE -1.5005806 0.002181399 0.20459830
## 4537 215 PARVB 1.1023674 0.002181399 0.20459830
## 4538 215 SGCB -1.2201619 0.002181399 0.20459830
## 4539 215 PARVA -0.7543596 0.002181399 0.20459830
## 4540 215 PARD3 1.7035204 0.002181399 0.20459830
## 4541 215 SHROOM2 0.6032635 0.002181399 0.20459830
## 4542 215 LIMS2 -0.8359992 0.002181399 0.20459830
## 4543 215 MTDH -0.4614407 0.002181399 0.20459830
## 4544 215 SLC19A3 6.2815246 0.002181399 0.20459830
## 4545 215 EEA1 -0.3566612 0.002181399 0.20459830
## 4546 215 KIT -1.7946208 0.002181399 0.20459830
## 4547 215 CLDN15 -0.6738799 0.002181399 0.20459830
## 4548 215 CLEC2D 0.7821061 0.002181399 0.20459830
## 4549 215 SLCO3A1 -1.2113420 0.002181399 0.20459830
## 4550 215 CLEC2H 0.2441908 0.002181399 0.20459830
## 4551 215 LY75 2.8168512 0.002181399 0.20459830
## 4552 215 ATP1A1 0.6178691 0.002181399 0.20459830
## 4553 215 SAMD4 -0.7848970 0.002181399 0.20459830
## 4554 215 FZD6 1.3453589 0.002181399 0.20459830
## 4555 215 PROM1 2.2468888 0.002181399 0.20459830
## 4556 215 CDH13 -2.2703880 0.002181399 0.20459830
## 4557 215 AP2A2 0.3464030 0.002181399 0.20459830
## 4558 215 LAYN 2.3060945 0.002181399 0.20459830
## 4559 215 STAB1 -0.4562437 0.002181399 0.20459830
## 4560 215 GRIA1 0.2265749 0.002181399 0.20459830
## 4561 215 CDON 0.5243444 0.002181399 0.20459830
## 4562 215 GNG10 -0.4197443 0.002181399 0.20459830
## 4563 215 AMOT 1.0877881 0.002181399 0.20459830
## 4564 215 HBEGF 1.1368100 0.002181399 0.20459830
## 4565 215 CP 3.0784531 0.002181399 0.20459830
## 4566 215 DNM2 0.3509938 0.002181399 0.20459830
## 4567 215 GNA13 0.3711599 0.002181399 0.20459830
## 4568 215 ENAH -0.8317531 0.002181399 0.20459830
## 4569 215 OCLN 4.6990665 0.002181399 0.20459830
## 4570 215 GABRB2 -0.2803297 0.002181399 0.20459830
## 4571 215 TGFB3 -1.6543120 0.002181399 0.20459830
## 4572 215 LMO7 -0.7436161 0.002181399 0.20459830
## 4573 215 DMXL2 0.4025114 0.002181399 0.20459830
## 4574 215 DYSF -1.6785928 0.002181399 0.20459830
## 4575 215 SLC2A1 4.7325928 0.002181399 0.20459830
## 4576 215 ROBO2 -1.6686921 0.002181399 0.20459830
## 4577 215 SCAMP5 -0.5922270 0.002181399 0.20459830
## 4578 215 INADL 0.3447180 0.002181399 0.20459830
## 4579 215 MFGE8 -1.4562858 0.002181399 0.20459830
## 4580 215 PNPLA6 0.8906838 0.002181399 0.20459830
## 4581 215 TNS3 -0.3539310 0.002181399 0.20459830
## 4582 215 IGSF5 1.3725783 0.002181399 0.20459830
## 4583 215 NEURL2 1.8678762 0.002181399 0.20459830
## 4584 215 VAMP1 0.5729027 0.002181399 0.20459830
## 4585 215 DST -0.9919195 0.002181399 0.20459830
## 4586 215 TNFAIP1 -0.6981907 0.002181399 0.20459830
## 4587 215 CGNL1 1.4352262 0.002181399 0.20459830
## 4588 215 BBS4 0.7917331 0.002181399 0.20459830
## 4589 215 SLC38A3 4.7617553 0.002181399 0.20459830
## 4590 215 CAV1 -0.9567264 0.002181399 0.20459830
## 4591 215 FGFR3 -0.4419298 0.002181399 0.20459830
## 4592 215 CYSLTR1 0.8857311 0.002181399 0.20459830
## 4593 215 ADORA2A -1.6248646 0.002181399 0.20459830
## 4594 215 ITGB5 -2.0664620 0.002181399 0.20459830
## 4595 215 KCNA5 -2.9110702 0.002181399 0.20459830
## 4596 215 TTC8 0.5018888 0.002181399 0.20459830
## 4597 215 ITGB1 -0.3208476 0.002181399 0.20459830
## 4598 215 PTK2 -0.6527904 0.002181399 0.20459830
## 4599 215 NUMB -0.8725376 0.002181399 0.20459830
## 4600 215 LRFN1 -0.2244776 0.002181399 0.20459830
## 4601 215 SSX2IP 1.8684610 0.002181399 0.20459830
## 4602 215 FN1 1.8449363 0.002181399 0.20459830
## 4603 215 PHACTR1 0.6381621 0.002181399 0.20459830
## 4604 215 DIXDC1 1.7223422 0.002181399 0.20459830
## 4605 215 CACNA2D1 -0.4306334 0.002181399 0.20459830
## 4606 215 KCNB1 -1.0854138 0.002181399 0.20459830
## 4607 215 SNAPIN 0.7468065 0.002181399 0.20459830
## 4608 215 ITGA3 0.6590656 0.002181399 0.20459830
## 4609 215 H2-Q6 -1.5226946 0.002181399 0.20459830
## 4610 215 SLCO2B1 1.6637848 0.002181399 0.20459830
## 4611 215 H2-Q7 -0.6636216 0.002181399 0.20459830
## 4612 215 H2-Q8 -1.0723176 0.002181399 0.20459830
## 4613 215 SHANK3 -0.9320666 0.002181399 0.20459830
## 4614 215 ITGA9 -1.7933917 0.002181399 0.20459830
## 4615 215 SLC7A3 1.2186534 0.002181399 0.20459830
## 4616 215 FREM2 0.8510785 0.002181399 0.20459830
## 4617 215 ITGA5 -0.8219463 0.002181399 0.20459830
## 4618 215 PRICKLE2 -0.4355170 0.002181399 0.20459830
## 4619 215 PDZD2 -0.7884893 0.002181399 0.20459830
## 4620 215 CACNA1A 0.7432564 0.002181399 0.20459830
## 4621 215 IER3 0.8705497 0.002181399 0.20459830
## 4622 215 TLN1 -0.3368527 0.002181399 0.20459830
## 4623 215 CLDN6 0.5868790 0.002181399 0.20459830
## 4624 215 LEPR 2.6539788 0.002181399 0.20459830
## 4625 215 CLDN5 1.5291096 0.002181399 0.20459830
## 4626 215 CLSTN1 0.4104121 0.002181399 0.20459830
## 4627 215 PEX3 1.0629433 0.002181399 0.20459830
## 4628 215 VMN1R208 -0.1800596 0.002181399 0.20459830
## 4629 215 ARHGAP21 -0.4753129 0.002181399 0.20459830
## 4630 215 GPC4 -1.0134381 0.002181399 0.20459830
## 4631 215 ANK 0.4773445 0.002181399 0.20459830
## 4632 215 SDPR -0.9836461 0.002181399 0.20459830
## 4633 215 GOPC -1.1451475 0.002181399 0.20459830
## 4634 215 ZYX -1.0582733 0.002181399 0.20459830
## 4635 215 PAK1 1.3962107 0.002181399 0.20459830
## 4636 215 SCN7A -0.5989936 0.002181399 0.20459830
## 4637 215 MSN -0.3354085 0.002181399 0.20459830
## 4638 215 DLG2 -0.8407200 0.002181399 0.20459830
## 4639 215 H2-K1 -0.4985447 0.002181399 0.20459830
## 4640 215 TRPM6 1.6483257 0.002181399 0.20459830
## 4641 215 LIMK1 0.4970490 0.002181399 0.20459830
## 4642 215 MPP7 0.8770310 0.002181399 0.20459830
## 4643 215 SLC9A3R1 0.6445308 0.002181399 0.20459830
## 4644 215 NEXN -2.7307544 0.002181399 0.20459830
## 4645 215 ARL3 0.4874493 0.002181399 0.20459830
## 4646 215 STOM 0.6593231 0.002181399 0.20459830
## 4647 215 NRM -0.5294858 0.002181399 0.20459830
## 4648 215 STXBP5 -0.6296915 0.002181399 0.20459830
## 4649 215 CD81 -0.5231352 0.002181399 0.20459830
## 4650 215 CTSB -0.4946410 0.002181399 0.20459830
## 4651 215 TNF -0.5241138 0.002181399 0.20459830
## 4652 215 CDH2 1.2832653 0.002181399 0.20459830
## 4653 215 CD24A 0.8402202 0.002181399 0.20459830
## 4654 215 CDH5 -0.5147797 0.002181399 0.20459830
## 4655 215 MARVELD2 1.2573794 0.002181399 0.20459830
## 4656 215 SYN2 -0.5658542 0.002181399 0.20459830
## 4657 215 CAMK2D -0.4617771 0.002181399 0.20459830
## 4658 215 PPAP2A -1.1172784 0.002181399 0.20459830
## 4659 215 EHD1 -1.2720353 0.002181399 0.20459830
## 4660 215 EHD2 -1.5730829 0.002181399 0.20459830
## 4661 215 TMEM45A 0.9937816 0.002181399 0.20459830
## 4662 215 SLC12A2 -1.4221903 0.002181399 0.20459830
## 4663 215 GM614 -1.5591947 0.002181399 0.20459830
## 4664 215 VWF 1.7620703 0.002181399 0.20459830
## 4665 215 TMEM47 -2.0868167 0.002181399 0.20459830
## 4666 215 SLC6A6 0.8810377 0.002181399 0.20459830
## 4667 215 TCAM1 0.2929374 0.002181399 0.20459830
## 4668 215 SYNM 1.8265187 0.002181399 0.20459830
## 4669 215 LIPE -0.6772464 0.002181399 0.20459830
## 4670 55 ASPN -2.7099863 0.002094924 -2.02259959
## 4671 55 CTHRC1 1.5593096 0.002094924 -2.02259959
## 4672 55 LTBP1 -1.7956945 0.002094924 -2.02259959
## 4673 55 NEPN -1.8400647 0.002094924 -2.02259959
## 4674 55 TGFB3 -1.6543120 0.002094924 -2.02259959
## 4675 55 POSTN -1.9800983 0.002094924 -2.02259959
## 4676 55 MMP25 0.3999529 0.002094924 -2.02259959
## 4677 55 GPC4 -1.0134381 0.002094924 -2.02259959
## 4678 55 OGN -0.4331110 0.002094924 -2.02259959
## 4679 55 HMCN1 2.2111133 0.002094924 -2.02259959
## 4680 55 ANG 1.7859395 0.002094924 -2.02259959
## 4681 55 VWA1 1.3735867 0.002094924 -2.02259959
## 4682 55 ADAM10 0.4370403 0.002094924 -2.02259959
## 4683 55 CRTAP 0.9706400 0.002094924 -2.02259959
## 4684 55 MMP15 -1.4652837 0.002094924 -2.02259959
## 4685 55 ADAMTS9 -2.5714289 0.002094924 -2.02259959
## 4686 55 BGN -1.5797421 0.002094924 -2.02259959
## 4687 55 EGFLAM 0.8570897 0.002094924 -2.02259959
## 4688 55 NAV2 0.4839409 0.002094924 -2.02259959
## 4689 55 ADAM19 -1.2154123 0.002094924 -2.02259959
## 4690 55 LAMC1 -0.9131959 0.002094924 -2.02259959
## 4691 55 MFAP5 -0.8768981 0.002094924 -2.02259959
## 4692 55 ADAMTS5 -1.9192924 0.002094924 -2.02259959
## 4693 55 WNT5A 1.2678499 0.002094924 -2.02259959
## 4694 55 ADAMTSL2 0.3110116 0.002094924 -2.02259959
## 4695 55 SPOCK2 4.7286338 0.002094924 -2.02259959
## 4696 55 TNC -0.4306758 0.002094924 -2.02259959
## 4697 55 LUM -0.5273959 0.002094924 -2.02259959
## 4698 55 TIMP4 -5.2487548 0.002094924 -2.02259959
## 4699 55 DCN -3.4268267 0.002094924 -2.02259959
## 4700 55 TIMP2 -1.4731891 0.002094924 -2.02259959
## 4701 55 COL6A3 -0.3943146 0.002094924 -2.02259959
## 4702 55 PTN 5.5709268 0.002094924 -2.02259959
## 4703 55 AGRN 0.9924072 0.002094924 -2.02259959
## 4704 55 COL8A1 -1.2164318 0.002094924 -2.02259959
## 4705 55 ENTPD1 0.8515158 0.002094924 -2.02259959
## 4706 55 DPT -3.2040615 0.002094924 -2.02259959
## 4707 55 FN1 1.8449363 0.002094924 -2.02259959
## 4708 55 COL4A2 -1.1833210 0.002094924 -2.02259959
## 4709 55 COL4A1 -1.3143412 0.002094924 -2.02259959
## 4710 55 LGALS1 -2.2474624 0.002094924 -2.02259959
## 4711 55 EFEMP2 0.7866735 0.002094924 -2.02259959
## 4712 55 FBN1 -1.3404195 0.002094924 -2.02259959
## 4713 55 COL15A1 -0.8785426 0.002094924 -2.02259959
## 4714 55 CCDC80 -2.4799752 0.002094924 -2.02259959
## 4715 55 HSPG2 -1.8536889 0.002094924 -2.02259959
## 4716 55 PAPLN -0.9733092 0.002094924 -2.02259959
## 4717 55 NID1 -1.3734728 0.002094924 -2.02259959
## 4718 55 EMILIN1 -0.4076632 0.002094924 -2.02259959
## 4719 55 LAMA2 -0.4230971 0.002094924 -2.02259959
## 4720 55 VWF 1.7620703 0.002094924 -2.02259959
## 4721 55 LAMA4 -1.2846680 0.002094924 -2.02259959
## 4722 55 FBLN2 -1.9822873 0.002094924 -2.02259959
## 4723 55 FREM2 0.8510785 0.002094924 -2.02259959
## 4724 55 TGFBR3 1.2105366 0.002094924 -2.02259959
## 4725 82 GNA13 0.3711599 0.001995376 1.98776747
## 4726 82 CADM1 1.8215955 0.001995376 1.98776747
## 4727 82 MLPH 0.3636092 0.001995376 1.98776747
## 4728 82 MYO7A -0.6571930 0.001995376 1.98776747
## 4729 82 TGFB3 -1.6543120 0.001995376 1.98776747
## 4730 82 AP3S1 0.6441039 0.001995376 1.98776747
## 4731 82 PDIA6 -0.7527857 0.001995376 1.98776747
## 4732 82 ITSN1 0.4589041 0.001995376 1.98776747
## 4733 82 CD2AP 0.8355163 0.001995376 1.98776747
## 4734 82 ARHGAP21 -0.4753129 0.001995376 1.98776747
## 4735 82 SLC1A5 -0.9490795 0.001995376 1.98776747
## 4736 82 CTTNBP2 0.4650256 0.001995376 1.98776747
## 4737 82 DMXL2 0.4025114 0.001995376 1.98776747
## 4738 82 DYSF -1.6785928 0.001995376 1.98776747
## 4739 82 PICALM -0.5427484 0.001995376 1.98776747
## 4740 82 MAP1LC3A 0.4712059 0.001995376 1.98776747
## 4741 82 TPP1 0.2900076 0.001995376 1.98776747
## 4742 82 PACSIN2 -0.4208403 0.001995376 1.98776747
## 4743 82 MAPKAP1 0.5273520 0.001995376 1.98776747
## 4744 82 SLC2A1 4.7325928 0.001995376 1.98776747
## 4745 82 GOPC -1.1451475 0.001995376 1.98776747
## 4746 82 RAB6B -0.6097520 0.001995376 1.98776747
## 4747 82 IFNGR1 -1.0637833 0.001995376 1.98776747
## 4748 82 SCAMP5 -0.5922270 0.001995376 1.98776747
## 4749 82 BSG 1.7787647 0.001995376 1.98776747
## 4750 82 ADAM10 0.4370403 0.001995376 1.98776747
## 4751 82 PIK3C2B -2.4683793 0.001995376 1.98776747
## 4752 82 ANP32E 0.5734011 0.001995376 1.98776747
## 4753 82 SLC3A2 2.0731455 0.001995376 1.98776747
## 4754 82 STOM 0.6593231 0.001995376 1.98776747
## 4755 82 MIB1 -0.2899698 0.001995376 1.98776747
## 4756 82 MYRIP 0.7350114 0.001995376 1.98776747
## 4757 82 F5 1.0342927 0.001995376 1.98776747
## 4758 82 IGF2R -1.6454388 0.001995376 1.98776747
## 4759 82 SEMA4C -0.5716982 0.001995376 1.98776747
## 4760 82 SORT1 1.1173178 0.001995376 1.98776747
## 4761 82 TRAPPC4 0.6653407 0.001995376 1.98776747
## 4762 82 PDCD6IP -0.3779510 0.001995376 1.98776747
## 4763 82 CTSB -0.4946410 0.001995376 1.98776747
## 4764 82 VAMP1 0.5729027 0.001995376 1.98776747
## 4765 82 RAB11FIP1 2.9845256 0.001995376 1.98776747
## 4766 82 SLC40A1 4.5186054 0.001995376 1.98776747
## 4767 82 DST -0.9919195 0.001995376 1.98776747
## 4768 82 IFT74 0.7285776 0.001995376 1.98776747
## 4769 82 CLCN3 0.4268344 0.001995376 1.98776747
## 4770 82 TNF -0.5241138 0.001995376 1.98776747
## 4771 82 AGFG1 1.3809748 0.001995376 1.98776747
## 4772 82 LRBA 0.4892743 0.001995376 1.98776747
## 4773 82 TIMP4 -5.2487548 0.001995376 1.98776747
## 4774 82 NOSTRIN 1.2039553 0.001995376 1.98776747
## 4775 82 CXXC4 -0.4424631 0.001995376 1.98776747
## 4776 82 RFFL -0.3729210 0.001995376 1.98776747
## 4777 82 ITGB1 -0.3208476 0.001995376 1.98776747
## 4778 82 DGKD -1.1848871 0.001995376 1.98776747
## 4779 82 SYN2 -0.5658542 0.001995376 1.98776747
## 4780 82 TMED10 0.2524694 0.001995376 1.98776747
## 4781 82 EHD1 -1.2720353 0.001995376 1.98776747
## 4782 82 MYOF 2.0205359 0.001995376 1.98776747
## 4783 82 PCSK5 -0.9179595 0.001995376 1.98776747
## 4784 82 HIP1 0.8382696 0.001995376 1.98776747
## 4785 82 PLAT 1.6281646 0.001995376 1.98776747
## 4786 82 ASPSCR1 0.4158936 0.001995376 1.98776747
## 4787 82 NOS1 0.4966184 0.001995376 1.98776747
## 4788 82 NTF3 -2.4233014 0.001995376 1.98776747
## 4789 82 GGH 0.4332434 0.001995376 1.98776747
## 4790 82 EXOC3L -0.9601766 0.001995376 1.98776747
## 4791 82 SNAPIN 0.7468065 0.001995376 1.98776747
## 4792 82 WIPI1 0.7034265 0.001995376 1.98776747
## 4793 82 VWF 1.7620703 0.001995376 1.98776747
## 4794 82 PLA2G4A 3.0518281 0.001995376 1.98776747
## 4795 82 AP2A2 0.3464030 0.001995376 1.98776747
## 4796 82 LAMP2 -0.4551722 0.001995376 1.98776747
## 4797 82 TFRC 4.4032544 0.001995376 1.98776747
## 4798 82 NTS -1.3294272 0.001995376 1.98776747
## 4799 82 ULK1 0.4108861 0.001995376 1.98776747
## 4800 82 CAPG 0.7958338 0.001995376 1.98776747
## 4801 82 ABCC4 1.9315770 0.001995376 1.98776747
## 4802 82 AMOT 1.0877881 0.001995376 1.98776747
## 4803 82 ATP6V0A1 0.9847533 0.001995376 1.98776747
## 4804 82 SYTL2 0.7820970 0.001995376 1.98776747
## 4805 82 ABL2 0.5324753 0.001995376 1.98776747
## 4806 82 ATP8A1 1.3527361 0.001995376 1.98776747
## 4807 53 ASPN -2.7099863 0.002285088 -1.78568733
## 4808 53 CTHRC1 1.5593096 0.002285088 -1.78568733
## 4809 53 LTBP1 -1.7956945 0.002285088 -1.78568733
## 4810 53 NEPN -1.8400647 0.002285088 -1.78568733
## 4811 53 POSTN -1.9800983 0.002285088 -1.78568733
## 4812 53 MMP25 0.3999529 0.002285088 -1.78568733
## 4813 53 GPC4 -1.0134381 0.002285088 -1.78568733
## 4814 53 OGN -0.4331110 0.002285088 -1.78568733
## 4815 53 HMCN1 2.2111133 0.002285088 -1.78568733
## 4816 53 ANG 1.7859395 0.002285088 -1.78568733
## 4817 53 VWA1 1.3735867 0.002285088 -1.78568733
## 4818 53 ADAM10 0.4370403 0.002285088 -1.78568733
## 4819 53 CRTAP 0.9706400 0.002285088 -1.78568733
## 4820 53 MMP15 -1.4652837 0.002285088 -1.78568733
## 4821 53 ADAMTS9 -2.5714289 0.002285088 -1.78568733
## 4822 53 BGN -1.5797421 0.002285088 -1.78568733
## 4823 53 EGFLAM 0.8570897 0.002285088 -1.78568733
## 4824 53 NAV2 0.4839409 0.002285088 -1.78568733
## 4825 53 ADAM19 -1.2154123 0.002285088 -1.78568733
## 4826 53 LAMC1 -0.9131959 0.002285088 -1.78568733
## 4827 53 MFAP5 -0.8768981 0.002285088 -1.78568733
## 4828 53 ADAMTS5 -1.9192924 0.002285088 -1.78568733
## 4829 53 WNT5A 1.2678499 0.002285088 -1.78568733
## 4830 53 ADAMTSL2 0.3110116 0.002285088 -1.78568733
## 4831 53 SPOCK2 4.7286338 0.002285088 -1.78568733
## 4832 53 TNC -0.4306758 0.002285088 -1.78568733
## 4833 53 LUM -0.5273959 0.002285088 -1.78568733
## 4834 53 TIMP4 -5.2487548 0.002285088 -1.78568733
## 4835 53 DCN -3.4268267 0.002285088 -1.78568733
## 4836 53 TIMP2 -1.4731891 0.002285088 -1.78568733
## 4837 53 PTN 5.5709268 0.002285088 -1.78568733
## 4838 53 AGRN 0.9924072 0.002285088 -1.78568733
## 4839 53 COL8A1 -1.2164318 0.002285088 -1.78568733
## 4840 53 ENTPD1 0.8515158 0.002285088 -1.78568733
## 4841 53 DPT -3.2040615 0.002285088 -1.78568733
## 4842 53 FN1 1.8449363 0.002285088 -1.78568733
## 4843 53 COL4A2 -1.1833210 0.002285088 -1.78568733
## 4844 53 COL4A1 -1.3143412 0.002285088 -1.78568733
## 4845 53 LGALS1 -2.2474624 0.002285088 -1.78568733
## 4846 53 EFEMP2 0.7866735 0.002285088 -1.78568733
## 4847 53 FBN1 -1.3404195 0.002285088 -1.78568733
## 4848 53 COL15A1 -0.8785426 0.002285088 -1.78568733
## 4849 53 CCDC80 -2.4799752 0.002285088 -1.78568733
## 4850 53 HSPG2 -1.8536889 0.002285088 -1.78568733
## 4851 53 PAPLN -0.9733092 0.002285088 -1.78568733
## 4852 53 NID1 -1.3734728 0.002285088 -1.78568733
## 4853 53 EMILIN1 -0.4076632 0.002285088 -1.78568733
## 4854 53 LAMA2 -0.4230971 0.002285088 -1.78568733
## 4855 53 VWF 1.7620703 0.002285088 -1.78568733
## 4856 53 LAMA4 -1.2846680 0.002285088 -1.78568733
## 4857 53 FBLN2 -1.9822873 0.002285088 -1.78568733
## 4858 53 FREM2 0.8510785 0.002285088 -1.78568733
## 4859 53 TGFBR3 1.2105366 0.002285088 -1.78568733
## 4860 80 GNA13 0.3711599 0.002342273 2.01246118
## 4861 80 CADM1 1.8215955 0.002342273 2.01246118
## 4862 80 MLPH 0.3636092 0.002342273 2.01246118
## 4863 80 MYO7A -0.6571930 0.002342273 2.01246118
## 4864 80 TGFB3 -1.6543120 0.002342273 2.01246118
## 4865 80 AP3S1 0.6441039 0.002342273 2.01246118
## 4866 80 PDIA6 -0.7527857 0.002342273 2.01246118
## 4867 80 ITSN1 0.4589041 0.002342273 2.01246118
## 4868 80 CD2AP 0.8355163 0.002342273 2.01246118
## 4869 80 ARHGAP21 -0.4753129 0.002342273 2.01246118
## 4870 80 SLC1A5 -0.9490795 0.002342273 2.01246118
## 4871 80 CTTNBP2 0.4650256 0.002342273 2.01246118
## 4872 80 DMXL2 0.4025114 0.002342273 2.01246118
## 4873 80 DYSF -1.6785928 0.002342273 2.01246118
## 4874 80 PICALM -0.5427484 0.002342273 2.01246118
## 4875 80 MAP1LC3A 0.4712059 0.002342273 2.01246118
## 4876 80 TPP1 0.2900076 0.002342273 2.01246118
## 4877 80 PACSIN2 -0.4208403 0.002342273 2.01246118
## 4878 80 MAPKAP1 0.5273520 0.002342273 2.01246118
## 4879 80 SLC2A1 4.7325928 0.002342273 2.01246118
## 4880 80 GOPC -1.1451475 0.002342273 2.01246118
## 4881 80 RAB6B -0.6097520 0.002342273 2.01246118
## 4882 80 SCAMP5 -0.5922270 0.002342273 2.01246118
## 4883 80 BSG 1.7787647 0.002342273 2.01246118
## 4884 80 ADAM10 0.4370403 0.002342273 2.01246118
## 4885 80 PIK3C2B -2.4683793 0.002342273 2.01246118
## 4886 80 ANP32E 0.5734011 0.002342273 2.01246118
## 4887 80 SLC3A2 2.0731455 0.002342273 2.01246118
## 4888 80 STOM 0.6593231 0.002342273 2.01246118
## 4889 80 MIB1 -0.2899698 0.002342273 2.01246118
## 4890 80 MYRIP 0.7350114 0.002342273 2.01246118
## 4891 80 F5 1.0342927 0.002342273 2.01246118
## 4892 80 IGF2R -1.6454388 0.002342273 2.01246118
## 4893 80 SEMA4C -0.5716982 0.002342273 2.01246118
## 4894 80 SORT1 1.1173178 0.002342273 2.01246118
## 4895 80 TRAPPC4 0.6653407 0.002342273 2.01246118
## 4896 80 PDCD6IP -0.3779510 0.002342273 2.01246118
## 4897 80 CTSB -0.4946410 0.002342273 2.01246118
## 4898 80 VAMP1 0.5729027 0.002342273 2.01246118
## 4899 80 RAB11FIP1 2.9845256 0.002342273 2.01246118
## 4900 80 SLC40A1 4.5186054 0.002342273 2.01246118
## 4901 80 DST -0.9919195 0.002342273 2.01246118
## 4902 80 IFT74 0.7285776 0.002342273 2.01246118
## 4903 80 CLCN3 0.4268344 0.002342273 2.01246118
## 4904 80 TNF -0.5241138 0.002342273 2.01246118
## 4905 80 AGFG1 1.3809748 0.002342273 2.01246118
## 4906 80 LRBA 0.4892743 0.002342273 2.01246118
## 4907 80 TIMP4 -5.2487548 0.002342273 2.01246118
## 4908 80 NOSTRIN 1.2039553 0.002342273 2.01246118
## 4909 80 CXXC4 -0.4424631 0.002342273 2.01246118
## 4910 80 RFFL -0.3729210 0.002342273 2.01246118
## 4911 80 ITGB1 -0.3208476 0.002342273 2.01246118
## 4912 80 DGKD -1.1848871 0.002342273 2.01246118
## 4913 80 SYN2 -0.5658542 0.002342273 2.01246118
## 4914 80 TMED10 0.2524694 0.002342273 2.01246118
## 4915 80 EHD1 -1.2720353 0.002342273 2.01246118
## 4916 80 MYOF 2.0205359 0.002342273 2.01246118
## 4917 80 PCSK5 -0.9179595 0.002342273 2.01246118
## 4918 80 HIP1 0.8382696 0.002342273 2.01246118
## 4919 80 PLAT 1.6281646 0.002342273 2.01246118
## 4920 80 NOS1 0.4966184 0.002342273 2.01246118
## 4921 80 NTF3 -2.4233014 0.002342273 2.01246118
## 4922 80 GGH 0.4332434 0.002342273 2.01246118
## 4923 80 EXOC3L -0.9601766 0.002342273 2.01246118
## 4924 80 SNAPIN 0.7468065 0.002342273 2.01246118
## 4925 80 WIPI1 0.7034265 0.002342273 2.01246118
## 4926 80 VWF 1.7620703 0.002342273 2.01246118
## 4927 80 PLA2G4A 3.0518281 0.002342273 2.01246118
## 4928 80 AP2A2 0.3464030 0.002342273 2.01246118
## 4929 80 LAMP2 -0.4551722 0.002342273 2.01246118
## 4930 80 TFRC 4.4032544 0.002342273 2.01246118
## 4931 80 NTS -1.3294272 0.002342273 2.01246118
## 4932 80 ULK1 0.4108861 0.002342273 2.01246118
## 4933 80 CAPG 0.7958338 0.002342273 2.01246118
## 4934 80 ABCC4 1.9315770 0.002342273 2.01246118
## 4935 80 AMOT 1.0877881 0.002342273 2.01246118
## 4936 80 ATP6V0A1 0.9847533 0.002342273 2.01246118
## 4937 80 SYTL2 0.7820970 0.002342273 2.01246118
## 4938 80 ABL2 0.5324753 0.002342273 2.01246118
## 4939 80 ATP8A1 1.3527361 0.002342273 2.01246118
## 4940 18 DIXDC1 1.7223422 0.002762168 -0.47140452
## 4941 18 TLN1 -0.3368527 0.002762168 -0.47140452
## 4942 18 ENAH -0.8317531 0.002762168 -0.47140452
## 4943 18 LIMS2 -0.8359992 0.002762168 -0.47140452
## 4944 18 LIMK1 0.4970490 0.002762168 -0.47140452
## 4945 18 NEXN -2.7307544 0.002762168 -0.47140452
## 4946 18 CTTNBP2 0.4650256 0.002762168 -0.47140452
## 4947 18 TNS3 -0.3539310 0.002762168 -0.47140452
## 4948 18 PTK2 -0.6527904 0.002762168 -0.47140452
## 4949 18 PRUNE 1.2060202 0.002762168 -0.47140452
## 4950 18 LAYN 2.3060945 0.002762168 -0.47140452
## 4951 18 ILK -0.6476593 0.002762168 -0.47140452
## 4952 18 PAK1 1.3962107 0.002762168 -0.47140452
## 4953 18 ZYX -1.0582733 0.002762168 -0.47140452
## 4954 18 TGFB1I1 -0.9829797 0.002762168 -0.47140452
## 4955 18 NEURL2 1.8678762 0.002762168 -0.47140452
## 4956 18 PARVB 1.1023674 0.002762168 -0.47140452
## 4957 18 PARVA -0.7543596 0.002762168 -0.47140452
## 4958 28 TLN1 -0.3368527 0.002661132 0.75592895
## 4959 28 ENAH -0.8317531 0.002661132 0.75592895
## 4960 28 SHROOM2 0.6032635 0.002661132 0.75592895
## 4961 28 PARD3 1.7035204 0.002661132 0.75592895
## 4962 28 LIMS2 -0.8359992 0.002661132 0.75592895
## 4963 28 LMO7 -0.7436161 0.002661132 0.75592895
## 4964 28 CDH2 1.2832653 0.002661132 0.75592895
## 4965 28 CTTNBP2 0.4650256 0.002661132 0.75592895
## 4966 28 PTK2 -0.6527904 0.002661132 0.75592895
## 4967 28 ILK -0.6476593 0.002661132 0.75592895
## 4968 28 ZYX -1.0582733 0.002661132 0.75592895
## 4969 28 PAK1 1.3962107 0.002661132 0.75592895
## 4970 28 SSX2IP 1.8684610 0.002661132 0.75592895
## 4971 28 NPHP1 0.5274854 0.002661132 0.75592895
## 4972 28 DIXDC1 1.7223422 0.002661132 0.75592895
## 4973 28 LIMK1 0.4970490 0.002661132 0.75592895
## 4974 28 MPP7 0.8770310 0.002661132 0.75592895
## 4975 28 NEXN -2.7307544 0.002661132 0.75592895
## 4976 28 JUP -1.0516396 0.002661132 0.75592895
## 4977 28 TNS3 -0.3539310 0.002661132 0.75592895
## 4978 28 PRUNE 1.2060202 0.002661132 0.75592895
## 4979 28 PGM5 1.9231251 0.002661132 0.75592895
## 4980 28 LAYN 2.3060945 0.002661132 0.75592895
## 4981 28 SYNM 1.8265187 0.002661132 0.75592895
## 4982 28 TGFB1I1 -0.9829797 0.002661132 0.75592895
## 4983 28 NEURL2 1.8678762 0.002661132 0.75592895
## 4984 28 PARVB 1.1023674 0.002661132 0.75592895
## 4985 28 PARVA -0.7543596 0.002661132 0.75592895
## 4986 23 COL4A2 -1.1833210 0.002964743 -1.45960090
## 4987 23 COL4A1 -1.3143412 0.002964743 -1.45960090
## 4988 23 TNC -0.4306758 0.002964743 -1.45960090
## 4989 23 FBN1 -1.3404195 0.002964743 -1.45960090
## 4990 23 COL15A1 -0.8785426 0.002964743 -1.45960090
## 4991 23 HSPG2 -1.8536889 0.002964743 -1.45960090
## 4992 23 CCDC80 -2.4799752 0.002964743 -1.45960090
## 4993 23 PAPLN -0.9733092 0.002964743 -1.45960090
## 4994 23 NID1 -1.3734728 0.002964743 -1.45960090
## 4995 23 TIMP2 -1.4731891 0.002964743 -1.45960090
## 4996 23 LAMA2 -0.4230971 0.002964743 -1.45960090
## 4997 23 LAMA4 -1.2846680 0.002964743 -1.45960090
## 4998 23 EGFLAM 0.8570897 0.002964743 -1.45960090
## 4999 23 HMCN1 2.2111133 0.002964743 -1.45960090
## 5000 23 ANG 1.7859395 0.002964743 -1.45960090
## 5001 23 FREM2 0.8510785 0.002964743 -1.45960090
## 5002 23 AGRN 0.9924072 0.002964743 -1.45960090
## 5003 23 LAMC1 -0.9131959 0.002964743 -1.45960090
## 5004 23 ENTPD1 0.8515158 0.002964743 -1.45960090
## 5005 23 VWA1 1.3735867 0.002964743 -1.45960090
## 5006 23 COL8A1 -1.2164318 0.002964743 -1.45960090
## 5007 23 MFAP5 -0.8768981 0.002964743 -1.45960090
## 5008 23 FN1 1.8449363 0.002964743 -1.45960090
## 5009 85 OCLN 4.6990665 0.005295418 0.32539569
## 5010 85 MYO7A -0.6571930 0.005295418 0.32539569
## 5011 85 PPARG -3.6760365 0.005295418 0.32539569
## 5012 85 VBP1 0.5468429 0.005295418 0.32539569
## 5013 85 GJA1 -0.8179480 0.005295418 0.32539569
## 5014 85 FES -0.3553155 0.005295418 0.32539569
## 5015 85 PDCD4 0.5736128 0.005295418 0.32539569
## 5016 85 SLC7A5 3.9292045 0.005295418 0.32539569
## 5017 85 MAGED1 0.9304536 0.005295418 0.32539569
## 5018 85 CTTNBP2 0.4650256 0.005295418 0.32539569
## 5019 85 ACOT7 -0.7312229 0.005295418 0.32539569
## 5020 85 PACSIN2 -0.4208403 0.005295418 0.32539569
## 5021 85 COL4A3BP 1.3971175 0.005295418 0.32539569
## 5022 85 SDPR -0.9836461 0.005295418 0.32539569
## 5023 85 RAB24 0.5639919 0.005295418 0.32539569
## 5024 85 MT1 2.2178710 0.005295418 0.32539569
## 5025 85 NGFRAP1 0.8418163 0.005295418 0.32539569
## 5026 85 NOS2 -0.7167468 0.005295418 0.32539569
## 5027 85 DDAH2 -0.8367764 0.005295418 0.32539569
## 5028 85 INSR 1.6754155 0.005295418 0.32539569
## 5029 85 FMNL1 -1.7516041 0.005295418 0.32539569
## 5030 85 PPP2R1A 0.3678080 0.005295418 0.32539569
## 5031 85 PIK3C2B -2.4683793 0.005295418 0.32539569
## 5032 85 PFKP -0.9427482 0.005295418 0.32539569
## 5033 85 PFKM 0.5475063 0.005295418 0.32539569
## 5034 85 CLIC1 -0.5963828 0.005295418 0.32539569
## 5035 85 ZCCHC17 0.4590762 0.005295418 0.32539569
## 5036 85 THY1 -0.5538562 0.005295418 0.32539569
## 5037 85 JUP -1.0516396 0.005295418 0.32539569
## 5038 85 ATP6V1A 0.6504485 0.005295418 0.32539569
## 5039 85 PLCE1 -0.5838718 0.005295418 0.32539569
## 5040 85 CCND1 -1.6451473 0.005295418 0.32539569
## 5041 85 PTRF -0.8990656 0.005295418 0.32539569
## 5042 85 ADK 1.7241557 0.005295418 0.32539569
## 5043 85 PFDN4 0.7494620 0.005295418 0.32539569
## 5044 85 AS3MT 1.0911878 0.005295418 0.32539569
## 5045 85 PSMA3 0.4132637 0.005295418 0.32539569
## 5046 85 MAPK9 0.6855507 0.005295418 0.32539569
## 5047 85 PDCD6IP -0.3779510 0.005295418 0.32539569
## 5048 85 UROD 0.6962671 0.005295418 0.32539569
## 5049 85 FHOD1 -0.5541577 0.005295418 0.32539569
## 5050 85 MAP3K12 -0.5351272 0.005295418 0.32539569
## 5051 85 ALDH9A1 0.9152142 0.005295418 0.32539569
## 5052 85 XDH -0.5822439 0.005295418 0.32539569
## 5053 85 CPLX2 -0.3166626 0.005295418 0.32539569
## 5054 85 CAV1 -0.9567264 0.005295418 0.32539569
## 5055 85 ABHD5 0.3971589 0.005295418 0.32539569
## 5056 85 EEA1 -0.3566612 0.005295418 0.32539569
## 5057 85 NR3C1 0.3773807 0.005295418 0.32539569
## 5058 85 WDYHV1 1.1420104 0.005295418 0.32539569
## 5059 85 GM8995 -0.9629326 0.005295418 0.32539569
## 5060 85 PTK2 -0.6527904 0.005295418 0.32539569
## 5061 85 INPP5K 0.7417352 0.005295418 0.32539569
## 5062 85 RPL32 -0.3769321 0.005295418 0.32539569
## 5063 85 BCL2 -0.8192378 0.005295418 0.32539569
## 5064 85 LANCL2 0.3723850 0.005295418 0.32539569
## 5065 85 ZAP70 0.9691435 0.005295418 0.32539569
## 5066 85 PLCD1 -0.5474868 0.005295418 0.32539569
## 5067 85 AATF -0.5714165 0.005295418 0.32539569
## 5068 85 CAR2 1.6099806 0.005295418 0.32539569
## 5069 85 ENO1 0.6613974 0.005295418 0.32539569
## 5070 85 ASPSCR1 0.4158936 0.005295418 0.32539569
## 5071 85 MOCS2 0.6511192 0.005295418 0.32539569
## 5072 85 NOS1 0.4966184 0.005295418 0.32539569
## 5073 85 MAP2K1 -0.4628798 0.005295418 0.32539569
## 5074 85 SRA1 0.5567935 0.005295418 0.32539569
## 5075 85 TGFBR2 0.9984773 0.005295418 0.32539569
## 5076 85 SNAPIN 0.7468065 0.005295418 0.32539569
## 5077 85 TAB2 0.5390739 0.005295418 0.32539569
## 5078 85 PTPN12 -0.3639878 0.005295418 0.32539569
## 5079 85 HBA-A1 -1.5501629 0.005295418 0.32539569
## 5080 85 HBA-A2 -1.5726738 0.005295418 0.32539569
## 5081 85 ICK 0.4702803 0.005295418 0.32539569
## 5082 85 GVIN1 -0.6953950 0.005295418 0.32539569
## 5083 85 FYN -1.6589775 0.005295418 0.32539569
## 5084 85 GSK3B 0.4631170 0.005295418 0.32539569
## 5085 85 POMP 0.9716028 0.005295418 0.32539569
## 5086 85 FABP4 -6.0063746 0.005295418 0.32539569
## 5087 85 CPNE3 0.4759086 0.005295418 0.32539569
## 5088 85 TNK1 -0.2801580 0.005295418 0.32539569
## 5089 85 APAF1 -0.7626912 0.005295418 0.32539569
## 5090 85 VPS28 0.4834162 0.005295418 0.32539569
## 5091 85 GRB7 1.1371352 0.005295418 0.32539569
## 5092 85 LIPE -0.6772464 0.005295418 0.32539569
## 5093 85 GCA 1.7133449 0.005295418 0.32539569
## 5094 88 GNPTG 0.4475668 0.007069382 1.06600358
## 5095 88 HPRT 0.6275924 0.007069382 1.06600358
## 5096 88 PTGS2 3.0743014 0.007069382 1.06600358
## 5097 88 CYP2J6 -0.9309146 0.007069382 1.06600358
## 5098 88 PTGS1 -1.0167608 0.007069382 1.06600358
## 5099 88 ITSN1 0.4589041 0.007069382 1.06600358
## 5100 88 ARL2BP 1.5949739 0.007069382 1.06600358
## 5101 88 ASAH2 -1.4975050 0.007069382 1.06600358
## 5102 88 HMOX2 -0.4664666 0.007069382 1.06600358
## 5103 88 CTTNBP2 0.4650256 0.007069382 1.06600358
## 5104 88 CYP39A1 1.0527763 0.007069382 1.06600358
## 5105 88 PLCB4 -0.8033203 0.007069382 1.06600358
## 5106 88 PTGES 1.1106779 0.007069382 1.06600358
## 5107 88 TPP1 0.2900076 0.007069382 1.06600358
## 5108 88 GOPC -1.1451475 0.007069382 1.06600358
## 5109 88 RECK 3.6926860 0.007069382 1.06600358
## 5110 88 STX2 -1.4672858 0.007069382 1.06600358
## 5111 88 CYP1A1 -1.5564060 0.007069382 1.06600358
## 5112 88 CRYAB -0.9114836 0.007069382 1.06600358
## 5113 88 CCDC88C -0.8672074 0.007069382 1.06600358
## 5114 88 MPDZ -1.2718824 0.007069382 1.06600358
## 5115 88 FLOT2 -0.5226118 0.007069382 1.06600358
## 5116 88 PKIG 0.5947590 0.007069382 1.06600358
## 5117 88 SCN2A1 0.3935116 0.007069382 1.06600358
## 5118 88 PFKM 0.5475063 0.007069382 1.06600358
## 5119 88 CYP2E1 2.4913518 0.007069382 1.06600358
## 5120 88 CLIC1 -0.5963828 0.007069382 1.06600358
## 5121 88 CYB5B 1.0679666 0.007069382 1.06600358
## 5122 88 POR 0.5795204 0.007069382 1.06600358
## 5123 88 PNPLA6 0.8906838 0.007069382 1.06600358
## 5124 88 CD38 -1.4982516 0.007069382 1.06600358
## 5125 88 PLCE1 -0.5838718 0.007069382 1.06600358
## 5126 88 LYNX1 1.0066724 0.007069382 1.06600358
## 5127 88 PTRF -0.8990656 0.007069382 1.06600358
## 5128 88 TPPP -1.6191163 0.007069382 1.06600358
## 5129 88 IGF2R -1.6454388 0.007069382 1.06600358
## 5130 88 AS3MT 1.0911878 0.007069382 1.06600358
## 5131 88 SORT1 1.1173178 0.007069382 1.06600358
## 5132 88 H2-KE6 0.5847254 0.007069382 1.06600358
## 5133 88 CTSB -0.4946410 0.007069382 1.06600358
## 5134 88 VAMP1 0.5729027 0.007069382 1.06600358
## 5135 88 CYP51 1.1453600 0.007069382 1.06600358
## 5136 88 CAV1 -0.9567264 0.007069382 1.06600358
## 5137 88 SORD 0.5704929 0.007069382 1.06600358
## 5138 88 ADORA2A -1.6248646 0.007069382 1.06600358
## 5139 88 CALD1 -1.5895592 0.007069382 1.06600358
## 5140 88 CTNND1 -0.4345541 0.007069382 1.06600358
## 5141 88 CD24A 0.8402202 0.007069382 1.06600358
## 5142 88 ITGB1 -0.3208476 0.007069382 1.06600358
## 5143 88 GCLM 0.6004267 0.007069382 1.06600358
## 5144 88 FMO4 -0.5052994 0.007069382 1.06600358
## 5145 88 SLCO1A4 6.6453875 0.007069382 1.06600358
## 5146 88 INPP5K 0.7417352 0.007069382 1.06600358
## 5147 88 FMO1 -1.3051784 0.007069382 1.06600358
## 5148 88 RASGRP4 0.4342518 0.007069382 1.06600358
## 5149 88 BCL2 -0.8192378 0.007069382 1.06600358
## 5150 88 TMED10 0.2524694 0.007069382 1.06600358
## 5151 88 PPAP2A -1.1172784 0.007069382 1.06600358
## 5152 88 ACSL3 2.4464795 0.007069382 1.06600358
## 5153 88 EHD2 -1.5730829 0.007069382 1.06600358
## 5154 88 INPP5A -0.8953969 0.007069382 1.06600358
## 5155 88 ACSL6 0.3600899 0.007069382 1.06600358
## 5156 88 ACSL5 -0.3634335 0.007069382 1.06600358
## 5157 88 ASPSCR1 0.4158936 0.007069382 1.06600358
## 5158 88 NCEH1 1.0271370 0.007069382 1.06600358
## 5159 88 ACY1 0.2835209 0.007069382 1.06600358
## 5160 88 A4GALT 1.9493143 0.007069382 1.06600358
## 5161 88 SEC11C 0.7575280 0.007069382 1.06600358
## 5162 88 SLC12A2 -1.4221903 0.007069382 1.06600358
## 5163 88 ATP1A1 0.6178691 0.007069382 1.06600358
## 5164 88 SNAPIN 0.7468065 0.007069382 1.06600358
## 5165 88 ITGA3 0.6590656 0.007069382 1.06600358
## 5166 88 ITPR3 0.5506697 0.007069382 1.06600358
## 5167 88 SAMD4 -0.7848970 0.007069382 1.06600358
## 5168 88 CPT1A 0.9598796 0.007069382 1.06600358
## 5169 88 CYP4B1 -2.4019783 0.007069382 1.06600358
## 5170 88 LAMP2 -0.4551722 0.007069382 1.06600358
## 5171 88 EPS8 1.1645216 0.007069382 1.06600358
## 5172 88 ITGA5 -0.8219463 0.007069382 1.06600358
## 5173 88 KCNJ8 -0.6850658 0.007069382 1.06600358
## 5174 88 GRIA1 0.2265749 0.007069382 1.06600358
## 5175 88 ULK1 0.4108861 0.007069382 1.06600358
## 5176 88 ABCC4 1.9315770 0.007069382 1.06600358
## 5177 88 CHN2 1.9067284 0.007069382 1.06600358
## 5178 88 SYTL2 0.7820970 0.007069382 1.06600358
## 5179 88 SYNM 1.8265187 0.007069382 1.06600358
## 5180 88 APAF1 -0.7626912 0.007069382 1.06600358
## 5181 88 ABCC5 -0.8480902 0.007069382 1.06600358
## 5182 16 DIXDC1 1.7223422 0.010478729 -0.50000000
## 5183 16 TLN1 -0.3368527 0.010478729 -0.50000000
## 5184 16 ENAH -0.8317531 0.010478729 -0.50000000
## 5185 16 LIMS2 -0.8359992 0.010478729 -0.50000000
## 5186 16 LIMK1 0.4970490 0.010478729 -0.50000000
## 5187 16 TNS3 -0.3539310 0.010478729 -0.50000000
## 5188 16 CTTNBP2 0.4650256 0.010478729 -0.50000000
## 5189 16 PTK2 -0.6527904 0.010478729 -0.50000000
## 5190 16 PRUNE 1.2060202 0.010478729 -0.50000000
## 5191 16 LAYN 2.3060945 0.010478729 -0.50000000
## 5192 16 ILK -0.6476593 0.010478729 -0.50000000
## 5193 16 PAK1 1.3962107 0.010478729 -0.50000000
## 5194 16 ZYX -1.0582733 0.010478729 -0.50000000
## 5195 16 TGFB1I1 -0.9829797 0.010478729 -0.50000000
## 5196 16 PARVB 1.1023674 0.010478729 -0.50000000
## 5197 16 PARVA -0.7543596 0.010478729 -0.50000000
## 5198 21 ACTC1 -3.4079863 0.015748575 -3.27326835
## 5199 21 MYL2 -4.4515265 0.015748575 -3.27326835
## 5200 21 TCAP -0.7520534 0.015748575 -3.27326835
## 5201 21 CRYAB -0.9114836 0.015748575 -3.27326835
## 5202 21 PDLIM3 -0.8876939 0.015748575 -3.27326835
## 5203 21 MYH7 -0.4684236 0.015748575 -3.27326835
## 5204 21 MYH6 -1.6087011 0.015748575 -3.27326835
## 5205 21 TNNI3 -1.5804001 0.015748575 -3.27326835
## 5206 21 TPM2 -1.4312286 0.015748575 -3.27326835
## 5207 21 TTN -0.6633600 0.015748575 -3.27326835
## 5208 21 CSRP3 -0.9135559 0.015748575 -3.27326835
## 5209 21 JUP -1.0516396 0.015748575 -3.27326835
## 5210 21 TNNT2 -4.2969393 0.015748575 -3.27326835
## 5211 21 MURC 1.6012508 0.015748575 -3.27326835
## 5212 21 ABCC9 -0.5831183 0.015748575 -3.27326835
## 5213 21 PGM5 1.9231251 0.015748575 -3.27326835
## 5214 21 SYNE2 -0.8645887 0.015748575 -3.27326835
## 5215 21 ANKRD23 -0.3758442 0.015748575 -3.27326835
## 5216 21 PYGM -1.1990651 0.015748575 -3.27326835
## 5217 21 KCNJ8 -0.6850658 0.015748575 -3.27326835
## 5218 21 SYNM 1.8265187 0.015748575 -3.27326835
## 5219 108 ASPN -2.7099863 0.015072204 -1.34715063
## 5220 108 CTHRC1 1.5593096 0.015072204 -1.34715063
## 5221 108 LTBP1 -1.7956945 0.015072204 -1.34715063
## 5222 108 IL16 -0.6437575 0.015072204 -1.34715063
## 5223 108 IL18 0.8877106 0.015072204 -1.34715063
## 5224 108 EDN1 1.3813006 0.015072204 -1.34715063
## 5225 108 TGFB3 -1.6543120 0.015072204 -1.34715063
## 5226 108 PGLYRP1 4.7509248 0.015072204 -1.34715063
## 5227 108 POSTN -1.9800983 0.015072204 -1.34715063
## 5228 108 BMP15 0.2973752 0.015072204 -1.34715063
## 5229 108 TGFB2 2.3031748 0.015072204 -1.34715063
## 5230 108 OGN -0.4331110 0.015072204 -1.34715063
## 5231 108 HMCN1 2.2111133 0.015072204 -1.34715063
## 5232 108 SERPINE2 1.0849144 0.015072204 -1.34715063
## 5233 108 APOE 0.8698346 0.015072204 -1.34715063
## 5234 108 IFNG 0.2338462 0.015072204 -1.34715063
## 5235 108 ADAM9 -0.4837100 0.015072204 -1.34715063
## 5236 108 CRTAP 0.9706400 0.015072204 -1.34715063
## 5237 108 F8 -0.5775755 0.015072204 -1.34715063
## 5238 108 MFGE8 -1.4562858 0.015072204 -1.34715063
## 5239 108 ADAMTS9 -2.5714289 0.015072204 -1.34715063
## 5240 108 EGFLAM 0.8570897 0.015072204 -1.34715063
## 5241 108 F5 1.0342927 0.015072204 -1.34715063
## 5242 108 NAV2 0.4839409 0.015072204 -1.34715063
## 5243 108 LAMC1 -0.9131959 0.015072204 -1.34715063
## 5244 108 MFAP5 -0.8768981 0.015072204 -1.34715063
## 5245 108 ADAMTS5 -1.9192924 0.015072204 -1.34715063
## 5246 108 WNT5A 1.2678499 0.015072204 -1.34715063
## 5247 108 ADAMTSL2 0.3110116 0.015072204 -1.34715063
## 5248 108 TIMP4 -5.2487548 0.015072204 -1.34715063
## 5249 108 TIMP2 -1.4731891 0.015072204 -1.34715063
## 5250 108 AGRN 0.9924072 0.015072204 -1.34715063
## 5251 108 ENTPD1 0.8515158 0.015072204 -1.34715063
## 5252 108 FN1 1.8449363 0.015072204 -1.34715063
## 5253 108 PLAT 1.6281646 0.015072204 -1.34715063
## 5254 108 LPL -4.7634007 0.015072204 -1.34715063
## 5255 108 BMP1 -0.5384685 0.015072204 -1.34715063
## 5256 108 EFEMP2 0.7866735 0.015072204 -1.34715063
## 5257 108 LGALS1 -2.2474624 0.015072204 -1.34715063
## 5258 108 GGH 0.4332434 0.015072204 -1.34715063
## 5259 108 CCDC80 -2.4799752 0.015072204 -1.34715063
## 5260 108 EMILIN1 -0.4076632 0.015072204 -1.34715063
## 5261 108 LAMA2 -0.4230971 0.015072204 -1.34715063
## 5262 108 LAMA4 -1.2846680 0.015072204 -1.34715063
## 5263 108 FREM2 0.8510785 0.015072204 -1.34715063
## 5264 108 CXCL16 -0.8723887 0.015072204 -1.34715063
## 5265 108 CCL27A 0.8755148 0.015072204 -1.34715063
## 5266 108 TGFBR3 1.2105366 0.015072204 -1.34715063
## 5267 108 BMP6 -2.3351671 0.015072204 -1.34715063
## 5268 108 NEPN -1.8400647 0.015072204 -1.34715063
## 5269 108 LEPR 2.6539788 0.015072204 -1.34715063
## 5270 108 LSR 2.0573397 0.015072204 -1.34715063
## 5271 108 MMP25 0.3999529 0.015072204 -1.34715063
## 5272 108 GPC4 -1.0134381 0.015072204 -1.34715063
## 5273 108 ANG 1.7859395 0.015072204 -1.34715063
## 5274 108 SEMA3C 5.5156298 0.015072204 -1.34715063
## 5275 108 SEPP1 0.6959823 0.015072204 -1.34715063
## 5276 108 VWA1 1.3735867 0.015072204 -1.34715063
## 5277 108 FGF2 -0.5859693 0.015072204 -1.34715063
## 5278 108 GPIHBP1 -4.1310943 0.015072204 -1.34715063
## 5279 108 AGPAT1 0.7000593 0.015072204 -1.34715063
## 5280 108 ADAM10 0.4370403 0.015072204 -1.34715063
## 5281 108 MMP15 -1.4652837 0.015072204 -1.34715063
## 5282 108 IFNAR2 1.0208988 0.015072204 -1.34715063
## 5283 108 BGN -1.5797421 0.015072204 -1.34715063
## 5284 108 GM13306 0.7348015 0.015072204 -1.34715063
## 5285 108 GRN -0.5220210 0.015072204 -1.34715063
## 5286 108 ADAM19 -1.2154123 0.015072204 -1.34715063
## 5287 108 TNF -0.5241138 0.015072204 -1.34715063
## 5288 108 C3 -0.9411637 0.015072204 -1.34715063
## 5289 108 SPOCK2 4.7286338 0.015072204 -1.34715063
## 5290 108 TNC -0.4306758 0.015072204 -1.34715063
## 5291 108 LUM -0.5273959 0.015072204 -1.34715063
## 5292 108 CD109 -1.0547504 0.015072204 -1.34715063
## 5293 108 CXCL9 -3.0769195 0.015072204 -1.34715063
## 5294 108 DCN -3.4268267 0.015072204 -1.34715063
## 5295 108 PRL2C3 -1.7891221 0.015072204 -1.34715063
## 5296 108 PRL2C5 -0.3866043 0.015072204 -1.34715063
## 5297 108 C1QTNF1 -1.9824114 0.015072204 -1.34715063
## 5298 108 COL6A3 -0.3943146 0.015072204 -1.34715063
## 5299 108 PTN 5.5709268 0.015072204 -1.34715063
## 5300 108 COL8A1 -1.2164318 0.015072204 -1.34715063
## 5301 108 FIGF 2.5392280 0.015072204 -1.34715063
## 5302 108 PCSK5 -0.9179595 0.015072204 -1.34715063
## 5303 108 FGFBP1 0.2823305 0.015072204 -1.34715063
## 5304 108 DPT -3.2040615 0.015072204 -1.34715063
## 5305 108 KLK8 -0.8917271 0.015072204 -1.34715063
## 5306 108 COL4A2 -1.1833210 0.015072204 -1.34715063
## 5307 108 COL4A1 -1.3143412 0.015072204 -1.34715063
## 5308 108 FBN1 -1.3404195 0.015072204 -1.34715063
## 5309 108 COL15A1 -0.8785426 0.015072204 -1.34715063
## 5310 108 HSPG2 -1.8536889 0.015072204 -1.34715063
## 5311 108 CCL19 1.0373509 0.015072204 -1.34715063
## 5312 108 IGF2 -1.0844985 0.015072204 -1.34715063
## 5313 108 PAPLN -0.9733092 0.015072204 -1.34715063
## 5314 108 NID1 -1.3734728 0.015072204 -1.34715063
## 5315 108 TNFSF9 -0.6839906 0.015072204 -1.34715063
## 5316 108 PROM1 2.2468888 0.015072204 -1.34715063
## 5317 108 VWF 1.7620703 0.015072204 -1.34715063
## 5318 108 FBLN2 -1.9822873 0.015072204 -1.34715063
## 5319 108 SULF1 -1.8682084 0.015072204 -1.34715063
## 5320 108 HBEGF 1.1368100 0.015072204 -1.34715063
## 5321 108 LRP8 3.3563987 0.015072204 -1.34715063
## 5322 108 CP 3.0784531 0.015072204 -1.34715063
## 5323 108 IGFBP3 -1.5387731 0.015072204 -1.34715063
## 5324 108 CMTM3 -1.0451446 0.015072204 -1.34715063
## 5325 108 CMTM6 0.4356000 0.015072204 -1.34715063
## 5326 108 IGFBP5 -1.3866765 0.015072204 -1.34715063
## 5327 20 GNA13 0.3711599 0.015545763 1.78885438
## 5328 20 BSG 1.7787647 0.015545763 1.78885438
## 5329 20 MLPH 0.3636092 0.015545763 1.78885438
## 5330 20 MYO7A -0.6571930 0.015545763 1.78885438
## 5331 20 GGH 0.4332434 0.015545763 1.78885438
## 5332 20 SLC3A2 2.0731455 0.015545763 1.78885438
## 5333 20 PDIA6 -0.7527857 0.015545763 1.78885438
## 5334 20 ITGB1 -0.3208476 0.015545763 1.78885438
## 5335 20 STOM 0.6593231 0.015545763 1.78885438
## 5336 20 SLC1A5 -0.9490795 0.015545763 1.78885438
## 5337 20 MYRIP 0.7350114 0.015545763 1.78885438
## 5338 20 TFRC 4.4032544 0.015545763 1.78885438
## 5339 20 TPP1 0.2900076 0.015545763 1.78885438
## 5340 20 SLC2A1 4.7325928 0.015545763 1.78885438
## 5341 20 CAPG 0.7958338 0.015545763 1.78885438
## 5342 20 TMED10 0.2524694 0.015545763 1.78885438
## 5343 20 ATP6V0A1 0.9847533 0.015545763 1.78885438
## 5344 20 SYTL2 0.7820970 0.015545763 1.78885438
## 5345 20 PDCD6IP -0.3779510 0.015545763 1.78885438
## 5346 20 CTSB -0.4946410 0.015545763 1.78885438
## 5347 20 GNA13 0.3711599 0.015545763 1.78885438
## 5348 20 BSG 1.7787647 0.015545763 1.78885438
## 5349 20 MLPH 0.3636092 0.015545763 1.78885438
## 5350 20 MYO7A -0.6571930 0.015545763 1.78885438
## 5351 20 GGH 0.4332434 0.015545763 1.78885438
## 5352 20 SLC3A2 2.0731455 0.015545763 1.78885438
## 5353 20 PDIA6 -0.7527857 0.015545763 1.78885438
## 5354 20 ITGB1 -0.3208476 0.015545763 1.78885438
## 5355 20 STOM 0.6593231 0.015545763 1.78885438
## 5356 20 SLC1A5 -0.9490795 0.015545763 1.78885438
## 5357 20 MYRIP 0.7350114 0.015545763 1.78885438
## 5358 20 TFRC 4.4032544 0.015545763 1.78885438
## 5359 20 TPP1 0.2900076 0.015545763 1.78885438
## 5360 20 SLC2A1 4.7325928 0.015545763 1.78885438
## 5361 20 CAPG 0.7958338 0.015545763 1.78885438
## 5362 20 TMED10 0.2524694 0.015545763 1.78885438
## 5363 20 ATP6V0A1 0.9847533 0.015545763 1.78885438
## 5364 20 SYTL2 0.7820970 0.015545763 1.78885438
## 5365 20 PDCD6IP -0.3779510 0.015545763 1.78885438
## 5366 20 CTSB -0.4946410 0.015545763 1.78885438
## 5367 52 GPR126 1.4693363 0.015392772 -0.55470020
## 5368 52 ACVRL1 0.5096903 0.015392772 -0.55470020
## 5369 52 H2-D1 -0.5065864 0.015392772 -0.55470020
## 5370 52 MMP25 0.3999529 0.015392772 -0.55470020
## 5371 52 GPC4 -1.0134381 0.015392772 -0.55470020
## 5372 52 CERKL 0.8624001 0.015392772 -0.55470020
## 5373 52 CD44 -1.0396956 0.015392772 -0.55470020
## 5374 52 APOE 0.8698346 0.015392772 -0.55470020
## 5375 52 ROBO2 -1.6686921 0.015392772 -0.55470020
## 5376 52 CEACAM2 2.2038350 0.015392772 -0.55470020
## 5377 52 GPIHBP1 -4.1310943 0.015392772 -0.55470020
## 5378 52 ADAM9 -0.4837100 0.015392772 -0.55470020
## 5379 52 H2-K1 -0.4985447 0.015392772 -0.55470020
## 5380 52 ADAM10 0.4370403 0.015392772 -0.55470020
## 5381 52 MFGE8 -1.4562858 0.015392772 -0.55470020
## 5382 52 MMP15 -1.4652837 0.015392772 -0.55470020
## 5383 52 THY1 -0.5538562 0.015392772 -0.55470020
## 5384 52 LRPAP1 0.3978039 0.015392772 -0.55470020
## 5385 52 CD38 -1.4982516 0.015392772 -0.55470020
## 5386 52 IGSF5 1.3725783 0.015392772 -0.55470020
## 5387 52 BGN -1.5797421 0.015392772 -0.55470020
## 5388 52 CD36 -7.1283219 0.015392772 -0.55470020
## 5389 52 SORT1 1.1173178 0.015392772 -0.55470020
## 5390 52 CTSB -0.4946410 0.015392772 -0.55470020
## 5391 52 JAM3 -1.3508916 0.015392772 -0.55470020
## 5392 52 TNF -0.5241138 0.015392772 -0.55470020
## 5393 52 BMPR2 0.6590347 0.015392772 -0.55470020
## 5394 52 KIT -1.7946208 0.015392772 -0.55470020
## 5395 52 TIMP2 -1.4731891 0.015392772 -0.55470020
## 5396 52 CD24A 0.8402202 0.015392772 -0.55470020
## 5397 52 CLEC2D 0.7821061 0.015392772 -0.55470020
## 5398 52 AGRN 0.9924072 0.015392772 -0.55470020
## 5399 52 SLCO3A1 -1.2113420 0.015392772 -0.55470020
## 5400 52 FGFBP1 0.2823305 0.015392772 -0.55470020
## 5401 52 LY75 2.8168512 0.015392772 -0.55470020
## 5402 52 CKAP4 -0.5637148 0.015392772 -0.55470020
## 5403 52 TGFBR2 0.9984773 0.015392772 -0.55470020
## 5404 52 H2-Q6 -1.5226946 0.015392772 -0.55470020
## 5405 52 H2-Q7 -0.6636216 0.015392772 -0.55470020
## 5406 52 H2-Q8 -1.0723176 0.015392772 -0.55470020
## 5407 52 GM614 -1.5591947 0.015392772 -0.55470020
## 5408 52 PROM1 2.2468888 0.015392772 -0.55470020
## 5409 52 CDH13 -2.2703880 0.015392772 -0.55470020
## 5410 52 VWF 1.7620703 0.015392772 -0.55470020
## 5411 52 CD55 -1.2585362 0.015392772 -0.55470020
## 5412 52 FREM2 0.8510785 0.015392772 -0.55470020
## 5413 52 LAYN 2.3060945 0.015392772 -0.55470020
## 5414 52 ITGA5 -0.8219463 0.015392772 -0.55470020
## 5415 52 CDON 0.5243444 0.015392772 -0.55470020
## 5416 52 SULF1 -1.8682084 0.015392772 -0.55470020
## 5417 52 AMOT 1.0877881 0.015392772 -0.55470020
## 5418 52 TGFBR3 1.2105366 0.015392772 -0.55470020
## 5419 24 TLN1 -0.3368527 0.014825713 -0.40824829
## 5420 24 ENAH -0.8317531 0.014825713 -0.40824829
## 5421 24 ADORA2A -1.6248646 0.014825713 -0.40824829
## 5422 24 BAIAP2 0.5918840 0.014825713 -0.40824829
## 5423 24 SRA1 0.5567935 0.014825713 -0.40824829
## 5424 24 ABI3 -1.6544555 0.014825713 -0.40824829
## 5425 24 CTNND1 -0.4345541 0.014825713 -0.40824829
## 5426 24 CDH2 1.2832653 0.014825713 -0.40824829
## 5427 24 CYTH3 0.7799272 0.014825713 -0.40824829
## 5428 24 ITSN1 0.4589041 0.014825713 -0.40824829
## 5429 24 CD2AP 0.8355163 0.014825713 -0.40824829
## 5430 24 MCF2L -0.5195414 0.014825713 -0.40824829
## 5431 24 IQGAP1 0.5964467 0.014825713 -0.40824829
## 5432 24 PTK2 -0.6527904 0.014825713 -0.40824829
## 5433 24 NDEL1 -1.4572172 0.014825713 -0.40824829
## 5434 24 INPP5K 0.7417352 0.014825713 -0.40824829
## 5435 24 LAYN 2.3060945 0.014825713 -0.40824829
## 5436 24 ACAP2 -0.3690319 0.014825713 -0.40824829
## 5437 24 AMOT 1.0877881 0.014825713 -0.40824829
## 5438 24 TMOD3 -0.4007371 0.014825713 -0.40824829
## 5439 24 ROBO2 -1.6686921 0.014825713 -0.40824829
## 5440 24 ARAP3 -0.5313069 0.014825713 -0.40824829
## 5441 24 EPS8L2 0.6975885 0.014825713 -0.40824829
## 5442 24 PARVA -0.7543596 0.014825713 -0.40824829
## 5443 114 CDIPT -0.7031981 0.014911017 1.49853730
## 5444 114 PTGS2 3.0743014 0.014911017 1.49853730
## 5445 114 PTGS1 -1.0167608 0.014911017 1.49853730
## 5446 114 TPD52 1.5709770 0.014911017 1.49853730
## 5447 114 SEZ6L2 -1.0876576 0.014911017 1.49853730
## 5448 114 JSRP1 0.2079406 0.014911017 1.49853730
## 5449 114 PLOD1 -1.2735173 0.014911017 1.49853730
## 5450 114 AQP11 3.5743475 0.014911017 1.49853730
## 5451 114 COL4A3BP 1.3971175 0.014911017 1.49853730
## 5452 114 CH25H 2.6691050 0.014911017 1.49853730
## 5453 114 CREB3L1 -0.4889833 0.014911017 1.49853730
## 5454 114 ELOVL7 5.1848686 0.014911017 1.49853730
## 5455 114 ASPH -1.0012558 0.014911017 1.49853730
## 5456 114 CYP1A1 -1.5564060 0.014911017 1.49853730
## 5457 114 UGCG -0.8262644 0.014911017 1.49853730
## 5458 114 CYP2E1 2.4913518 0.014911017 1.49853730
## 5459 114 LPCAT3 1.3580926 0.014911017 1.49853730
## 5460 114 TECR 0.8028654 0.014911017 1.49853730
## 5461 114 POR 0.5795204 0.014911017 1.49853730
## 5462 114 PNPLA6 0.8906838 0.014911017 1.49853730
## 5463 114 NPC1 0.3724211 0.014911017 1.49853730
## 5464 114 SEC61B 0.5897874 0.014911017 1.49853730
## 5465 114 PTRF -0.8990656 0.014911017 1.49853730
## 5466 114 RASGRF2 -2.0588121 0.014911017 1.49853730
## 5467 114 TXNDC5 -0.7142266 0.014911017 1.49853730
## 5468 114 MLEC -0.7417232 0.014911017 1.49853730
## 5469 114 TRAPPC5 0.4068362 0.014911017 1.49853730
## 5470 114 AKAP6 -0.9952386 0.014911017 1.49853730
## 5471 114 TRAPPC4 0.6653407 0.014911017 1.49853730
## 5472 114 TRAPPC1 1.4105906 0.014911017 1.49853730
## 5473 114 EXT1 -1.6926573 0.014911017 1.49853730
## 5474 114 SEC61G -0.5924765 0.014911017 1.49853730
## 5475 114 EXTL3 1.8057934 0.014911017 1.49853730
## 5476 114 CAV1 -0.9567264 0.014911017 1.49853730
## 5477 114 HAX1 0.5695211 0.014911017 1.49853730
## 5478 114 LRBA 0.4892743 0.014911017 1.49853730
## 5479 114 SERINC5 0.5369720 0.014911017 1.49853730
## 5480 114 LPCAT1 -0.7165066 0.014911017 1.49853730
## 5481 114 BCHE 4.3059984 0.014911017 1.49853730
## 5482 114 ZDHHC9 0.9178260 0.014911017 1.49853730
## 5483 114 ARL6IP5 0.8256966 0.014911017 1.49853730
## 5484 114 SEC61A1 0.6563832 0.014911017 1.49853730
## 5485 114 CML1 0.5772010 0.014911017 1.49853730
## 5486 114 CACNA2D1 -0.4306334 0.014911017 1.49853730
## 5487 114 GABARAPL1 0.7144159 0.014911017 1.49853730
## 5488 114 SCD2 1.4493419 0.014911017 1.49853730
## 5489 114 NTF3 -2.4233014 0.014911017 1.49853730
## 5490 114 SEC11C 0.7575280 0.014911017 1.49853730
## 5491 114 CKAP4 -0.5637148 0.014911017 1.49853730
## 5492 114 TPBG 1.0005957 0.014911017 1.49853730
## 5493 114 CYP4B1 -2.4019783 0.014911017 1.49853730
## 5494 114 TGFBR3 1.2105366 0.014911017 1.49853730
## 5495 114 AHCYL1 0.9356601 0.014911017 1.49853730
## 5496 114 0610007P14RIK 1.0188243 0.014911017 1.49853730
## 5497 114 ORMDL1 0.8888386 0.014911017 1.49853730
## 5498 114 SGPP2 3.0386158 0.014911017 1.49853730
## 5499 114 CLSTN1 0.4104121 0.014911017 1.49853730
## 5500 114 CYP2J6 -0.9309146 0.014911017 1.49853730
## 5501 114 DNAJC10 0.5611397 0.014911017 1.49853730
## 5502 114 PDIA6 -0.7527857 0.014911017 1.49853730
## 5503 114 RTN1 -1.5251881 0.014911017 1.49853730
## 5504 114 SC4MOL 0.8632766 0.014911017 1.49853730
## 5505 114 FAR2 4.3342270 0.014911017 1.49853730
## 5506 114 HMOX2 -0.4664666 0.014911017 1.49853730
## 5507 114 TMEM173 -1.3784149 0.014911017 1.49853730
## 5508 114 CYP39A1 1.0527763 0.014911017 1.49853730
## 5509 114 PLCB4 -0.8033203 0.014911017 1.49853730
## 5510 114 FGF3 0.1964655 0.014911017 1.49853730
## 5511 114 IFNGR1 -1.0637833 0.014911017 1.49853730
## 5512 114 DHCR24 0.7846587 0.014911017 1.49853730
## 5513 114 SGK1 -1.4770505 0.014911017 1.49853730
## 5514 114 CNPY2 0.6324566 0.014911017 1.49853730
## 5515 114 LRPAP1 0.3978039 0.014911017 1.49853730
## 5516 114 TRDN -0.2894548 0.014911017 1.49853730
## 5517 114 ERN1 0.7331847 0.014911017 1.49853730
## 5518 114 SORT1 1.1173178 0.014911017 1.49853730
## 5519 114 PRNP 1.0410868 0.014911017 1.49853730
## 5520 114 CLN5 0.4207280 0.014911017 1.49853730
## 5521 114 DEGS2 3.0108475 0.014911017 1.49853730
## 5522 114 CASQ2 -1.1641037 0.014911017 1.49853730
## 5523 114 FKBP2 0.6384026 0.014911017 1.49853730
## 5524 114 CYP51 1.1453600 0.014911017 1.49853730
## 5525 114 MTDH -0.4614407 0.014911017 1.49853730
## 5526 114 PRND -2.6433152 0.014911017 1.49853730
## 5527 114 NR3C2 0.8578552 0.014911017 1.49853730
## 5528 114 EDEM3 0.4424082 0.014911017 1.49853730
## 5529 114 SEC62 0.2119928 0.014911017 1.49853730
## 5530 114 NECAB3 -0.2226489 0.014911017 1.49853730
## 5531 114 FMO4 -0.5052994 0.014911017 1.49853730
## 5532 114 TMED4 0.8893716 0.014911017 1.49853730
## 5533 114 INPP5K 0.7417352 0.014911017 1.49853730
## 5534 114 FMO1 -1.3051784 0.014911017 1.49853730
## 5535 114 BCL2 -0.8192378 0.014911017 1.49853730
## 5536 114 PKD2 -0.6848571 0.014911017 1.49853730
## 5537 114 BCAP29 1.1954921 0.014911017 1.49853730
## 5538 114 PPAP2B -2.5228225 0.014911017 1.49853730
## 5539 114 ACSL3 2.4464795 0.014911017 1.49853730
## 5540 114 ACSL6 0.3600899 0.014911017 1.49853730
## 5541 114 ACSL5 -0.3634335 0.014911017 1.49853730
## 5542 114 TMC6 -0.5222824 0.014911017 1.49853730
## 5543 114 NCEH1 1.0271370 0.014911017 1.49853730
## 5544 114 TMC8 -0.7732169 0.014911017 1.49853730
## 5545 114 CREB3 -0.5832281 0.014911017 1.49853730
## 5546 114 GIMAP8 -0.6218802 0.014911017 1.49853730
## 5547 114 ARMC10 0.6325014 0.014911017 1.49853730
## 5548 114 FADS3 -1.5897039 0.014911017 1.49853730
## 5549 114 ITPR3 0.5506697 0.014911017 1.49853730
## 5550 114 VWF 1.7620703 0.014911017 1.49853730
## 5551 114 PYGM -1.1990651 0.014911017 1.49853730
## 5552 114 GRIA1 0.2265749 0.014911017 1.49853730
## 5553 114 PLN -2.0734027 0.014911017 1.49853730
## 5554 114 SULF1 -1.8682084 0.014911017 1.49853730
## 5555 114 MBOAT1 2.8088778 0.014911017 1.49853730
## 5556 114 RCN1 -1.3482131 0.014911017 1.49853730
## 5557 19 ACTC1 -3.4079863 0.016585966 -2.98240454
## 5558 19 TCAP -0.7520534 0.016585966 -2.98240454
## 5559 19 CRYAB -0.9114836 0.016585966 -2.98240454
## 5560 19 PDLIM3 -0.8876939 0.016585966 -2.98240454
## 5561 19 MYH7 -0.4684236 0.016585966 -2.98240454
## 5562 19 MYH6 -1.6087011 0.016585966 -2.98240454
## 5563 19 TNNI3 -1.5804001 0.016585966 -2.98240454
## 5564 19 TPM2 -1.4312286 0.016585966 -2.98240454
## 5565 19 TTN -0.6633600 0.016585966 -2.98240454
## 5566 19 CSRP3 -0.9135559 0.016585966 -2.98240454
## 5567 19 JUP -1.0516396 0.016585966 -2.98240454
## 5568 19 TNNT2 -4.2969393 0.016585966 -2.98240454
## 5569 19 MURC 1.6012508 0.016585966 -2.98240454
## 5570 19 ABCC9 -0.5831183 0.016585966 -2.98240454
## 5571 19 PGM5 1.9231251 0.016585966 -2.98240454
## 5572 19 SYNE2 -0.8645887 0.016585966 -2.98240454
## 5573 19 ANKRD23 -0.3758442 0.016585966 -2.98240454
## 5574 19 PYGM -1.1990651 0.016585966 -2.98240454
## 5575 19 SYNM 1.8265187 0.016585966 -2.98240454
## 5576 33 ARSB 0.5514100 0.016335956 2.95932015
## 5577 33 FGFR3 -0.4419298 0.016335956 2.95932015
## 5578 33 MYO7A -0.6571930 0.016335956 2.95932015
## 5579 33 LRBA 0.4892743 0.016335956 2.95932015
## 5580 33 VPS33B 0.4778649 0.016335956 2.95932015
## 5581 33 ABCA5 0.6077066 0.016335956 2.95932015
## 5582 33 GLB1 0.8052082 0.016335956 2.95932015
## 5583 33 TPP1 0.2900076 0.016335956 2.95932015
## 5584 33 MT1 2.2178710 0.016335956 2.95932015
## 5585 33 KIF2A 0.5316378 0.016335956 2.95932015
## 5586 33 NOS1 0.4966184 0.016335956 2.95932015
## 5587 33 TMEM9 0.4749819 0.016335956 2.95932015
## 5588 33 GGH 0.4332434 0.016335956 2.95932015
## 5589 33 0610031J06RIK 0.3612191 0.016335956 2.95932015
## 5590 33 LMBRD1 0.6021261 0.016335956 2.95932015
## 5591 33 CD164 0.4820687 0.016335956 2.95932015
## 5592 33 CD63 -1.9954863 0.016335956 2.95932015
## 5593 33 M6PR 0.7364435 0.016335956 2.95932015
## 5594 33 CTSL -0.6333647 0.016335956 2.95932015
## 5595 33 NPC1 0.3724211 0.016335956 2.95932015
## 5596 33 LAMP2 -0.4551722 0.016335956 2.95932015
## 5597 33 GLA 0.6136858 0.016335956 2.95932015
## 5598 33 IGF2R -1.6454388 0.016335956 2.95932015
## 5599 33 SMPD1 1.0195861 0.016335956 2.95932015
## 5600 33 SORT1 1.1173178 0.016335956 2.95932015
## 5601 33 CTSC 3.8618182 0.016335956 2.95932015
## 5602 33 PCYOX1 1.1710483 0.016335956 2.95932015
## 5603 33 CTSB -0.4946410 0.016335956 2.95932015
## 5604 33 CLCN7 0.9289438 0.016335956 2.95932015
## 5605 33 CTSH 3.4721567 0.016335956 2.95932015
## 5606 33 SLC15A3 -0.5291812 0.016335956 2.95932015
## 5607 33 CLN5 0.4207280 0.016335956 2.95932015
## 5608 33 CTSF 0.5596382 0.016335956 2.95932015
## 5609 7 LAMA2 -0.4230971 0.017098666 -0.37796447
## 5610 7 LAMA4 -1.2846680 0.017098666 -0.37796447
## 5611 7 ANG 1.7859395 0.017098666 -0.37796447
## 5612 7 HSPG2 -1.8536889 0.017098666 -0.37796447
## 5613 7 LAMC1 -0.9131959 0.017098666 -0.37796447
## 5614 7 AGRN 0.9924072 0.017098666 -0.37796447
## 5615 7 ENTPD1 0.8515158 0.017098666 -0.37796447
## 5616 33 ARSB 0.5514100 0.016765759 2.95932015
## 5617 33 FGFR3 -0.4419298 0.016765759 2.95932015
## 5618 33 MYO7A -0.6571930 0.016765759 2.95932015
## 5619 33 LRBA 0.4892743 0.016765759 2.95932015
## 5620 33 VPS33B 0.4778649 0.016765759 2.95932015
## 5621 33 ABCA5 0.6077066 0.016765759 2.95932015
## 5622 33 GLB1 0.8052082 0.016765759 2.95932015
## 5623 33 TPP1 0.2900076 0.016765759 2.95932015
## 5624 33 MT1 2.2178710 0.016765759 2.95932015
## 5625 33 KIF2A 0.5316378 0.016765759 2.95932015
## 5626 33 NOS1 0.4966184 0.016765759 2.95932015
## 5627 33 TMEM9 0.4749819 0.016765759 2.95932015
## 5628 33 GGH 0.4332434 0.016765759 2.95932015
## 5629 33 0610031J06RIK 0.3612191 0.016765759 2.95932015
## 5630 33 LMBRD1 0.6021261 0.016765759 2.95932015
## 5631 33 CD164 0.4820687 0.016765759 2.95932015
## 5632 33 CD63 -1.9954863 0.016765759 2.95932015
## 5633 33 M6PR 0.7364435 0.016765759 2.95932015
## 5634 33 CTSL -0.6333647 0.016765759 2.95932015
## 5635 33 NPC1 0.3724211 0.016765759 2.95932015
## 5636 33 LAMP2 -0.4551722 0.016765759 2.95932015
## 5637 33 GLA 0.6136858 0.016765759 2.95932015
## 5638 33 IGF2R -1.6454388 0.016765759 2.95932015
## 5639 33 SMPD1 1.0195861 0.016765759 2.95932015
## 5640 33 SORT1 1.1173178 0.016765759 2.95932015
## 5641 33 CTSC 3.8618182 0.016765759 2.95932015
## 5642 33 PCYOX1 1.1710483 0.016765759 2.95932015
## 5643 33 CTSB -0.4946410 0.016765759 2.95932015
## 5644 33 CLCN7 0.9289438 0.016765759 2.95932015
## 5645 33 CTSH 3.4721567 0.016765759 2.95932015
## 5646 33 SLC15A3 -0.5291812 0.016765759 2.95932015
## 5647 33 CLN5 0.4207280 0.016765759 2.95932015
## 5648 33 CTSF 0.5596382 0.016765759 2.95932015
## 5649 70 GNA13 0.3711599 0.017116189 -0.23904572
## 5650 70 PTGS2 3.0743014 0.017116189 -0.23904572
## 5651 70 PTGS1 -1.0167608 0.017116189 -0.23904572
## 5652 70 CYP2J6 -0.9309146 0.017116189 -0.23904572
## 5653 70 MYLIP -0.9352888 0.017116189 -0.23904572
## 5654 70 SPRY4 -1.3402904 0.017116189 -0.23904572
## 5655 70 MAGED1 0.9304536 0.017116189 -0.23904572
## 5656 70 ARHGAP21 -0.4753129 0.017116189 -0.23904572
## 5657 70 FRMD5 2.6674511 0.017116189 -0.23904572
## 5658 70 DMXL2 0.4025114 0.017116189 -0.23904572
## 5659 70 CYP39A1 1.0527763 0.017116189 -0.23904572
## 5660 70 APOE 0.8698346 0.017116189 -0.23904572
## 5661 70 MAPKAP1 0.5273520 0.017116189 -0.23904572
## 5662 70 GOPC -1.1451475 0.017116189 -0.23904572
## 5663 70 SPRED1 -1.0401939 0.017116189 -0.23904572
## 5664 70 MSN -0.3354085 0.017116189 -0.23904572
## 5665 70 RAPGEF3 -0.7736624 0.017116189 -0.23904572
## 5666 70 GNG5 0.5096927 0.017116189 -0.23904572
## 5667 70 GNG7 0.5588479 0.017116189 -0.23904572
## 5668 70 INADL 0.3447180 0.017116189 -0.23904572
## 5669 70 MAGI1 -1.2213891 0.017116189 -0.23904572
## 5670 70 CYP1A1 -1.5564060 0.017116189 -0.23904572
## 5671 70 BAIAP2 0.5918840 0.017116189 -0.23904572
## 5672 70 FLOT2 -0.5226118 0.017116189 -0.23904572
## 5673 70 MFGE8 -1.4562858 0.017116189 -0.23904572
## 5674 70 MPP7 0.8770310 0.017116189 -0.23904572
## 5675 70 CYP2E1 2.4913518 0.017116189 -0.23904572
## 5676 70 SLC9A3R1 0.6445308 0.017116189 -0.23904572
## 5677 70 POR 0.5795204 0.017116189 -0.23904572
## 5678 70 FARP1 0.4665632 0.017116189 -0.23904572
## 5679 70 PRKCB 2.0486665 0.017116189 -0.23904572
## 5680 70 JUP -1.0516396 0.017116189 -0.23904572
## 5681 70 RASGRF2 -2.0588121 0.017116189 -0.23904572
## 5682 70 STXBP6 0.8496854 0.017116189 -0.23904572
## 5683 70 STXBP5 -0.6296915 0.017116189 -0.23904572
## 5684 70 UNC13C 0.5117994 0.017116189 -0.23904572
## 5685 70 MAP3K12 -0.5351272 0.017116189 -0.23904572
## 5686 70 EPN1 -0.3218495 0.017116189 -0.23904572
## 5687 70 GRB14 2.5557760 0.017116189 -0.23904572
## 5688 70 FKBP2 0.6384026 0.017116189 -0.23904572
## 5689 70 ASAP2 -1.5758740 0.017116189 -0.23904572
## 5690 70 NR3C2 0.8578552 0.017116189 -0.23904572
## 5691 70 MAP4K2 0.4707371 0.017116189 -0.23904572
## 5692 70 EEA1 -0.3566612 0.017116189 -0.23904572
## 5693 70 CCDC91 1.0940146 0.017116189 -0.23904572
## 5694 70 RFFL -0.3729210 0.017116189 -0.23904572
## 5695 70 DUSP18 0.5473194 0.017116189 -0.23904572
## 5696 70 CDC42EP2 -1.3816811 0.017116189 -0.23904572
## 5697 70 PLIN2 -0.6068227 0.017116189 -0.23904572
## 5698 70 NUMB -0.8725376 0.017116189 -0.23904572
## 5699 70 EHD1 -1.2720353 0.017116189 -0.23904572
## 5700 70 FGFBP1 0.2823305 0.017116189 -0.23904572
## 5701 70 EHD2 -1.5730829 0.017116189 -0.23904572
## 5702 70 ASPSCR1 0.4158936 0.017116189 -0.23904572
## 5703 70 NOS1 0.4966184 0.017116189 -0.23904572
## 5704 70 GAS2 -1.4579579 0.017116189 -0.23904572
## 5705 70 GNAT3 -0.6986170 0.017116189 -0.23904572
## 5706 70 CYP4B1 -2.4019783 0.017116189 -0.23904572
## 5707 70 GNGT2 -1.4393956 0.017116189 -0.23904572
## 5708 70 GNG10 -0.4197443 0.017116189 -0.23904572
## 5709 70 TSC2 0.4849051 0.017116189 -0.23904572
## 5710 70 EPB4.1L4A -0.9781978 0.017116189 -0.23904572
## 5711 70 JAK1 -0.8779357 0.017116189 -0.23904572
## 5712 70 CHN2 1.9067284 0.017116189 -0.23904572
## 5713 70 PON2 0.9356238 0.017116189 -0.23904572
## 5714 70 SYTL2 0.7820970 0.017116189 -0.23904572
## 5715 70 VPS28 0.4834162 0.017116189 -0.23904572
## 5716 70 ARAP3 -0.5313069 0.017116189 -0.23904572
## 5717 70 ARAP1 -0.3623889 0.017116189 -0.23904572
## 5718 70 PLEKHA2 -0.6398823 0.017116189 -0.23904572
## 5719 21 ACTC1 -3.4079863 0.017983190 -3.27326835
## 5720 21 MYL2 -4.4515265 0.017983190 -3.27326835
## 5721 21 TCAP -0.7520534 0.017983190 -3.27326835
## 5722 21 CRYAB -0.9114836 0.017983190 -3.27326835
## 5723 21 PDLIM3 -0.8876939 0.017983190 -3.27326835
## 5724 21 MYH7 -0.4684236 0.017983190 -3.27326835
## 5725 21 MYH6 -1.6087011 0.017983190 -3.27326835
## 5726 21 TNNI3 -1.5804001 0.017983190 -3.27326835
## 5727 21 TPM2 -1.4312286 0.017983190 -3.27326835
## 5728 21 TTN -0.6633600 0.017983190 -3.27326835
## 5729 21 CSRP3 -0.9135559 0.017983190 -3.27326835
## 5730 21 JUP -1.0516396 0.017983190 -3.27326835
## 5731 21 TNNT2 -4.2969393 0.017983190 -3.27326835
## 5732 21 MURC 1.6012508 0.017983190 -3.27326835
## 5733 21 ABCC9 -0.5831183 0.017983190 -3.27326835
## 5734 21 PGM5 1.9231251 0.017983190 -3.27326835
## 5735 21 SYNE2 -0.8645887 0.017983190 -3.27326835
## 5736 21 ANKRD23 -0.3758442 0.017983190 -3.27326835
## 5737 21 PYGM -1.1990651 0.017983190 -3.27326835
## 5738 21 KCNJ8 -0.6850658 0.017983190 -3.27326835
## 5739 21 SYNM 1.8265187 0.017983190 -3.27326835
## 5740 145 ENAH -0.8317531 0.019155060 0.08304548
## 5741 145 UTRN 0.6515582 0.019155060 0.08304548
## 5742 145 PDLIM3 -0.8876939 0.019155060 0.08304548
## 5743 145 PDLIM1 -3.7528403 0.019155060 0.08304548
## 5744 145 MYLIP -0.9352888 0.019155060 0.08304548
## 5745 145 TTN -0.6633600 0.019155060 0.08304548
## 5746 145 CD2AP 0.8355163 0.019155060 0.08304548
## 5747 145 CEP70 0.8939648 0.019155060 0.08304548
## 5748 145 KIF13A -0.8553233 0.019155060 0.08304548
## 5749 145 CTTNBP2 0.4650256 0.019155060 0.08304548
## 5750 145 CDH23 -1.1805802 0.019155060 0.08304548
## 5751 145 MPDZ -1.2718824 0.019155060 0.08304548
## 5752 145 ENC1 1.1255786 0.019155060 0.08304548
## 5753 145 RAI14 1.0156126 0.019155060 0.08304548
## 5754 145 MYH7 -0.4684236 0.019155060 0.08304548
## 5755 145 MYH6 -1.6087011 0.019155060 0.08304548
## 5756 145 PLK1S1 0.8357126 0.019155060 0.08304548
## 5757 145 DCTN4 0.3679949 0.019155060 0.08304548
## 5758 145 BICD2 -0.6843096 0.019155060 0.08304548
## 5759 145 FARP1 0.4665632 0.019155060 0.08304548
## 5760 145 TACC2 -0.7724021 0.019155060 0.08304548
## 5761 145 TNNT2 -4.2969393 0.019155060 0.08304548
## 5762 145 JUP -1.0516396 0.019155060 0.08304548
## 5763 145 NDEL1 -1.4572172 0.019155060 0.08304548
## 5764 145 NAV1 -0.3825694 0.019155060 0.08304548
## 5765 145 LCA5 -0.6816800 0.019155060 0.08304548
## 5766 145 SPAG5 -0.5861875 0.019155060 0.08304548
## 5767 145 BIN3 0.9776872 0.019155060 0.08304548
## 5768 145 PDCD6IP -0.3779510 0.019155060 0.08304548
## 5769 145 STMN1 0.8169131 0.019155060 0.08304548
## 5770 145 TGFB1I1 -0.9829797 0.019155060 0.08304548
## 5771 145 MYO18A -0.9866570 0.019155060 0.08304548
## 5772 145 DST -0.9919195 0.019155060 0.08304548
## 5773 145 DBN1 -0.3198132 0.019155060 0.08304548
## 5774 145 BBS4 0.7917331 0.019155060 0.08304548
## 5775 145 CGNL1 1.4352262 0.019155060 0.08304548
## 5776 145 MYL2 -4.4515265 0.019155060 0.08304548
## 5777 145 MYL3 -2.0417802 0.019155060 0.08304548
## 5778 145 ADORA2A -1.6248646 0.019155060 0.08304548
## 5779 145 NEDD9 -0.6632265 0.019155060 0.08304548
## 5780 145 CDC42SE1 0.6811924 0.019155060 0.08304548
## 5781 145 MYO9B -0.4576615 0.019155060 0.08304548
## 5782 145 TTC8 0.5018888 0.019155060 0.08304548
## 5783 145 PIN4 0.3965041 0.019155060 0.08304548
## 5784 145 CDC42EP2 -1.3816811 0.019155060 0.08304548
## 5785 145 PTK2 -0.6527904 0.019155060 0.08304548
## 5786 145 PROCR 0.5365810 0.019155060 0.08304548
## 5787 145 MACF1 0.6852201 0.019155060 0.08304548
## 5788 145 CEP170 -0.4643790 0.019155060 0.08304548
## 5789 145 ARL6IP5 0.8256966 0.019155060 0.08304548
## 5790 145 FGD6 0.8087772 0.019155060 0.08304548
## 5791 145 GABARAPL1 0.7144159 0.019155060 0.08304548
## 5792 145 NIN -0.3247442 0.019155060 0.08304548
## 5793 145 CKAP5 0.4651871 0.019155060 0.08304548
## 5794 145 MYLPF 1.0616846 0.019155060 0.08304548
## 5795 145 ALMS1 0.5198716 0.019155060 0.08304548
## 5796 145 GAS2 -1.4579579 0.019155060 0.08304548
## 5797 145 MYL12B 0.2076979 0.019155060 0.08304548
## 5798 145 CSRP3 -0.9135559 0.019155060 0.08304548
## 5799 145 SHANK3 -0.9320666 0.019155060 0.08304548
## 5800 145 CORO1C -0.6524356 0.019155060 0.08304548
## 5801 145 MYO10 -0.6895434 0.019155060 0.08304548
## 5802 145 EPS8 1.1645216 0.019155060 0.08304548
## 5803 145 TMOD3 -0.4007371 0.019155060 0.08304548
## 5804 145 EPB4.1L4A -0.9781978 0.019155060 0.08304548
## 5805 145 MARCKS -1.6329781 0.019155060 0.08304548
## 5806 145 ABL2 0.5324753 0.019155060 0.08304548
## 5807 145 GYPC -0.8129031 0.019155060 0.08304548
## 5808 145 TLN1 -0.3368527 0.019155060 0.08304548
## 5809 145 CDC14A 1.5141344 0.019155060 0.08304548
## 5810 145 WASF3 0.2794549 0.019155060 0.08304548
## 5811 145 MLPH 0.3636092 0.019155060 0.08304548
## 5812 145 MYO7A -0.6571930 0.019155060 0.08304548
## 5813 145 ARL2BP 1.5949739 0.019155060 0.08304548
## 5814 145 ARHGAP21 -0.4753129 0.019155060 0.08304548
## 5815 145 FRMD5 2.6674511 0.019155060 0.08304548
## 5816 145 PLCB4 -0.8033203 0.019155060 0.08304548
## 5817 145 MAP1LC3A 0.4712059 0.019155060 0.08304548
## 5818 145 GOPC -1.1451475 0.019155060 0.08304548
## 5819 145 MICAL1 0.3486104 0.019155060 0.08304548
## 5820 145 ZYX -1.0582733 0.019155060 0.08304548
## 5821 145 NOS2 -0.7167468 0.019155060 0.08304548
## 5822 145 MSN -0.3354085 0.019155060 0.08304548
## 5823 145 DLG2 -0.8407200 0.019155060 0.08304548
## 5824 145 IFNGR1 -1.0637833 0.019155060 0.08304548
## 5825 145 KIF2A 0.5316378 0.019155060 0.08304548
## 5826 145 DYNC1I1 0.2480470 0.019155060 0.08304548
## 5827 145 SH3PXD2A -0.7520401 0.019155060 0.08304548
## 5828 145 ADAM10 0.4370403 0.019155060 0.08304548
## 5829 145 IFLTD1 1.1248690 0.019155060 0.08304548
## 5830 145 MICAL2 -1.1802852 0.019155060 0.08304548
## 5831 145 VIL1 1.3599698 0.019155060 0.08304548
## 5832 145 TBCE 0.6418041 0.019155060 0.08304548
## 5833 145 NEXN -2.7307544 0.019155060 0.08304548
## 5834 145 EML6 0.4184888 0.019155060 0.08304548
## 5835 145 FLNA -0.6730172 0.019155060 0.08304548
## 5836 145 ARL3 0.4874493 0.019155060 0.08304548
## 5837 145 EML2 0.3442534 0.019155060 0.08304548
## 5838 145 STOM 0.6593231 0.019155060 0.08304548
## 5839 145 MYRIP 0.7350114 0.019155060 0.08304548
## 5840 145 SASS6 0.7649492 0.019155060 0.08304548
## 5841 145 MAST2 0.3355945 0.019155060 0.08304548
## 5842 145 SMTN -0.5571369 0.019155060 0.08304548
## 5843 145 TBCB 0.4394109 0.019155060 0.08304548
## 5844 145 PLEKHH2 1.4695255 0.019155060 0.08304548
## 5845 145 FRMD4A -0.8101589 0.019155060 0.08304548
## 5846 145 FRMD4B 0.7903496 0.019155060 0.08304548
## 5847 145 SEMA4C -0.5716982 0.019155060 0.08304548
## 5848 145 SGCE -1.5005806 0.019155060 0.08304548
## 5849 145 MAPRE3 0.6206237 0.019155060 0.08304548
## 5850 145 PARVB 1.1023674 0.019155060 0.08304548
## 5851 145 FHOD1 -0.5541577 0.019155060 0.08304548
## 5852 145 SGCB -1.2201619 0.019155060 0.08304548
## 5853 145 PARVA -0.7543596 0.019155060 0.08304548
## 5854 145 SHROOM1 1.6359607 0.019155060 0.08304548
## 5855 145 PARD3 1.7035204 0.019155060 0.08304548
## 5856 145 SHROOM2 0.6032635 0.019155060 0.08304548
## 5857 145 CALD1 -1.5895592 0.019155060 0.08304548
## 5858 145 HAUS1 1.2257757 0.019155060 0.08304548
## 5859 145 CETN3 0.3482974 0.019155060 0.08304548
## 5860 145 CETN2 0.8485781 0.019155060 0.08304548
## 5861 145 IVNS1ABP 0.7935873 0.019155060 0.08304548
## 5862 145 TPM2 -1.4312286 0.019155060 0.08304548
## 5863 145 KRT5 0.3140628 0.019155060 0.08304548
## 5864 145 SOS1 0.6901445 0.019155060 0.08304548
## 5865 145 KIF4 -0.6865814 0.019155060 0.08304548
## 5866 145 PKD2 -0.6848571 0.019155060 0.08304548
## 5867 145 ODF2 -0.4835250 0.019155060 0.08304548
## 5868 145 IPP 1.1727172 0.019155060 0.08304548
## 5869 145 ACTC1 -3.4079863 0.019155060 0.08304548
## 5870 145 NOS1 0.4966184 0.019155060 0.08304548
## 5871 145 LRRC49 1.0060913 0.019155060 0.08304548
## 5872 145 CABYR 0.7507259 0.019155060 0.08304548
## 5873 145 RPS6KA1 0.5728985 0.019155060 0.08304548
## 5874 145 GRIA1 0.2265749 0.019155060 0.08304548
## 5875 145 RPS6KA2 -1.6764208 0.019155060 0.08304548
## 5876 145 IFT57 0.5874246 0.019155060 0.08304548
## 5877 145 CEP68 0.5854855 0.019155060 0.08304548
## 5878 145 JAK1 -0.8779357 0.019155060 0.08304548
## 5879 145 AMOT 1.0877881 0.019155060 0.08304548
## 5880 145 SYNM 1.8265187 0.019155060 0.08304548
## 5881 145 ARAP3 -0.5313069 0.019155060 0.08304548
## 5882 145 CALM2 -0.2896489 0.019155060 0.08304548
## 5883 145 ACTR10 0.4502580 0.019155060 0.08304548
## 5884 145 DNM2 0.3509938 0.019155060 0.08304548
## 5885 18 CGNL1 1.4352262 0.019243626 0.94280904
## 5886 18 INADL 0.3447180 0.019243626 0.94280904
## 5887 18 SHROOM2 0.6032635 0.019243626 0.94280904
## 5888 18 PARD3 1.7035204 0.019243626 0.94280904
## 5889 18 MTDH -0.4614407 0.019243626 0.94280904
## 5890 18 OCLN 4.6990665 0.019243626 0.94280904
## 5891 18 MAGI1 -1.2213891 0.019243626 0.94280904
## 5892 18 MPDZ -1.2718824 0.019243626 0.94280904
## 5893 18 CLDN6 0.5868790 0.019243626 0.94280904
## 5894 18 CLDN5 1.5291096 0.019243626 0.94280904
## 5895 18 MPP7 0.8770310 0.019243626 0.94280904
## 5896 18 AMOTL1 -0.7736098 0.019243626 0.94280904
## 5897 18 AMOTL2 -0.8098481 0.019243626 0.94280904
## 5898 18 CDH5 -0.5147797 0.019243626 0.94280904
## 5899 18 CLDN15 -0.6738799 0.019243626 0.94280904
## 5900 18 IGSF5 1.3725783 0.019243626 0.94280904
## 5901 18 MARVELD2 1.2573794 0.019243626 0.94280904
## 5902 18 AMOT 1.0877881 0.019243626 0.94280904
## 5903 18 CGNL1 1.4352262 0.019243626 0.94280904
## 5904 18 INADL 0.3447180 0.019243626 0.94280904
## 5905 18 SHROOM2 0.6032635 0.019243626 0.94280904
## 5906 18 PARD3 1.7035204 0.019243626 0.94280904
## 5907 18 MTDH -0.4614407 0.019243626 0.94280904
## 5908 18 OCLN 4.6990665 0.019243626 0.94280904
## 5909 18 MAGI1 -1.2213891 0.019243626 0.94280904
## 5910 18 MPDZ -1.2718824 0.019243626 0.94280904
## 5911 18 CLDN6 0.5868790 0.019243626 0.94280904
## 5912 18 CLDN5 1.5291096 0.019243626 0.94280904
## 5913 18 MPP7 0.8770310 0.019243626 0.94280904
## 5914 18 AMOTL1 -0.7736098 0.019243626 0.94280904
## 5915 18 AMOTL2 -0.8098481 0.019243626 0.94280904
## 5916 18 CDH5 -0.5147797 0.019243626 0.94280904
## 5917 18 CLDN15 -0.6738799 0.019243626 0.94280904
## 5918 18 IGSF5 1.3725783 0.019243626 0.94280904
## 5919 18 MARVELD2 1.2573794 0.019243626 0.94280904
## 5920 18 AMOT 1.0877881 0.019243626 0.94280904
## 5921 74 GNPTG 0.4475668 0.019614601 0.69748583
## 5922 74 PTGS2 3.0743014 0.019614601 0.69748583
## 5923 74 CYP2J6 -0.9309146 0.019614601 0.69748583
## 5924 74 PTGS1 -1.0167608 0.019614601 0.69748583
## 5925 74 ITSN1 0.4589041 0.019614601 0.69748583
## 5926 74 ASAH2 -1.4975050 0.019614601 0.69748583
## 5927 74 HMOX2 -0.4664666 0.019614601 0.69748583
## 5928 74 CTTNBP2 0.4650256 0.019614601 0.69748583
## 5929 74 CYP39A1 1.0527763 0.019614601 0.69748583
## 5930 74 PLCB4 -0.8033203 0.019614601 0.69748583
## 5931 74 PTGES 1.1106779 0.019614601 0.69748583
## 5932 74 GOPC -1.1451475 0.019614601 0.69748583
## 5933 74 RECK 3.6926860 0.019614601 0.69748583
## 5934 74 STX2 -1.4672858 0.019614601 0.69748583
## 5935 74 CYP1A1 -1.5564060 0.019614601 0.69748583
## 5936 74 MPDZ -1.2718824 0.019614601 0.69748583
## 5937 74 FLOT2 -0.5226118 0.019614601 0.69748583
## 5938 74 SCN2A1 0.3935116 0.019614601 0.69748583
## 5939 74 CYP2E1 2.4913518 0.019614601 0.69748583
## 5940 74 CLIC1 -0.5963828 0.019614601 0.69748583
## 5941 74 CYB5B 1.0679666 0.019614601 0.69748583
## 5942 74 POR 0.5795204 0.019614601 0.69748583
## 5943 74 PNPLA6 0.8906838 0.019614601 0.69748583
## 5944 74 CD38 -1.4982516 0.019614601 0.69748583
## 5945 74 PLCE1 -0.5838718 0.019614601 0.69748583
## 5946 74 LYNX1 1.0066724 0.019614601 0.69748583
## 5947 74 PTRF -0.8990656 0.019614601 0.69748583
## 5948 74 IGF2R -1.6454388 0.019614601 0.69748583
## 5949 74 SORT1 1.1173178 0.019614601 0.69748583
## 5950 74 H2-KE6 0.5847254 0.019614601 0.69748583
## 5951 74 VAMP1 0.5729027 0.019614601 0.69748583
## 5952 74 CYP51 1.1453600 0.019614601 0.69748583
## 5953 74 CAV1 -0.9567264 0.019614601 0.69748583
## 5954 74 ADORA2A -1.6248646 0.019614601 0.69748583
## 5955 74 CALD1 -1.5895592 0.019614601 0.69748583
## 5956 74 CTNND1 -0.4345541 0.019614601 0.69748583
## 5957 74 ITGB1 -0.3208476 0.019614601 0.69748583
## 5958 74 CD24A 0.8402202 0.019614601 0.69748583
## 5959 74 FMO4 -0.5052994 0.019614601 0.69748583
## 5960 74 SLCO1A4 6.6453875 0.019614601 0.69748583
## 5961 74 INPP5K 0.7417352 0.019614601 0.69748583
## 5962 74 FMO1 -1.3051784 0.019614601 0.69748583
## 5963 74 RASGRP4 0.4342518 0.019614601 0.69748583
## 5964 74 BCL2 -0.8192378 0.019614601 0.69748583
## 5965 74 TMED10 0.2524694 0.019614601 0.69748583
## 5966 74 PPAP2A -1.1172784 0.019614601 0.69748583
## 5967 74 ACSL3 2.4464795 0.019614601 0.69748583
## 5968 74 EHD2 -1.5730829 0.019614601 0.69748583
## 5969 74 INPP5A -0.8953969 0.019614601 0.69748583
## 5970 74 ACSL6 0.3600899 0.019614601 0.69748583
## 5971 74 ACSL5 -0.3634335 0.019614601 0.69748583
## 5972 74 ASPSCR1 0.4158936 0.019614601 0.69748583
## 5973 74 NCEH1 1.0271370 0.019614601 0.69748583
## 5974 74 A4GALT 1.9493143 0.019614601 0.69748583
## 5975 74 SEC11C 0.7575280 0.019614601 0.69748583
## 5976 74 SLC12A2 -1.4221903 0.019614601 0.69748583
## 5977 74 ATP1A1 0.6178691 0.019614601 0.69748583
## 5978 74 SNAPIN 0.7468065 0.019614601 0.69748583
## 5979 74 ITGA3 0.6590656 0.019614601 0.69748583
## 5980 74 ITPR3 0.5506697 0.019614601 0.69748583
## 5981 74 SAMD4 -0.7848970 0.019614601 0.69748583
## 5982 74 CPT1A 0.9598796 0.019614601 0.69748583
## 5983 74 CYP4B1 -2.4019783 0.019614601 0.69748583
## 5984 74 LAMP2 -0.4551722 0.019614601 0.69748583
## 5985 74 EPS8 1.1645216 0.019614601 0.69748583
## 5986 74 ITGA5 -0.8219463 0.019614601 0.69748583
## 5987 74 KCNJ8 -0.6850658 0.019614601 0.69748583
## 5988 74 GRIA1 0.2265749 0.019614601 0.69748583
## 5989 74 ULK1 0.4108861 0.019614601 0.69748583
## 5990 74 ABCC4 1.9315770 0.019614601 0.69748583
## 5991 74 CHN2 1.9067284 0.019614601 0.69748583
## 5992 74 SYNM 1.8265187 0.019614601 0.69748583
## 5993 74 SYTL2 0.7820970 0.019614601 0.69748583
## 5994 74 ABCC5 -0.8480902 0.019614601 0.69748583
## 5995 76 GNPTG 0.4475668 0.020506322 0.45883147
## 5996 76 PTGS2 3.0743014 0.020506322 0.45883147
## 5997 76 CYP2J6 -0.9309146 0.020506322 0.45883147
## 5998 76 PTGS1 -1.0167608 0.020506322 0.45883147
## 5999 76 ITSN1 0.4589041 0.020506322 0.45883147
## 6000 76 ASAH2 -1.4975050 0.020506322 0.45883147
## 6001 76 HMOX2 -0.4664666 0.020506322 0.45883147
## 6002 76 CTTNBP2 0.4650256 0.020506322 0.45883147
## 6003 76 CYP39A1 1.0527763 0.020506322 0.45883147
## 6004 76 PLCB4 -0.8033203 0.020506322 0.45883147
## 6005 76 PTGES 1.1106779 0.020506322 0.45883147
## 6006 76 GOPC -1.1451475 0.020506322 0.45883147
## 6007 76 RECK 3.6926860 0.020506322 0.45883147
## 6008 76 STX2 -1.4672858 0.020506322 0.45883147
## 6009 76 CYP1A1 -1.5564060 0.020506322 0.45883147
## 6010 76 CRYAB -0.9114836 0.020506322 0.45883147
## 6011 76 CCDC88C -0.8672074 0.020506322 0.45883147
## 6012 76 MPDZ -1.2718824 0.020506322 0.45883147
## 6013 76 FLOT2 -0.5226118 0.020506322 0.45883147
## 6014 76 SCN2A1 0.3935116 0.020506322 0.45883147
## 6015 76 CYP2E1 2.4913518 0.020506322 0.45883147
## 6016 76 CLIC1 -0.5963828 0.020506322 0.45883147
## 6017 76 CYB5B 1.0679666 0.020506322 0.45883147
## 6018 76 POR 0.5795204 0.020506322 0.45883147
## 6019 76 PNPLA6 0.8906838 0.020506322 0.45883147
## 6020 76 CD38 -1.4982516 0.020506322 0.45883147
## 6021 76 PLCE1 -0.5838718 0.020506322 0.45883147
## 6022 76 LYNX1 1.0066724 0.020506322 0.45883147
## 6023 76 PTRF -0.8990656 0.020506322 0.45883147
## 6024 76 IGF2R -1.6454388 0.020506322 0.45883147
## 6025 76 SORT1 1.1173178 0.020506322 0.45883147
## 6026 76 H2-KE6 0.5847254 0.020506322 0.45883147
## 6027 76 VAMP1 0.5729027 0.020506322 0.45883147
## 6028 76 CYP51 1.1453600 0.020506322 0.45883147
## 6029 76 CAV1 -0.9567264 0.020506322 0.45883147
## 6030 76 ADORA2A -1.6248646 0.020506322 0.45883147
## 6031 76 CALD1 -1.5895592 0.020506322 0.45883147
## 6032 76 CTNND1 -0.4345541 0.020506322 0.45883147
## 6033 76 CD24A 0.8402202 0.020506322 0.45883147
## 6034 76 ITGB1 -0.3208476 0.020506322 0.45883147
## 6035 76 FMO4 -0.5052994 0.020506322 0.45883147
## 6036 76 SLCO1A4 6.6453875 0.020506322 0.45883147
## 6037 76 INPP5K 0.7417352 0.020506322 0.45883147
## 6038 76 FMO1 -1.3051784 0.020506322 0.45883147
## 6039 76 RASGRP4 0.4342518 0.020506322 0.45883147
## 6040 76 BCL2 -0.8192378 0.020506322 0.45883147
## 6041 76 TMED10 0.2524694 0.020506322 0.45883147
## 6042 76 PPAP2A -1.1172784 0.020506322 0.45883147
## 6043 76 ACSL3 2.4464795 0.020506322 0.45883147
## 6044 76 EHD2 -1.5730829 0.020506322 0.45883147
## 6045 76 INPP5A -0.8953969 0.020506322 0.45883147
## 6046 76 ACSL6 0.3600899 0.020506322 0.45883147
## 6047 76 ACSL5 -0.3634335 0.020506322 0.45883147
## 6048 76 ASPSCR1 0.4158936 0.020506322 0.45883147
## 6049 76 NCEH1 1.0271370 0.020506322 0.45883147
## 6050 76 A4GALT 1.9493143 0.020506322 0.45883147
## 6051 76 SEC11C 0.7575280 0.020506322 0.45883147
## 6052 76 SLC12A2 -1.4221903 0.020506322 0.45883147
## 6053 76 ATP1A1 0.6178691 0.020506322 0.45883147
## 6054 76 SNAPIN 0.7468065 0.020506322 0.45883147
## 6055 76 ITGA3 0.6590656 0.020506322 0.45883147
## 6056 76 ITPR3 0.5506697 0.020506322 0.45883147
## 6057 76 SAMD4 -0.7848970 0.020506322 0.45883147
## 6058 76 CPT1A 0.9598796 0.020506322 0.45883147
## 6059 76 CYP4B1 -2.4019783 0.020506322 0.45883147
## 6060 76 LAMP2 -0.4551722 0.020506322 0.45883147
## 6061 76 EPS8 1.1645216 0.020506322 0.45883147
## 6062 76 ITGA5 -0.8219463 0.020506322 0.45883147
## 6063 76 KCNJ8 -0.6850658 0.020506322 0.45883147
## 6064 76 GRIA1 0.2265749 0.020506322 0.45883147
## 6065 76 ULK1 0.4108861 0.020506322 0.45883147
## 6066 76 ABCC4 1.9315770 0.020506322 0.45883147
## 6067 76 CHN2 1.9067284 0.020506322 0.45883147
## 6068 76 SYNM 1.8265187 0.020506322 0.45883147
## 6069 76 SYTL2 0.7820970 0.020506322 0.45883147
## 6070 76 ABCC5 -0.8480902 0.020506322 0.45883147
## 6071 94 GNPTG 0.4475668 0.021291836 1.85655824
## 6072 94 STEAP4 -1.0645719 0.021291836 1.85655824
## 6073 94 CDIPT -0.7031981 0.021291836 1.85655824
## 6074 94 SGMS2 3.3169163 0.021291836 1.85655824
## 6075 94 CLSTN1 0.4104121 0.021291836 1.85655824
## 6076 94 AP3S1 0.6441039 0.021291836 1.85655824
## 6077 94 IL17RD 0.8236271 0.021291836 1.85655824
## 6078 94 ARHGAP21 -0.4753129 0.021291836 1.85655824
## 6079 94 ST6GALNAC4 -0.8250348 0.021291836 1.85655824
## 6080 94 PICALM -0.5427484 0.021291836 1.85655824
## 6081 94 APOE 0.8698346 0.021291836 1.85655824
## 6082 94 PACSIN2 -0.4208403 0.021291836 1.85655824
## 6083 94 COL4A3BP 1.3971175 0.021291836 1.85655824
## 6084 94 CHST11 0.4878666 0.021291836 1.85655824
## 6085 94 ST3GAL6 1.3473005 0.021291836 1.85655824
## 6086 94 GOPC -1.1451475 0.021291836 1.85655824
## 6087 94 RAB6B -0.6097520 0.021291836 1.85655824
## 6088 94 CHST15 -0.8654661 0.021291836 1.85655824
## 6089 94 MTUS1 1.1123813 0.021291836 1.85655824
## 6090 94 FGF3 0.1964655 0.021291836 1.85655824
## 6091 94 GGTA1 -1.1481923 0.021291836 1.85655824
## 6092 94 GOLM1 2.2800206 0.021291836 1.85655824
## 6093 94 DHCR24 0.7846587 0.021291836 1.85655824
## 6094 94 SCAMP5 -0.5922270 0.021291836 1.85655824
## 6095 94 ADAM10 0.4370403 0.021291836 1.85655824
## 6096 94 LYN -0.7283980 0.021291836 1.85655824
## 6097 94 BST2 -0.6709576 0.021291836 1.85655824
## 6098 94 BEND5 0.6819579 0.021291836 1.85655824
## 6099 94 CHST2 0.6863279 0.021291836 1.85655824
## 6100 94 VTI1B 0.4488297 0.021291836 1.85655824
## 6101 94 OPTN -0.6471159 0.021291836 1.85655824
## 6102 94 BICD2 -0.6843096 0.021291836 1.85655824
## 6103 94 FLNA -0.6730172 0.021291836 1.85655824
## 6104 94 ST6GALNAC2 1.2494377 0.021291836 1.85655824
## 6105 94 CHST1 -0.9916166 0.021291836 1.85655824
## 6106 94 ARL3 0.4874493 0.021291836 1.85655824
## 6107 94 MGAT1 -0.4948042 0.021291836 1.85655824
## 6108 94 PLCE1 -0.5838718 0.021291836 1.85655824
## 6109 94 CD36 -7.1283219 0.021291836 1.85655824
## 6110 94 ABCB1A 1.6552951 0.021291836 1.85655824
## 6111 94 ABCB1B -1.9325711 0.021291836 1.85655824
## 6112 94 ATP2C1 0.5672868 0.021291836 1.85655824
## 6113 94 IGF2R -1.6454388 0.021291836 1.85655824
## 6114 94 TRAPPC5 0.4068362 0.021291836 1.85655824
## 6115 94 SORT1 1.1173178 0.021291836 1.85655824
## 6116 94 TRAPPC4 0.6653407 0.021291836 1.85655824
## 6117 94 PRNP 1.0410868 0.021291836 1.85655824
## 6118 94 TRAPPC1 1.4105906 0.021291836 1.85655824
## 6119 94 EXT1 -1.6926573 0.021291836 1.85655824
## 6120 94 CLN5 0.4207280 0.021291836 1.85655824
## 6121 94 GRB14 2.5557760 0.021291836 1.85655824
## 6122 94 TPST1 -0.9295854 0.021291836 1.85655824
## 6123 94 TPST2 -0.4424919 0.021291836 1.85655824
## 6124 94 CLCN3 0.4268344 0.021291836 1.85655824
## 6125 94 GALNT1 -0.7574924 0.021291836 1.85655824
## 6126 94 CAV1 -0.9567264 0.021291836 1.85655824
## 6127 94 FUT8 1.2998120 0.021291836 1.85655824
## 6128 94 HS3ST1 1.0303078 0.021291836 1.85655824
## 6129 94 PRND -2.6433152 0.021291836 1.85655824
## 6130 94 ASAP2 -1.5758740 0.021291836 1.85655824
## 6131 94 LRBA 0.4892743 0.021291836 1.85655824
## 6132 94 MAP4K2 0.4707371 0.021291836 1.85655824
## 6133 94 CCDC91 1.0940146 0.021291836 1.85655824
## 6134 94 NECAB3 -0.2226489 0.021291836 1.85655824
## 6135 94 ABCA5 0.6077066 0.021291836 1.85655824
## 6136 94 SERINC5 0.5369720 0.021291836 1.85655824
## 6137 94 GNPTAB 0.4735567 0.021291836 1.85655824
## 6138 94 LPCAT1 -0.7165066 0.021291836 1.85655824
## 6139 94 AP3M1 0.6700862 0.021291836 1.85655824
## 6140 94 ZDHHC9 0.9178260 0.021291836 1.85655824
## 6141 94 B3GNT1 0.8024260 0.021291836 1.85655824
## 6142 94 TMED10 0.2524694 0.021291836 1.85655824
## 6143 94 B3GNT2 0.8552599 0.021291836 1.85655824
## 6144 94 PCSK5 -0.9179595 0.021291836 1.85655824
## 6145 94 HIP1 0.8382696 0.021291836 1.85655824
## 6146 94 CML1 0.5772010 0.021291836 1.85655824
## 6147 94 MGAT4A -1.8612474 0.021291836 1.85655824
## 6148 94 GABARAPL1 0.7144159 0.021291836 1.85655824
## 6149 94 ST6GAL1 1.0753817 0.021291836 1.85655824
## 6150 94 A4GALT 1.9493143 0.021291836 1.85655824
## 6151 94 MAP2K1 -0.4628798 0.021291836 1.85655824
## 6152 94 GIMAP8 -0.6218802 0.021291836 1.85655824
## 6153 94 GOLIM4 1.3578383 0.021291836 1.85655824
## 6154 94 NDFIP1 0.4020166 0.021291836 1.85655824
## 6155 94 SCOC 0.7573948 0.021291836 1.85655824
## 6156 94 MAL 2.7832842 0.021291836 1.85655824
## 6157 94 AP4S1 0.7031558 0.021291836 1.85655824
## 6158 94 WIPI1 0.7034265 0.021291836 1.85655824
## 6159 94 FAM198B -1.9666209 0.021291836 1.85655824
## 6160 94 GLA 0.6136858 0.021291836 1.85655824
## 6161 94 IFT57 0.5874246 0.021291836 1.85655824
## 6162 94 ST8SIA4 0.5367664 0.021291836 1.85655824
## 6163 94 SULF1 -1.8682084 0.021291836 1.85655824
## 6164 94 ARAP1 -0.3623889 0.021291836 1.85655824
## 6165 19 ACTC1 -3.4079863 0.027808844 -2.98240454
## 6166 19 TCAP -0.7520534 0.027808844 -2.98240454
## 6167 19 CRYAB -0.9114836 0.027808844 -2.98240454
## 6168 19 PDLIM3 -0.8876939 0.027808844 -2.98240454
## 6169 19 MYH7 -0.4684236 0.027808844 -2.98240454
## 6170 19 MYH6 -1.6087011 0.027808844 -2.98240454
## 6171 19 TNNI3 -1.5804001 0.027808844 -2.98240454
## 6172 19 TPM2 -1.4312286 0.027808844 -2.98240454
## 6173 19 TTN -0.6633600 0.027808844 -2.98240454
## 6174 19 CSRP3 -0.9135559 0.027808844 -2.98240454
## 6175 19 JUP -1.0516396 0.027808844 -2.98240454
## 6176 19 TNNT2 -4.2969393 0.027808844 -2.98240454
## 6177 19 MURC 1.6012508 0.027808844 -2.98240454
## 6178 19 ABCC9 -0.5831183 0.027808844 -2.98240454
## 6179 19 PGM5 1.9231251 0.027808844 -2.98240454
## 6180 19 SYNE2 -0.8645887 0.027808844 -2.98240454
## 6181 19 ANKRD23 -0.3758442 0.027808844 -2.98240454
## 6182 19 PYGM -1.1990651 0.027808844 -2.98240454
## 6183 19 SYNM 1.8265187 0.027808844 -2.98240454
## 6184 35 ARSB 0.5514100 0.030911839 3.21158617
## 6185 35 FGFR3 -0.4419298 0.030911839 3.21158617
## 6186 35 MYO7A -0.6571930 0.030911839 3.21158617
## 6187 35 LRBA 0.4892743 0.030911839 3.21158617
## 6188 35 VPS33B 0.4778649 0.030911839 3.21158617
## 6189 35 GLB1 0.8052082 0.030911839 3.21158617
## 6190 35 ABCA5 0.6077066 0.030911839 3.21158617
## 6191 35 MAP1LC3A 0.4712059 0.030911839 3.21158617
## 6192 35 TPP1 0.2900076 0.030911839 3.21158617
## 6193 35 MT1 2.2178710 0.030911839 3.21158617
## 6194 35 KIF2A 0.5316378 0.030911839 3.21158617
## 6195 35 GABARAPL1 0.7144159 0.030911839 3.21158617
## 6196 35 NOS1 0.4966184 0.030911839 3.21158617
## 6197 35 TMEM9 0.4749819 0.030911839 3.21158617
## 6198 35 GGH 0.4332434 0.030911839 3.21158617
## 6199 35 0610031J06RIK 0.3612191 0.030911839 3.21158617
## 6200 35 LMBRD1 0.6021261 0.030911839 3.21158617
## 6201 35 CD164 0.4820687 0.030911839 3.21158617
## 6202 35 CD63 -1.9954863 0.030911839 3.21158617
## 6203 35 M6PR 0.7364435 0.030911839 3.21158617
## 6204 35 CTSL -0.6333647 0.030911839 3.21158617
## 6205 35 NPC1 0.3724211 0.030911839 3.21158617
## 6206 35 LAMP2 -0.4551722 0.030911839 3.21158617
## 6207 35 GLA 0.6136858 0.030911839 3.21158617
## 6208 35 IGF2R -1.6454388 0.030911839 3.21158617
## 6209 35 SMPD1 1.0195861 0.030911839 3.21158617
## 6210 35 SORT1 1.1173178 0.030911839 3.21158617
## 6211 35 CTSC 3.8618182 0.030911839 3.21158617
## 6212 35 PCYOX1 1.1710483 0.030911839 3.21158617
## 6213 35 CTSB -0.4946410 0.030911839 3.21158617
## 6214 35 CLCN7 0.9289438 0.030911839 3.21158617
## 6215 35 CTSH 3.4721567 0.030911839 3.21158617
## 6216 35 SLC15A3 -0.5291812 0.030911839 3.21158617
## 6217 35 CLN5 0.4207280 0.030911839 3.21158617
## 6218 35 CTSF 0.5596382 0.030911839 3.21158617
## 6219 21 CGNL1 1.4352262 0.039114740 0.65465367
## 6220 21 INADL 0.3447180 0.039114740 0.65465367
## 6221 21 SHROOM2 0.6032635 0.039114740 0.65465367
## 6222 21 PARD3 1.7035204 0.039114740 0.65465367
## 6223 21 MTDH -0.4614407 0.039114740 0.65465367
## 6224 21 OCLN 4.6990665 0.039114740 0.65465367
## 6225 21 MAGI1 -1.2213891 0.039114740 0.65465367
## 6226 21 MPDZ -1.2718824 0.039114740 0.65465367
## 6227 21 CLDN6 0.5868790 0.039114740 0.65465367
## 6228 21 CLDN5 1.5291096 0.039114740 0.65465367
## 6229 21 MPP7 0.8770310 0.039114740 0.65465367
## 6230 21 AMOTL1 -0.7736098 0.039114740 0.65465367
## 6231 21 AMOTL2 -0.8098481 0.039114740 0.65465367
## 6232 21 CDH5 -0.5147797 0.039114740 0.65465367
## 6233 21 FZD6 1.3453589 0.039114740 0.65465367
## 6234 21 CLDN15 -0.6738799 0.039114740 0.65465367
## 6235 21 JUP -1.0516396 0.039114740 0.65465367
## 6236 21 IGSF5 1.3725783 0.039114740 0.65465367
## 6237 21 MARVELD2 1.2573794 0.039114740 0.65465367
## 6238 21 PRICKLE2 -0.4355170 0.039114740 0.65465367
## 6239 21 AMOT 1.0877881 0.039114740 0.65465367
## 6240 75 ATP5E 0.3125334 0.048308718 3.57957167
## 6241 75 CPT2 0.5981488 0.048308718 3.57957167
## 6242 75 XPO6 0.4829049 0.048308718 3.57957167
## 6243 75 COX5A 0.7745209 0.048308718 3.57957167
## 6244 75 ARL2BP 1.5949739 0.048308718 3.57957167
## 6245 75 NDUFAF3 0.5384404 0.048308718 3.57957167
## 6246 75 FANCL 0.5075722 0.048308718 3.57957167
## 6247 75 FAHD1 0.5462883 0.048308718 3.57957167
## 6248 75 SLC25A20 1.1405578 0.048308718 3.57957167
## 6249 75 NDUFS6 0.5229578 0.048308718 3.57957167
## 6250 75 TMEM173 -1.3784149 0.048308718 3.57957167
## 6251 75 CISD1 1.1941109 0.048308718 3.57957167
## 6252 75 NDUFS4 0.5947243 0.048308718 3.57957167
## 6253 75 PTGES 1.1106779 0.048308718 3.57957167
## 6254 75 SLC25A1 1.2580665 0.048308718 3.57957167
## 6255 75 HADH 0.7630871 0.048308718 3.57957167
## 6256 75 ATP5H 0.4540141 0.048308718 3.57957167
## 6257 75 COX17 0.3636993 0.048308718 3.57957167
## 6258 75 GATM 5.2907160 0.048308718 3.57957167
## 6259 75 IFLTD1 1.1248690 0.048308718 3.57957167
## 6260 75 IPO9 -0.3942668 0.048308718 3.57957167
## 6261 75 CLIC1 -0.5963828 0.048308718 3.57957167
## 6262 75 NAV3 -3.0253490 0.048308718 3.57957167
## 6263 75 CYB5B 1.0679666 0.048308718 3.57957167
## 6264 75 CLPX 0.5433126 0.048308718 3.57957167
## 6265 75 TIMM8B 0.7434149 0.048308718 3.57957167
## 6266 75 NPC1 0.3724211 0.048308718 3.57957167
## 6267 75 NDEL1 -1.4572172 0.048308718 3.57957167
## 6268 75 NRM -0.5294858 0.048308718 3.57957167
## 6269 75 IGF2R -1.6454388 0.048308718 3.57957167
## 6270 75 ERN1 0.7331847 0.048308718 3.57957167
## 6271 75 AKAP6 -0.9952386 0.048308718 3.57957167
## 6272 75 SLC25A37 -0.8458242 0.048308718 3.57957167
## 6273 75 H2-KE6 0.5847254 0.048308718 3.57957167
## 6274 75 PMPCB 0.4247653 0.048308718 3.57957167
## 6275 75 PRODH 0.4696541 0.048308718 3.57957167
## 6276 75 NDUFB3 0.5499789 0.048308718 3.57957167
## 6277 75 NDUFB6 0.5415446 0.048308718 3.57957167
## 6278 75 HAX1 0.5695211 0.048308718 3.57957167
## 6279 75 NUP160 0.6630926 0.048308718 3.57957167
## 6280 75 NDUFB8 0.4313367 0.048308718 3.57957167
## 6281 75 SFXN1 -0.8271473 0.048308718 3.57957167
## 6282 75 RPL38 0.4046326 0.048308718 3.57957167
## 6283 75 FIS1 0.4282894 0.048308718 3.57957167
## 6284 75 DUSP18 0.5473194 0.048308718 3.57957167
## 6285 75 BCHE 4.3059984 0.048308718 3.57957167
## 6286 75 GSTK1 0.9536643 0.048308718 3.57957167
## 6287 75 BCL2 -0.8192378 0.048308718 3.57957167
## 6288 75 MTCH1 -0.5451250 0.048308718 3.57957167
## 6289 75 IDH2 -0.6563943 0.048308718 3.57957167
## 6290 75 COX6B1 0.3304005 0.048308718 3.57957167
## 6291 75 MLXIP -2.2132208 0.048308718 3.57957167
## 6292 75 MTMR6 0.6636260 0.048308718 3.57957167
## 6293 75 ACSL3 2.4464795 0.048308718 3.57957167
## 6294 75 ACSL6 0.3600899 0.048308718 3.57957167
## 6295 75 ACSL5 -0.3634335 0.048308718 3.57957167
## 6296 75 GPD2 1.8567918 0.048308718 3.57957167
## 6297 75 CML1 0.5772010 0.048308718 3.57957167
## 6298 75 NOS1 0.4966184 0.048308718 3.57957167
## 6299 75 COX7A1 -1.2094582 0.048308718 3.57957167
## 6300 75 COX8B -1.2985198 0.048308718 3.57957167
## 6301 75 NDUFA9 0.4188652 0.048308718 3.57957167
## 6302 75 MAOA 3.0975018 0.048308718 3.57957167
## 6303 75 ABCA8B -0.6333920 0.048308718 3.57957167
## 6304 75 MAOB 2.9632211 0.048308718 3.57957167
## 6305 75 NDUFA7 1.1828203 0.048308718 3.57957167
## 6306 75 VDAC2 0.4882763 0.048308718 3.57957167
## 6307 75 CPT1A 0.9598796 0.048308718 3.57957167
## 6308 75 SLC25A11 0.8191396 0.048308718 3.57957167
## 6309 75 SYNE2 -0.8645887 0.048308718 3.57957167
## 6310 75 HMGCS2 2.9524586 0.048308718 3.57957167
## 6311 75 PRICKLE2 -0.4355170 0.048308718 3.57957167
## 6312 75 COX6A2 -0.7310096 0.048308718 3.57957167
## 6313 75 NLN -0.9765266 0.048308718 3.57957167
## 6314 75 CSTAD 0.9423049 0.048308718 3.57957167
## 6315 13 ADAM10 0.4370403 0.048967297 -0.83205029
## 6316 13 ADORA2A -1.6248646 0.048967297 -0.83205029
## 6317 13 MPDZ -1.2718824 0.048967297 -0.83205029
## 6318 13 SHANK3 -0.9320666 0.048967297 -0.83205029
## 6319 13 PLCB4 -0.8033203 0.048967297 -0.83205029
## 6320 13 EPS8 1.1645216 0.048967297 -0.83205029
## 6321 13 GRIA1 0.2265749 0.048967297 -0.83205029
## 6322 13 SOS1 0.6901445 0.048967297 -0.83205029
## 6323 13 GOPC -1.1451475 0.048967297 -0.83205029
## 6324 13 SEMA4C -0.5716982 0.048967297 -0.83205029
## 6325 13 DLG2 -0.8407200 0.048967297 -0.83205029
## 6326 13 IFNGR1 -1.0637833 0.048967297 -0.83205029
## 6327 13 DNM2 0.3509938 0.048967297 -0.83205029
## 6328 75 ATP5E 0.3125334 0.049704488 3.57957167
## 6329 75 CPT2 0.5981488 0.049704488 3.57957167
## 6330 75 XPO6 0.4829049 0.049704488 3.57957167
## 6331 75 COX5A 0.7745209 0.049704488 3.57957167
## 6332 75 ARL2BP 1.5949739 0.049704488 3.57957167
## 6333 75 NDUFAF3 0.5384404 0.049704488 3.57957167
## 6334 75 FANCL 0.5075722 0.049704488 3.57957167
## 6335 75 FAHD1 0.5462883 0.049704488 3.57957167
## 6336 75 SLC25A20 1.1405578 0.049704488 3.57957167
## 6337 75 NDUFS6 0.5229578 0.049704488 3.57957167
## 6338 75 TMEM173 -1.3784149 0.049704488 3.57957167
## 6339 75 CISD1 1.1941109 0.049704488 3.57957167
## 6340 75 NDUFS4 0.5947243 0.049704488 3.57957167
## 6341 75 PTGES 1.1106779 0.049704488 3.57957167
## 6342 75 SLC25A1 1.2580665 0.049704488 3.57957167
## 6343 75 HADH 0.7630871 0.049704488 3.57957167
## 6344 75 ATP5H 0.4540141 0.049704488 3.57957167
## 6345 75 COX17 0.3636993 0.049704488 3.57957167
## 6346 75 GATM 5.2907160 0.049704488 3.57957167
## 6347 75 IFLTD1 1.1248690 0.049704488 3.57957167
## 6348 75 IPO9 -0.3942668 0.049704488 3.57957167
## 6349 75 CLIC1 -0.5963828 0.049704488 3.57957167
## 6350 75 NAV3 -3.0253490 0.049704488 3.57957167
## 6351 75 CYB5B 1.0679666 0.049704488 3.57957167
## 6352 75 CLPX 0.5433126 0.049704488 3.57957167
## 6353 75 TIMM8B 0.7434149 0.049704488 3.57957167
## 6354 75 NPC1 0.3724211 0.049704488 3.57957167
## 6355 75 NDEL1 -1.4572172 0.049704488 3.57957167
## 6356 75 NRM -0.5294858 0.049704488 3.57957167
## 6357 75 IGF2R -1.6454388 0.049704488 3.57957167
## 6358 75 ERN1 0.7331847 0.049704488 3.57957167
## 6359 75 AKAP6 -0.9952386 0.049704488 3.57957167
## 6360 75 SLC25A37 -0.8458242 0.049704488 3.57957167
## 6361 75 H2-KE6 0.5847254 0.049704488 3.57957167
## 6362 75 PMPCB 0.4247653 0.049704488 3.57957167
## 6363 75 PRODH 0.4696541 0.049704488 3.57957167
## 6364 75 NDUFB3 0.5499789 0.049704488 3.57957167
## 6365 75 NDUFB6 0.5415446 0.049704488 3.57957167
## 6366 75 HAX1 0.5695211 0.049704488 3.57957167
## 6367 75 NUP160 0.6630926 0.049704488 3.57957167
## 6368 75 NDUFB8 0.4313367 0.049704488 3.57957167
## 6369 75 SFXN1 -0.8271473 0.049704488 3.57957167
## 6370 75 RPL38 0.4046326 0.049704488 3.57957167
## 6371 75 FIS1 0.4282894 0.049704488 3.57957167
## 6372 75 DUSP18 0.5473194 0.049704488 3.57957167
## 6373 75 BCHE 4.3059984 0.049704488 3.57957167
## 6374 75 GSTK1 0.9536643 0.049704488 3.57957167
## 6375 75 BCL2 -0.8192378 0.049704488 3.57957167
## 6376 75 MTCH1 -0.5451250 0.049704488 3.57957167
## 6377 75 IDH2 -0.6563943 0.049704488 3.57957167
## 6378 75 COX6B1 0.3304005 0.049704488 3.57957167
## 6379 75 MLXIP -2.2132208 0.049704488 3.57957167
## 6380 75 MTMR6 0.6636260 0.049704488 3.57957167
## 6381 75 ACSL3 2.4464795 0.049704488 3.57957167
## 6382 75 ACSL6 0.3600899 0.049704488 3.57957167
## 6383 75 ACSL5 -0.3634335 0.049704488 3.57957167
## 6384 75 GPD2 1.8567918 0.049704488 3.57957167
## 6385 75 CML1 0.5772010 0.049704488 3.57957167
## 6386 75 NOS1 0.4966184 0.049704488 3.57957167
## 6387 75 COX7A1 -1.2094582 0.049704488 3.57957167
## 6388 75 COX8B -1.2985198 0.049704488 3.57957167
## 6389 75 NDUFA9 0.4188652 0.049704488 3.57957167
## 6390 75 MAOA 3.0975018 0.049704488 3.57957167
## 6391 75 ABCA8B -0.6333920 0.049704488 3.57957167
## 6392 75 MAOB 2.9632211 0.049704488 3.57957167
## 6393 75 NDUFA7 1.1828203 0.049704488 3.57957167
## 6394 75 VDAC2 0.4882763 0.049704488 3.57957167
## 6395 75 CPT1A 0.9598796 0.049704488 3.57957167
## 6396 75 SLC25A11 0.8191396 0.049704488 3.57957167
## 6397 75 SYNE2 -0.8645887 0.049704488 3.57957167
## 6398 75 HMGCS2 2.9524586 0.049704488 3.57957167
## 6399 75 PRICKLE2 -0.4355170 0.049704488 3.57957167
## 6400 75 COX6A2 -0.7310096 0.049704488 3.57957167
## 6401 75 NLN -0.9765266 0.049704488 3.57957167
## 6402 75 CSTAD 0.9423049 0.049704488 3.57957167
## 6403 30 CGNL1 1.4352262 0.049922947 0.36514837
## 6404 30 SHROOM2 0.6032635 0.049922947 0.36514837
## 6405 30 PARD3 1.7035204 0.049922947 0.36514837
## 6406 30 MTDH -0.4614407 0.049922947 0.36514837
## 6407 30 OCLN 4.6990665 0.049922947 0.36514837
## 6408 30 CADM1 1.8215955 0.049922947 0.36514837
## 6409 30 CLDN6 0.5868790 0.049922947 0.36514837
## 6410 30 CLDN5 1.5291096 0.049922947 0.36514837
## 6411 30 GJA1 -0.8179480 0.049922947 0.36514837
## 6412 30 LMO7 -0.7436161 0.049922947 0.36514837
## 6413 30 AMOTL1 -0.7736098 0.049922947 0.36514837
## 6414 30 AMOTL2 -0.8098481 0.049922947 0.36514837
## 6415 30 GJA5 -2.4542500 0.049922947 0.36514837
## 6416 30 CDH5 -0.5147797 0.049922947 0.36514837
## 6417 30 CLDN15 -0.6738799 0.049922947 0.36514837
## 6418 30 MARVELD2 1.2573794 0.049922947 0.36514837
## 6419 30 ZYX -1.0582733 0.049922947 0.36514837
## 6420 30 DPP4 3.0311147 0.049922947 0.36514837
## 6421 30 INADL 0.3447180 0.049922947 0.36514837
## 6422 30 MAGI1 -1.2213891 0.049922947 0.36514837
## 6423 30 MPDZ -1.2718824 0.049922947 0.36514837
## 6424 30 SCN2A1 0.3935116 0.049922947 0.36514837
## 6425 30 PCDH12 -1.4947782 0.049922947 0.36514837
## 6426 30 MPP7 0.8770310 0.049922947 0.36514837
## 6427 30 JUP -1.0516396 0.049922947 0.36514837
## 6428 30 IGSF5 1.3725783 0.049922947 0.36514837
## 6429 30 PGM5 1.9231251 0.049922947 0.36514837
## 6430 30 ABCB1A 1.6552951 0.049922947 0.36514837
## 6431 30 ABCB1B -1.9325711 0.049922947 0.36514837
## 6432 30 AMOT 1.0877881 0.049922947 0.36514837
## 6433 18 IER3 0.8705497 0.049826126 -1.41421356
## 6434 18 CAV1 -0.9567264 0.049826126 -1.41421356
## 6435 18 TNF -0.5241138 0.049826126 -1.41421356
## 6436 18 EFNB1 -1.2760004 0.049826126 -1.41421356
## 6437 18 FLOT2 -0.5226118 0.049826126 -1.41421356
## 6438 18 PRND -2.6433152 0.049826126 -1.41421356
## 6439 18 TGFBR2 0.9984773 0.049826126 -1.41421356
## 6440 18 CD24A 0.8402202 0.049826126 -1.41421356
## 6441 18 EPHB1 -0.9398894 0.049826126 -1.41421356
## 6442 18 THY1 -0.5538562 0.049826126 -1.41421356
## 6443 18 STOM 0.6593231 0.049826126 -1.41421356
## 6444 18 CTTNBP2 0.4650256 0.049826126 -1.41421356
## 6445 18 CD36 -7.1283219 0.049826126 -1.41421356
## 6446 18 NRM -0.5294858 0.049826126 -1.41421356
## 6447 18 PTRF -0.8990656 0.049826126 -1.41421356
## 6448 18 SDPR -0.9836461 0.049826126 -1.41421356
## 6449 18 PRNP 1.0410868 0.049826126 -1.41421356
## 6450 18 LIPE -0.6772464 0.049826126 -1.41421356
## 6451 30 GNPTG 0.4475668 0.060813803 1.09544512
## 6452 30 CYP51 1.1453600 0.060813803 1.09544512
## 6453 30 PTGS2 3.0743014 0.060813803 1.09544512
## 6454 30 CYP2J6 -0.9309146 0.060813803 1.09544512
## 6455 30 PTGS1 -1.0167608 0.060813803 1.09544512
## 6456 30 FMO4 -0.5052994 0.060813803 1.09544512
## 6457 30 HMOX2 -0.4664666 0.060813803 1.09544512
## 6458 30 CYP39A1 1.0527763 0.060813803 1.09544512
## 6459 30 PLCB4 -0.8033203 0.060813803 1.09544512
## 6460 30 PTGES 1.1106779 0.060813803 1.09544512
## 6461 30 FMO1 -1.3051784 0.060813803 1.09544512
## 6462 30 BCL2 -0.8192378 0.060813803 1.09544512
## 6463 30 TMED10 0.2524694 0.060813803 1.09544512
## 6464 30 ACSL3 2.4464795 0.060813803 1.09544512
## 6465 30 ACSL6 0.3600899 0.060813803 1.09544512
## 6466 30 ACSL5 -0.3634335 0.060813803 1.09544512
## 6467 30 ASPSCR1 0.4158936 0.060813803 1.09544512
## 6468 30 NCEH1 1.0271370 0.060813803 1.09544512
## 6469 30 SEC11C 0.7575280 0.060813803 1.09544512
## 6470 30 CYP1A1 -1.5564060 0.060813803 1.09544512
## 6471 30 ATP1A1 0.6178691 0.060813803 1.09544512
## 6472 30 CYP2E1 2.4913518 0.060813803 1.09544512
## 6473 30 CYB5B 1.0679666 0.060813803 1.09544512
## 6474 30 ITPR3 0.5506697 0.060813803 1.09544512
## 6475 30 POR 0.5795204 0.060813803 1.09544512
## 6476 30 CPT1A 0.9598796 0.060813803 1.09544512
## 6477 30 CYP4B1 -2.4019783 0.060813803 1.09544512
## 6478 30 PTRF -0.8990656 0.060813803 1.09544512
## 6479 30 KCNJ8 -0.6850658 0.060813803 1.09544512
## 6480 30 SORT1 1.1173178 0.060813803 1.09544512
## 6481 50 DLC1 -0.9707875 0.000048900 0.28284271
## 6482 50 MLPH 0.3636092 0.000048900 0.28284271
## 6483 50 TTN -0.6633600 0.000048900 0.28284271
## 6484 50 ITSN1 0.4589041 0.000048900 0.28284271
## 6485 50 MCF2L -0.5195414 0.000048900 0.28284271
## 6486 50 IQGAP1 0.5964467 0.000048900 0.28284271
## 6487 50 ARL2BP 1.5949739 0.000048900 0.28284271
## 6488 50 SMAP1 0.6551348 0.000048900 0.28284271
## 6489 50 DMXL2 0.4025114 0.000048900 0.28284271
## 6490 50 TBC1D12 0.5555830 0.000048900 0.28284271
## 6491 50 TIAM1 0.8203766 0.000048900 0.28284271
## 6492 50 TBC1D14 1.7027601 0.000048900 0.28284271
## 6493 50 TBC1D13 1.3111621 0.000048900 0.28284271
## 6494 50 GOPC -1.1451475 0.000048900 0.28284271
## 6495 50 RAPGEF5 -0.9085571 0.000048900 0.28284271
## 6496 50 NET1 2.1337566 0.000048900 0.28284271
## 6497 50 ARHGEF7 -0.9810444 0.000048900 0.28284271
## 6498 50 ARHGEF6 -0.8665290 0.000048900 0.28284271
## 6499 50 ARHGEF15 -1.0022907 0.000048900 0.28284271
## 6500 50 TBC1D22A -0.8307036 0.000048900 0.28284271
## 6501 50 FARP1 0.4665632 0.000048900 0.28284271
## 6502 50 THY1 -0.5538562 0.000048900 0.28284271
## 6503 50 MAP4K3 -0.5015354 0.000048900 0.28284271
## 6504 50 MURC 1.6012508 0.000048900 0.28284271
## 6505 50 MAP4K4 -0.5546999 0.000048900 0.28284271
## 6506 50 MYRIP 0.7350114 0.000048900 0.28284271
## 6507 50 RASGRF2 -2.0588121 0.000048900 0.28284271
## 6508 50 ACAP2 -0.3690319 0.000048900 0.28284271
## 6509 50 NRK -0.6364746 0.000048900 0.28284271
## 6510 50 AGFG1 1.3809748 0.000048900 0.28284271
## 6511 50 TBC1D9 -0.5675936 0.000048900 0.28284271
## 6512 50 CYTH1 -1.1177472 0.000048900 0.28284271
## 6513 50 ASAP2 -1.5758740 0.000048900 0.28284271
## 6514 50 MAP4K2 0.4707371 0.000048900 0.28284271
## 6515 50 MYO9B -0.4576615 0.000048900 0.28284271
## 6516 50 ASAP3 0.8332254 0.000048900 0.28284271
## 6517 50 CYTH3 0.7799272 0.000048900 0.28284271
## 6518 50 PLEKHG3 -0.6694064 0.000048900 0.28284271
## 6519 50 PLEKHG2 -0.6102567 0.000048900 0.28284271
## 6520 50 RASGRP4 0.4342518 0.000048900 0.28284271
## 6521 50 SOS1 0.6901445 0.000048900 0.28284271
## 6522 50 TBC1D4 2.5263297 0.000048900 0.28284271
## 6523 50 TBC1D30 0.4040445 0.000048900 0.28284271
## 6524 50 FGD6 0.8087772 0.000048900 0.28284271
## 6525 50 ARHGDIB 0.2980086 0.000048900 0.28284271
## 6526 50 VAV3 -3.2720604 0.000048900 0.28284271
## 6527 50 SYTL2 0.7820970 0.000048900 0.28284271
## 6528 50 ARAP3 -0.5313069 0.000048900 0.28284271
## 6529 50 ARAP2 1.0662260 0.000048900 0.28284271
## 6530 50 ARAP1 -0.3623889 0.000048900 0.28284271
## 6531 77 ENAH -0.8317531 0.000024700 -0.79772404
## 6532 77 TLN1 -0.3368527 0.000024700 -0.79772404
## 6533 77 WASF3 0.2794549 0.000024700 -0.79772404
## 6534 77 TNNC1 -3.5213602 0.000024700 -0.79772404
## 6535 77 MLPH 0.3636092 0.000024700 -0.79772404
## 6536 77 MYO7A -0.6571930 0.000024700 -0.79772404
## 6537 77 UTRN 0.6515582 0.000024700 -0.79772404
## 6538 77 PDLIM3 -0.8876939 0.000024700 -0.79772404
## 6539 77 LMO7 -0.7436161 0.000024700 -0.79772404
## 6540 77 MYLIP -0.9352888 0.000024700 -0.79772404
## 6541 77 MTSS1L -0.7009616 0.000024700 -0.79772404
## 6542 77 SDC3 -0.4918216 0.000024700 -0.79772404
## 6543 77 CTTNBP2 0.4650256 0.000024700 -0.79772404
## 6544 77 FRMD5 2.6674511 0.000024700 -0.79772404
## 6545 77 TRIM2 -0.8255637 0.000024700 -0.79772404
## 6546 77 MAP1LC3A 0.4712059 0.000024700 -0.79772404
## 6547 77 PACSIN2 -0.4208403 0.000024700 -0.79772404
## 6548 77 ANG 1.7859395 0.000024700 -0.79772404
## 6549 77 AIF1L 1.0643010 0.000024700 -0.79772404
## 6550 77 MSN -0.3354085 0.000024700 -0.79772404
## 6551 77 MKL2 1.1871092 0.000024700 -0.79772404
## 6552 77 FMNL1 -1.7516041 0.000024700 -0.79772404
## 6553 77 DYNC1I1 0.2480470 0.000024700 -0.79772404
## 6554 77 CLMN -1.3734763 0.000024700 -0.79772404
## 6555 77 BAIAP2 0.5918840 0.000024700 -0.79772404
## 6556 77 VIL1 1.3599698 0.000024700 -0.79772404
## 6557 77 ENC1 1.1255786 0.000024700 -0.79772404
## 6558 77 MYH7 -0.4684236 0.000024700 -0.79772404
## 6559 77 MYH6 -1.6087011 0.000024700 -0.79772404
## 6560 77 NEXN -2.7307544 0.000024700 -0.79772404
## 6561 77 FLNA -0.6730172 0.000024700 -0.79772404
## 6562 77 FARP1 0.4665632 0.000024700 -0.79772404
## 6563 77 JMY 0.8235245 0.000024700 -0.79772404
## 6564 77 MYRIP 0.7350114 0.000024700 -0.79772404
## 6565 77 NDEL1 -1.4572172 0.000024700 -0.79772404
## 6566 77 MAST2 0.3355945 0.000024700 -0.79772404
## 6567 77 SPAG5 -0.5861875 0.000024700 -0.79772404
## 6568 77 TPPP -1.6191163 0.000024700 -0.79772404
## 6569 77 LIMCH1 0.4431912 0.000024700 -0.79772404
## 6570 77 STMN1 0.8169131 0.000024700 -0.79772404
## 6571 77 DBN1 -0.3198132 0.000024700 -0.79772404
## 6572 77 EPS8L2 0.6975885 0.000024700 -0.79772404
## 6573 77 DST -0.9919195 0.000024700 -0.79772404
## 6574 77 MAPRE3 0.6206237 0.000024700 -0.79772404
## 6575 77 PARVB 1.1023674 0.000024700 -0.79772404
## 6576 77 FHOD1 -0.5541577 0.000024700 -0.79772404
## 6577 77 PARVA -0.7543596 0.000024700 -0.79772404
## 6578 77 SHROOM1 1.6359607 0.000024700 -0.79772404
## 6579 77 SHROOM2 0.6032635 0.000024700 -0.79772404
## 6580 77 CNN3 -0.6783180 0.000024700 -0.79772404
## 6581 77 ADORA2A -1.6248646 0.000024700 -0.79772404
## 6582 77 ABLIM3 -3.8146925 0.000024700 -0.79772404
## 6583 77 CALD1 -1.5895592 0.000024700 -0.79772404
## 6584 77 MYO9B -0.4576615 0.000024700 -0.79772404
## 6585 77 DAAM1 -0.5469234 0.000024700 -0.79772404
## 6586 77 TPM2 -1.4312286 0.000024700 -0.79772404
## 6587 77 MACF1 0.6852201 0.000024700 -0.79772404
## 6588 77 HIP1 0.8382696 0.000024700 -0.79772404
## 6589 77 DIXDC1 1.7223422 0.000024700 -0.79772404
## 6590 77 PHACTR1 0.6381621 0.000024700 -0.79772404
## 6591 77 IPP 1.1727172 0.000024700 -0.79772404
## 6592 77 GABARAPL1 0.7144159 0.000024700 -0.79772404
## 6593 77 BAIAP2L1 1.4627688 0.000024700 -0.79772404
## 6594 77 CKAP5 0.4651871 0.000024700 -0.79772404
## 6595 77 FSCN1 -2.4907292 0.000024700 -0.79772404
## 6596 77 NF1 -0.7011862 0.000024700 -0.79772404
## 6597 77 TNNI3 -1.5804001 0.000024700 -0.79772404
## 6598 77 CORO1C -0.6524356 0.000024700 -0.79772404
## 6599 77 SYNE2 -0.8645887 0.000024700 -0.79772404
## 6600 77 S100B 0.3014963 0.000024700 -0.79772404
## 6601 77 FYN -1.6589775 0.000024700 -0.79772404
## 6602 77 CAPG 0.7958338 0.000024700 -0.79772404
## 6603 77 EPB4.1L4A -0.9781978 0.000024700 -0.79772404
## 6604 77 TMOD3 -0.4007371 0.000024700 -0.79772404
## 6605 77 MARCKS -1.6329781 0.000024700 -0.79772404
## 6606 77 SYNM 1.8265187 0.000024700 -0.79772404
## 6607 77 MYLK -0.4373395 0.000024700 -0.79772404
## 6608 68 DLC1 -0.9707875 0.000129000 -0.72760688
## 6609 68 MLPH 0.3636092 0.000129000 -0.72760688
## 6610 68 ARHGAP18 -1.6397762 0.000129000 -0.72760688
## 6611 68 ITSN1 0.4589041 0.000129000 -0.72760688
## 6612 68 TTN -0.6633600 0.000129000 -0.72760688
## 6613 68 ARL2BP 1.5949739 0.000129000 -0.72760688
## 6614 68 MCF2L -0.5195414 0.000129000 -0.72760688
## 6615 68 IQGAP1 0.5964467 0.000129000 -0.72760688
## 6616 68 ARHGAP21 -0.4753129 0.000129000 -0.72760688
## 6617 68 DMXL2 0.4025114 0.000129000 -0.72760688
## 6618 68 ARHGAP20 1.5078686 0.000129000 -0.72760688
## 6619 68 SMAP1 0.6551348 0.000129000 -0.72760688
## 6620 68 TBC1D12 0.5555830 0.000129000 -0.72760688
## 6621 68 TIAM1 0.8203766 0.000129000 -0.72760688
## 6622 68 TBC1D14 1.7027601 0.000129000 -0.72760688
## 6623 68 GOPC -1.1451475 0.000129000 -0.72760688
## 6624 68 TBC1D13 1.3111621 0.000129000 -0.72760688
## 6625 68 RAPGEF5 -0.9085571 0.000129000 -0.72760688
## 6626 68 RAPGEF3 -0.7736624 0.000129000 -0.72760688
## 6627 68 RAPGEF1 -0.8695919 0.000129000 -0.72760688
## 6628 68 NET1 2.1337566 0.000129000 -0.72760688
## 6629 68 ARHGEF7 -0.9810444 0.000129000 -0.72760688
## 6630 68 ARHGEF6 -0.8665290 0.000129000 -0.72760688
## 6631 68 ARHGAP28 -2.0397448 0.000129000 -0.72760688
## 6632 68 ARHGEF15 -1.0022907 0.000129000 -0.72760688
## 6633 68 TBC1D22A -0.8307036 0.000129000 -0.72760688
## 6634 68 FARP1 0.4665632 0.000129000 -0.72760688
## 6635 68 THY1 -0.5538562 0.000129000 -0.72760688
## 6636 68 MAP4K3 -0.5015354 0.000129000 -0.72760688
## 6637 68 MURC 1.6012508 0.000129000 -0.72760688
## 6638 68 MAP4K4 -0.5546999 0.000129000 -0.72760688
## 6639 68 RALGAPA2 -0.9383071 0.000129000 -0.72760688
## 6640 68 PLCE1 -0.5838718 0.000129000 -0.72760688
## 6641 68 MYRIP 0.7350114 0.000129000 -0.72760688
## 6642 68 RASGRF2 -2.0588121 0.000129000 -0.72760688
## 6643 68 ACAP2 -0.3690319 0.000129000 -0.72760688
## 6644 68 NRK -0.6364746 0.000129000 -0.72760688
## 6645 68 AGFG1 1.3809748 0.000129000 -0.72760688
## 6646 68 CYTH1 -1.1177472 0.000129000 -0.72760688
## 6647 68 TBC1D9 -0.5675936 0.000129000 -0.72760688
## 6648 68 ASAP2 -1.5758740 0.000129000 -0.72760688
## 6649 68 MAP4K2 0.4707371 0.000129000 -0.72760688
## 6650 68 MYO9B -0.4576615 0.000129000 -0.72760688
## 6651 68 CYTH3 0.7799272 0.000129000 -0.72760688
## 6652 68 ASAP3 0.8332254 0.000129000 -0.72760688
## 6653 68 PLEKHG3 -0.6694064 0.000129000 -0.72760688
## 6654 68 PLEKHG2 -0.6102567 0.000129000 -0.72760688
## 6655 68 RGS12 0.8108842 0.000129000 -0.72760688
## 6656 68 RASGRP4 0.4342518 0.000129000 -0.72760688
## 6657 68 SOS1 0.6901445 0.000129000 -0.72760688
## 6658 68 TBC1D4 2.5263297 0.000129000 -0.72760688
## 6659 68 TBC1D30 0.4040445 0.000129000 -0.72760688
## 6660 68 FGD6 0.8087772 0.000129000 -0.72760688
## 6661 68 ARHGDIB 0.2980086 0.000129000 -0.72760688
## 6662 68 VAV3 -3.2720604 0.000129000 -0.72760688
## 6663 68 NF1 -0.7011862 0.000129000 -0.72760688
## 6664 68 DOCK7 -0.4475992 0.000129000 -0.72760688
## 6665 68 RICTOR 0.4855976 0.000129000 -0.72760688
## 6666 68 CHML -0.9730627 0.000129000 -0.72760688
## 6667 68 PLN -2.0734027 0.000129000 -0.72760688
## 6668 68 RGS4 -0.6927333 0.000129000 -0.72760688
## 6669 68 TSC2 0.4849051 0.000129000 -0.72760688
## 6670 68 RGS5 -1.1907978 0.000129000 -0.72760688
## 6671 68 CHN2 1.9067284 0.000129000 -0.72760688
## 6672 68 SYTL2 0.7820970 0.000129000 -0.72760688
## 6673 68 ARAP3 -0.5313069 0.000129000 -0.72760688
## 6674 68 ARAP2 1.0662260 0.000129000 -0.72760688
## 6675 68 ARAP1 -0.3623889 0.000129000 -0.72760688
## 6676 67 DLC1 -0.9707875 0.000112000 -0.61084722
## 6677 67 MLPH 0.3636092 0.000112000 -0.61084722
## 6678 67 ARHGAP18 -1.6397762 0.000112000 -0.61084722
## 6679 67 ITSN1 0.4589041 0.000112000 -0.61084722
## 6680 67 TTN -0.6633600 0.000112000 -0.61084722
## 6681 67 ARL2BP 1.5949739 0.000112000 -0.61084722
## 6682 67 MCF2L -0.5195414 0.000112000 -0.61084722
## 6683 67 IQGAP1 0.5964467 0.000112000 -0.61084722
## 6684 67 ARHGAP21 -0.4753129 0.000112000 -0.61084722
## 6685 67 DMXL2 0.4025114 0.000112000 -0.61084722
## 6686 67 ARHGAP20 1.5078686 0.000112000 -0.61084722
## 6687 67 SMAP1 0.6551348 0.000112000 -0.61084722
## 6688 67 TBC1D12 0.5555830 0.000112000 -0.61084722
## 6689 67 TIAM1 0.8203766 0.000112000 -0.61084722
## 6690 67 TBC1D14 1.7027601 0.000112000 -0.61084722
## 6691 67 GOPC -1.1451475 0.000112000 -0.61084722
## 6692 67 TBC1D13 1.3111621 0.000112000 -0.61084722
## 6693 67 RAPGEF5 -0.9085571 0.000112000 -0.61084722
## 6694 67 RAPGEF3 -0.7736624 0.000112000 -0.61084722
## 6695 67 RAPGEF1 -0.8695919 0.000112000 -0.61084722
## 6696 67 NET1 2.1337566 0.000112000 -0.61084722
## 6697 67 ARHGEF7 -0.9810444 0.000112000 -0.61084722
## 6698 67 ARHGEF6 -0.8665290 0.000112000 -0.61084722
## 6699 67 ARHGAP28 -2.0397448 0.000112000 -0.61084722
## 6700 67 ARHGEF15 -1.0022907 0.000112000 -0.61084722
## 6701 67 TBC1D22A -0.8307036 0.000112000 -0.61084722
## 6702 67 FARP1 0.4665632 0.000112000 -0.61084722
## 6703 67 THY1 -0.5538562 0.000112000 -0.61084722
## 6704 67 MAP4K3 -0.5015354 0.000112000 -0.61084722
## 6705 67 MURC 1.6012508 0.000112000 -0.61084722
## 6706 67 MAP4K4 -0.5546999 0.000112000 -0.61084722
## 6707 67 RALGAPA2 -0.9383071 0.000112000 -0.61084722
## 6708 67 PLCE1 -0.5838718 0.000112000 -0.61084722
## 6709 67 MYRIP 0.7350114 0.000112000 -0.61084722
## 6710 67 RASGRF2 -2.0588121 0.000112000 -0.61084722
## 6711 67 ACAP2 -0.3690319 0.000112000 -0.61084722
## 6712 67 NRK -0.6364746 0.000112000 -0.61084722
## 6713 67 AGFG1 1.3809748 0.000112000 -0.61084722
## 6714 67 CYTH1 -1.1177472 0.000112000 -0.61084722
## 6715 67 TBC1D9 -0.5675936 0.000112000 -0.61084722
## 6716 67 ASAP2 -1.5758740 0.000112000 -0.61084722
## 6717 67 MAP4K2 0.4707371 0.000112000 -0.61084722
## 6718 67 MYO9B -0.4576615 0.000112000 -0.61084722
## 6719 67 CYTH3 0.7799272 0.000112000 -0.61084722
## 6720 67 ASAP3 0.8332254 0.000112000 -0.61084722
## 6721 67 PLEKHG3 -0.6694064 0.000112000 -0.61084722
## 6722 67 PLEKHG2 -0.6102567 0.000112000 -0.61084722
## 6723 67 RGS12 0.8108842 0.000112000 -0.61084722
## 6724 67 RASGRP4 0.4342518 0.000112000 -0.61084722
## 6725 67 SOS1 0.6901445 0.000112000 -0.61084722
## 6726 67 TBC1D4 2.5263297 0.000112000 -0.61084722
## 6727 67 TBC1D30 0.4040445 0.000112000 -0.61084722
## 6728 67 FGD6 0.8087772 0.000112000 -0.61084722
## 6729 67 ARHGDIB 0.2980086 0.000112000 -0.61084722
## 6730 67 VAV3 -3.2720604 0.000112000 -0.61084722
## 6731 67 NF1 -0.7011862 0.000112000 -0.61084722
## 6732 67 DOCK7 -0.4475992 0.000112000 -0.61084722
## 6733 67 RICTOR 0.4855976 0.000112000 -0.61084722
## 6734 67 CHML -0.9730627 0.000112000 -0.61084722
## 6735 67 RGS4 -0.6927333 0.000112000 -0.61084722
## 6736 67 TSC2 0.4849051 0.000112000 -0.61084722
## 6737 67 RGS5 -1.1907978 0.000112000 -0.61084722
## 6738 67 CHN2 1.9067284 0.000112000 -0.61084722
## 6739 67 SYTL2 0.7820970 0.000112000 -0.61084722
## 6740 67 ARAP3 -0.5313069 0.000112000 -0.61084722
## 6741 67 ARAP2 1.0662260 0.000112000 -0.61084722
## 6742 67 ARAP1 -0.3623889 0.000112000 -0.61084722
## 6743 49 DLC1 -0.9707875 0.000764000 0.42857143
## 6744 49 PPARD 0.6858954 0.000764000 0.42857143
## 6745 49 ARHGAP18 -1.6397762 0.000764000 0.42857143
## 6746 49 FGF13 0.4341191 0.000764000 0.42857143
## 6747 49 ITSN1 0.4589041 0.000764000 0.42857143
## 6748 49 MMP25 0.3999529 0.000764000 0.42857143
## 6749 49 IQGAP1 0.5964467 0.000764000 0.42857143
## 6750 49 ARHGAP21 -0.4753129 0.000764000 0.42857143
## 6751 49 MAP3K5 -2.5823383 0.000764000 0.42857143
## 6752 49 ARHGAP20 1.5078686 0.000764000 0.42857143
## 6753 49 SMAP1 0.6551348 0.000764000 0.42857143
## 6754 49 TBC1D12 0.5555830 0.000764000 0.42857143
## 6755 49 APOE 0.8698346 0.000764000 0.42857143
## 6756 49 TBC1D14 1.7027601 0.000764000 0.42857143
## 6757 49 TBC1D13 1.3111621 0.000764000 0.42857143
## 6758 49 COX17 0.3636993 0.000764000 0.42857143
## 6759 49 ARHGAP28 -2.0397448 0.000764000 0.42857143
## 6760 49 ARHGEF15 -1.0022907 0.000764000 0.42857143
## 6761 49 CYB5B 1.0679666 0.000764000 0.42857143
## 6762 49 TBC1D22A -0.8307036 0.000764000 0.42857143
## 6763 49 THY1 -0.5538562 0.000764000 0.42857143
## 6764 49 RALGAPA2 -0.9383071 0.000764000 0.42857143
## 6765 49 MURC 1.6012508 0.000764000 0.42857143
## 6766 49 ACAP2 -0.3690319 0.000764000 0.42857143
## 6767 49 CAV1 -0.9567264 0.000764000 0.42857143
## 6768 49 AGFG1 1.3809748 0.000764000 0.42857143
## 6769 49 TBC1D9 -0.5675936 0.000764000 0.42857143
## 6770 49 ASAP2 -1.5758740 0.000764000 0.42857143
## 6771 49 MYO9B -0.4576615 0.000764000 0.42857143
## 6772 49 ASAP3 0.8332254 0.000764000 0.42857143
## 6773 49 TIMP2 -1.4731891 0.000764000 0.42857143
## 6774 49 CD24A 0.8402202 0.000764000 0.42857143
## 6775 49 RGS12 0.8108842 0.000764000 0.42857143
## 6776 49 TBC1D4 2.5263297 0.000764000 0.42857143
## 6777 49 TBC1D30 0.4040445 0.000764000 0.42857143
## 6778 49 FN1 1.8449363 0.000764000 0.42857143
## 6779 49 ARHGDIB 0.2980086 0.000764000 0.42857143
## 6780 49 NF1 -0.7011862 0.000764000 0.42857143
## 6781 49 CHML -0.9730627 0.000764000 0.42857143
## 6782 49 RGS4 -0.6927333 0.000764000 0.42857143
## 6783 49 RGS5 -1.1907978 0.000764000 0.42857143
## 6784 49 TSC2 0.4849051 0.000764000 0.42857143
## 6785 49 CHN2 1.9067284 0.000764000 0.42857143
## 6786 49 APAF1 -0.7626912 0.000764000 0.42857143
## 6787 49 ARAP3 -0.5313069 0.000764000 0.42857143
## 6788 49 ARAP2 1.0662260 0.000764000 0.42857143
## 6789 49 IGFBP3 -1.5387731 0.000764000 0.42857143
## 6790 49 ARAP1 -0.3623889 0.000764000 0.42857143
## 6791 49 MGST2 1.4910952 0.000764000 0.42857143
## 6792 200 ADCY6 -0.7557491 0.005091843 -0.14142136
## 6793 200 PRKG1 1.1116695 0.005091843 -0.14142136
## 6794 200 C230081A13RIK -0.8663054 0.005091843 -0.14142136
## 6795 200 KIF13A -0.8553233 0.005091843 -0.14142136
## 6796 200 MAP3K5 -2.5823383 0.005091843 -0.14142136
## 6797 200 ATP2B4 -1.8662842 0.005091843 -0.14142136
## 6798 200 OASL2 1.1346003 0.005091843 -0.14142136
## 6799 200 ILK -0.6476593 0.005091843 -0.14142136
## 6800 200 MAP3K8 1.1640633 0.005091843 -0.14142136
## 6801 200 RAPGEF3 -0.7736624 0.005091843 -0.14142136
## 6802 200 MAGI1 -1.2213891 0.005091843 -0.14142136
## 6803 200 MTPAP 0.9192247 0.005091843 -0.14142136
## 6804 200 MYH7 -0.4684236 0.005091843 -0.14142136
## 6805 200 MYH6 -1.6087011 0.005091843 -0.14142136
## 6806 200 NME5 0.7192744 0.005091843 -0.14142136
## 6807 200 GLUL 1.5535760 0.005091843 -0.14142136
## 6808 200 NME3 0.5649069 0.005091843 -0.14142136
## 6809 200 NAV1 -0.3825694 0.005091843 -0.14142136
## 6810 200 ABCB1A 1.6552951 0.005091843 -0.14142136
## 6811 200 ABCB1B -1.9325711 0.005091843 -0.14142136
## 6812 200 ATP2C1 0.5672868 0.005091843 -0.14142136
## 6813 200 PDGFRA -0.5362066 0.005091843 -0.14142136
## 6814 200 MAPK9 0.6855507 0.005091843 -0.14142136
## 6815 200 MYO18A -0.9866570 0.005091843 -0.14142136
## 6816 200 CHKA 1.4240635 0.005091843 -0.14142136
## 6817 200 CLCN3 0.4268344 0.005091843 -0.14142136
## 6818 200 PFKFB3 -1.0800079 0.005091843 -0.14142136
## 6819 200 UBA7 -0.4355246 0.005091843 -0.14142136
## 6820 200 MYO9B -0.4576615 0.005091843 -0.14142136
## 6821 200 OAS2 -1.0145345 0.005091843 -0.14142136
## 6822 200 CHEK2 -1.7097425 0.005091843 -0.14142136
## 6823 200 EPHB4 -0.8022917 0.005091843 -0.14142136
## 6824 200 EPHB1 -0.9398894 0.005091843 -0.14142136
## 6825 200 ZAP70 0.9691435 0.005091843 -0.14142136
## 6826 200 SLC28A2 -3.5721393 0.005091843 -0.14142136
## 6827 200 DHX58 0.6225685 0.005091843 -0.14142136
## 6828 200 MAP2K1 -0.4628798 0.005091843 -0.14142136
## 6829 200 TAOK3 -0.6618190 0.005091843 -0.14142136
## 6830 200 TGFBR2 0.9984773 0.005091843 -0.14142136
## 6831 200 ATP11B 0.8076871 0.005091843 -0.14142136
## 6832 200 ATP11A 0.5015364 0.005091843 -0.14142136
## 6833 200 YTHDC2 0.4861750 0.005091843 -0.14142136
## 6834 200 ABCG3 0.9457426 0.005091843 -0.14142136
## 6835 200 ATP13A5 0.3757767 0.005091843 -0.14142136
## 6836 200 RPS6KL1 -0.5315611 0.005091843 -0.14142136
## 6837 200 ABCG2 1.4057210 0.005091843 -0.14142136
## 6838 200 EPHA7 0.4314310 0.005091843 -0.14142136
## 6839 200 KCNJ8 -0.6850658 0.005091843 -0.14142136
## 6840 200 RAD54B 2.6843510 0.005091843 -0.14142136
## 6841 200 TNK1 -0.2801580 0.005091843 -0.14142136
## 6842 200 GRK4 0.5962996 0.005091843 -0.14142136
## 6843 200 DHX40 0.8499657 0.005091843 -0.14142136
## 6844 200 GRK5 -0.7100614 0.005091843 -0.14142136
## 6845 200 ACAD11 0.3769849 0.005091843 -0.14142136
## 6846 200 CLCN7 0.9289438 0.005091843 -0.14142136
## 6847 200 SRMS 0.3448742 0.005091843 -0.14142136
## 6848 200 STEAP4 -1.0645719 0.005091843 -0.14142136
## 6849 200 ACVRL1 0.5096903 0.005091843 -0.14142136
## 6850 200 MYO7A -0.6571930 0.005091843 -0.14142136
## 6851 200 UBE2G1 0.5678616 0.005091843 -0.14142136
## 6852 200 ATP10A 4.1988042 0.005091843 -0.14142136
## 6853 200 ATP10D 0.7066596 0.005091843 -0.14142136
## 6854 200 MLH3 1.0769990 0.005091843 -0.14142136
## 6855 200 PMVK 0.6296506 0.005091843 -0.14142136
## 6856 200 CHST15 -0.8654661 0.005091843 -0.14142136
## 6857 200 NOS2 -0.7167468 0.005091843 -0.14142136
## 6858 200 SLC22A5 0.5032908 0.005091843 -0.14142136
## 6859 200 TARSL2 0.9328483 0.005091843 -0.14142136
## 6860 200 TOP2A -0.5110453 0.005091843 -0.14142136
## 6861 200 DHCR24 0.7846587 0.005091843 -0.14142136
## 6862 200 LYN -0.7283980 0.005091843 -0.14142136
## 6863 200 PDE10A -0.6455607 0.005091843 -0.14142136
## 6864 200 MAST2 0.3355945 0.005091843 -0.14142136
## 6865 200 ADK 1.7241557 0.005091843 -0.14142136
## 6866 200 MAP3K12 -0.5351272 0.005091843 -0.14142136
## 6867 200 KIT -1.7946208 0.005091843 -0.14142136
## 6868 200 FMO4 -0.5052994 0.005091843 -0.14142136
## 6869 200 FMO1 -1.3051784 0.005091843 -0.14142136
## 6870 200 PRKAA2 -0.4506602 0.005091843 -0.14142136
## 6871 200 PAPSS1 0.6030723 0.005091843 -0.14142136
## 6872 200 PAPSS2 -3.5728181 0.005091843 -0.14142136
## 6873 200 ACSL3 2.4464795 0.005091843 -0.14142136
## 6874 200 ACSL6 0.3600899 0.005091843 -0.14142136
## 6875 200 ACSL5 -0.3634335 0.005091843 -0.14142136
## 6876 200 ETFA 0.6383257 0.005091843 -0.14142136
## 6877 200 ACTC1 -3.4079863 0.005091843 -0.14142136
## 6878 200 NOS1 0.4966184 0.005091843 -0.14142136
## 6879 200 NPR1 -0.8931317 0.005091843 -0.14142136
## 6880 200 ATP1A1 0.6178691 0.005091843 -0.14142136
## 6881 200 NPR2 -2.0769596 0.005091843 -0.14142136
## 6882 200 KHK 0.6697292 0.005091843 -0.14142136
## 6883 200 ABCC9 -0.5831183 0.005091843 -0.14142136
## 6884 200 RPS6KA1 0.5728985 0.005091843 -0.14142136
## 6885 200 MAPK12 -0.3393402 0.005091843 -0.14142136
## 6886 200 FYN -1.6589775 0.005091843 -0.14142136
## 6887 200 RPS6KA2 -1.6764208 0.005091843 -0.14142136
## 6888 200 GSK3B 0.4631170 0.005091843 -0.14142136
## 6889 200 AOX1 0.4180435 0.005091843 -0.14142136
## 6890 200 ABCC4 1.9315770 0.005091843 -0.14142136
## 6891 200 ABCC5 -0.8480902 0.005091843 -0.14142136
## 6892 200 ABCC6 0.3571941 0.005091843 -0.14142136
## 6893 200 STK33 0.3537277 0.005091843 -0.14142136
## 6894 200 STK38 0.7217430 0.005091843 -0.14142136
## 6895 200 TTN -0.6633600 0.005091843 -0.14142136
## 6896 200 PRKAR2B 2.3890438 0.005091843 -0.14142136
## 6897 200 ACSS1 -0.8440275 0.005091843 -0.14142136
## 6898 200 MLKL -1.5119558 0.005091843 -0.14142136
## 6899 200 INSR 1.6754155 0.005091843 -0.14142136
## 6900 200 RET 1.1952974 0.005091843 -0.14142136
## 6901 200 PDXK 1.9413063 0.005091843 -0.14142136
## 6902 200 DARS -0.6545804 0.005091843 -0.14142136
## 6903 200 CLPX 0.5433126 0.005091843 -0.14142136
## 6904 200 MAP4K3 -0.5015354 0.005091843 -0.14142136
## 6905 200 MAP4K4 -0.5546999 0.005091843 -0.14142136
## 6906 200 RFK 0.4079293 0.005091843 -0.14142136
## 6907 200 ATP9A -1.4010882 0.005091843 -0.14142136
## 6908 200 PDE5A 0.8969331 0.005091843 -0.14142136
## 6909 200 FLAD1 -0.2378469 0.005091843 -0.14142136
## 6910 200 SMARCA2 0.6933511 0.005091843 -0.14142136
## 6911 200 PCCA 1.4069716 0.005091843 -0.14142136
## 6912 200 PRPS2 -1.5910835 0.005091843 -0.14142136
## 6913 200 XDH -0.5822439 0.005091843 -0.14142136
## 6914 200 FGFR3 -0.4419298 0.005091843 -0.14142136
## 6915 200 STK10 -1.6727581 0.005091843 -0.14142136
## 6916 200 GM14085 -1.0171092 0.005091843 -0.14142136
## 6917 200 BMPR2 0.6590347 0.005091843 -0.14142136
## 6918 200 MAP4K2 0.4707371 0.005091843 -0.14142136
## 6919 200 TIMP4 -5.2487548 0.005091843 -0.14142136
## 6920 200 CTPS2 0.5610990 0.005091843 -0.14142136
## 6921 200 ABCA5 0.6077066 0.005091843 -0.14142136
## 6922 200 PTK2 -0.6527904 0.005091843 -0.14142136
## 6923 200 ENTPD1 0.8515158 0.005091843 -0.14142136
## 6924 200 TEC 0.8492222 0.005091843 -0.14142136
## 6925 200 BMX 1.3892504 0.005091843 -0.14142136
## 6926 200 AK3 0.6024714 0.005091843 -0.14142136
## 6927 200 SACS -0.3482688 0.005091843 -0.14142136
## 6928 200 SMG1 -0.3758097 0.005091843 -0.14142136
## 6929 200 ATAD2 -0.6929998 0.005091843 -0.14142136
## 6930 200 MYO10 -0.6895434 0.005091843 -0.14142136
## 6931 200 ULK1 0.4108861 0.005091843 -0.14142136
## 6932 200 THNSL1 0.4834016 0.005091843 -0.14142136
## 6933 200 GUK1 0.6872463 0.005091843 -0.14142136
## 6934 200 ABL2 0.5324753 0.005091843 -0.14142136
## 6935 200 MYLK -0.4373395 0.005091843 -0.14142136
## 6936 200 UBE2E1 0.6603882 0.005091843 -0.14142136
## 6937 200 CDK19 0.4481980 0.005091843 -0.14142136
## 6938 200 ACOX1 0.7434649 0.005091843 -0.14142136
## 6939 200 D2HGDH 0.4210243 0.005091843 -0.14142136
## 6940 200 SLFN9 -0.7358762 0.005091843 -0.14142136
## 6941 200 PIP5K1B 0.6834041 0.005091843 -0.14142136
## 6942 200 SLFN8 -0.8898568 0.005091843 -0.14142136
## 6943 200 SLFN5 -0.5983464 0.005091843 -0.14142136
## 6944 200 FES -0.3553155 0.005091843 -0.14142136
## 6945 200 D8ERTD82E -1.2649786 0.005091843 -0.14142136
## 6946 200 WARS -1.1502333 0.005091843 -0.14142136
## 6947 200 SLK -0.2902740 0.005091843 -0.14142136
## 6948 200 PAK4 0.6483046 0.005091843 -0.14142136
## 6949 200 CCT8L1 -0.4672705 0.005091843 -0.14142136
## 6950 200 CDK12 -0.6747588 0.005091843 -0.14142136
## 6951 200 ATP8B1 -2.1074006 0.005091843 -0.14142136
## 6952 200 PAK1 1.3962107 0.005091843 -0.14142136
## 6953 200 NSF 0.4565566 0.005091843 -0.14142136
## 6954 200 KIF2A 0.5316378 0.005091843 -0.14142136
## 6955 200 TRPM6 1.6483257 0.005091843 -0.14142136
## 6956 200 SGK1 -1.4770505 0.005091843 -0.14142136
## 6957 200 LIMK1 0.4970490 0.005091843 -0.14142136
## 6958 200 PFKP -0.9427482 0.005091843 -0.14142136
## 6959 200 PFKM 0.5475063 0.005091843 -0.14142136
## 6960 200 DAPK2 -0.7563133 0.005091843 -0.14142136
## 6961 200 MCM3 -0.6087740 0.005091843 -0.14142136
## 6962 200 DAPK1 1.6371754 0.005091843 -0.14142136
## 6963 200 PRKCB 2.0486665 0.005091843 -0.14142136
## 6964 200 PRKD1 -1.5052004 0.005091843 -0.14142136
## 6965 200 ATP6V1A 0.6504485 0.005091843 -0.14142136
## 6966 200 PRKD2 -0.7877410 0.005091843 -0.14142136
## 6967 200 ACVR2A -0.6891467 0.005091843 -0.14142136
## 6968 200 HIPK3 0.4209051 0.005091843 -0.14142136
## 6969 200 ERN1 0.7331847 0.005091843 -0.14142136
## 6970 200 NRK -0.6364746 0.005091843 -0.14142136
## 6971 200 FRK -0.6758771 0.005091843 -0.14142136
## 6972 200 CAMK2G -0.8168753 0.005091843 -0.14142136
## 6973 200 SHPK 0.6092769 0.005091843 -0.14142136
## 6974 200 IGF1R 2.4527727 0.005091843 -0.14142136
## 6975 200 CHD7 -0.8202826 0.005091843 -0.14142136
## 6976 200 HSPA2 -1.3742968 0.005091843 -0.14142136
## 6977 200 KIF4 -0.6865814 0.005091843 -0.14142136
## 6978 200 SYN2 -0.5658542 0.005091843 -0.14142136
## 6979 200 CAMK2D -0.4617771 0.005091843 -0.14142136
## 6980 200 ETNK1 0.6799596 0.005091843 -0.14142136
## 6981 200 DMGDH 0.3642489 0.005091843 -0.14142136
## 6982 200 EHD1 -1.2720353 0.005091843 -0.14142136
## 6983 200 EHD2 -1.5730829 0.005091843 -0.14142136
## 6984 200 MSH6 0.4689760 0.005091843 -0.14142136
## 6985 200 MSH3 0.7016900 0.005091843 -0.14142136
## 6986 200 ABCA8B -0.6333920 0.005091843 -0.14142136
## 6987 200 ABCA8A -1.0566883 0.005091843 -0.14142136
## 6988 200 ICK 0.4702803 0.005091843 -0.14142136
## 6989 200 JAK1 -0.8779357 0.005091843 -0.14142136
## 6990 200 APAF1 -0.7626912 0.005091843 -0.14142136
## 6991 200 ATP8A1 1.3527361 0.005091843 -0.14142136
## 6992 197 ADCY6 -0.7557491 0.005093852 -0.07124705
## 6993 197 PRKG1 1.1116695 0.005093852 -0.07124705
## 6994 197 C230081A13RIK -0.8663054 0.005093852 -0.07124705
## 6995 197 KIF13A -0.8553233 0.005093852 -0.07124705
## 6996 197 MAP3K5 -2.5823383 0.005093852 -0.07124705
## 6997 197 ATP2B4 -1.8662842 0.005093852 -0.07124705
## 6998 197 OASL2 1.1346003 0.005093852 -0.07124705
## 6999 197 ILK -0.6476593 0.005093852 -0.07124705
## 7000 197 MAP3K8 1.1640633 0.005093852 -0.07124705
## 7001 197 RAPGEF3 -0.7736624 0.005093852 -0.07124705
## 7002 197 MAGI1 -1.2213891 0.005093852 -0.07124705
## 7003 197 MTPAP 0.9192247 0.005093852 -0.07124705
## 7004 197 MYH7 -0.4684236 0.005093852 -0.07124705
## 7005 197 MYH6 -1.6087011 0.005093852 -0.07124705
## 7006 197 NME5 0.7192744 0.005093852 -0.07124705
## 7007 197 GLUL 1.5535760 0.005093852 -0.07124705
## 7008 197 NME3 0.5649069 0.005093852 -0.07124705
## 7009 197 NAV1 -0.3825694 0.005093852 -0.07124705
## 7010 197 ABCB1A 1.6552951 0.005093852 -0.07124705
## 7011 197 ABCB1B -1.9325711 0.005093852 -0.07124705
## 7012 197 ATP2C1 0.5672868 0.005093852 -0.07124705
## 7013 197 PDGFRA -0.5362066 0.005093852 -0.07124705
## 7014 197 MAPK9 0.6855507 0.005093852 -0.07124705
## 7015 197 MYO18A -0.9866570 0.005093852 -0.07124705
## 7016 197 CHKA 1.4240635 0.005093852 -0.07124705
## 7017 197 CLCN3 0.4268344 0.005093852 -0.07124705
## 7018 197 PFKFB3 -1.0800079 0.005093852 -0.07124705
## 7019 197 UBA7 -0.4355246 0.005093852 -0.07124705
## 7020 197 MYO9B -0.4576615 0.005093852 -0.07124705
## 7021 197 OAS2 -1.0145345 0.005093852 -0.07124705
## 7022 197 CHEK2 -1.7097425 0.005093852 -0.07124705
## 7023 197 EPHB4 -0.8022917 0.005093852 -0.07124705
## 7024 197 EPHB1 -0.9398894 0.005093852 -0.07124705
## 7025 197 ZAP70 0.9691435 0.005093852 -0.07124705
## 7026 197 DHX58 0.6225685 0.005093852 -0.07124705
## 7027 197 MAP2K1 -0.4628798 0.005093852 -0.07124705
## 7028 197 TAOK3 -0.6618190 0.005093852 -0.07124705
## 7029 197 TGFBR2 0.9984773 0.005093852 -0.07124705
## 7030 197 ATP11B 0.8076871 0.005093852 -0.07124705
## 7031 197 ATP11A 0.5015364 0.005093852 -0.07124705
## 7032 197 YTHDC2 0.4861750 0.005093852 -0.07124705
## 7033 197 ABCG3 0.9457426 0.005093852 -0.07124705
## 7034 197 ATP13A5 0.3757767 0.005093852 -0.07124705
## 7035 197 RPS6KL1 -0.5315611 0.005093852 -0.07124705
## 7036 197 ABCG2 1.4057210 0.005093852 -0.07124705
## 7037 197 EPHA7 0.4314310 0.005093852 -0.07124705
## 7038 197 KCNJ8 -0.6850658 0.005093852 -0.07124705
## 7039 197 RAD54B 2.6843510 0.005093852 -0.07124705
## 7040 197 TNK1 -0.2801580 0.005093852 -0.07124705
## 7041 197 GRK4 0.5962996 0.005093852 -0.07124705
## 7042 197 DHX40 0.8499657 0.005093852 -0.07124705
## 7043 197 GRK5 -0.7100614 0.005093852 -0.07124705
## 7044 197 ACAD11 0.3769849 0.005093852 -0.07124705
## 7045 197 CLCN7 0.9289438 0.005093852 -0.07124705
## 7046 197 SRMS 0.3448742 0.005093852 -0.07124705
## 7047 197 STEAP4 -1.0645719 0.005093852 -0.07124705
## 7048 197 ACVRL1 0.5096903 0.005093852 -0.07124705
## 7049 197 MYO7A -0.6571930 0.005093852 -0.07124705
## 7050 197 UBE2G1 0.5678616 0.005093852 -0.07124705
## 7051 197 ATP10A 4.1988042 0.005093852 -0.07124705
## 7052 197 ATP10D 0.7066596 0.005093852 -0.07124705
## 7053 197 MLH3 1.0769990 0.005093852 -0.07124705
## 7054 197 PMVK 0.6296506 0.005093852 -0.07124705
## 7055 197 CHST15 -0.8654661 0.005093852 -0.07124705
## 7056 197 NOS2 -0.7167468 0.005093852 -0.07124705
## 7057 197 SLC22A5 0.5032908 0.005093852 -0.07124705
## 7058 197 TARSL2 0.9328483 0.005093852 -0.07124705
## 7059 197 TOP2A -0.5110453 0.005093852 -0.07124705
## 7060 197 DHCR24 0.7846587 0.005093852 -0.07124705
## 7061 197 LYN -0.7283980 0.005093852 -0.07124705
## 7062 197 PDE10A -0.6455607 0.005093852 -0.07124705
## 7063 197 MAST2 0.3355945 0.005093852 -0.07124705
## 7064 197 ADK 1.7241557 0.005093852 -0.07124705
## 7065 197 MAP3K12 -0.5351272 0.005093852 -0.07124705
## 7066 197 KIT -1.7946208 0.005093852 -0.07124705
## 7067 197 FMO4 -0.5052994 0.005093852 -0.07124705
## 7068 197 FMO1 -1.3051784 0.005093852 -0.07124705
## 7069 197 PRKAA2 -0.4506602 0.005093852 -0.07124705
## 7070 197 PAPSS1 0.6030723 0.005093852 -0.07124705
## 7071 197 PAPSS2 -3.5728181 0.005093852 -0.07124705
## 7072 197 ACSL3 2.4464795 0.005093852 -0.07124705
## 7073 197 ACSL6 0.3600899 0.005093852 -0.07124705
## 7074 197 ACSL5 -0.3634335 0.005093852 -0.07124705
## 7075 197 ETFA 0.6383257 0.005093852 -0.07124705
## 7076 197 ACTC1 -3.4079863 0.005093852 -0.07124705
## 7077 197 NOS1 0.4966184 0.005093852 -0.07124705
## 7078 197 NPR1 -0.8931317 0.005093852 -0.07124705
## 7079 197 ATP1A1 0.6178691 0.005093852 -0.07124705
## 7080 197 NPR2 -2.0769596 0.005093852 -0.07124705
## 7081 197 KHK 0.6697292 0.005093852 -0.07124705
## 7082 197 ABCC9 -0.5831183 0.005093852 -0.07124705
## 7083 197 RPS6KA1 0.5728985 0.005093852 -0.07124705
## 7084 197 MAPK12 -0.3393402 0.005093852 -0.07124705
## 7085 197 RPS6KA2 -1.6764208 0.005093852 -0.07124705
## 7086 197 FYN -1.6589775 0.005093852 -0.07124705
## 7087 197 GSK3B 0.4631170 0.005093852 -0.07124705
## 7088 197 AOX1 0.4180435 0.005093852 -0.07124705
## 7089 197 ABCC4 1.9315770 0.005093852 -0.07124705
## 7090 197 ABCC5 -0.8480902 0.005093852 -0.07124705
## 7091 197 ABCC6 0.3571941 0.005093852 -0.07124705
## 7092 197 STK33 0.3537277 0.005093852 -0.07124705
## 7093 197 STK38 0.7217430 0.005093852 -0.07124705
## 7094 197 TTN -0.6633600 0.005093852 -0.07124705
## 7095 197 PRKAR2B 2.3890438 0.005093852 -0.07124705
## 7096 197 ACSS1 -0.8440275 0.005093852 -0.07124705
## 7097 197 MLKL -1.5119558 0.005093852 -0.07124705
## 7098 197 INSR 1.6754155 0.005093852 -0.07124705
## 7099 197 RET 1.1952974 0.005093852 -0.07124705
## 7100 197 PDXK 1.9413063 0.005093852 -0.07124705
## 7101 197 DARS -0.6545804 0.005093852 -0.07124705
## 7102 197 CLPX 0.5433126 0.005093852 -0.07124705
## 7103 197 MAP4K3 -0.5015354 0.005093852 -0.07124705
## 7104 197 MAP4K4 -0.5546999 0.005093852 -0.07124705
## 7105 197 RFK 0.4079293 0.005093852 -0.07124705
## 7106 197 ATP9A -1.4010882 0.005093852 -0.07124705
## 7107 197 FLAD1 -0.2378469 0.005093852 -0.07124705
## 7108 197 SMARCA2 0.6933511 0.005093852 -0.07124705
## 7109 197 PCCA 1.4069716 0.005093852 -0.07124705
## 7110 197 PRPS2 -1.5910835 0.005093852 -0.07124705
## 7111 197 XDH -0.5822439 0.005093852 -0.07124705
## 7112 197 FGFR3 -0.4419298 0.005093852 -0.07124705
## 7113 197 STK10 -1.6727581 0.005093852 -0.07124705
## 7114 197 BMPR2 0.6590347 0.005093852 -0.07124705
## 7115 197 MAP4K2 0.4707371 0.005093852 -0.07124705
## 7116 197 TIMP4 -5.2487548 0.005093852 -0.07124705
## 7117 197 CTPS2 0.5610990 0.005093852 -0.07124705
## 7118 197 ABCA5 0.6077066 0.005093852 -0.07124705
## 7119 197 PTK2 -0.6527904 0.005093852 -0.07124705
## 7120 197 ENTPD1 0.8515158 0.005093852 -0.07124705
## 7121 197 TEC 0.8492222 0.005093852 -0.07124705
## 7122 197 BMX 1.3892504 0.005093852 -0.07124705
## 7123 197 AK3 0.6024714 0.005093852 -0.07124705
## 7124 197 SACS -0.3482688 0.005093852 -0.07124705
## 7125 197 SMG1 -0.3758097 0.005093852 -0.07124705
## 7126 197 ATAD2 -0.6929998 0.005093852 -0.07124705
## 7127 197 MYO10 -0.6895434 0.005093852 -0.07124705
## 7128 197 ULK1 0.4108861 0.005093852 -0.07124705
## 7129 197 THNSL1 0.4834016 0.005093852 -0.07124705
## 7130 197 GUK1 0.6872463 0.005093852 -0.07124705
## 7131 197 ABL2 0.5324753 0.005093852 -0.07124705
## 7132 197 MYLK -0.4373395 0.005093852 -0.07124705
## 7133 197 UBE2E1 0.6603882 0.005093852 -0.07124705
## 7134 197 CDK19 0.4481980 0.005093852 -0.07124705
## 7135 197 ACOX1 0.7434649 0.005093852 -0.07124705
## 7136 197 D2HGDH 0.4210243 0.005093852 -0.07124705
## 7137 197 SLFN9 -0.7358762 0.005093852 -0.07124705
## 7138 197 PIP5K1B 0.6834041 0.005093852 -0.07124705
## 7139 197 SLFN8 -0.8898568 0.005093852 -0.07124705
## 7140 197 SLFN5 -0.5983464 0.005093852 -0.07124705
## 7141 197 FES -0.3553155 0.005093852 -0.07124705
## 7142 197 D8ERTD82E -1.2649786 0.005093852 -0.07124705
## 7143 197 WARS -1.1502333 0.005093852 -0.07124705
## 7144 197 SLK -0.2902740 0.005093852 -0.07124705
## 7145 197 PAK4 0.6483046 0.005093852 -0.07124705
## 7146 197 CCT8L1 -0.4672705 0.005093852 -0.07124705
## 7147 197 CDK12 -0.6747588 0.005093852 -0.07124705
## 7148 197 ATP8B1 -2.1074006 0.005093852 -0.07124705
## 7149 197 PAK1 1.3962107 0.005093852 -0.07124705
## 7150 197 NSF 0.4565566 0.005093852 -0.07124705
## 7151 197 KIF2A 0.5316378 0.005093852 -0.07124705
## 7152 197 TRPM6 1.6483257 0.005093852 -0.07124705
## 7153 197 SGK1 -1.4770505 0.005093852 -0.07124705
## 7154 197 LIMK1 0.4970490 0.005093852 -0.07124705
## 7155 197 PFKP -0.9427482 0.005093852 -0.07124705
## 7156 197 PFKM 0.5475063 0.005093852 -0.07124705
## 7157 197 DAPK2 -0.7563133 0.005093852 -0.07124705
## 7158 197 MCM3 -0.6087740 0.005093852 -0.07124705
## 7159 197 DAPK1 1.6371754 0.005093852 -0.07124705
## 7160 197 PRKCB 2.0486665 0.005093852 -0.07124705
## 7161 197 PRKD1 -1.5052004 0.005093852 -0.07124705
## 7162 197 ATP6V1A 0.6504485 0.005093852 -0.07124705
## 7163 197 PRKD2 -0.7877410 0.005093852 -0.07124705
## 7164 197 ACVR2A -0.6891467 0.005093852 -0.07124705
## 7165 197 HIPK3 0.4209051 0.005093852 -0.07124705
## 7166 197 ERN1 0.7331847 0.005093852 -0.07124705
## 7167 197 NRK -0.6364746 0.005093852 -0.07124705
## 7168 197 FRK -0.6758771 0.005093852 -0.07124705
## 7169 197 CAMK2G -0.8168753 0.005093852 -0.07124705
## 7170 197 SHPK 0.6092769 0.005093852 -0.07124705
## 7171 197 IGF1R 2.4527727 0.005093852 -0.07124705
## 7172 197 CHD7 -0.8202826 0.005093852 -0.07124705
## 7173 197 HSPA2 -1.3742968 0.005093852 -0.07124705
## 7174 197 KIF4 -0.6865814 0.005093852 -0.07124705
## 7175 197 SYN2 -0.5658542 0.005093852 -0.07124705
## 7176 197 CAMK2D -0.4617771 0.005093852 -0.07124705
## 7177 197 ETNK1 0.6799596 0.005093852 -0.07124705
## 7178 197 DMGDH 0.3642489 0.005093852 -0.07124705
## 7179 197 EHD1 -1.2720353 0.005093852 -0.07124705
## 7180 197 EHD2 -1.5730829 0.005093852 -0.07124705
## 7181 197 MSH6 0.4689760 0.005093852 -0.07124705
## 7182 197 MSH3 0.7016900 0.005093852 -0.07124705
## 7183 197 ABCA8B -0.6333920 0.005093852 -0.07124705
## 7184 197 ABCA8A -1.0566883 0.005093852 -0.07124705
## 7185 197 ICK 0.4702803 0.005093852 -0.07124705
## 7186 197 JAK1 -0.8779357 0.005093852 -0.07124705
## 7187 197 APAF1 -0.7626912 0.005093852 -0.07124705
## 7188 197 ATP8A1 1.3527361 0.005093852 -0.07124705
## 7189 198 ADCY6 -0.7557491 0.005215053 0.00000000
## 7190 198 PRKG1 1.1116695 0.005215053 0.00000000
## 7191 198 C230081A13RIK -0.8663054 0.005215053 0.00000000
## 7192 198 KIF13A -0.8553233 0.005215053 0.00000000
## 7193 198 MAP3K5 -2.5823383 0.005215053 0.00000000
## 7194 198 ATP2B4 -1.8662842 0.005215053 0.00000000
## 7195 198 OASL2 1.1346003 0.005215053 0.00000000
## 7196 198 ILK -0.6476593 0.005215053 0.00000000
## 7197 198 MAP3K8 1.1640633 0.005215053 0.00000000
## 7198 198 RAPGEF3 -0.7736624 0.005215053 0.00000000
## 7199 198 MAGI1 -1.2213891 0.005215053 0.00000000
## 7200 198 MTPAP 0.9192247 0.005215053 0.00000000
## 7201 198 MYH7 -0.4684236 0.005215053 0.00000000
## 7202 198 MYH6 -1.6087011 0.005215053 0.00000000
## 7203 198 NME5 0.7192744 0.005215053 0.00000000
## 7204 198 GLUL 1.5535760 0.005215053 0.00000000
## 7205 198 NME3 0.5649069 0.005215053 0.00000000
## 7206 198 NAV1 -0.3825694 0.005215053 0.00000000
## 7207 198 ABCB1A 1.6552951 0.005215053 0.00000000
## 7208 198 ABCB1B -1.9325711 0.005215053 0.00000000
## 7209 198 ATP2C1 0.5672868 0.005215053 0.00000000
## 7210 198 PDGFRA -0.5362066 0.005215053 0.00000000
## 7211 198 MAPK9 0.6855507 0.005215053 0.00000000
## 7212 198 MYO18A -0.9866570 0.005215053 0.00000000
## 7213 198 CHKA 1.4240635 0.005215053 0.00000000
## 7214 198 CLCN3 0.4268344 0.005215053 0.00000000
## 7215 198 PFKFB3 -1.0800079 0.005215053 0.00000000
## 7216 198 UBA7 -0.4355246 0.005215053 0.00000000
## 7217 198 MYO9B -0.4576615 0.005215053 0.00000000
## 7218 198 OAS2 -1.0145345 0.005215053 0.00000000
## 7219 198 CHEK2 -1.7097425 0.005215053 0.00000000
## 7220 198 EPHB4 -0.8022917 0.005215053 0.00000000
## 7221 198 EPHB1 -0.9398894 0.005215053 0.00000000
## 7222 198 ZAP70 0.9691435 0.005215053 0.00000000
## 7223 198 DHX58 0.6225685 0.005215053 0.00000000
## 7224 198 MAP2K1 -0.4628798 0.005215053 0.00000000
## 7225 198 TAOK3 -0.6618190 0.005215053 0.00000000
## 7226 198 TGFBR2 0.9984773 0.005215053 0.00000000
## 7227 198 ATP11B 0.8076871 0.005215053 0.00000000
## 7228 198 ATP11A 0.5015364 0.005215053 0.00000000
## 7229 198 YTHDC2 0.4861750 0.005215053 0.00000000
## 7230 198 ABCG3 0.9457426 0.005215053 0.00000000
## 7231 198 ATP13A5 0.3757767 0.005215053 0.00000000
## 7232 198 RPS6KL1 -0.5315611 0.005215053 0.00000000
## 7233 198 ABCG2 1.4057210 0.005215053 0.00000000
## 7234 198 EPHA7 0.4314310 0.005215053 0.00000000
## 7235 198 KCNJ8 -0.6850658 0.005215053 0.00000000
## 7236 198 RAD54B 2.6843510 0.005215053 0.00000000
## 7237 198 TNK1 -0.2801580 0.005215053 0.00000000
## 7238 198 GRK4 0.5962996 0.005215053 0.00000000
## 7239 198 DHX40 0.8499657 0.005215053 0.00000000
## 7240 198 GRK5 -0.7100614 0.005215053 0.00000000
## 7241 198 ACAD11 0.3769849 0.005215053 0.00000000
## 7242 198 CLCN7 0.9289438 0.005215053 0.00000000
## 7243 198 SRMS 0.3448742 0.005215053 0.00000000
## 7244 198 STEAP4 -1.0645719 0.005215053 0.00000000
## 7245 198 ACVRL1 0.5096903 0.005215053 0.00000000
## 7246 198 MYO7A -0.6571930 0.005215053 0.00000000
## 7247 198 UBE2G1 0.5678616 0.005215053 0.00000000
## 7248 198 ATP10A 4.1988042 0.005215053 0.00000000
## 7249 198 ATP10D 0.7066596 0.005215053 0.00000000
## 7250 198 MLH3 1.0769990 0.005215053 0.00000000
## 7251 198 PMVK 0.6296506 0.005215053 0.00000000
## 7252 198 CHST15 -0.8654661 0.005215053 0.00000000
## 7253 198 NOS2 -0.7167468 0.005215053 0.00000000
## 7254 198 SLC22A5 0.5032908 0.005215053 0.00000000
## 7255 198 TARSL2 0.9328483 0.005215053 0.00000000
## 7256 198 TOP2A -0.5110453 0.005215053 0.00000000
## 7257 198 DHCR24 0.7846587 0.005215053 0.00000000
## 7258 198 LYN -0.7283980 0.005215053 0.00000000
## 7259 198 PDE10A -0.6455607 0.005215053 0.00000000
## 7260 198 MAST2 0.3355945 0.005215053 0.00000000
## 7261 198 ADK 1.7241557 0.005215053 0.00000000
## 7262 198 MAP3K12 -0.5351272 0.005215053 0.00000000
## 7263 198 KIT -1.7946208 0.005215053 0.00000000
## 7264 198 FMO4 -0.5052994 0.005215053 0.00000000
## 7265 198 FMO1 -1.3051784 0.005215053 0.00000000
## 7266 198 PRKAA2 -0.4506602 0.005215053 0.00000000
## 7267 198 PAPSS1 0.6030723 0.005215053 0.00000000
## 7268 198 PAPSS2 -3.5728181 0.005215053 0.00000000
## 7269 198 ACSL3 2.4464795 0.005215053 0.00000000
## 7270 198 ACSL6 0.3600899 0.005215053 0.00000000
## 7271 198 ACSL5 -0.3634335 0.005215053 0.00000000
## 7272 198 ETFA 0.6383257 0.005215053 0.00000000
## 7273 198 ACTC1 -3.4079863 0.005215053 0.00000000
## 7274 198 NOS1 0.4966184 0.005215053 0.00000000
## 7275 198 NPR1 -0.8931317 0.005215053 0.00000000
## 7276 198 ATP1A1 0.6178691 0.005215053 0.00000000
## 7277 198 NPR2 -2.0769596 0.005215053 0.00000000
## 7278 198 KHK 0.6697292 0.005215053 0.00000000
## 7279 198 ABCC9 -0.5831183 0.005215053 0.00000000
## 7280 198 RPS6KA1 0.5728985 0.005215053 0.00000000
## 7281 198 MAPK12 -0.3393402 0.005215053 0.00000000
## 7282 198 RPS6KA2 -1.6764208 0.005215053 0.00000000
## 7283 198 FYN -1.6589775 0.005215053 0.00000000
## 7284 198 GSK3B 0.4631170 0.005215053 0.00000000
## 7285 198 AOX1 0.4180435 0.005215053 0.00000000
## 7286 198 ABCC4 1.9315770 0.005215053 0.00000000
## 7287 198 ABCC5 -0.8480902 0.005215053 0.00000000
## 7288 198 ABCC6 0.3571941 0.005215053 0.00000000
## 7289 198 STK33 0.3537277 0.005215053 0.00000000
## 7290 198 STK38 0.7217430 0.005215053 0.00000000
## 7291 198 TTN -0.6633600 0.005215053 0.00000000
## 7292 198 PRKAR2B 2.3890438 0.005215053 0.00000000
## 7293 198 ACSS1 -0.8440275 0.005215053 0.00000000
## 7294 198 MLKL -1.5119558 0.005215053 0.00000000
## 7295 198 INSR 1.6754155 0.005215053 0.00000000
## 7296 198 RET 1.1952974 0.005215053 0.00000000
## 7297 198 PDXK 1.9413063 0.005215053 0.00000000
## 7298 198 DARS -0.6545804 0.005215053 0.00000000
## 7299 198 CLPX 0.5433126 0.005215053 0.00000000
## 7300 198 MAP4K3 -0.5015354 0.005215053 0.00000000
## 7301 198 MAP4K4 -0.5546999 0.005215053 0.00000000
## 7302 198 RFK 0.4079293 0.005215053 0.00000000
## 7303 198 ATP9A -1.4010882 0.005215053 0.00000000
## 7304 198 PDE5A 0.8969331 0.005215053 0.00000000
## 7305 198 FLAD1 -0.2378469 0.005215053 0.00000000
## 7306 198 SMARCA2 0.6933511 0.005215053 0.00000000
## 7307 198 PCCA 1.4069716 0.005215053 0.00000000
## 7308 198 PRPS2 -1.5910835 0.005215053 0.00000000
## 7309 198 XDH -0.5822439 0.005215053 0.00000000
## 7310 198 FGFR3 -0.4419298 0.005215053 0.00000000
## 7311 198 STK10 -1.6727581 0.005215053 0.00000000
## 7312 198 BMPR2 0.6590347 0.005215053 0.00000000
## 7313 198 MAP4K2 0.4707371 0.005215053 0.00000000
## 7314 198 TIMP4 -5.2487548 0.005215053 0.00000000
## 7315 198 CTPS2 0.5610990 0.005215053 0.00000000
## 7316 198 ABCA5 0.6077066 0.005215053 0.00000000
## 7317 198 PTK2 -0.6527904 0.005215053 0.00000000
## 7318 198 ENTPD1 0.8515158 0.005215053 0.00000000
## 7319 198 TEC 0.8492222 0.005215053 0.00000000
## 7320 198 BMX 1.3892504 0.005215053 0.00000000
## 7321 198 AK3 0.6024714 0.005215053 0.00000000
## 7322 198 SACS -0.3482688 0.005215053 0.00000000
## 7323 198 SMG1 -0.3758097 0.005215053 0.00000000
## 7324 198 ATAD2 -0.6929998 0.005215053 0.00000000
## 7325 198 MYO10 -0.6895434 0.005215053 0.00000000
## 7326 198 ULK1 0.4108861 0.005215053 0.00000000
## 7327 198 THNSL1 0.4834016 0.005215053 0.00000000
## 7328 198 GUK1 0.6872463 0.005215053 0.00000000
## 7329 198 ABL2 0.5324753 0.005215053 0.00000000
## 7330 198 MYLK -0.4373395 0.005215053 0.00000000
## 7331 198 UBE2E1 0.6603882 0.005215053 0.00000000
## 7332 198 CDK19 0.4481980 0.005215053 0.00000000
## 7333 198 ACOX1 0.7434649 0.005215053 0.00000000
## 7334 198 D2HGDH 0.4210243 0.005215053 0.00000000
## 7335 198 SLFN9 -0.7358762 0.005215053 0.00000000
## 7336 198 PIP5K1B 0.6834041 0.005215053 0.00000000
## 7337 198 SLFN8 -0.8898568 0.005215053 0.00000000
## 7338 198 SLFN5 -0.5983464 0.005215053 0.00000000
## 7339 198 FES -0.3553155 0.005215053 0.00000000
## 7340 198 D8ERTD82E -1.2649786 0.005215053 0.00000000
## 7341 198 WARS -1.1502333 0.005215053 0.00000000
## 7342 198 SLK -0.2902740 0.005215053 0.00000000
## 7343 198 PAK4 0.6483046 0.005215053 0.00000000
## 7344 198 CCT8L1 -0.4672705 0.005215053 0.00000000
## 7345 198 CDK12 -0.6747588 0.005215053 0.00000000
## 7346 198 ATP8B1 -2.1074006 0.005215053 0.00000000
## 7347 198 PAK1 1.3962107 0.005215053 0.00000000
## 7348 198 NSF 0.4565566 0.005215053 0.00000000
## 7349 198 KIF2A 0.5316378 0.005215053 0.00000000
## 7350 198 TRPM6 1.6483257 0.005215053 0.00000000
## 7351 198 SGK1 -1.4770505 0.005215053 0.00000000
## 7352 198 LIMK1 0.4970490 0.005215053 0.00000000
## 7353 198 PFKP -0.9427482 0.005215053 0.00000000
## 7354 198 PFKM 0.5475063 0.005215053 0.00000000
## 7355 198 DAPK2 -0.7563133 0.005215053 0.00000000
## 7356 198 MCM3 -0.6087740 0.005215053 0.00000000
## 7357 198 DAPK1 1.6371754 0.005215053 0.00000000
## 7358 198 PRKCB 2.0486665 0.005215053 0.00000000
## 7359 198 PRKD1 -1.5052004 0.005215053 0.00000000
## 7360 198 ATP6V1A 0.6504485 0.005215053 0.00000000
## 7361 198 PRKD2 -0.7877410 0.005215053 0.00000000
## 7362 198 ACVR2A -0.6891467 0.005215053 0.00000000
## 7363 198 HIPK3 0.4209051 0.005215053 0.00000000
## 7364 198 ERN1 0.7331847 0.005215053 0.00000000
## 7365 198 NRK -0.6364746 0.005215053 0.00000000
## 7366 198 FRK -0.6758771 0.005215053 0.00000000
## 7367 198 CAMK2G -0.8168753 0.005215053 0.00000000
## 7368 198 SHPK 0.6092769 0.005215053 0.00000000
## 7369 198 IGF1R 2.4527727 0.005215053 0.00000000
## 7370 198 CHD7 -0.8202826 0.005215053 0.00000000
## 7371 198 HSPA2 -1.3742968 0.005215053 0.00000000
## 7372 198 KIF4 -0.6865814 0.005215053 0.00000000
## 7373 198 SYN2 -0.5658542 0.005215053 0.00000000
## 7374 198 CAMK2D -0.4617771 0.005215053 0.00000000
## 7375 198 ETNK1 0.6799596 0.005215053 0.00000000
## 7376 198 DMGDH 0.3642489 0.005215053 0.00000000
## 7377 198 EHD1 -1.2720353 0.005215053 0.00000000
## 7378 198 EHD2 -1.5730829 0.005215053 0.00000000
## 7379 198 MSH6 0.4689760 0.005215053 0.00000000
## 7380 198 MSH3 0.7016900 0.005215053 0.00000000
## 7381 198 ABCA8B -0.6333920 0.005215053 0.00000000
## 7382 198 ABCA8A -1.0566883 0.005215053 0.00000000
## 7383 198 ICK 0.4702803 0.005215053 0.00000000
## 7384 198 JAK1 -0.8779357 0.005215053 0.00000000
## 7385 198 APAF1 -0.7626912 0.005215053 0.00000000
## 7386 198 ATP8A1 1.3527361 0.005215053 0.00000000
## 7387 87 CDK19 0.4481980 0.008146775 -0.96490128
## 7388 87 STK33 0.3537277 0.008146775 -0.96490128
## 7389 87 NRP1 -1.1412315 0.008146775 -0.96490128
## 7390 87 ACVRL1 0.5096903 0.008146775 -0.96490128
## 7391 87 STK38 0.7217430 0.008146775 -0.96490128
## 7392 87 PRKG1 1.1116695 0.008146775 -0.96490128
## 7393 87 TTN -0.6633600 0.008146775 -0.96490128
## 7394 87 FES -0.3553155 0.008146775 -0.96490128
## 7395 87 C230081A13RIK -0.8663054 0.008146775 -0.96490128
## 7396 87 D8ERTD82E -1.2649786 0.008146775 -0.96490128
## 7397 87 CTTNBP2 0.4650256 0.008146775 -0.96490128
## 7398 87 MAP3K5 -2.5823383 0.008146775 -0.96490128
## 7399 87 SLK -0.2902740 0.008146775 -0.96490128
## 7400 87 PAK4 0.6483046 0.008146775 -0.96490128
## 7401 87 MAP3K8 1.1640633 0.008146775 -0.96490128
## 7402 87 ILK -0.6476593 0.008146775 -0.96490128
## 7403 87 CDK12 -0.6747588 0.008146775 -0.96490128
## 7404 87 MLKL -1.5119558 0.008146775 -0.96490128
## 7405 87 PAK1 1.3962107 0.008146775 -0.96490128
## 7406 87 INSR 1.6754155 0.008146775 -0.96490128
## 7407 87 TRPM6 1.6483257 0.008146775 -0.96490128
## 7408 87 SGK1 -1.4770505 0.008146775 -0.96490128
## 7409 87 RET 1.1952974 0.008146775 -0.96490128
## 7410 87 LYN -0.7283980 0.008146775 -0.96490128
## 7411 87 LIMK1 0.4970490 0.008146775 -0.96490128
## 7412 87 PRKAB1 0.6792390 0.008146775 -0.96490128
## 7413 87 DAPK2 -0.7563133 0.008146775 -0.96490128
## 7414 87 DAPK1 1.6371754 0.008146775 -0.96490128
## 7415 87 PRKCB 2.0486665 0.008146775 -0.96490128
## 7416 87 PRKD1 -1.5052004 0.008146775 -0.96490128
## 7417 87 MAP4K3 -0.5015354 0.008146775 -0.96490128
## 7418 87 ACVR2A -0.6891467 0.008146775 -0.96490128
## 7419 87 PRKD2 -0.7877410 0.008146775 -0.96490128
## 7420 87 MAP4K4 -0.5546999 0.008146775 -0.96490128
## 7421 87 CCND1 -1.6451473 0.008146775 -0.96490128
## 7422 87 MAST2 0.3355945 0.008146775 -0.96490128
## 7423 87 HIPK3 0.4209051 0.008146775 -0.96490128
## 7424 87 ERN1 0.7331847 0.008146775 -0.96490128
## 7425 87 PDGFRA -0.5362066 0.008146775 -0.96490128
## 7426 87 MAPK9 0.6855507 0.008146775 -0.96490128
## 7427 87 NRK -0.6364746 0.008146775 -0.96490128
## 7428 87 MAP3K12 -0.5351272 0.008146775 -0.96490128
## 7429 87 FRK -0.6758771 0.008146775 -0.96490128
## 7430 87 FGFR3 -0.4419298 0.008146775 -0.96490128
## 7431 87 STK10 -1.6727581 0.008146775 -0.96490128
## 7432 87 CAMK2G -0.8168753 0.008146775 -0.96490128
## 7433 87 BMPR2 0.6590347 0.008146775 -0.96490128
## 7434 87 MAP4K2 0.4707371 0.008146775 -0.96490128
## 7435 87 CHEK2 -1.7097425 0.008146775 -0.96490128
## 7436 87 KIT -1.7946208 0.008146775 -0.96490128
## 7437 87 POLR2D 0.5681965 0.008146775 -0.96490128
## 7438 87 EPHB4 -0.8022917 0.008146775 -0.96490128
## 7439 87 EPHB1 -0.9398894 0.008146775 -0.96490128
## 7440 87 POLR2A 0.5441116 0.008146775 -0.96490128
## 7441 87 IGF1R 2.4527727 0.008146775 -0.96490128
## 7442 87 PTK2 -0.6527904 0.008146775 -0.96490128
## 7443 87 ZAP70 0.9691435 0.008146775 -0.96490128
## 7444 87 CAMK2D -0.4617771 0.008146775 -0.96490128
## 7445 87 PRKAA2 -0.4506602 0.008146775 -0.96490128
## 7446 87 TEC 0.8492222 0.008146775 -0.96490128
## 7447 87 MAP2K1 -0.4628798 0.008146775 -0.96490128
## 7448 87 TRIM28 -0.2401768 0.008146775 -0.96490128
## 7449 87 TGFBR2 0.9984773 0.008146775 -0.96490128
## 7450 87 TAOK3 -0.6618190 0.008146775 -0.96490128
## 7451 87 BMX 1.3892504 0.008146775 -0.96490128
## 7452 87 NPR1 -0.8931317 0.008146775 -0.96490128
## 7453 87 SMG1 -0.3758097 0.008146775 -0.96490128
## 7454 87 NPR2 -2.0769596 0.008146775 -0.96490128
## 7455 87 TRIM24 -0.4260120 0.008146775 -0.96490128
## 7456 87 RPS6KL1 -0.5315611 0.008146775 -0.96490128
## 7457 87 ICK 0.4702803 0.008146775 -0.96490128
## 7458 87 EPHA7 0.4314310 0.008146775 -0.96490128
## 7459 87 RPS6KA1 0.5728985 0.008146775 -0.96490128
## 7460 87 MAPK12 -0.3393402 0.008146775 -0.96490128
## 7461 87 FYN -1.6589775 0.008146775 -0.96490128
## 7462 87 RPS6KA2 -1.6764208 0.008146775 -0.96490128
## 7463 87 ULK1 0.4108861 0.008146775 -0.96490128
## 7464 87 GSK3B 0.4631170 0.008146775 -0.96490128
## 7465 87 TGFBR3 1.2105366 0.008146775 -0.96490128
## 7466 87 JAK1 -0.8779357 0.008146775 -0.96490128
## 7467 87 GRK4 0.5962996 0.008146775 -0.96490128
## 7468 87 CPNE3 0.4759086 0.008146775 -0.96490128
## 7469 87 TNK1 -0.2801580 0.008146775 -0.96490128
## 7470 87 GRK5 -0.7100614 0.008146775 -0.96490128
## 7471 87 ABL2 0.5324753 0.008146775 -0.96490128
## 7472 87 SRMS 0.3448742 0.008146775 -0.96490128
## 7473 87 MYLK -0.4373395 0.008146775 -0.96490128
## 7474 14 FRK -0.6758771 0.007788746 -1.06904497
## 7475 14 LYN -0.7283980 0.007788746 -1.06904497
## 7476 14 BMX 1.3892504 0.007788746 -1.06904497
## 7477 14 FES -0.3553155 0.007788746 -1.06904497
## 7478 14 C230081A13RIK -0.8663054 0.007788746 -1.06904497
## 7479 14 D8ERTD82E -1.2649786 0.007788746 -1.06904497
## 7480 14 PTK2 -0.6527904 0.007788746 -1.06904497
## 7481 14 FYN -1.6589775 0.007788746 -1.06904497
## 7482 14 ZAP70 0.9691435 0.007788746 -1.06904497
## 7483 14 JAK1 -0.8779357 0.007788746 -1.06904497
## 7484 14 TNK1 -0.2801580 0.007788746 -1.06904497
## 7485 14 ABL2 0.5324753 0.007788746 -1.06904497
## 7486 14 SRMS 0.3448742 0.007788746 -1.06904497
## 7487 14 TEC 0.8492222 0.007788746 -1.06904497
## 7488 50 ENAH -0.8317531 0.008627812 -0.84852814
## 7489 50 TLN1 -0.3368527 0.008627812 -0.84852814
## 7490 50 WASF3 0.2794549 0.008627812 -0.84852814
## 7491 50 MLPH 0.3636092 0.008627812 -0.84852814
## 7492 50 TNNC1 -3.5213602 0.008627812 -0.84852814
## 7493 50 MYO7A -0.6571930 0.008627812 -0.84852814
## 7494 50 UTRN 0.6515582 0.008627812 -0.84852814
## 7495 50 MTSS1L -0.7009616 0.008627812 -0.84852814
## 7496 50 ANG 1.7859395 0.008627812 -0.84852814
## 7497 50 AIF1L 1.0643010 0.008627812 -0.84852814
## 7498 50 MKL2 1.1871092 0.008627812 -0.84852814
## 7499 50 FMNL1 -1.7516041 0.008627812 -0.84852814
## 7500 50 CLMN -1.3734763 0.008627812 -0.84852814
## 7501 50 ENC1 1.1255786 0.008627812 -0.84852814
## 7502 50 VIL1 1.3599698 0.008627812 -0.84852814
## 7503 50 MYH7 -0.4684236 0.008627812 -0.84852814
## 7504 50 MYH6 -1.6087011 0.008627812 -0.84852814
## 7505 50 NEXN -2.7307544 0.008627812 -0.84852814
## 7506 50 FLNA -0.6730172 0.008627812 -0.84852814
## 7507 50 JMY 0.8235245 0.008627812 -0.84852814
## 7508 50 MYRIP 0.7350114 0.008627812 -0.84852814
## 7509 50 LIMCH1 0.4431912 0.008627812 -0.84852814
## 7510 50 EPS8L2 0.6975885 0.008627812 -0.84852814
## 7511 50 DST -0.9919195 0.008627812 -0.84852814
## 7512 50 DBN1 -0.3198132 0.008627812 -0.84852814
## 7513 50 PARVB 1.1023674 0.008627812 -0.84852814
## 7514 50 FHOD1 -0.5541577 0.008627812 -0.84852814
## 7515 50 PARVA -0.7543596 0.008627812 -0.84852814
## 7516 50 SHROOM1 1.6359607 0.008627812 -0.84852814
## 7517 50 SHROOM2 0.6032635 0.008627812 -0.84852814
## 7518 50 CNN3 -0.6783180 0.008627812 -0.84852814
## 7519 50 ABLIM3 -3.8146925 0.008627812 -0.84852814
## 7520 50 CALD1 -1.5895592 0.008627812 -0.84852814
## 7521 50 MYO9B -0.4576615 0.008627812 -0.84852814
## 7522 50 TPM2 -1.4312286 0.008627812 -0.84852814
## 7523 50 DAAM1 -0.5469234 0.008627812 -0.84852814
## 7524 50 MACF1 0.6852201 0.008627812 -0.84852814
## 7525 50 HIP1 0.8382696 0.008627812 -0.84852814
## 7526 50 PHACTR1 0.6381621 0.008627812 -0.84852814
## 7527 50 IPP 1.1727172 0.008627812 -0.84852814
## 7528 50 DIXDC1 1.7223422 0.008627812 -0.84852814
## 7529 50 BAIAP2L1 1.4627688 0.008627812 -0.84852814
## 7530 50 FSCN1 -2.4907292 0.008627812 -0.84852814
## 7531 50 TNNI3 -1.5804001 0.008627812 -0.84852814
## 7532 50 CORO1C -0.6524356 0.008627812 -0.84852814
## 7533 50 SYNE2 -0.8645887 0.008627812 -0.84852814
## 7534 50 CAPG 0.7958338 0.008627812 -0.84852814
## 7535 50 TMOD3 -0.4007371 0.008627812 -0.84852814
## 7536 50 MARCKS -1.6329781 0.008627812 -0.84852814
## 7537 50 MYLK -0.4373395 0.008627812 -0.84852814
## 7538 183 STK33 0.3537277 0.021966666 -0.22176638
## 7539 183 STK38 0.7217430 0.021966666 -0.22176638
## 7540 183 ADCY6 -0.7557491 0.021966666 -0.22176638
## 7541 183 PRKG1 1.1116695 0.021966666 -0.22176638
## 7542 183 TTN -0.6633600 0.021966666 -0.22176638
## 7543 183 C230081A13RIK -0.8663054 0.021966666 -0.22176638
## 7544 183 KIF13A -0.8553233 0.021966666 -0.22176638
## 7545 183 PRKAR2B 2.3890438 0.021966666 -0.22176638
## 7546 183 ACSS1 -0.8440275 0.021966666 -0.22176638
## 7547 183 MAP3K5 -2.5823383 0.021966666 -0.22176638
## 7548 183 ATP2B4 -1.8662842 0.021966666 -0.22176638
## 7549 183 OASL2 1.1346003 0.021966666 -0.22176638
## 7550 183 ILK -0.6476593 0.021966666 -0.22176638
## 7551 183 MAP3K8 1.1640633 0.021966666 -0.22176638
## 7552 183 MLKL -1.5119558 0.021966666 -0.22176638
## 7553 183 RAPGEF3 -0.7736624 0.021966666 -0.22176638
## 7554 183 INSR 1.6754155 0.021966666 -0.22176638
## 7555 183 RET 1.1952974 0.021966666 -0.22176638
## 7556 183 PDXK 1.9413063 0.021966666 -0.22176638
## 7557 183 MAGI1 -1.2213891 0.021966666 -0.22176638
## 7558 183 DARS -0.6545804 0.021966666 -0.22176638
## 7559 183 MTPAP 0.9192247 0.021966666 -0.22176638
## 7560 183 MYH7 -0.4684236 0.021966666 -0.22176638
## 7561 183 MYH6 -1.6087011 0.021966666 -0.22176638
## 7562 183 CLPX 0.5433126 0.021966666 -0.22176638
## 7563 183 MAP4K3 -0.5015354 0.021966666 -0.22176638
## 7564 183 NME5 0.7192744 0.021966666 -0.22176638
## 7565 183 MAP4K4 -0.5546999 0.021966666 -0.22176638
## 7566 183 GLUL 1.5535760 0.021966666 -0.22176638
## 7567 183 NME3 0.5649069 0.021966666 -0.22176638
## 7568 183 ABCB1A 1.6552951 0.021966666 -0.22176638
## 7569 183 NAV1 -0.3825694 0.021966666 -0.22176638
## 7570 183 RFK 0.4079293 0.021966666 -0.22176638
## 7571 183 ATP2C1 0.5672868 0.021966666 -0.22176638
## 7572 183 ABCB1B -1.9325711 0.021966666 -0.22176638
## 7573 183 ATP9A -1.4010882 0.021966666 -0.22176638
## 7574 183 PDGFRA -0.5362066 0.021966666 -0.22176638
## 7575 183 MAPK9 0.6855507 0.021966666 -0.22176638
## 7576 183 FLAD1 -0.2378469 0.021966666 -0.22176638
## 7577 183 MYO18A -0.9866570 0.021966666 -0.22176638
## 7578 183 SMARCA2 0.6933511 0.021966666 -0.22176638
## 7579 183 PCCA 1.4069716 0.021966666 -0.22176638
## 7580 183 PRPS2 -1.5910835 0.021966666 -0.22176638
## 7581 183 CHKA 1.4240635 0.021966666 -0.22176638
## 7582 183 CLCN3 0.4268344 0.021966666 -0.22176638
## 7583 183 FGFR3 -0.4419298 0.021966666 -0.22176638
## 7584 183 PFKFB3 -1.0800079 0.021966666 -0.22176638
## 7585 183 STK10 -1.6727581 0.021966666 -0.22176638
## 7586 183 MAP4K2 0.4707371 0.021966666 -0.22176638
## 7587 183 UBA7 -0.4355246 0.021966666 -0.22176638
## 7588 183 BMPR2 0.6590347 0.021966666 -0.22176638
## 7589 183 CTPS2 0.5610990 0.021966666 -0.22176638
## 7590 183 TIMP4 -5.2487548 0.021966666 -0.22176638
## 7591 183 MYO9B -0.4576615 0.021966666 -0.22176638
## 7592 183 CHEK2 -1.7097425 0.021966666 -0.22176638
## 7593 183 OAS2 -1.0145345 0.021966666 -0.22176638
## 7594 183 EPHB4 -0.8022917 0.021966666 -0.22176638
## 7595 183 EPHB1 -0.9398894 0.021966666 -0.22176638
## 7596 183 ABCA5 0.6077066 0.021966666 -0.22176638
## 7597 183 PTK2 -0.6527904 0.021966666 -0.22176638
## 7598 183 ZAP70 0.9691435 0.021966666 -0.22176638
## 7599 183 ENTPD1 0.8515158 0.021966666 -0.22176638
## 7600 183 DHX58 0.6225685 0.021966666 -0.22176638
## 7601 183 TEC 0.8492222 0.021966666 -0.22176638
## 7602 183 MAP2K1 -0.4628798 0.021966666 -0.22176638
## 7603 183 TGFBR2 0.9984773 0.021966666 -0.22176638
## 7604 183 TAOK3 -0.6618190 0.021966666 -0.22176638
## 7605 183 SACS -0.3482688 0.021966666 -0.22176638
## 7606 183 BMX 1.3892504 0.021966666 -0.22176638
## 7607 183 AK3 0.6024714 0.021966666 -0.22176638
## 7608 183 ATP11B 0.8076871 0.021966666 -0.22176638
## 7609 183 SMG1 -0.3758097 0.021966666 -0.22176638
## 7610 183 ATAD2 -0.6929998 0.021966666 -0.22176638
## 7611 183 ATP11A 0.5015364 0.021966666 -0.22176638
## 7612 183 YTHDC2 0.4861750 0.021966666 -0.22176638
## 7613 183 ABCG3 0.9457426 0.021966666 -0.22176638
## 7614 183 ATP13A5 0.3757767 0.021966666 -0.22176638
## 7615 183 RPS6KL1 -0.5315611 0.021966666 -0.22176638
## 7616 183 ABCG2 1.4057210 0.021966666 -0.22176638
## 7617 183 EPHA7 0.4314310 0.021966666 -0.22176638
## 7618 183 MYO10 -0.6895434 0.021966666 -0.22176638
## 7619 183 KCNJ8 -0.6850658 0.021966666 -0.22176638
## 7620 183 ULK1 0.4108861 0.021966666 -0.22176638
## 7621 183 TNK1 -0.2801580 0.021966666 -0.22176638
## 7622 183 RAD54B 2.6843510 0.021966666 -0.22176638
## 7623 183 GRK4 0.5962996 0.021966666 -0.22176638
## 7624 183 DHX40 0.8499657 0.021966666 -0.22176638
## 7625 183 THNSL1 0.4834016 0.021966666 -0.22176638
## 7626 183 GRK5 -0.7100614 0.021966666 -0.22176638
## 7627 183 ABL2 0.5324753 0.021966666 -0.22176638
## 7628 183 CLCN7 0.9289438 0.021966666 -0.22176638
## 7629 183 GUK1 0.6872463 0.021966666 -0.22176638
## 7630 183 SRMS 0.3448742 0.021966666 -0.22176638
## 7631 183 MYLK -0.4373395 0.021966666 -0.22176638
## 7632 183 UBE2E1 0.6603882 0.021966666 -0.22176638
## 7633 183 CDK19 0.4481980 0.021966666 -0.22176638
## 7634 183 ACVRL1 0.5096903 0.021966666 -0.22176638
## 7635 183 SLFN9 -0.7358762 0.021966666 -0.22176638
## 7636 183 MYO7A -0.6571930 0.021966666 -0.22176638
## 7637 183 UBE2G1 0.5678616 0.021966666 -0.22176638
## 7638 183 ATP10A 4.1988042 0.021966666 -0.22176638
## 7639 183 PIP5K1B 0.6834041 0.021966666 -0.22176638
## 7640 183 SLFN8 -0.8898568 0.021966666 -0.22176638
## 7641 183 ATP10D 0.7066596 0.021966666 -0.22176638
## 7642 183 SLFN5 -0.5983464 0.021966666 -0.22176638
## 7643 183 MLH3 1.0769990 0.021966666 -0.22176638
## 7644 183 FES -0.3553155 0.021966666 -0.22176638
## 7645 183 PMVK 0.6296506 0.021966666 -0.22176638
## 7646 183 D8ERTD82E -1.2649786 0.021966666 -0.22176638
## 7647 183 WARS -1.1502333 0.021966666 -0.22176638
## 7648 183 SLK -0.2902740 0.021966666 -0.22176638
## 7649 183 PAK4 0.6483046 0.021966666 -0.22176638
## 7650 183 CCT8L1 -0.4672705 0.021966666 -0.22176638
## 7651 183 CDK12 -0.6747588 0.021966666 -0.22176638
## 7652 183 ATP8B1 -2.1074006 0.021966666 -0.22176638
## 7653 183 SLC22A5 0.5032908 0.021966666 -0.22176638
## 7654 183 PAK1 1.3962107 0.021966666 -0.22176638
## 7655 183 TOP2A -0.5110453 0.021966666 -0.22176638
## 7656 183 TARSL2 0.9328483 0.021966666 -0.22176638
## 7657 183 NSF 0.4565566 0.021966666 -0.22176638
## 7658 183 KIF2A 0.5316378 0.021966666 -0.22176638
## 7659 183 TRPM6 1.6483257 0.021966666 -0.22176638
## 7660 183 SGK1 -1.4770505 0.021966666 -0.22176638
## 7661 183 LYN -0.7283980 0.021966666 -0.22176638
## 7662 183 LIMK1 0.4970490 0.021966666 -0.22176638
## 7663 183 PFKP -0.9427482 0.021966666 -0.22176638
## 7664 183 PDE10A -0.6455607 0.021966666 -0.22176638
## 7665 183 PFKM 0.5475063 0.021966666 -0.22176638
## 7666 183 MCM3 -0.6087740 0.021966666 -0.22176638
## 7667 183 DAPK2 -0.7563133 0.021966666 -0.22176638
## 7668 183 DAPK1 1.6371754 0.021966666 -0.22176638
## 7669 183 PRKCB 2.0486665 0.021966666 -0.22176638
## 7670 183 PRKD1 -1.5052004 0.021966666 -0.22176638
## 7671 183 ATP6V1A 0.6504485 0.021966666 -0.22176638
## 7672 183 PRKD2 -0.7877410 0.021966666 -0.22176638
## 7673 183 ACVR2A -0.6891467 0.021966666 -0.22176638
## 7674 183 MAST2 0.3355945 0.021966666 -0.22176638
## 7675 183 HIPK3 0.4209051 0.021966666 -0.22176638
## 7676 183 ADK 1.7241557 0.021966666 -0.22176638
## 7677 183 ERN1 0.7331847 0.021966666 -0.22176638
## 7678 183 NRK -0.6364746 0.021966666 -0.22176638
## 7679 183 MAP3K12 -0.5351272 0.021966666 -0.22176638
## 7680 183 FRK -0.6758771 0.021966666 -0.22176638
## 7681 183 CAMK2G -0.8168753 0.021966666 -0.22176638
## 7682 183 SHPK 0.6092769 0.021966666 -0.22176638
## 7683 183 KIT -1.7946208 0.021966666 -0.22176638
## 7684 183 IGF1R 2.4527727 0.021966666 -0.22176638
## 7685 183 CHD7 -0.8202826 0.021966666 -0.22176638
## 7686 183 HSPA2 -1.3742968 0.021966666 -0.22176638
## 7687 183 KIF4 -0.6865814 0.021966666 -0.22176638
## 7688 183 SYN2 -0.5658542 0.021966666 -0.22176638
## 7689 183 CAMK2D -0.4617771 0.021966666 -0.22176638
## 7690 183 ETNK1 0.6799596 0.021966666 -0.22176638
## 7691 183 PRKAA2 -0.4506602 0.021966666 -0.22176638
## 7692 183 EHD1 -1.2720353 0.021966666 -0.22176638
## 7693 183 PAPSS1 0.6030723 0.021966666 -0.22176638
## 7694 183 PAPSS2 -3.5728181 0.021966666 -0.22176638
## 7695 183 EHD2 -1.5730829 0.021966666 -0.22176638
## 7696 183 ACSL3 2.4464795 0.021966666 -0.22176638
## 7697 183 ACSL6 0.3600899 0.021966666 -0.22176638
## 7698 183 ACSL5 -0.3634335 0.021966666 -0.22176638
## 7699 183 MSH6 0.4689760 0.021966666 -0.22176638
## 7700 183 ACTC1 -3.4079863 0.021966666 -0.22176638
## 7701 183 MSH3 0.7016900 0.021966666 -0.22176638
## 7702 183 ABCA8B -0.6333920 0.021966666 -0.22176638
## 7703 183 ABCA8A -1.0566883 0.021966666 -0.22176638
## 7704 183 NPR1 -0.8931317 0.021966666 -0.22176638
## 7705 183 ATP1A1 0.6178691 0.021966666 -0.22176638
## 7706 183 NPR2 -2.0769596 0.021966666 -0.22176638
## 7707 183 KHK 0.6697292 0.021966666 -0.22176638
## 7708 183 ABCC9 -0.5831183 0.021966666 -0.22176638
## 7709 183 ICK 0.4702803 0.021966666 -0.22176638
## 7710 183 MAPK12 -0.3393402 0.021966666 -0.22176638
## 7711 183 RPS6KA1 0.5728985 0.021966666 -0.22176638
## 7712 183 FYN -1.6589775 0.021966666 -0.22176638
## 7713 183 RPS6KA2 -1.6764208 0.021966666 -0.22176638
## 7714 183 GSK3B 0.4631170 0.021966666 -0.22176638
## 7715 183 JAK1 -0.8779357 0.021966666 -0.22176638
## 7716 183 ABCC4 1.9315770 0.021966666 -0.22176638
## 7717 183 APAF1 -0.7626912 0.021966666 -0.22176638
## 7718 183 ABCC5 -0.8480902 0.021966666 -0.22176638
## 7719 183 ATP8A1 1.3527361 0.021966666 -0.22176638
## 7720 183 ABCC6 0.3571941 0.021966666 -0.22176638
## 7721 442 GDA -2.8644980 0.024783874 1.23669388
## 7722 442 CDIPT -0.7031981 0.024783874 1.23669388
## 7723 442 LTBP1 -1.7956945 0.024783874 1.23669388
## 7724 442 PTGS2 3.0743014 0.024783874 1.23669388
## 7725 442 PTGS1 -1.0167608 0.024783874 1.23669388
## 7726 442 FSTL1 -1.4887532 0.024783874 1.23669388
## 7727 442 MYLIP -0.9352888 0.024783874 1.23669388
## 7728 442 RORA 0.7023584 0.024783874 1.23669388
## 7729 442 ITSN1 0.4589041 0.024783874 1.23669388
## 7730 442 FAH -0.5426567 0.024783874 1.23669388
## 7731 442 MAP3K5 -2.5823383 0.024783874 1.23669388
## 7732 442 CH25H 2.6691050 0.024783874 1.23669388
## 7733 442 MAP3K8 1.1640633 0.024783874 1.23669388
## 7734 442 AIF1L 1.0643010 0.024783874 1.23669388
## 7735 442 DDAH1 2.2459707 0.024783874 1.23669388
## 7736 442 ADAM9 -0.4837100 0.024783874 1.23669388
## 7737 442 CDH23 -1.1805802 0.024783874 1.23669388
## 7738 442 CYP1A1 -1.5564060 0.024783874 1.23669388
## 7739 442 RXRA -0.3709072 0.024783874 1.23669388
## 7740 442 ZHX1 0.5367889 0.024783874 1.23669388
## 7741 442 F8 -0.5775755 0.024783874 1.23669388
## 7742 442 COLEC11 -0.4511480 0.024783874 1.23669388
## 7743 442 CYP2E1 2.4913518 0.024783874 1.23669388
## 7744 442 ADAMTS9 -2.5714289 0.024783874 1.23669388
## 7745 442 NME3 0.5649069 0.024783874 1.23669388
## 7746 442 NAPEPLD 1.9493891 0.024783874 1.23669388
## 7747 442 F5 1.0342927 0.024783874 1.23669388
## 7748 442 UNC13C 0.5117994 0.024783874 1.23669388
## 7749 442 ADAMTS5 -1.9192924 0.024783874 1.23669388
## 7750 442 KCNJ2 0.9502635 0.024783874 1.23669388
## 7751 442 DIDO1 -0.3183708 0.024783874 1.23669388
## 7752 442 DAGLA 0.2561199 0.024783874 1.23669388
## 7753 442 LPCAT1 -0.7165066 0.024783874 1.23669388
## 7754 442 PIR 2.3707597 0.024783874 1.23669388
## 7755 442 ZDHHC9 0.9178260 0.024783874 1.23669388
## 7756 442 CASZ1 -0.4007014 0.024783874 1.23669388
## 7757 442 FAHD2A 0.6383133 0.024783874 1.23669388
## 7758 442 DHX58 0.6225685 0.024783874 1.23669388
## 7759 442 GPD2 1.8567918 0.024783874 1.23669388
## 7760 442 ASXL3 -1.2067262 0.024783874 1.23669388
## 7761 442 MGAT4A -1.8612474 0.024783874 1.23669388
## 7762 442 PCDH10 0.2447438 0.024783874 1.23669388
## 7763 442 TGFBR2 0.9984773 0.024783874 1.23669388
## 7764 442 ATP11B 0.8076871 0.024783874 1.23669388
## 7765 442 ATP11A 0.5015364 0.024783874 1.23669388
## 7766 442 PCDH12 -1.4947782 0.024783874 1.23669388
## 7767 442 PCDH17 -2.0914267 0.024783874 1.23669388
## 7768 442 KCNJ8 -0.6850658 0.024783874 1.23669388
## 7769 442 TRPS1 0.9810747 0.024783874 1.23669388
## 7770 442 TRAFD1 -0.6052974 0.024783874 1.23669388
## 7771 442 CACHD1 1.0923425 0.024783874 1.23669388
## 7772 442 ZNFX1 -0.4673611 0.024783874 1.23669388
## 7773 442 CYP2J6 -0.9309146 0.024783874 1.23669388
## 7774 442 ATP10A 4.1988042 0.024783874 1.23669388
## 7775 442 ATP10D 0.7066596 0.024783874 1.23669388
## 7776 442 MMP25 0.3999529 0.024783874 1.23669388
## 7777 442 SMAP1 0.6551348 0.024783874 1.23669388
## 7778 442 GUCY1A2 -0.5579338 0.024783874 1.23669388
## 7779 442 ZFP354A 1.2591820 0.024783874 1.23669388
## 7780 442 MICAL1 0.3486104 0.024783874 1.23669388
## 7781 442 SLC22A5 0.5032908 0.024783874 1.23669388
## 7782 442 ZFP354B 0.7227799 0.024783874 1.23669388
## 7783 442 MBLAC2 1.4534448 0.024783874 1.23669388
## 7784 442 ZDHHC2 -1.3864795 0.024783874 1.23669388
## 7785 442 AR -1.1537604 0.024783874 1.23669388
## 7786 442 CAR14 1.3789976 0.024783874 1.23669388
## 7787 442 MICAL2 -1.1802852 0.024783874 1.23669388
## 7788 442 SLC3A2 2.0731455 0.024783874 1.23669388
## 7789 442 PDE10A -0.6455607 0.024783874 1.23669388
## 7790 442 CLIC1 -0.5963828 0.024783874 1.23669388
## 7791 442 MMP15 -1.4652837 0.024783874 1.23669388
## 7792 442 ZSWIM1 1.4144438 0.024783874 1.23669388
## 7793 442 MYRIP 0.7350114 0.024783874 1.23669388
## 7794 442 MAST2 0.3355945 0.024783874 1.23669388
## 7795 442 GUCY1B3 -0.7307321 0.024783874 1.23669388
## 7796 442 EGFL8 0.7083324 0.024783874 1.23669388
## 7797 442 NKD1 3.3228355 0.024783874 1.23669388
## 7798 442 SORD 0.5704929 0.024783874 1.23669388
## 7799 442 TBC1D9 -0.5675936 0.024783874 1.23669388
## 7800 442 FHL1 -0.7671229 0.024783874 1.23669388
## 7801 442 TRIM16 1.0265202 0.024783874 1.23669388
## 7802 442 EEA1 -0.3566612 0.024783874 1.23669388
## 7803 442 NECAB3 -0.2226489 0.024783874 1.23669388
## 7804 442 TCEA3 0.5083359 0.024783874 1.23669388
## 7805 442 PCDHB16 -0.5630452 0.024783874 1.23669388
## 7806 442 PKD2 -0.6848571 0.024783874 1.23669388
## 7807 442 PPP3CC 0.7898093 0.024783874 1.23669388
## 7808 442 ACSL3 2.4464795 0.024783874 1.23669388
## 7809 442 ACSL6 0.3600899 0.024783874 1.23669388
## 7810 442 ACSL5 -0.3634335 0.024783874 1.23669388
## 7811 442 BRD1 -0.3637327 0.024783874 1.23669388
## 7812 442 TRIM28 -0.2401768 0.024783874 1.23669388
## 7813 442 FADS3 -1.5897039 0.024783874 1.23669388
## 7814 442 PHF10 0.7286142 0.024783874 1.23669388
## 7815 442 NID1 -1.3734728 0.024783874 1.23669388
## 7816 442 TRIM24 -0.4260120 0.024783874 1.23669388
## 7817 442 PHYH 1.1297593 0.024783874 1.23669388
## 7818 442 CABYR 0.7507259 0.024783874 1.23669388
## 7819 442 CDH13 -2.2703880 0.024783874 1.23669388
## 7820 442 RPS6KA1 0.5728985 0.024783874 1.23669388
## 7821 442 GLA 0.6136858 0.024783874 1.23669388
## 7822 442 RPS6KA2 -1.6764208 0.024783874 1.23669388
## 7823 442 AOX1 0.4180435 0.024783874 1.23669388
## 7824 442 LRP8 3.3563987 0.024783874 1.23669388
## 7825 442 CP 3.0784531 0.024783874 1.23669388
## 7826 442 NR5A2 -0.7327046 0.024783874 1.23669388
## 7827 442 MEGF6 0.2414265 0.024783874 1.23669388
## 7828 442 STK38 0.7217430 0.024783874 1.23669388
## 7829 442 LMO2 1.1218058 0.024783874 1.23669388
## 7830 442 TNNC1 -3.5213602 0.024783874 1.23669388
## 7831 442 ATOX1 1.2381989 0.024783874 1.23669388
## 7832 442 LMO7 -0.7436161 0.024783874 1.23669388
## 7833 442 ZXDB 0.2640934 0.024783874 1.23669388
## 7834 442 CAR5A 0.8574456 0.024783874 1.23669388
## 7835 442 ZIC1 0.2437727 0.024783874 1.23669388
## 7836 442 IL17RD 0.8236271 0.024783874 1.23669388
## 7837 442 ZIC3 3.9539621 0.024783874 1.23669388
## 7838 442 LNX1 -1.7663676 0.024783874 1.23669388
## 7839 442 ZIC2 1.5903616 0.024783874 1.23669388
## 7840 442 ASPA -2.0908172 0.024783874 1.23669388
## 7841 442 RNF141 0.8182445 0.024783874 1.23669388
## 7842 442 CYGB -0.4656836 0.024783874 1.23669388
## 7843 442 LONRF3 1.4401994 0.024783874 1.23669388
## 7844 442 ASPH -1.0012558 0.024783874 1.23669388
## 7845 442 MB -1.7171237 0.024783874 1.23669388
## 7846 442 RET 1.1952974 0.024783874 1.23669388
## 7847 442 PDXK 1.9413063 0.024783874 1.23669388
## 7848 442 NUDT4 -1.2717077 0.024783874 1.23669388
## 7849 442 NRD1 0.4015179 0.024783874 1.23669388
## 7850 442 TECR 0.8028654 0.024783874 1.23669388
## 7851 442 MIB1 -0.2899698 0.024783874 1.23669388
## 7852 442 RASGRF2 -2.0588121 0.024783874 1.23669388
## 7853 442 RFK 0.4079293 0.024783874 1.23669388
## 7854 442 ATP9A -1.4010882 0.024783874 1.23669388
## 7855 442 PDE5A 0.8969331 0.024783874 1.23669388
## 7856 442 SLC40A1 4.5186054 0.024783874 1.23669388
## 7857 442 XDH -0.5822439 0.024783874 1.23669388
## 7858 442 EXTL3 1.8057934 0.024783874 1.23669388
## 7859 442 ADHFE1 -1.3859644 0.024783874 1.23669388
## 7860 442 ADAMTSL2 0.3110116 0.024783874 1.23669388
## 7861 442 BMPR2 0.6590347 0.024783874 1.23669388
## 7862 442 CXXC4 -0.4424631 0.024783874 1.23669388
## 7863 442 KCNA5 -2.9110702 0.024783874 1.23669388
## 7864 442 TTYH3 -0.5635840 0.024783874 1.23669388
## 7865 442 TTYH2 1.3580564 0.024783874 1.23669388
## 7866 442 OTUD7B 0.5804516 0.024783874 1.23669388
## 7867 442 RNF168 0.4875635 0.024783874 1.23669388
## 7868 442 FGD6 0.8087772 0.024783874 1.23669388
## 7869 442 TEC 0.8492222 0.024783874 1.23669388
## 7870 442 CACNA2D1 -0.4306334 0.024783874 1.23669388
## 7871 442 VAV3 -3.2720604 0.024783874 1.23669388
## 7872 442 ADAM23 -1.0844037 0.024783874 1.23669388
## 7873 442 EFEMP2 0.7866735 0.024783874 1.23669388
## 7874 442 KCNB1 -1.0854138 0.024783874 1.23669388
## 7875 442 SMG1 -0.3758097 0.024783874 1.23669388
## 7876 442 MYL12B 0.2076979 0.024783874 1.23669388
## 7877 442 S100B 0.3014963 0.024783874 1.23669388
## 7878 442 EBF3 -2.3783256 0.024783874 1.23669388
## 7879 442 FREM2 0.8510785 0.024783874 1.23669388
## 7880 442 ZIC5 0.5712473 0.024783874 1.23669388
## 7881 442 RNF157 -0.5555226 0.024783874 1.23669388
## 7882 442 HIVEP1 0.5239976 0.024783874 1.23669388
## 7883 442 ADAM22 -0.5795833 0.024783874 1.23669388
## 7884 442 ABL2 0.5324753 0.024783874 1.23669388
## 7885 442 CACNA1A 0.7432564 0.024783874 1.23669388
## 7886 442 KDM6A 0.5337429 0.024783874 1.23669388
## 7887 442 CLSTN1 0.4104121 0.024783874 1.23669388
## 7888 442 SC4MOL 0.8632766 0.024783874 1.23669388
## 7889 442 GLB1 0.8052082 0.024783874 1.23669388
## 7890 442 HMOX2 -0.4664666 0.024783874 1.23669388
## 7891 442 TRIM2 -0.8255637 0.024783874 1.23669388
## 7892 442 TRIM3 -0.5148792 0.024783874 1.23669388
## 7893 442 RNF103 0.9922934 0.024783874 1.23669388
## 7894 442 CAT 0.6619803 0.024783874 1.23669388
## 7895 442 GM5595 0.8080354 0.024783874 1.23669388
## 7896 442 IMPDH1 0.7050896 0.024783874 1.23669388
## 7897 442 ZFP551 0.6004542 0.024783874 1.23669388
## 7898 442 TRPM6 1.6483257 0.024783874 1.23669388
## 7899 442 LIMK1 0.4970490 0.024783874 1.23669388
## 7900 442 MBNL2 -0.7549499 0.024783874 1.23669388
## 7901 442 VAT1 1.2598953 0.024783874 1.23669388
## 7902 442 PGM2L1 -0.4994141 0.024783874 1.23669388
## 7903 442 ARL3 0.4874493 0.024783874 1.23669388
## 7904 442 2700081O15RIK -0.4407988 0.024783874 1.23669388
## 7905 442 LIMCH1 0.4431912 0.024783874 1.23669388
## 7906 442 ERN1 0.7331847 0.024783874 1.23669388
## 7907 442 PPM1L 0.6600464 0.024783874 1.23669388
## 7908 442 PDE9A -0.4640368 0.024783874 1.23669388
## 7909 442 CASQ2 -1.1641037 0.024783874 1.23669388
## 7910 442 GALNT1 -0.7574924 0.024783874 1.23669388
## 7911 442 ABLIM3 -3.8146925 0.024783874 1.23669388
## 7912 442 CABP1 -1.1372441 0.024783874 1.23669388
## 7913 442 EGLN3 -0.7357847 0.024783874 1.23669388
## 7914 442 ADH5 0.5465136 0.024783874 1.23669388
## 7915 442 NR3C2 0.8578552 0.024783874 1.23669388
## 7916 442 EGLN1 -0.5128686 0.024783874 1.23669388
## 7917 442 NR3C1 0.3773807 0.024783874 1.23669388
## 7918 442 CDH2 1.2832653 0.024783874 1.23669388
## 7919 442 CDKAL1 -0.6108402 0.024783874 1.23669388
## 7920 442 CDH5 -0.5147797 0.024783874 1.23669388
## 7921 442 DPF1 -0.2116084 0.024783874 1.23669388
## 7922 442 ADPRHL1 -0.2389547 0.024783874 1.23669388
## 7923 442 PRRG3 -1.2160902 0.024783874 1.23669388
## 7924 442 PRRG4 -1.7520030 0.024783874 1.23669388
## 7925 442 ADH1 -1.4011037 0.024783874 1.23669388
## 7926 442 KDM3A 0.6713225 0.024783874 1.23669388
## 7927 442 EHD1 -1.2720353 0.024783874 1.23669388
## 7928 442 EHD2 -1.5730829 0.024783874 1.23669388
## 7929 442 RNF144A -2.1981773 0.024783874 1.23669388
## 7930 442 RNF144B 1.7338390 0.024783874 1.23669388
## 7931 442 WDFY2 -0.6174388 0.024783874 1.23669388
## 7932 442 ADARB1 -1.9644016 0.024783874 1.23669388
## 7933 442 SLC12A2 -1.4221903 0.024783874 1.23669388
## 7934 442 FBN1 -1.3404195 0.024783874 1.23669388
## 7935 442 CREB5 -1.7745914 0.024783874 1.23669388
## 7936 442 IDO1 -0.5535398 0.024783874 1.23669388
## 7937 442 FUCA2 1.2946119 0.024783874 1.23669388
## 7938 442 TAB2 0.5390739 0.024783874 1.23669388
## 7939 442 TAB3 0.7712466 0.024783874 1.23669388
## 7940 442 ICK 0.4702803 0.024783874 1.23669388
## 7941 442 ZFP677 0.6833924 0.024783874 1.23669388
## 7942 442 RCN1 -1.3482131 0.024783874 1.23669388
## 7943 442 GCA 1.7133449 0.024783874 1.23669388
## 7944 442 S100A6 -3.0633758 0.024783874 1.23669388
## 7945 442 ATP1B2 -1.1594880 0.024783874 1.23669388
## 7946 442 ADCY6 -0.7557491 0.024783874 1.23669388
## 7947 442 UTRN 0.6515582 0.024783874 1.23669388
## 7948 442 PDLIM3 -0.8876939 0.024783874 1.23669388
## 7949 442 PDLIM1 -3.7528403 0.024783874 1.23669388
## 7950 442 SLC26A10 -1.4746977 0.024783874 1.23669388
## 7951 442 TPD52 1.5709770 0.024783874 1.23669388
## 7952 442 ZNRF3 1.4896919 0.024783874 1.23669388
## 7953 442 BC026585 -0.4919124 0.024783874 1.23669388
## 7954 442 PLOD1 -1.2735173 0.024783874 1.23669388
## 7955 442 NT5C2 1.7174760 0.024783874 1.23669388
## 7956 442 NGFRAP1 0.8418163 0.024783874 1.23669388
## 7957 442 GGTA1 -1.1481923 0.024783874 1.23669388
## 7958 442 POLK 2.3698924 0.024783874 1.23669388
## 7959 442 SCN2A1 0.3935116 0.024783874 1.23669388
## 7960 442 ZFP827 -1.5508698 0.024783874 1.23669388
## 7961 442 PGM5 1.9231251 0.024783874 1.23669388
## 7962 442 UHRF2 -0.5309022 0.024783874 1.23669388
## 7963 442 BAZ1A -1.1593510 0.024783874 1.23669388
## 7964 442 ZFP462 -1.1211281 0.024783874 1.23669388
## 7965 442 ATP2C1 0.5672868 0.024783874 1.23669388
## 7966 442 ACAP2 -0.3690319 0.024783874 1.23669388
## 7967 442 PRDM5 1.3695664 0.024783874 1.23669388
## 7968 442 PRDM1 -1.0592437 0.024783874 1.23669388
## 7969 442 TGFB1I1 -0.9829797 0.024783874 1.23669388
## 7970 442 CLCN3 0.4268344 0.024783874 1.23669388
## 7971 442 ENPP2 1.6751688 0.024783874 1.23669388
## 7972 442 ENPP3 -2.5999655 0.024783874 1.23669388
## 7973 442 ASAP2 -1.5758740 0.024783874 1.23669388
## 7974 442 SFXN1 -0.8271473 0.024783874 1.23669388
## 7975 442 ZNRD1 0.2680855 0.024783874 1.23669388
## 7976 442 MYO9B -0.4576615 0.024783874 1.23669388
## 7977 442 RFFL -0.3729210 0.024783874 1.23669388
## 7978 442 CHEK2 -1.7097425 0.024783874 1.23669388
## 7979 442 ASAP3 0.8332254 0.024783874 1.23669388
## 7980 442 MACF1 0.6852201 0.024783874 1.23669388
## 7981 442 IDH2 -0.6563943 0.024783874 1.23669388
## 7982 442 SLC31A1 3.3399076 0.024783874 1.23669388
## 7983 442 CRIP1 -0.6938451 0.024783874 1.23669388
## 7984 442 ZBTB46 -0.5294186 0.024783874 1.23669388
## 7985 442 SCD2 1.4493419 0.024783874 1.23669388
## 7986 442 BMP1 -0.5384685 0.024783874 1.23669388
## 7987 442 ZFP600 -0.2955049 0.024783874 1.23669388
## 7988 442 ZFP449 0.3627340 0.024783874 1.23669388
## 7989 442 RYBP 0.7918656 0.024783874 1.23669388
## 7990 442 S100A10 -1.7768971 0.024783874 1.23669388
## 7991 442 CSRP2 1.7212702 0.024783874 1.23669388
## 7992 442 CSRP3 -0.9135559 0.024783874 1.23669388
## 7993 442 ATP13A5 0.3757767 0.024783874 1.23669388
## 7994 442 CYP4B1 -2.4019783 0.024783874 1.23669388
## 7995 442 CBLB -1.0784070 0.024783874 1.23669388
## 7996 442 PLA2G4A 3.0518281 0.024783874 1.23669388
## 7997 442 ZFP442 0.6289164 0.024783874 1.23669388
## 7998 442 RNF7 0.3447189 0.024783874 1.23669388
## 7999 442 GBE1 1.8989464 0.024783874 1.23669388
## 8000 442 DCP2 0.4280109 0.024783874 1.23669388
## 8001 442 BCL6B -1.3846537 0.024783874 1.23669388
## 8002 442 RHEB 0.5187213 0.024783874 1.23669388
## 8003 442 CLCN7 0.9289438 0.024783874 1.23669388
## 8004 442 KLF3 -0.3085208 0.024783874 1.23669388
## 8005 442 ARSB 0.5514100 0.024783874 1.23669388
## 8006 442 KCNJ15 -0.3255041 0.024783874 1.23669388
## 8007 442 STEAP4 -1.0645719 0.024783874 1.23669388
## 8008 442 PPARD 0.6858954 0.024783874 1.23669388
## 8009 442 PXDN -3.3473042 0.024783874 1.23669388
## 8010 442 ZCCHC24 -0.6847723 0.024783874 1.23669388
## 8011 442 ACVRL1 0.5096903 0.024783874 1.23669388
## 8012 442 COPS5 0.7501437 0.024783874 1.23669388
## 8013 442 PPARG -3.6760365 0.024783874 1.23669388
## 8014 442 SOBP 0.7320054 0.024783874 1.23669388
## 8015 442 FANCL 0.5075722 0.024783874 1.23669388
## 8016 442 CYP39A1 1.0527763 0.024783874 1.23669388
## 8017 442 NEURL1B -0.5717932 0.024783874 1.23669388
## 8018 442 NOS2 -0.7167468 0.024783874 1.23669388
## 8019 442 COX17 0.3636993 0.024783874 1.23669388
## 8020 442 ZFP423 1.0518942 0.024783874 1.23669388
## 8021 442 ADAM10 0.4370403 0.024783874 1.23669388
## 8022 442 VIL1 1.3599698 0.024783874 1.23669388
## 8023 442 CYB5B 1.0679666 0.024783874 1.23669388
## 8024 442 ZCCHC17 0.4590762 0.024783874 1.23669388
## 8025 442 EFHC2 2.6656200 0.024783874 1.23669388
## 8026 442 PRUNE 1.2060202 0.024783874 1.23669388
## 8027 442 ADK 1.7241557 0.024783874 1.23669388
## 8028 442 SGCE -1.5005806 0.024783874 1.23669388
## 8029 442 ADAM19 -1.2154123 0.024783874 1.23669388
## 8030 442 PMPCB 0.4247653 0.024783874 1.23669388
## 8031 442 MAP3K12 -0.5351272 0.024783874 1.23669388
## 8032 442 SLC39A14 -0.8730863 0.024783874 1.23669388
## 8033 442 ZFP418 0.8768379 0.024783874 1.23669388
## 8034 442 ZFP710 -0.6097582 0.024783874 1.23669388
## 8035 442 LIMS2 -0.8359992 0.024783874 1.23669388
## 8036 442 ZFP715 -1.0408712 0.024783874 1.23669388
## 8037 442 SLC39A10 2.4866533 0.024783874 1.23669388
## 8038 442 ZFP69 -1.1257086 0.024783874 1.23669388
## 8039 442 CETN3 0.3482974 0.024783874 1.23669388
## 8040 442 CETN2 0.8485781 0.024783874 1.23669388
## 8041 442 EDEM3 0.4424082 0.024783874 1.23669388
## 8042 442 EDEM2 0.5054874 0.024783874 1.23669388
## 8043 442 DCHS1 -0.9529726 0.024783874 1.23669388
## 8044 442 TPCN1 0.5257384 0.024783874 1.23669388
## 8045 442 POLR2A 0.5441116 0.024783874 1.23669388
## 8046 442 GNPTAB 0.4735567 0.024783874 1.23669388
## 8047 442 PRKAA2 -0.4506602 0.024783874 1.23669388
## 8048 442 FYCO1 1.4595369 0.024783874 1.23669388
## 8049 442 CAR2 1.6099806 0.024783874 1.23669388
## 8050 442 ZFP53 -0.5802603 0.024783874 1.23669388
## 8051 442 ZFP52 1.2539740 0.024783874 1.23669388
## 8052 442 ZFP51 0.5428319 0.024783874 1.23669388
## 8053 442 NOS1 0.4966184 0.024783874 1.23669388
## 8054 442 RBM20 0.4503695 0.024783874 1.23669388
## 8055 442 NPR1 -0.8931317 0.024783874 1.23669388
## 8056 442 ATP1A1 0.6178691 0.024783874 1.23669388
## 8057 442 ITPR3 0.5506697 0.024783874 1.23669388
## 8058 442 SNAI2 -0.8955507 0.024783874 1.23669388
## 8059 442 MSRB2 0.7701742 0.024783874 1.23669388
## 8060 442 MAPK12 -0.3393402 0.024783874 1.23669388
## 8061 442 YAF2 0.6726330 0.024783874 1.23669388
## 8062 442 FYN -1.6589775 0.024783874 1.23669388
## 8063 442 FBLN2 -1.9822873 0.024783874 1.23669388
## 8064 442 FBLN5 -1.8087355 0.024783874 1.23669388
## 8065 442 CHN2 1.9067284 0.024783874 1.23669388
## 8066 442 NLN -0.9765266 0.024783874 1.23669388
## 8067 442 CALM2 -0.2896489 0.024783874 1.23669388
## 8068 442 GABRB2 -0.2803297 0.024783874 1.23669388
## 8069 442 COX5A 0.7745209 0.024783874 1.23669388
## 8070 442 TTN -0.6633600 0.024783874 1.23669388
## 8071 442 FAHD1 0.5462883 0.024783874 1.23669388
## 8072 442 CISD1 1.1941109 0.024783874 1.23669388
## 8073 442 GATA6 -0.8680981 0.024783874 1.23669388
## 8074 442 TIMM8B 0.7434149 0.024783874 1.23669388
## 8075 442 POR 0.5795204 0.024783874 1.23669388
## 8076 442 CLPX 0.5433126 0.024783874 1.23669388
## 8077 442 NEBL 2.0592627 0.024783874 1.23669388
## 8078 442 TNS3 -0.3539310 0.024783874 1.23669388
## 8079 442 ISCU 0.6355529 0.024783874 1.23669388
## 8080 442 IGSF5 1.3725783 0.024783874 1.23669388
## 8081 442 PLCE1 -0.5838718 0.024783874 1.23669388
## 8082 442 CAR8 -3.6993459 0.024783874 1.23669388
## 8083 442 SLC25A37 -0.8458242 0.024783874 1.23669388
## 8084 442 CAR4 0.6921409 0.024783874 1.23669388
## 8085 442 DST -0.9919195 0.024783874 1.23669388
## 8086 442 PRPS2 -1.5910835 0.024783874 1.23669388
## 8087 442 SLC38A3 4.7617553 0.024783874 1.23669388
## 8088 442 MYL2 -4.4515265 0.024783874 1.23669388
## 8089 442 AGFG1 1.3809748 0.024783874 1.23669388
## 8090 442 MYL3 -2.0417802 0.024783874 1.23669388
## 8091 442 WT1 -2.4578951 0.024783874 1.23669388
## 8092 442 FTH1 0.2544095 0.024783874 1.23669388
## 8093 442 SLC30A1 1.4627024 0.024783874 1.23669388
## 8094 442 B3GNT2 0.8552599 0.024783874 1.23669388
## 8095 442 ENTPD1 0.8515158 0.024783874 1.23669388
## 8096 442 ACY1 0.2835209 0.024783874 1.23669388
## 8097 442 ZMYM4 0.4661236 0.024783874 1.23669388
## 8098 442 BMX 1.3892504 0.024783874 1.23669388
## 8099 442 MYLPF 1.0616846 0.024783874 1.23669388
## 8100 442 KAT5 0.4768200 0.024783874 1.23669388
## 8101 442 TET1 0.9962682 0.024783874 1.23669388
## 8102 442 FOXP1 0.9040130 0.024783874 1.23669388
## 8103 442 TRIM59 -1.1938190 0.024783874 1.23669388
## 8104 442 ITGA5 -0.8219463 0.024783874 1.23669388
## 8105 442 PRICKLE3 -0.4561361 0.024783874 1.23669388
## 8106 442 PRICKLE2 -0.4355170 0.024783874 1.23669388
## 8107 442 MYLK -0.4373395 0.024783874 1.23669388
## 8108 442 AEBP1 -0.5444574 0.024783874 1.23669388
## 8109 442 HPRT 0.6275924 0.024783874 1.23669388
## 8110 442 MLPH 0.3636092 0.024783874 1.23669388
## 8111 442 PLCB4 -0.8033203 0.024783874 1.23669388
## 8112 442 ANG 1.7859395 0.024783874 1.23669388
## 8113 442 ATP8B1 -2.1074006 0.024783874 1.23669388
## 8114 442 MT2 3.3422036 0.024783874 1.23669388
## 8115 442 MT1 2.2178710 0.024783874 1.23669388
## 8116 442 ZYX -1.0582733 0.024783874 1.23669388
## 8117 442 NSF 0.4565566 0.024783874 1.23669388
## 8118 442 PHC1 0.7806199 0.024783874 1.23669388
## 8119 442 EGR1 -0.9804991 0.024783874 1.23669388
## 8120 442 PFKP -0.9427482 0.024783874 1.23669388
## 8121 442 RUNX1T1 -1.0305069 0.024783874 1.23669388
## 8122 442 PFKM 0.5475063 0.024783874 1.23669388
## 8123 442 LMBRD1 0.6021261 0.024783874 1.23669388
## 8124 442 PRKCB 2.0486665 0.024783874 1.23669388
## 8125 442 PRKD1 -1.5052004 0.024783874 1.23669388
## 8126 442 ACVR2A -0.6891467 0.024783874 1.23669388
## 8127 442 PRKD2 -0.7877410 0.024783874 1.23669388
## 8128 442 CTSC 3.8618182 0.024783874 1.23669388
## 8129 442 ZADH2 0.4537001 0.024783874 1.23669388
## 8130 442 MDM4 -0.5209411 0.024783874 1.23669388
## 8131 442 PRNP 1.0410868 0.024783874 1.23669388
## 8132 442 GM13154 -0.5452052 0.024783874 1.23669388
## 8133 442 CYP51 1.1453600 0.024783874 1.23669388
## 8134 442 CPM -0.8186774 0.024783874 1.23669388
## 8135 442 ING2 1.0984357 0.024783874 1.23669388
## 8136 442 XIAP -0.5849276 0.024783874 1.23669388
## 8137 442 SPOCK2 4.7286338 0.024783874 1.23669388
## 8138 442 PRND -2.6433152 0.024783874 1.23669388
## 8139 442 NANOS1 1.4480661 0.024783874 1.23669388
## 8140 442 C1S -0.9271280 0.024783874 1.23669388
## 8141 442 TMEM37 0.5319626 0.024783874 1.23669388
## 8142 442 ERCC5 0.7445968 0.024783874 1.23669388
## 8143 442 RASGRP4 0.4342518 0.024783874 1.23669388
## 8144 442 SLC39A8 3.1251710 0.024783874 1.23669388
## 8145 442 PLCD1 -0.5474868 0.024783874 1.23669388
## 8146 442 PHF20L1 -0.4672515 0.024783874 1.23669388
## 8147 442 ENO1 0.6613974 0.024783874 1.23669388
## 8148 442 ZC3H12C -1.0646099 0.024783874 1.23669388
## 8149 442 NCEH1 1.0271370 0.024783874 1.23669388
## 8150 442 SLC10A6 -0.9724572 0.024783874 1.23669388
## 8151 442 PAPLN -0.9733092 0.024783874 1.23669388
## 8152 442 HBA-A1 -1.5501629 0.024783874 1.23669388
## 8153 442 HBA-A2 -1.5726738 0.024783874 1.23669388
## 8154 442 ZFP286 0.4025596 0.024783874 1.23669388
## 8155 442 SULF1 -1.8682084 0.024783874 1.23669388
## 8156 442 SLC5A6 0.6014417 0.024783874 1.23669388
## 8157 442 2610305D13RIK -0.8090952 0.024783874 1.23669388
## 8158 442 CYB5D2 -0.4634441 0.024783874 1.23669388
## 8159 442 ARAP3 -0.5313069 0.024783874 1.23669388
## 8160 442 ARAP2 1.0662260 0.024783874 1.23669388
## 8161 442 ARAP1 -0.3623889 0.024783874 1.23669388
## 8162 442 ATP8A1 1.3527361 0.024783874 1.23669388
## 8163 63 ACVRL1 0.5096903 0.025467219 1.88982237
## 8164 63 STK38 0.7217430 0.025467219 1.88982237
## 8165 63 HPRT 0.6275924 0.025467219 1.88982237
## 8166 63 ADCY6 -0.7557491 0.025467219 1.88982237
## 8167 63 ATP10A 4.1988042 0.025467219 1.88982237
## 8168 63 ATP10D 0.7066596 0.025467219 1.88982237
## 8169 63 TTN -0.6633600 0.025467219 1.88982237
## 8170 63 FAH -0.5426567 0.025467219 1.88982237
## 8171 63 FAHD1 0.5462883 0.025467219 1.88982237
## 8172 63 MAP3K5 -2.5823383 0.025467219 1.88982237
## 8173 63 NT5C2 1.7174760 0.025467219 1.88982237
## 8174 63 MAP3K8 1.1640633 0.025467219 1.88982237
## 8175 63 ATP8B1 -2.1074006 0.025467219 1.88982237
## 8176 63 NSF 0.4565566 0.025467219 1.88982237
## 8177 63 POLK 2.3698924 0.025467219 1.88982237
## 8178 63 NUDT4 -1.2717077 0.025467219 1.88982237
## 8179 63 PFKP -0.9427482 0.025467219 1.88982237
## 8180 63 PDE10A -0.6455607 0.025467219 1.88982237
## 8181 63 PFKM 0.5475063 0.025467219 1.88982237
## 8182 63 ARL3 0.4874493 0.025467219 1.88982237
## 8183 63 PGM2L1 -0.4994141 0.025467219 1.88982237
## 8184 63 PRKD1 -1.5052004 0.025467219 1.88982237
## 8185 63 ACVR2A -0.6891467 0.025467219 1.88982237
## 8186 63 PRKD2 -0.7877410 0.025467219 1.88982237
## 8187 63 MAST2 0.3355945 0.025467219 1.88982237
## 8188 63 NME3 0.5649069 0.025467219 1.88982237
## 8189 63 PGM5 1.9231251 0.025467219 1.88982237
## 8190 63 RFK 0.4079293 0.025467219 1.88982237
## 8191 63 ATP2C1 0.5672868 0.025467219 1.88982237
## 8192 63 ADK 1.7241557 0.025467219 1.88982237
## 8193 63 ATP9A -1.4010882 0.025467219 1.88982237
## 8194 63 PDE5A 0.8969331 0.025467219 1.88982237
## 8195 63 ERN1 0.7331847 0.025467219 1.88982237
## 8196 63 PPM1L 0.6600464 0.025467219 1.88982237
## 8197 63 MAP3K12 -0.5351272 0.025467219 1.88982237
## 8198 63 PRPS2 -1.5910835 0.025467219 1.88982237
## 8199 63 BMPR2 0.6590347 0.025467219 1.88982237
## 8200 63 CHEK2 -1.7097425 0.025467219 1.88982237
## 8201 63 POLR2A 0.5441116 0.025467219 1.88982237
## 8202 63 ADPRHL1 -0.2389547 0.025467219 1.88982237
## 8203 63 ERCC5 0.7445968 0.025467219 1.88982237
## 8204 63 IDH2 -0.6563943 0.025467219 1.88982237
## 8205 63 PRKAA2 -0.4506602 0.025467219 1.88982237
## 8206 63 ENTPD1 0.8515158 0.025467219 1.88982237
## 8207 63 ACSL3 2.4464795 0.025467219 1.88982237
## 8208 63 FAHD2A 0.6383133 0.025467219 1.88982237
## 8209 63 ACSL6 0.3600899 0.025467219 1.88982237
## 8210 63 ENO1 0.6613974 0.025467219 1.88982237
## 8211 63 ACSL5 -0.3634335 0.025467219 1.88982237
## 8212 63 ZC3H12C -1.0646099 0.025467219 1.88982237
## 8213 63 TGFBR2 0.9984773 0.025467219 1.88982237
## 8214 63 ATP11B 0.8076871 0.025467219 1.88982237
## 8215 63 ATP11A 0.5015364 0.025467219 1.88982237
## 8216 63 ATP1A1 0.6178691 0.025467219 1.88982237
## 8217 63 ATP13A5 0.3757767 0.025467219 1.88982237
## 8218 63 ICK 0.4702803 0.025467219 1.88982237
## 8219 63 RPS6KA1 0.5728985 0.025467219 1.88982237
## 8220 63 MAPK12 -0.3393402 0.025467219 1.88982237
## 8221 63 RPS6KA2 -1.6764208 0.025467219 1.88982237
## 8222 63 RHEB 0.5187213 0.025467219 1.88982237
## 8223 63 ABL2 0.5324753 0.025467219 1.88982237
## 8224 63 MYLK -0.4373395 0.025467219 1.88982237
## 8225 63 ATP8A1 1.3527361 0.025467219 1.88982237
## 8226 180 STK33 0.3537277 0.025200809 -0.14907120
## 8227 180 STK38 0.7217430 0.025200809 -0.14907120
## 8228 180 ADCY6 -0.7557491 0.025200809 -0.14907120
## 8229 180 PRKG1 1.1116695 0.025200809 -0.14907120
## 8230 180 TTN -0.6633600 0.025200809 -0.14907120
## 8231 180 C230081A13RIK -0.8663054 0.025200809 -0.14907120
## 8232 180 KIF13A -0.8553233 0.025200809 -0.14907120
## 8233 180 ACSS1 -0.8440275 0.025200809 -0.14907120
## 8234 180 MAP3K5 -2.5823383 0.025200809 -0.14907120
## 8235 180 ATP2B4 -1.8662842 0.025200809 -0.14907120
## 8236 180 OASL2 1.1346003 0.025200809 -0.14907120
## 8237 180 ILK -0.6476593 0.025200809 -0.14907120
## 8238 180 MAP3K8 1.1640633 0.025200809 -0.14907120
## 8239 180 MLKL -1.5119558 0.025200809 -0.14907120
## 8240 180 INSR 1.6754155 0.025200809 -0.14907120
## 8241 180 RET 1.1952974 0.025200809 -0.14907120
## 8242 180 PDXK 1.9413063 0.025200809 -0.14907120
## 8243 180 MAGI1 -1.2213891 0.025200809 -0.14907120
## 8244 180 DARS -0.6545804 0.025200809 -0.14907120
## 8245 180 MTPAP 0.9192247 0.025200809 -0.14907120
## 8246 180 MYH7 -0.4684236 0.025200809 -0.14907120
## 8247 180 MYH6 -1.6087011 0.025200809 -0.14907120
## 8248 180 CLPX 0.5433126 0.025200809 -0.14907120
## 8249 180 MAP4K3 -0.5015354 0.025200809 -0.14907120
## 8250 180 NME5 0.7192744 0.025200809 -0.14907120
## 8251 180 MAP4K4 -0.5546999 0.025200809 -0.14907120
## 8252 180 GLUL 1.5535760 0.025200809 -0.14907120
## 8253 180 NME3 0.5649069 0.025200809 -0.14907120
## 8254 180 ABCB1A 1.6552951 0.025200809 -0.14907120
## 8255 180 NAV1 -0.3825694 0.025200809 -0.14907120
## 8256 180 RFK 0.4079293 0.025200809 -0.14907120
## 8257 180 ATP2C1 0.5672868 0.025200809 -0.14907120
## 8258 180 ABCB1B -1.9325711 0.025200809 -0.14907120
## 8259 180 ATP9A -1.4010882 0.025200809 -0.14907120
## 8260 180 PDGFRA -0.5362066 0.025200809 -0.14907120
## 8261 180 MAPK9 0.6855507 0.025200809 -0.14907120
## 8262 180 FLAD1 -0.2378469 0.025200809 -0.14907120
## 8263 180 MYO18A -0.9866570 0.025200809 -0.14907120
## 8264 180 SMARCA2 0.6933511 0.025200809 -0.14907120
## 8265 180 PCCA 1.4069716 0.025200809 -0.14907120
## 8266 180 PRPS2 -1.5910835 0.025200809 -0.14907120
## 8267 180 CHKA 1.4240635 0.025200809 -0.14907120
## 8268 180 CLCN3 0.4268344 0.025200809 -0.14907120
## 8269 180 FGFR3 -0.4419298 0.025200809 -0.14907120
## 8270 180 PFKFB3 -1.0800079 0.025200809 -0.14907120
## 8271 180 STK10 -1.6727581 0.025200809 -0.14907120
## 8272 180 MAP4K2 0.4707371 0.025200809 -0.14907120
## 8273 180 UBA7 -0.4355246 0.025200809 -0.14907120
## 8274 180 BMPR2 0.6590347 0.025200809 -0.14907120
## 8275 180 CTPS2 0.5610990 0.025200809 -0.14907120
## 8276 180 TIMP4 -5.2487548 0.025200809 -0.14907120
## 8277 180 MYO9B -0.4576615 0.025200809 -0.14907120
## 8278 180 CHEK2 -1.7097425 0.025200809 -0.14907120
## 8279 180 OAS2 -1.0145345 0.025200809 -0.14907120
## 8280 180 EPHB4 -0.8022917 0.025200809 -0.14907120
## 8281 180 EPHB1 -0.9398894 0.025200809 -0.14907120
## 8282 180 ABCA5 0.6077066 0.025200809 -0.14907120
## 8283 180 PTK2 -0.6527904 0.025200809 -0.14907120
## 8284 180 ZAP70 0.9691435 0.025200809 -0.14907120
## 8285 180 ENTPD1 0.8515158 0.025200809 -0.14907120
## 8286 180 DHX58 0.6225685 0.025200809 -0.14907120
## 8287 180 TEC 0.8492222 0.025200809 -0.14907120
## 8288 180 MAP2K1 -0.4628798 0.025200809 -0.14907120
## 8289 180 TGFBR2 0.9984773 0.025200809 -0.14907120
## 8290 180 TAOK3 -0.6618190 0.025200809 -0.14907120
## 8291 180 SACS -0.3482688 0.025200809 -0.14907120
## 8292 180 BMX 1.3892504 0.025200809 -0.14907120
## 8293 180 AK3 0.6024714 0.025200809 -0.14907120
## 8294 180 ATP11B 0.8076871 0.025200809 -0.14907120
## 8295 180 SMG1 -0.3758097 0.025200809 -0.14907120
## 8296 180 ATAD2 -0.6929998 0.025200809 -0.14907120
## 8297 180 ATP11A 0.5015364 0.025200809 -0.14907120
## 8298 180 YTHDC2 0.4861750 0.025200809 -0.14907120
## 8299 180 ABCG3 0.9457426 0.025200809 -0.14907120
## 8300 180 ATP13A5 0.3757767 0.025200809 -0.14907120
## 8301 180 RPS6KL1 -0.5315611 0.025200809 -0.14907120
## 8302 180 ABCG2 1.4057210 0.025200809 -0.14907120
## 8303 180 EPHA7 0.4314310 0.025200809 -0.14907120
## 8304 180 MYO10 -0.6895434 0.025200809 -0.14907120
## 8305 180 KCNJ8 -0.6850658 0.025200809 -0.14907120
## 8306 180 ULK1 0.4108861 0.025200809 -0.14907120
## 8307 180 TNK1 -0.2801580 0.025200809 -0.14907120
## 8308 180 RAD54B 2.6843510 0.025200809 -0.14907120
## 8309 180 GRK4 0.5962996 0.025200809 -0.14907120
## 8310 180 DHX40 0.8499657 0.025200809 -0.14907120
## 8311 180 THNSL1 0.4834016 0.025200809 -0.14907120
## 8312 180 GRK5 -0.7100614 0.025200809 -0.14907120
## 8313 180 ABL2 0.5324753 0.025200809 -0.14907120
## 8314 180 CLCN7 0.9289438 0.025200809 -0.14907120
## 8315 180 GUK1 0.6872463 0.025200809 -0.14907120
## 8316 180 SRMS 0.3448742 0.025200809 -0.14907120
## 8317 180 MYLK -0.4373395 0.025200809 -0.14907120
## 8318 180 UBE2E1 0.6603882 0.025200809 -0.14907120
## 8319 180 CDK19 0.4481980 0.025200809 -0.14907120
## 8320 180 ACVRL1 0.5096903 0.025200809 -0.14907120
## 8321 180 SLFN9 -0.7358762 0.025200809 -0.14907120
## 8322 180 MYO7A -0.6571930 0.025200809 -0.14907120
## 8323 180 UBE2G1 0.5678616 0.025200809 -0.14907120
## 8324 180 ATP10A 4.1988042 0.025200809 -0.14907120
## 8325 180 PIP5K1B 0.6834041 0.025200809 -0.14907120
## 8326 180 SLFN8 -0.8898568 0.025200809 -0.14907120
## 8327 180 ATP10D 0.7066596 0.025200809 -0.14907120
## 8328 180 SLFN5 -0.5983464 0.025200809 -0.14907120
## 8329 180 MLH3 1.0769990 0.025200809 -0.14907120
## 8330 180 FES -0.3553155 0.025200809 -0.14907120
## 8331 180 PMVK 0.6296506 0.025200809 -0.14907120
## 8332 180 D8ERTD82E -1.2649786 0.025200809 -0.14907120
## 8333 180 WARS -1.1502333 0.025200809 -0.14907120
## 8334 180 SLK -0.2902740 0.025200809 -0.14907120
## 8335 180 PAK4 0.6483046 0.025200809 -0.14907120
## 8336 180 CCT8L1 -0.4672705 0.025200809 -0.14907120
## 8337 180 CDK12 -0.6747588 0.025200809 -0.14907120
## 8338 180 ATP8B1 -2.1074006 0.025200809 -0.14907120
## 8339 180 SLC22A5 0.5032908 0.025200809 -0.14907120
## 8340 180 PAK1 1.3962107 0.025200809 -0.14907120
## 8341 180 TOP2A -0.5110453 0.025200809 -0.14907120
## 8342 180 TARSL2 0.9328483 0.025200809 -0.14907120
## 8343 180 NSF 0.4565566 0.025200809 -0.14907120
## 8344 180 KIF2A 0.5316378 0.025200809 -0.14907120
## 8345 180 TRPM6 1.6483257 0.025200809 -0.14907120
## 8346 180 SGK1 -1.4770505 0.025200809 -0.14907120
## 8347 180 LYN -0.7283980 0.025200809 -0.14907120
## 8348 180 LIMK1 0.4970490 0.025200809 -0.14907120
## 8349 180 PFKP -0.9427482 0.025200809 -0.14907120
## 8350 180 PFKM 0.5475063 0.025200809 -0.14907120
## 8351 180 MCM3 -0.6087740 0.025200809 -0.14907120
## 8352 180 DAPK2 -0.7563133 0.025200809 -0.14907120
## 8353 180 DAPK1 1.6371754 0.025200809 -0.14907120
## 8354 180 PRKCB 2.0486665 0.025200809 -0.14907120
## 8355 180 PRKD1 -1.5052004 0.025200809 -0.14907120
## 8356 180 ATP6V1A 0.6504485 0.025200809 -0.14907120
## 8357 180 PRKD2 -0.7877410 0.025200809 -0.14907120
## 8358 180 ACVR2A -0.6891467 0.025200809 -0.14907120
## 8359 180 MAST2 0.3355945 0.025200809 -0.14907120
## 8360 180 HIPK3 0.4209051 0.025200809 -0.14907120
## 8361 180 ADK 1.7241557 0.025200809 -0.14907120
## 8362 180 ERN1 0.7331847 0.025200809 -0.14907120
## 8363 180 NRK -0.6364746 0.025200809 -0.14907120
## 8364 180 MAP3K12 -0.5351272 0.025200809 -0.14907120
## 8365 180 FRK -0.6758771 0.025200809 -0.14907120
## 8366 180 CAMK2G -0.8168753 0.025200809 -0.14907120
## 8367 180 SHPK 0.6092769 0.025200809 -0.14907120
## 8368 180 KIT -1.7946208 0.025200809 -0.14907120
## 8369 180 IGF1R 2.4527727 0.025200809 -0.14907120
## 8370 180 CHD7 -0.8202826 0.025200809 -0.14907120
## 8371 180 HSPA2 -1.3742968 0.025200809 -0.14907120
## 8372 180 KIF4 -0.6865814 0.025200809 -0.14907120
## 8373 180 SYN2 -0.5658542 0.025200809 -0.14907120
## 8374 180 CAMK2D -0.4617771 0.025200809 -0.14907120
## 8375 180 ETNK1 0.6799596 0.025200809 -0.14907120
## 8376 180 PRKAA2 -0.4506602 0.025200809 -0.14907120
## 8377 180 EHD1 -1.2720353 0.025200809 -0.14907120
## 8378 180 PAPSS1 0.6030723 0.025200809 -0.14907120
## 8379 180 PAPSS2 -3.5728181 0.025200809 -0.14907120
## 8380 180 ACSL3 2.4464795 0.025200809 -0.14907120
## 8381 180 EHD2 -1.5730829 0.025200809 -0.14907120
## 8382 180 ACSL6 0.3600899 0.025200809 -0.14907120
## 8383 180 ACSL5 -0.3634335 0.025200809 -0.14907120
## 8384 180 MSH6 0.4689760 0.025200809 -0.14907120
## 8385 180 ACTC1 -3.4079863 0.025200809 -0.14907120
## 8386 180 MSH3 0.7016900 0.025200809 -0.14907120
## 8387 180 ABCA8B -0.6333920 0.025200809 -0.14907120
## 8388 180 ABCA8A -1.0566883 0.025200809 -0.14907120
## 8389 180 NPR1 -0.8931317 0.025200809 -0.14907120
## 8390 180 ATP1A1 0.6178691 0.025200809 -0.14907120
## 8391 180 NPR2 -2.0769596 0.025200809 -0.14907120
## 8392 180 KHK 0.6697292 0.025200809 -0.14907120
## 8393 180 ABCC9 -0.5831183 0.025200809 -0.14907120
## 8394 180 ICK 0.4702803 0.025200809 -0.14907120
## 8395 180 MAPK12 -0.3393402 0.025200809 -0.14907120
## 8396 180 RPS6KA1 0.5728985 0.025200809 -0.14907120
## 8397 180 FYN -1.6589775 0.025200809 -0.14907120
## 8398 180 RPS6KA2 -1.6764208 0.025200809 -0.14907120
## 8399 180 GSK3B 0.4631170 0.025200809 -0.14907120
## 8400 180 JAK1 -0.8779357 0.025200809 -0.14907120
## 8401 180 ABCC4 1.9315770 0.025200809 -0.14907120
## 8402 180 APAF1 -0.7626912 0.025200809 -0.14907120
## 8403 180 ABCC5 -0.8480902 0.025200809 -0.14907120
## 8404 180 ATP8A1 1.3527361 0.025200809 -0.14907120
## 8405 180 ABCC6 0.3571941 0.025200809 -0.14907120
## 8406 434 GDA -2.8644980 0.039857348 1.24803994
## 8407 434 CDIPT -0.7031981 0.039857348 1.24803994
## 8408 434 LTBP1 -1.7956945 0.039857348 1.24803994
## 8409 434 PTGS2 3.0743014 0.039857348 1.24803994
## 8410 434 PTGS1 -1.0167608 0.039857348 1.24803994
## 8411 434 FSTL1 -1.4887532 0.039857348 1.24803994
## 8412 434 MYLIP -0.9352888 0.039857348 1.24803994
## 8413 434 RORA 0.7023584 0.039857348 1.24803994
## 8414 434 ITSN1 0.4589041 0.039857348 1.24803994
## 8415 434 FAH -0.5426567 0.039857348 1.24803994
## 8416 434 MAP3K5 -2.5823383 0.039857348 1.24803994
## 8417 434 CH25H 2.6691050 0.039857348 1.24803994
## 8418 434 MAP3K8 1.1640633 0.039857348 1.24803994
## 8419 434 AIF1L 1.0643010 0.039857348 1.24803994
## 8420 434 DDAH1 2.2459707 0.039857348 1.24803994
## 8421 434 ADAM9 -0.4837100 0.039857348 1.24803994
## 8422 434 CDH23 -1.1805802 0.039857348 1.24803994
## 8423 434 CYP1A1 -1.5564060 0.039857348 1.24803994
## 8424 434 RXRA -0.3709072 0.039857348 1.24803994
## 8425 434 ZHX1 0.5367889 0.039857348 1.24803994
## 8426 434 F8 -0.5775755 0.039857348 1.24803994
## 8427 434 COLEC11 -0.4511480 0.039857348 1.24803994
## 8428 434 CYP2E1 2.4913518 0.039857348 1.24803994
## 8429 434 ADAMTS9 -2.5714289 0.039857348 1.24803994
## 8430 434 NME3 0.5649069 0.039857348 1.24803994
## 8431 434 NAPEPLD 1.9493891 0.039857348 1.24803994
## 8432 434 F5 1.0342927 0.039857348 1.24803994
## 8433 434 UNC13C 0.5117994 0.039857348 1.24803994
## 8434 434 ADAMTS5 -1.9192924 0.039857348 1.24803994
## 8435 434 KCNJ2 0.9502635 0.039857348 1.24803994
## 8436 434 DIDO1 -0.3183708 0.039857348 1.24803994
## 8437 434 DAGLA 0.2561199 0.039857348 1.24803994
## 8438 434 LPCAT1 -0.7165066 0.039857348 1.24803994
## 8439 434 PIR 2.3707597 0.039857348 1.24803994
## 8440 434 ZDHHC9 0.9178260 0.039857348 1.24803994
## 8441 434 CASZ1 -0.4007014 0.039857348 1.24803994
## 8442 434 FAHD2A 0.6383133 0.039857348 1.24803994
## 8443 434 DHX58 0.6225685 0.039857348 1.24803994
## 8444 434 GPD2 1.8567918 0.039857348 1.24803994
## 8445 434 ASXL3 -1.2067262 0.039857348 1.24803994
## 8446 434 MGAT4A -1.8612474 0.039857348 1.24803994
## 8447 434 PCDH10 0.2447438 0.039857348 1.24803994
## 8448 434 TGFBR2 0.9984773 0.039857348 1.24803994
## 8449 434 ATP11B 0.8076871 0.039857348 1.24803994
## 8450 434 ATP11A 0.5015364 0.039857348 1.24803994
## 8451 434 PCDH12 -1.4947782 0.039857348 1.24803994
## 8452 434 PCDH17 -2.0914267 0.039857348 1.24803994
## 8453 434 KCNJ8 -0.6850658 0.039857348 1.24803994
## 8454 434 TRPS1 0.9810747 0.039857348 1.24803994
## 8455 434 TRAFD1 -0.6052974 0.039857348 1.24803994
## 8456 434 CACHD1 1.0923425 0.039857348 1.24803994
## 8457 434 ZNFX1 -0.4673611 0.039857348 1.24803994
## 8458 434 CYP2J6 -0.9309146 0.039857348 1.24803994
## 8459 434 ATP10A 4.1988042 0.039857348 1.24803994
## 8460 434 ATP10D 0.7066596 0.039857348 1.24803994
## 8461 434 MMP25 0.3999529 0.039857348 1.24803994
## 8462 434 SMAP1 0.6551348 0.039857348 1.24803994
## 8463 434 GUCY1A2 -0.5579338 0.039857348 1.24803994
## 8464 434 ZFP354A 1.2591820 0.039857348 1.24803994
## 8465 434 MICAL1 0.3486104 0.039857348 1.24803994
## 8466 434 SLC22A5 0.5032908 0.039857348 1.24803994
## 8467 434 ZFP354B 0.7227799 0.039857348 1.24803994
## 8468 434 MBLAC2 1.4534448 0.039857348 1.24803994
## 8469 434 ZDHHC2 -1.3864795 0.039857348 1.24803994
## 8470 434 AR -1.1537604 0.039857348 1.24803994
## 8471 434 CAR14 1.3789976 0.039857348 1.24803994
## 8472 434 MICAL2 -1.1802852 0.039857348 1.24803994
## 8473 434 SLC3A2 2.0731455 0.039857348 1.24803994
## 8474 434 PDE10A -0.6455607 0.039857348 1.24803994
## 8475 434 MMP15 -1.4652837 0.039857348 1.24803994
## 8476 434 ZSWIM1 1.4144438 0.039857348 1.24803994
## 8477 434 MYRIP 0.7350114 0.039857348 1.24803994
## 8478 434 MAST2 0.3355945 0.039857348 1.24803994
## 8479 434 GUCY1B3 -0.7307321 0.039857348 1.24803994
## 8480 434 EGFL8 0.7083324 0.039857348 1.24803994
## 8481 434 NKD1 3.3228355 0.039857348 1.24803994
## 8482 434 SORD 0.5704929 0.039857348 1.24803994
## 8483 434 TBC1D9 -0.5675936 0.039857348 1.24803994
## 8484 434 FHL1 -0.7671229 0.039857348 1.24803994
## 8485 434 TRIM16 1.0265202 0.039857348 1.24803994
## 8486 434 EEA1 -0.3566612 0.039857348 1.24803994
## 8487 434 NECAB3 -0.2226489 0.039857348 1.24803994
## 8488 434 TCEA3 0.5083359 0.039857348 1.24803994
## 8489 434 PCDHB16 -0.5630452 0.039857348 1.24803994
## 8490 434 PKD2 -0.6848571 0.039857348 1.24803994
## 8491 434 PPP3CC 0.7898093 0.039857348 1.24803994
## 8492 434 ACSL3 2.4464795 0.039857348 1.24803994
## 8493 434 ACSL6 0.3600899 0.039857348 1.24803994
## 8494 434 ACSL5 -0.3634335 0.039857348 1.24803994
## 8495 434 BRD1 -0.3637327 0.039857348 1.24803994
## 8496 434 TRIM28 -0.2401768 0.039857348 1.24803994
## 8497 434 FADS3 -1.5897039 0.039857348 1.24803994
## 8498 434 PHF10 0.7286142 0.039857348 1.24803994
## 8499 434 NID1 -1.3734728 0.039857348 1.24803994
## 8500 434 TRIM24 -0.4260120 0.039857348 1.24803994
## 8501 434 PHYH 1.1297593 0.039857348 1.24803994
## 8502 434 CABYR 0.7507259 0.039857348 1.24803994
## 8503 434 CDH13 -2.2703880 0.039857348 1.24803994
## 8504 434 RPS6KA1 0.5728985 0.039857348 1.24803994
## 8505 434 GLA 0.6136858 0.039857348 1.24803994
## 8506 434 RPS6KA2 -1.6764208 0.039857348 1.24803994
## 8507 434 AOX1 0.4180435 0.039857348 1.24803994
## 8508 434 LRP8 3.3563987 0.039857348 1.24803994
## 8509 434 CP 3.0784531 0.039857348 1.24803994
## 8510 434 NR5A2 -0.7327046 0.039857348 1.24803994
## 8511 434 MEGF6 0.2414265 0.039857348 1.24803994
## 8512 434 STK38 0.7217430 0.039857348 1.24803994
## 8513 434 LMO2 1.1218058 0.039857348 1.24803994
## 8514 434 TNNC1 -3.5213602 0.039857348 1.24803994
## 8515 434 ATOX1 1.2381989 0.039857348 1.24803994
## 8516 434 LMO7 -0.7436161 0.039857348 1.24803994
## 8517 434 ZXDB 0.2640934 0.039857348 1.24803994
## 8518 434 CAR5A 0.8574456 0.039857348 1.24803994
## 8519 434 ZIC1 0.2437727 0.039857348 1.24803994
## 8520 434 IL17RD 0.8236271 0.039857348 1.24803994
## 8521 434 ZIC3 3.9539621 0.039857348 1.24803994
## 8522 434 LNX1 -1.7663676 0.039857348 1.24803994
## 8523 434 ZIC2 1.5903616 0.039857348 1.24803994
## 8524 434 ASPA -2.0908172 0.039857348 1.24803994
## 8525 434 RNF141 0.8182445 0.039857348 1.24803994
## 8526 434 CYGB -0.4656836 0.039857348 1.24803994
## 8527 434 LONRF3 1.4401994 0.039857348 1.24803994
## 8528 434 ASPH -1.0012558 0.039857348 1.24803994
## 8529 434 MB -1.7171237 0.039857348 1.24803994
## 8530 434 RET 1.1952974 0.039857348 1.24803994
## 8531 434 PDXK 1.9413063 0.039857348 1.24803994
## 8532 434 NUDT4 -1.2717077 0.039857348 1.24803994
## 8533 434 NRD1 0.4015179 0.039857348 1.24803994
## 8534 434 TECR 0.8028654 0.039857348 1.24803994
## 8535 434 MIB1 -0.2899698 0.039857348 1.24803994
## 8536 434 RASGRF2 -2.0588121 0.039857348 1.24803994
## 8537 434 RFK 0.4079293 0.039857348 1.24803994
## 8538 434 ATP9A -1.4010882 0.039857348 1.24803994
## 8539 434 PDE5A 0.8969331 0.039857348 1.24803994
## 8540 434 SLC40A1 4.5186054 0.039857348 1.24803994
## 8541 434 XDH -0.5822439 0.039857348 1.24803994
## 8542 434 EXTL3 1.8057934 0.039857348 1.24803994
## 8543 434 ADHFE1 -1.3859644 0.039857348 1.24803994
## 8544 434 ADAMTSL2 0.3110116 0.039857348 1.24803994
## 8545 434 BMPR2 0.6590347 0.039857348 1.24803994
## 8546 434 CXXC4 -0.4424631 0.039857348 1.24803994
## 8547 434 KCNA5 -2.9110702 0.039857348 1.24803994
## 8548 434 TTYH3 -0.5635840 0.039857348 1.24803994
## 8549 434 TTYH2 1.3580564 0.039857348 1.24803994
## 8550 434 OTUD7B 0.5804516 0.039857348 1.24803994
## 8551 434 RNF168 0.4875635 0.039857348 1.24803994
## 8552 434 FGD6 0.8087772 0.039857348 1.24803994
## 8553 434 TEC 0.8492222 0.039857348 1.24803994
## 8554 434 CACNA2D1 -0.4306334 0.039857348 1.24803994
## 8555 434 VAV3 -3.2720604 0.039857348 1.24803994
## 8556 434 ADAM23 -1.0844037 0.039857348 1.24803994
## 8557 434 EFEMP2 0.7866735 0.039857348 1.24803994
## 8558 434 KCNB1 -1.0854138 0.039857348 1.24803994
## 8559 434 SMG1 -0.3758097 0.039857348 1.24803994
## 8560 434 MYL12B 0.2076979 0.039857348 1.24803994
## 8561 434 S100B 0.3014963 0.039857348 1.24803994
## 8562 434 EBF3 -2.3783256 0.039857348 1.24803994
## 8563 434 FREM2 0.8510785 0.039857348 1.24803994
## 8564 434 ZIC5 0.5712473 0.039857348 1.24803994
## 8565 434 RNF157 -0.5555226 0.039857348 1.24803994
## 8566 434 HIVEP1 0.5239976 0.039857348 1.24803994
## 8567 434 ADAM22 -0.5795833 0.039857348 1.24803994
## 8568 434 ABL2 0.5324753 0.039857348 1.24803994
## 8569 434 CACNA1A 0.7432564 0.039857348 1.24803994
## 8570 434 KDM6A 0.5337429 0.039857348 1.24803994
## 8571 434 CLSTN1 0.4104121 0.039857348 1.24803994
## 8572 434 SC4MOL 0.8632766 0.039857348 1.24803994
## 8573 434 GLB1 0.8052082 0.039857348 1.24803994
## 8574 434 HMOX2 -0.4664666 0.039857348 1.24803994
## 8575 434 TRIM2 -0.8255637 0.039857348 1.24803994
## 8576 434 TRIM3 -0.5148792 0.039857348 1.24803994
## 8577 434 RNF103 0.9922934 0.039857348 1.24803994
## 8578 434 CAT 0.6619803 0.039857348 1.24803994
## 8579 434 GM5595 0.8080354 0.039857348 1.24803994
## 8580 434 IMPDH1 0.7050896 0.039857348 1.24803994
## 8581 434 ZFP551 0.6004542 0.039857348 1.24803994
## 8582 434 TRPM6 1.6483257 0.039857348 1.24803994
## 8583 434 LIMK1 0.4970490 0.039857348 1.24803994
## 8584 434 MBNL2 -0.7549499 0.039857348 1.24803994
## 8585 434 VAT1 1.2598953 0.039857348 1.24803994
## 8586 434 PGM2L1 -0.4994141 0.039857348 1.24803994
## 8587 434 ARL3 0.4874493 0.039857348 1.24803994
## 8588 434 2700081O15RIK -0.4407988 0.039857348 1.24803994
## 8589 434 LIMCH1 0.4431912 0.039857348 1.24803994
## 8590 434 ERN1 0.7331847 0.039857348 1.24803994
## 8591 434 PPM1L 0.6600464 0.039857348 1.24803994
## 8592 434 PDE9A -0.4640368 0.039857348 1.24803994
## 8593 434 CASQ2 -1.1641037 0.039857348 1.24803994
## 8594 434 GALNT1 -0.7574924 0.039857348 1.24803994
## 8595 434 ABLIM3 -3.8146925 0.039857348 1.24803994
## 8596 434 CABP1 -1.1372441 0.039857348 1.24803994
## 8597 434 EGLN3 -0.7357847 0.039857348 1.24803994
## 8598 434 ADH5 0.5465136 0.039857348 1.24803994
## 8599 434 NR3C2 0.8578552 0.039857348 1.24803994
## 8600 434 EGLN1 -0.5128686 0.039857348 1.24803994
## 8601 434 NR3C1 0.3773807 0.039857348 1.24803994
## 8602 434 CDH2 1.2832653 0.039857348 1.24803994
## 8603 434 CDKAL1 -0.6108402 0.039857348 1.24803994
## 8604 434 CDH5 -0.5147797 0.039857348 1.24803994
## 8605 434 DPF1 -0.2116084 0.039857348 1.24803994
## 8606 434 ADPRHL1 -0.2389547 0.039857348 1.24803994
## 8607 434 PRRG3 -1.2160902 0.039857348 1.24803994
## 8608 434 PRRG4 -1.7520030 0.039857348 1.24803994
## 8609 434 ADH1 -1.4011037 0.039857348 1.24803994
## 8610 434 KDM3A 0.6713225 0.039857348 1.24803994
## 8611 434 EHD1 -1.2720353 0.039857348 1.24803994
## 8612 434 EHD2 -1.5730829 0.039857348 1.24803994
## 8613 434 RNF144A -2.1981773 0.039857348 1.24803994
## 8614 434 RNF144B 1.7338390 0.039857348 1.24803994
## 8615 434 WDFY2 -0.6174388 0.039857348 1.24803994
## 8616 434 ADARB1 -1.9644016 0.039857348 1.24803994
## 8617 434 SLC12A2 -1.4221903 0.039857348 1.24803994
## 8618 434 FBN1 -1.3404195 0.039857348 1.24803994
## 8619 434 CREB5 -1.7745914 0.039857348 1.24803994
## 8620 434 IDO1 -0.5535398 0.039857348 1.24803994
## 8621 434 FUCA2 1.2946119 0.039857348 1.24803994
## 8622 434 TAB2 0.5390739 0.039857348 1.24803994
## 8623 434 TAB3 0.7712466 0.039857348 1.24803994
## 8624 434 ICK 0.4702803 0.039857348 1.24803994
## 8625 434 ZFP677 0.6833924 0.039857348 1.24803994
## 8626 434 RCN1 -1.3482131 0.039857348 1.24803994
## 8627 434 GCA 1.7133449 0.039857348 1.24803994
## 8628 434 S100A6 -3.0633758 0.039857348 1.24803994
## 8629 434 ATP1B2 -1.1594880 0.039857348 1.24803994
## 8630 434 ADCY6 -0.7557491 0.039857348 1.24803994
## 8631 434 UTRN 0.6515582 0.039857348 1.24803994
## 8632 434 PDLIM3 -0.8876939 0.039857348 1.24803994
## 8633 434 PDLIM1 -3.7528403 0.039857348 1.24803994
## 8634 434 TPD52 1.5709770 0.039857348 1.24803994
## 8635 434 ZNRF3 1.4896919 0.039857348 1.24803994
## 8636 434 BC026585 -0.4919124 0.039857348 1.24803994
## 8637 434 PLOD1 -1.2735173 0.039857348 1.24803994
## 8638 434 NT5C2 1.7174760 0.039857348 1.24803994
## 8639 434 NGFRAP1 0.8418163 0.039857348 1.24803994
## 8640 434 GGTA1 -1.1481923 0.039857348 1.24803994
## 8641 434 POLK 2.3698924 0.039857348 1.24803994
## 8642 434 SCN2A1 0.3935116 0.039857348 1.24803994
## 8643 434 ZFP827 -1.5508698 0.039857348 1.24803994
## 8644 434 PGM5 1.9231251 0.039857348 1.24803994
## 8645 434 UHRF2 -0.5309022 0.039857348 1.24803994
## 8646 434 BAZ1A -1.1593510 0.039857348 1.24803994
## 8647 434 ZFP462 -1.1211281 0.039857348 1.24803994
## 8648 434 ATP2C1 0.5672868 0.039857348 1.24803994
## 8649 434 ACAP2 -0.3690319 0.039857348 1.24803994
## 8650 434 PRDM5 1.3695664 0.039857348 1.24803994
## 8651 434 PRDM1 -1.0592437 0.039857348 1.24803994
## 8652 434 TGFB1I1 -0.9829797 0.039857348 1.24803994
## 8653 434 ENPP2 1.6751688 0.039857348 1.24803994
## 8654 434 ENPP3 -2.5999655 0.039857348 1.24803994
## 8655 434 ASAP2 -1.5758740 0.039857348 1.24803994
## 8656 434 SFXN1 -0.8271473 0.039857348 1.24803994
## 8657 434 ZNRD1 0.2680855 0.039857348 1.24803994
## 8658 434 MYO9B -0.4576615 0.039857348 1.24803994
## 8659 434 RFFL -0.3729210 0.039857348 1.24803994
## 8660 434 CHEK2 -1.7097425 0.039857348 1.24803994
## 8661 434 ASAP3 0.8332254 0.039857348 1.24803994
## 8662 434 MACF1 0.6852201 0.039857348 1.24803994
## 8663 434 IDH2 -0.6563943 0.039857348 1.24803994
## 8664 434 SLC31A1 3.3399076 0.039857348 1.24803994
## 8665 434 CRIP1 -0.6938451 0.039857348 1.24803994
## 8666 434 ZBTB46 -0.5294186 0.039857348 1.24803994
## 8667 434 SCD2 1.4493419 0.039857348 1.24803994
## 8668 434 BMP1 -0.5384685 0.039857348 1.24803994
## 8669 434 ZFP600 -0.2955049 0.039857348 1.24803994
## 8670 434 ZFP449 0.3627340 0.039857348 1.24803994
## 8671 434 RYBP 0.7918656 0.039857348 1.24803994
## 8672 434 S100A10 -1.7768971 0.039857348 1.24803994
## 8673 434 CSRP2 1.7212702 0.039857348 1.24803994
## 8674 434 CSRP3 -0.9135559 0.039857348 1.24803994
## 8675 434 ATP13A5 0.3757767 0.039857348 1.24803994
## 8676 434 CYP4B1 -2.4019783 0.039857348 1.24803994
## 8677 434 CBLB -1.0784070 0.039857348 1.24803994
## 8678 434 PLA2G4A 3.0518281 0.039857348 1.24803994
## 8679 434 ZFP442 0.6289164 0.039857348 1.24803994
## 8680 434 RNF7 0.3447189 0.039857348 1.24803994
## 8681 434 GBE1 1.8989464 0.039857348 1.24803994
## 8682 434 DCP2 0.4280109 0.039857348 1.24803994
## 8683 434 BCL6B -1.3846537 0.039857348 1.24803994
## 8684 434 RHEB 0.5187213 0.039857348 1.24803994
## 8685 434 KLF3 -0.3085208 0.039857348 1.24803994
## 8686 434 ARSB 0.5514100 0.039857348 1.24803994
## 8687 434 KCNJ15 -0.3255041 0.039857348 1.24803994
## 8688 434 STEAP4 -1.0645719 0.039857348 1.24803994
## 8689 434 PPARD 0.6858954 0.039857348 1.24803994
## 8690 434 PXDN -3.3473042 0.039857348 1.24803994
## 8691 434 ZCCHC24 -0.6847723 0.039857348 1.24803994
## 8692 434 ACVRL1 0.5096903 0.039857348 1.24803994
## 8693 434 COPS5 0.7501437 0.039857348 1.24803994
## 8694 434 PPARG -3.6760365 0.039857348 1.24803994
## 8695 434 SOBP 0.7320054 0.039857348 1.24803994
## 8696 434 FANCL 0.5075722 0.039857348 1.24803994
## 8697 434 CYP39A1 1.0527763 0.039857348 1.24803994
## 8698 434 NEURL1B -0.5717932 0.039857348 1.24803994
## 8699 434 NOS2 -0.7167468 0.039857348 1.24803994
## 8700 434 COX17 0.3636993 0.039857348 1.24803994
## 8701 434 ZFP423 1.0518942 0.039857348 1.24803994
## 8702 434 ADAM10 0.4370403 0.039857348 1.24803994
## 8703 434 VIL1 1.3599698 0.039857348 1.24803994
## 8704 434 CYB5B 1.0679666 0.039857348 1.24803994
## 8705 434 ZCCHC17 0.4590762 0.039857348 1.24803994
## 8706 434 EFHC2 2.6656200 0.039857348 1.24803994
## 8707 434 PRUNE 1.2060202 0.039857348 1.24803994
## 8708 434 ADK 1.7241557 0.039857348 1.24803994
## 8709 434 SGCE -1.5005806 0.039857348 1.24803994
## 8710 434 ADAM19 -1.2154123 0.039857348 1.24803994
## 8711 434 PMPCB 0.4247653 0.039857348 1.24803994
## 8712 434 MAP3K12 -0.5351272 0.039857348 1.24803994
## 8713 434 SLC39A14 -0.8730863 0.039857348 1.24803994
## 8714 434 ZFP418 0.8768379 0.039857348 1.24803994
## 8715 434 ZFP710 -0.6097582 0.039857348 1.24803994
## 8716 434 LIMS2 -0.8359992 0.039857348 1.24803994
## 8717 434 ZFP715 -1.0408712 0.039857348 1.24803994
## 8718 434 SLC39A10 2.4866533 0.039857348 1.24803994
## 8719 434 ZFP69 -1.1257086 0.039857348 1.24803994
## 8720 434 CETN3 0.3482974 0.039857348 1.24803994
## 8721 434 CETN2 0.8485781 0.039857348 1.24803994
## 8722 434 EDEM3 0.4424082 0.039857348 1.24803994
## 8723 434 EDEM2 0.5054874 0.039857348 1.24803994
## 8724 434 DCHS1 -0.9529726 0.039857348 1.24803994
## 8725 434 TPCN1 0.5257384 0.039857348 1.24803994
## 8726 434 POLR2A 0.5441116 0.039857348 1.24803994
## 8727 434 GNPTAB 0.4735567 0.039857348 1.24803994
## 8728 434 PRKAA2 -0.4506602 0.039857348 1.24803994
## 8729 434 FYCO1 1.4595369 0.039857348 1.24803994
## 8730 434 CAR2 1.6099806 0.039857348 1.24803994
## 8731 434 ZFP53 -0.5802603 0.039857348 1.24803994
## 8732 434 ZFP52 1.2539740 0.039857348 1.24803994
## 8733 434 ZFP51 0.5428319 0.039857348 1.24803994
## 8734 434 NOS1 0.4966184 0.039857348 1.24803994
## 8735 434 RBM20 0.4503695 0.039857348 1.24803994
## 8736 434 ATP1A1 0.6178691 0.039857348 1.24803994
## 8737 434 ITPR3 0.5506697 0.039857348 1.24803994
## 8738 434 SNAI2 -0.8955507 0.039857348 1.24803994
## 8739 434 MSRB2 0.7701742 0.039857348 1.24803994
## 8740 434 MAPK12 -0.3393402 0.039857348 1.24803994
## 8741 434 YAF2 0.6726330 0.039857348 1.24803994
## 8742 434 FYN -1.6589775 0.039857348 1.24803994
## 8743 434 FBLN2 -1.9822873 0.039857348 1.24803994
## 8744 434 FBLN5 -1.8087355 0.039857348 1.24803994
## 8745 434 CHN2 1.9067284 0.039857348 1.24803994
## 8746 434 NLN -0.9765266 0.039857348 1.24803994
## 8747 434 CALM2 -0.2896489 0.039857348 1.24803994
## 8748 434 COX5A 0.7745209 0.039857348 1.24803994
## 8749 434 TTN -0.6633600 0.039857348 1.24803994
## 8750 434 FAHD1 0.5462883 0.039857348 1.24803994
## 8751 434 CISD1 1.1941109 0.039857348 1.24803994
## 8752 434 GATA6 -0.8680981 0.039857348 1.24803994
## 8753 434 TIMM8B 0.7434149 0.039857348 1.24803994
## 8754 434 POR 0.5795204 0.039857348 1.24803994
## 8755 434 CLPX 0.5433126 0.039857348 1.24803994
## 8756 434 NEBL 2.0592627 0.039857348 1.24803994
## 8757 434 TNS3 -0.3539310 0.039857348 1.24803994
## 8758 434 ISCU 0.6355529 0.039857348 1.24803994
## 8759 434 IGSF5 1.3725783 0.039857348 1.24803994
## 8760 434 PLCE1 -0.5838718 0.039857348 1.24803994
## 8761 434 CAR8 -3.6993459 0.039857348 1.24803994
## 8762 434 SLC25A37 -0.8458242 0.039857348 1.24803994
## 8763 434 CAR4 0.6921409 0.039857348 1.24803994
## 8764 434 DST -0.9919195 0.039857348 1.24803994
## 8765 434 PRPS2 -1.5910835 0.039857348 1.24803994
## 8766 434 SLC38A3 4.7617553 0.039857348 1.24803994
## 8767 434 MYL2 -4.4515265 0.039857348 1.24803994
## 8768 434 AGFG1 1.3809748 0.039857348 1.24803994
## 8769 434 MYL3 -2.0417802 0.039857348 1.24803994
## 8770 434 WT1 -2.4578951 0.039857348 1.24803994
## 8771 434 FTH1 0.2544095 0.039857348 1.24803994
## 8772 434 SLC30A1 1.4627024 0.039857348 1.24803994
## 8773 434 B3GNT2 0.8552599 0.039857348 1.24803994
## 8774 434 ENTPD1 0.8515158 0.039857348 1.24803994
## 8775 434 ACY1 0.2835209 0.039857348 1.24803994
## 8776 434 ZMYM4 0.4661236 0.039857348 1.24803994
## 8777 434 BMX 1.3892504 0.039857348 1.24803994
## 8778 434 MYLPF 1.0616846 0.039857348 1.24803994
## 8779 434 KAT5 0.4768200 0.039857348 1.24803994
## 8780 434 TET1 0.9962682 0.039857348 1.24803994
## 8781 434 FOXP1 0.9040130 0.039857348 1.24803994
## 8782 434 TRIM59 -1.1938190 0.039857348 1.24803994
## 8783 434 ITGA5 -0.8219463 0.039857348 1.24803994
## 8784 434 PRICKLE3 -0.4561361 0.039857348 1.24803994
## 8785 434 PRICKLE2 -0.4355170 0.039857348 1.24803994
## 8786 434 MYLK -0.4373395 0.039857348 1.24803994
## 8787 434 AEBP1 -0.5444574 0.039857348 1.24803994
## 8788 434 HPRT 0.6275924 0.039857348 1.24803994
## 8789 434 MLPH 0.3636092 0.039857348 1.24803994
## 8790 434 PLCB4 -0.8033203 0.039857348 1.24803994
## 8791 434 ANG 1.7859395 0.039857348 1.24803994
## 8792 434 ATP8B1 -2.1074006 0.039857348 1.24803994
## 8793 434 MT2 3.3422036 0.039857348 1.24803994
## 8794 434 MT1 2.2178710 0.039857348 1.24803994
## 8795 434 ZYX -1.0582733 0.039857348 1.24803994
## 8796 434 NSF 0.4565566 0.039857348 1.24803994
## 8797 434 PHC1 0.7806199 0.039857348 1.24803994
## 8798 434 EGR1 -0.9804991 0.039857348 1.24803994
## 8799 434 PFKP -0.9427482 0.039857348 1.24803994
## 8800 434 RUNX1T1 -1.0305069 0.039857348 1.24803994
## 8801 434 PFKM 0.5475063 0.039857348 1.24803994
## 8802 434 LMBRD1 0.6021261 0.039857348 1.24803994
## 8803 434 PRKCB 2.0486665 0.039857348 1.24803994
## 8804 434 PRKD1 -1.5052004 0.039857348 1.24803994
## 8805 434 ACVR2A -0.6891467 0.039857348 1.24803994
## 8806 434 PRKD2 -0.7877410 0.039857348 1.24803994
## 8807 434 ZADH2 0.4537001 0.039857348 1.24803994
## 8808 434 MDM4 -0.5209411 0.039857348 1.24803994
## 8809 434 PRNP 1.0410868 0.039857348 1.24803994
## 8810 434 GM13154 -0.5452052 0.039857348 1.24803994
## 8811 434 CYP51 1.1453600 0.039857348 1.24803994
## 8812 434 CPM -0.8186774 0.039857348 1.24803994
## 8813 434 ING2 1.0984357 0.039857348 1.24803994
## 8814 434 XIAP -0.5849276 0.039857348 1.24803994
## 8815 434 SPOCK2 4.7286338 0.039857348 1.24803994
## 8816 434 PRND -2.6433152 0.039857348 1.24803994
## 8817 434 NANOS1 1.4480661 0.039857348 1.24803994
## 8818 434 C1S -0.9271280 0.039857348 1.24803994
## 8819 434 TMEM37 0.5319626 0.039857348 1.24803994
## 8820 434 ERCC5 0.7445968 0.039857348 1.24803994
## 8821 434 RASGRP4 0.4342518 0.039857348 1.24803994
## 8822 434 SLC39A8 3.1251710 0.039857348 1.24803994
## 8823 434 PLCD1 -0.5474868 0.039857348 1.24803994
## 8824 434 PHF20L1 -0.4672515 0.039857348 1.24803994
## 8825 434 ENO1 0.6613974 0.039857348 1.24803994
## 8826 434 ZC3H12C -1.0646099 0.039857348 1.24803994
## 8827 434 SLC10A6 -0.9724572 0.039857348 1.24803994
## 8828 434 PAPLN -0.9733092 0.039857348 1.24803994
## 8829 434 HBA-A1 -1.5501629 0.039857348 1.24803994
## 8830 434 HBA-A2 -1.5726738 0.039857348 1.24803994
## 8831 434 ZFP286 0.4025596 0.039857348 1.24803994
## 8832 434 SULF1 -1.8682084 0.039857348 1.24803994
## 8833 434 SLC5A6 0.6014417 0.039857348 1.24803994
## 8834 434 2610305D13RIK -0.8090952 0.039857348 1.24803994
## 8835 434 CYB5D2 -0.4634441 0.039857348 1.24803994
## 8836 434 ARAP3 -0.5313069 0.039857348 1.24803994
## 8837 434 ARAP2 1.0662260 0.039857348 1.24803994
## 8838 434 ARAP1 -0.3623889 0.039857348 1.24803994
## 8839 434 ATP8A1 1.3527361 0.039857348 1.24803994
## 8840 26 ENPP2 1.6751688 0.038320323 0.78446454
## 8841 26 SPOCK2 4.7286338 0.038320323 0.78446454
## 8842 26 PGLYRP1 4.7509248 0.038320323 0.78446454
## 8843 26 FSTL1 -1.4887532 0.038320323 0.78446454
## 8844 26 POSTN -1.9800983 0.038320323 0.78446454
## 8845 26 DCN -3.4268267 0.038320323 0.78446454
## 8846 26 CD44 -1.0396956 0.038320323 0.78446454
## 8847 26 SERPINE2 1.0849144 0.038320323 0.78446454
## 8848 26 ANG 1.7859395 0.038320323 0.78446454
## 8849 26 APOE 0.8698346 0.038320323 0.78446454
## 8850 26 CFH 1.9358053 0.038320323 0.78446454
## 8851 26 PTN 5.5709268 0.038320323 0.78446454
## 8852 26 FGF2 -0.5859693 0.038320323 0.78446454
## 8853 26 FN1 1.8449363 0.038320323 0.78446454
## 8854 26 LPL -4.7634007 0.038320323 0.78446454
## 8855 26 PRG4 -3.1630155 0.038320323 0.78446454
## 8856 26 FBN1 -1.3404195 0.038320323 0.78446454
## 8857 26 CCDC80 -2.4799752 0.038320323 0.78446454
## 8858 26 LRPAP1 0.3978039 0.038320323 0.78446454
## 8859 26 BGN -1.5797421 0.038320323 0.78446454
## 8860 26 EGFLAM 0.8570897 0.038320323 0.78446454
## 8861 26 NAV2 0.4839409 0.038320323 0.78446454
## 8862 26 LAYN 2.3060945 0.038320323 0.78446454
## 8863 26 STAB1 -0.4562437 0.038320323 0.78446454
## 8864 26 HBEGF 1.1368100 0.038320323 0.78446454
## 8865 26 TGFBR3 1.2105366 0.038320323 0.78446454
## 8866 26 ENPP2 1.6751688 0.038320323 0.78446454
## 8867 26 SPOCK2 4.7286338 0.038320323 0.78446454
## 8868 26 PGLYRP1 4.7509248 0.038320323 0.78446454
## 8869 26 FSTL1 -1.4887532 0.038320323 0.78446454
## 8870 26 POSTN -1.9800983 0.038320323 0.78446454
## 8871 26 DCN -3.4268267 0.038320323 0.78446454
## 8872 26 CD44 -1.0396956 0.038320323 0.78446454
## 8873 26 SERPINE2 1.0849144 0.038320323 0.78446454
## 8874 26 ANG 1.7859395 0.038320323 0.78446454
## 8875 26 APOE 0.8698346 0.038320323 0.78446454
## 8876 26 CFH 1.9358053 0.038320323 0.78446454
## 8877 26 PTN 5.5709268 0.038320323 0.78446454
## 8878 26 FGF2 -0.5859693 0.038320323 0.78446454
## 8879 26 FN1 1.8449363 0.038320323 0.78446454
## 8880 26 LPL -4.7634007 0.038320323 0.78446454
## 8881 26 PRG4 -3.1630155 0.038320323 0.78446454
## 8882 26 FBN1 -1.3404195 0.038320323 0.78446454
## 8883 26 CCDC80 -2.4799752 0.038320323 0.78446454
## 8884 26 LRPAP1 0.3978039 0.038320323 0.78446454
## 8885 26 BGN -1.5797421 0.038320323 0.78446454
## 8886 26 EGFLAM 0.8570897 0.038320323 0.78446454
## 8887 26 NAV2 0.4839409 0.038320323 0.78446454
## 8888 26 LAYN 2.3060945 0.038320323 0.78446454
## 8889 26 STAB1 -0.4562437 0.038320323 0.78446454
## 8890 26 HBEGF 1.1368100 0.038320323 0.78446454
## 8891 26 TGFBR3 1.2105366 0.038320323 0.78446454
## 8892 23 ATP5E 0.3125334 0.036665139 1.04257207
## 8893 23 ATP1B2 -1.1594880 0.036665139 1.04257207
## 8894 23 ABCA8B -0.6333920 0.036665139 1.04257207
## 8895 23 ATP10A 4.1988042 0.036665139 1.04257207
## 8896 23 ATP11B 0.8076871 0.036665139 1.04257207
## 8897 23 ATP11A 0.5015364 0.036665139 1.04257207
## 8898 23 ATP1A1 0.6178691 0.036665139 1.04257207
## 8899 23 ATP10D 0.7066596 0.036665139 1.04257207
## 8900 23 ATP13A5 0.3757767 0.036665139 1.04257207
## 8901 23 ATP6V1A 0.6504485 0.036665139 1.04257207
## 8902 23 ABCC9 -0.5831183 0.036665139 1.04257207
## 8903 23 ATP2B4 -1.8662842 0.036665139 1.04257207
## 8904 23 ABCB1A 1.6552951 0.036665139 1.04257207
## 8905 23 ATP2C1 0.5672868 0.036665139 1.04257207
## 8906 23 ABCB1B -1.9325711 0.036665139 1.04257207
## 8907 23 ATP9A -1.4010882 0.036665139 1.04257207
## 8908 23 ATP8B1 -2.1074006 0.036665139 1.04257207
## 8909 23 ABCC4 1.9315770 0.036665139 1.04257207
## 8910 23 SEC61A1 0.6563832 0.036665139 1.04257207
## 8911 23 ABCC5 -0.8480902 0.036665139 1.04257207
## 8912 23 SEC61G -0.5924765 0.036665139 1.04257207
## 8913 23 ATP8A1 1.3527361 0.036665139 1.04257207
## 8914 23 ABCC6 0.3571941 0.036665139 1.04257207
## 8915 23 ATP5E 0.3125334 0.039612308 1.04257207
## 8916 23 ATP1B2 -1.1594880 0.039612308 1.04257207
## 8917 23 ABCA8B -0.6333920 0.039612308 1.04257207
## 8918 23 ATP10A 4.1988042 0.039612308 1.04257207
## 8919 23 ATP11B 0.8076871 0.039612308 1.04257207
## 8920 23 ATP11A 0.5015364 0.039612308 1.04257207
## 8921 23 ATP1A1 0.6178691 0.039612308 1.04257207
## 8922 23 ATP10D 0.7066596 0.039612308 1.04257207
## 8923 23 ATP13A5 0.3757767 0.039612308 1.04257207
## 8924 23 ATP6V1A 0.6504485 0.039612308 1.04257207
## 8925 23 ABCC9 -0.5831183 0.039612308 1.04257207
## 8926 23 ATP2B4 -1.8662842 0.039612308 1.04257207
## 8927 23 ABCB1A 1.6552951 0.039612308 1.04257207
## 8928 23 ATP2C1 0.5672868 0.039612308 1.04257207
## 8929 23 ABCB1B -1.9325711 0.039612308 1.04257207
## 8930 23 ATP9A -1.4010882 0.039612308 1.04257207
## 8931 23 ATP8B1 -2.1074006 0.039612308 1.04257207
## 8932 23 ABCC4 1.9315770 0.039612308 1.04257207
## 8933 23 SEC61A1 0.6563832 0.039612308 1.04257207
## 8934 23 ABCC5 -0.8480902 0.039612308 1.04257207
## 8935 23 SEC61G -0.5924765 0.039612308 1.04257207
## 8936 23 ATP8A1 1.3527361 0.039612308 1.04257207
## 8937 23 ABCC6 0.3571941 0.039612308 1.04257207
## 8938 429 GDA -2.8644980 0.044065502 1.01388955
## 8939 429 CDIPT -0.7031981 0.044065502 1.01388955
## 8940 429 LTBP1 -1.7956945 0.044065502 1.01388955
## 8941 429 PTGS2 3.0743014 0.044065502 1.01388955
## 8942 429 PTGS1 -1.0167608 0.044065502 1.01388955
## 8943 429 FSTL1 -1.4887532 0.044065502 1.01388955
## 8944 429 MYLIP -0.9352888 0.044065502 1.01388955
## 8945 429 RORA 0.7023584 0.044065502 1.01388955
## 8946 429 ITSN1 0.4589041 0.044065502 1.01388955
## 8947 429 FAH -0.5426567 0.044065502 1.01388955
## 8948 429 MAP3K5 -2.5823383 0.044065502 1.01388955
## 8949 429 CH25H 2.6691050 0.044065502 1.01388955
## 8950 429 MAP3K8 1.1640633 0.044065502 1.01388955
## 8951 429 AIF1L 1.0643010 0.044065502 1.01388955
## 8952 429 DDAH1 2.2459707 0.044065502 1.01388955
## 8953 429 ADAM9 -0.4837100 0.044065502 1.01388955
## 8954 429 CDH23 -1.1805802 0.044065502 1.01388955
## 8955 429 CYP1A1 -1.5564060 0.044065502 1.01388955
## 8956 429 RXRA -0.3709072 0.044065502 1.01388955
## 8957 429 ZHX1 0.5367889 0.044065502 1.01388955
## 8958 429 F8 -0.5775755 0.044065502 1.01388955
## 8959 429 COLEC11 -0.4511480 0.044065502 1.01388955
## 8960 429 CYP2E1 2.4913518 0.044065502 1.01388955
## 8961 429 ADAMTS9 -2.5714289 0.044065502 1.01388955
## 8962 429 NME3 0.5649069 0.044065502 1.01388955
## 8963 429 NAPEPLD 1.9493891 0.044065502 1.01388955
## 8964 429 F5 1.0342927 0.044065502 1.01388955
## 8965 429 UNC13C 0.5117994 0.044065502 1.01388955
## 8966 429 ADAMTS5 -1.9192924 0.044065502 1.01388955
## 8967 429 KCNJ2 0.9502635 0.044065502 1.01388955
## 8968 429 DIDO1 -0.3183708 0.044065502 1.01388955
## 8969 429 DAGLA 0.2561199 0.044065502 1.01388955
## 8970 429 LPCAT1 -0.7165066 0.044065502 1.01388955
## 8971 429 PIR 2.3707597 0.044065502 1.01388955
## 8972 429 ZDHHC9 0.9178260 0.044065502 1.01388955
## 8973 429 CASZ1 -0.4007014 0.044065502 1.01388955
## 8974 429 FAHD2A 0.6383133 0.044065502 1.01388955
## 8975 429 DHX58 0.6225685 0.044065502 1.01388955
## 8976 429 GPD2 1.8567918 0.044065502 1.01388955
## 8977 429 ASXL3 -1.2067262 0.044065502 1.01388955
## 8978 429 MGAT4A -1.8612474 0.044065502 1.01388955
## 8979 429 PCDH10 0.2447438 0.044065502 1.01388955
## 8980 429 TGFBR2 0.9984773 0.044065502 1.01388955
## 8981 429 ATP11B 0.8076871 0.044065502 1.01388955
## 8982 429 ATP11A 0.5015364 0.044065502 1.01388955
## 8983 429 PCDH12 -1.4947782 0.044065502 1.01388955
## 8984 429 PCDH17 -2.0914267 0.044065502 1.01388955
## 8985 429 KCNJ8 -0.6850658 0.044065502 1.01388955
## 8986 429 TRPS1 0.9810747 0.044065502 1.01388955
## 8987 429 TRAFD1 -0.6052974 0.044065502 1.01388955
## 8988 429 CACHD1 1.0923425 0.044065502 1.01388955
## 8989 429 ZNFX1 -0.4673611 0.044065502 1.01388955
## 8990 429 CYP2J6 -0.9309146 0.044065502 1.01388955
## 8991 429 ATP10A 4.1988042 0.044065502 1.01388955
## 8992 429 ATP10D 0.7066596 0.044065502 1.01388955
## 8993 429 MMP25 0.3999529 0.044065502 1.01388955
## 8994 429 SMAP1 0.6551348 0.044065502 1.01388955
## 8995 429 GUCY1A2 -0.5579338 0.044065502 1.01388955
## 8996 429 ZFP354A 1.2591820 0.044065502 1.01388955
## 8997 429 MICAL1 0.3486104 0.044065502 1.01388955
## 8998 429 SLC22A5 0.5032908 0.044065502 1.01388955
## 8999 429 ZFP354B 0.7227799 0.044065502 1.01388955
## 9000 429 MBLAC2 1.4534448 0.044065502 1.01388955
## 9001 429 ZDHHC2 -1.3864795 0.044065502 1.01388955
## 9002 429 AR -1.1537604 0.044065502 1.01388955
## 9003 429 CAR14 1.3789976 0.044065502 1.01388955
## 9004 429 MICAL2 -1.1802852 0.044065502 1.01388955
## 9005 429 PDE10A -0.6455607 0.044065502 1.01388955
## 9006 429 MMP15 -1.4652837 0.044065502 1.01388955
## 9007 429 ZSWIM1 1.4144438 0.044065502 1.01388955
## 9008 429 MYRIP 0.7350114 0.044065502 1.01388955
## 9009 429 MAST2 0.3355945 0.044065502 1.01388955
## 9010 429 GUCY1B3 -0.7307321 0.044065502 1.01388955
## 9011 429 EGFL8 0.7083324 0.044065502 1.01388955
## 9012 429 NKD1 3.3228355 0.044065502 1.01388955
## 9013 429 SORD 0.5704929 0.044065502 1.01388955
## 9014 429 TBC1D9 -0.5675936 0.044065502 1.01388955
## 9015 429 FHL1 -0.7671229 0.044065502 1.01388955
## 9016 429 TRIM16 1.0265202 0.044065502 1.01388955
## 9017 429 EEA1 -0.3566612 0.044065502 1.01388955
## 9018 429 NECAB3 -0.2226489 0.044065502 1.01388955
## 9019 429 TCEA3 0.5083359 0.044065502 1.01388955
## 9020 429 PCDHB16 -0.5630452 0.044065502 1.01388955
## 9021 429 PKD2 -0.6848571 0.044065502 1.01388955
## 9022 429 PPP3CC 0.7898093 0.044065502 1.01388955
## 9023 429 ACSL3 2.4464795 0.044065502 1.01388955
## 9024 429 ACSL6 0.3600899 0.044065502 1.01388955
## 9025 429 ACSL5 -0.3634335 0.044065502 1.01388955
## 9026 429 BRD1 -0.3637327 0.044065502 1.01388955
## 9027 429 TRIM28 -0.2401768 0.044065502 1.01388955
## 9028 429 FADS3 -1.5897039 0.044065502 1.01388955
## 9029 429 PHF10 0.7286142 0.044065502 1.01388955
## 9030 429 NID1 -1.3734728 0.044065502 1.01388955
## 9031 429 TRIM24 -0.4260120 0.044065502 1.01388955
## 9032 429 PHYH 1.1297593 0.044065502 1.01388955
## 9033 429 CABYR 0.7507259 0.044065502 1.01388955
## 9034 429 CDH13 -2.2703880 0.044065502 1.01388955
## 9035 429 RPS6KA1 0.5728985 0.044065502 1.01388955
## 9036 429 RPS6KA2 -1.6764208 0.044065502 1.01388955
## 9037 429 AOX1 0.4180435 0.044065502 1.01388955
## 9038 429 LRP8 3.3563987 0.044065502 1.01388955
## 9039 429 CP 3.0784531 0.044065502 1.01388955
## 9040 429 NR5A2 -0.7327046 0.044065502 1.01388955
## 9041 429 MEGF6 0.2414265 0.044065502 1.01388955
## 9042 429 STK38 0.7217430 0.044065502 1.01388955
## 9043 429 LMO2 1.1218058 0.044065502 1.01388955
## 9044 429 TNNC1 -3.5213602 0.044065502 1.01388955
## 9045 429 ATOX1 1.2381989 0.044065502 1.01388955
## 9046 429 LMO7 -0.7436161 0.044065502 1.01388955
## 9047 429 ZXDB 0.2640934 0.044065502 1.01388955
## 9048 429 CAR5A 0.8574456 0.044065502 1.01388955
## 9049 429 ZIC1 0.2437727 0.044065502 1.01388955
## 9050 429 IL17RD 0.8236271 0.044065502 1.01388955
## 9051 429 ZIC3 3.9539621 0.044065502 1.01388955
## 9052 429 LNX1 -1.7663676 0.044065502 1.01388955
## 9053 429 ZIC2 1.5903616 0.044065502 1.01388955
## 9054 429 ASPA -2.0908172 0.044065502 1.01388955
## 9055 429 RNF141 0.8182445 0.044065502 1.01388955
## 9056 429 CYGB -0.4656836 0.044065502 1.01388955
## 9057 429 LONRF3 1.4401994 0.044065502 1.01388955
## 9058 429 ASPH -1.0012558 0.044065502 1.01388955
## 9059 429 MB -1.7171237 0.044065502 1.01388955
## 9060 429 RET 1.1952974 0.044065502 1.01388955
## 9061 429 PDXK 1.9413063 0.044065502 1.01388955
## 9062 429 NUDT4 -1.2717077 0.044065502 1.01388955
## 9063 429 NRD1 0.4015179 0.044065502 1.01388955
## 9064 429 TECR 0.8028654 0.044065502 1.01388955
## 9065 429 MIB1 -0.2899698 0.044065502 1.01388955
## 9066 429 RASGRF2 -2.0588121 0.044065502 1.01388955
## 9067 429 RFK 0.4079293 0.044065502 1.01388955
## 9068 429 ATP9A -1.4010882 0.044065502 1.01388955
## 9069 429 PDE5A 0.8969331 0.044065502 1.01388955
## 9070 429 SLC40A1 4.5186054 0.044065502 1.01388955
## 9071 429 XDH -0.5822439 0.044065502 1.01388955
## 9072 429 EXTL3 1.8057934 0.044065502 1.01388955
## 9073 429 ADHFE1 -1.3859644 0.044065502 1.01388955
## 9074 429 ADAMTSL2 0.3110116 0.044065502 1.01388955
## 9075 429 BMPR2 0.6590347 0.044065502 1.01388955
## 9076 429 CXXC4 -0.4424631 0.044065502 1.01388955
## 9077 429 KCNA5 -2.9110702 0.044065502 1.01388955
## 9078 429 TTYH3 -0.5635840 0.044065502 1.01388955
## 9079 429 TTYH2 1.3580564 0.044065502 1.01388955
## 9080 429 OTUD7B 0.5804516 0.044065502 1.01388955
## 9081 429 RNF168 0.4875635 0.044065502 1.01388955
## 9082 429 FGD6 0.8087772 0.044065502 1.01388955
## 9083 429 TEC 0.8492222 0.044065502 1.01388955
## 9084 429 CACNA2D1 -0.4306334 0.044065502 1.01388955
## 9085 429 VAV3 -3.2720604 0.044065502 1.01388955
## 9086 429 ADAM23 -1.0844037 0.044065502 1.01388955
## 9087 429 EFEMP2 0.7866735 0.044065502 1.01388955
## 9088 429 KCNB1 -1.0854138 0.044065502 1.01388955
## 9089 429 SMG1 -0.3758097 0.044065502 1.01388955
## 9090 429 MYL12B 0.2076979 0.044065502 1.01388955
## 9091 429 S100B 0.3014963 0.044065502 1.01388955
## 9092 429 EBF3 -2.3783256 0.044065502 1.01388955
## 9093 429 FREM2 0.8510785 0.044065502 1.01388955
## 9094 429 ZIC5 0.5712473 0.044065502 1.01388955
## 9095 429 RNF157 -0.5555226 0.044065502 1.01388955
## 9096 429 HIVEP1 0.5239976 0.044065502 1.01388955
## 9097 429 ADAM22 -0.5795833 0.044065502 1.01388955
## 9098 429 ABL2 0.5324753 0.044065502 1.01388955
## 9099 429 CACNA1A 0.7432564 0.044065502 1.01388955
## 9100 429 KDM6A 0.5337429 0.044065502 1.01388955
## 9101 429 CLSTN1 0.4104121 0.044065502 1.01388955
## 9102 429 SC4MOL 0.8632766 0.044065502 1.01388955
## 9103 429 HMOX2 -0.4664666 0.044065502 1.01388955
## 9104 429 TRIM2 -0.8255637 0.044065502 1.01388955
## 9105 429 TRIM3 -0.5148792 0.044065502 1.01388955
## 9106 429 RNF103 0.9922934 0.044065502 1.01388955
## 9107 429 CAT 0.6619803 0.044065502 1.01388955
## 9108 429 GM5595 0.8080354 0.044065502 1.01388955
## 9109 429 IMPDH1 0.7050896 0.044065502 1.01388955
## 9110 429 ZFP551 0.6004542 0.044065502 1.01388955
## 9111 429 TRPM6 1.6483257 0.044065502 1.01388955
## 9112 429 LIMK1 0.4970490 0.044065502 1.01388955
## 9113 429 MBNL2 -0.7549499 0.044065502 1.01388955
## 9114 429 VAT1 1.2598953 0.044065502 1.01388955
## 9115 429 PGM2L1 -0.4994141 0.044065502 1.01388955
## 9116 429 ARL3 0.4874493 0.044065502 1.01388955
## 9117 429 2700081O15RIK -0.4407988 0.044065502 1.01388955
## 9118 429 LIMCH1 0.4431912 0.044065502 1.01388955
## 9119 429 ERN1 0.7331847 0.044065502 1.01388955
## 9120 429 PPM1L 0.6600464 0.044065502 1.01388955
## 9121 429 PDE9A -0.4640368 0.044065502 1.01388955
## 9122 429 CASQ2 -1.1641037 0.044065502 1.01388955
## 9123 429 GALNT1 -0.7574924 0.044065502 1.01388955
## 9124 429 ABLIM3 -3.8146925 0.044065502 1.01388955
## 9125 429 CABP1 -1.1372441 0.044065502 1.01388955
## 9126 429 EGLN3 -0.7357847 0.044065502 1.01388955
## 9127 429 ADH5 0.5465136 0.044065502 1.01388955
## 9128 429 NR3C2 0.8578552 0.044065502 1.01388955
## 9129 429 EGLN1 -0.5128686 0.044065502 1.01388955
## 9130 429 NR3C1 0.3773807 0.044065502 1.01388955
## 9131 429 CDH2 1.2832653 0.044065502 1.01388955
## 9132 429 CDKAL1 -0.6108402 0.044065502 1.01388955
## 9133 429 CDH5 -0.5147797 0.044065502 1.01388955
## 9134 429 DPF1 -0.2116084 0.044065502 1.01388955
## 9135 429 ADPRHL1 -0.2389547 0.044065502 1.01388955
## 9136 429 PRRG3 -1.2160902 0.044065502 1.01388955
## 9137 429 PRRG4 -1.7520030 0.044065502 1.01388955
## 9138 429 ADH1 -1.4011037 0.044065502 1.01388955
## 9139 429 KDM3A 0.6713225 0.044065502 1.01388955
## 9140 429 EHD1 -1.2720353 0.044065502 1.01388955
## 9141 429 EHD2 -1.5730829 0.044065502 1.01388955
## 9142 429 RNF144A -2.1981773 0.044065502 1.01388955
## 9143 429 RNF144B 1.7338390 0.044065502 1.01388955
## 9144 429 WDFY2 -0.6174388 0.044065502 1.01388955
## 9145 429 ADARB1 -1.9644016 0.044065502 1.01388955
## 9146 429 SLC12A2 -1.4221903 0.044065502 1.01388955
## 9147 429 FBN1 -1.3404195 0.044065502 1.01388955
## 9148 429 CREB5 -1.7745914 0.044065502 1.01388955
## 9149 429 IDO1 -0.5535398 0.044065502 1.01388955
## 9150 429 TAB2 0.5390739 0.044065502 1.01388955
## 9151 429 TAB3 0.7712466 0.044065502 1.01388955
## 9152 429 ICK 0.4702803 0.044065502 1.01388955
## 9153 429 ZFP677 0.6833924 0.044065502 1.01388955
## 9154 429 RCN1 -1.3482131 0.044065502 1.01388955
## 9155 429 GCA 1.7133449 0.044065502 1.01388955
## 9156 429 S100A6 -3.0633758 0.044065502 1.01388955
## 9157 429 ATP1B2 -1.1594880 0.044065502 1.01388955
## 9158 429 ADCY6 -0.7557491 0.044065502 1.01388955
## 9159 429 UTRN 0.6515582 0.044065502 1.01388955
## 9160 429 PDLIM3 -0.8876939 0.044065502 1.01388955
## 9161 429 PDLIM1 -3.7528403 0.044065502 1.01388955
## 9162 429 TPD52 1.5709770 0.044065502 1.01388955
## 9163 429 ZNRF3 1.4896919 0.044065502 1.01388955
## 9164 429 BC026585 -0.4919124 0.044065502 1.01388955
## 9165 429 PLOD1 -1.2735173 0.044065502 1.01388955
## 9166 429 NT5C2 1.7174760 0.044065502 1.01388955
## 9167 429 NGFRAP1 0.8418163 0.044065502 1.01388955
## 9168 429 GGTA1 -1.1481923 0.044065502 1.01388955
## 9169 429 POLK 2.3698924 0.044065502 1.01388955
## 9170 429 SCN2A1 0.3935116 0.044065502 1.01388955
## 9171 429 ZFP827 -1.5508698 0.044065502 1.01388955
## 9172 429 PGM5 1.9231251 0.044065502 1.01388955
## 9173 429 UHRF2 -0.5309022 0.044065502 1.01388955
## 9174 429 BAZ1A -1.1593510 0.044065502 1.01388955
## 9175 429 ZFP462 -1.1211281 0.044065502 1.01388955
## 9176 429 ATP2C1 0.5672868 0.044065502 1.01388955
## 9177 429 ACAP2 -0.3690319 0.044065502 1.01388955
## 9178 429 PRDM5 1.3695664 0.044065502 1.01388955
## 9179 429 PRDM1 -1.0592437 0.044065502 1.01388955
## 9180 429 TGFB1I1 -0.9829797 0.044065502 1.01388955
## 9181 429 ENPP2 1.6751688 0.044065502 1.01388955
## 9182 429 ENPP3 -2.5999655 0.044065502 1.01388955
## 9183 429 ASAP2 -1.5758740 0.044065502 1.01388955
## 9184 429 SFXN1 -0.8271473 0.044065502 1.01388955
## 9185 429 ZNRD1 0.2680855 0.044065502 1.01388955
## 9186 429 MYO9B -0.4576615 0.044065502 1.01388955
## 9187 429 RFFL -0.3729210 0.044065502 1.01388955
## 9188 429 CHEK2 -1.7097425 0.044065502 1.01388955
## 9189 429 ASAP3 0.8332254 0.044065502 1.01388955
## 9190 429 MACF1 0.6852201 0.044065502 1.01388955
## 9191 429 IDH2 -0.6563943 0.044065502 1.01388955
## 9192 429 SLC31A1 3.3399076 0.044065502 1.01388955
## 9193 429 CRIP1 -0.6938451 0.044065502 1.01388955
## 9194 429 ZBTB46 -0.5294186 0.044065502 1.01388955
## 9195 429 SCD2 1.4493419 0.044065502 1.01388955
## 9196 429 BMP1 -0.5384685 0.044065502 1.01388955
## 9197 429 ZFP600 -0.2955049 0.044065502 1.01388955
## 9198 429 ZFP449 0.3627340 0.044065502 1.01388955
## 9199 429 RYBP 0.7918656 0.044065502 1.01388955
## 9200 429 S100A10 -1.7768971 0.044065502 1.01388955
## 9201 429 CSRP2 1.7212702 0.044065502 1.01388955
## 9202 429 CSRP3 -0.9135559 0.044065502 1.01388955
## 9203 429 ATP13A5 0.3757767 0.044065502 1.01388955
## 9204 429 CYP4B1 -2.4019783 0.044065502 1.01388955
## 9205 429 CBLB -1.0784070 0.044065502 1.01388955
## 9206 429 PLA2G4A 3.0518281 0.044065502 1.01388955
## 9207 429 ZFP442 0.6289164 0.044065502 1.01388955
## 9208 429 RNF7 0.3447189 0.044065502 1.01388955
## 9209 429 DCP2 0.4280109 0.044065502 1.01388955
## 9210 429 BCL6B -1.3846537 0.044065502 1.01388955
## 9211 429 RHEB 0.5187213 0.044065502 1.01388955
## 9212 429 KLF3 -0.3085208 0.044065502 1.01388955
## 9213 429 ARSB 0.5514100 0.044065502 1.01388955
## 9214 429 KCNJ15 -0.3255041 0.044065502 1.01388955
## 9215 429 STEAP4 -1.0645719 0.044065502 1.01388955
## 9216 429 PPARD 0.6858954 0.044065502 1.01388955
## 9217 429 PXDN -3.3473042 0.044065502 1.01388955
## 9218 429 ZCCHC24 -0.6847723 0.044065502 1.01388955
## 9219 429 ACVRL1 0.5096903 0.044065502 1.01388955
## 9220 429 COPS5 0.7501437 0.044065502 1.01388955
## 9221 429 PPARG -3.6760365 0.044065502 1.01388955
## 9222 429 SOBP 0.7320054 0.044065502 1.01388955
## 9223 429 FANCL 0.5075722 0.044065502 1.01388955
## 9224 429 CYP39A1 1.0527763 0.044065502 1.01388955
## 9225 429 NEURL1B -0.5717932 0.044065502 1.01388955
## 9226 429 NOS2 -0.7167468 0.044065502 1.01388955
## 9227 429 COX17 0.3636993 0.044065502 1.01388955
## 9228 429 ZFP423 1.0518942 0.044065502 1.01388955
## 9229 429 ADAM10 0.4370403 0.044065502 1.01388955
## 9230 429 VIL1 1.3599698 0.044065502 1.01388955
## 9231 429 CYB5B 1.0679666 0.044065502 1.01388955
## 9232 429 ZCCHC17 0.4590762 0.044065502 1.01388955
## 9233 429 EFHC2 2.6656200 0.044065502 1.01388955
## 9234 429 PRUNE 1.2060202 0.044065502 1.01388955
## 9235 429 ADK 1.7241557 0.044065502 1.01388955
## 9236 429 SGCE -1.5005806 0.044065502 1.01388955
## 9237 429 ADAM19 -1.2154123 0.044065502 1.01388955
## 9238 429 PMPCB 0.4247653 0.044065502 1.01388955
## 9239 429 MAP3K12 -0.5351272 0.044065502 1.01388955
## 9240 429 SLC39A14 -0.8730863 0.044065502 1.01388955
## 9241 429 ZFP418 0.8768379 0.044065502 1.01388955
## 9242 429 ZFP710 -0.6097582 0.044065502 1.01388955
## 9243 429 LIMS2 -0.8359992 0.044065502 1.01388955
## 9244 429 ZFP715 -1.0408712 0.044065502 1.01388955
## 9245 429 SLC39A10 2.4866533 0.044065502 1.01388955
## 9246 429 ZFP69 -1.1257086 0.044065502 1.01388955
## 9247 429 CETN3 0.3482974 0.044065502 1.01388955
## 9248 429 CETN2 0.8485781 0.044065502 1.01388955
## 9249 429 EDEM3 0.4424082 0.044065502 1.01388955
## 9250 429 EDEM2 0.5054874 0.044065502 1.01388955
## 9251 429 DCHS1 -0.9529726 0.044065502 1.01388955
## 9252 429 TPCN1 0.5257384 0.044065502 1.01388955
## 9253 429 POLR2A 0.5441116 0.044065502 1.01388955
## 9254 429 GNPTAB 0.4735567 0.044065502 1.01388955
## 9255 429 PRKAA2 -0.4506602 0.044065502 1.01388955
## 9256 429 FYCO1 1.4595369 0.044065502 1.01388955
## 9257 429 CAR2 1.6099806 0.044065502 1.01388955
## 9258 429 ZFP53 -0.5802603 0.044065502 1.01388955
## 9259 429 ZFP52 1.2539740 0.044065502 1.01388955
## 9260 429 ZFP51 0.5428319 0.044065502 1.01388955
## 9261 429 NOS1 0.4966184 0.044065502 1.01388955
## 9262 429 RBM20 0.4503695 0.044065502 1.01388955
## 9263 429 ATP1A1 0.6178691 0.044065502 1.01388955
## 9264 429 ITPR3 0.5506697 0.044065502 1.01388955
## 9265 429 SNAI2 -0.8955507 0.044065502 1.01388955
## 9266 429 MSRB2 0.7701742 0.044065502 1.01388955
## 9267 429 MAPK12 -0.3393402 0.044065502 1.01388955
## 9268 429 YAF2 0.6726330 0.044065502 1.01388955
## 9269 429 FYN -1.6589775 0.044065502 1.01388955
## 9270 429 FBLN2 -1.9822873 0.044065502 1.01388955
## 9271 429 FBLN5 -1.8087355 0.044065502 1.01388955
## 9272 429 CHN2 1.9067284 0.044065502 1.01388955
## 9273 429 NLN -0.9765266 0.044065502 1.01388955
## 9274 429 CALM2 -0.2896489 0.044065502 1.01388955
## 9275 429 COX5A 0.7745209 0.044065502 1.01388955
## 9276 429 TTN -0.6633600 0.044065502 1.01388955
## 9277 429 FAHD1 0.5462883 0.044065502 1.01388955
## 9278 429 CISD1 1.1941109 0.044065502 1.01388955
## 9279 429 GATA6 -0.8680981 0.044065502 1.01388955
## 9280 429 TIMM8B 0.7434149 0.044065502 1.01388955
## 9281 429 POR 0.5795204 0.044065502 1.01388955
## 9282 429 CLPX 0.5433126 0.044065502 1.01388955
## 9283 429 NEBL 2.0592627 0.044065502 1.01388955
## 9284 429 TNS3 -0.3539310 0.044065502 1.01388955
## 9285 429 ISCU 0.6355529 0.044065502 1.01388955
## 9286 429 IGSF5 1.3725783 0.044065502 1.01388955
## 9287 429 PLCE1 -0.5838718 0.044065502 1.01388955
## 9288 429 CAR8 -3.6993459 0.044065502 1.01388955
## 9289 429 SLC25A37 -0.8458242 0.044065502 1.01388955
## 9290 429 CAR4 0.6921409 0.044065502 1.01388955
## 9291 429 DST -0.9919195 0.044065502 1.01388955
## 9292 429 PRPS2 -1.5910835 0.044065502 1.01388955
## 9293 429 SLC38A3 4.7617553 0.044065502 1.01388955
## 9294 429 MYL2 -4.4515265 0.044065502 1.01388955
## 9295 429 AGFG1 1.3809748 0.044065502 1.01388955
## 9296 429 MYL3 -2.0417802 0.044065502 1.01388955
## 9297 429 WT1 -2.4578951 0.044065502 1.01388955
## 9298 429 FTH1 0.2544095 0.044065502 1.01388955
## 9299 429 SLC30A1 1.4627024 0.044065502 1.01388955
## 9300 429 B3GNT2 0.8552599 0.044065502 1.01388955
## 9301 429 ENTPD1 0.8515158 0.044065502 1.01388955
## 9302 429 ACY1 0.2835209 0.044065502 1.01388955
## 9303 429 ZMYM4 0.4661236 0.044065502 1.01388955
## 9304 429 BMX 1.3892504 0.044065502 1.01388955
## 9305 429 MYLPF 1.0616846 0.044065502 1.01388955
## 9306 429 KAT5 0.4768200 0.044065502 1.01388955
## 9307 429 TET1 0.9962682 0.044065502 1.01388955
## 9308 429 FOXP1 0.9040130 0.044065502 1.01388955
## 9309 429 TRIM59 -1.1938190 0.044065502 1.01388955
## 9310 429 ITGA5 -0.8219463 0.044065502 1.01388955
## 9311 429 PRICKLE3 -0.4561361 0.044065502 1.01388955
## 9312 429 PRICKLE2 -0.4355170 0.044065502 1.01388955
## 9313 429 MYLK -0.4373395 0.044065502 1.01388955
## 9314 429 AEBP1 -0.5444574 0.044065502 1.01388955
## 9315 429 HPRT 0.6275924 0.044065502 1.01388955
## 9316 429 MLPH 0.3636092 0.044065502 1.01388955
## 9317 429 PLCB4 -0.8033203 0.044065502 1.01388955
## 9318 429 ANG 1.7859395 0.044065502 1.01388955
## 9319 429 MT2 3.3422036 0.044065502 1.01388955
## 9320 429 ATP8B1 -2.1074006 0.044065502 1.01388955
## 9321 429 MT1 2.2178710 0.044065502 1.01388955
## 9322 429 ZYX -1.0582733 0.044065502 1.01388955
## 9323 429 NSF 0.4565566 0.044065502 1.01388955
## 9324 429 PHC1 0.7806199 0.044065502 1.01388955
## 9325 429 EGR1 -0.9804991 0.044065502 1.01388955
## 9326 429 PFKP -0.9427482 0.044065502 1.01388955
## 9327 429 RUNX1T1 -1.0305069 0.044065502 1.01388955
## 9328 429 PFKM 0.5475063 0.044065502 1.01388955
## 9329 429 LMBRD1 0.6021261 0.044065502 1.01388955
## 9330 429 PRKCB 2.0486665 0.044065502 1.01388955
## 9331 429 PRKD1 -1.5052004 0.044065502 1.01388955
## 9332 429 ACVR2A -0.6891467 0.044065502 1.01388955
## 9333 429 PRKD2 -0.7877410 0.044065502 1.01388955
## 9334 429 ZADH2 0.4537001 0.044065502 1.01388955
## 9335 429 MDM4 -0.5209411 0.044065502 1.01388955
## 9336 429 PRNP 1.0410868 0.044065502 1.01388955
## 9337 429 GM13154 -0.5452052 0.044065502 1.01388955
## 9338 429 CYP51 1.1453600 0.044065502 1.01388955
## 9339 429 CPM -0.8186774 0.044065502 1.01388955
## 9340 429 ING2 1.0984357 0.044065502 1.01388955
## 9341 429 XIAP -0.5849276 0.044065502 1.01388955
## 9342 429 SPOCK2 4.7286338 0.044065502 1.01388955
## 9343 429 PRND -2.6433152 0.044065502 1.01388955
## 9344 429 NANOS1 1.4480661 0.044065502 1.01388955
## 9345 429 C1S -0.9271280 0.044065502 1.01388955
## 9346 429 TMEM37 0.5319626 0.044065502 1.01388955
## 9347 429 ERCC5 0.7445968 0.044065502 1.01388955
## 9348 429 RASGRP4 0.4342518 0.044065502 1.01388955
## 9349 429 SLC39A8 3.1251710 0.044065502 1.01388955
## 9350 429 PLCD1 -0.5474868 0.044065502 1.01388955
## 9351 429 PHF20L1 -0.4672515 0.044065502 1.01388955
## 9352 429 ENO1 0.6613974 0.044065502 1.01388955
## 9353 429 ZC3H12C -1.0646099 0.044065502 1.01388955
## 9354 429 SLC10A6 -0.9724572 0.044065502 1.01388955
## 9355 429 PAPLN -0.9733092 0.044065502 1.01388955
## 9356 429 HBA-A1 -1.5501629 0.044065502 1.01388955
## 9357 429 HBA-A2 -1.5726738 0.044065502 1.01388955
## 9358 429 ZFP286 0.4025596 0.044065502 1.01388955
## 9359 429 SULF1 -1.8682084 0.044065502 1.01388955
## 9360 429 SLC5A6 0.6014417 0.044065502 1.01388955
## 9361 429 2610305D13RIK -0.8090952 0.044065502 1.01388955
## 9362 429 CYB5D2 -0.4634441 0.044065502 1.01388955
## 9363 429 ARAP3 -0.5313069 0.044065502 1.01388955
## 9364 429 ARAP2 1.0662260 0.044065502 1.01388955
## 9365 429 ARAP1 -0.3623889 0.044065502 1.01388955
## 9366 429 ATP8A1 1.3527361 0.044065502 1.01388955
## 9367 224 ADCY6 -0.7557491 0.043093568 0.13363062
## 9368 224 PRKG1 1.1116695 0.043093568 0.13363062
## 9369 224 C230081A13RIK -0.8663054 0.043093568 0.13363062
## 9370 224 KIF13A -0.8553233 0.043093568 0.13363062
## 9371 224 MAP3K5 -2.5823383 0.043093568 0.13363062
## 9372 224 ATP2B4 -1.8662842 0.043093568 0.13363062
## 9373 224 RAB28 0.6242857 0.043093568 0.13363062
## 9374 224 OASL2 1.1346003 0.043093568 0.13363062
## 9375 224 ILK -0.6476593 0.043093568 0.13363062
## 9376 224 MAP3K8 1.1640633 0.043093568 0.13363062
## 9377 224 RAB24 0.5639919 0.043093568 0.13363062
## 9378 224 RAPGEF3 -0.7736624 0.043093568 0.13363062
## 9379 224 MAGI1 -1.2213891 0.043093568 0.13363062
## 9380 224 MTPAP 0.9192247 0.043093568 0.13363062
## 9381 224 MYH7 -0.4684236 0.043093568 0.13363062
## 9382 224 MYH6 -1.6087011 0.043093568 0.13363062
## 9383 224 NME5 0.7192744 0.043093568 0.13363062
## 9384 224 GLUL 1.5535760 0.043093568 0.13363062
## 9385 224 NME3 0.5649069 0.043093568 0.13363062
## 9386 224 NAV1 -0.3825694 0.043093568 0.13363062
## 9387 224 ABCB1A 1.6552951 0.043093568 0.13363062
## 9388 224 ABCB1B -1.9325711 0.043093568 0.13363062
## 9389 224 ATP2C1 0.5672868 0.043093568 0.13363062
## 9390 224 PDGFRA -0.5362066 0.043093568 0.13363062
## 9391 224 MAPK9 0.6855507 0.043093568 0.13363062
## 9392 224 MYO18A -0.9866570 0.043093568 0.13363062
## 9393 224 CHKA 1.4240635 0.043093568 0.13363062
## 9394 224 CLCN3 0.4268344 0.043093568 0.13363062
## 9395 224 PFKFB3 -1.0800079 0.043093568 0.13363062
## 9396 224 UBA7 -0.4355246 0.043093568 0.13363062
## 9397 224 MYO9B -0.4576615 0.043093568 0.13363062
## 9398 224 CHEK2 -1.7097425 0.043093568 0.13363062
## 9399 224 OAS2 -1.0145345 0.043093568 0.13363062
## 9400 224 EPHB4 -0.8022917 0.043093568 0.13363062
## 9401 224 EPHB1 -0.9398894 0.043093568 0.13363062
## 9402 224 ZAP70 0.9691435 0.043093568 0.13363062
## 9403 224 DHX58 0.6225685 0.043093568 0.13363062
## 9404 224 MAP2K1 -0.4628798 0.043093568 0.13363062
## 9405 224 TGFBR2 0.9984773 0.043093568 0.13363062
## 9406 224 TAOK3 -0.6618190 0.043093568 0.13363062
## 9407 224 ATP11B 0.8076871 0.043093568 0.13363062
## 9408 224 ATP11A 0.5015364 0.043093568 0.13363062
## 9409 224 YTHDC2 0.4861750 0.043093568 0.13363062
## 9410 224 ABCG3 0.9457426 0.043093568 0.13363062
## 9411 224 ATP13A5 0.3757767 0.043093568 0.13363062
## 9412 224 GNAT3 -0.6986170 0.043093568 0.13363062
## 9413 224 RPS6KL1 -0.5315611 0.043093568 0.13363062
## 9414 224 ABCG2 1.4057210 0.043093568 0.13363062
## 9415 224 EPHA7 0.4314310 0.043093568 0.13363062
## 9416 224 KCNJ8 -0.6850658 0.043093568 0.13363062
## 9417 224 RHEB 0.5187213 0.043093568 0.13363062
## 9418 224 RAD54B 2.6843510 0.043093568 0.13363062
## 9419 224 TNK1 -0.2801580 0.043093568 0.13363062
## 9420 224 GRK4 0.5962996 0.043093568 0.13363062
## 9421 224 DHX40 0.8499657 0.043093568 0.13363062
## 9422 224 GRK5 -0.7100614 0.043093568 0.13363062
## 9423 224 ACAD11 0.3769849 0.043093568 0.13363062
## 9424 224 CLCN7 0.9289438 0.043093568 0.13363062
## 9425 224 SRMS 0.3448742 0.043093568 0.13363062
## 9426 224 STEAP4 -1.0645719 0.043093568 0.13363062
## 9427 224 ACVRL1 0.5096903 0.043093568 0.13363062
## 9428 224 MYO7A -0.6571930 0.043093568 0.13363062
## 9429 224 UBE2G1 0.5678616 0.043093568 0.13363062
## 9430 224 ATP10A 4.1988042 0.043093568 0.13363062
## 9431 224 GNL3L 0.4916026 0.043093568 0.13363062
## 9432 224 ATP10D 0.7066596 0.043093568 0.13363062
## 9433 224 MLH3 1.0769990 0.043093568 0.13363062
## 9434 224 PMVK 0.6296506 0.043093568 0.13363062
## 9435 224 RAB6B -0.6097520 0.043093568 0.13363062
## 9436 224 SLC22A5 0.5032908 0.043093568 0.13363062
## 9437 224 CHST15 -0.8654661 0.043093568 0.13363062
## 9438 224 NOS2 -0.7167468 0.043093568 0.13363062
## 9439 224 TARSL2 0.9328483 0.043093568 0.13363062
## 9440 224 TOP2A -0.5110453 0.043093568 0.13363062
## 9441 224 DHCR24 0.7846587 0.043093568 0.13363062
## 9442 224 LYN -0.7283980 0.043093568 0.13363062
## 9443 224 PDE10A -0.6455607 0.043093568 0.13363062
## 9444 224 MAST2 0.3355945 0.043093568 0.13363062
## 9445 224 ADK 1.7241557 0.043093568 0.13363062
## 9446 224 GUCY1B3 -0.7307321 0.043093568 0.13363062
## 9447 224 ARL4C -0.4551789 0.043093568 0.13363062
## 9448 224 MAP3K12 -0.5351272 0.043093568 0.13363062
## 9449 224 ARL4A 1.5342576 0.043093568 0.13363062
## 9450 224 KIT -1.7946208 0.043093568 0.13363062
## 9451 224 FMO4 -0.5052994 0.043093568 0.13363062
## 9452 224 GM8995 -0.9629326 0.043093568 0.13363062
## 9453 224 FMO1 -1.3051784 0.043093568 0.13363062
## 9454 224 PRKAA2 -0.4506602 0.043093568 0.13363062
## 9455 224 PAPSS1 0.6030723 0.043093568 0.13363062
## 9456 224 PAPSS2 -3.5728181 0.043093568 0.13363062
## 9457 224 ACSL3 2.4464795 0.043093568 0.13363062
## 9458 224 ACSL6 0.3600899 0.043093568 0.13363062
## 9459 224 ACSL5 -0.3634335 0.043093568 0.13363062
## 9460 224 ETFA 0.6383257 0.043093568 0.13363062
## 9461 224 ACTC1 -3.4079863 0.043093568 0.13363062
## 9462 224 NOS1 0.4966184 0.043093568 0.13363062
## 9463 224 NPR1 -0.8931317 0.043093568 0.13363062
## 9464 224 ATP1A1 0.6178691 0.043093568 0.13363062
## 9465 224 NPR2 -2.0769596 0.043093568 0.13363062
## 9466 224 KHK 0.6697292 0.043093568 0.13363062
## 9467 224 ABCC9 -0.5831183 0.043093568 0.13363062
## 9468 224 GM6548 0.3678730 0.043093568 0.13363062
## 9469 224 RPS6KA1 0.5728985 0.043093568 0.13363062
## 9470 224 MAPK12 -0.3393402 0.043093568 0.13363062
## 9471 224 FYN -1.6589775 0.043093568 0.13363062
## 9472 224 RPS6KA2 -1.6764208 0.043093568 0.13363062
## 9473 224 GSK3B 0.4631170 0.043093568 0.13363062
## 9474 224 AOX1 0.4180435 0.043093568 0.13363062
## 9475 224 ABCC4 1.9315770 0.043093568 0.13363062
## 9476 224 ABCC5 -0.8480902 0.043093568 0.13363062
## 9477 224 DNM2 0.3509938 0.043093568 0.13363062
## 9478 224 ABCC6 0.3571941 0.043093568 0.13363062
## 9479 224 GNA13 0.3711599 0.043093568 0.13363062
## 9480 224 STK33 0.3537277 0.043093568 0.13363062
## 9481 224 STK38 0.7217430 0.043093568 0.13363062
## 9482 224 TTN -0.6633600 0.043093568 0.13363062
## 9483 224 PRKAR2B 2.3890438 0.043093568 0.13363062
## 9484 224 ACSS1 -0.8440275 0.043093568 0.13363062
## 9485 224 MLKL -1.5119558 0.043093568 0.13363062
## 9486 224 MX2 -0.8449648 0.043093568 0.13363062
## 9487 224 INSR 1.6754155 0.043093568 0.13363062
## 9488 224 RET 1.1952974 0.043093568 0.13363062
## 9489 224 PDXK 1.9413063 0.043093568 0.13363062
## 9490 224 DARS -0.6545804 0.043093568 0.13363062
## 9491 224 EFTUD2 0.6226301 0.043093568 0.13363062
## 9492 224 CLPX 0.5433126 0.043093568 0.13363062
## 9493 224 MAP4K3 -0.5015354 0.043093568 0.13363062
## 9494 224 MAP4K4 -0.5546999 0.043093568 0.13363062
## 9495 224 RFK 0.4079293 0.043093568 0.13363062
## 9496 224 ATP9A -1.4010882 0.043093568 0.13363062
## 9497 224 PDE5A 0.8969331 0.043093568 0.13363062
## 9498 224 FLAD1 -0.2378469 0.043093568 0.13363062
## 9499 224 SMARCA2 0.6933511 0.043093568 0.13363062
## 9500 224 PCCA 1.4069716 0.043093568 0.13363062
## 9501 224 PRPS2 -1.5910835 0.043093568 0.13363062
## 9502 224 XDH -0.5822439 0.043093568 0.13363062
## 9503 224 FGFR3 -0.4419298 0.043093568 0.13363062
## 9504 224 STK10 -1.6727581 0.043093568 0.13363062
## 9505 224 BMPR2 0.6590347 0.043093568 0.13363062
## 9506 224 MAP4K2 0.4707371 0.043093568 0.13363062
## 9507 224 TIMP4 -5.2487548 0.043093568 0.13363062
## 9508 224 CTPS2 0.5610990 0.043093568 0.13363062
## 9509 224 RRAGB 0.4252396 0.043093568 0.13363062
## 9510 224 ABCA5 0.6077066 0.043093568 0.13363062
## 9511 224 PTK2 -0.6527904 0.043093568 0.13363062
## 9512 224 RHOBTB1 1.1043716 0.043093568 0.13363062
## 9513 224 ENTPD1 0.8515158 0.043093568 0.13363062
## 9514 224 TEC 0.8492222 0.043093568 0.13363062
## 9515 224 NIN -0.3247442 0.043093568 0.13363062
## 9516 224 EEF1A2 -0.4876466 0.043093568 0.13363062
## 9517 224 SACS -0.3482688 0.043093568 0.13363062
## 9518 224 BMX 1.3892504 0.043093568 0.13363062
## 9519 224 AK3 0.6024714 0.043093568 0.13363062
## 9520 224 SMG1 -0.3758097 0.043093568 0.13363062
## 9521 224 ATAD2 -0.6929998 0.043093568 0.13363062
## 9522 224 DOCK7 -0.4475992 0.043093568 0.13363062
## 9523 224 MYO10 -0.6895434 0.043093568 0.13363062
## 9524 224 GVIN1 -0.6953950 0.043093568 0.13363062
## 9525 224 ULK1 0.4108861 0.043093568 0.13363062
## 9526 224 THNSL1 0.4834016 0.043093568 0.13363062
## 9527 224 GUK1 0.6872463 0.043093568 0.13363062
## 9528 224 ABL2 0.5324753 0.043093568 0.13363062
## 9529 224 MYLK -0.4373395 0.043093568 0.13363062
## 9530 224 UBE2E1 0.6603882 0.043093568 0.13363062
## 9531 224 CDK19 0.4481980 0.043093568 0.13363062
## 9532 224 ACOX1 0.7434649 0.043093568 0.13363062
## 9533 224 D2HGDH 0.4210243 0.043093568 0.13363062
## 9534 224 SLFN9 -0.7358762 0.043093568 0.13363062
## 9535 224 PIP5K1B 0.6834041 0.043093568 0.13363062
## 9536 224 SLFN8 -0.8898568 0.043093568 0.13363062
## 9537 224 SLFN5 -0.5983464 0.043093568 0.13363062
## 9538 224 FES -0.3553155 0.043093568 0.13363062
## 9539 224 D8ERTD82E -1.2649786 0.043093568 0.13363062
## 9540 224 WARS -1.1502333 0.043093568 0.13363062
## 9541 224 SLK -0.2902740 0.043093568 0.13363062
## 9542 224 PAK4 0.6483046 0.043093568 0.13363062
## 9543 224 CCT8L1 -0.4672705 0.043093568 0.13363062
## 9544 224 CDK12 -0.6747588 0.043093568 0.13363062
## 9545 224 ATP8B1 -2.1074006 0.043093568 0.13363062
## 9546 224 PAK1 1.3962107 0.043093568 0.13363062
## 9547 224 RHOD 0.6047675 0.043093568 0.13363062
## 9548 224 NSF 0.4565566 0.043093568 0.13363062
## 9549 224 KIF2A 0.5316378 0.043093568 0.13363062
## 9550 224 SGK1 -1.4770505 0.043093568 0.13363062
## 9551 224 TRPM6 1.6483257 0.043093568 0.13363062
## 9552 224 LIMK1 0.4970490 0.043093568 0.13363062
## 9553 224 PFKP -0.9427482 0.043093568 0.13363062
## 9554 224 PFKM 0.5475063 0.043093568 0.13363062
## 9555 224 MCM3 -0.6087740 0.043093568 0.13363062
## 9556 224 DAPK2 -0.7563133 0.043093568 0.13363062
## 9557 224 DAPK1 1.6371754 0.043093568 0.13363062
## 9558 224 PRKCB 2.0486665 0.043093568 0.13363062
## 9559 224 ARL3 0.4874493 0.043093568 0.13363062
## 9560 224 PRKD1 -1.5052004 0.043093568 0.13363062
## 9561 224 ACVR2A -0.6891467 0.043093568 0.13363062
## 9562 224 ATP6V1A 0.6504485 0.043093568 0.13363062
## 9563 224 PRKD2 -0.7877410 0.043093568 0.13363062
## 9564 224 HIPK3 0.4209051 0.043093568 0.13363062
## 9565 224 ERN1 0.7331847 0.043093568 0.13363062
## 9566 224 NRK -0.6364746 0.043093568 0.13363062
## 9567 224 FRK -0.6758771 0.043093568 0.13363062
## 9568 224 CAMK2G -0.8168753 0.043093568 0.13363062
## 9569 224 SHPK 0.6092769 0.043093568 0.13363062
## 9570 224 IGF1R 2.4527727 0.043093568 0.13363062
## 9571 224 CHD7 -0.8202826 0.043093568 0.13363062
## 9572 224 HSPA2 -1.3742968 0.043093568 0.13363062
## 9573 224 KIF4 -0.6865814 0.043093568 0.13363062
## 9574 224 SYN2 -0.5658542 0.043093568 0.13363062
## 9575 224 CAMK2D -0.4617771 0.043093568 0.13363062
## 9576 224 ETNK1 0.6799596 0.043093568 0.13363062
## 9577 224 DMGDH 0.3642489 0.043093568 0.13363062
## 9578 224 EHD1 -1.2720353 0.043093568 0.13363062
## 9579 224 EHD2 -1.5730829 0.043093568 0.13363062
## 9580 224 MSH6 0.4689760 0.043093568 0.13363062
## 9581 224 GIMAP4 -3.3647097 0.043093568 0.13363062
## 9582 224 MSH3 0.7016900 0.043093568 0.13363062
## 9583 224 ABCA8B -0.6333920 0.043093568 0.13363062
## 9584 224 GIMAP8 -0.6218802 0.043093568 0.13363062
## 9585 224 ABCA8A -1.0566883 0.043093568 0.13363062
## 9586 224 ICK 0.4702803 0.043093568 0.13363062
## 9587 224 GSPT2 0.6518218 0.043093568 0.13363062
## 9588 224 JAK1 -0.8779357 0.043093568 0.13363062
## 9589 224 APAF1 -0.7626912 0.043093568 0.13363062
## 9590 224 ATP8A1 1.3527361 0.043093568 0.13363062
## 9591 34 DLC1 -0.9707875 0.048187201 -0.34299717
## 9592 34 AGFG1 1.3809748 0.048187201 -0.34299717
## 9593 34 TBC1D9 -0.5675936 0.048187201 -0.34299717
## 9594 34 ASAP2 -1.5758740 0.048187201 -0.34299717
## 9595 34 ARHGAP18 -1.6397762 0.048187201 -0.34299717
## 9596 34 MYO9B -0.4576615 0.048187201 -0.34299717
## 9597 34 ASAP3 0.8332254 0.048187201 -0.34299717
## 9598 34 IQGAP1 0.5964467 0.048187201 -0.34299717
## 9599 34 ARHGAP21 -0.4753129 0.048187201 -0.34299717
## 9600 34 RGS12 0.8108842 0.048187201 -0.34299717
## 9601 34 SMAP1 0.6551348 0.048187201 -0.34299717
## 9602 34 ARHGAP20 1.5078686 0.048187201 -0.34299717
## 9603 34 TBC1D12 0.5555830 0.048187201 -0.34299717
## 9604 34 TBC1D14 1.7027601 0.048187201 -0.34299717
## 9605 34 TBC1D13 1.3111621 0.048187201 -0.34299717
## 9606 34 TBC1D4 2.5263297 0.048187201 -0.34299717
## 9607 34 TBC1D30 0.4040445 0.048187201 -0.34299717
## 9608 34 ARHGDIB 0.2980086 0.048187201 -0.34299717
## 9609 34 NF1 -0.7011862 0.048187201 -0.34299717
## 9610 34 ARHGAP28 -2.0397448 0.048187201 -0.34299717
## 9611 34 ARHGEF15 -1.0022907 0.048187201 -0.34299717
## 9612 34 TBC1D22A -0.8307036 0.048187201 -0.34299717
## 9613 34 THY1 -0.5538562 0.048187201 -0.34299717
## 9614 34 RALGAPA2 -0.9383071 0.048187201 -0.34299717
## 9615 34 MURC 1.6012508 0.048187201 -0.34299717
## 9616 34 CHML -0.9730627 0.048187201 -0.34299717
## 9617 34 RGS4 -0.6927333 0.048187201 -0.34299717
## 9618 34 RGS5 -1.1907978 0.048187201 -0.34299717
## 9619 34 ACAP2 -0.3690319 0.048187201 -0.34299717
## 9620 34 TSC2 0.4849051 0.048187201 -0.34299717
## 9621 34 CHN2 1.9067284 0.048187201 -0.34299717
## 9622 34 ARAP3 -0.5313069 0.048187201 -0.34299717
## 9623 34 ARAP2 1.0662260 0.048187201 -0.34299717
## 9624 34 ARAP1 -0.3623889 0.048187201 -0.34299717
## 9625 34 ENAH -0.8317531 0.048187201 0.34299717
## 9626 34 CLCN3 0.4268344 0.048187201 0.34299717
## 9627 34 SHROOM2 0.6032635 0.048187201 0.34299717
## 9628 34 FUT8 1.2998120 0.048187201 0.34299717
## 9629 34 CADM1 1.8215955 0.048187201 0.34299717
## 9630 34 MYO7A -0.6571930 0.048187201 0.34299717
## 9631 34 ZXDB 0.2640934 0.048187201 0.34299717
## 9632 34 MTSS1L -0.7009616 0.048187201 0.34299717
## 9633 34 PTTG1 0.4036713 0.048187201 0.34299717
## 9634 34 CD2AP 0.8355163 0.048187201 0.34299717
## 9635 34 LNX1 -1.7663676 0.048187201 0.34299717
## 9636 34 PICALM -0.5427484 0.048187201 0.34299717
## 9637 34 WBP5 0.9073451 0.048187201 0.34299717
## 9638 34 SOS1 0.6901445 0.048187201 0.34299717
## 9639 34 SH3BGR -0.7642668 0.048187201 0.34299717
## 9640 34 MICAL1 0.3486104 0.048187201 0.34299717
## 9641 34 INSR 1.6754155 0.048187201 0.34299717
## 9642 34 EHD2 -1.5730829 0.048187201 0.34299717
## 9643 34 ADAM9 -0.4837100 0.048187201 0.34299717
## 9644 34 ADAM10 0.4370403 0.048187201 0.34299717
## 9645 34 LYN -0.7283980 0.048187201 0.34299717
## 9646 34 BAIAP2L1 1.4627688 0.048187201 0.34299717
## 9647 34 CCDC88C -0.8672074 0.048187201 0.34299717
## 9648 34 BAIAP2 0.5918840 0.048187201 0.34299717
## 9649 34 HCLS1 -1.7060483 0.048187201 0.34299717
## 9650 34 NDFIP1 0.4020166 0.048187201 0.34299717
## 9651 34 USHBP1 -0.8272864 0.048187201 0.34299717
## 9652 34 LDB2 -2.5560932 0.048187201 0.34299717
## 9653 34 TACC2 -0.7724021 0.048187201 0.34299717
## 9654 34 CTR9 0.6572865 0.048187201 0.34299717
## 9655 34 SH3BP5 -0.7996248 0.048187201 0.34299717
## 9656 34 IGSF5 1.3725783 0.048187201 0.34299717
## 9657 34 TGFBR3 1.2105366 0.048187201 0.34299717
## 9658 34 ADAM19 -1.2154123 0.048187201 0.34299717
## 9659 21 ATP5E 0.3125334 0.047878416 1.09108945
## 9660 21 ATP1B2 -1.1594880 0.047878416 1.09108945
## 9661 21 ABCA8B -0.6333920 0.047878416 1.09108945
## 9662 21 ATP10A 4.1988042 0.047878416 1.09108945
## 9663 21 ATP11B 0.8076871 0.047878416 1.09108945
## 9664 21 ATP11A 0.5015364 0.047878416 1.09108945
## 9665 21 ATP1A1 0.6178691 0.047878416 1.09108945
## 9666 21 ATP10D 0.7066596 0.047878416 1.09108945
## 9667 21 ATP13A5 0.3757767 0.047878416 1.09108945
## 9668 21 ATP6V1A 0.6504485 0.047878416 1.09108945
## 9669 21 ABCC9 -0.5831183 0.047878416 1.09108945
## 9670 21 ATP2B4 -1.8662842 0.047878416 1.09108945
## 9671 21 ABCB1A 1.6552951 0.047878416 1.09108945
## 9672 21 ATP2C1 0.5672868 0.047878416 1.09108945
## 9673 21 ABCB1B -1.9325711 0.047878416 1.09108945
## 9674 21 ATP9A -1.4010882 0.047878416 1.09108945
## 9675 21 ATP8B1 -2.1074006 0.047878416 1.09108945
## 9676 21 ABCC4 1.9315770 0.047878416 1.09108945
## 9677 21 ABCC5 -0.8480902 0.047878416 1.09108945
## 9678 21 ATP8A1 1.3527361 0.047878416 1.09108945
## 9679 21 ABCC6 0.3571941 0.047878416 1.09108945
## 9680 21 ATP5E 0.3125334 0.047878416 1.09108945
## 9681 21 ATP1B2 -1.1594880 0.047878416 1.09108945
## 9682 21 ABCA8B -0.6333920 0.047878416 1.09108945
## 9683 21 ATP10A 4.1988042 0.047878416 1.09108945
## 9684 21 ATP11B 0.8076871 0.047878416 1.09108945
## 9685 21 ATP11A 0.5015364 0.047878416 1.09108945
## 9686 21 ATP1A1 0.6178691 0.047878416 1.09108945
## 9687 21 ATP10D 0.7066596 0.047878416 1.09108945
## 9688 21 ATP13A5 0.3757767 0.047878416 1.09108945
## 9689 21 ATP6V1A 0.6504485 0.047878416 1.09108945
## 9690 21 ABCC9 -0.5831183 0.047878416 1.09108945
## 9691 21 ATP2B4 -1.8662842 0.047878416 1.09108945
## 9692 21 ABCB1A 1.6552951 0.047878416 1.09108945
## 9693 21 ATP2C1 0.5672868 0.047878416 1.09108945
## 9694 21 ABCB1B -1.9325711 0.047878416 1.09108945
## 9695 21 ATP9A -1.4010882 0.047878416 1.09108945
## 9696 21 ATP8B1 -2.1074006 0.047878416 1.09108945
## 9697 21 ABCC4 1.9315770 0.047878416 1.09108945
## 9698 21 ABCC5 -0.8480902 0.047878416 1.09108945
## 9699 21 ATP8A1 1.3527361 0.047878416 1.09108945
## 9700 21 ABCC6 0.3571941 0.047878416 1.09108945
## 9701 21 ATP5E 0.3125334 0.047878416 1.09108945
## 9702 21 ATP1B2 -1.1594880 0.047878416 1.09108945
## 9703 21 ABCA8B -0.6333920 0.047878416 1.09108945
## 9704 21 ATP10A 4.1988042 0.047878416 1.09108945
## 9705 21 ATP11B 0.8076871 0.047878416 1.09108945
## 9706 21 ATP11A 0.5015364 0.047878416 1.09108945
## 9707 21 ATP1A1 0.6178691 0.047878416 1.09108945
## 9708 21 ATP10D 0.7066596 0.047878416 1.09108945
## 9709 21 ATP13A5 0.3757767 0.047878416 1.09108945
## 9710 21 ATP6V1A 0.6504485 0.047878416 1.09108945
## 9711 21 ABCC9 -0.5831183 0.047878416 1.09108945
## 9712 21 ATP2B4 -1.8662842 0.047878416 1.09108945
## 9713 21 ABCB1A 1.6552951 0.047878416 1.09108945
## 9714 21 ATP2C1 0.5672868 0.047878416 1.09108945
## 9715 21 ABCB1B -1.9325711 0.047878416 1.09108945
## 9716 21 ATP9A -1.4010882 0.047878416 1.09108945
## 9717 21 ATP8B1 -2.1074006 0.047878416 1.09108945
## 9718 21 ABCC4 1.9315770 0.047878416 1.09108945
## 9719 21 ABCC5 -0.8480902 0.047878416 1.09108945
## 9720 21 ATP8A1 1.3527361 0.047878416 1.09108945
## 9721 21 ABCC6 0.3571941 0.047878416 1.09108945
## 9722 53 PPARD 0.6858954 0.049284169 -0.41208169
## 9723 53 PTGS2 3.0743014 0.049284169 -0.41208169
## 9724 53 PITPNA 0.4989001 0.049284169 -0.41208169
## 9725 53 PPARG -3.6760365 0.049284169 -0.41208169
## 9726 53 PTGS1 -1.0167608 0.049284169 -0.41208169
## 9727 53 MCF2L -0.5195414 0.049284169 -0.41208169
## 9728 53 PICALM -0.5427484 0.049284169 -0.41208169
## 9729 53 APOD 3.6821107 0.049284169 -0.41208169
## 9730 53 TIAM1 0.8203766 0.049284169 -0.41208169
## 9731 53 APOE 0.8698346 0.049284169 -0.41208169
## 9732 53 SDPR -0.9836461 0.049284169 -0.41208169
## 9733 53 PITPNC1 -0.6586485 0.049284169 -0.41208169
## 9734 53 GPIHBP1 -4.1310943 0.049284169 -0.41208169
## 9735 53 AR -1.1537604 0.049284169 -0.41208169
## 9736 53 SH3PXD2A -0.7520401 0.049284169 -0.41208169
## 9737 53 RXRA -0.3709072 0.049284169 -0.41208169
## 9738 53 MFGE8 -1.4562858 0.049284169 -0.41208169
## 9739 53 GLTP 0.8772461 0.049284169 -0.41208169
## 9740 53 PRKCB 2.0486665 0.049284169 -0.41208169
## 9741 53 THY1 -0.5538562 0.049284169 -0.41208169
## 9742 53 PRKD1 -1.5052004 0.049284169 -0.41208169
## 9743 53 PRKD2 -0.7877410 0.049284169 -0.41208169
## 9744 53 CD36 -7.1283219 0.049284169 -0.41208169
## 9745 53 APOL10B -1.4571547 0.049284169 -0.41208169
## 9746 53 UNC13C 0.5117994 0.049284169 -0.41208169
## 9747 53 EPN1 -0.3218495 0.049284169 -0.41208169
## 9748 53 RBP7 -4.0117093 0.049284169 -0.41208169
## 9749 53 RBP1 0.7264322 0.049284169 -0.41208169
## 9750 53 SNX5 0.7463156 0.049284169 -0.41208169
## 9751 53 NR3C2 0.8578552 0.049284169 -0.41208169
## 9752 53 PAQR7 0.8887517 0.049284169 -0.41208169
## 9753 53 EEA1 -0.3566612 0.049284169 -0.41208169
## 9754 53 MYO9B -0.4576615 0.049284169 -0.41208169
## 9755 53 NR3C1 0.3773807 0.049284169 -0.41208169
## 9756 53 SNX3 0.3965680 0.049284169 -0.41208169
## 9757 53 CYTH3 0.7799272 0.049284169 -0.41208169
## 9758 53 ATP5G3 0.3349511 0.049284169 -0.41208169
## 9759 53 PAQR5 2.1008740 0.049284169 -0.41208169
## 9760 53 RASGRP4 0.4342518 0.049284169 -0.41208169
## 9761 53 PLTP 2.5746091 0.049284169 -0.41208169
## 9762 53 HIP1 0.8382696 0.049284169 -0.41208169
## 9763 53 LPL -4.7634007 0.049284169 -0.41208169
## 9764 53 VAV3 -3.2720604 0.049284169 -0.41208169
## 9765 53 SNX25 -0.9206327 0.049284169 -0.41208169
## 9766 53 ITPR3 0.5506697 0.049284169 -0.41208169
## 9767 53 DBI 0.5591923 0.049284169 -0.41208169
## 9768 53 AP2A2 0.3464030 0.049284169 -0.41208169
## 9769 53 FABP3 -1.6505610 0.049284169 -0.41208169
## 9770 53 FABP4 -6.0063746 0.049284169 -0.41208169
## 9771 53 CHN2 1.9067284 0.049284169 -0.41208169
## 9772 53 NR5A2 -0.7327046 0.049284169 -0.41208169
## 9773 53 FABP5 -4.3074287 0.049284169 -0.41208169
## 9774 53 PLEKHA2 -0.6398823 0.049284169 -0.41208169
## 9775 30 FRK -0.6758771 0.053181210 -1.46059349
## 9776 30 NRP1 -1.1412315 0.053181210 -1.46059349
## 9777 30 FGFR3 -0.4419298 0.053181210 -1.46059349
## 9778 30 KIT -1.7946208 0.053181210 -1.46059349
## 9779 30 FES -0.3553155 0.053181210 -1.46059349
## 9780 30 C230081A13RIK -0.8663054 0.053181210 -1.46059349
## 9781 30 EPHB4 -0.8022917 0.053181210 -1.46059349
## 9782 30 EPHB1 -0.9398894 0.053181210 -1.46059349
## 9783 30 D8ERTD82E -1.2649786 0.053181210 -1.46059349
## 9784 30 IGF1R 2.4527727 0.053181210 -1.46059349
## 9785 30 CTTNBP2 0.4650256 0.053181210 -1.46059349
## 9786 30 PTK2 -0.6527904 0.053181210 -1.46059349
## 9787 30 ILK -0.6476593 0.053181210 -1.46059349
## 9788 30 ZAP70 0.9691435 0.053181210 -1.46059349
## 9789 30 MLKL -1.5119558 0.053181210 -1.46059349
## 9790 30 INSR 1.6754155 0.053181210 -1.46059349
## 9791 30 TEC 0.8492222 0.053181210 -1.46059349
## 9792 30 RET 1.1952974 0.053181210 -1.46059349
## 9793 30 LYN -0.7283980 0.053181210 -1.46059349
## 9794 30 MAP2K1 -0.4628798 0.053181210 -1.46059349
## 9795 30 LIMK1 0.4970490 0.053181210 -1.46059349
## 9796 30 BMX 1.3892504 0.053181210 -1.46059349
## 9797 30 EPHA7 0.4314310 0.053181210 -1.46059349
## 9798 30 FYN -1.6589775 0.053181210 -1.46059349
## 9799 30 PDGFRA -0.5362066 0.053181210 -1.46059349
## 9800 30 JAK1 -0.8779357 0.053181210 -1.46059349
## 9801 30 TNK1 -0.2801580 0.053181210 -1.46059349
## 9802 30 ABL2 0.5324753 0.053181210 -1.46059349
## 9803 30 MAP3K12 -0.5351272 0.053181210 -1.46059349
## 9804 30 SRMS 0.3448742 0.053181210 -1.46059349
EC$process
## [1] "heart development" "phosphorylation"
## [3] "vasculature development" "blood vessel development"
## [5] "tissue morphogenesis" "cell adhesion"
## [7] "plasma membrane"
EC$genes
## ID logFC
## 1 PTK2 -0.6527904
## 2 GNA13 0.3711599
## 3 LEPR 2.6539788
## 4 APOE 0.8698346
## 5 CXCR4 -2.5647537
## 6 RECK 3.6926860
## 7 EFNB2 -1.0007095
## 8 PNPLA6 0.8906838
## 9 THY1 -0.5538562
## 10 CAV1 -0.9567264
## 11 CDH2 1.2832653
## 12 CDH5 -0.5147797
## 13 PLXND1 -1.4831711
## 14 ECSCR -1.1219161
## 15 HBEGF 1.1368100
## 16 AMOT 1.0877881
## 17 ACVRL1 0.5096903
## 18 FGF2 -0.5859693
## 19 MAP2K1 -0.4628798
## 20 NRP1 -1.1412315
## 21 GJA1 -0.8179480
## 22 GJA5 -2.4542500
## 23 CERKL 0.8624001
## 24 MIB1 -0.2899698
## 25 TGFBR2 0.9984773
## 26 TGFBR3 1.2105366
## 27 TGFB2 2.3031748
## 28 TTN -0.6633600
## 29 GAB1 0.8795894
## 30 ATP6V0A1 0.9847533
## 31 NRP2 -1.5153173
## 32 SLC22A5 0.5032908
## 33 VANGL2 0.5220569
## 34 ITGB1 -0.3208476
## 35 PKD2 -0.6848571
## 36 SMAD3 0.8885396
## 37 KCNJ8 -0.6850658
chord = chord_dat(circ, EC$genes, EC$process)
chord
## heart development phosphorylation vasculature development
## PTK2 0 1 1
## GNA13 0 0 1
## LEPR 0 0 1
## APOE 0 0 1
## CXCR4 0 0 1
## RECK 0 0 1
## EFNB2 0 0 1
## PNPLA6 0 0 1
## THY1 0 0 1
## CAV1 0 0 1
## CDH2 0 0 1
## CDH5 0 0 1
## PLXND1 0 0 1
## ECSCR 0 0 1
## HBEGF 0 0 1
## AMOT 0 0 1
## ACVRL1 0 1 1
## FGF2 0 1 1
## MAP2K1 0 1 1
## NRP1 1 0 1
## GJA1 1 0 1
## GJA5 1 0 1
## CERKL 1 0 1
## MIB1 1 0 1
## TGFBR2 1 1 1
## TGFBR3 1 1 1
## TGFB2 1 1 1
## TTN 1 1 0
## GAB1 1 1 0
## ATP6V0A1 1 1 0
## NRP2 1 0 0
## SLC22A5 1 0 0
## VANGL2 1 0 0
## ITGB1 1 0 0
## PKD2 1 0 0
## SMAD3 1 0 0
## KCNJ8 1 0 0
## blood vessel development tissue morphogenesis cell adhesion
## PTK2 1 0 0
## GNA13 1 0 0
## LEPR 1 0 0
## APOE 1 0 0
## CXCR4 1 0 0
## RECK 1 0 0
## EFNB2 0 0 0
## PNPLA6 1 0 0
## THY1 1 0 1
## CAV1 1 0 0
## CDH2 1 0 1
## CDH5 1 0 1
## PLXND1 1 1 0
## ECSCR 1 0 0
## HBEGF 1 0 0
## AMOT 1 0 0
## ACVRL1 1 0 0
## FGF2 1 0 0
## MAP2K1 1 0 0
## NRP1 1 1 1
## GJA1 1 0 0
## GJA5 1 0 0
## CERKL 1 0 1
## MIB1 1 1 0
## TGFBR2 1 0 0
## TGFBR3 1 1 0
## TGFB2 1 1 1
## TTN 0 0 0
## GAB1 0 0 0
## ATP6V0A1 0 0 0
## NRP2 0 0 1
## SLC22A5 0 0 0
## VANGL2 0 1 0
## ITGB1 0 0 1
## PKD2 0 0 0
## SMAD3 0 1 0
## KCNJ8 0 0 0
## plasma membrane logFC
## PTK2 1 -0.6527904
## GNA13 1 0.3711599
## LEPR 1 2.6539788
## APOE 1 0.8698346
## CXCR4 1 -2.5647537
## RECK 1 3.6926860
## EFNB2 1 -1.0007095
## PNPLA6 1 0.8906838
## THY1 1 -0.5538562
## CAV1 1 -0.9567264
## CDH2 1 1.2832653
## CDH5 1 -0.5147797
## PLXND1 1 -1.4831711
## ECSCR 1 -1.1219161
## HBEGF 1 1.1368100
## AMOT 1 1.0877881
## ACVRL1 0 0.5096903
## FGF2 0 -0.5859693
## MAP2K1 0 -0.4628798
## NRP1 1 -1.1412315
## GJA1 1 -0.8179480
## GJA5 1 -2.4542500
## CERKL 1 0.8624001
## MIB1 1 -0.2899698
## TGFBR2 1 0.9984773
## TGFBR3 1 1.2105366
## TGFB2 0 2.3031748
## TTN 0 -0.6633600
## GAB1 0 0.8795894
## ATP6V0A1 0 0.9847533
## NRP2 1 -1.5153173
## SLC22A5 1 0.5032908
## VANGL2 1 0.5220569
## ITGB1 1 -0.3208476
## PKD2 1 -0.6848571
## SMAD3 1 0.8885396
## KCNJ8 1 -0.6850658
GOChord(chord, limit = c(0, 5))
## Warning: Using size for a discrete variable is not advised.
## Warning: Removed 7 rows containing missing values (`geom_point()`).
## -----------------------------------------------------------------------------
library("BioNet")
## Loading required package: RBGL
##
## Attaching package: 'RBGL'
## The following objects are masked from 'package:igraph':
##
## bfs, dfs, transitivity
library("DLBCL")
data("dataLym")
data("interactome")
interactome
## A graphNEL graph with undirected edges
## Number of Nodes = 9386
## Number of Edges = 36504
pval = dataLym$t.pval
names(pval) = dataLym$label
subnet = subNetwork(dataLym$label, interactome)
subnet = rmSelfLoops(subnet)
subnet
## A graphNEL graph with undirected edges
## Number of Nodes = 2559
## Number of Edges = 7788
## -----------------------------------------------------------------------------
## Function to qqplot the output from fitBumModel
ggplotqqbu = function(x) {
n = length(x$pvalues)
probs = (rank(sort(x$pvalues)) - 0.5)/n
quantiles = unlist(sapply(probs, uniroot, f = BioNet:::.pbum.solve,
interval = c(0, 1), lambda = x$lambda, a = x$a)[1, ])
df = data.frame(fitted = quantiles, observed = sort(x$pvalues))
ggplot(df, aes(x = fitted, y = observed)) +
xlab("Theoretical quantiles") + ylab("Observed quantiles") +
geom_point(size = 0.3, alpha = 0.3, color = "red")+
geom_segment(aes(x = 0, y = 0, xend = 1, yend= 1 ), color = "blue") +
coord_fixed(ratio = 1)
}
hist1.bum = function(x, breaks = 50){
n = length(x$pvalues)
bumdata = seq(from = 0.006, to = 1, length=n)
ys = x$lambda + (1 - x$lambda) * x$a * bumdata^(x$a -1)
dat = data.frame(pvalues = x$pvalues, xxs = bumdata, y = ys)
y0 = BioNet:::piUpper(x)
ggplot(dat, aes(x = pvalues)) +
geom_histogram(aes( y= after_stat(density)), binwidth = .02, fill = "orange", alpha = 0.75)+
geom_hline(yintercept = y0, color = "blue3", alpha = 0.5, size = 1.2)+
geom_line(aes(x = xxs, y = y), col = "red3", size = 1.3, alpha = 0.5)+
xlab("p-values") +
annotate("text", x = -0.03, y = y0 + 0.5, label = "pi[0]", parse = TRUE, size = 8)
}
## -----------------------------------------------------------------------------
## ## Original analysis as done by the authors using both p-values.
## library(BioNet)
## library(DLBCL)
## data("dataLym")
## data("interactome")
## interactome
## pvals = cbind(t = dataLym$t.pval, s = dataLym$s.pval)
## rownames(pvals) = dataLym$label
## pval = aggrPvals(pvals, order = 2, plot = FALSE)
## subnet = subNetwork(dataLym$label, interactome)
## subnet = rmSelfLoops(subnet)
## subnet
## -----------------------------------------------------------------------------
fb = fitBumModel(pval, plot = FALSE)
fb
## Beta-Uniform-Mixture (BUM) model
##
## 3583 pvalues fitted
##
## Mixture parameter (lambda): 0.482
## shape parameter (a): 0.180
## log-likelihood: 4471.8
scores=scoreNodes(subnet, fb, fdr = 0.001)
length(scores)
## [1] 2559
## -----------------------------------------------------------------------------
ggp=ggplotqqbu(fb)
print(ggp)
## -----------------------------------------------------------------------------
ggh=hist1.bum(fb)
## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
print(ggh)
## -----------------------------------------------------------------------------
hotSub = runFastHeinz(subnet, scores)
hotSub
## A graphNEL graph with undirected edges
## Number of Nodes = 153
## Number of Edges = 243
logFC=dataLym$diff
names(logFC)=dataLym$label
## -----------------------------------------------------------------------------
plotModule(hotSub, layout = layout.davidson.harel, scores = scores,
diff.expr = logFC)
## -----------------------------------------------------------------------------
knitr::kable(col.names = c("",""), align = "lr", data.frame(
"$Q = \\begin{array}{lcccc} & A & T & C & G \\\\
A & -3\\alpha & \\alpha & \\alpha & \\alpha \\\\
T & \\alpha & -3\\alpha & \\alpha & \\alpha \\\\
C & \\alpha & \\alpha & -3\\alpha & \\alpha \\\\
G & \\alpha & \\alpha & \\alpha & -3\\alpha \\\\ \\end{array}$",
"$Q = \\begin{array}{lcccc} & A & T & C & G \\\\
A & -\\alpha-2 \\beta & \\beta & \\beta & \\alpha \\\\
T & \\beta & -\\alpha-2 \\beta & \\alpha & \\beta \\\\
C & \\beta & \\alpha & -\\alpha-2 \\beta & \\beta \\\\
G & \\alpha & \\beta & \\beta & -\\alpha-2 \\beta \\\\ \\end{array}$"))
| \(Q = \begin{array}{lcccc} & A & T & C & G \\ A & -3\alpha & \alpha & \alpha & \alpha \\ T & \alpha & -3\alpha & \alpha & \alpha \\ C & \alpha & \alpha & -3\alpha & \alpha \\ G & \alpha & \alpha & \alpha & -3\alpha \\ \end{array}\) |
\(Q = \begin{array}{lcccc} & A & T & C & G \\ A & -\alpha-2 \beta & \beta & \beta & \alpha \\ T & \beta & -\alpha-2 \beta & \alpha & \beta \\ C & \beta & \alpha & -\alpha-2 \beta & \beta \\ G & \alpha & \beta & \beta & -\alpha-2 \beta \\ \end{array}\) |
## -----------------------------------------------------------------------------
library("phangorn")
## Loading required package: ape
##
## Attaching package: 'ape'
## The following objects are masked from 'package:graph':
##
## complement, degree, edges
## The following object is masked from 'package:dplyr':
##
## where
## The following objects are masked from 'package:igraph':
##
## degree, edges, mst, ring
## The following object is masked from 'package:ggtree':
##
## rotate
##
## Attaching package: 'phangorn'
## The following object is masked from 'package:igraph':
##
## diversity
library("ggtree")
load("../data/tree1.RData")
## -----------------------------------------------------------------------------
ggtree(tree1, lwd = 2, color = "darkgreen", alpha = 0.8, right = TRUE) +
geom_tiplab(size = 7, angle = 90, offset = 0.05) +
geom_point(aes(shape = isTip, color = isTip), size = 5, alpha = 0.6)
## -----------------------------------------------------------------------------
seqs6 = simSeq(tree1, l = 60, type = "DNA", bf = c(1, 1, 3, 3)/8, rate = 0.1)
seqs6
## 6 sequences with 60 character and 27 different site patterns.
## The states are a c g t
mat6df = data.frame(as.character(seqs6))
p = ggtree(tree1, lwd = 1.2) + geom_tiplab(aes(x = branch), size = 5, vjust = 2)
gheatmap(p, mat6df[, 1:60], offset = 0.01, colnames = FALSE)
## Scale for y is already present.
## Adding another scale for y, which will replace the existing scale.
## -----------------------------------------------------------------------------
plot(g1, vertex.size=20, edge.width=5, vertex.color="coral",
vertex.shape=c("circle","square")[c(1,1,2,2,1,1)])
## -----------------------------------------------------------------------------
tree.nj = nj(dist.ml(seqs6, "JC69"))
ggtree(tree.nj) + geom_tiplab(size = 7)
## Warning: The tree contained negative edge length. If you want to ignore the edge, you
## can set 'options(ignore.negative.edge=TRUE)', then re-run ggtree.
## -----------------------------------------------------------------------------
fit = pml(tree1, seqs6, k = 4)
## -----------------------------------------------------------------------------
library("dada2")
## Loading required package: Rcpp
seqtab = readRDS("../data/seqtab.rds")
seqs = getSequences(seqtab)
names(seqs) = seqs
seqs[1]
## GCGAGCGTTATCCGGATTTATTGGGTTTAAAGGGTGCGCAGGCGGAAGATCAAGTCAGCGGTAAAATTGAGAGGCTCAACCTCTTCGAGCCGTTGAAACTGGTTTTCTTGAGTGAGCGAGAAGTATGCGGAATGCGTGGTGTAGCGGTGAAATGCATAGATATCACGCAGAACTCCGATTGCGAAGGCAGCATACCGGCGCTCAACTGACGCTCATGCACGAAAGTGTGGGTATC
## "GCGAGCGTTATCCGGATTTATTGGGTTTAAAGGGTGCGCAGGCGGAAGATCAAGTCAGCGGTAAAATTGAGAGGCTCAACCTCTTCGAGCCGTTGAAACTGGTTTTCTTGAGTGAGCGAGAAGTATGCGGAATGCGTGGTGTAGCGGTGAAATGCATAGATATCACGCAGAACTCCGATTGCGAAGGCAGCATACCGGCGCTCAACTGACGCTCATGCACGAAAGTGTGGGTATC"
length(seqs)
## [1] 268
## -----------------------------------------------------------------------------
## fastaRef = "../tmp/rdp_train_set_16.fa.gz"
## taxtab = assignTaxonomy(seqtab, refFasta = fastaRef)
## -----------------------------------------------------------------------------
taxtab = readRDS(file= "../data/taxtab16.rds")
dim(taxtab)
## [1] 268 6
## -----------------------------------------------------------------------------
head(taxtab) |> `rownames<-`(NULL)
## Kingdom Phylum Class Order
## [1,] "Bacteria" "Bacteroidetes" "Bacteroidia" "Bacteroidales"
## [2,] "Bacteria" "Bacteroidetes" "Bacteroidia" "Bacteroidales"
## [3,] "Bacteria" "Bacteroidetes" "Bacteroidia" "Bacteroidales"
## [4,] "Bacteria" "Bacteroidetes" "Bacteroidia" "Bacteroidales"
## [5,] "Bacteria" "Bacteroidetes" "Bacteroidia" "Bacteroidales"
## [6,] "Bacteria" "Bacteroidetes" "Bacteroidia" "Bacteroidales"
## Family Genus
## [1,] "Porphyromonadaceae" NA
## [2,] "Porphyromonadaceae" NA
## [3,] "Porphyromonadaceae" NA
## [4,] "Porphyromonadaceae" "Barnesiella"
## [5,] "Bacteroidaceae" "Bacteroides"
## [6,] "Porphyromonadaceae" NA
## -----------------------------------------------------------------------------
readLines("../data/mal2.dna.txt") |> head(12) |> cat(sep="\n")
## 11 1620
## Pre1 GTACTTGTTA GGCCTTATAA GAAAAAAGT- TATTAACTTA AGGAATTATA
## Pme2 GTATCTGTTA AGCCTTATAA AAAGATAGT- T-TAAATTAA AGGAATTATA
## Pma3 GTATTTGTTA AGCCTTATAA GAGAAAAGTA TATTAACTTA AGGA-TTATA
## Pfa4 GTATTTGTTA GGCCTTATAA GAAAAAAGT- TATTAACTTA AGGAATTATA
## Pbe5 GTATTTGTTA AGCCTTATAA GAAAAA--T- TTTTAATTAA AGGAATTATA
## Plo6 GTATTTGTTA AGCCTTATAA GAAAAAAGT- TACTAACTAA AGGAATTATA
## Pfr7 GTACTTGTTA AGCCTTATAA GAAAGAAGT- TATTAACTTA AGGAATTATA
## Pkn8 GTACTTGTTA AGCCTTATAA GAAAAGAGT- TATTAACTTA AGGAATTATA
## Pcy9 GTACTCGTTA AGCCTTTTAA GAAAAAAGT- TATTAACTTA AGGAATTATA
## Pvi10 GTACTTGTTA AGCCTTTTAA GAAAAAAGT- TATTAACTTA AGGAATTATA
## Pga11 GTATTTGTTA AGCCTTATAA GAAAAAAGT- TATTAATTTA AGGAATTATA
## -----------------------------------------------------------------------------
library("DECIPHER")
## Loading required package: Biostrings
## Loading required package: XVector
## Loading required package: GenomeInfoDb
##
## Attaching package: 'Biostrings'
## The following object is masked from 'package:ape':
##
## complement
## The following object is masked from 'package:graph':
##
## complement
## The following object is masked from 'package:base':
##
## strsplit
## Loading required package: RSQLite
## Loading required package: parallel
alignment = AlignSeqs(DNAStringSet(seqs), anchor = NA, verbose = FALSE)
alignment
## DNAStringSet object of length 268:
## width seq names
## [1] 242 GCGAGCGTTATCCGGATTTATT...ATGCACGAAAGTGTGGGTATC- GCGAGCGTTATCCGGAT...
## [2] 242 GCGAGCGTTATCCGGATTTATT...ATGCACGAAAGCGTGGGTATC- GCGAGCGTTATCCGGAT...
## [3] 242 GCGAGCGTTATCCGGATTTATT...AGGCACGAAAGCGTGGGTATC- GCGAGCGTTATCCGGAT...
## [4] 242 GCGAGCGTTATCCGGATTTATT...AGGCACGAAAGTGCGGGGATC- GCGAGCGTTATCCGGAT...
## [5] 242 CCGAGCGTTATCCGGATTTATT...ATGCTCGAAAGTGTGGGTAT-- CCGAGCGTTATCCGGAT...
## ... ... ...
## [264] 242 GCAAGCGTTGTCCGGATTTATT...AGGCGCGAAAGCGTGGGGAG-- GCAAGCGTTGTCCGGAT...
## [265] 242 CCGAGCGTTGTCCGGATTTATT...AGGCTCGAAAGCGTGGGTAGC- CCGAGCGTTGTCCGGAT...
## [266] 242 CCGAGCGTTGTCCGGATTTATT...AGGCTCGAAAGCGTGGGGAGC- CCGAGCGTTGTCCGGAT...
## [267] 242 GCAAGCGTTATCCGGAATTATT...AGGCGCGAAAGCGTGGGGAG-- GCAAGCGTTATCCGGAA...
## [268] 242 GCAAGCGTTAATCGGAATTACT...AGGTGCGAAAGCGTGGGGAG-- GCAAGCGTTAATCGGAA...
## -----------------------------------------------------------------------------
phangAlign = phangorn::phyDat(as(alignment, "matrix"), type = "DNA")
dm = phangorn::dist.ml(phangAlign)
treeNJ = phangorn::NJ(dm) # Note: tip order != sequence order
fit = phangorn::pml(treeNJ, data = phangAlign)
fitGTR = update(fit, k = 4, inv = 0.2)
fitGTR = phangorn::optim.pml(fitGTR, model = "GTR", optInv = TRUE,
optGamma = TRUE, rearrangement = "stochastic",
control = phangorn::pml.control(trace = 0))
fitGTR
## model: GTR+G(4)+I
## loglikelihood: -12757.74
## unconstrained loglikelihood: -1114.238
## Proportion of invariant sites: 0.2791515
## Discrete gamma model
## Number of rate categories: 4
## Shape parameter: 0.4700432
##
## Rate matrix:
## a c g t
## a 0.0000000 0.8496958 3.7836879 1.403917
## c 0.8496958 0.0000000 0.9722916 4.856766
## g 3.7836879 0.9722916 0.0000000 1.000000
## t 1.4039171 4.8567660 1.0000000 0.000000
##
## Base frequencies:
## a c g t
## 0.2535580 0.1993056 0.2885984 0.2585381
## -----------------------------------------------------------------------------
samples = read.csv(file.path("..", "data", "MIMARKS_Data_combined.csv"), header = TRUE)
samples$SampleID = paste0(gsub("00", "", samples$host_subject_id),
"D", samples$age-21)
samples = samples[!duplicated(samples$SampleID), ]
stopifnot(all(rownames(seqtab) %in% samples$SampleID))
rownames(samples) = samples$SampleID
keepCols = c("collection_date", "biome", "target_gene", "target_subfragment",
"host_common_name", "host_subject_id", "age", "sex", "body_product", "tot_mass",
"diet", "family_relationship", "genotype", "SampleID")
samples = samples[rownames(seqtab), keepCols]
samples
## collection_date biome target_gene target_subfragment
## F3D0 1904-01-22 laboratory 16S rRNA V53
## F3D1 1904-01-23 laboratory 16S rRNA V53
## F3D141 1904-06-11 laboratory 16S rRNA V53
## F3D142 1904-06-12 laboratory 16S rRNA V53
## F3D143 1904-06-13 laboratory 16S rRNA V53
## F3D144 1904-06-14 laboratory 16S rRNA V53
## F3D145 1904-06-15 laboratory 16S rRNA V53
## F3D146 1904-06-16 laboratory 16S rRNA V53
## F3D147 1904-06-17 laboratory 16S rRNA V53
## F3D148 1904-06-18 laboratory 16S rRNA V53
## F3D149 1904-06-19 laboratory 16S rRNA V53
## F3D150 1904-06-20 laboratory 16S rRNA V53
## F3D2 1904-01-24 laboratory 16S rRNA V53
## F3D3 1904-01-25 laboratory 16S rRNA V53
## F3D5 1904-01-27 laboratory 16S rRNA V53
## F3D6 1904-01-28 laboratory 16S rRNA V53
## F3D7 1904-01-29 laboratory 16S rRNA V53
## F3D8 1904-01-30 laboratory 16S rRNA V53
## F3D9 1904-01-31 laboratory 16S rRNA V53
## host_common_name host_subject_id age sex body_product tot_mass
## F3D0 mouse F003 21 F feces 8.3
## F3D1 mouse F003 22 F feces 9.1
## F3D141 mouse F003 162 F feces 20.2
## F3D142 mouse F003 163 F feces 20.7
## F3D143 mouse F003 164 F feces 21.0
## F3D144 mouse F003 165 F feces 20.5
## F3D145 mouse F003 166 F feces 20.8
## F3D146 mouse F003 167 F feces 19.9
## F3D147 mouse F003 168 F feces 20.5
## F3D148 mouse F003 169 F feces 20.6
## F3D149 mouse F003 170 F feces 20.9
## F3D150 mouse F003 171 F feces 20.4
## F3D2 mouse F003 23 F feces 10.0
## F3D3 mouse F003 24 F feces 10.5
## F3D5 mouse F003 26 F feces 10.8
## F3D6 mouse F003 27 F feces 11.8
## F3D7 mouse F003 28 F feces 11.9
## F3D8 mouse F003 29 F feces 12.8
## F3D9 mouse F003 30 F feces 13.3
## diet family_relationship genotype SampleID
## F3D0 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D0
## F3D1 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D1
## F3D141 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D141
## F3D142 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D142
## F3D143 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D143
## F3D144 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D144
## F3D145 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D145
## F3D146 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D146
## F3D147 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D147
## F3D148 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D148
## F3D149 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D149
## F3D150 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D150
## F3D2 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D2
## F3D3 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D3
## F3D5 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D5
## F3D6 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D6
## F3D7 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D7
## F3D8 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D8
## F3D9 Irradiated Lab Diet 5053 Litter 1 C57BL/6 WT F3D9
## -----------------------------------------------------------------------------
# For 'sex', samples_2 has oddly the values 'FALSE'
samples_2 = read.csv(file.path("..", "data", "MIMARKS_Data_clean.csv"), header = TRUE)
for (k in setdiff(keepCols, "sex")) stopifnot(identical(samples[[k]], samples_2[[k]]))
## -----------------------------------------------------------------------------
library("phyloseq")
##
## Attaching package: 'phyloseq'
## The following object is masked from 'package:IRanges':
##
## distance
## The following object is masked from 'package:Biobase':
##
## sampleNames
pso = phyloseq(tax_table(taxtab),
sample_data(samples),
otu_table(seqtab, taxa_are_rows = FALSE),
phy_tree(fitGTR$tree))
## -----------------------------------------------------------------------------
prune_samples(rowSums(otu_table(pso)) > 5000, pso)
## phyloseq-class experiment-level object
## otu_table() OTU Table: [ 268 taxa and 10 samples ]
## sample_data() Sample Data: [ 10 samples by 14 sample variables ]
## tax_table() Taxonomy Table: [ 268 taxa by 6 taxonomic ranks ]
## phy_tree() Phylogenetic Tree: [ 268 tips and 266 internal nodes ]
## -----------------------------------------------------------------------------
prevalence = apply(X = otu_table(pso),
MARGIN = ifelse(taxa_are_rows(pso), yes = 1, no = 2),
FUN = function(x) {sum(x > 0)})
prevdf = data.frame(Prevalence = prevalence,
TotalAbundance = taxa_sums(pso),
tax_table(pso))
tab = table(prevdf$Phylum)
keepPhyla = names(tab)[tab>5]
prevdf1 = subset(prevdf, Phylum %in% keepPhyla)
ps2v = subset_taxa(pso, Phylum %in% keepPhyla)
## -----------------------------------------------------------------------------
# warning: !expr c("DESeqDataSet.se, design = design, ignoreRank.: some variables in design formula are characters, converting to factors")
library("DESeq2")
## Loading required package: GenomicRanges
## Loading required package: SummarizedExperiment
## Loading required package: MatrixGenerics
## Loading required package: matrixStats
##
## Attaching package: 'matrixStats'
## The following objects are masked from 'package:Biobase':
##
## anyMissing, rowMedians
## The following object is masked from 'package:dplyr':
##
## count
##
## Attaching package: 'MatrixGenerics'
## The following objects are masked from 'package:matrixStats':
##
## colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
## colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
## colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
## colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
## colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
## colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
## colWeightedMeans, colWeightedMedians, colWeightedSds,
## colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
## rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
## rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
## rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
## rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
## rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
## rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
## rowWeightedSds, rowWeightedVars
## The following object is masked from 'package:Biobase':
##
## rowMedians
ps1 = readRDS("../data/ps1.rds")
ps_dds = phyloseq_to_deseq2(ps1, design = ~ ageBin + family_relationship)
## converting counts to integer mode
## Warning in DESeqDataSet(se, design = design, ignoreRank): some variables in
## design formula are characters, converting to factors
geometricmean = function(x)
if (all(x == 0)) { 0 } else { exp(mean(log(x[x != 0]))) }
geoMeans = apply(counts(ps_dds), 1, geometricmean)
ps_dds = estimateSizeFactors(ps_dds, geoMeans = geoMeans)
ps_dds = estimateDispersions(ps_dds)
## gene-wise dispersion estimates
## mean-dispersion relationship
## final dispersion estimates
abund = getVarianceStabilizedData(ps_dds)
## -----------------------------------------------------------------------------
rownames(abund) = substr(rownames(abund), 1, 5) |> make.names(unique = TRUE)
## -----------------------------------------------------------------------------
library("structSSI")
el = phy_tree(ps1)$edge
el0 = el
el0 = el0[rev(seq_len(nrow(el))), ]
el_names = c(rownames(abund), seq_len(phy_tree(ps1)$Nnode))
el[, 1] = el_names[el0[, 1]]
el[, 2] = el_names[el0[, 2]]
unadj_p = treePValues(el, abund, sample_data(ps1)$ageBin)
## -----------------------------------------------------------------------------
hfdr_res = hFDR.adjust(unadj_p, el, 0.75)
summary(hfdr_res)
## Number of hypotheses: 776
## Number of tree discoveries: 587
## Estimated tree FDR: 1
## Number of tip discoveries: 284
## Estimated tips FDR: 1
##
## hFDR adjusted p-values:
## unadjp adjp adj.significance
## GCAAG.96 2.147750e-82 4.295499e-82 ***
## GCAAG.71 1.300571e-75 2.601142e-75 ***
## GCAAG.190 4.000715e-59 8.001430e-59 ***
## GCAAG.254 3.834463e-50 7.668927e-50 ***
## GCAAG.150 1.205288e-49 2.410577e-49 ***
## GCAAG.30 8.627127e-49 1.725425e-48 ***
## GCGAG.78 9.319249e-47 1.863850e-46 ***
## GCAAG.170 5.896089e-43 1.179218e-42 ***
## 98 8.697907e-40 1.739581e-39 ***
## GCAAG.65 2.341078e-36 4.682156e-36 ***
## [only 10 most significant hypotheses shown]
## ---
## Signif. codes: 0 '***' 0.015 '**' 0.15 '*' 0.75 '.' 1.5 '-' 1
#plot(hfdr_res, height = 5000) # not run: opens in a browser
## -----------------------------------------------------------------------------
library("dplyr")
options(digits = 3)
tax = tax_table(ps1)[, c("Family", "Genus")] |> data.frame()
tax$seq = rownames(abund)
hfdr_res@p.vals$seq = rownames(hfdr_res@p.vals)
left_join(tax, hfdr_res@p.vals[,-3]) |>
arrange(adjp) |> head(9) |> dplyr::select(1,2,4,5)
## Joining with `by = join_by(seq)`
## Family Genus unadjp adjp
## 1 Lachnospiraceae <NA> 2.15e-82 4.30e-82
## 2 Lachnospiraceae Roseburia 1.30e-75 2.60e-75
## 3 Lachnospiraceae Clostridium_XlVa 4.00e-59 8.00e-59
## 4 Lachnospiraceae <NA> 3.83e-50 7.67e-50
## 5 Lachnospiraceae Clostridium_XlVa 1.21e-49 2.41e-49
## 6 Lachnospiraceae <NA> 8.63e-49 1.73e-48
## 7 Ruminococcaceae Ruminococcus 9.32e-47 1.86e-46
## 8 Lachnospiraceae Clostridium_XlVa 5.90e-43 1.18e-42
## 9 Lachnospiraceae Roseburia 2.34e-36 4.68e-36
## -----------------------------------------------------------------------------
library("igraph")
library("ggnetwork")
library("ggplot2")
pts = structure(c(0, 0, 1, 1, 1.5, 2, 0, 1, 1, 0, 0.5, 0.5),
.Dim = c(6L, 2L))
matxy = pts
distxy = stats::dist(matxy)
g = graph.adjacency(as.matrix(distxy), weighted = TRUE)
mst1 = igraph::mst(g)
## -----------------------------------------------------------------------------
gred = igraph::make_ring(6) - igraph::edges(6)
ggred = ggnetwork(gred, arrow.gap = 0, layout = matxy)
ggplot(ggred, aes(x = x, y = y, xend = xend, yend = yend)) +
geom_edges(size = 1.5, color = "red", alpha = 0.8) +
geom_nodes(size = 6) + theme_blank()
ggmst1 = ggnetwork(mst1, arrow.gap = 0, layout = matxy)
ggplot(ggmst1, aes(x = x, y = y, xend = xend, yend = yend)) +
geom_edges(size = 1.5, color = "steelblue", alpha = 0.8) +
geom_nodes(size = 6) + theme_blank()
## -----------------------------------------------------------------------------
load("../data/dist2009c.RData")
country09 = attr(dist2009c, "Label")
mstree2009 = ape::mst(dist2009c)
gr09 = graph.adjacency(mstree2009, mode = "undirected")
gg = ggnetwork(gr09, arrow.gap = 0, layout = layout_with_fr(gr09))
ggplot(gg, aes(x = x, y = y, xend = xend, yend = yend)) +
geom_edges(color = "black", alpha = 0.5, curvature = 0.1) +
geom_nodes(aes(color = name), size = 2) + theme_blank() +
geom_nodetext(aes(label = name), color = "black", size = 2.5) +
guides(color = guide_legend(keyheight = 0.09, keywidth = 0.09,
title = "Countries")) +
theme(legend.text = element_text(size = 7))
## -----------------------------------------------------------------------------
## # these options were previously (<=2022-01-07) also there but did not seem to make it better
## theme(
## legend.position = c(0, 0.14),
## legend.background = element_blank(),
## plot.margin = unit(c(0, 1, 1, 6), "cm"))
## -----------------------------------------------------------------------------
ggplot(gg, aes(x = x, y = y, xend = xend, yend = yend)) +
geom_edges(color = "black", alpha = 0.5, curvature = 0.1) +
geom_nodes(aes(color = name), size = 2) + theme_blank() +
geom_nodetext_repel(aes(label = name), color = "black",
size = 2, max.overlaps = 18) +
theme_blank() +
guides(color = guide_legend(keyheight = 0.09, keywidth = 0.09,
title = "Countries")) +
theme(legend.text = element_text(size = 7))
## Warning: ggrepel: 417 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
## -----------------------------------------------------------------------------
library("rworldmap")
## Loading required package: sp
##
## Attaching package: 'sp'
## The following object is masked from 'package:IRanges':
##
## %over%
## ### Welcome to rworldmap ###
## For a short introduction type : vignette('rworldmap')
mat = match(country09, countriesLow$NAME)
coords2009 = data.frame(
lat = countriesLow$LAT[mat],
lon = countriesLow$LON[mat],
country = country09)
layoutCoordinates = cbind(
x = jitter(coords2009$lon, amount = 15),
y = jitter(coords2009$lat, amount = 8))
labc = names(table(country09)[which(table(country09) > 1)])
matc = match(labc, countriesLow$NAME)
dfc = data.frame(
latc = countriesLow$LAT[matc],
lonc = countriesLow$LON[matc],
labc)
dfctrans = dfc
dfctrans[, 1] = (dfc[,1] + 31) / 93
dfctrans[, 2] = (dfc[,2] + 105) / 238
ggeo09 = ggnetwork(gr09, arrow.gap = 0, layout = layoutCoordinates)
ggplot(ggeo09, aes(x = x, y = y)) +
geom_nodes(aes(color = name), size = 2) +
geom_edges(aes(xend = xend, yend = yend), color = "black", alpha = 0.5, curvature = 0.1) +
geom_label(data = dfctrans, aes(x = lonc, y = latc,
label = labc, fill = labc), colour = "white", alpha = 0.5, size = 3) +
theme(legend.position = "none") + theme_blank()
## -----------------------------------------------------------------------------
dfbr=data.frame(measure=c(rnorm(15,0.9),rnorm(15,1.8)),
group=as.factor(c(rep("men",15),rep("women",15))))
ggplot(dfbr,aes(x=measure,group=group,y=0)) + ylim(-0.25,+0.25) +
geom_point(aes(col=group,x=measure,y=0,shape=group),size=5,alpha=0.6)+
scale_color_manual(values=c("blue","red"))+
theme_bw() + geom_hline(yintercept = 0) +
theme(panel.border = element_blank(),
axis.title.y=element_blank(),
axis.text.y=element_blank(),
axis.ticks.y=element_blank(),
axis.title.x=element_blank(),
panel.grid.major.y = element_blank() ,
panel.grid.minor.y = element_blank() )+ coord_fixed()
## -----------------------------------------------------------------------------
ps1 = readRDS("../data/ps1.rds")
sampledata = data.frame( sample_data(ps1))
d1 = as.matrix(phyloseq::distance(ps1, method="jaccard"))
## Found more than one class "dist" in cache; using the first, from namespace 'BiocGenerics'
## Also defined by 'spam'
## Found more than one class "dist" in cache; using the first, from namespace 'BiocGenerics'
## Also defined by 'spam'
gr = graph.adjacency(d1, mode = "undirected", weighted = TRUE)
net = igraph::mst(gr)
V(net)$id = sampledata[names(V(net)), "host_subject_id"]
V(net)$litter = sampledata[names(V(net)), "family_relationship"]
## -----------------------------------------------------------------------------
gnet=ggnetwork(net)
ggplot(gnet, aes(x = x, y = y, xend = xend, yend = yend))+
geom_edges(color = "darkgray") +
geom_nodes(aes(color = id, shape = litter)) + theme_blank()+
theme(legend.position="bottom")
## -----------------------------------------------------------------------------
library("phyloseqGraphTest")
gt = graph_perm_test(ps1, "host_subject_id", distance="jaccard",
type="mst", nperm=1000)
gt$pval
## [1] 0.000999
## -----------------------------------------------------------------------------
plot_permutations(gt)
## -----------------------------------------------------------------------------
net = make_network(ps1, max.dist = 0.35)
sampledata = data.frame(sample_data(ps1))
V(net)$id = sampledata[names(V(net)), "host_subject_id"]
V(net)$litter = sampledata[names(V(net)), "family_relationship"]
netg = ggnetwork(net)
## -----------------------------------------------------------------------------
ggplot(netg, aes(x = x, y = y, xend = xend, yend = yend)) +
geom_edges(color = "darkgray") +
geom_nodes(aes(color = id, shape = litter)) + theme_blank()+
theme(plot.margin = unit(c(0, 5, 2, 0), "cm"))+
theme(legend.position = c(1.4, 0.3),legend.background = element_blank(),
legend.margin=margin(0, 3, 0, 0, "cm"))+
guides(color=guide_legend(ncol=2))
## -----------------------------------------------------------------------------
gt = graph_perm_test(ps1, "family_relationship",
grouping = "host_subject_id",
distance = "jaccard", type = "mst", nperm= 1000)
gt$pval
## [1] 0.003
## -----------------------------------------------------------------------------
plot_permutations(gt)
## -----------------------------------------------------------------------------
gtnn1 = graph_perm_test(ps1, "family_relationship",
grouping = "host_subject_id",
distance = "jaccard", type = "knn", knn = 1)
gtnn1$pval
## [1] 0.004
## -----------------------------------------------------------------------------
plot_test_network(gtnn1)
## -----------------------------------------------------------------------------
## NA
## -----------------------------------------------------------------------------
## NA
## -----------------------------------------------------------------------------
## library("markovchain")
## # Make Markov chain object
## mcPreg = new("markovchain", states = CSTs,
## transitionMatrix = trans, name="PregCST")
## mcPreg
## # Set up igraph of the markov chain
## netMC = markovchain:::.getNet(mcPreg, round = TRUE)
## -----------------------------------------------------------------------------
## wts = E(netMC)$weight/100
## edgel = get.edgelist(netMC)
## elcat = paste(edgel[,1], edgel[,2])
## elrev = paste(edgel[,2], edgel[,1])
## edge.curved = sapply(elcat, function(x) x %in% elrev)
## samples_def = data.frame(sample_data(ps))
## samples_def = samples_def[samples$Preterm | samples$Term,] # Only those definitely assigned, i.e. not marginal
## premat = table(samples_def$CST, samples_def$Preterm)
## rownames(premat) = markovchain::states(mcPreg)
## colnames(premat) = c("Term", "Preterm")
## premat
## premat = premat/rowSums(premat)
## vert.CSTclrs = CSTColors
## -----------------------------------------------------------------------------
## default.par = par(no.readonly = TRUE)
## # Define color scale
## # Plotting function for markov chain
## plotMC = function(object, ...) {
## netMC = markovchain:::.getNet(object, round = TRUE)
## plot.igraph(x = netMC, ...)
## }
## # Color bar for the markov chain visualization, gradient in strength of preterm association
## color.bar = function(lut, min, max=-min, nticks=11, ticks=seq(min, max, len=nticks), title=NULL) {
## scale = (length(lut)-1)/(max-min)
## cur.par = par(no.readonly = TRUE)
## par(mar = c(0, 4, 1, 4) + 0.1, oma = c(0, 0, 0, 0) + 0.1)
## par(ps = 10, cex = 0.8)
## par(tcl=-0.2, cex.axis=0.8, cex.lab = 0.8)
## plot(c(min,max), c(0,10), type='n', bty='n', xaxt='n', xlab=", yaxt='n', ylab=", main=title)
## axis(1, c(0, 0.5, 1))
## for (i in 1:(length(lut)-1)) {
## x = (i-1)/scale + min
## rect(x,0,x+1/scale,10, col=lut[i], border=NA)
## }
## }
##
## pal = colorRampPalette(c("grey50", "maroon", "magenta2"))(101)
## vert.clrs = sapply(states(mcPreg), function(x) pal[1+round(100*premat[x,"Preterm"])])
## vert.sz = 4 + 2*sapply(states(mcPreg),
## function(x) nrow(unique(sample_data(ps)[sample_data(ps)$CST==x,"SubjectID"])))
## vert.sz = vert.sz * 0.85
## vert.font.clrs = c("white", "white", "white", "white", "white")
##
## # E(netMC) to see edge list, have to define loop angles individually by the # in edge list, not vertex
## edge.loop.angle = c(0, 0, 0, 0, 3.14, 3.14, 0, 0, 0, 0, 3.14, 0, 0, 0, 0, 0)-0.45
## layout = matrix(c(0.6,0.95, 0.43,1, 0.3,0.66, 0.55,0.3, 0.75,0.65), nrow = 5, ncol = 2, byrow = TRUE)
##
## # Color by association with preterm birth
## layout(matrix(c(1,1,2,2), 2, 2, byrow = TRUE), heights=c(1,10))
## color.bar(pal, min=0, max=1, nticks=6, title="Fraction preterm")
## par(mar=c(0,1,1,1)+0.1)
## edge.arrow.size=0.8
## edge.arrow.width=1.4
## edge.width = (15*wts + 0.1)*0.6
## edge.labels = as.character(E(netMC)$weight/100)
## edge.labels[edge.labels<0.4] = NA # labels only for self-loops
## plotMC(mcPreg, edge.arrow.size=edge.arrow.size, edge.arrow.width = edge.arrow.width,
## edge.width=edge.width, edge.curved=edge.curved,
## vertex.color=vert.clrs, vertex.size=(vert.sz),
## vertex.label.font = 2, vertex.label.cex = 1,
## vertex.label.color = vert.font.clrs, vertex.frame.color = NA,
## layout=layout, edge.loop.angle = edge.loop.angle)
## par(default.par)
## -----------------------------------------------------------------------------
dat = read.table("../data/ccnb1datsmall.txt", header = TRUE, comment.char = "", stringsAsFactors = TRUE)
v = levels(unlist(dat[,1:2])) # vertex names
n = length(v) # number of vertices
e = matrix(match(as.character(unlist(dat[,1:2])), v),ncol=2) # edge list
w = dat$coexpression # edge weights
## -----------------------------------------------------------------------------
M = matrix(0, n, n)
M[e] = w
M = M + t(M)
dimnames(M) = list(v, v)
A = 1*(M > 0)
## -----------------------------------------------------------------------------
## library(igraph)
## net = network(e, directed=FALSE)
## par(mar=rep(0,4))
## plot(net, label=v)
## -----------------------------------------------------------------------------
breaks = c(0, seq(0.9, 1, length=11))
cols = grey(1-c(0,seq(0.5,1,length=10)))
ccnb1ind = which(v == "CCNB1")
vcols = rep("white",n)
vcols[ccnb1ind] = "blue"
vcols[which(M[,ccnb1ind]>0 | M[ccnb1ind,])] = "red"
par(mar = rep(0, 4))
heatmap(M, symm = TRUE, ColSideColors = vcols, RowSideColors = vcols,
col = cols, breaks = breaks, frame = TRUE)
legend("topleft", c("Neighbors(CCNB1)", "CCNB1"),
fill = c("red","blue"),
bty = "n", inset = 0, xpd = TRUE, border = FALSE)
## -----------------------------------------------------------------------------
## library("ape")
## library("phangorn")
## GAG=read.dna("../data/DNA_GAG_20.txt")
## -----------------------------------------------------------------------------
gt = graph_perm_test(ps1, "family_relationship", distance = "bray",
grouping = "host_subject_id", type = "knn", knn = 2)
gt$pval
## [1] 0.002
## -----------------------------------------------------------------------------
plot_test_network(gt)
permdf = data.frame(perm=gt$perm)
obs = gt$observed
ymax = max(gt$perm)
ggplot(permdf, aes(x = perm)) + geom_histogram(bins = 20) +
geom_segment(aes(x = obs, y = 0, xend = obs, yend = ymax/10), color = "red") +
geom_point(aes(x = obs, y = ymax/10), color = "red") + xlab("Number of pure edges")
12 Supervised Learning
## -----------------------------------------------------------------------------
library("tibble")
library("ggplot2")
ov = tibble(
x = seq(0, 30, by = 1),
y = 2 + 0.01 * x^2 + 0.1 * x + 2 * rnorm(length(x)))
ggplot(ov, aes(x = x, y = y)) +
geom_point() +
geom_smooth(span = 0.2, col = "dodgerblue3", se = FALSE) +
geom_smooth(span = 0.8, col = "darkorange1", se = FALSE)
## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'
## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'
## -----------------------------------------------------------------------------
data("diabetes", package = "rrcov")
head(diabetes)
## rw fpg glucose insulin sspg group
## 1 0.81 80 356 124 55 normal
## 2 0.95 97 289 117 76 normal
## 3 0.94 105 319 143 105 normal
## 4 1.04 90 356 199 108 normal
## 5 1.00 90 323 240 143 normal
## 6 0.76 86 381 157 165 normal
dim(diabetes)
## [1] 145 6
library(reshape2)
##
## Attaching package: 'reshape2'
## The following objects are masked from 'package:reshape':
##
## colsplit, melt, recast
melt(diabetes, id.vars = "group")
## group variable value
## 1 normal rw 0.81
## 2 normal rw 0.95
## 3 normal rw 0.94
## 4 normal rw 1.04
## 5 normal rw 1.00
## 6 normal rw 0.76
## 7 normal rw 0.91
## 8 normal rw 1.10
## 9 normal rw 0.99
## 10 normal rw 0.78
## 11 normal rw 0.90
## 12 normal rw 0.73
## 13 normal rw 0.96
## 14 normal rw 0.84
## 15 normal rw 0.74
## 16 normal rw 0.98
## 17 normal rw 1.10
## 18 normal rw 0.85
## 19 normal rw 0.83
## 20 normal rw 0.93
## 21 normal rw 0.95
## 22 normal rw 0.74
## 23 normal rw 0.95
## 24 normal rw 0.97
## 25 normal rw 0.72
## 26 normal rw 1.11
## 27 normal rw 1.20
## 28 normal rw 1.13
## 29 normal rw 1.00
## 30 normal rw 0.78
## 31 normal rw 1.00
## 32 normal rw 1.00
## 33 normal rw 0.71
## 34 normal rw 0.76
## 35 normal rw 0.89
## 36 normal rw 0.88
## 37 normal rw 1.17
## 38 normal rw 0.85
## 39 normal rw 0.97
## 40 normal rw 1.00
## 41 normal rw 1.00
## 42 normal rw 0.89
## 43 normal rw 0.98
## 44 normal rw 0.78
## 45 normal rw 0.74
## 46 normal rw 0.91
## 47 normal rw 0.95
## 48 normal rw 0.95
## 49 normal rw 1.03
## 50 normal rw 0.87
## 51 normal rw 0.87
## 52 normal rw 1.17
## 53 normal rw 0.83
## 54 normal rw 0.82
## 55 normal rw 0.86
## 56 normal rw 1.01
## 57 normal rw 0.88
## 58 normal rw 0.75
## 59 chemical rw 0.99
## 60 normal rw 1.12
## 61 normal rw 1.09
## 62 chemical rw 1.02
## 63 chemical rw 1.19
## 64 normal rw 1.06
## 65 chemical rw 1.20
## 66 chemical rw 1.05
## 67 normal rw 1.18
## 68 normal rw 1.01
## 69 normal rw 0.91
## 70 normal rw 0.81
## 71 chemical rw 1.10
## 72 normal rw 1.03
## 73 normal rw 0.97
## 74 normal rw 0.96
## 75 normal rw 1.10
## 76 normal rw 1.07
## 77 chemical rw 1.08
## 78 normal rw 0.95
## 79 normal rw 0.74
## 80 normal rw 0.84
## 81 normal rw 0.89
## 82 normal rw 1.11
## 83 chemical rw 1.19
## 84 normal rw 1.18
## 85 chemical rw 1.06
## 86 chemical rw 0.95
## 87 chemical rw 1.06
## 88 chemical rw 0.98
## 89 chemical rw 1.16
## 90 chemical rw 1.18
## 91 chemical rw 1.20
## 92 chemical rw 1.08
## 93 chemical rw 0.91
## 94 chemical rw 1.03
## 95 chemical rw 1.09
## 96 chemical rw 1.05
## 97 chemical rw 1.20
## 98 chemical rw 1.05
## 99 chemical rw 1.10
## 100 chemical rw 1.12
## 101 chemical rw 0.96
## 102 chemical rw 1.13
## 103 chemical rw 1.07
## 104 chemical rw 1.10
## 105 chemical rw 0.94
## 106 chemical rw 1.12
## 107 chemical rw 0.88
## 108 chemical rw 0.93
## 109 chemical rw 1.16
## 110 chemical rw 0.94
## 111 chemical rw 0.91
## 112 chemical rw 0.83
## 113 overt rw 0.92
## 114 overt rw 0.86
## 115 overt rw 0.85
## 116 overt rw 0.83
## 117 overt rw 0.85
## 118 overt rw 1.06
## 119 overt rw 1.06
## 120 overt rw 0.92
## 121 overt rw 1.20
## 122 overt rw 1.04
## 123 overt rw 1.16
## 124 overt rw 1.08
## 125 overt rw 0.95
## 126 overt rw 0.86
## 127 overt rw 0.90
## 128 overt rw 0.97
## 129 overt rw 1.16
## 130 overt rw 1.12
## 131 overt rw 1.07
## 132 overt rw 0.93
## 133 overt rw 0.85
## 134 overt rw 0.81
## 135 overt rw 0.98
## 136 overt rw 1.01
## 137 overt rw 1.19
## 138 overt rw 1.04
## 139 overt rw 1.06
## 140 overt rw 1.03
## 141 overt rw 1.05
## 142 overt rw 0.91
## 143 overt rw 0.90
## 144 overt rw 1.11
## 145 overt rw 0.74
## 146 normal fpg 80.00
## 147 normal fpg 97.00
## 148 normal fpg 105.00
## 149 normal fpg 90.00
## 150 normal fpg 90.00
## 151 normal fpg 86.00
## 152 normal fpg 100.00
## 153 normal fpg 85.00
## 154 normal fpg 97.00
## 155 normal fpg 97.00
## 156 normal fpg 91.00
## 157 normal fpg 87.00
## 158 normal fpg 78.00
## 159 normal fpg 90.00
## 160 normal fpg 86.00
## 161 normal fpg 80.00
## 162 normal fpg 90.00
## 163 normal fpg 99.00
## 164 normal fpg 85.00
## 165 normal fpg 90.00
## 166 normal fpg 90.00
## 167 normal fpg 88.00
## 168 normal fpg 95.00
## 169 normal fpg 90.00
## 170 normal fpg 92.00
## 171 normal fpg 74.00
## 172 normal fpg 98.00
## 173 normal fpg 100.00
## 174 normal fpg 86.00
## 175 normal fpg 98.00
## 176 normal fpg 70.00
## 177 normal fpg 99.00
## 178 normal fpg 75.00
## 179 normal fpg 90.00
## 180 normal fpg 85.00
## 181 normal fpg 99.00
## 182 normal fpg 100.00
## 183 normal fpg 78.00
## 184 normal fpg 106.00
## 185 normal fpg 98.00
## 186 normal fpg 102.00
## 187 normal fpg 90.00
## 188 normal fpg 94.00
## 189 normal fpg 80.00
## 190 normal fpg 93.00
## 191 normal fpg 86.00
## 192 normal fpg 85.00
## 193 normal fpg 96.00
## 194 normal fpg 88.00
## 195 normal fpg 87.00
## 196 normal fpg 94.00
## 197 normal fpg 93.00
## 198 normal fpg 86.00
## 199 normal fpg 86.00
## 200 normal fpg 96.00
## 201 normal fpg 86.00
## 202 normal fpg 89.00
## 203 normal fpg 83.00
## 204 chemical fpg 98.00
## 205 normal fpg 100.00
## 206 normal fpg 110.00
## 207 chemical fpg 88.00
## 208 chemical fpg 100.00
## 209 normal fpg 80.00
## 210 chemical fpg 89.00
## 211 chemical fpg 91.00
## 212 normal fpg 96.00
## 213 normal fpg 95.00
## 214 normal fpg 82.00
## 215 normal fpg 84.00
## 216 chemical fpg 90.00
## 217 normal fpg 100.00
## 218 normal fpg 86.00
## 219 normal fpg 93.00
## 220 normal fpg 107.00
## 221 normal fpg 112.00
## 222 chemical fpg 94.00
## 223 normal fpg 93.00
## 224 normal fpg 93.00
## 225 normal fpg 90.00
## 226 normal fpg 99.00
## 227 normal fpg 93.00
## 228 chemical fpg 85.00
## 229 normal fpg 89.00
## 230 chemical fpg 96.00
## 231 chemical fpg 111.00
## 232 chemical fpg 107.00
## 233 chemical fpg 114.00
## 234 chemical fpg 101.00
## 235 chemical fpg 108.00
## 236 chemical fpg 112.00
## 237 chemical fpg 105.00
## 238 chemical fpg 103.00
## 239 chemical fpg 99.00
## 240 chemical fpg 102.00
## 241 chemical fpg 110.00
## 242 chemical fpg 102.00
## 243 chemical fpg 96.00
## 244 chemical fpg 95.00
## 245 chemical fpg 112.00
## 246 chemical fpg 110.00
## 247 chemical fpg 92.00
## 248 chemical fpg 104.00
## 249 chemical fpg 75.00
## 250 chemical fpg 92.00
## 251 chemical fpg 92.00
## 252 chemical fpg 92.00
## 253 chemical fpg 93.00
## 254 chemical fpg 112.00
## 255 chemical fpg 88.00
## 256 chemical fpg 114.00
## 257 chemical fpg 103.00
## 258 overt fpg 300.00
## 259 overt fpg 303.00
## 260 overt fpg 125.00
## 261 overt fpg 280.00
## 262 overt fpg 216.00
## 263 overt fpg 190.00
## 264 overt fpg 151.00
## 265 overt fpg 303.00
## 266 overt fpg 173.00
## 267 overt fpg 203.00
## 268 overt fpg 195.00
## 269 overt fpg 140.00
## 270 overt fpg 151.00
## 271 overt fpg 275.00
## 272 overt fpg 260.00
## 273 overt fpg 149.00
## 274 overt fpg 233.00
## 275 overt fpg 146.00
## 276 overt fpg 124.00
## 277 overt fpg 213.00
## 278 overt fpg 330.00
## 279 overt fpg 123.00
## 280 overt fpg 130.00
## 281 overt fpg 120.00
## 282 overt fpg 138.00
## 283 overt fpg 188.00
## 284 overt fpg 339.00
## 285 overt fpg 265.00
## 286 overt fpg 353.00
## 287 overt fpg 180.00
## 288 overt fpg 213.00
## 289 overt fpg 328.00
## 290 overt fpg 346.00
## 291 normal glucose 356.00
## 292 normal glucose 289.00
## 293 normal glucose 319.00
## 294 normal glucose 356.00
## 295 normal glucose 323.00
## 296 normal glucose 381.00
## 297 normal glucose 350.00
## 298 normal glucose 301.00
## 299 normal glucose 379.00
## 300 normal glucose 296.00
## 301 normal glucose 353.00
## 302 normal glucose 306.00
## 303 normal glucose 290.00
## 304 normal glucose 371.00
## 305 normal glucose 312.00
## 306 normal glucose 393.00
## 307 normal glucose 364.00
## 308 normal glucose 359.00
## 309 normal glucose 296.00
## 310 normal glucose 345.00
## 311 normal glucose 378.00
## 312 normal glucose 304.00
## 313 normal glucose 347.00
## 314 normal glucose 327.00
## 315 normal glucose 386.00
## 316 normal glucose 365.00
## 317 normal glucose 365.00
## 318 normal glucose 352.00
## 319 normal glucose 325.00
## 320 normal glucose 321.00
## 321 normal glucose 360.00
## 322 normal glucose 336.00
## 323 normal glucose 352.00
## 324 normal glucose 353.00
## 325 normal glucose 373.00
## 326 normal glucose 376.00
## 327 normal glucose 367.00
## 328 normal glucose 335.00
## 329 normal glucose 396.00
## 330 normal glucose 277.00
## 331 normal glucose 378.00
## 332 normal glucose 360.00
## 333 normal glucose 291.00
## 334 normal glucose 269.00
## 335 normal glucose 318.00
## 336 normal glucose 328.00
## 337 normal glucose 334.00
## 338 normal glucose 356.00
## 339 normal glucose 291.00
## 340 normal glucose 360.00
## 341 normal glucose 313.00
## 342 normal glucose 306.00
## 343 normal glucose 319.00
## 344 normal glucose 349.00
## 345 normal glucose 332.00
## 346 normal glucose 323.00
## 347 normal glucose 323.00
## 348 normal glucose 351.00
## 349 chemical glucose 478.00
## 350 normal glucose 398.00
## 351 normal glucose 426.00
## 352 chemical glucose 439.00
## 353 chemical glucose 429.00
## 354 normal glucose 333.00
## 355 chemical glucose 472.00
## 356 chemical glucose 436.00
## 357 normal glucose 418.00
## 358 normal glucose 391.00
## 359 normal glucose 390.00
## 360 normal glucose 416.00
## 361 chemical glucose 413.00
## 362 normal glucose 385.00
## 363 normal glucose 393.00
## 364 normal glucose 376.00
## 365 normal glucose 403.00
## 366 normal glucose 414.00
## 367 chemical glucose 426.00
## 368 normal glucose 364.00
## 369 normal glucose 391.00
## 370 normal glucose 356.00
## 371 normal glucose 398.00
## 372 normal glucose 393.00
## 373 chemical glucose 425.00
## 374 normal glucose 318.00
## 375 chemical glucose 465.00
## 376 chemical glucose 558.00
## 377 chemical glucose 503.00
## 378 chemical glucose 540.00
## 379 chemical glucose 469.00
## 380 chemical glucose 486.00
## 381 chemical glucose 568.00
## 382 chemical glucose 527.00
## 383 chemical glucose 537.00
## 384 chemical glucose 466.00
## 385 chemical glucose 599.00
## 386 chemical glucose 477.00
## 387 chemical glucose 472.00
## 388 chemical glucose 456.00
## 389 chemical glucose 517.00
## 390 chemical glucose 503.00
## 391 chemical glucose 522.00
## 392 chemical glucose 476.00
## 393 chemical glucose 472.00
## 394 chemical glucose 455.00
## 395 chemical glucose 442.00
## 396 chemical glucose 541.00
## 397 chemical glucose 580.00
## 398 chemical glucose 472.00
## 399 chemical glucose 562.00
## 400 chemical glucose 423.00
## 401 chemical glucose 643.00
## 402 chemical glucose 533.00
## 403 overt glucose 1468.00
## 404 overt glucose 1487.00
## 405 overt glucose 714.00
## 406 overt glucose 1470.00
## 407 overt glucose 1113.00
## 408 overt glucose 972.00
## 409 overt glucose 854.00
## 410 overt glucose 1364.00
## 411 overt glucose 832.00
## 412 overt glucose 967.00
## 413 overt glucose 920.00
## 414 overt glucose 613.00
## 415 overt glucose 857.00
## 416 overt glucose 1373.00
## 417 overt glucose 1133.00
## 418 overt glucose 849.00
## 419 overt glucose 1183.00
## 420 overt glucose 847.00
## 421 overt glucose 538.00
## 422 overt glucose 1001.00
## 423 overt glucose 1520.00
## 424 overt glucose 557.00
## 425 overt glucose 670.00
## 426 overt glucose 636.00
## 427 overt glucose 741.00
## 428 overt glucose 958.00
## 429 overt glucose 1354.00
## 430 overt glucose 1263.00
## 431 overt glucose 1428.00
## 432 overt glucose 923.00
## 433 overt glucose 1025.00
## 434 overt glucose 1246.00
## 435 overt glucose 1568.00
## 436 normal insulin 124.00
## 437 normal insulin 117.00
## 438 normal insulin 143.00
## 439 normal insulin 199.00
## 440 normal insulin 240.00
## 441 normal insulin 157.00
## 442 normal insulin 221.00
## 443 normal insulin 186.00
## 444 normal insulin 142.00
## 445 normal insulin 131.00
## 446 normal insulin 221.00
## 447 normal insulin 178.00
## 448 normal insulin 136.00
## 449 normal insulin 200.00
## 450 normal insulin 208.00
## 451 normal insulin 202.00
## 452 normal insulin 152.00
## 453 normal insulin 185.00
## 454 normal insulin 116.00
## 455 normal insulin 123.00
## 456 normal insulin 136.00
## 457 normal insulin 134.00
## 458 normal insulin 184.00
## 459 normal insulin 192.00
## 460 normal insulin 279.00
## 461 normal insulin 228.00
## 462 normal insulin 145.00
## 463 normal insulin 172.00
## 464 normal insulin 179.00
## 465 normal insulin 222.00
## 466 normal insulin 134.00
## 467 normal insulin 143.00
## 468 normal insulin 169.00
## 469 normal insulin 263.00
## 470 normal insulin 174.00
## 471 normal insulin 134.00
## 472 normal insulin 182.00
## 473 normal insulin 241.00
## 474 normal insulin 128.00
## 475 normal insulin 222.00
## 476 normal insulin 165.00
## 477 normal insulin 282.00
## 478 normal insulin 94.00
## 479 normal insulin 121.00
## 480 normal insulin 73.00
## 481 normal insulin 106.00
## 482 normal insulin 118.00
## 483 normal insulin 112.00
## 484 normal insulin 157.00
## 485 normal insulin 292.00
## 486 normal insulin 200.00
## 487 normal insulin 220.00
## 488 normal insulin 144.00
## 489 normal insulin 109.00
## 490 normal insulin 151.00
## 491 normal insulin 158.00
## 492 normal insulin 73.00
## 493 normal insulin 81.00
## 494 chemical insulin 151.00
## 495 normal insulin 122.00
## 496 normal insulin 117.00
## 497 chemical insulin 208.00
## 498 chemical insulin 201.00
## 499 normal insulin 131.00
## 500 chemical insulin 162.00
## 501 chemical insulin 148.00
## 502 normal insulin 130.00
## 503 normal insulin 137.00
## 504 normal insulin 375.00
## 505 normal insulin 146.00
## 506 chemical insulin 344.00
## 507 normal insulin 192.00
## 508 normal insulin 115.00
## 509 normal insulin 195.00
## 510 normal insulin 267.00
## 511 normal insulin 281.00
## 512 chemical insulin 213.00
## 513 normal insulin 156.00
## 514 normal insulin 221.00
## 515 normal insulin 199.00
## 516 normal insulin 76.00
## 517 normal insulin 490.00
## 518 chemical insulin 143.00
## 519 normal insulin 73.00
## 520 chemical insulin 237.00
## 521 chemical insulin 748.00
## 522 chemical insulin 320.00
## 523 chemical insulin 188.00
## 524 chemical insulin 607.00
## 525 chemical insulin 297.00
## 526 chemical insulin 232.00
## 527 chemical insulin 480.00
## 528 chemical insulin 622.00
## 529 chemical insulin 287.00
## 530 chemical insulin 266.00
## 531 chemical insulin 124.00
## 532 chemical insulin 297.00
## 533 chemical insulin 326.00
## 534 chemical insulin 564.00
## 535 chemical insulin 408.00
## 536 chemical insulin 325.00
## 537 chemical insulin 433.00
## 538 chemical insulin 180.00
## 539 chemical insulin 392.00
## 540 chemical insulin 109.00
## 541 chemical insulin 313.00
## 542 chemical insulin 132.00
## 543 chemical insulin 285.00
## 544 chemical insulin 139.00
## 545 chemical insulin 212.00
## 546 chemical insulin 155.00
## 547 chemical insulin 120.00
## 548 overt insulin 28.00
## 549 overt insulin 23.00
## 550 overt insulin 232.00
## 551 overt insulin 54.00
## 552 overt insulin 81.00
## 553 overt insulin 87.00
## 554 overt insulin 76.00
## 555 overt insulin 42.00
## 556 overt insulin 102.00
## 557 overt insulin 138.00
## 558 overt insulin 160.00
## 559 overt insulin 131.00
## 560 overt insulin 145.00
## 561 overt insulin 45.00
## 562 overt insulin 118.00
## 563 overt insulin 159.00
## 564 overt insulin 73.00
## 565 overt insulin 103.00
## 566 overt insulin 460.00
## 567 overt insulin 42.00
## 568 overt insulin 13.00
## 569 overt insulin 130.00
## 570 overt insulin 44.00
## 571 overt insulin 314.00
## 572 overt insulin 219.00
## 573 overt insulin 100.00
## 574 overt insulin 10.00
## 575 overt insulin 83.00
## 576 overt insulin 41.00
## 577 overt insulin 77.00
## 578 overt insulin 29.00
## 579 overt insulin 124.00
## 580 overt insulin 15.00
## 581 normal sspg 55.00
## 582 normal sspg 76.00
## 583 normal sspg 105.00
## 584 normal sspg 108.00
## 585 normal sspg 143.00
## 586 normal sspg 165.00
## 587 normal sspg 119.00
## 588 normal sspg 105.00
## 589 normal sspg 98.00
## 590 normal sspg 94.00
## 591 normal sspg 53.00
## 592 normal sspg 66.00
## 593 normal sspg 142.00
## 594 normal sspg 93.00
## 595 normal sspg 68.00
## 596 normal sspg 102.00
## 597 normal sspg 76.00
## 598 normal sspg 37.00
## 599 normal sspg 60.00
## 600 normal sspg 50.00
## 601 normal sspg 47.00
## 602 normal sspg 50.00
## 603 normal sspg 91.00
## 604 normal sspg 124.00
## 605 normal sspg 74.00
## 606 normal sspg 235.00
## 607 normal sspg 158.00
## 608 normal sspg 140.00
## 609 normal sspg 145.00
## 610 normal sspg 99.00
## 611 normal sspg 90.00
## 612 normal sspg 105.00
## 613 normal sspg 32.00
## 614 normal sspg 165.00
## 615 normal sspg 78.00
## 616 normal sspg 80.00
## 617 normal sspg 54.00
## 618 normal sspg 175.00
## 619 normal sspg 80.00
## 620 normal sspg 186.00
## 621 normal sspg 117.00
## 622 normal sspg 160.00
## 623 normal sspg 71.00
## 624 normal sspg 29.00
## 625 normal sspg 42.00
## 626 normal sspg 56.00
## 627 normal sspg 122.00
## 628 normal sspg 73.00
## 629 normal sspg 122.00
## 630 normal sspg 128.00
## 631 normal sspg 233.00
## 632 normal sspg 132.00
## 633 normal sspg 138.00
## 634 normal sspg 83.00
## 635 normal sspg 109.00
## 636 normal sspg 96.00
## 637 normal sspg 52.00
## 638 normal sspg 42.00
## 639 chemical sspg 122.00
## 640 normal sspg 176.00
## 641 normal sspg 118.00
## 642 chemical sspg 244.00
## 643 chemical sspg 194.00
## 644 normal sspg 136.00
## 645 chemical sspg 257.00
## 646 chemical sspg 167.00
## 647 normal sspg 153.00
## 648 normal sspg 248.00
## 649 normal sspg 273.00
## 650 normal sspg 80.00
## 651 chemical sspg 270.00
## 652 normal sspg 180.00
## 653 normal sspg 85.00
## 654 normal sspg 106.00
## 655 normal sspg 254.00
## 656 normal sspg 119.00
## 657 chemical sspg 177.00
## 658 normal sspg 159.00
## 659 normal sspg 103.00
## 660 normal sspg 59.00
## 661 normal sspg 108.00
## 662 normal sspg 259.00
## 663 chemical sspg 204.00
## 664 normal sspg 220.00
## 665 chemical sspg 111.00
## 666 chemical sspg 122.00
## 667 chemical sspg 253.00
## 668 chemical sspg 211.00
## 669 chemical sspg 271.00
## 670 chemical sspg 220.00
## 671 chemical sspg 276.00
## 672 chemical sspg 233.00
## 673 chemical sspg 264.00
## 674 chemical sspg 231.00
## 675 chemical sspg 268.00
## 676 chemical sspg 60.00
## 677 chemical sspg 272.00
## 678 chemical sspg 235.00
## 679 chemical sspg 206.00
## 680 chemical sspg 300.00
## 681 chemical sspg 286.00
## 682 chemical sspg 226.00
## 683 chemical sspg 239.00
## 684 chemical sspg 242.00
## 685 chemical sspg 157.00
## 686 chemical sspg 267.00
## 687 chemical sspg 155.00
## 688 chemical sspg 194.00
## 689 chemical sspg 198.00
## 690 chemical sspg 156.00
## 691 chemical sspg 100.00
## 692 chemical sspg 135.00
## 693 overt sspg 455.00
## 694 overt sspg 327.00
## 695 overt sspg 279.00
## 696 overt sspg 382.00
## 697 overt sspg 378.00
## 698 overt sspg 374.00
## 699 overt sspg 260.00
## 700 overt sspg 346.00
## 701 overt sspg 319.00
## 702 overt sspg 351.00
## 703 overt sspg 357.00
## 704 overt sspg 248.00
## 705 overt sspg 324.00
## 706 overt sspg 300.00
## 707 overt sspg 300.00
## 708 overt sspg 310.00
## 709 overt sspg 458.00
## 710 overt sspg 339.00
## 711 overt sspg 320.00
## 712 overt sspg 297.00
## 713 overt sspg 303.00
## 714 overt sspg 152.00
## 715 overt sspg 167.00
## 716 overt sspg 220.00
## 717 overt sspg 209.00
## 718 overt sspg 351.00
## 719 overt sspg 450.00
## 720 overt sspg 413.00
## 721 overt sspg 480.00
## 722 overt sspg 150.00
## 723 overt sspg 209.00
## 724 overt sspg 442.00
## 725 overt sspg 253.00
dim(melt(diabetes, id.vars = "group"))
## [1] 725 3
table(diabetes$group, diabetes$rw)
##
## 0.71 0.72 0.73 0.74 0.75 0.76 0.78 0.81 0.82 0.83 0.84 0.85 0.86
## normal 1 1 1 4 1 2 3 2 1 2 2 2 1
## chemical 0 0 0 0 0 0 0 0 0 1 0 0 0
## overt 0 0 0 1 0 0 0 1 0 1 0 3 2
##
## 0.87 0.88 0.89 0.9 0.91 0.92 0.93 0.94 0.95 0.96 0.97 0.98 0.99 1
## normal 2 2 3 1 3 0 1 1 6 2 3 2 1 6
## chemical 0 1 0 0 2 0 1 2 1 1 0 1 1 0
## overt 0 0 0 2 1 2 1 0 1 0 1 1 0 0
##
## 1.01 1.02 1.03 1.04 1.05 1.06 1.07 1.08 1.09 1.1 1.11 1.12 1.13 1.16
## normal 2 0 2 1 0 1 1 0 1 3 2 1 1 0
## chemical 0 1 1 0 3 2 1 2 1 3 0 2 1 2
## overt 1 0 1 2 1 3 1 1 0 0 1 1 0 2
##
## 1.17 1.18 1.19 1.2
## normal 2 2 0 1
## chemical 0 1 2 3
## overt 0 0 1 1
725/(76+36+33)
## [1] 5
## -----------------------------------------------------------------------------
library("reshape2")
ggplot(melt(diabetes, id.vars = "group"), aes(x = value, col = group)) +
geom_density() + facet_wrap( ~variable, ncol = 1, scales = "free") +
theme(legend.position = "bottom")
## -----------------------------------------------------------------------------
ggdb = ggplot(mapping = aes(x = sspg, y = glucose)) +
geom_point(aes(colour = group), data = diabetes)
ggdb
## -----------------------------------------------------------------------------
library("MASS")
##
## Attaching package: 'MASS'
## The following object is masked from 'package:spatstat.geom':
##
## area
## The following object is masked from 'package:genefilter':
##
## area
## The following object is masked from 'package:AnnotationDbi':
##
## select
## The following object is masked from 'package:dplyr':
##
## select
diabetes_lda = lda(group ~ sspg + glucose, data = diabetes)
diabetes_lda
## Call:
## lda(group ~ sspg + glucose, data = diabetes)
##
## Prior probabilities of groups:
## normal chemical overt
## 0.524 0.248 0.228
##
## Group means:
## sspg glucose
## normal 114 350
## chemical 209 494
## overt 319 1044
##
## Coefficients of linear discriminants:
## LD1 LD2
## sspg 0.00504 -0.01539
## glucose 0.00546 0.00449
##
## Proportion of trace:
## LD1 LD2
## 0.9683 0.0317
ghat = predict(diabetes_lda)$class
table(ghat, diabetes$group)
##
## ghat normal chemical overt
## normal 69 12 1
## chemical 7 24 6
## overt 0 0 26
mean(ghat != diabetes$group)
## [1] 0.179
max(diabetes$sspg)
## [1] 480
min(diabetes$sspg)
## [1] 29
range(diabetes$sspg)
## [1] 29 480
grDevices::extendrange(diabetes$sspg) #Extends a numerical range by a small percentage, i.e., fraction, on both sides.
## [1] 6.45 502.55
## -----------------------------------------------------------------------------
make1Dgrid = function(x) {
rg = grDevices::extendrange(x)
seq(from = rg[1], to = rg[2], length.out = 100)
}
make1Dgrid(diabetes$sspg)
## [1] 6.45 11.46 16.47 21.48 26.49 31.51 36.52 41.53 46.54 51.55
## [11] 56.56 61.57 66.58 71.59 76.61 81.62 86.63 91.64 96.65 101.66
## [21] 106.67 111.68 116.69 121.71 126.72 131.73 136.74 141.75 146.76 151.77
## [31] 156.78 161.79 166.81 171.82 176.83 181.84 186.85 191.86 196.87 201.88
## [41] 206.89 211.91 216.92 221.93 226.94 231.95 236.96 241.97 246.98 251.99
## [51] 257.01 262.02 267.03 272.04 277.05 282.06 287.07 292.08 297.09 302.11
## [61] 307.12 312.13 317.14 322.15 327.16 332.17 337.18 342.19 347.21 352.22
## [71] 357.23 362.24 367.25 372.26 377.27 382.28 387.29 392.31 397.32 402.33
## [81] 407.34 412.35 417.36 422.37 427.38 432.39 437.41 442.42 447.43 452.44
## [91] 457.45 462.46 467.47 472.48 477.49 482.51 487.52 492.53 497.54 502.55
## -----------------------------------------------------------------------------
diabetes_grid = with(diabetes,
expand.grid(sspg = make1Dgrid(sspg),
glucose = make1Dgrid(glucose)))
diabetes_grid
## sspg glucose
## 1 6.45 204
## 2 11.46 204
## 3 16.47 204
## 4 21.48 204
## 5 26.49 204
## 6 31.51 204
## 7 36.52 204
## 8 41.53 204
## 9 46.54 204
## 10 51.55 204
## 11 56.56 204
## 12 61.57 204
## 13 66.58 204
## 14 71.59 204
## 15 76.61 204
## 16 81.62 204
## 17 86.63 204
## 18 91.64 204
## 19 96.65 204
## 20 101.66 204
## 21 106.67 204
## 22 111.68 204
## 23 116.69 204
## 24 121.71 204
## 25 126.72 204
## 26 131.73 204
## 27 136.74 204
## 28 141.75 204
## 29 146.76 204
## 30 151.77 204
## 31 156.78 204
## 32 161.79 204
## 33 166.81 204
## 34 171.82 204
## 35 176.83 204
## 36 181.84 204
## 37 186.85 204
## 38 191.86 204
## 39 196.87 204
## 40 201.88 204
## 41 206.89 204
## 42 211.91 204
## 43 216.92 204
## 44 221.93 204
## 45 226.94 204
## 46 231.95 204
## 47 236.96 204
## 48 241.97 204
## 49 246.98 204
## 50 251.99 204
## 51 257.01 204
## 52 262.02 204
## 53 267.03 204
## 54 272.04 204
## 55 277.05 204
## 56 282.06 204
## 57 287.07 204
## 58 292.08 204
## 59 297.09 204
## 60 302.11 204
## 61 307.12 204
## 62 312.13 204
## 63 317.14 204
## 64 322.15 204
## 65 327.16 204
## 66 332.17 204
## 67 337.18 204
## 68 342.19 204
## 69 347.21 204
## 70 352.22 204
## 71 357.23 204
## 72 362.24 204
## 73 367.25 204
## 74 372.26 204
## 75 377.27 204
## 76 382.28 204
## 77 387.29 204
## 78 392.31 204
## 79 397.32 204
## 80 402.33 204
## 81 407.34 204
## 82 412.35 204
## 83 417.36 204
## 84 422.37 204
## 85 427.38 204
## 86 432.39 204
## 87 437.41 204
## 88 442.42 204
## 89 447.43 204
## 90 452.44 204
## 91 457.45 204
## 92 462.46 204
## 93 467.47 204
## 94 472.48 204
## 95 477.49 204
## 96 482.51 204
## 97 487.52 204
## 98 492.53 204
## 99 497.54 204
## 100 502.55 204
## 101 6.45 218
## 102 11.46 218
## 103 16.47 218
## 104 21.48 218
## 105 26.49 218
## 106 31.51 218
## 107 36.52 218
## 108 41.53 218
## 109 46.54 218
## 110 51.55 218
## 111 56.56 218
## 112 61.57 218
## 113 66.58 218
## 114 71.59 218
## 115 76.61 218
## 116 81.62 218
## 117 86.63 218
## 118 91.64 218
## 119 96.65 218
## 120 101.66 218
## 121 106.67 218
## 122 111.68 218
## 123 116.69 218
## 124 121.71 218
## 125 126.72 218
## 126 131.73 218
## 127 136.74 218
## 128 141.75 218
## 129 146.76 218
## 130 151.77 218
## 131 156.78 218
## 132 161.79 218
## 133 166.81 218
## 134 171.82 218
## 135 176.83 218
## 136 181.84 218
## 137 186.85 218
## 138 191.86 218
## 139 196.87 218
## 140 201.88 218
## 141 206.89 218
## 142 211.91 218
## 143 216.92 218
## 144 221.93 218
## 145 226.94 218
## 146 231.95 218
## 147 236.96 218
## 148 241.97 218
## 149 246.98 218
## 150 251.99 218
## 151 257.01 218
## 152 262.02 218
## 153 267.03 218
## 154 272.04 218
## 155 277.05 218
## 156 282.06 218
## 157 287.07 218
## 158 292.08 218
## 159 297.09 218
## 160 302.11 218
## 161 307.12 218
## 162 312.13 218
## 163 317.14 218
## 164 322.15 218
## 165 327.16 218
## 166 332.17 218
## 167 337.18 218
## 168 342.19 218
## 169 347.21 218
## 170 352.22 218
## 171 357.23 218
## 172 362.24 218
## 173 367.25 218
## 174 372.26 218
## 175 377.27 218
## 176 382.28 218
## 177 387.29 218
## 178 392.31 218
## 179 397.32 218
## 180 402.33 218
## 181 407.34 218
## 182 412.35 218
## 183 417.36 218
## 184 422.37 218
## 185 427.38 218
## 186 432.39 218
## 187 437.41 218
## 188 442.42 218
## 189 447.43 218
## 190 452.44 218
## 191 457.45 218
## 192 462.46 218
## 193 467.47 218
## 194 472.48 218
## 195 477.49 218
## 196 482.51 218
## 197 487.52 218
## 198 492.53 218
## 199 497.54 218
## 200 502.55 218
## 201 6.45 233
## 202 11.46 233
## 203 16.47 233
## 204 21.48 233
## 205 26.49 233
## 206 31.51 233
## 207 36.52 233
## 208 41.53 233
## 209 46.54 233
## 210 51.55 233
## 211 56.56 233
## 212 61.57 233
## 213 66.58 233
## 214 71.59 233
## 215 76.61 233
## 216 81.62 233
## 217 86.63 233
## 218 91.64 233
## 219 96.65 233
## 220 101.66 233
## 221 106.67 233
## 222 111.68 233
## 223 116.69 233
## 224 121.71 233
## 225 126.72 233
## 226 131.73 233
## 227 136.74 233
## 228 141.75 233
## 229 146.76 233
## 230 151.77 233
## 231 156.78 233
## 232 161.79 233
## 233 166.81 233
## 234 171.82 233
## 235 176.83 233
## 236 181.84 233
## 237 186.85 233
## 238 191.86 233
## 239 196.87 233
## 240 201.88 233
## 241 206.89 233
## 242 211.91 233
## 243 216.92 233
## 244 221.93 233
## 245 226.94 233
## 246 231.95 233
## 247 236.96 233
## 248 241.97 233
## 249 246.98 233
## 250 251.99 233
## 251 257.01 233
## 252 262.02 233
## 253 267.03 233
## 254 272.04 233
## 255 277.05 233
## 256 282.06 233
## 257 287.07 233
## 258 292.08 233
## 259 297.09 233
## 260 302.11 233
## 261 307.12 233
## 262 312.13 233
## 263 317.14 233
## 264 322.15 233
## 265 327.16 233
## 266 332.17 233
## 267 337.18 233
## 268 342.19 233
## 269 347.21 233
## 270 352.22 233
## 271 357.23 233
## 272 362.24 233
## 273 367.25 233
## 274 372.26 233
## 275 377.27 233
## 276 382.28 233
## 277 387.29 233
## 278 392.31 233
## 279 397.32 233
## 280 402.33 233
## 281 407.34 233
## 282 412.35 233
## 283 417.36 233
## 284 422.37 233
## 285 427.38 233
## 286 432.39 233
## 287 437.41 233
## 288 442.42 233
## 289 447.43 233
## 290 452.44 233
## 291 457.45 233
## 292 462.46 233
## 293 467.47 233
## 294 472.48 233
## 295 477.49 233
## 296 482.51 233
## 297 487.52 233
## 298 492.53 233
## 299 497.54 233
## 300 502.55 233
## 301 6.45 247
## 302 11.46 247
## 303 16.47 247
## 304 21.48 247
## 305 26.49 247
## 306 31.51 247
## 307 36.52 247
## 308 41.53 247
## 309 46.54 247
## 310 51.55 247
## 311 56.56 247
## 312 61.57 247
## 313 66.58 247
## 314 71.59 247
## 315 76.61 247
## 316 81.62 247
## 317 86.63 247
## 318 91.64 247
## 319 96.65 247
## 320 101.66 247
## 321 106.67 247
## 322 111.68 247
## 323 116.69 247
## 324 121.71 247
## 325 126.72 247
## 326 131.73 247
## 327 136.74 247
## 328 141.75 247
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## 9653 267.03 1590
## 9654 272.04 1590
## 9655 277.05 1590
## 9656 282.06 1590
## 9657 287.07 1590
## 9658 292.08 1590
## 9659 297.09 1590
## 9660 302.11 1590
## 9661 307.12 1590
## 9662 312.13 1590
## 9663 317.14 1590
## 9664 322.15 1590
## 9665 327.16 1590
## 9666 332.17 1590
## 9667 337.18 1590
## 9668 342.19 1590
## 9669 347.21 1590
## 9670 352.22 1590
## 9671 357.23 1590
## 9672 362.24 1590
## 9673 367.25 1590
## 9674 372.26 1590
## 9675 377.27 1590
## 9676 382.28 1590
## 9677 387.29 1590
## 9678 392.31 1590
## 9679 397.32 1590
## 9680 402.33 1590
## 9681 407.34 1590
## 9682 412.35 1590
## 9683 417.36 1590
## 9684 422.37 1590
## 9685 427.38 1590
## 9686 432.39 1590
## 9687 437.41 1590
## 9688 442.42 1590
## 9689 447.43 1590
## 9690 452.44 1590
## 9691 457.45 1590
## 9692 462.46 1590
## 9693 467.47 1590
## 9694 472.48 1590
## 9695 477.49 1590
## 9696 482.51 1590
## 9697 487.52 1590
## 9698 492.53 1590
## 9699 497.54 1590
## 9700 502.55 1590
## 9701 6.45 1604
## 9702 11.46 1604
## 9703 16.47 1604
## 9704 21.48 1604
## 9705 26.49 1604
## 9706 31.51 1604
## 9707 36.52 1604
## 9708 41.53 1604
## 9709 46.54 1604
## 9710 51.55 1604
## 9711 56.56 1604
## 9712 61.57 1604
## 9713 66.58 1604
## 9714 71.59 1604
## 9715 76.61 1604
## 9716 81.62 1604
## 9717 86.63 1604
## 9718 91.64 1604
## 9719 96.65 1604
## 9720 101.66 1604
## 9721 106.67 1604
## 9722 111.68 1604
## 9723 116.69 1604
## 9724 121.71 1604
## 9725 126.72 1604
## 9726 131.73 1604
## 9727 136.74 1604
## 9728 141.75 1604
## 9729 146.76 1604
## 9730 151.77 1604
## 9731 156.78 1604
## 9732 161.79 1604
## 9733 166.81 1604
## 9734 171.82 1604
## 9735 176.83 1604
## 9736 181.84 1604
## 9737 186.85 1604
## 9738 191.86 1604
## 9739 196.87 1604
## 9740 201.88 1604
## 9741 206.89 1604
## 9742 211.91 1604
## 9743 216.92 1604
## 9744 221.93 1604
## 9745 226.94 1604
## 9746 231.95 1604
## 9747 236.96 1604
## 9748 241.97 1604
## 9749 246.98 1604
## 9750 251.99 1604
## 9751 257.01 1604
## 9752 262.02 1604
## 9753 267.03 1604
## 9754 272.04 1604
## 9755 277.05 1604
## 9756 282.06 1604
## 9757 287.07 1604
## 9758 292.08 1604
## 9759 297.09 1604
## 9760 302.11 1604
## 9761 307.12 1604
## 9762 312.13 1604
## 9763 317.14 1604
## 9764 322.15 1604
## 9765 327.16 1604
## 9766 332.17 1604
## 9767 337.18 1604
## 9768 342.19 1604
## 9769 347.21 1604
## 9770 352.22 1604
## 9771 357.23 1604
## 9772 362.24 1604
## 9773 367.25 1604
## 9774 372.26 1604
## 9775 377.27 1604
## 9776 382.28 1604
## 9777 387.29 1604
## 9778 392.31 1604
## 9779 397.32 1604
## 9780 402.33 1604
## 9781 407.34 1604
## 9782 412.35 1604
## 9783 417.36 1604
## 9784 422.37 1604
## 9785 427.38 1604
## 9786 432.39 1604
## 9787 437.41 1604
## 9788 442.42 1604
## 9789 447.43 1604
## 9790 452.44 1604
## 9791 457.45 1604
## 9792 462.46 1604
## 9793 467.47 1604
## 9794 472.48 1604
## 9795 477.49 1604
## 9796 482.51 1604
## 9797 487.52 1604
## 9798 492.53 1604
## 9799 497.54 1604
## 9800 502.55 1604
## 9801 6.45 1619
## 9802 11.46 1619
## 9803 16.47 1619
## 9804 21.48 1619
## 9805 26.49 1619
## 9806 31.51 1619
## 9807 36.52 1619
## 9808 41.53 1619
## 9809 46.54 1619
## 9810 51.55 1619
## 9811 56.56 1619
## 9812 61.57 1619
## 9813 66.58 1619
## 9814 71.59 1619
## 9815 76.61 1619
## 9816 81.62 1619
## 9817 86.63 1619
## 9818 91.64 1619
## 9819 96.65 1619
## 9820 101.66 1619
## 9821 106.67 1619
## 9822 111.68 1619
## 9823 116.69 1619
## 9824 121.71 1619
## 9825 126.72 1619
## 9826 131.73 1619
## 9827 136.74 1619
## 9828 141.75 1619
## 9829 146.76 1619
## 9830 151.77 1619
## 9831 156.78 1619
## 9832 161.79 1619
## 9833 166.81 1619
## 9834 171.82 1619
## 9835 176.83 1619
## 9836 181.84 1619
## 9837 186.85 1619
## 9838 191.86 1619
## 9839 196.87 1619
## 9840 201.88 1619
## 9841 206.89 1619
## 9842 211.91 1619
## 9843 216.92 1619
## 9844 221.93 1619
## 9845 226.94 1619
## 9846 231.95 1619
## 9847 236.96 1619
## 9848 241.97 1619
## 9849 246.98 1619
## 9850 251.99 1619
## 9851 257.01 1619
## 9852 262.02 1619
## 9853 267.03 1619
## 9854 272.04 1619
## 9855 277.05 1619
## 9856 282.06 1619
## 9857 287.07 1619
## 9858 292.08 1619
## 9859 297.09 1619
## 9860 302.11 1619
## 9861 307.12 1619
## 9862 312.13 1619
## 9863 317.14 1619
## 9864 322.15 1619
## 9865 327.16 1619
## 9866 332.17 1619
## 9867 337.18 1619
## 9868 342.19 1619
## 9869 347.21 1619
## 9870 352.22 1619
## 9871 357.23 1619
## 9872 362.24 1619
## 9873 367.25 1619
## 9874 372.26 1619
## 9875 377.27 1619
## 9876 382.28 1619
## 9877 387.29 1619
## 9878 392.31 1619
## 9879 397.32 1619
## 9880 402.33 1619
## 9881 407.34 1619
## 9882 412.35 1619
## 9883 417.36 1619
## 9884 422.37 1619
## 9885 427.38 1619
## 9886 432.39 1619
## 9887 437.41 1619
## 9888 442.42 1619
## 9889 447.43 1619
## 9890 452.44 1619
## 9891 457.45 1619
## 9892 462.46 1619
## 9893 467.47 1619
## 9894 472.48 1619
## 9895 477.49 1619
## 9896 482.51 1619
## 9897 487.52 1619
## 9898 492.53 1619
## 9899 497.54 1619
## 9900 502.55 1619
## 9901 6.45 1633
## 9902 11.46 1633
## 9903 16.47 1633
## 9904 21.48 1633
## 9905 26.49 1633
## 9906 31.51 1633
## 9907 36.52 1633
## 9908 41.53 1633
## 9909 46.54 1633
## 9910 51.55 1633
## 9911 56.56 1633
## 9912 61.57 1633
## 9913 66.58 1633
## 9914 71.59 1633
## 9915 76.61 1633
## 9916 81.62 1633
## 9917 86.63 1633
## 9918 91.64 1633
## 9919 96.65 1633
## 9920 101.66 1633
## 9921 106.67 1633
## 9922 111.68 1633
## 9923 116.69 1633
## 9924 121.71 1633
## 9925 126.72 1633
## 9926 131.73 1633
## 9927 136.74 1633
## 9928 141.75 1633
## 9929 146.76 1633
## 9930 151.77 1633
## 9931 156.78 1633
## 9932 161.79 1633
## 9933 166.81 1633
## 9934 171.82 1633
## 9935 176.83 1633
## 9936 181.84 1633
## 9937 186.85 1633
## 9938 191.86 1633
## 9939 196.87 1633
## 9940 201.88 1633
## 9941 206.89 1633
## 9942 211.91 1633
## 9943 216.92 1633
## 9944 221.93 1633
## 9945 226.94 1633
## 9946 231.95 1633
## 9947 236.96 1633
## 9948 241.97 1633
## 9949 246.98 1633
## 9950 251.99 1633
## 9951 257.01 1633
## 9952 262.02 1633
## 9953 267.03 1633
## 9954 272.04 1633
## 9955 277.05 1633
## 9956 282.06 1633
## 9957 287.07 1633
## 9958 292.08 1633
## 9959 297.09 1633
## 9960 302.11 1633
## 9961 307.12 1633
## 9962 312.13 1633
## 9963 317.14 1633
## 9964 322.15 1633
## 9965 327.16 1633
## 9966 332.17 1633
## 9967 337.18 1633
## 9968 342.19 1633
## 9969 347.21 1633
## 9970 352.22 1633
## 9971 357.23 1633
## 9972 362.24 1633
## 9973 367.25 1633
## 9974 372.26 1633
## 9975 377.27 1633
## 9976 382.28 1633
## 9977 387.29 1633
## 9978 392.31 1633
## 9979 397.32 1633
## 9980 402.33 1633
## 9981 407.34 1633
## 9982 412.35 1633
## 9983 417.36 1633
## 9984 422.37 1633
## 9985 427.38 1633
## 9986 432.39 1633
## 9987 437.41 1633
## 9988 442.42 1633
## 9989 447.43 1633
## 9990 452.44 1633
## 9991 457.45 1633
## 9992 462.46 1633
## 9993 467.47 1633
## 9994 472.48 1633
## 9995 477.49 1633
## 9996 482.51 1633
## 9997 487.52 1633
## 9998 492.53 1633
## 9999 497.54 1633
## 10000 502.55 1633
predict(diabetes_lda, newdata = diabetes_grid)$class[1:10]
## [1] normal normal normal normal normal normal normal normal normal normal
## Levels: normal chemical overt
## -----------------------------------------------------------------------------
diabetes_grid$ghat =
predict(diabetes_lda, newdata = diabetes_grid)$class
## -----------------------------------------------------------------------------
centers = diabetes_lda$means
centers
## sspg glucose
## normal 114 350
## chemical 209 494
## overt 319 1044
exp(1i * seq(0, 2*pi, length.out = 360))[1:10]
## [1] 1.000+0.000i 1.000+0.018i 0.999+0.035i 0.999+0.052i 0.998+0.070i
## [6] 0.996+0.087i 0.994+0.105i 0.993+0.122i 0.990+0.140i 0.988+0.157i
exp(1i * seq(0, 2*pi, length.out = 360))[350:360]
## [1] 0.985-0.174i 0.988-0.157i 0.990-0.140i 0.993-0.122i 0.994-0.105i
## [6] 0.996-0.087i 0.998-0.070i 0.999-0.052i 0.999-0.035i 1.000-0.018i
## [11] 1.000-0.000i
## -----------------------------------------------------------------------------
unitcircle = exp(1i * seq(0, 2*pi, length.out = 360)) |>
(\(z) cbind(Re(z), Im(z)))()
unitcircle[1:10,]
## [,1] [,2]
## [1,] 1.000 0.0000
## [2,] 1.000 0.0175
## [3,] 0.999 0.0350
## [4,] 0.999 0.0525
## [5,] 0.998 0.0700
## [6,] 0.996 0.0874
## [7,] 0.994 0.1048
## [8,] 0.993 0.1222
## [9,] 0.990 0.1396
## [10,] 0.988 0.1569
diabetes_lda$scaling # the fitted covariance matrix
## LD1 LD2
## sspg 0.00504 -0.01539
## glucose 0.00546 0.00449
solve(diabetes_lda$scaling) %*% diabetes_lda$scaling
## LD1 LD2
## LD1 1 0
## LD2 0 1
diabetes_lda$scaling %*% solve(diabetes_lda$scaling)
## sspg glucose
## sspg 1.00e+00 0
## glucose -2.78e-17 1
solve(diabetes_lda$scaling) # get the inverse matrix
## sspg glucose
## LD1 42.1 144.3
## LD2 -51.2 47.2
#solve : Methods for generic function solve, for solving linear systems of equations.
ellipse = unitcircle %*% solve(diabetes_lda$scaling) |> as_tibble()
ellipse
## # A tibble: 360 × 2
## sspg glucose
## <dbl> <dbl>
## 1 42.1 144.
## 2 41.2 145.
## 3 40.3 146.
## 4 39.3 147.
## 5 38.4 147.
## 6 37.5 148.
## 7 36.5 148.
## 8 35.5 149.
## 9 34.5 149.
## 10 33.5 150.
## # ℹ 350 more rows
rownames(centers)
## [1] "normal" "chemical" "overt"
centers
## sspg glucose
## normal 114 350
## chemical 209 494
## overt 319 1044
## -----------------------------------------------------------------------------
library("dplyr")
ellipses = lapply(rownames(centers), function(gr) {
mutate(ellipse,
sspg = sspg + centers[gr, "sspg"],
glucose = glucose + centers[gr, "glucose"],
group = gr)
}) |> bind_rows()
ellipses
## # A tibble: 1,080 × 3
## sspg glucose group
## <dbl> <dbl> <chr>
## 1 156. 494. normal
## 2 155. 495. normal
## 3 154. 496. normal
## 4 153. 497. normal
## 5 152. 497. normal
## 6 151. 498. normal
## 7 150. 498. normal
## 8 150. 499. normal
## 9 149. 499. normal
## 10 148. 500. normal
## # ℹ 1,070 more rows
ggdb = ggplot(mapping = aes(x = sspg, y = glucose)) +
geom_point(aes(colour = group), data = diabetes)
ggdb
diabetes
## rw fpg glucose insulin sspg group
## 1 0.81 80 356 124 55 normal
## 2 0.95 97 289 117 76 normal
## 3 0.94 105 319 143 105 normal
## 4 1.04 90 356 199 108 normal
## 5 1.00 90 323 240 143 normal
## 6 0.76 86 381 157 165 normal
## 7 0.91 100 350 221 119 normal
## 8 1.10 85 301 186 105 normal
## 9 0.99 97 379 142 98 normal
## 10 0.78 97 296 131 94 normal
## 11 0.90 91 353 221 53 normal
## 12 0.73 87 306 178 66 normal
## 13 0.96 78 290 136 142 normal
## 14 0.84 90 371 200 93 normal
## 15 0.74 86 312 208 68 normal
## 16 0.98 80 393 202 102 normal
## 17 1.10 90 364 152 76 normal
## 18 0.85 99 359 185 37 normal
## 19 0.83 85 296 116 60 normal
## 20 0.93 90 345 123 50 normal
## 21 0.95 90 378 136 47 normal
## 22 0.74 88 304 134 50 normal
## 23 0.95 95 347 184 91 normal
## 24 0.97 90 327 192 124 normal
## 25 0.72 92 386 279 74 normal
## 26 1.11 74 365 228 235 normal
## 27 1.20 98 365 145 158 normal
## 28 1.13 100 352 172 140 normal
## 29 1.00 86 325 179 145 normal
## 30 0.78 98 321 222 99 normal
## 31 1.00 70 360 134 90 normal
## 32 1.00 99 336 143 105 normal
## 33 0.71 75 352 169 32 normal
## 34 0.76 90 353 263 165 normal
## 35 0.89 85 373 174 78 normal
## 36 0.88 99 376 134 80 normal
## 37 1.17 100 367 182 54 normal
## 38 0.85 78 335 241 175 normal
## 39 0.97 106 396 128 80 normal
## 40 1.00 98 277 222 186 normal
## 41 1.00 102 378 165 117 normal
## 42 0.89 90 360 282 160 normal
## 43 0.98 94 291 94 71 normal
## 44 0.78 80 269 121 29 normal
## 45 0.74 93 318 73 42 normal
## 46 0.91 86 328 106 56 normal
## 47 0.95 85 334 118 122 normal
## 48 0.95 96 356 112 73 normal
## 49 1.03 88 291 157 122 normal
## 50 0.87 87 360 292 128 normal
## 51 0.87 94 313 200 233 normal
## 52 1.17 93 306 220 132 normal
## 53 0.83 86 319 144 138 normal
## 54 0.82 86 349 109 83 normal
## 55 0.86 96 332 151 109 normal
## 56 1.01 86 323 158 96 normal
## 57 0.88 89 323 73 52 normal
## 58 0.75 83 351 81 42 normal
## 59 0.99 98 478 151 122 chemical
## 60 1.12 100 398 122 176 normal
## 61 1.09 110 426 117 118 normal
## 62 1.02 88 439 208 244 chemical
## 63 1.19 100 429 201 194 chemical
## 64 1.06 80 333 131 136 normal
## 65 1.20 89 472 162 257 chemical
## 66 1.05 91 436 148 167 chemical
## 67 1.18 96 418 130 153 normal
## 68 1.01 95 391 137 248 normal
## 69 0.91 82 390 375 273 normal
## 70 0.81 84 416 146 80 normal
## 71 1.10 90 413 344 270 chemical
## 72 1.03 100 385 192 180 normal
## 73 0.97 86 393 115 85 normal
## 74 0.96 93 376 195 106 normal
## 75 1.10 107 403 267 254 normal
## 76 1.07 112 414 281 119 normal
## 77 1.08 94 426 213 177 chemical
## 78 0.95 93 364 156 159 normal
## 79 0.74 93 391 221 103 normal
## 80 0.84 90 356 199 59 normal
## 81 0.89 99 398 76 108 normal
## 82 1.11 93 393 490 259 normal
## 83 1.19 85 425 143 204 chemical
## 84 1.18 89 318 73 220 normal
## 85 1.06 96 465 237 111 chemical
## 86 0.95 111 558 748 122 chemical
## 87 1.06 107 503 320 253 chemical
## 88 0.98 114 540 188 211 chemical
## 89 1.16 101 469 607 271 chemical
## 90 1.18 108 486 297 220 chemical
## 91 1.20 112 568 232 276 chemical
## 92 1.08 105 527 480 233 chemical
## 93 0.91 103 537 622 264 chemical
## 94 1.03 99 466 287 231 chemical
## 95 1.09 102 599 266 268 chemical
## 96 1.05 110 477 124 60 chemical
## 97 1.20 102 472 297 272 chemical
## 98 1.05 96 456 326 235 chemical
## 99 1.10 95 517 564 206 chemical
## 100 1.12 112 503 408 300 chemical
## 101 0.96 110 522 325 286 chemical
## 102 1.13 92 476 433 226 chemical
## 103 1.07 104 472 180 239 chemical
## 104 1.10 75 455 392 242 chemical
## 105 0.94 92 442 109 157 chemical
## 106 1.12 92 541 313 267 chemical
## 107 0.88 92 580 132 155 chemical
## 108 0.93 93 472 285 194 chemical
## 109 1.16 112 562 139 198 chemical
## 110 0.94 88 423 212 156 chemical
## 111 0.91 114 643 155 100 chemical
## 112 0.83 103 533 120 135 chemical
## 113 0.92 300 1468 28 455 overt
## 114 0.86 303 1487 23 327 overt
## 115 0.85 125 714 232 279 overt
## 116 0.83 280 1470 54 382 overt
## 117 0.85 216 1113 81 378 overt
## 118 1.06 190 972 87 374 overt
## 119 1.06 151 854 76 260 overt
## 120 0.92 303 1364 42 346 overt
## 121 1.20 173 832 102 319 overt
## 122 1.04 203 967 138 351 overt
## 123 1.16 195 920 160 357 overt
## 124 1.08 140 613 131 248 overt
## 125 0.95 151 857 145 324 overt
## 126 0.86 275 1373 45 300 overt
## 127 0.90 260 1133 118 300 overt
## 128 0.97 149 849 159 310 overt
## 129 1.16 233 1183 73 458 overt
## 130 1.12 146 847 103 339 overt
## 131 1.07 124 538 460 320 overt
## 132 0.93 213 1001 42 297 overt
## 133 0.85 330 1520 13 303 overt
## 134 0.81 123 557 130 152 overt
## 135 0.98 130 670 44 167 overt
## 136 1.01 120 636 314 220 overt
## 137 1.19 138 741 219 209 overt
## 138 1.04 188 958 100 351 overt
## 139 1.06 339 1354 10 450 overt
## 140 1.03 265 1263 83 413 overt
## 141 1.05 353 1428 41 480 overt
## 142 0.91 180 923 77 150 overt
## 143 0.90 213 1025 29 209 overt
## 144 1.11 328 1246 124 442 overt
## 145 0.74 346 1568 15 253 overt
diabetes_grid
## sspg glucose ghat
## 1 6.45 204 normal
## 2 11.46 204 normal
## 3 16.47 204 normal
## 4 21.48 204 normal
## 5 26.49 204 normal
## 6 31.51 204 normal
## 7 36.52 204 normal
## 8 41.53 204 normal
## 9 46.54 204 normal
## 10 51.55 204 normal
## 11 56.56 204 normal
## 12 61.57 204 normal
## 13 66.58 204 normal
## 14 71.59 204 normal
## 15 76.61 204 normal
## 16 81.62 204 normal
## 17 86.63 204 normal
## 18 91.64 204 normal
## 19 96.65 204 normal
## 20 101.66 204 normal
## 21 106.67 204 normal
## 22 111.68 204 normal
## 23 116.69 204 normal
## 24 121.71 204 normal
## 25 126.72 204 normal
## 26 131.73 204 normal
## 27 136.74 204 normal
## 28 141.75 204 normal
## 29 146.76 204 normal
## 30 151.77 204 normal
## 31 156.78 204 normal
## 32 161.79 204 normal
## 33 166.81 204 normal
## 34 171.82 204 normal
## 35 176.83 204 normal
## 36 181.84 204 normal
## 37 186.85 204 normal
## 38 191.86 204 normal
## 39 196.87 204 normal
## 40 201.88 204 normal
## 41 206.89 204 normal
## 42 211.91 204 normal
## 43 216.92 204 normal
## 44 221.93 204 normal
## 45 226.94 204 normal
## 46 231.95 204 normal
## 47 236.96 204 normal
## 48 241.97 204 chemical
## 49 246.98 204 chemical
## 50 251.99 204 chemical
## 51 257.01 204 chemical
## 52 262.02 204 chemical
## 53 267.03 204 chemical
## 54 272.04 204 chemical
## 55 277.05 204 chemical
## 56 282.06 204 chemical
## 57 287.07 204 chemical
## 58 292.08 204 chemical
## 59 297.09 204 chemical
## 60 302.11 204 chemical
## 61 307.12 204 chemical
## 62 312.13 204 chemical
## 63 317.14 204 chemical
## 64 322.15 204 chemical
## 65 327.16 204 chemical
## 66 332.17 204 chemical
## 67 337.18 204 chemical
## 68 342.19 204 chemical
## 69 347.21 204 chemical
## 70 352.22 204 chemical
## 71 357.23 204 chemical
## 72 362.24 204 chemical
## 73 367.25 204 chemical
## 74 372.26 204 chemical
## 75 377.27 204 chemical
## 76 382.28 204 chemical
## 77 387.29 204 chemical
## 78 392.31 204 chemical
## 79 397.32 204 chemical
## 80 402.33 204 chemical
## 81 407.34 204 chemical
## 82 412.35 204 chemical
## 83 417.36 204 chemical
## 84 422.37 204 chemical
## 85 427.38 204 chemical
## 86 432.39 204 chemical
## 87 437.41 204 chemical
## 88 442.42 204 chemical
## 89 447.43 204 chemical
## 90 452.44 204 chemical
## 91 457.45 204 chemical
## 92 462.46 204 chemical
## 93 467.47 204 chemical
## 94 472.48 204 chemical
## 95 477.49 204 chemical
## 96 482.51 204 chemical
## 97 487.52 204 chemical
## 98 492.53 204 chemical
## 99 497.54 204 chemical
## 100 502.55 204 chemical
## 101 6.45 218 normal
## 102 11.46 218 normal
## 103 16.47 218 normal
## 104 21.48 218 normal
## 105 26.49 218 normal
## 106 31.51 218 normal
## 107 36.52 218 normal
## 108 41.53 218 normal
## 109 46.54 218 normal
## 110 51.55 218 normal
## 111 56.56 218 normal
## 112 61.57 218 normal
## 113 66.58 218 normal
## 114 71.59 218 normal
## 115 76.61 218 normal
## 116 81.62 218 normal
## 117 86.63 218 normal
## 118 91.64 218 normal
## 119 96.65 218 normal
## 120 101.66 218 normal
## 121 106.67 218 normal
## 122 111.68 218 normal
## 123 116.69 218 normal
## 124 121.71 218 normal
## 125 126.72 218 normal
## 126 131.73 218 normal
## 127 136.74 218 normal
## 128 141.75 218 normal
## 129 146.76 218 normal
## 130 151.77 218 normal
## 131 156.78 218 normal
## 132 161.79 218 normal
## 133 166.81 218 normal
## 134 171.82 218 normal
## 135 176.83 218 normal
## 136 181.84 218 normal
## 137 186.85 218 normal
## 138 191.86 218 normal
## 139 196.87 218 normal
## 140 201.88 218 normal
## 141 206.89 218 normal
## 142 211.91 218 normal
## 143 216.92 218 normal
## 144 221.93 218 normal
## 145 226.94 218 normal
## 146 231.95 218 normal
## 147 236.96 218 chemical
## 148 241.97 218 chemical
## 149 246.98 218 chemical
## 150 251.99 218 chemical
## 151 257.01 218 chemical
## 152 262.02 218 chemical
## 153 267.03 218 chemical
## 154 272.04 218 chemical
## 155 277.05 218 chemical
## 156 282.06 218 chemical
## 157 287.07 218 chemical
## 158 292.08 218 chemical
## 159 297.09 218 chemical
## 160 302.11 218 chemical
## 161 307.12 218 chemical
## 162 312.13 218 chemical
## 163 317.14 218 chemical
## 164 322.15 218 chemical
## 165 327.16 218 chemical
## 166 332.17 218 chemical
## 167 337.18 218 chemical
## 168 342.19 218 chemical
## 169 347.21 218 chemical
## 170 352.22 218 chemical
## 171 357.23 218 chemical
## 172 362.24 218 chemical
## 173 367.25 218 chemical
## 174 372.26 218 chemical
## 175 377.27 218 chemical
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## 9940 201.88 1633 overt
## 9941 206.89 1633 overt
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## 9943 216.92 1633 overt
## 9944 221.93 1633 overt
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## 9947 236.96 1633 overt
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## 9951 257.01 1633 overt
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## 9955 277.05 1633 overt
## 9956 282.06 1633 overt
## 9957 287.07 1633 overt
## 9958 292.08 1633 overt
## 9959 297.09 1633 overt
## 9960 302.11 1633 overt
## 9961 307.12 1633 overt
## 9962 312.13 1633 overt
## 9963 317.14 1633 overt
## 9964 322.15 1633 overt
## 9965 327.16 1633 overt
## 9966 332.17 1633 overt
## 9967 337.18 1633 overt
## 9968 342.19 1633 overt
## 9969 347.21 1633 overt
## 9970 352.22 1633 overt
## 9971 357.23 1633 overt
## 9972 362.24 1633 overt
## 9973 367.25 1633 overt
## 9974 372.26 1633 overt
## 9975 377.27 1633 overt
## 9976 382.28 1633 overt
## 9977 387.29 1633 overt
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## 9980 402.33 1633 overt
## 9981 407.34 1633 overt
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## 9984 422.37 1633 overt
## 9985 427.38 1633 overt
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## 9988 442.42 1633 overt
## 9989 447.43 1633 overt
## 9990 452.44 1633 overt
## 9991 457.45 1633 overt
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## 9993 467.47 1633 overt
## 9994 472.48 1633 overt
## 9995 477.49 1633 overt
## 9996 482.51 1633 overt
## 9997 487.52 1633 overt
## 9998 492.53 1633 overt
## 9999 497.54 1633 overt
## 10000 502.55 1633 overt
ggdb + geom_raster(aes(fill = ghat),
data = diabetes_grid, alpha = 0.25, interpolate = TRUE) +
geom_point(data = as_tibble(centers), pch = "+", size = 8)
## -----------------------------------------------------------------------------
ggdb + geom_raster(aes(fill = ghat),
data = diabetes_grid, alpha = 0.25, interpolate = TRUE) +
geom_point(data = as_tibble(centers), pch = "+", size = 8) +
geom_path(aes(colour = group), data = ellipses) +
scale_x_continuous(expand = c(0, 0)) +
scale_y_continuous(expand = c(0, 0))
## -----------------------------------------------------------------------------
diabetes_up = lda(group ~ sspg + glucose, data = diabetes,
prior = (\(n) rep(1/n, n)) (nlevels(diabetes$group)))
diabetes_grid$ghat_up =
predict(diabetes_up, newdata = diabetes_grid)$class
stopifnot(all.equal(diabetes_up$means, diabetes_lda$means))
ellipse_up = unitcircle %*% solve(diabetes_up$scaling) |> as_tibble()
ellipses_up = lapply(rownames(centers), function(gr) {
mutate(ellipse_up,
sspg = sspg + centers[gr, "sspg"],
glucose = glucose + centers[gr, "glucose"],
group = gr)
}) |> bind_rows()
ggdb + geom_raster(aes(fill = ghat_up),
data = diabetes_grid, alpha = 0.4, interpolate = TRUE) +
geom_point(data = data.frame(centers), pch = "+", size = 8) +
geom_path(aes(colour = group), data = ellipses_up) +
scale_x_continuous(expand = c(0, 0)) +
scale_y_continuous(expand = c(0, 0))
## -----------------------------------------------------------------------------
diabetes_lda5 = lda(group ~ rw + fpg + glucose + sspg + insulin, data = diabetes)
diabetes_lda5
## Call:
## lda(group ~ rw + fpg + glucose + sspg + insulin, data = diabetes)
##
## Prior probabilities of groups:
## normal chemical overt
## 0.524 0.248 0.228
##
## Group means:
## rw fpg glucose sspg insulin
## normal 0.937 91.2 350 114 173
## chemical 1.056 99.3 494 209 288
## overt 0.984 217.7 1044 319 106
##
## Coefficients of linear discriminants:
## LD1 LD2
## rw 1.362436 -3.78414
## fpg -0.033649 0.03663
## glucose 0.012576 -0.00709
## sspg 0.004243 0.00113
## insulin -0.000102 -0.00617
##
## Proportion of trace:
## LD1 LD2
## 0.881 0.119
ghat5 = predict(diabetes_lda5)$class
table(ghat5, diabetes$group)
##
## ghat5 normal chemical overt
## normal 73 5 1
## chemical 3 31 5
## overt 0 0 27
mean(ghat5 != diabetes$group)
## [1] 0.0966
## -----------------------------------------------------------------------------
library("Hiiragi2013")
## Loading required package: affy
##
## Attaching package: 'affy'
## The following object is masked from 'package:spatstat.geom':
##
## intensity
## Loading required package: boot
##
## Attaching package: 'boot'
## The following object is masked from 'package:spatstat.core':
##
## envelope
## Loading required package: clue
## Loading required package: cluster
##
## Attaching package: 'cluster'
## The following object is masked from 'package:spatstat.geom':
##
## volume
## Loading required package: geneplotter
## Loading required package: lattice
##
## Attaching package: 'lattice'
## The following object is masked from 'package:boot':
##
## melanoma
## The following object is masked from 'package:spatstat.core':
##
## panel.histogram
## Loading required package: gplots
##
## Attaching package: 'gplots'
## The following object is masked from 'package:spatstat.geom':
##
## col2hex
## The following object is masked from 'package:IRanges':
##
## space
## The following object is masked from 'package:S4Vectors':
##
## space
## The following object is masked from 'package:stats':
##
## lowess
## Loading required package: gtools
##
## Attaching package: 'gtools'
## The following objects are masked from 'package:boot':
##
## inv.logit, logit
## The following object is masked from 'package:igraph':
##
## permute
## Loading required package: KEGGREST
## Loading required package: mouse4302.db
## Loading required package: org.Mm.eg.db
##
##
## Loading required package: xtable
##
## Attaching package: 'xtable'
## The following object is masked from 'package:EBImage':
##
## display
## The following object is masked from 'package:ggdendro':
##
## label
data("x")
probes = c("1426642_at", "1418765_at", "1418864_at", "1416564_at")
embryoCells = t(Biobase::exprs(x)[probes, ]) |> as_tibble() |>
mutate(Embryonic.day = x$Embryonic.day) |>
dplyr::filter(x$genotype == "WT")
embryoCells
## # A tibble: 66 × 5
## `1426642_at` `1418765_at` `1418864_at` `1416564_at` Embryonic.day
## <dbl> <dbl> <dbl> <dbl> <fct>
## 1 6.61 12.0 3.16 3.49 E3.25
## 2 7.39 9.23 3.52 3.47 E3.25
## 3 5.68 11.2 3.47 3.84 E3.25
## 4 6.39 10.8 3.62 3.77 E3.25
## 5 7.87 10.1 3.60 3.58 E3.25
## 6 6.10 10.4 3.33 3.44 E3.25
## 7 5.53 10.8 3.69 3.70 E3.25
## 8 5.80 9.12 3.67 6.82 E3.25
## 9 7.62 10.5 3.47 3.85 E3.25
## 10 8.51 11.0 3.67 4.09 E3.25
## # ℹ 56 more rows
annotation(x)
## [1] "mouse4302"
## -----------------------------------------------------------------------------
library("mouse4302.db")
anno = AnnotationDbi::select(mouse4302.db, keys = probes,
columns = c("SYMBOL", "GENENAME"))
## 'select()' returned 1:1 mapping between keys and columns
anno
## PROBEID SYMBOL GENENAME
## 1 1426642_at Fn1 fibronectin 1
## 2 1418765_at Timd2 T cell immunoglobulin and mucin domain containing 2
## 3 1418864_at Gata4 GATA binding protein 4
## 4 1416564_at Sox7 SRY (sex determining region Y)-box 7
mt = match(anno$PROBEID, colnames(embryoCells))
colnames(embryoCells)[mt] = anno$SYMBOL
## -----------------------------------------------------------------------------
stopifnot(!any(is.na(mt)))
## -----------------------------------------------------------------------------
library("GGally")
ggpairs(embryoCells, mapping = aes(col = Embryonic.day),
columns = anno$SYMBOL, upper = list(continuous = "points"))
## -----------------------------------------------------------------------------
ec_lda = lda(Embryonic.day ~ Fn1 + Timd2 + Gata4 + Sox7,
data = embryoCells)
round(ec_lda$scaling, 1)
## LD1 LD2
## Fn1 -0.2 -0.4
## Timd2 0.5 0.0
## Gata4 -0.1 -0.6
## Sox7 -0.7 0.5
predict(ec_lda)$x
## LD1 LD2
## 1 2.574 0.972
## 2 0.973 0.437
## 3 2.123 1.292
## 4 1.787 0.896
## 5 1.240 0.265
## 6 1.881 1.007
## 7 1.974 1.128
## 8 -1.005 2.727
## 9 1.317 0.594
## 10 1.210 0.268
## 11 1.744 0.652
## 12 1.416 -0.101
## 13 1.121 1.642
## 14 -0.782 -0.127
## 15 1.080 0.473
## 16 0.842 0.116
## 17 1.427 0.354
## 18 1.554 0.749
## 19 1.653 -0.250
## 20 -0.313 -0.562
## 21 0.651 -0.412
## 22 1.842 0.503
## 23 0.809 -0.856
## 24 1.198 -0.363
## 25 0.844 -0.886
## 26 2.075 1.105
## 27 1.135 -0.613
## 28 1.651 -0.362
## 29 0.790 -0.185
## 30 0.648 0.285
## 31 0.986 -0.724
## 32 0.788 -0.754
## 33 2.360 0.901
## 34 1.112 -0.469
## 35 -0.301 -1.120
## 36 0.707 -0.518
## 37 0.400 -0.330
## 38 0.322 -0.551
## 39 -2.309 -0.996
## 40 -2.693 -0.938
## 41 0.476 -0.391
## 42 -0.114 -1.066
## 43 -0.407 -1.213
## 44 -0.284 -0.842
## 45 -1.278 -0.484
## 46 -3.089 1.154
## 47 -1.876 -1.216
## 48 -1.100 -1.064
## 49 -0.392 -0.855
## 50 -0.113 -1.139
## 51 0.470 -0.962
## 52 -0.217 -0.706
## 53 -0.499 -1.025
## 54 -0.508 -0.680
## 55 1.760 1.449
## 56 -2.209 -0.992
## 57 -2.253 -0.924
## 58 -1.931 -1.804
## 59 -4.032 3.213
## 60 -2.069 -0.597
## 61 -2.146 2.953
## 62 -1.888 -0.831
## 63 -2.444 -0.853
## 64 -2.202 -1.278
## 65 -4.015 2.938
## 66 -4.467 1.968
predict(ec_lda)$class
## [1] E3.25 E3.25 E3.25 E3.25 E3.25 E3.25 E3.25 E4.5 E3.25 E3.25 E3.25 E3.25
## [13] E3.25 E3.5 E3.25 E3.25 E3.25 E3.25 E3.25 E3.5 E3.25 E3.25 E3.25 E3.25
## [25] E3.25 E3.25 E3.25 E3.25 E3.25 E3.25 E3.25 E3.25 E3.25 E3.25 E3.5 E3.25
## [37] E3.25 E3.25 E3.5 E3.5 E3.25 E3.5 E3.5 E3.5 E3.5 E4.5 E3.5 E3.5
## [49] E3.5 E3.5 E3.25 E3.5 E3.5 E3.5 E3.25 E3.5 E3.5 E3.5 E4.5 E3.5
## [61] E4.5 E3.5 E3.5 E3.5 E4.5 E4.5
## Levels: E3.25 E3.5 E4.5
## -----------------------------------------------------------------------------
ec_rot = predict(ec_lda)$x |> as_tibble() |>
mutate(ed = embryoCells$Embryonic.day)
ec_rot
## # A tibble: 66 × 3
## LD1 LD2 ed
## <dbl> <dbl> <fct>
## 1 2.57 0.972 E3.25
## 2 0.973 0.437 E3.25
## 3 2.12 1.29 E3.25
## 4 1.79 0.896 E3.25
## 5 1.24 0.265 E3.25
## 6 1.88 1.01 E3.25
## 7 1.97 1.13 E3.25
## 8 -1.01 2.73 E3.25
## 9 1.32 0.594 E3.25
## 10 1.21 0.268 E3.25
## # ℹ 56 more rows
ec_lda2 = lda(ec_rot[, 1:2], predict(ec_lda)$class)
ec_lda2
## Call:
## lda(ec_rot[, 1:2], predict(ec_lda)$class)
##
## Prior probabilities of groups:
## E3.25 E3.5 E4.5
## 0.5606 0.3485 0.0909
##
## Group means:
## LD1 LD2
## E3.25 1.27 0.172
## E3.5 -1.23 -0.927
## E4.5 -3.13 2.492
##
## Coefficients of linear discriminants:
## LD1 LD2
## LD1 -1.28 0.509
## LD2 1.24 1.224
##
## Proportion of trace:
## LD1 LD2
## 0.774 0.226
ec_grid = with(ec_rot, expand.grid(
LD1 = make1Dgrid(LD1),
LD2 = make1Dgrid(LD2)))
ec_grid
## LD1 LD2
## 1 -4.8186 -2.05528
## 2 -4.7404 -2.05528
## 3 -4.6622 -2.05528
## 4 -4.5839 -2.05528
## 5 -4.5057 -2.05528
## 6 -4.4275 -2.05528
## 7 -4.3492 -2.05528
## 8 -4.2710 -2.05528
## 9 -4.1928 -2.05528
## 10 -4.1145 -2.05528
## 11 -4.0363 -2.05528
## 12 -3.9581 -2.05528
## 13 -3.8798 -2.05528
## 14 -3.8016 -2.05528
## 15 -3.7234 -2.05528
## 16 -3.6451 -2.05528
## 17 -3.5669 -2.05528
## 18 -3.4887 -2.05528
## 19 -3.4104 -2.05528
## 20 -3.3322 -2.05528
## 21 -3.2540 -2.05528
## 22 -3.1757 -2.05528
## 23 -3.0975 -2.05528
## 24 -3.0193 -2.05528
## 25 -2.9410 -2.05528
## 26 -2.8628 -2.05528
## 27 -2.7846 -2.05528
## 28 -2.7063 -2.05528
## 29 -2.6281 -2.05528
## 30 -2.5499 -2.05528
## 31 -2.4716 -2.05528
## 32 -2.3934 -2.05528
## 33 -2.3152 -2.05528
## 34 -2.2369 -2.05528
## 35 -2.1587 -2.05528
## 36 -2.0805 -2.05528
## 37 -2.0022 -2.05528
## 38 -1.9240 -2.05528
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## 45 -1.3764 -2.05528
## 46 -1.2982 -2.05528
## 47 -1.2199 -2.05528
## 48 -1.1417 -2.05528
## 49 -1.0635 -2.05528
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## 1887 1.9094 -1.05187
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## 1889 2.0658 -1.05187
## 1890 2.1441 -1.05187
## 1891 2.2223 -1.05187
## 1892 2.3005 -1.05187
## 1893 2.3788 -1.05187
## 1894 2.4570 -1.05187
## 1895 2.5352 -1.05187
## 1896 2.6135 -1.05187
## 1897 2.6917 -1.05187
## 1898 2.7699 -1.05187
## 1899 2.8482 -1.05187
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## 1902 -4.7404 -0.99613
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## 1909 -4.1928 -0.99613
## 1910 -4.1145 -0.99613
## 1911 -4.0363 -0.99613
## 1912 -3.9581 -0.99613
## 1913 -3.8798 -0.99613
## 1914 -3.8016 -0.99613
## 1915 -3.7234 -0.99613
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## 1926 -2.8628 -0.99613
## 1927 -2.7846 -0.99613
## 1928 -2.7063 -0.99613
## 1929 -2.6281 -0.99613
## 1930 -2.5499 -0.99613
## 1931 -2.4716 -0.99613
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## 1933 -2.3152 -0.99613
## 1934 -2.2369 -0.99613
## 1935 -2.1587 -0.99613
## 1936 -2.0805 -0.99613
## 1937 -2.0022 -0.99613
## 1938 -1.9240 -0.99613
## 1939 -1.8458 -0.99613
## 1940 -1.7676 -0.99613
## 1941 -1.6893 -0.99613
## 1942 -1.6111 -0.99613
## 1943 -1.5329 -0.99613
## 1944 -1.4546 -0.99613
## 1945 -1.3764 -0.99613
## 1946 -1.2982 -0.99613
## 1947 -1.2199 -0.99613
## 1948 -1.1417 -0.99613
## 1949 -1.0635 -0.99613
## 1950 -0.9852 -0.99613
## 1951 -0.9070 -0.99613
## 1952 -0.8288 -0.99613
## 1953 -0.7505 -0.99613
## 1954 -0.6723 -0.99613
## 1955 -0.5941 -0.99613
## 1956 -0.5158 -0.99613
## 1957 -0.4376 -0.99613
## 1958 -0.3594 -0.99613
## 1959 -0.2811 -0.99613
## 1960 -0.2029 -0.99613
## 1961 -0.1247 -0.99613
## 1962 -0.0464 -0.99613
## 1963 0.0318 -0.99613
## 1964 0.1100 -0.99613
## 1965 0.1883 -0.99613
## 1966 0.2665 -0.99613
## 1967 0.3447 -0.99613
## 1968 0.4230 -0.99613
## 1969 0.5012 -0.99613
## 1970 0.5794 -0.99613
## 1971 0.6577 -0.99613
## 1972 0.7359 -0.99613
## 1973 0.8141 -0.99613
## 1974 0.8923 -0.99613
## 1975 0.9706 -0.99613
## 1976 1.0488 -0.99613
## 1977 1.1270 -0.99613
## 1978 1.2053 -0.99613
## 1979 1.2835 -0.99613
## 1980 1.3617 -0.99613
## 1981 1.4400 -0.99613
## 1982 1.5182 -0.99613
## 1983 1.5964 -0.99613
## 1984 1.6747 -0.99613
## 1985 1.7529 -0.99613
## 1986 1.8311 -0.99613
## 1987 1.9094 -0.99613
## 1988 1.9876 -0.99613
## 1989 2.0658 -0.99613
## 1990 2.1441 -0.99613
## 1991 2.2223 -0.99613
## 1992 2.3005 -0.99613
## 1993 2.3788 -0.99613
## 1994 2.4570 -0.99613
## 1995 2.5352 -0.99613
## 1996 2.6135 -0.99613
## 1997 2.6917 -0.99613
## 1998 2.7699 -0.99613
## 1999 2.8482 -0.99613
## 2000 2.9264 -0.99613
## 2001 -4.8186 -0.94038
## 2002 -4.7404 -0.94038
## 2003 -4.6622 -0.94038
## 2004 -4.5839 -0.94038
## 2005 -4.5057 -0.94038
## 2006 -4.4275 -0.94038
## 2007 -4.3492 -0.94038
## 2008 -4.2710 -0.94038
## 2009 -4.1928 -0.94038
## 2010 -4.1145 -0.94038
## 2011 -4.0363 -0.94038
## 2012 -3.9581 -0.94038
## 2013 -3.8798 -0.94038
## 2014 -3.8016 -0.94038
## 2015 -3.7234 -0.94038
## 2016 -3.6451 -0.94038
## 2017 -3.5669 -0.94038
## 2018 -3.4887 -0.94038
## 2019 -3.4104 -0.94038
## 2020 -3.3322 -0.94038
## 2021 -3.2540 -0.94038
## 2022 -3.1757 -0.94038
## 2023 -3.0975 -0.94038
## 2024 -3.0193 -0.94038
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## 2027 -2.7846 -0.94038
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## 2029 -2.6281 -0.94038
## 2030 -2.5499 -0.94038
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## 2080 1.3617 -0.94038
## 2081 1.4400 -0.94038
## 2082 1.5182 -0.94038
## 2083 1.5964 -0.94038
## 2084 1.6747 -0.94038
## 2085 1.7529 -0.94038
## 2086 1.8311 -0.94038
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## 2090 2.1441 -0.94038
## 2091 2.2223 -0.94038
## 2092 2.3005 -0.94038
## 2093 2.3788 -0.94038
## 2094 2.4570 -0.94038
## 2095 2.5352 -0.94038
## 2096 2.6135 -0.94038
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## 2139 -1.8458 -0.88464
## 2140 -1.7676 -0.88464
## 2141 -1.6893 -0.88464
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## 9800 2.9264 3.35198
## 9801 -4.8186 3.40773
## 9802 -4.7404 3.40773
## 9803 -4.6622 3.40773
## 9804 -4.5839 3.40773
## 9805 -4.5057 3.40773
## 9806 -4.4275 3.40773
## 9807 -4.3492 3.40773
## 9808 -4.2710 3.40773
## 9809 -4.1928 3.40773
## 9810 -4.1145 3.40773
## 9811 -4.0363 3.40773
## 9812 -3.9581 3.40773
## 9813 -3.8798 3.40773
## 9814 -3.8016 3.40773
## 9815 -3.7234 3.40773
## 9816 -3.6451 3.40773
## 9817 -3.5669 3.40773
## 9818 -3.4887 3.40773
## 9819 -3.4104 3.40773
## 9820 -3.3322 3.40773
## 9821 -3.2540 3.40773
## 9822 -3.1757 3.40773
## 9823 -3.0975 3.40773
## 9824 -3.0193 3.40773
## 9825 -2.9410 3.40773
## 9826 -2.8628 3.40773
## 9827 -2.7846 3.40773
## 9828 -2.7063 3.40773
## 9829 -2.6281 3.40773
## 9830 -2.5499 3.40773
## 9831 -2.4716 3.40773
## 9832 -2.3934 3.40773
## 9833 -2.3152 3.40773
## 9834 -2.2369 3.40773
## 9835 -2.1587 3.40773
## 9836 -2.0805 3.40773
## 9837 -2.0022 3.40773
## 9838 -1.9240 3.40773
## 9839 -1.8458 3.40773
## 9840 -1.7676 3.40773
## 9841 -1.6893 3.40773
## 9842 -1.6111 3.40773
## 9843 -1.5329 3.40773
## 9844 -1.4546 3.40773
## 9845 -1.3764 3.40773
## 9846 -1.2982 3.40773
## 9847 -1.2199 3.40773
## 9848 -1.1417 3.40773
## 9849 -1.0635 3.40773
## 9850 -0.9852 3.40773
## 9851 -0.9070 3.40773
## 9852 -0.8288 3.40773
## 9853 -0.7505 3.40773
## 9854 -0.6723 3.40773
## 9855 -0.5941 3.40773
## 9856 -0.5158 3.40773
## 9857 -0.4376 3.40773
## 9858 -0.3594 3.40773
## 9859 -0.2811 3.40773
## 9860 -0.2029 3.40773
## 9861 -0.1247 3.40773
## 9862 -0.0464 3.40773
## 9863 0.0318 3.40773
## 9864 0.1100 3.40773
## 9865 0.1883 3.40773
## 9866 0.2665 3.40773
## 9867 0.3447 3.40773
## 9868 0.4230 3.40773
## 9869 0.5012 3.40773
## 9870 0.5794 3.40773
## 9871 0.6577 3.40773
## 9872 0.7359 3.40773
## 9873 0.8141 3.40773
## 9874 0.8923 3.40773
## 9875 0.9706 3.40773
## 9876 1.0488 3.40773
## 9877 1.1270 3.40773
## 9878 1.2053 3.40773
## 9879 1.2835 3.40773
## 9880 1.3617 3.40773
## 9881 1.4400 3.40773
## 9882 1.5182 3.40773
## 9883 1.5964 3.40773
## 9884 1.6747 3.40773
## 9885 1.7529 3.40773
## 9886 1.8311 3.40773
## 9887 1.9094 3.40773
## 9888 1.9876 3.40773
## 9889 2.0658 3.40773
## 9890 2.1441 3.40773
## 9891 2.2223 3.40773
## 9892 2.3005 3.40773
## 9893 2.3788 3.40773
## 9894 2.4570 3.40773
## 9895 2.5352 3.40773
## 9896 2.6135 3.40773
## 9897 2.6917 3.40773
## 9898 2.7699 3.40773
## 9899 2.8482 3.40773
## 9900 2.9264 3.40773
## 9901 -4.8186 3.46347
## 9902 -4.7404 3.46347
## 9903 -4.6622 3.46347
## 9904 -4.5839 3.46347
## 9905 -4.5057 3.46347
## 9906 -4.4275 3.46347
## 9907 -4.3492 3.46347
## 9908 -4.2710 3.46347
## 9909 -4.1928 3.46347
## 9910 -4.1145 3.46347
## 9911 -4.0363 3.46347
## 9912 -3.9581 3.46347
## 9913 -3.8798 3.46347
## 9914 -3.8016 3.46347
## 9915 -3.7234 3.46347
## 9916 -3.6451 3.46347
## 9917 -3.5669 3.46347
## 9918 -3.4887 3.46347
## 9919 -3.4104 3.46347
## 9920 -3.3322 3.46347
## 9921 -3.2540 3.46347
## 9922 -3.1757 3.46347
## 9923 -3.0975 3.46347
## 9924 -3.0193 3.46347
## 9925 -2.9410 3.46347
## 9926 -2.8628 3.46347
## 9927 -2.7846 3.46347
## 9928 -2.7063 3.46347
## 9929 -2.6281 3.46347
## 9930 -2.5499 3.46347
## 9931 -2.4716 3.46347
## 9932 -2.3934 3.46347
## 9933 -2.3152 3.46347
## 9934 -2.2369 3.46347
## 9935 -2.1587 3.46347
## 9936 -2.0805 3.46347
## 9937 -2.0022 3.46347
## 9938 -1.9240 3.46347
## 9939 -1.8458 3.46347
## 9940 -1.7676 3.46347
## 9941 -1.6893 3.46347
## 9942 -1.6111 3.46347
## 9943 -1.5329 3.46347
## 9944 -1.4546 3.46347
## 9945 -1.3764 3.46347
## 9946 -1.2982 3.46347
## 9947 -1.2199 3.46347
## 9948 -1.1417 3.46347
## 9949 -1.0635 3.46347
## 9950 -0.9852 3.46347
## 9951 -0.9070 3.46347
## 9952 -0.8288 3.46347
## 9953 -0.7505 3.46347
## 9954 -0.6723 3.46347
## 9955 -0.5941 3.46347
## 9956 -0.5158 3.46347
## 9957 -0.4376 3.46347
## 9958 -0.3594 3.46347
## 9959 -0.2811 3.46347
## 9960 -0.2029 3.46347
## 9961 -0.1247 3.46347
## 9962 -0.0464 3.46347
## 9963 0.0318 3.46347
## 9964 0.1100 3.46347
## 9965 0.1883 3.46347
## 9966 0.2665 3.46347
## 9967 0.3447 3.46347
## 9968 0.4230 3.46347
## 9969 0.5012 3.46347
## 9970 0.5794 3.46347
## 9971 0.6577 3.46347
## 9972 0.7359 3.46347
## 9973 0.8141 3.46347
## 9974 0.8923 3.46347
## 9975 0.9706 3.46347
## 9976 1.0488 3.46347
## 9977 1.1270 3.46347
## 9978 1.2053 3.46347
## 9979 1.2835 3.46347
## 9980 1.3617 3.46347
## 9981 1.4400 3.46347
## 9982 1.5182 3.46347
## 9983 1.5964 3.46347
## 9984 1.6747 3.46347
## 9985 1.7529 3.46347
## 9986 1.8311 3.46347
## 9987 1.9094 3.46347
## 9988 1.9876 3.46347
## 9989 2.0658 3.46347
## 9990 2.1441 3.46347
## 9991 2.2223 3.46347
## 9992 2.3005 3.46347
## 9993 2.3788 3.46347
## 9994 2.4570 3.46347
## 9995 2.5352 3.46347
## 9996 2.6135 3.46347
## 9997 2.6917 3.46347
## 9998 2.7699 3.46347
## 9999 2.8482 3.46347
## 10000 2.9264 3.46347
ec_grid$edhat = predict(ec_lda2, newdata = ec_grid)$class
ec_grid
## LD1 LD2 edhat
## 1 -4.8186 -2.05528 E3.5
## 2 -4.7404 -2.05528 E3.5
## 3 -4.6622 -2.05528 E3.5
## 4 -4.5839 -2.05528 E3.5
## 5 -4.5057 -2.05528 E3.5
## 6 -4.4275 -2.05528 E3.5
## 7 -4.3492 -2.05528 E3.5
## 8 -4.2710 -2.05528 E3.5
## 9 -4.1928 -2.05528 E3.5
## 10 -4.1145 -2.05528 E3.5
## 11 -4.0363 -2.05528 E3.5
## 12 -3.9581 -2.05528 E3.5
## 13 -3.8798 -2.05528 E3.5
## 14 -3.8016 -2.05528 E3.5
## 15 -3.7234 -2.05528 E3.5
## 16 -3.6451 -2.05528 E3.5
## 17 -3.5669 -2.05528 E3.5
## 18 -3.4887 -2.05528 E3.5
## 19 -3.4104 -2.05528 E3.5
## 20 -3.3322 -2.05528 E3.5
## 21 -3.2540 -2.05528 E3.5
## 22 -3.1757 -2.05528 E3.5
## 23 -3.0975 -2.05528 E3.5
## 24 -3.0193 -2.05528 E3.5
## 25 -2.9410 -2.05528 E3.5
## 26 -2.8628 -2.05528 E3.5
## 27 -2.7846 -2.05528 E3.5
## 28 -2.7063 -2.05528 E3.5
## 29 -2.6281 -2.05528 E3.5
## 30 -2.5499 -2.05528 E3.5
## 31 -2.4716 -2.05528 E3.5
## 32 -2.3934 -2.05528 E3.5
## 33 -2.3152 -2.05528 E3.5
## 34 -2.2369 -2.05528 E3.5
## 35 -2.1587 -2.05528 E3.5
## 36 -2.0805 -2.05528 E3.5
## 37 -2.0022 -2.05528 E3.5
## 38 -1.9240 -2.05528 E3.5
## 39 -1.8458 -2.05528 E3.5
## 40 -1.7676 -2.05528 E3.5
## 41 -1.6893 -2.05528 E3.5
## 42 -1.6111 -2.05528 E3.5
## 43 -1.5329 -2.05528 E3.5
## 44 -1.4546 -2.05528 E3.5
## 45 -1.3764 -2.05528 E3.5
## 46 -1.2982 -2.05528 E3.5
## 47 -1.2199 -2.05528 E3.5
## 48 -1.1417 -2.05528 E3.5
## 49 -1.0635 -2.05528 E3.5
## 50 -0.9852 -2.05528 E3.5
## 51 -0.9070 -2.05528 E3.5
## 52 -0.8288 -2.05528 E3.5
## 53 -0.7505 -2.05528 E3.5
## 54 -0.6723 -2.05528 E3.5
## 55 -0.5941 -2.05528 E3.5
## 56 -0.5158 -2.05528 E3.5
## 57 -0.4376 -2.05528 E3.5
## 58 -0.3594 -2.05528 E3.5
## 59 -0.2811 -2.05528 E3.5
## 60 -0.2029 -2.05528 E3.5
## 61 -0.1247 -2.05528 E3.5
## 62 -0.0464 -2.05528 E3.5
## 63 0.0318 -2.05528 E3.5
## 64 0.1100 -2.05528 E3.5
## 65 0.1883 -2.05528 E3.5
## 66 0.2665 -2.05528 E3.5
## 67 0.3447 -2.05528 E3.25
## 68 0.4230 -2.05528 E3.25
## 69 0.5012 -2.05528 E3.25
## 70 0.5794 -2.05528 E3.25
## 71 0.6577 -2.05528 E3.25
## 72 0.7359 -2.05528 E3.25
## 73 0.8141 -2.05528 E3.25
## 74 0.8923 -2.05528 E3.25
## 75 0.9706 -2.05528 E3.25
## 76 1.0488 -2.05528 E3.25
## 77 1.1270 -2.05528 E3.25
## 78 1.2053 -2.05528 E3.25
## 79 1.2835 -2.05528 E3.25
## 80 1.3617 -2.05528 E3.25
## 81 1.4400 -2.05528 E3.25
## 82 1.5182 -2.05528 E3.25
## 83 1.5964 -2.05528 E3.25
## 84 1.6747 -2.05528 E3.25
## 85 1.7529 -2.05528 E3.25
## 86 1.8311 -2.05528 E3.25
## 87 1.9094 -2.05528 E3.25
## 88 1.9876 -2.05528 E3.25
## 89 2.0658 -2.05528 E3.25
## 90 2.1441 -2.05528 E3.25
## 91 2.2223 -2.05528 E3.25
## 92 2.3005 -2.05528 E3.25
## 93 2.3788 -2.05528 E3.25
## 94 2.4570 -2.05528 E3.25
## 95 2.5352 -2.05528 E3.25
## 96 2.6135 -2.05528 E3.25
## 97 2.6917 -2.05528 E3.25
## 98 2.7699 -2.05528 E3.25
## 99 2.8482 -2.05528 E3.25
## 100 2.9264 -2.05528 E3.25
## 101 -4.8186 -1.99954 E3.5
## 102 -4.7404 -1.99954 E3.5
## 103 -4.6622 -1.99954 E3.5
## 104 -4.5839 -1.99954 E3.5
## 105 -4.5057 -1.99954 E3.5
## 106 -4.4275 -1.99954 E3.5
## 107 -4.3492 -1.99954 E3.5
## 108 -4.2710 -1.99954 E3.5
## 109 -4.1928 -1.99954 E3.5
## 110 -4.1145 -1.99954 E3.5
## 111 -4.0363 -1.99954 E3.5
## 112 -3.9581 -1.99954 E3.5
## 113 -3.8798 -1.99954 E3.5
## 114 -3.8016 -1.99954 E3.5
## 115 -3.7234 -1.99954 E3.5
## 116 -3.6451 -1.99954 E3.5
## 117 -3.5669 -1.99954 E3.5
## 118 -3.4887 -1.99954 E3.5
## 119 -3.4104 -1.99954 E3.5
## 120 -3.3322 -1.99954 E3.5
## 121 -3.2540 -1.99954 E3.5
## 122 -3.1757 -1.99954 E3.5
## 123 -3.0975 -1.99954 E3.5
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## 125 -2.9410 -1.99954 E3.5
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## 128 -2.7063 -1.99954 E3.5
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## 130 -2.5499 -1.99954 E3.5
## 131 -2.4716 -1.99954 E3.5
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## 136 -2.0805 -1.99954 E3.5
## 137 -2.0022 -1.99954 E3.5
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## 139 -1.8458 -1.99954 E3.5
## 140 -1.7676 -1.99954 E3.5
## 141 -1.6893 -1.99954 E3.5
## 142 -1.6111 -1.99954 E3.5
## 143 -1.5329 -1.99954 E3.5
## 144 -1.4546 -1.99954 E3.5
## 145 -1.3764 -1.99954 E3.5
## 146 -1.2982 -1.99954 E3.5
## 147 -1.2199 -1.99954 E3.5
## 148 -1.1417 -1.99954 E3.5
## 149 -1.0635 -1.99954 E3.5
## 150 -0.9852 -1.99954 E3.5
## 151 -0.9070 -1.99954 E3.5
## 152 -0.8288 -1.99954 E3.5
## 153 -0.7505 -1.99954 E3.5
## 154 -0.6723 -1.99954 E3.5
## 155 -0.5941 -1.99954 E3.5
## 156 -0.5158 -1.99954 E3.5
## 157 -0.4376 -1.99954 E3.5
## 158 -0.3594 -1.99954 E3.5
## 159 -0.2811 -1.99954 E3.5
## 160 -0.2029 -1.99954 E3.5
## 161 -0.1247 -1.99954 E3.5
## 162 -0.0464 -1.99954 E3.5
## 163 0.0318 -1.99954 E3.5
## 164 0.1100 -1.99954 E3.5
## 165 0.1883 -1.99954 E3.5
## 166 0.2665 -1.99954 E3.5
## 167 0.3447 -1.99954 E3.25
## 168 0.4230 -1.99954 E3.25
## 169 0.5012 -1.99954 E3.25
## 170 0.5794 -1.99954 E3.25
## 171 0.6577 -1.99954 E3.25
## 172 0.7359 -1.99954 E3.25
## 173 0.8141 -1.99954 E3.25
## 174 0.8923 -1.99954 E3.25
## 175 0.9706 -1.99954 E3.25
## 176 1.0488 -1.99954 E3.25
## 177 1.1270 -1.99954 E3.25
## 178 1.2053 -1.99954 E3.25
## 179 1.2835 -1.99954 E3.25
## 180 1.3617 -1.99954 E3.25
## 181 1.4400 -1.99954 E3.25
## 182 1.5182 -1.99954 E3.25
## 183 1.5964 -1.99954 E3.25
## 184 1.6747 -1.99954 E3.25
## 185 1.7529 -1.99954 E3.25
## 186 1.8311 -1.99954 E3.25
## 187 1.9094 -1.99954 E3.25
## 188 1.9876 -1.99954 E3.25
## 189 2.0658 -1.99954 E3.25
## 190 2.1441 -1.99954 E3.25
## 191 2.2223 -1.99954 E3.25
## 192 2.3005 -1.99954 E3.25
## 193 2.3788 -1.99954 E3.25
## 194 2.4570 -1.99954 E3.25
## 195 2.5352 -1.99954 E3.25
## 196 2.6135 -1.99954 E3.25
## 197 2.6917 -1.99954 E3.25
## 198 2.7699 -1.99954 E3.25
## 199 2.8482 -1.99954 E3.25
## 200 2.9264 -1.99954 E3.25
## 201 -4.8186 -1.94379 E3.5
## 202 -4.7404 -1.94379 E3.5
## 203 -4.6622 -1.94379 E3.5
## 204 -4.5839 -1.94379 E3.5
## 205 -4.5057 -1.94379 E3.5
## 206 -4.4275 -1.94379 E3.5
## 207 -4.3492 -1.94379 E3.5
## 208 -4.2710 -1.94379 E3.5
## 209 -4.1928 -1.94379 E3.5
## 210 -4.1145 -1.94379 E3.5
## 211 -4.0363 -1.94379 E3.5
## 212 -3.9581 -1.94379 E3.5
## 213 -3.8798 -1.94379 E3.5
## 214 -3.8016 -1.94379 E3.5
## 215 -3.7234 -1.94379 E3.5
## 216 -3.6451 -1.94379 E3.5
## 217 -3.5669 -1.94379 E3.5
## 218 -3.4887 -1.94379 E3.5
## 219 -3.4104 -1.94379 E3.5
## 220 -3.3322 -1.94379 E3.5
## 221 -3.2540 -1.94379 E3.5
## 222 -3.1757 -1.94379 E3.5
## 223 -3.0975 -1.94379 E3.5
## 224 -3.0193 -1.94379 E3.5
## 225 -2.9410 -1.94379 E3.5
## 226 -2.8628 -1.94379 E3.5
## 227 -2.7846 -1.94379 E3.5
## 228 -2.7063 -1.94379 E3.5
## 229 -2.6281 -1.94379 E3.5
## 230 -2.5499 -1.94379 E3.5
## 231 -2.4716 -1.94379 E3.5
## 232 -2.3934 -1.94379 E3.5
## 233 -2.3152 -1.94379 E3.5
## 234 -2.2369 -1.94379 E3.5
## 235 -2.1587 -1.94379 E3.5
## 236 -2.0805 -1.94379 E3.5
## 237 -2.0022 -1.94379 E3.5
## 238 -1.9240 -1.94379 E3.5
## 239 -1.8458 -1.94379 E3.5
## 240 -1.7676 -1.94379 E3.5
## 241 -1.6893 -1.94379 E3.5
## 242 -1.6111 -1.94379 E3.5
## 243 -1.5329 -1.94379 E3.5
## 244 -1.4546 -1.94379 E3.5
## 245 -1.3764 -1.94379 E3.5
## 246 -1.2982 -1.94379 E3.5
## 247 -1.2199 -1.94379 E3.5
## 248 -1.1417 -1.94379 E3.5
## 249 -1.0635 -1.94379 E3.5
## 250 -0.9852 -1.94379 E3.5
## 251 -0.9070 -1.94379 E3.5
## 252 -0.8288 -1.94379 E3.5
## 253 -0.7505 -1.94379 E3.5
## 254 -0.6723 -1.94379 E3.5
## 255 -0.5941 -1.94379 E3.5
## 256 -0.5158 -1.94379 E3.5
## 257 -0.4376 -1.94379 E3.5
## 258 -0.3594 -1.94379 E3.5
## 259 -0.2811 -1.94379 E3.5
## 260 -0.2029 -1.94379 E3.5
## 261 -0.1247 -1.94379 E3.5
## 262 -0.0464 -1.94379 E3.5
## 263 0.0318 -1.94379 E3.5
## 264 0.1100 -1.94379 E3.5
## 265 0.1883 -1.94379 E3.5
## 266 0.2665 -1.94379 E3.5
## 267 0.3447 -1.94379 E3.25
## 268 0.4230 -1.94379 E3.25
## 269 0.5012 -1.94379 E3.25
## 270 0.5794 -1.94379 E3.25
## 271 0.6577 -1.94379 E3.25
## 272 0.7359 -1.94379 E3.25
## 273 0.8141 -1.94379 E3.25
## 274 0.8923 -1.94379 E3.25
## 275 0.9706 -1.94379 E3.25
## 276 1.0488 -1.94379 E3.25
## 277 1.1270 -1.94379 E3.25
## 278 1.2053 -1.94379 E3.25
## 279 1.2835 -1.94379 E3.25
## 280 1.3617 -1.94379 E3.25
## 281 1.4400 -1.94379 E3.25
## 282 1.5182 -1.94379 E3.25
## 283 1.5964 -1.94379 E3.25
## 284 1.6747 -1.94379 E3.25
## 285 1.7529 -1.94379 E3.25
## 286 1.8311 -1.94379 E3.25
## 287 1.9094 -1.94379 E3.25
## 288 1.9876 -1.94379 E3.25
## 289 2.0658 -1.94379 E3.25
## 290 2.1441 -1.94379 E3.25
## 291 2.2223 -1.94379 E3.25
## 292 2.3005 -1.94379 E3.25
## 293 2.3788 -1.94379 E3.25
## 294 2.4570 -1.94379 E3.25
## 295 2.5352 -1.94379 E3.25
## 296 2.6135 -1.94379 E3.25
## 297 2.6917 -1.94379 E3.25
## 298 2.7699 -1.94379 E3.25
## 299 2.8482 -1.94379 E3.25
## 300 2.9264 -1.94379 E3.25
## 301 -4.8186 -1.88805 E3.5
## 302 -4.7404 -1.88805 E3.5
## 303 -4.6622 -1.88805 E3.5
## 304 -4.5839 -1.88805 E3.5
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## 1766 0.2665 -1.10762 E3.25
## 1767 0.3447 -1.10762 E3.25
## 1768 0.4230 -1.10762 E3.25
## 1769 0.5012 -1.10762 E3.25
## 1770 0.5794 -1.10762 E3.25
## 1771 0.6577 -1.10762 E3.25
## 1772 0.7359 -1.10762 E3.25
## 1773 0.8141 -1.10762 E3.25
## 1774 0.8923 -1.10762 E3.25
## 1775 0.9706 -1.10762 E3.25
## 1776 1.0488 -1.10762 E3.25
## 1777 1.1270 -1.10762 E3.25
## 1778 1.2053 -1.10762 E3.25
## 1779 1.2835 -1.10762 E3.25
## 1780 1.3617 -1.10762 E3.25
## 1781 1.4400 -1.10762 E3.25
## 1782 1.5182 -1.10762 E3.25
## 1783 1.5964 -1.10762 E3.25
## 1784 1.6747 -1.10762 E3.25
## 1785 1.7529 -1.10762 E3.25
## 1786 1.8311 -1.10762 E3.25
## 1787 1.9094 -1.10762 E3.25
## 1788 1.9876 -1.10762 E3.25
## 1789 2.0658 -1.10762 E3.25
## 1790 2.1441 -1.10762 E3.25
## 1791 2.2223 -1.10762 E3.25
## 1792 2.3005 -1.10762 E3.25
## 1793 2.3788 -1.10762 E3.25
## 1794 2.4570 -1.10762 E3.25
## 1795 2.5352 -1.10762 E3.25
## 1796 2.6135 -1.10762 E3.25
## 1797 2.6917 -1.10762 E3.25
## 1798 2.7699 -1.10762 E3.25
## 1799 2.8482 -1.10762 E3.25
## 1800 2.9264 -1.10762 E3.25
## 1801 -4.8186 -1.05187 E3.5
## 1802 -4.7404 -1.05187 E3.5
## 1803 -4.6622 -1.05187 E3.5
## 1804 -4.5839 -1.05187 E3.5
## 1805 -4.5057 -1.05187 E3.5
## 1806 -4.4275 -1.05187 E3.5
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## 1830 -2.5499 -1.05187 E3.5
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## 1839 -1.8458 -1.05187 E3.5
## 1840 -1.7676 -1.05187 E3.5
## 1841 -1.6893 -1.05187 E3.5
## 1842 -1.6111 -1.05187 E3.5
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## 1845 -1.3764 -1.05187 E3.5
## 1846 -1.2982 -1.05187 E3.5
## 1847 -1.2199 -1.05187 E3.5
## 1848 -1.1417 -1.05187 E3.5
## 1849 -1.0635 -1.05187 E3.5
## 1850 -0.9852 -1.05187 E3.5
## 1851 -0.9070 -1.05187 E3.5
## 1852 -0.8288 -1.05187 E3.5
## 1853 -0.7505 -1.05187 E3.5
## 1854 -0.6723 -1.05187 E3.5
## 1855 -0.5941 -1.05187 E3.5
## 1856 -0.5158 -1.05187 E3.5
## 1857 -0.4376 -1.05187 E3.5
## 1858 -0.3594 -1.05187 E3.5
## 1859 -0.2811 -1.05187 E3.5
## 1860 -0.2029 -1.05187 E3.5
## 1861 -0.1247 -1.05187 E3.5
## 1862 -0.0464 -1.05187 E3.5
## 1863 0.0318 -1.05187 E3.5
## 1864 0.1100 -1.05187 E3.25
## 1865 0.1883 -1.05187 E3.25
## 1866 0.2665 -1.05187 E3.25
## 1867 0.3447 -1.05187 E3.25
## 1868 0.4230 -1.05187 E3.25
## 1869 0.5012 -1.05187 E3.25
## 1870 0.5794 -1.05187 E3.25
## 1871 0.6577 -1.05187 E3.25
## 1872 0.7359 -1.05187 E3.25
## 1873 0.8141 -1.05187 E3.25
## 1874 0.8923 -1.05187 E3.25
## 1875 0.9706 -1.05187 E3.25
## 1876 1.0488 -1.05187 E3.25
## 1877 1.1270 -1.05187 E3.25
## 1878 1.2053 -1.05187 E3.25
## 1879 1.2835 -1.05187 E3.25
## 1880 1.3617 -1.05187 E3.25
## 1881 1.4400 -1.05187 E3.25
## 1882 1.5182 -1.05187 E3.25
## 1883 1.5964 -1.05187 E3.25
## 1884 1.6747 -1.05187 E3.25
## 1885 1.7529 -1.05187 E3.25
## 1886 1.8311 -1.05187 E3.25
## 1887 1.9094 -1.05187 E3.25
## 1888 1.9876 -1.05187 E3.25
## 1889 2.0658 -1.05187 E3.25
## 1890 2.1441 -1.05187 E3.25
## 1891 2.2223 -1.05187 E3.25
## 1892 2.3005 -1.05187 E3.25
## 1893 2.3788 -1.05187 E3.25
## 1894 2.4570 -1.05187 E3.25
## 1895 2.5352 -1.05187 E3.25
## 1896 2.6135 -1.05187 E3.25
## 1897 2.6917 -1.05187 E3.25
## 1898 2.7699 -1.05187 E3.25
## 1899 2.8482 -1.05187 E3.25
## 1900 2.9264 -1.05187 E3.25
## 1901 -4.8186 -0.99613 E3.5
## 1902 -4.7404 -0.99613 E3.5
## 1903 -4.6622 -0.99613 E3.5
## 1904 -4.5839 -0.99613 E3.5
## 1905 -4.5057 -0.99613 E3.5
## 1906 -4.4275 -0.99613 E3.5
## 1907 -4.3492 -0.99613 E3.5
## 1908 -4.2710 -0.99613 E3.5
## 1909 -4.1928 -0.99613 E3.5
## 1910 -4.1145 -0.99613 E3.5
## 1911 -4.0363 -0.99613 E3.5
## 1912 -3.9581 -0.99613 E3.5
## 1913 -3.8798 -0.99613 E3.5
## 1914 -3.8016 -0.99613 E3.5
## 1915 -3.7234 -0.99613 E3.5
## 1916 -3.6451 -0.99613 E3.5
## 1917 -3.5669 -0.99613 E3.5
## 1918 -3.4887 -0.99613 E3.5
## 1919 -3.4104 -0.99613 E3.5
## 1920 -3.3322 -0.99613 E3.5
## 1921 -3.2540 -0.99613 E3.5
## 1922 -3.1757 -0.99613 E3.5
## 1923 -3.0975 -0.99613 E3.5
## 1924 -3.0193 -0.99613 E3.5
## 1925 -2.9410 -0.99613 E3.5
## 1926 -2.8628 -0.99613 E3.5
## 1927 -2.7846 -0.99613 E3.5
## 1928 -2.7063 -0.99613 E3.5
## 1929 -2.6281 -0.99613 E3.5
## 1930 -2.5499 -0.99613 E3.5
## 1931 -2.4716 -0.99613 E3.5
## 1932 -2.3934 -0.99613 E3.5
## 1933 -2.3152 -0.99613 E3.5
## 1934 -2.2369 -0.99613 E3.5
## 1935 -2.1587 -0.99613 E3.5
## 1936 -2.0805 -0.99613 E3.5
## 1937 -2.0022 -0.99613 E3.5
## 1938 -1.9240 -0.99613 E3.5
## 1939 -1.8458 -0.99613 E3.5
## 1940 -1.7676 -0.99613 E3.5
## 1941 -1.6893 -0.99613 E3.5
## 1942 -1.6111 -0.99613 E3.5
## 1943 -1.5329 -0.99613 E3.5
## 1944 -1.4546 -0.99613 E3.5
## 1945 -1.3764 -0.99613 E3.5
## 1946 -1.2982 -0.99613 E3.5
## 1947 -1.2199 -0.99613 E3.5
## 1948 -1.1417 -0.99613 E3.5
## 1949 -1.0635 -0.99613 E3.5
## 1950 -0.9852 -0.99613 E3.5
## 1951 -0.9070 -0.99613 E3.5
## 1952 -0.8288 -0.99613 E3.5
## 1953 -0.7505 -0.99613 E3.5
## 1954 -0.6723 -0.99613 E3.5
## 1955 -0.5941 -0.99613 E3.5
## 1956 -0.5158 -0.99613 E3.5
## 1957 -0.4376 -0.99613 E3.5
## 1958 -0.3594 -0.99613 E3.5
## 1959 -0.2811 -0.99613 E3.5
## 1960 -0.2029 -0.99613 E3.5
## 1961 -0.1247 -0.99613 E3.5
## 1962 -0.0464 -0.99613 E3.5
## 1963 0.0318 -0.99613 E3.5
## 1964 0.1100 -0.99613 E3.25
## 1965 0.1883 -0.99613 E3.25
## 1966 0.2665 -0.99613 E3.25
## 1967 0.3447 -0.99613 E3.25
## 1968 0.4230 -0.99613 E3.25
## 1969 0.5012 -0.99613 E3.25
## 1970 0.5794 -0.99613 E3.25
## 1971 0.6577 -0.99613 E3.25
## 1972 0.7359 -0.99613 E3.25
## 1973 0.8141 -0.99613 E3.25
## 1974 0.8923 -0.99613 E3.25
## 1975 0.9706 -0.99613 E3.25
## 1976 1.0488 -0.99613 E3.25
## 1977 1.1270 -0.99613 E3.25
## 1978 1.2053 -0.99613 E3.25
## 1979 1.2835 -0.99613 E3.25
## 1980 1.3617 -0.99613 E3.25
## 1981 1.4400 -0.99613 E3.25
## 1982 1.5182 -0.99613 E3.25
## 1983 1.5964 -0.99613 E3.25
## 1984 1.6747 -0.99613 E3.25
## 1985 1.7529 -0.99613 E3.25
## 1986 1.8311 -0.99613 E3.25
## 1987 1.9094 -0.99613 E3.25
## 1988 1.9876 -0.99613 E3.25
## 1989 2.0658 -0.99613 E3.25
## 1990 2.1441 -0.99613 E3.25
## 1991 2.2223 -0.99613 E3.25
## 1992 2.3005 -0.99613 E3.25
## 1993 2.3788 -0.99613 E3.25
## 1994 2.4570 -0.99613 E3.25
## 1995 2.5352 -0.99613 E3.25
## 1996 2.6135 -0.99613 E3.25
## 1997 2.6917 -0.99613 E3.25
## 1998 2.7699 -0.99613 E3.25
## 1999 2.8482 -0.99613 E3.25
## 2000 2.9264 -0.99613 E3.25
## 2001 -4.8186 -0.94038 E3.5
## 2002 -4.7404 -0.94038 E3.5
## 2003 -4.6622 -0.94038 E3.5
## 2004 -4.5839 -0.94038 E3.5
## 2005 -4.5057 -0.94038 E3.5
## 2006 -4.4275 -0.94038 E3.5
## 2007 -4.3492 -0.94038 E3.5
## 2008 -4.2710 -0.94038 E3.5
## 2009 -4.1928 -0.94038 E3.5
## 2010 -4.1145 -0.94038 E3.5
## 2011 -4.0363 -0.94038 E3.5
## 2012 -3.9581 -0.94038 E3.5
## 2013 -3.8798 -0.94038 E3.5
## 2014 -3.8016 -0.94038 E3.5
## 2015 -3.7234 -0.94038 E3.5
## 2016 -3.6451 -0.94038 E3.5
## 2017 -3.5669 -0.94038 E3.5
## 2018 -3.4887 -0.94038 E3.5
## 2019 -3.4104 -0.94038 E3.5
## 2020 -3.3322 -0.94038 E3.5
## 2021 -3.2540 -0.94038 E3.5
## 2022 -3.1757 -0.94038 E3.5
## 2023 -3.0975 -0.94038 E3.5
## 2024 -3.0193 -0.94038 E3.5
## 2025 -2.9410 -0.94038 E3.5
## 2026 -2.8628 -0.94038 E3.5
## 2027 -2.7846 -0.94038 E3.5
## 2028 -2.7063 -0.94038 E3.5
## 2029 -2.6281 -0.94038 E3.5
## 2030 -2.5499 -0.94038 E3.5
## 2031 -2.4716 -0.94038 E3.5
## 2032 -2.3934 -0.94038 E3.5
## 2033 -2.3152 -0.94038 E3.5
## 2034 -2.2369 -0.94038 E3.5
## 2035 -2.1587 -0.94038 E3.5
## 2036 -2.0805 -0.94038 E3.5
## 2037 -2.0022 -0.94038 E3.5
## 2038 -1.9240 -0.94038 E3.5
## 2039 -1.8458 -0.94038 E3.5
## 2040 -1.7676 -0.94038 E3.5
## 2041 -1.6893 -0.94038 E3.5
## 2042 -1.6111 -0.94038 E3.5
## 2043 -1.5329 -0.94038 E3.5
## 2044 -1.4546 -0.94038 E3.5
## 2045 -1.3764 -0.94038 E3.5
## 2046 -1.2982 -0.94038 E3.5
## 2047 -1.2199 -0.94038 E3.5
## 2048 -1.1417 -0.94038 E3.5
## 2049 -1.0635 -0.94038 E3.5
## 2050 -0.9852 -0.94038 E3.5
## 2051 -0.9070 -0.94038 E3.5
## 2052 -0.8288 -0.94038 E3.5
## 2053 -0.7505 -0.94038 E3.5
## 2054 -0.6723 -0.94038 E3.5
## 2055 -0.5941 -0.94038 E3.5
## 2056 -0.5158 -0.94038 E3.5
## 2057 -0.4376 -0.94038 E3.5
## 2058 -0.3594 -0.94038 E3.5
## 2059 -0.2811 -0.94038 E3.5
## 2060 -0.2029 -0.94038 E3.5
## 2061 -0.1247 -0.94038 E3.5
## 2062 -0.0464 -0.94038 E3.5
## 2063 0.0318 -0.94038 E3.5
## 2064 0.1100 -0.94038 E3.25
## 2065 0.1883 -0.94038 E3.25
## 2066 0.2665 -0.94038 E3.25
## 2067 0.3447 -0.94038 E3.25
## 2068 0.4230 -0.94038 E3.25
## 2069 0.5012 -0.94038 E3.25
## 2070 0.5794 -0.94038 E3.25
## 2071 0.6577 -0.94038 E3.25
## 2072 0.7359 -0.94038 E3.25
## 2073 0.8141 -0.94038 E3.25
## 2074 0.8923 -0.94038 E3.25
## 2075 0.9706 -0.94038 E3.25
## 2076 1.0488 -0.94038 E3.25
## 2077 1.1270 -0.94038 E3.25
## 2078 1.2053 -0.94038 E3.25
## 2079 1.2835 -0.94038 E3.25
## 2080 1.3617 -0.94038 E3.25
## 2081 1.4400 -0.94038 E3.25
## 2082 1.5182 -0.94038 E3.25
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## 9838 -1.9240 3.40773 E4.5
## 9839 -1.8458 3.40773 E4.5
## 9840 -1.7676 3.40773 E4.5
## 9841 -1.6893 3.40773 E4.5
## 9842 -1.6111 3.40773 E4.5
## 9843 -1.5329 3.40773 E4.5
## 9844 -1.4546 3.40773 E4.5
## 9845 -1.3764 3.40773 E4.5
## 9846 -1.2982 3.40773 E4.5
## 9847 -1.2199 3.40773 E4.5
## 9848 -1.1417 3.40773 E4.5
## 9849 -1.0635 3.40773 E4.5
## 9850 -0.9852 3.40773 E4.5
## 9851 -0.9070 3.40773 E4.5
## 9852 -0.8288 3.40773 E4.5
## 9853 -0.7505 3.40773 E4.5
## 9854 -0.6723 3.40773 E4.5
## 9855 -0.5941 3.40773 E4.5
## 9856 -0.5158 3.40773 E4.5
## 9857 -0.4376 3.40773 E4.5
## 9858 -0.3594 3.40773 E4.5
## 9859 -0.2811 3.40773 E4.5
## 9860 -0.2029 3.40773 E4.5
## 9861 -0.1247 3.40773 E4.5
## 9862 -0.0464 3.40773 E4.5
## 9863 0.0318 3.40773 E4.5
## 9864 0.1100 3.40773 E4.5
## 9865 0.1883 3.40773 E4.5
## 9866 0.2665 3.40773 E4.5
## 9867 0.3447 3.40773 E4.5
## 9868 0.4230 3.40773 E4.5
## 9869 0.5012 3.40773 E4.5
## 9870 0.5794 3.40773 E4.5
## 9871 0.6577 3.40773 E4.5
## 9872 0.7359 3.40773 E4.5
## 9873 0.8141 3.40773 E4.5
## 9874 0.8923 3.40773 E4.5
## 9875 0.9706 3.40773 E4.5
## 9876 1.0488 3.40773 E4.5
## 9877 1.1270 3.40773 E3.25
## 9878 1.2053 3.40773 E3.25
## 9879 1.2835 3.40773 E3.25
## 9880 1.3617 3.40773 E3.25
## 9881 1.4400 3.40773 E3.25
## 9882 1.5182 3.40773 E3.25
## 9883 1.5964 3.40773 E3.25
## 9884 1.6747 3.40773 E3.25
## 9885 1.7529 3.40773 E3.25
## 9886 1.8311 3.40773 E3.25
## 9887 1.9094 3.40773 E3.25
## 9888 1.9876 3.40773 E3.25
## 9889 2.0658 3.40773 E3.25
## 9890 2.1441 3.40773 E3.25
## 9891 2.2223 3.40773 E3.25
## 9892 2.3005 3.40773 E3.25
## 9893 2.3788 3.40773 E3.25
## 9894 2.4570 3.40773 E3.25
## 9895 2.5352 3.40773 E3.25
## 9896 2.6135 3.40773 E3.25
## 9897 2.6917 3.40773 E3.25
## 9898 2.7699 3.40773 E3.25
## 9899 2.8482 3.40773 E3.25
## 9900 2.9264 3.40773 E3.25
## 9901 -4.8186 3.46347 E4.5
## 9902 -4.7404 3.46347 E4.5
## 9903 -4.6622 3.46347 E4.5
## 9904 -4.5839 3.46347 E4.5
## 9905 -4.5057 3.46347 E4.5
## 9906 -4.4275 3.46347 E4.5
## 9907 -4.3492 3.46347 E4.5
## 9908 -4.2710 3.46347 E4.5
## 9909 -4.1928 3.46347 E4.5
## 9910 -4.1145 3.46347 E4.5
## 9911 -4.0363 3.46347 E4.5
## 9912 -3.9581 3.46347 E4.5
## 9913 -3.8798 3.46347 E4.5
## 9914 -3.8016 3.46347 E4.5
## 9915 -3.7234 3.46347 E4.5
## 9916 -3.6451 3.46347 E4.5
## 9917 -3.5669 3.46347 E4.5
## 9918 -3.4887 3.46347 E4.5
## 9919 -3.4104 3.46347 E4.5
## 9920 -3.3322 3.46347 E4.5
## 9921 -3.2540 3.46347 E4.5
## 9922 -3.1757 3.46347 E4.5
## 9923 -3.0975 3.46347 E4.5
## 9924 -3.0193 3.46347 E4.5
## 9925 -2.9410 3.46347 E4.5
## 9926 -2.8628 3.46347 E4.5
## 9927 -2.7846 3.46347 E4.5
## 9928 -2.7063 3.46347 E4.5
## 9929 -2.6281 3.46347 E4.5
## 9930 -2.5499 3.46347 E4.5
## 9931 -2.4716 3.46347 E4.5
## 9932 -2.3934 3.46347 E4.5
## 9933 -2.3152 3.46347 E4.5
## 9934 -2.2369 3.46347 E4.5
## 9935 -2.1587 3.46347 E4.5
## 9936 -2.0805 3.46347 E4.5
## 9937 -2.0022 3.46347 E4.5
## 9938 -1.9240 3.46347 E4.5
## 9939 -1.8458 3.46347 E4.5
## 9940 -1.7676 3.46347 E4.5
## 9941 -1.6893 3.46347 E4.5
## 9942 -1.6111 3.46347 E4.5
## 9943 -1.5329 3.46347 E4.5
## 9944 -1.4546 3.46347 E4.5
## 9945 -1.3764 3.46347 E4.5
## 9946 -1.2982 3.46347 E4.5
## 9947 -1.2199 3.46347 E4.5
## 9948 -1.1417 3.46347 E4.5
## 9949 -1.0635 3.46347 E4.5
## 9950 -0.9852 3.46347 E4.5
## 9951 -0.9070 3.46347 E4.5
## 9952 -0.8288 3.46347 E4.5
## 9953 -0.7505 3.46347 E4.5
## 9954 -0.6723 3.46347 E4.5
## 9955 -0.5941 3.46347 E4.5
## 9956 -0.5158 3.46347 E4.5
## 9957 -0.4376 3.46347 E4.5
## 9958 -0.3594 3.46347 E4.5
## 9959 -0.2811 3.46347 E4.5
## 9960 -0.2029 3.46347 E4.5
## 9961 -0.1247 3.46347 E4.5
## 9962 -0.0464 3.46347 E4.5
## 9963 0.0318 3.46347 E4.5
## 9964 0.1100 3.46347 E4.5
## 9965 0.1883 3.46347 E4.5
## 9966 0.2665 3.46347 E4.5
## 9967 0.3447 3.46347 E4.5
## 9968 0.4230 3.46347 E4.5
## 9969 0.5012 3.46347 E4.5
## 9970 0.5794 3.46347 E4.5
## 9971 0.6577 3.46347 E4.5
## 9972 0.7359 3.46347 E4.5
## 9973 0.8141 3.46347 E4.5
## 9974 0.8923 3.46347 E4.5
## 9975 0.9706 3.46347 E4.5
## 9976 1.0488 3.46347 E4.5
## 9977 1.1270 3.46347 E4.5
## 9978 1.2053 3.46347 E3.25
## 9979 1.2835 3.46347 E3.25
## 9980 1.3617 3.46347 E3.25
## 9981 1.4400 3.46347 E3.25
## 9982 1.5182 3.46347 E3.25
## 9983 1.5964 3.46347 E3.25
## 9984 1.6747 3.46347 E3.25
## 9985 1.7529 3.46347 E3.25
## 9986 1.8311 3.46347 E3.25
## 9987 1.9094 3.46347 E3.25
## 9988 1.9876 3.46347 E3.25
## 9989 2.0658 3.46347 E3.25
## 9990 2.1441 3.46347 E3.25
## 9991 2.2223 3.46347 E3.25
## 9992 2.3005 3.46347 E3.25
## 9993 2.3788 3.46347 E3.25
## 9994 2.4570 3.46347 E3.25
## 9995 2.5352 3.46347 E3.25
## 9996 2.6135 3.46347 E3.25
## 9997 2.6917 3.46347 E3.25
## 9998 2.7699 3.46347 E3.25
## 9999 2.8482 3.46347 E3.25
## 10000 2.9264 3.46347 E3.25
ggplot() +
geom_point(aes(x = LD1, y = LD2, colour = ed), data = ec_rot) +
geom_raster(aes(x = LD1, y = LD2, fill = edhat),
data = ec_grid, alpha = 0.4, interpolate = TRUE) +
scale_x_continuous(expand = c(0, 0)) +
scale_y_continuous(expand = c(0, 0)) +
coord_fixed()
## -----------------------------------------------------------------------------
library("gridExtra")
ec_qda = qda(Embryonic.day ~ Fn1 + Timd2 + Gata4 + Sox7,
data = embryoCells)
variables = colnames(ec_qda$means)
pairs = combn(variables, 2)
lapply(seq_len(ncol(pairs)), function(i) {
grid = with(embryoCells,
expand.grid(x = make1Dgrid(get(pairs[1, i])),
y = make1Dgrid(get(pairs[2, i])))) |>
`colnames<-`(pairs[, i])
for (v in setdiff(variables, pairs[, i]))
grid[[v]] = median(embryoCells[[v]])
grid$edhat = predict(ec_qda, newdata = grid)$class
x <- pairs[1,i]
y <- pairs[2,i]
ggplot() +
geom_point(
data = embryoCells,
aes(x = .data[[x]], y = .data[[y]], colour = Embryonic.day)
) +
geom_raster(
aes(x = .data[[x]], y = .data[[y]], fill = edhat),
data = grid, alpha = 0.4, interpolate = TRUE
) +
scale_x_continuous(expand = c(0, 0)) +
scale_y_continuous(expand = c(0, 0)) +
coord_fixed() +
if (i != ncol(pairs)) theme(legend.position = "none")
}) |> (\(g) grid.arrange(grobs = g, ncol = 2))()
## -----------------------------------------------------------------------------
lda(t(Biobase::exprs(x))[, 1:1000], x$Embryonic.day)
## Warning in lda.default(x, grouping, ...): variables are collinear
## Call:
## lda(t(Biobase::exprs(x))[, 1:1000], grouping = x$Embryonic.day)
##
## Prior probabilities of groups:
## E3.25 E3.5 E4.5
## 0.525 0.297 0.178
##
## Group means:
## 1415670_at 1415671_at 1415672_at 1415673_at 1415674_a_at 1415675_at
## E3.25 7.56 10.56 10.03 6.48 8.48 8.67
## E3.5 8.10 10.43 10.24 7.07 8.11 8.75
## E4.5 8.18 9.68 9.36 6.74 8.15 8.42
## 1415676_a_at 1415677_at 1415678_at 1415679_at 1415680_at 1415681_at
## E3.25 11.1 4.46 10.59 10.3 8.59 9.20
## E3.5 11.2 4.68 11.03 10.2 8.61 9.37
## E4.5 10.9 4.51 7.98 10.4 7.33 8.44
## 1415682_at 1415683_at 1415684_at 1415685_at 1415686_at 1415687_a_at
## E3.25 6.91 8.33 6.69 4.96 7.30 9.74
## E3.5 7.70 7.99 6.80 5.55 8.07 10.08
## E4.5 8.70 6.80 5.96 4.78 7.51 8.52
## 1415688_at 1415689_s_at 1415690_at 1415691_at 1415692_s_at 1415693_at
## E3.25 7.13 3.46 8.80 6.74 9.30 6.96
## E3.5 7.78 4.67 9.75 7.07 9.60 6.97
## E4.5 7.53 4.09 8.95 6.29 9.69 7.21
## 1415694_at 1415695_at 1415696_at 1415697_at 1415698_at 1415699_a_at
## E3.25 6.36 10.8 8.58 10.35 7.24 10.3
## E3.5 6.72 11.3 8.87 10.10 8.37 10.6
## E4.5 6.39 10.5 8.67 9.32 7.86 10.7
## 1415700_a_at 1415701_x_at 1415702_a_at 1415703_at 1415704_a_at 1415705_at
## E3.25 9.11 13.8 8.62 9.54 11.0 5.43
## E3.5 9.97 13.9 8.43 10.33 11.3 6.32
## E4.5 9.00 13.7 7.75 10.09 11.2 5.92
## 1415706_at 1415707_at 1415708_at 1415709_s_at 1415710_at 1415711_at
## E3.25 8.69 9.03 5.91 7.38 9.67 7.91
## E3.5 9.36 9.17 7.93 7.46 9.85 8.79
## E4.5 9.49 8.09 7.03 7.03 8.35 8.15
## 1415712_at 1415713_a_at 1415714_a_at 1415715_at 1415716_a_at 1415717_at
## E3.25 5.43 8.03 8.80 5.36 13.6 7.26
## E3.5 5.65 8.26 9.93 5.22 13.5 8.26
## E4.5 6.26 7.25 10.06 4.67 12.7 8.37
## 1415718_at 1415719_s_at 1415720_s_at 1415721_a_at 1415722_a_at 1415723_at
## E3.25 10.69 7.70 8.03 7.77 7.77 10.68
## E3.5 9.70 7.96 7.42 7.89 8.62 10.82
## E4.5 8.66 6.86 6.97 7.16 8.35 9.19
## 1415724_a_at 1415725_at 1415726_at 1415727_at 1415728_at 1415729_at
## E3.25 9.05 6.91 6.97 8.01 7.69 6.27
## E3.5 9.78 7.71 7.64 8.16 8.58 8.22
## E4.5 8.45 8.85 7.37 7.83 8.44 7.38
## 1415730_at 1415731_at 1415732_at 1415733_a_at 1415734_at 1415735_at
## E3.25 7.99 6.10 7.39 11.6 10.7 11.3
## E3.5 8.17 6.46 7.58 11.1 10.9 11.4
## E4.5 8.29 6.96 7.21 10.8 10.4 11.8
## 1415736_at 1415737_at 1415738_at 1415739_at 1415740_at 1415741_at
## E3.25 9.34 9.50 9.39 10.42 10.47 8.01
## E3.5 9.38 9.46 10.11 10.32 10.59 8.77
## E4.5 9.26 8.57 9.31 9.16 9.85 8.86
## 1415742_at 1415743_at 1415744_at 1415745_a_at 1415746_at 1415747_s_at
## E3.25 7.79 4.93 10.27 7.61 8.51 9.15
## E3.5 7.97 4.97 9.35 7.89 9.06 9.33
## E4.5 7.40 5.48 8.94 7.64 8.51 10.01
## 1415748_a_at 1415749_a_at 1415750_at 1415751_at 1415752_at 1415753_at
## E3.25 7.10 7.37 7.64 6.94 10.13 9.02
## E3.5 7.35 7.74 7.85 7.01 10.38 9.60
## E4.5 7.17 8.16 8.39 5.61 9.63 8.80
## 1415754_at 1415755_a_at 1415756_a_at 1415757_at 1415758_at 1415759_a_at
## E3.25 10.5 10.44 5.79 7.01 5.79 10.2
## E3.5 10.5 10.49 6.86 7.21 7.37 10.5
## E4.5 10.1 9.86 6.16 7.42 6.62 10.3
## 1415760_s_at 1415761_at 1415762_x_at 1415763_a_at 1415764_at 1415765_at
## E3.25 10.7 9.92 9.90 9.74 8.87 7.81
## E3.5 10.8 9.67 9.66 9.96 9.78 7.26
## E4.5 10.4 8.83 8.88 8.57 8.56 6.32
## 1415766_at 1415767_at 1415768_a_at 1415769_at 1415770_at 1415771_at
## E3.25 5.89 6.36 7.48 6.43 7.97 9.12
## E3.5 5.65 7.71 8.50 7.04 8.53 10.90
## E4.5 5.97 7.44 8.05 6.71 8.27 10.62
## 1415772_at 1415773_at 1415774_at 1415775_at 1415776_at 1415777_at
## E3.25 9.14 4.37 7.10 11.9 5.59 3.84
## E3.5 9.13 5.15 7.57 11.8 5.52 3.65
## E4.5 8.43 4.87 7.65 11.6 5.61 3.83
## 1415778_at 1415779_s_at 1415780_a_at 1415781_a_at 1415782_at 1415783_at
## E3.25 11.2 13.3 3.87 13.3 12.0 10.18
## E3.5 11.8 13.3 3.73 13.1 12.2 10.85
## E4.5 11.8 13.1 4.02 12.8 12.1 9.87
## 1415784_at 1415785_a_at 1415786_at 1415787_at 1415788_at 1415789_a_at
## E3.25 4.14 11.1 3.92 5.99 8.29 3.04
## E3.5 4.13 11.9 3.74 7.28 8.06 3.34
## E4.5 4.36 11.5 4.01 7.85 6.45 2.90
## 1415790_at 1415791_at 1415792_at 1415793_at 1415794_a_at 1415795_at
## E3.25 4.80 7.94 7.79 6.60 7.08 5.50
## E3.5 4.80 8.35 7.76 6.44 8.33 5.31
## E4.5 4.63 7.06 7.98 6.21 7.94 5.90
## 1415796_at 1415797_at 1415798_at 1415799_at 1415800_at 1415801_at
## E3.25 9.04 5.58 5.09 9.19 10.39 3.09
## E3.5 8.93 5.27 4.92 9.74 11.19 3.03
## E4.5 8.23 5.78 5.21 8.96 7.99 3.03
## 1415802_at 1415803_at 1415804_at 1415805_at 1415806_at 1415807_s_at
## E3.25 7.54 5.09 5.36 4.97 5.07 8.03
## E3.5 8.16 5.06 5.29 4.75 4.99 8.12
## E4.5 8.84 5.52 5.39 4.81 6.11 8.16
## 1415808_at 1415809_at 1415810_at 1415811_at 1415812_at 1415813_at
## E3.25 3.89 2.53 7.35 3.98 5.64 9.32
## E3.5 3.79 2.44 8.32 3.95 5.10 9.36
## E4.5 3.84 2.65 8.95 3.83 5.28 8.62
## 1415814_at 1415815_at 1415816_at 1415817_s_at 1415818_at 1415819_a_at
## E3.25 9.29 2.93 12.4 11.2 6.29 9.29
## E3.5 9.72 2.85 12.5 11.4 7.06 10.46
## E4.5 9.37 3.01 12.1 11.1 6.37 10.03
## 1415820_x_at 1415821_at 1415822_at 1415823_at 1415824_at 1415825_s_at
## E3.25 9.75 6.38 11.0 4.20 3.19 6.08
## E3.5 10.23 7.17 11.0 4.29 3.11 7.16
## E4.5 10.43 6.08 11.1 5.24 3.08 6.92
## 1415826_at 1415827_a_at 1415828_a_at 1415829_at 1415830_at 1415831_at
## E3.25 6.27 8.77 10.05 9.30 7.62 10.02
## E3.5 6.76 8.95 9.28 8.65 8.48 10.46
## E4.5 6.00 9.42 8.95 8.95 6.63 9.89
## 1415832_at 1415833_x_at 1415834_at 1415835_at 1415836_at 1415837_at
## E3.25 2.18 14.5 2.73 3.05 4.19 2.70
## E3.5 2.23 14.5 3.20 2.50 5.45 2.79
## E4.5 2.36 13.9 3.89 2.37 5.51 2.56
## 1415838_at 1415839_a_at 1415840_at 1415841_at 1415842_at 1415843_at
## E3.25 3.89 12.7 7.09 8.51 6.16 4.82
## E3.5 5.06 13.1 7.86 8.22 5.87 4.60
## E4.5 4.58 12.9 8.84 7.52 5.88 4.33
## 1415844_at 1415845_at 1415846_a_at 1415847_at 1415848_at 1415849_s_at
## E3.25 2.29 3.48 2.71 3.87 5.73 9.73
## E3.5 2.31 3.51 2.87 3.76 5.70 11.03
## E4.5 2.43 3.71 2.97 4.22 5.89 10.62
## 1415850_at 1415851_a_at 1415852_at 1415853_at 1415854_at 1415855_at
## E3.25 3.42 11.9 10.8 6.46 2.91 2.33
## E3.5 3.30 11.3 10.7 6.05 2.85 2.32
## E4.5 3.18 11.1 10.6 7.82 2.97 2.46
## 1415856_at 1415857_at 1415858_at 1415859_at 1415860_at 1415861_at
## E3.25 3.73 4.72 11.6 5.31 11.4 2.64
## E3.5 4.58 5.58 11.8 5.39 11.5 2.60
## E4.5 6.16 6.73 11.3 5.18 10.1 2.82
## 1415862_at 1415863_at 1415864_at 1415865_s_at 1415866_at 1415867_at
## E3.25 3.22 11.3 2.70 3.84 6.20 11.6
## E3.5 3.13 11.9 2.93 4.09 5.44 12.0
## E4.5 3.39 10.8 2.65 4.16 5.60 11.5
## 1415868_at 1415869_a_at 1415870_at 1415871_at 1415872_at 1415873_a_at
## E3.25 3.08 11.9 8.53 3.68 10.5 8.75
## E3.5 3.06 12.7 8.95 3.64 11.7 9.16
## E4.5 2.78 12.4 9.26 3.62 11.6 8.73
## 1415874_at 1415875_at 1415876_a_at 1415877_at 1415878_at 1415879_a_at
## E3.25 5.77 3.15 13.5 3.85 9.10 13.9
## E3.5 5.92 3.09 13.6 3.76 9.66 13.9
## E4.5 6.18 3.34 13.6 3.87 9.32 13.8
## 1415880_a_at 1415881_at 1415882_at 1415883_a_at 1415884_at 1415885_at
## E3.25 11.8 8.65 11.14 4.53 5.60 3.24
## E3.5 12.1 9.18 11.19 4.54 5.53 3.12
## E4.5 11.8 7.83 9.63 4.70 5.43 3.35
## 1415886_at 1415887_at 1415888_at 1415889_a_at 1415890_at 1415891_at
## E3.25 6.52 10.26 9.26 8.43 4.09 10.6
## E3.5 6.20 10.39 9.76 9.90 4.48 10.9
## E4.5 6.56 9.82 9.46 9.01 5.28 10.4
## 1415892_at 1415893_at 1415894_at 1415895_at 1415896_x_at 1415897_a_at
## E3.25 6.86 4.07 4.12 11.0 11.0 2.14
## E3.5 8.68 4.85 3.98 11.2 11.3 2.12
## E4.5 8.00 4.56 4.06 10.5 10.5 2.14
## 1415898_at 1415899_at 1415900_a_at 1415901_at 1415902_at 1415903_at
## E3.25 2.99 5.41 4.27 7.60 3.12 5.67
## E3.5 2.97 7.05 4.26 7.67 3.05 5.44
## E4.5 3.12 6.41 4.47 7.96 3.16 5.70
## 1415904_at 1415905_at 1415906_at 1415907_at 1415908_at 1415909_at
## E3.25 3.57 3.22 5.39 9.74 4.23 9.68
## E3.5 3.85 3.52 5.68 10.95 5.28 10.06
## E4.5 5.92 3.25 8.97 10.80 5.35 9.11
## 1415910_s_at 1415911_at 1415912_a_at 1415913_at 1415914_at 1415915_at
## E3.25 8.79 6.31 12.9 5.50 12.3 9.64
## E3.5 8.47 7.27 13.1 5.99 12.6 9.95
## E4.5 8.06 7.35 13.1 5.11 12.4 9.60
## 1415916_a_at 1415917_at 1415918_a_at 1415919_at 1415920_at 1415921_a_at
## E3.25 10.61 9.39 8.60 5.71 7.40 3.49
## E3.5 10.94 10.26 8.13 5.32 7.66 3.23
## E4.5 9.99 9.81 7.64 4.77 7.07 3.26
## 1415922_s_at 1415923_at 1415924_at 1415925_a_at 1415926_at 1415927_at
## E3.25 11.5 2.59 2.77 9.00 7.74 5.52
## E3.5 11.4 2.54 2.71 9.46 8.78 5.46
## E4.5 11.1 2.50 2.82 9.41 8.59 5.69
## 1415928_a_at 1415929_at 1415930_a_at 1415931_at 1415932_x_at 1415933_a_at
## E3.25 11.6 9.2 13.7 2.96 6.30 12.7
## E3.5 11.5 10.3 13.5 2.70 6.34 12.6
## E4.5 10.6 10.2 12.4 3.04 6.52 13.0
## 1415934_at 1415935_at 1415936_at 1415937_s_at 1415938_at 1415939_at
## E3.25 9.19 2.79 4.60 3.38 2.74 3.56
## E3.5 9.31 2.94 5.65 4.24 3.00 3.42
## E4.5 8.66 2.89 5.69 4.76 4.17 3.42
## 1415940_at 1415941_s_at 1415942_at 1415943_at 1415944_at 1415945_at
## E3.25 8.58 7.87 13.1 4.33 5.14 9.52
## E3.5 8.38 7.33 13.5 4.95 5.10 10.14
## E4.5 8.29 6.84 13.6 4.72 5.02 10.07
## 1415946_at 1415947_at 1415948_at 1415949_at 1415950_a_at 1415951_at
## E3.25 8.40 8.91 6.66 3.77 10.9 4.48
## E3.5 8.77 9.61 8.69 4.75 11.1 4.28
## E4.5 7.33 6.49 6.63 4.23 11.0 4.69
## 1415952_at 1415953_s_at 1415954_at 1415955_x_at 1415956_a_at 1415957_a_at
## E3.25 6.73 6.19 2.25 5.56 8.67 3.72
## E3.5 6.82 6.21 2.25 5.53 9.41 3.70
## E4.5 6.90 6.44 2.46 5.52 7.98 4.21
## 1415958_at 1415959_at 1415960_at 1415961_at 1415962_at 1415963_at
## E3.25 5.79 4.96 3.98 5.71 11.3 9.00
## E3.5 5.54 4.82 3.97 6.38 11.3 9.68
## E4.5 5.48 5.12 3.82 7.06 10.9 9.73
## 1415964_at 1415965_at 1415966_a_at 1415967_at 1415968_a_at 1415969_s_at
## E3.25 9.19 8.75 10.54 10.0 5.55 2.25
## E3.5 9.34 8.27 10.37 10.5 5.56 2.18
## E4.5 10.09 6.34 9.75 10.3 5.22 2.35
## 1415970_at 1415971_at 1415972_at 1415973_at 1415974_at 1415975_at
## E3.25 12.6 9.63 5.47 7.25 10.23 4.98
## E3.5 12.9 10.44 6.46 8.43 10.23 5.44
## E4.5 12.3 7.80 5.74 4.85 9.33 6.84
## 1415976_a_at 1415977_at 1415978_at 1415979_x_at 1415980_at 1415981_at
## E3.25 7.73 12.1 3.22 13.2 10.7 4.91
## E3.5 8.17 11.8 3.41 13.3 11.3 6.10
## E4.5 7.63 10.8 5.20 13.3 11.5 5.37
## 1415982_at 1415983_at 1415984_at 1415985_at 1415986_at 1415987_at
## E3.25 5.03 6.03 10.26 9.69 5.40 10.59
## E3.5 4.77 6.58 10.37 10.51 4.82 10.67
## E4.5 5.72 5.62 9.18 10.50 4.75 9.51
## 1415988_at 1415989_at 1415990_at 1415991_a_at 1415992_at 1415993_at
## E3.25 4.36 5.95 10.7 10.17 7.34 7.94
## E3.5 4.33 5.87 11.2 10.49 7.67 7.08
## E4.5 4.44 6.21 11.2 9.48 7.09 8.16
## 1415994_at 1415995_at 1415996_at 1415997_at 1415998_at 1415999_at
## E3.25 3.53 8.62 5.31 4.77 5.56 5.37
## E3.5 3.43 9.36 5.26 4.70 6.86 5.34
## E4.5 3.57 5.58 7.63 5.02 8.85 5.20
## 1416000_a_at 1416001_a_at 1416002_x_at 1416003_at 1416004_at 1416005_at
## E3.25 12.1 8.29 5.46 2.43 9.96 9.8
## E3.5 13.0 8.45 5.39 2.17 10.57 10.0
## E4.5 12.5 8.96 6.55 2.27 9.32 9.0
## 1416006_at 1416007_at 1416008_at 1416009_at 1416010_a_at 1416011_x_at
## E3.25 6.57 6.56 8.41 7.89 8.45 7.75
## E3.5 8.50 7.16 8.24 8.90 7.69 7.72
## E4.5 7.96 2.76 3.33 8.27 8.52 8.22
## 1416012_at 1416013_at 1416014_at 1416015_s_at 1416016_at 1416017_at
## E3.25 6.58 8.85 6.85 8.42 4.84 6.54
## E3.5 6.42 8.70 7.11 8.68 4.44 7.09
## E4.5 7.30 7.81 7.33 7.47 4.57 7.50
## 1416018_at 1416019_at 1416020_a_at 1416021_a_at 1416022_at 1416023_at
## E3.25 7.22 4.42 12.0 12.7 10.14 9.20
## E3.5 7.45 3.71 12.2 13.1 11.36 7.32
## E4.5 5.85 3.89 12.0 10.5 9.12 9.33
## 1416024_x_at 1416025_at 1416026_a_at 1416027_at 1416028_a_at 1416029_at
## E3.25 12.6 4.34 13.0 10.3 9.98 5.38
## E3.5 12.6 4.39 13.1 10.6 9.47 5.86
## E4.5 12.4 4.45 13.0 10.4 10.15 5.60
## 1416030_a_at 1416031_s_at 1416032_at 1416033_at 1416034_at 1416035_at
## E3.25 9.7 9.81 6.17 4.34 3.48 6.16
## E3.5 10.4 10.24 5.91 4.13 4.02 6.25
## E4.5 10.2 10.18 6.53 4.13 3.94 5.11
## 1416036_at 1416037_a_at 1416038_at 1416039_x_at 1416040_at 1416041_at
## E3.25 7.33 11.6 4.20 5.08 3.16 8.27
## E3.5 7.52 12.2 4.26 5.45 3.15 9.04
## E4.5 8.70 12.0 4.52 5.68 3.18 9.82
## 1416042_s_at 1416043_at 1416044_at 1416045_a_at 1416046_a_at 1416047_at
## E3.25 10.8 3.49 7.73 7.67 5.73 3.42
## E3.5 11.1 3.79 7.50 7.95 5.41 3.35
## E4.5 10.6 4.35 7.19 7.77 5.60 3.54
## 1416048_at 1416049_at 1416050_a_at 1416051_at 1416052_at 1416053_at
## E3.25 6.60 9.73 5.80 5.42 10.3 2.08
## E3.5 6.87 9.60 6.44 5.01 11.3 2.08
## E4.5 6.18 9.62 7.62 5.40 10.7 2.21
## 1416054_at 1416055_at 1416056_a_at 1416057_at 1416058_s_at 1416059_at
## E3.25 13.5 2.28 11.4 10.1 11.9 9.27
## E3.5 13.5 2.29 11.3 10.8 12.2 9.88
## E4.5 13.5 2.32 11.4 11.3 12.2 9.26
## 1416060_at 1416061_at 1416062_at 1416063_x_at 1416064_a_at 1416065_a_at
## E3.25 8.30 8.42 4.60 2.34 10.5 8.93
## E3.5 8.66 8.70 4.53 2.32 11.4 8.78
## E4.5 8.03 7.56 4.50 2.50 10.8 8.46
## 1416066_at 1416067_at 1416068_at 1416069_at 1416070_a_at 1416071_at
## E3.25 10.1 8.03 9.51 4.62 9.42 9.20
## E3.5 10.5 8.10 10.35 4.83 9.47 10.09
## E4.5 11.3 6.40 9.86 7.58 8.88 9.64
## 1416072_at 1416073_a_at 1416074_a_at 1416075_at 1416076_at 1416077_at
## E3.25 2.52 10.01 13.5 6.44 9.90 3.92
## E3.5 2.58 10.28 13.6 5.98 9.82 4.05
## E4.5 2.56 9.68 13.4 6.02 9.58 3.62
## 1416078_s_at 1416079_a_at 1416080_at 1416081_at 1416082_at 1416083_at
## E3.25 8.98 7.79 5.02 2.65 11.8 8.33
## E3.5 9.30 8.53 5.08 2.69 12.1 8.37
## E4.5 9.04 7.65 5.13 2.75 11.3 6.78
## 1416084_at 1416085_s_at 1416086_at 1416087_at 1416088_a_at 1416089_at
## E3.25 7.54 10.18 7.06 8.48 11.4 10.3
## E3.5 7.16 8.88 7.08 8.46 11.3 10.1
## E4.5 6.56 6.59 6.74 8.34 12.0 11.3
## 1416090_at 1416091_at 1416092_a_at 1416093_a_at 1416094_at 1416095_x_at
## E3.25 11.7 7.19 7.92 9.47 6.93 9.88
## E3.5 11.5 7.95 8.36 9.81 7.48 10.58
## E4.5 11.5 8.28 8.27 10.08 7.11 10.07
## 1416096_at 1416097_at 1416098_at 1416099_at 1416100_at 1416101_a_at
## E3.25 7.33 4.22 5.49 12.9 11.0 4.56
## E3.5 7.52 4.08 5.15 13.1 11.2 4.28
## E4.5 6.49 3.94 5.43 13.0 10.6 4.13
## 1416102_at 1416103_at 1416104_at 1416105_at 1416106_at 1416107_at
## E3.25 5.46 7.48 7.58 2.97 8.57 4.07
## E3.5 6.16 7.31 8.07 3.22 8.78 4.06
## E4.5 6.36 8.02 7.13 3.60 7.79 4.37
## 1416108_a_at 1416109_at 1416110_at 1416111_at 1416112_at 1416113_at
## E3.25 4.33 7.83 7.39 3.47 11.5 8.82
## E3.5 4.66 8.14 7.77 3.28 11.8 9.05
## E4.5 5.46 7.32 7.75 3.52 11.4 8.81
## 1416114_at 1416115_at 1416116_at 1416117_at 1416118_at 1416119_at
## E3.25 3.73 7.75 3.98 5.47 6.61 12.5
## E3.5 3.72 8.61 4.38 5.30 7.64 13.0
## E4.5 3.82 7.35 4.83 5.66 6.03 13.1
## 1416120_at 1416121_at 1416122_at 1416123_at 1416124_at 1416125_at
## E3.25 8.08 3.67 4.36 3.02 2.36 7.01
## E3.5 8.11 3.48 4.49 2.63 2.29 8.04
## E4.5 7.05 3.92 4.43 2.88 2.54 6.93
## 1416126_at 1416127_a_at 1416128_at 1416129_at 1416130_at 1416131_s_at
## E3.25 8.48 9.81 8.21 4.14 4.83 5.70
## E3.5 8.58 9.67 7.95 4.32 4.72 6.45
## E4.5 7.59 8.35 7.05 4.53 5.09 4.83
## 1416132_at 1416133_at 1416134_at 1416135_at 1416136_at 1416137_at
## E3.25 3.36 8.14 5.43 10.5 4.05 7.21
## E3.5 3.50 8.95 5.31 10.8 3.96 7.09
## E4.5 3.21 7.72 6.33 10.4 4.05 5.27
## 1416138_at 1416139_at 1416140_a_at 1416141_a_at 1416142_at 1416143_at
## E3.25 10.76 4.89 8.76 14.1 7.47 11.7
## E3.5 10.73 4.95 8.52 14.2 7.67 12.0
## E4.5 8.86 5.24 9.08 14.0 6.09 11.9
## 1416144_a_at 1416145_at 1416146_at 1416147_at 1416148_at 1416149_at
## E3.25 11.0 10.4 11.1 4.82 6.97 3.32
## E3.5 11.2 11.4 11.3 4.82 7.82 3.47
## E4.5 10.2 10.8 10.8 4.86 6.17 3.28
## 1416150_a_at 1416151_at 1416152_a_at 1416153_at 1416154_at 1416155_at
## E3.25 10.9 6.46 7.28 9.43 3.08 8.12
## E3.5 11.3 6.80 8.99 9.70 2.99 9.09
## E4.5 11.1 6.48 7.97 8.83 3.07 7.55
## 1416156_at 1416157_at 1416158_at 1416159_at 1416160_at 1416161_at
## E3.25 7.54 3.76 1.91 4.47 2.33 10.18
## E3.5 7.84 3.95 1.89 4.36 2.18 10.77
## E4.5 6.43 4.08 1.99 4.40 2.28 9.56
## 1416162_at 1416163_at 1416164_at 1416165_at 1416166_a_at 1416167_at
## E3.25 3.94 9.19 4.08 6.36 7.46 9.01
## E3.5 4.08 9.52 4.36 5.88 7.27 9.79
## E4.5 5.13 8.79 4.33 5.40 6.72 9.97
## 1416168_at 1416169_at 1416170_at 1416171_at 1416172_at 1416173_at
## E3.25 3.59 2.78 7.81 9.98 9.17 4.16
## E3.5 3.56 2.77 8.27 10.44 9.35 4.23
## E4.5 3.39 2.99 8.37 9.44 9.67 4.56
## 1416174_at 1416175_a_at 1416176_at 1416177_at 1416178_a_at 1416179_a_at
## E3.25 3.30 10.3 9.96 10.4 4.82 9.04
## E3.5 3.41 10.7 10.18 10.9 4.80 9.65
## E4.5 3.47 10.8 8.48 10.4 4.92 8.33
## 1416180_a_at 1416181_at 1416182_at 1416183_a_at 1416184_s_at 1416185_a_at
## E3.25 2.64 10.4 8.67 6.92 10.03 10.4
## E3.5 3.42 11.1 8.31 6.83 9.92 10.7
## E4.5 2.63 10.6 7.26 7.64 10.23 10.6
## 1416186_at 1416187_s_at 1416188_at 1416189_a_at 1416190_a_at 1416191_at
## E3.25 4.84 6.23 3.88 11.1 2.50 4.00
## E3.5 6.14 7.09 3.92 11.0 2.61 3.88
## E4.5 5.63 6.50 4.00 10.9 2.65 4.07
## 1416192_at 1416193_at 1416194_at 1416195_at 1416196_at 1416197_at
## E3.25 5.49 3.56 4.73 6.10 3.14 11.1
## E3.5 4.64 3.53 4.57 6.01 2.80 11.1
## E4.5 5.24 3.32 4.48 6.13 2.91 10.7
## 1416198_at 1416199_at 1416200_at 1416201_at 1416202_at 1416203_at
## E3.25 7.74 7.52 2.91 4.47 10.6 2.90
## E3.5 7.50 8.50 2.53 5.93 11.0 2.87
## E4.5 7.41 7.75 3.49 6.05 10.4 3.10
## 1416204_at 1416205_at 1416206_at 1416207_at 1416208_at 1416209_at
## E3.25 3.92 7.62 5.36 7.18 8.52 9.62
## E3.5 3.98 9.13 5.62 6.90 9.67 10.50
## E4.5 4.24 7.75 5.73 7.22 8.01 9.51
## 1416210_at 1416211_a_at 1416212_at 1416213_x_at 1416214_at 1416215_at
## E3.25 9.31 3.90 11.1 7.63 10.2 3.61
## E3.5 9.14 3.77 11.7 8.39 10.6 4.24
## E4.5 9.69 3.96 11.8 7.70 10.7 3.64
## 1416216_at 1416217_a_at 1416218_x_at 1416219_at 1416220_at 1416221_at
## E3.25 7.72 13.8 7.94 12.9 10.3 3.58
## E3.5 8.41 13.9 7.66 13.0 10.8 3.37
## E4.5 7.83 13.7 7.68 12.9 10.6 3.63
## 1416222_at 1416223_at 1416224_at 1416225_at 1416226_at 1416227_at
## E3.25 7.67 6.75 8.38 4.60 9.8 5.68
## E3.5 8.25 6.40 8.21 4.52 10.4 5.69
## E4.5 7.51 6.17 7.47 4.44 10.2 5.91
## 1416228_at 1416229_at 1416230_at 1416231_at 1416232_at 1416233_at
## E3.25 8.72 9.28 7.90 6.49 2.07 12.0
## E3.5 10.10 8.28 6.79 7.32 2.21 11.9
## E4.5 10.16 6.75 4.95 7.10 2.13 11.9
## 1416234_at 1416235_at 1416236_a_at 1416237_at 1416238_at 1416239_at
## E3.25 11.0 10.28 7.34 5.17 3.24 7.69
## E3.5 11.3 10.32 8.18 4.94 3.22 6.93
## E4.5 10.7 8.54 8.30 5.32 2.97 7.17
## 1416240_at 1416241_at 1416242_at 1416243_a_at 1416244_a_at 1416245_at
## E3.25 10.0 9.00 2.14 12.9 11.4 10.1
## E3.5 10.6 9.21 2.13 12.9 11.6 10.5
## E4.5 10.2 9.05 2.61 12.9 11.2 10.6
## 1416246_a_at 1416247_at 1416248_at 1416249_at 1416250_at 1416251_at
## E3.25 3.60 8.33 9.00 8.30 4.72 10.0
## E3.5 3.59 8.90 9.27 8.19 4.56 10.7
## E4.5 4.07 8.93 8.87 6.26 4.69 10.9
## 1416252_at 1416253_at 1416254_a_at 1416255_at 1416256_a_at 1416257_at
## E3.25 9.47 4.56 7.06 4.02 10.6 3.56
## E3.5 9.84 4.32 7.22 5.44 11.8 3.09
## E4.5 9.33 6.06 6.76 3.53 11.7 4.24
## 1416258_at 1416259_at 1416260_a_at 1416261_at 1416262_at 1416263_at
## E3.25 8.23 5.27 8.94 6.12 4.03 5.13
## E3.5 8.36 5.53 8.64 7.04 4.15 4.91
## E4.5 8.75 4.16 7.46 5.72 3.33 5.01
## 1416264_at 1416265_at 1416266_at 1416267_at 1416268_at 1416269_at
## E3.25 6.07 6.68 3.58 3.61 4.76 11.6
## E3.5 6.03 7.71 3.50 4.58 3.97 12.1
## E4.5 6.23 5.71 3.76 4.28 5.68 12.1
## 1416270_at 1416271_at 1416272_at 1416273_at 1416274_at 1416275_at
## E3.25 9.61 7.35 8.44 5.59 4.82 5.03
## E3.5 9.71 5.28 8.64 5.57 5.05 4.91
## E4.5 9.26 3.60 8.63 5.70 5.54 5.44
## 1416276_a_at 1416277_a_at 1416278_a_at 1416279_at 1416280_at 1416281_at
## E3.25 13.4 14.0 10.6 8.60 10.3 9.35
## E3.5 13.6 14.1 10.8 8.38 11.2 9.28
## E4.5 13.7 13.9 10.9 8.61 11.3 8.24
## 1416282_at 1416283_at 1416284_at 1416285_at 1416286_at 1416287_at
## E3.25 11.2 8.72 9.85 11.0 2.86 4.57
## E3.5 11.1 9.42 9.94 11.5 2.78 4.45
## E4.5 10.3 8.86 9.53 10.7 3.03 4.53
## 1416288_at 1416289_at 1416290_a_at 1416291_at 1416292_at 1416293_at
## E3.25 12.6 6.69 12.1 10.75 7.99 5.35
## E3.5 12.7 6.61 11.7 10.85 8.17 5.27
## E4.5 11.8 6.31 10.3 9.79 7.88 5.52
## 1416294_at 1416295_a_at 1416296_at 1416297_s_at 1416298_at 1416299_at
## E3.25 8.54 3.14 4.85 4.22 4.48 8.65
## E3.5 8.64 4.27 5.61 4.22 4.32 8.70
## E4.5 8.35 4.08 5.87 4.28 4.42 8.18
## 1416300_a_at 1416301_a_at 1416302_at 1416303_at 1416304_at 1416305_at
## E3.25 12.2 2.15 2.53 9.14 7.68 6.88
## E3.5 12.2 2.21 2.64 8.12 7.04 7.43
## E4.5 12.0 2.27 2.66 7.19 6.72 7.07
## 1416306_at 1416307_at 1416308_at 1416309_at 1416310_at 1416311_s_at
## E3.25 2.58 6.88 7.30 7.14 3.14 5.73
## E3.5 2.50 7.98 8.98 8.10 3.15 6.18
## E4.5 2.76 7.35 8.05 6.55 3.29 7.12
## 1416312_at 1416313_at 1416314_at 1416315_at 1416316_at 1416317_a_at
## E3.25 9.31 4.96 4.18 7.19 4.14 5.11
## E3.5 9.26 4.27 4.17 6.89 4.13 5.22
## E4.5 9.25 4.51 4.17 6.69 4.11 5.36
## 1416318_at 1416319_at 1416320_at 1416321_s_at 1416322_at 1416323_at
## E3.25 2.79 5.49 6.28 4.71 4.81 4.45
## E3.5 3.10 5.63 6.41 4.66 4.61 4.83
## E4.5 3.63 5.98 5.65 4.90 4.76 5.16
## 1416324_s_at 1416325_at 1416326_at 1416327_at 1416328_a_at 1416329_at
## E3.25 6.13 1.93 9.31 9.06 10.8 8.08
## E3.5 5.86 2.02 8.39 9.20 10.7 8.29
## E4.5 6.39 3.59 7.64 9.30 11.1 7.83
## 1416330_at 1416331_a_at 1416332_at 1416333_at 1416334_at 1416335_at
## E3.25 3.42 8.09 5.17 5.40 3.99 11.2
## E3.5 3.34 8.44 5.56 5.32 4.05 11.6
## E4.5 4.30 8.04 5.28 6.61 4.00 12.4
## 1416336_s_at 1416337_at 1416338_at 1416339_a_at 1416340_a_at 1416341_at
## E3.25 10.1 10.3 8.43 8.73 8.18 10.3
## E3.5 10.3 10.8 8.76 9.32 7.94 10.5
## E4.5 10.6 10.8 8.59 9.64 6.47 10.1
## 1416342_at 1416343_a_at 1416344_at 1416345_at 1416346_at 1416347_at
## E3.25 3.43 6.45 7.18 9.47 8.25 7.33
## E3.5 3.41 5.79 7.15 9.37 7.98 7.46
## E4.5 3.41 5.18 7.02 9.98 8.73 7.98
## 1416348_at 1416349_at 1416350_at 1416351_at 1416352_s_at 1416353_at
## E3.25 4.23 8.85 6.23 8.38 9.6 8.76
## E3.5 4.82 8.84 5.91 9.34 10.4 8.71
## E4.5 6.07 8.55 6.93 8.53 10.3 7.72
## 1416354_at 1416355_at 1416356_at 1416357_a_at 1416358_at 1416359_at
## E3.25 7.10 2.59 6.03 4.99 6.54 7.84
## E3.5 6.50 2.47 6.34 4.89 7.19 9.09
## E4.5 5.68 2.65 6.66 5.34 7.25 7.76
## 1416360_at 1416361_a_at 1416362_a_at 1416363_at 1416364_at 1416365_at
## E3.25 5.29 2.60 9.89 5.36 13.1 9.05
## E3.5 5.46 2.61 10.16 5.09 13.2 8.70
## E4.5 5.66 2.56 10.47 5.71 12.7 8.75
## 1416366_at 1416367_at 1416368_at 1416369_at 1416370_at 1416371_at
## E3.25 7.55 7.78 7.82 7.54 6.18 4.41
## E3.5 8.84 7.98 9.89 8.42 5.75 4.36
## E4.5 10.11 7.61 11.05 7.33 4.65 4.75
## 1416372_at 1416373_at 1416374_at 1416375_at 1416376_at 1416377_at
## E3.25 8.59 7.83 5.11 4.32 7.69 6.88
## E3.5 9.81 8.79 6.18 3.76 8.34 7.26
## E4.5 8.67 6.89 5.86 3.86 8.58 6.79
## 1416378_at 1416379_at 1416380_at 1416381_a_at 1416382_at 1416383_a_at
## E3.25 7.64 7.77 5.17 10.00 10.84 5.51
## E3.5 7.49 7.68 6.03 9.47 10.44 5.79
## E4.5 6.07 6.68 6.98 8.16 8.84 6.07
## 1416384_a_at 1416385_a_at 1416386_a_at 1416387_at 1416388_at 1416389_a_at
## E3.25 9.59 9.26 5.74 8.68 4.67 3.04
## E3.5 9.65 9.52 6.07 8.66 4.73 3.26
## E4.5 8.91 9.49 6.49 9.64 5.29 3.92
## 1416390_at 1416391_at 1416392_a_at 1416393_at 1416394_at 1416395_at
## E3.25 2.33 5.35 12.7 10.6 9.64 9.19
## E3.5 2.14 5.34 12.8 11.1 9.54 9.22
## E4.5 2.71 5.06 12.7 11.4 7.78 8.60
## 1416396_at 1416397_at 1416398_at 1416399_a_at 1416400_at 1416401_at
## E3.25 5.25 5.83 2.76 8.22 7.11 5.73
## E3.5 4.91 6.02 3.03 7.82 6.50 5.50
## E4.5 5.21 5.58 2.75 7.66 5.90 5.86
## 1416402_at 1416403_at 1416404_s_at 1416405_at 1416406_at 1416407_at
## E3.25 6.88 3.95 13.6 5.21 5.89 4.81
## E3.5 7.47 3.98 13.7 5.04 5.92 4.85
## E4.5 7.69 4.33 13.7 5.42 6.31 4.82
## 1416408_at 1416409_at 1416410_at 1416411_at 1416412_at 1416413_at
## E3.25 7.28 6.65 8.39 3.10 6.16 2.67
## E3.5 7.55 6.52 8.16 3.79 6.94 2.68
## E4.5 6.53 6.42 7.97 3.73 6.07 2.84
## 1416414_at 1416415_a_at 1416416_x_at 1416417_a_at 1416418_at 1416419_s_at
## E3.25 3.97 12.7 5.22 10.8 4.19 7.87
## E3.5 3.63 13.4 5.72 10.5 4.29 7.71
## E4.5 3.98 13.3 6.17 10.0 3.63 6.03
## 1416420_a_at 1416421_a_at 1416422_a_at 1416423_x_at 1416424_at 1416425_at
## E3.25 13.3 3.18 7.80 7.57 6.40 7.84
## E3.5 13.5 3.35 7.61 7.62 7.13 7.64
## E4.5 13.5 4.11 5.35 5.28 7.51 6.28
## 1416426_at 1416427_at 1416428_at 1416429_a_at 1416430_at 1416431_at
## E3.25 9.88 5.79 8.39 8.51 7.81 8.09
## E3.5 9.91 8.79 8.47 7.80 7.49 7.40
## E4.5 8.43 7.05 7.56 6.49 6.93 6.75
## 1416432_at 1416433_at 1416434_at 1416435_at 1416436_a_at 1416437_a_at
## E3.25 4.97 8.97 3.42 4.30 6.91 3.82
## E3.5 4.90 9.21 3.36 4.19 6.50 3.80
## E4.5 4.75 9.44 3.19 4.32 5.36 4.00
## 1416438_at 1416439_at 1416440_at 1416441_at 1416442_at 1416443_a_at
## E3.25 10.5 9.44 10.2 3.62 7.62 8.06
## E3.5 10.4 9.53 10.7 3.51 8.13 8.99
## E4.5 10.0 9.89 10.2 3.62 9.49 8.55
## 1416444_at 1416445_at 1416446_at 1416447_at 1416448_at 1416449_x_at
## E3.25 2.33 9.23 5.94 3.39 8.20 7.39
## E3.5 2.36 9.09 6.32 3.20 8.57 7.70
## E4.5 2.47 6.67 4.77 3.71 8.40 7.50
## 1416450_at 1416451_s_at 1416452_at 1416453_x_at 1416454_s_at 1416455_a_at
## E3.25 4.26 4.62 5.77 13.1 5.74 4.43
## E3.5 4.32 5.20 5.94 13.1 5.53 3.41
## E4.5 4.91 5.67 6.45 13.0 5.96 4.16
## 1416456_a_at 1416457_at 1416458_at 1416459_at 1416460_at 1416461_at
## E3.25 4.37 7.09 6.01 3.81 4.34 10.5
## E3.5 4.40 7.35 6.04 3.71 4.24 11.5
## E4.5 4.45 7.95 6.23 3.90 4.42 10.6
## 1416462_at 1416463_at 1416464_at 1416465_a_at 1416466_at 1416467_at
## E3.25 9.58 3.70 3.07 11.29 10.99 8.40
## E3.5 10.41 3.43 3.04 10.89 10.92 8.17
## E4.5 9.90 4.52 3.04 9.22 9.65 8.10
## 1416468_at 1416469_at 1416470_a_at 1416471_at 1416472_at 1416473_a_at
## E3.25 2.06 8.03 9.17 7.54 8.39 3.93
## E3.5 2.23 7.38 10.13 8.02 8.19 3.84
## E4.5 2.29 7.23 9.84 7.94 7.64 4.22
## 1416474_at 1416475_at 1416476_a_at 1416477_at 1416478_a_at 1416479_a_at
## E3.25 1.91 5.85 10.09 8.34 12.1 7.22
## E3.5 1.92 5.76 10.28 9.62 12.3 7.96
## E4.5 2.25 5.71 9.68 9.58 12.1 7.45
## 1416480_a_at 1416481_s_at 1416482_at 1416483_at 1416484_at 1416485_at
## E3.25 10.8 3.01 4.24 3.56 2.33 12.0
## E3.5 10.7 3.20 4.17 3.88 2.39 12.3
## E4.5 10.8 2.91 4.32 4.68 2.63 11.2
## 1416486_at 1416487_a_at 1416488_at 1416489_at 1416490_at 1416491_at
## E3.25 10.44 6.79 3.36 6.30 3.05 5.25
## E3.5 10.61 6.06 3.65 5.67 2.72 5.16
## E4.5 9.78 6.84 3.62 4.90 2.39 4.77
## 1416492_at 1416493_at 1416494_at 1416495_s_at 1416496_at 1416497_at
## E3.25 8.46 8.09 10.71 10.8 11.2 4.84
## E3.5 7.73 8.77 10.89 11.0 11.5 4.62
## E4.5 8.04 9.03 9.93 10.4 11.2 5.40
## 1416498_at 1416499_a_at 1416500_at 1416501_at 1416502_a_at 1416503_at
## E3.25 5.99 8.75 8.64 4.20 9.22 3.56
## E3.5 6.70 8.19 8.86 4.58 9.45 3.62
## E4.5 6.00 7.35 7.90 4.44 8.19 4.37
## 1416504_at 1416505_at 1416506_at 1416507_at 1416508_at 1416509_at
## E3.25 7.17 6.82 11.5 2.43 10.6 8.43
## E3.5 7.09 6.44 11.7 2.32 10.8 9.07
## E4.5 6.64 6.35 11.0 2.54 10.3 8.07
## 1416510_at 1416511_a_at 1416512_at 1416513_at 1416514_a_at 1416515_at
## E3.25 10.3 5.49 8.63 4.62 11.3 4.71
## E3.5 10.4 5.35 8.66 4.13 11.6 4.38
## E4.5 10.2 5.57 8.08 4.74 11.5 4.58
## 1416516_at 1416517_at 1416518_at 1416519_at 1416520_x_at 1416521_at
## E3.25 5.06 6.81 5.28 13.5 12.5 6.91
## E3.5 5.01 7.00 5.03 13.4 12.4 6.78
## E4.5 5.44 7.47 5.33 13.0 11.9 6.50
## 1416522_a_at 1416523_at 1416524_at 1416525_at 1416526_a_at 1416527_at
## E3.25 6.91 4.31 7.67 3.68 9.21 2.09
## E3.5 8.45 4.15 7.59 3.72 9.58 2.12
## E4.5 7.23 4.26 6.27 3.84 9.77 2.39
## 1416528_at 1416529_at 1416530_a_at 1416531_at 1416532_at 1416533_at
## E3.25 9.78 2.16 8.95 10.22 6.86 8.24
## E3.5 9.78 1.98 8.43 9.73 7.68 7.96
## E4.5 8.74 2.66 7.46 7.12 7.22 8.11
## 1416534_at 1416535_at 1416536_at 1416537_at 1416538_at 1416539_at
## E3.25 9.98 9.61 7.55 5.53 2.84 3.53
## E3.5 9.97 9.87 7.92 5.26 3.21 3.61
## E4.5 9.47 9.26 7.40 5.78 2.96 3.83
## 1416540_at 1416541_at 1416542_at 1416543_at 1416544_at 1416545_at
## E3.25 8.55 5.94 5.40 7.77 10.17 7.26
## E3.5 8.09 5.81 5.56 8.62 10.85 6.89
## E4.5 7.98 5.50 5.14 9.13 9.99 7.01
## 1416546_a_at 1416547_at 1416548_at 1416549_at 1416550_at 1416551_at
## E3.25 12.9 10.0 3.97 4.84 4.72 7.14
## E3.5 13.1 10.6 3.71 5.48 4.48 6.57
## E4.5 12.9 10.4 4.66 5.42 4.75 6.30
## 1416552_at 1416553_at 1416554_at 1416555_at 1416556_at 1416557_a_at
## E3.25 13.5 9.11 9.07 8.80 8.63 8.30
## E3.5 14.1 9.06 8.97 9.36 9.38 9.32
## E4.5 14.1 8.44 8.90 8.42 8.53 8.73
## 1416558_at 1416559_at 1416560_at 1416561_at 1416562_at 1416563_at
## E3.25 7.68 7.40 3.78 1.92 3.90 9.51
## E3.5 8.01 6.69 3.69 1.95 3.78 9.21
## E4.5 6.78 6.54 3.80 1.98 4.00 8.22
## 1416564_at 1416565_at 1416566_at 1416567_s_at 1416568_a_at 1416569_at
## E3.25 3.61 11.8 9.66 11.25 3.38 7.91
## E3.5 3.65 12.2 10.14 11.25 3.21 9.32
## E4.5 5.03 12.3 9.47 9.64 3.22 8.95
## 1416570_s_at 1416571_at 1416572_at 1416573_at 1416574_at 1416575_at
## E3.25 8.80 3.87 5.29 3.61 8.73 7.55
## E3.5 8.66 3.68 5.20 3.60 8.03 7.75
## E4.5 7.92 4.28 5.33 4.55 7.38 7.88
## 1416576_at 1416577_a_at 1416578_at 1416579_a_at 1416580_a_at 1416581_at
## E3.25 6.15 12.5 4.31 10.3 9.18 9.71
## E3.5 9.01 12.1 4.65 10.7 9.47 9.90
## E4.5 6.69 11.9 4.60 9.9 9.07 10.09
## 1416582_a_at 1416583_at 1416584_at 1416585_at 1416586_at 1416587_a_at
## E3.25 9.05 7.46 5.17 9.46 6.55 9.38
## E3.5 8.53 7.38 4.86 9.77 5.89 8.63
## E4.5 7.48 7.08 4.87 10.06 4.84 8.37
## 1416588_at 1416589_at 1416590_a_at 1416591_at 1416592_at 1416593_at
## E3.25 6.67 5.07 4.72 4.13 9.30 6.28
## E3.5 6.52 6.53 4.85 4.36 10.67 8.56
## E4.5 4.97 9.15 4.55 4.43 8.96 7.97
## 1416594_at 1416595_at 1416596_at 1416597_at 1416598_at 1416599_at
## E3.25 5.88 9.14 5.90 7.17 4.89 6.53
## E3.5 6.41 9.25 5.38 6.96 5.65 6.35
## E4.5 6.05 7.96 5.77 6.92 7.18 6.47
## 1416600_a_at 1416601_a_at 1416602_a_at 1416603_at 1416604_at 1416605_at
## E3.25 7.55 3.95 5.06 12.7 11.4 10.7
## E3.5 7.02 3.83 4.89 12.9 11.5 10.5
## E4.5 6.70 3.83 5.28 12.9 10.8 10.4
## 1416606_s_at 1416607_at 1416608_a_at 1416609_at 1416610_a_at 1416611_at
## E3.25 12.2 3.84 9.1 7.33 3.87 6.81
## E3.5 12.0 4.70 8.4 7.43 3.89 7.11
## E4.5 11.8 3.21 7.4 7.11 3.83 7.47
## 1416612_at 1416613_at 1416614_at 1416615_at 1416616_s_at 1416617_at
## E3.25 4.43 2.29 3.17 10.09 10.33 3.61
## E3.5 4.33 2.25 3.12 10.16 9.69 5.33
## E4.5 4.58 2.41 3.07 9.76 8.99 4.33
## 1416618_at 1416619_at 1416620_at 1416621_at 1416622_at 1416623_at
## E3.25 5.93 3.21 6.55 9.53 5.69 4.29
## E3.5 6.19 2.97 6.91 8.90 6.28 3.99
## E4.5 6.27 3.56 6.26 9.17 5.59 4.64
## 1416624_a_at 1416625_at 1416626_at 1416627_at 1416628_at 1416629_at
## E3.25 14.1 5.13 4.85 9.54 7.12 6.08
## E3.5 14.1 6.32 4.80 9.94 7.09 5.49
## E4.5 13.9 7.74 4.93 8.97 6.79 8.10
## 1416630_at 1416631_at 1416632_at 1416633_a_at 1416634_at 1416635_at
## E3.25 7.30 6.29 8.83 11.13 9.07 7.30
## E3.5 7.50 6.36 10.29 10.71 9.69 5.51
## E4.5 7.12 4.92 9.71 8.78 7.99 3.17
## 1416636_at 1416637_at 1416638_at 1416639_at 1416640_at 1416641_at
## E3.25 11.0 6.43 3.74 5.31 3.10 9.07
## E3.5 11.1 6.21 3.89 5.12 2.95 10.04
## E4.5 10.4 6.75 4.34 5.34 3.08 9.42
## 1416642_a_at 1416643_at 1416644_a_at 1416645_a_at 1416646_at 1416647_at
## E3.25 13.7 4.32 4.95 2.22 4.36 6.91
## E3.5 13.7 4.10 4.85 2.46 4.40 6.69
## E4.5 13.7 4.99 4.94 1.94 4.28 6.80
## 1416648_at 1416649_at 1416650_at 1416651_at 1416652_at 1416653_at
## E3.25 8.96 4.53 2.16 7.22 2.57 3.04
## E3.5 8.91 4.53 2.16 7.23 2.58 4.04
## E4.5 9.84 4.44 2.24 6.85 2.52 3.80
## 1416654_at 1416655_at 1416656_at 1416657_at 1416658_at 1416659_at
## E3.25 4.80 4.27 6.67 8.55 2.87 9.95
## E3.5 4.90 4.66 6.82 8.77 2.70 10.62
## E4.5 5.56 4.50 6.87 7.06 3.06 10.47
## 1416660_at 1416661_at 1416662_at 1416663_at 1416664_at 1416665_at
## E3.25 6.27 2.66 5.35 10.19 10.02 9.19
## E3.5 6.23 2.67 5.27 10.13 9.76 9.19
## E4.5 6.58 3.56 5.49 9.96 9.33 9.18
## 1416666_at 1416667_at 1416668_at 1416669_s_at
## E3.25 5.92 7.91 9.53 12.5
## E3.5 7.35 7.97 9.96 12.8
## E4.5 4.69 8.79 9.48 12.8
##
## Coefficients of linear discriminants:
## LD1 LD2
## 1415670_at 3.97e-03 -9.01e-03
## 1415671_at -1.57e-02 9.00e-03
## 1415672_at -1.04e-02 3.28e-03
## 1415673_at 8.01e-03 -1.03e-02
## 1415674_a_at -1.14e-02 6.94e-03
## 1415675_at 1.64e-02 -4.75e-03
## 1415676_a_at 6.77e-03 -1.58e-04
## 1415677_at 2.42e-02 -7.13e-03
## 1415678_at -1.08e-02 -2.97e-03
## 1415679_at 7.53e-04 -1.51e-02
## 1415680_at 5.66e-03 5.51e-06
## 1415681_at -3.91e-03 -5.70e-03
## 1415682_at 2.24e-02 -2.34e-03
## 1415683_at -1.13e-02 -8.14e-03
## 1415684_at -1.29e-03 1.13e-02
## 1415685_at -1.03e-03 -8.65e-03
## 1415686_at 1.42e-02 -1.33e-03
## 1415687_a_at 4.25e-03 -5.64e-03
## 1415688_at 1.15e-02 -7.97e-03
## 1415689_s_at 1.44e-02 -2.46e-03
## 1415690_at 5.11e-04 -8.20e-03
## 1415691_at 3.83e-03 8.46e-04
## 1415692_s_at -1.09e-02 1.60e-02
## 1415693_at 3.81e-03 5.48e-03
## 1415694_at 1.06e-02 -5.53e-04
## 1415695_at 1.22e-02 -1.01e-02
## 1415696_at 1.39e-02 2.38e-04
## 1415697_at 2.77e-03 3.49e-03
## 1415698_at -4.40e-03 5.02e-04
## 1415699_a_at -1.44e-02 -3.33e-03
## 1415700_a_at 3.62e-04 -2.17e-02
## 1415701_x_at -7.56e-02 -1.29e-01
## 1415702_a_at -8.10e-03 4.86e-03
## 1415703_at -7.55e-03 -8.55e-03
## 1415704_a_at 1.02e-03 -6.51e-03
## 1415705_at 5.71e-03 7.48e-03
## 1415706_at -3.65e-03 -1.19e-02
## 1415707_at 1.80e-03 2.67e-03
## 1415708_at -4.57e-03 -3.27e-04
## 1415709_s_at -6.38e-03 1.25e-03
## 1415710_at -1.51e-02 -1.02e-02
## 1415711_at -5.02e-03 -3.68e-03
## 1415712_at 1.65e-03 7.64e-03
## 1415713_a_at 2.42e-03 -1.10e-02
## 1415714_a_at 9.55e-03 -3.59e-02
## 1415715_at 1.24e-02 -3.46e-03
## 1415716_a_at -8.92e-02 -5.12e-02
## 1415717_at 1.32e-02 -1.94e-03
## 1415718_at -6.68e-03 1.51e-02
## 1415719_s_at 3.22e-03 -4.42e-03
## 1415720_s_at -3.25e-03 8.16e-03
## 1415721_a_at -1.24e-02 -4.96e-03
## 1415722_a_at 1.53e-02 -4.41e-03
## 1415723_at -8.93e-03 -2.11e-02
## 1415724_a_at -1.18e-03 -4.40e-03
## 1415725_at 6.34e-03 1.29e-03
## 1415726_at -7.04e-04 4.30e-03
## 1415727_at -9.72e-03 -7.13e-03
## 1415728_at 6.29e-03 -8.42e-03
## 1415729_at 6.31e-03 8.05e-03
## 1415730_at -1.32e-02 6.66e-03
## 1415731_at 2.14e-03 -4.90e-03
## 1415732_at 2.15e-03 6.50e-03
## 1415733_a_at 1.90e-03 2.28e-02
## 1415734_at 9.95e-03 -1.88e-02
## 1415735_at 2.31e-02 5.87e-03
## 1415736_at -1.43e-04 2.00e-03
## 1415737_at -1.04e-02 -1.90e-03
## 1415738_at -8.61e-03 -1.27e-03
## 1415739_at -3.14e-02 4.57e-03
## 1415740_at -2.17e-03 -7.95e-03
## 1415741_at 4.83e-03 -1.53e-02
## 1415742_at 1.99e-02 -8.37e-04
## 1415743_at -4.71e-03 -1.27e-02
## 1415744_at -2.07e-02 3.18e-02
## 1415745_a_at 1.11e-02 -1.91e-03
## 1415746_at -6.96e-03 6.33e-04
## 1415747_s_at 6.93e-03 5.04e-03
## 1415748_a_at -8.76e-03 7.16e-03
## 1415749_a_at 4.20e-03 1.19e-02
## 1415750_at -8.07e-03 3.87e-03
## 1415751_at -4.25e-03 -1.04e-02
## 1415752_at -1.14e-02 -7.87e-03
## 1415753_at 1.39e-02 -1.04e-02
## 1415754_at 2.74e-02 1.25e-02
## 1415755_a_at -4.53e-03 -3.61e-02
## 1415756_a_at 3.57e-03 -3.20e-03
## 1415757_at -4.54e-03 -5.91e-03
## 1415758_at 1.22e-02 -6.74e-03
## 1415759_a_at -5.48e-03 5.77e-03
## 1415760_s_at -1.32e-02 -3.24e-03
## 1415761_at -2.22e-02 -3.18e-03
## 1415762_x_at -2.74e-02 -3.65e-03
## 1415763_a_at 1.15e-02 -1.97e-02
## 1415764_at -1.16e-02 8.70e-04
## 1415765_at -1.67e-02 -5.02e-03
## 1415766_at -3.89e-03 1.80e-03
## 1415767_at 1.48e-02 -1.72e-03
## 1415768_a_at 1.47e-02 5.92e-03
## 1415769_at -4.38e-03 -9.81e-03
## 1415770_at -3.34e-03 -6.20e-03
## 1415771_at -1.17e-03 -2.52e-03
## 1415772_at -1.29e-02 1.47e-02
## 1415773_at 1.96e-03 6.67e-05
## 1415774_at -4.83e-03 -6.46e-03
## 1415775_at -9.57e-03 8.19e-03
## 1415776_at -5.04e-03 3.50e-03
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## 1416538_at -1.48e-02 2.99e-03
## 1416539_at 3.24e-02 -2.61e-02
## 1416540_at 6.87e-03 6.32e-03
## 1416541_at -2.51e-02 -7.19e-03
## 1416542_at 6.54e-03 -1.61e-02
## 1416543_at 8.61e-03 -4.28e-03
## 1416544_at -9.30e-03 -2.54e-02
## 1416545_at -3.04e-03 2.60e-02
## 1416546_a_at -6.30e-03 -4.04e-02
## 1416547_at 1.22e-02 -2.37e-02
## 1416548_at 6.80e-03 1.18e-02
## 1416549_at -4.00e-03 4.28e-03
## 1416550_at -1.72e-02 2.65e-03
## 1416551_at 1.06e-03 8.85e-03
## 1416552_at 3.73e-02 -2.94e-02
## 1416553_at -1.20e-02 -4.43e-03
## 1416554_at 7.22e-04 -3.92e-03
## 1416555_at 1.00e-02 1.02e-02
## 1416556_at -4.88e-03 -7.93e-03
## 1416557_a_at 2.92e-03 -7.70e-03
## 1416558_at 4.52e-03 -1.92e-03
## 1416559_at -4.40e-03 1.21e-02
## 1416560_at -6.33e-02 8.51e-03
## 1416561_at 3.19e-02 1.00e-01
## 1416562_at 6.26e-02 6.20e-02
## 1416563_at -2.18e-02 2.27e-02
## 1416564_at 2.08e-04 4.76e-04
## 1416565_at 2.44e-02 -4.64e-03
## 1416566_at -5.02e-03 1.15e-03
## 1416567_s_at 2.32e-03 5.39e-04
## 1416568_a_at 1.99e-02 2.43e-02
## 1416569_at 2.75e-03 -5.09e-03
## 1416570_s_at 3.18e-03 -1.78e-03
## 1416571_at 1.28e-02 1.86e-02
## 1416572_at 7.14e-03 3.87e-03
## 1416573_at 3.24e-02 2.92e-02
## 1416574_at -1.07e-02 1.68e-04
## 1416575_at 3.37e-03 -1.77e-03
## 1416576_at 2.16e-02 -1.50e-03
## 1416577_a_at -3.30e-02 1.39e-02
## 1416578_at 4.74e-03 8.63e-03
## 1416579_a_at -2.74e-03 -2.15e-03
## 1416580_a_at 6.58e-03 -1.16e-02
## 1416581_at 1.24e-02 2.30e-02
## 1416582_a_at 6.36e-03 -1.16e-02
## 1416583_at -5.90e-03 3.47e-03
## 1416584_at -9.64e-03 3.09e-02
## 1416585_at 1.49e-02 3.36e-03
## 1416586_at -8.12e-03 3.20e-03
## 1416587_a_at -2.57e-02 -1.30e-02
## 1416588_at -1.06e-02 4.70e-03
## 1416589_at 1.27e-02 -1.28e-03
## 1416590_a_at 9.79e-03 9.81e-03
## 1416591_at 9.65e-03 1.58e-02
## 1416592_at -2.05e-03 -5.15e-03
## 1416593_at 5.41e-03 -8.91e-04
## 1416594_at -9.62e-03 7.80e-03
## 1416595_at -5.29e-03 -2.83e-03
## 1416596_at 2.67e-03 4.25e-03
## 1416597_at -6.89e-03 1.12e-03
## 1416598_at 1.34e-02 -8.55e-03
## 1416599_at 2.01e-02 4.55e-02
## 1416600_a_at -1.75e-02 7.04e-04
## 1416601_a_at 1.72e-02 1.42e-02
## 1416602_a_at 6.09e-03 -1.34e-02
## 1416603_at 1.00e-01 -9.28e-03
## 1416604_at 1.69e-02 1.28e-02
## 1416605_at -2.76e-03 4.66e-03
## 1416606_s_at -3.64e-02 -1.40e-02
## 1416607_at -1.54e-02 1.18e-02
## 1416608_a_at -4.15e-03 -2.21e-03
## 1416609_at 1.82e-03 8.99e-03
## 1416610_a_at -3.54e-03 -8.56e-03
## 1416611_at 7.35e-03 -6.38e-04
## 1416612_at 1.55e-02 -4.13e-02
## 1416613_at -7.44e-03 1.77e-02
## 1416614_at -6.10e-03 -6.73e-03
## 1416615_at 1.70e-02 1.24e-02
## 1416616_s_at -1.65e-02 5.43e-02
## 1416617_at -1.26e-03 -5.65e-03
## 1416618_at -1.91e-02 4.78e-03
## 1416619_at 2.35e-02 6.77e-03
## 1416620_at -2.29e-03 3.22e-03
## 1416621_at -9.33e-03 2.37e-02
## 1416622_at 2.11e-03 -7.23e-04
## 1416623_at 2.40e-02 7.13e-03
## 1416624_a_at -1.09e-01 3.16e-02
## 1416625_at 1.31e-02 7.71e-03
## 1416626_at -3.38e-03 -6.06e-03
## 1416627_at -3.25e-03 6.85e-03
## 1416628_at -1.60e-02 1.61e-03
## 1416629_at 2.77e-02 2.56e-02
## 1416630_at 7.82e-04 -1.43e-03
## 1416631_at -2.30e-03 3.31e-03
## 1416632_at -7.22e-03 -1.30e-02
## 1416633_a_at -1.44e-02 -1.81e-03
## 1416634_at -8.15e-03 4.14e-04
## 1416635_at -1.18e-02 1.76e-03
## 1416636_at -7.10e-03 1.23e-02
## 1416637_at -6.62e-03 -7.28e-03
## 1416638_at -4.72e-03 1.20e-02
## 1416639_at -1.20e-02 -4.49e-02
## 1416640_at 1.20e-02 -3.60e-02
## 1416641_at -1.34e-02 -9.07e-03
## 1416642_a_at -6.86e-02 -9.23e-03
## 1416643_at 1.99e-02 9.79e-03
## 1416644_a_at 3.81e-02 -1.29e-02
## 1416645_a_at 2.53e-03 4.71e-04
## 1416646_at 2.76e-03 7.83e-03
## 1416647_at 6.75e-03 8.14e-04
## 1416648_at 7.57e-04 -4.74e-03
## 1416649_at -1.76e-02 3.78e-02
## 1416650_at 2.09e-02 -2.96e-02
## 1416651_at -1.73e-02 -7.72e-03
## 1416652_at -2.58e-02 -6.37e-02
## 1416653_at -3.28e-03 -1.72e-03
## 1416654_at 1.18e-02 9.84e-03
## 1416655_at 2.20e-03 -1.42e-02
## 1416656_at 2.67e-03 5.93e-03
## 1416657_at -7.44e-03 4.93e-03
## 1416658_at -2.25e-02 6.04e-02
## 1416659_at 1.98e-02 -1.85e-02
## 1416660_at 2.82e-02 1.91e-02
## 1416661_at 3.22e-03 -2.11e-02
## 1416662_at 3.13e-02 -3.37e-02
## 1416663_at -1.02e-02 -8.54e-03
## 1416664_at -6.88e-03 2.13e-03
## 1416665_at -1.30e-02 1.35e-03
## 1416666_at 2.65e-03 -2.93e-03
## 1416667_at 1.99e-03 1.30e-02
## 1416668_at 5.01e-03 -1.58e-02
## 1416669_s_at 1.44e-02 -2.06e-02
##
## Proportion of trace:
## LD1 LD2
## 0.762 0.238
warnings()
#qda(t(Biobase::exprs(x))[, 1:1000], x$Embryonic.day)
matrix(rnorm(20 * 2), nrow = 20)
## [,1] [,2]
## [1,] -0.9106 1.264
## [2,] -0.0616 -0.531
## [3,] -2.2346 -0.641
## [4,] -0.5595 -0.307
## [5,] -1.6834 0.184
## [6,] 0.7323 0.484
## [7,] 2.0667 -1.385
## [8,] -1.3935 1.204
## [9,] -1.6610 -1.453
## [10,] -0.5876 -1.023
## [11,] 1.1999 1.529
## [12,] -1.2280 -0.700
## [13,] -0.4984 -0.914
## [14,] 2.8024 -1.556
## [15,] -0.6863 0.124
## [16,] 0.8714 -0.507
## [17,] -0.7350 -1.681
## [18,] 0.2104 -0.510
## [19,] -0.1358 0.428
## [20,] 0.2203 1.072
matrix(rnorm(20 * 3), nrow = 20)
## [,1] [,2] [,3]
## [1,] 1.5199 -1.23863 0.69779
## [2,] -1.3536 0.75475 1.26739
## [3,] -1.3634 0.16011 0.83064
## [4,] -0.2013 1.20941 1.23852
## [5,] -1.1145 0.00138 -2.00139
## [6,] 1.5154 0.86872 0.54153
## [7,] 0.4902 -0.15494 -2.10550
## [8,] 0.0624 -0.56368 1.07817
## [9,] -1.9319 0.71686 0.53913
## [10,] 1.2471 1.23937 0.71919
## [11,] -0.5710 -1.13127 1.14757
## [12,] 0.8412 -0.23484 -0.85612
## [13,] -2.6392 0.83469 0.28027
## [14,] 0.1472 0.83743 -0.44619
## [15,] 1.3062 -0.91179 -1.14817
## [16,] 0.0446 -0.52577 0.05398
## [17,] 0.1008 -0.29500 -0.18467
## [18,] -0.5795 -0.75791 0.00102
## [19,] 0.0857 -0.56614 -0.70781
## [20,] -1.2129 -0.01982 -1.46973
sample(c("apple", "orange"), 20, replace = TRUE)
## [1] "apple" "apple" "orange" "apple" "orange" "apple" "apple" "orange"
## [9] "orange" "orange" "apple" "apple" "orange" "orange" "orange" "apple"
## [17] "orange" "orange" "orange" "orange"
## -----------------------------------------------------------------------------
p = 2:21
n = 20
mcl = lapply(p, function(pp) {
replicate(100, {
xmat = matrix(rnorm(n * pp), nrow = n)
resp = sample(c("apple", "orange"), n, replace = TRUE)
fit = lda(xmat, resp)
pred = predict(fit)$class
mean(pred != resp)
}) |> mean() |> (\(x) tibble(mcl = x, p = pp))()
}) |> bind_rows()
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
mcl
## # A tibble: 20 × 2
## mcl p
## <dbl> <int>
## 1 0.358 2
## 2 0.323 3
## 3 0.281 4
## 4 0.270 5
## 5 0.248 6
## 6 0.221 7
## 7 0.200 8
## 8 0.178 9
## 9 0.134 10
## 10 0.120 11
## 11 0.09 12
## 12 0.0735 13
## 13 0.0455 14
## 14 0.037 15
## 15 0.0175 16
## 16 0.0105 17
## 17 0.002 18
## 18 0.0095 19
## 19 0.0105 20
## 20 0.031 21
ggplot(mcl, aes(x = p, y = mcl)) +
geom_line() + geom_point() +
ylab("Misclassification rate")
## -----------------------------------------------------------------------------
estimate_mcl_loocv = function(x, resp) {
vapply(seq_len(nrow(x)), function(i) {
fit = lda(x[-i, ], resp[-i])
ptrn = predict(fit, newdata = x[-i,, drop = FALSE])$class
ptst = predict(fit, newdata = x[ i,, drop = FALSE])$class
c(train = mean(ptrn != resp[-i]), test = (ptst != resp[i]))
}, FUN.VALUE = numeric(2)) |> rowMeans() |> t() |> as_tibble()
}
estimate_mcl_loocv
## function(x, resp) {
## vapply(seq_len(nrow(x)), function(i) {
## fit = lda(x[-i, ], resp[-i])
## ptrn = predict(fit, newdata = x[-i,, drop = FALSE])$class
## ptst = predict(fit, newdata = x[ i,, drop = FALSE])$class
## c(train = mean(ptrn != resp[-i]), test = (ptst != resp[i]))
## }, FUN.VALUE = numeric(2)) |> rowMeans() |> t() |> as_tibble()
## }
xmat = matrix(rnorm(n * last(p)), nrow = n)
resp = sample(c("apple", "orange"), n, replace = TRUE)
lapply(p, function(k) {
estimate_mcl_loocv(xmat[, 1:k], resp)
}) |> bind_rows()
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## # A tibble: 20 × 2
## train test
## <dbl> <dbl>
## 1 0.358 0.45
## 2 0.405 0.5
## 3 0.392 0.55
## 4 0.374 0.65
## 5 0.184 0.5
## 6 0.192 0.5
## 7 0.208 0.6
## 8 0.139 0.55
## 9 0.0842 0.3
## 10 0.0816 0.35
## 11 0.0789 0.4
## 12 0 0.3
## 13 0 0
## 14 0 0
## 15 0 0.05
## 16 0 0.2
## 17 0 0.35
## 18 0 0.4
## 19 0.00526 0.35
## 20 0.0316 0.45
xmat = matrix(rnorm(n * last(p)), nrow = n)
resp = sample(c("apple", "orange"), n, replace = TRUE)
mcl = lapply(p, function(k) {
estimate_mcl_loocv(xmat[, 1:k], resp)
}) |> bind_rows() |> data.frame(p) |> melt(id.var = "p")
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
mcl
## p variable value
## 1 2 train 0.21842
## 2 3 train 0.22895
## 3 4 train 0.19737
## 4 5 train 0.21053
## 5 6 train 0.18947
## 6 7 train 0.17895
## 7 8 train 0.13421
## 8 9 train 0.09211
## 9 10 train 0.04737
## 10 11 train 0.04474
## 11 12 train 0.03684
## 12 13 train 0.03421
## 13 14 train 0.02632
## 14 15 train 0.04737
## 15 16 train 0.03158
## 16 17 train 0.01842
## 17 18 train 0.01842
## 18 19 train 0.00000
## 19 20 train 0.00526
## 20 21 train 0.00526
## 21 2 test 0.25000
## 22 3 test 0.25000
## 23 4 test 0.25000
## 24 5 test 0.35000
## 25 6 test 0.45000
## 26 7 test 0.45000
## 27 8 test 0.30000
## 28 9 test 0.45000
## 29 10 test 0.50000
## 30 11 test 0.50000
## 31 12 test 0.55000
## 32 13 test 0.65000
## 33 14 test 0.65000
## 34 15 test 0.55000
## 35 16 test 0.60000
## 36 17 test 0.60000
## 37 18 test 0.65000
## 38 19 test 0.55000
## 39 20 test 0.35000
## 40 21 test 0.40000
ggplot(mcl, aes(x = p, y = value, col = variable)) + geom_line() +
geom_point() + ylab("Misclassification rate")
## -----------------------------------------------------------------------------
p = 2:20
mcl = replicate(100, {
xmat = matrix(rnorm(n * last(p)), nrow = n)
resp = sample(c("apple", "orange"), n, replace = TRUE)
xmat[, 1:6] = xmat[, 1:6] + as.integer(factor(resp))
lapply(p, function(k) {
estimate_mcl_loocv(xmat[, 1:k], resp)
}) |> bind_rows() |> cbind(p = p) |> melt(id.var = "p")
}, simplify = FALSE) |> bind_rows()
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
## Warning in lda.default(x, grouping, ...): variables are collinear
mcl = group_by(mcl, p, variable) |> summarise(value = mean(value))
## `summarise()` has grouped output by 'p'. You can override using the `.groups`
## argument.
ggplot(mcl, aes(x = p, y = value, col = variable)) + geom_line() +
geom_point() + ylab("Misclassification rate")
## -----------------------------------------------------------------------------
sideLength = function(p, pointDensity = 1e6, pointsNeeded = 10)
(pointsNeeded / pointDensity) ^ (1 / p)
ggplot(tibble(p = 1:400, sideLength = sideLength(p)),
aes(x = p, y = sideLength)) + geom_line(col = "red") +
geom_hline(aes(yintercept = 1), linetype = 2)
## -----------------------------------------------------------------------------
tibble(
p = 1:400,
volOuterCube = 1 ^ p,
volInnerCube = 0.98 ^ p, # 0.98 = 1 - 2 * 0.01
`V(shell)` = volOuterCube - volInnerCube) |>
ggplot(aes(x = p, y =`V(shell)`)) + geom_line(col = "blue")
round(10 ^ seq(0, 4, by = 0.25))
## [1] 1 2 3 6 10 18 32 56 100 178 316 562
## [13] 1000 1778 3162 5623 10000
## -----------------------------------------------------------------------------
n = 1000
df = tibble(
p = round(10 ^ seq(0, 4, by = 0.25)),
cv = vapply(p, function(k) {
x1 = matrix(runif(k * n), nrow = n)
x2 = matrix(runif(k * n), nrow = n)
d = sqrt(rowSums((x1 - x2)^2))
sd(d) / mean(d)
}, FUN.VALUE = numeric(1)))
df
## # A tibble: 17 × 2
## p cv
## <dbl> <dbl>
## 1 1 0.736
## 2 2 0.464
## 3 3 0.368
## 4 6 0.254
## 5 10 0.196
## 6 18 0.143
## 7 32 0.104
## 8 56 0.0820
## 9 100 0.0596
## 10 178 0.0433
## 11 316 0.0318
## 12 562 0.0254
## 13 1000 0.0189
## 14 1778 0.0142
## 15 3162 0.0105
## 16 5623 0.00768
## 17 10000 0.00612
ggplot(df, aes(x = log10(p), y = cv)) + geom_line(col = "orange") +
geom_point()
## -----------------------------------------------------------------------------
## table(truth, response)
## -----------------------------------------------------------------------------
library("ExperimentHub")
## Loading required package: AnnotationHub
## Loading required package: BiocFileCache
## Loading required package: dbplyr
##
## Attaching package: 'dbplyr'
## The following objects are masked from 'package:dplyr':
##
## ident, sql
##
## Attaching package: 'AnnotationHub'
## The following object is masked from 'package:Biobase':
##
## cache
eh = ExperimentHub()
## snapshotDate(): 2022-04-26
eh
## ExperimentHub with 6306 records
## # snapshotDate(): 2022-04-26
## # $dataprovider: Eli and Edythe L. Broad Institute of Harvard and MIT, NCBI,...
## # $species: Homo sapiens, Mus musculus, Saccharomyces cerevisiae, human gut ...
## # $rdataclass: SummarizedExperiment, ExpressionSet, matrix, character, list,...
## # additional mcols(): taxonomyid, genome, description,
## # coordinate_1_based, maintainer, rdatadateadded, preparerclass, tags,
## # rdatapath, sourceurl, sourcetype
## # retrieve records with, e.g., 'object[["EH1"]]'
##
## title
## EH1 | RNA-Sequencing and clinical data for 7706 tumor samples from The...
## EH166 | ERR188297
## EH167 | ERR188088
## EH168 | ERR188204
## EH169 | ERR188317
## ... ...
## EH7538 | Visium_humanDLPFC
## EH7539 | Visium_mouseCoronal
## EH7540 | seqFISH_mouseEmbryo
## EH7541 | ST_mouseOB
## EH7542 | SlideSeqV2_mouseHPC
zeller = eh[["EH361"]]
## see ?curatedMetagenomicData and browseVignettes('curatedMetagenomicData') for documentation
## loading from cache
## -----------------------------------------------------------------------------
table(zeller$disease)
##
## cancer large_adenoma n small_adenoma
## 53 15 61 27
zeller
## ExpressionSet (storageMode: lockedEnvironment)
## assayData: 1505 features, 156 samples
## element names: exprs
## protocolData: none
## phenoData
## sampleNames: CCIS00146684ST-4-0 CCIS00281083ST-3-0 ...
## CCIS98832363ST-4-0 (156 total)
## varLabels: subjectID age ... number_reads (15 total)
## varMetadata: labelDescription
## featureData: none
## experimentData: use 'experimentData(object)'
## pubMedIds: 25432777
## Annotation:
colnames(zeller) # 156 humans that included colorectal cancer patients and tumor-free controls
## [1] "CCIS00146684ST-4-0" "CCIS00281083ST-3-0" "CCIS02124300ST-4-0"
## [4] "CCIS02379307ST-4-0" "CCIS02856720ST-4-0" "CCIS03473770ST-4-0"
## [7] "CCIS03857607ST-4-0" "CCIS05314658ST-4-0" "CCIS06260551ST-3-0"
## [10] "CCIS07277498ST-4-0" "CCIS07539127ST-4-0" "CCIS07648107ST-4-0"
## [13] "CCIS08668806ST-3-0" "CCIS09568613ST-4-0" "CCIS10706551ST-3-0"
## [16] "CCIS10793554ST-4-0" "CCIS11015875ST-4-0" "CCIS11019776ST-4-0"
## [19] "CCIS11354283ST-4-0" "CCIS11362406ST-4-0" "CCIS11558985ST-4-0"
## [22] "CCIS12370844ST-4-0" "CCIS12656533ST-4-0" "CCIS13047523ST-4-0"
## [25] "CCIS14449628ST-4-0" "CCIS15704761ST-4-0" "CCIS15794887ST-4-0"
## [28] "CCIS16326685ST-4-0" "CCIS16383318ST-4-0" "CCIS16561622ST-4-0"
## [31] "CCIS17669415ST-4-0" "CCIS19142497ST-3-0" "CCIS20795251ST-4-0"
## [34] "CCIS21126322ST-4-0" "CCIS21278152ST-4-0" "CCIS22275061ST-4-0"
## [37] "CCIS22416007ST-4-0" "CCIS22906510ST-20-0" "CCIS22958137ST-20-0"
## [40] "CCIS23164343ST-4-0" "CCIS24254057ST-4-0" "CCIS24898163ST-4-0"
## [43] "CCIS25399172ST-4-0" "CCIS27304052ST-3-0" "CCIS27927933ST-4-0"
## [46] "CCIS28384594ST-4-0" "CCIS29210128ST-4-0" "CCIS29688262ST-20-0"
## [49] "CCIS31434951ST-20-0" "CCIS32105356ST-4-0" "CCIS32452666ST-4-0"
## [52] "CCIS33816588ST-4-0" "CCIS34055159ST-4-0" "CCIS34604008ST-4-0"
## [55] "CCIS35092938ST-4-0" "CCIS35100175ST-4-0" "CCIS36699628ST-4-0"
## [58] "CCIS36797902ST-4-0" "CCIS37250421ST-4-0" "CCIS38765456ST-20-0"
## [61] "CCIS40244499ST-3-0" "CCIS41222843ST-4-0" "CCIS41288781ST-4-0"
## [64] "CCIS41548810ST-4-0" "CCIS41692898ST-4-0" "CCIS41806458ST-4-0"
## [67] "CCIS44093303ST-4-0" "CCIS44676181ST-4-0" "CCIS44743950ST-4-0"
## [70] "CCIS44757994ST-4-0" "CCIS45571137ST-3-0" "CCIS45793747ST-4-0"
## [73] "CCIS46047672ST-4-0" "CCIS46467422ST-4-0" "CCIS47284573ST-4-0"
## [76] "CCIS47745468ST-4-0" "CCIS48174381ST-4-0" "CCIS48507077ST-4-0"
## [79] "CCIS48579360ST-4-0" "CCIS48725289ST-4-0" "CCIS50003399ST-4-0"
## [82] "CCIS50148151ST-4-0" "CCIS50369211ST-20-0" "CCIS50471204ST-4-0"
## [85] "CCIS50561855ST-4-0" "CCIS51595129ST-4-0" "CCIS51667829ST-4-0"
## [88] "CCIS52234160ST-4-0" "CCIS52370277ST-4-0" "CCIS53043478ST-4-0"
## [91] "CCIS53355328ST-4-0" "CCIS53557295ST-4-0" "CCIS54027808ST-4-0"
## [94] "CCIS55230578ST-4-0" "CCIS55531770ST-4-0" "CCIS56503244ST-3-0"
## [97] "CCIS58234805ST-4-0" "CCIS59132091ST-4-0" "CCIS59903910ST-4-0"
## [100] "CCIS61287323ST-4-0" "CCIS62605362ST-3-0" "CCIS62794166ST-4-0"
## [103] "CCIS63448910ST-4-0" "CCIS63468405ST-4-0" "CCIS63910149ST-4-0"
## [106] "CCIS64773582ST-4-0" "CCIS64785924ST-20-0" "CCIS65479369ST-4-0"
## [109] "CCIS70398272ST-4-0" "CCIS71301801ST-4-0" "CCIS71578391ST-4-0"
## [112] "CCIS72607085ST-4-0" "CCIS74239020ST-4-0" "CCIS74726977ST-3-0"
## [115] "CCIS76563044ST-4-0" "CCIS76845094ST-20-0" "CCIS77100899ST-4-0"
## [118] "CCIS77252613ST-4-0" "CCIS78100604ST-4-0" "CCIS78318719ST-4-0"
## [121] "CCIS79210440ST-3-0" "CCIS80834637ST-4-0" "CCIS81139242ST-4-0"
## [124] "CCIS81710917ST-20-0" "CCIS81735969ST-20-0" "CCIS81887263ST-4-0"
## [127] "CCIS82146115ST-4-0" "CCIS82507866ST-3-0" "CCIS82944710ST-20-0"
## [130] "CCIS83445808ST-4-0" "CCIS83574003ST-4-0" "CCIS83870198ST-4-0"
## [133] "CCIS84543192ST-4-0" "CCIS85214191ST-3-0" "CCIS87116798ST-4-0"
## [136] "CCIS87167916ST-4-0" "CCIS87252800ST-4-0" "CCIS87290971ST-4-0"
## [139] "CCIS87605453ST-4-0" "CCIS88007743ST-4-0" "CCIS88317640ST-4-0"
## [142] "CCIS90164298ST-4-0" "CCIS90166425ST-4-0" "CCIS90443472ST-4-0"
## [145] "CCIS90903952ST-3-0" "CCIS91228662ST-4-0" "CCIS93040568ST-20-0"
## [148] "CCIS94417875ST-3-0" "CCIS94496512ST-4-0" "CCIS94603952ST-4-0"
## [151] "CCIS95097901ST-4-0" "CCIS95409808ST-4-0" "CCIS96387239ST-4-0"
## [154] "CCIS98482370ST-3-0" "CCIS98512455ST-4-0" "CCIS98832363ST-4-0"
rownames(zeller)[1:10] # 1505 Bacteria
## [1] "k__Bacteria"
## [2] "k__Viruses"
## [3] "k__Bacteria|p__Firmicutes"
## [4] "k__Bacteria|p__Bacteroidetes"
## [5] "k__Bacteria|p__Actinobacteria"
## [6] "k__Bacteria|p__Verrucomicrobia"
## [7] "k__Bacteria|p__Proteobacteria"
## [8] "k__Viruses|p__Viruses_noname"
## [9] "k__Bacteria|p__Candidatus_Saccharibacteria"
## [10] "k__Bacteria|p__Firmicutes|c__Clostridia"
length(rownames(zeller))
## [1] 1505
zeller$disease
## [1] "n" "n" "n" "cancer"
## [5] "n" "n" "n" "n"
## [9] "cancer" "n" "n" "n"
## [13] "small_adenoma" "n" "n" "small_adenoma"
## [17] "cancer" "large_adenoma" "n" "n"
## [21] "n" "cancer" "cancer" "n"
## [25] "cancer" "cancer" "n" "n"
## [29] "n" "n" "cancer" "large_adenoma"
## [33] "n" "n" "cancer" "large_adenoma"
## [37] "cancer" "small_adenoma" "cancer" "n"
## [41] "cancer" "small_adenoma" "small_adenoma" "n"
## [45] "n" "large_adenoma" "n" "n"
## [49] "small_adenoma" "small_adenoma" "n" "cancer"
## [53] "cancer" "n" "small_adenoma" "cancer"
## [57] "n" "n" "small_adenoma" "cancer"
## [61] "cancer" "cancer" "cancer" "cancer"
## [65] "n" "small_adenoma" "n" "small_adenoma"
## [69] "small_adenoma" "cancer" "n" "n"
## [73] "cancer" "cancer" "cancer" "large_adenoma"
## [77] "n" "small_adenoma" "small_adenoma" "cancer"
## [81] "n" "cancer" "small_adenoma" "n"
## [85] "large_adenoma" "n" "small_adenoma" "large_adenoma"
## [89] "cancer" "cancer" "cancer" "small_adenoma"
## [93] "small_adenoma" "cancer" "small_adenoma" "large_adenoma"
## [97] "cancer" "cancer" "small_adenoma" "cancer"
## [101] "cancer" "cancer" "n" "n"
## [105] "n" "n" "n" "cancer"
## [109] "small_adenoma" "cancer" "n" "cancer"
## [113] "n" "small_adenoma" "small_adenoma" "cancer"
## [117] "large_adenoma" "cancer" "n" "cancer"
## [121] "n" "n" "n" "small_adenoma"
## [125] "large_adenoma" "cancer" "cancer" "n"
## [129] "n" "small_adenoma" "large_adenoma" "cancer"
## [133] "cancer" "cancer" "cancer" "cancer"
## [137] "cancer" "large_adenoma" "cancer" "n"
## [141] "n" "n" "large_adenoma" "large_adenoma"
## [145] "large_adenoma" "cancer" "n" "n"
## [149] "small_adenoma" "n" "n" "n"
## [153] "small_adenoma" "n" "cancer" "cancer"
phenoData(zeller)
## An object of class 'AnnotatedDataFrame'
## sampleNames: CCIS00146684ST-4-0 CCIS00281083ST-3-0 ...
## CCIS98832363ST-4-0 (156 total)
## varLabels: subjectID age ... number_reads (15 total)
## varMetadata: labelDescription
experimentData(zeller)
## Experiment data
## Experimenter name: Zeller G, Tap J, Voigt AY, Sunagawa S, Kultima JR, Costea PI, Amiot A, Böhm J, Brunetti F, Habermann N, Hercog R, Koch M, Luciani A, Mende DR, Schneider MA, Schrotz-King P, Tournigand C, Tran Van Nhieu J, Yamada T, Zimmermann J, Benes V, Kloor M, Ulrich CM, von Knebel Doeberitz M, Sobhani I, Bork P
## Laboratory: Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany.
## Contact information:
## Title: Potential of fecal microbiota for early-stage detection of colorectal cancer.
## URL:
## PMIDs: 25432777
##
## Abstract: A 175 word abstract is available. Use 'abstract' method.
## notes:
## Sequencing technology:
## Illumina
## -----------------------------------------------------------------------------
zellerNC = zeller[, zeller$disease %in% c("n", "cancer")]
zellerNC
## ExpressionSet (storageMode: lockedEnvironment)
## assayData: 1505 features, 114 samples
## element names: exprs
## protocolData: none
## phenoData
## sampleNames: CCIS00146684ST-4-0 CCIS00281083ST-3-0 ...
## CCIS98832363ST-4-0 (114 total)
## varLabels: subjectID age ... number_reads (15 total)
## varMetadata: labelDescription
## featureData: none
## experimentData: use 'experimentData(object)'
## pubMedIds: 25432777
## Annotation:
## -----------------------------------------------------------------------------
stopifnot(is.numeric(Biobase::exprs(zellerNC)), !any(is.na(Biobase::exprs(zellerNC))))
pData(zellerNC)
## subjectID age gender bmi country disease tnm_stage
## CCIS00146684ST-4-0 FR-726 72 female 25 france n <NA>
## CCIS00281083ST-3-0 FR-060 53 male 32 france n <NA>
## CCIS02124300ST-4-0 FR-568 35 male 23 france n <NA>
## CCIS02379307ST-4-0 FR-828 67 male 28 france cancer t1n0m0
## CCIS02856720ST-4-0 FR-027 74 male 27 france n <NA>
## CCIS03473770ST-4-0 FR-192 29 male 24 france n <NA>
## CCIS03857607ST-4-0 FR-349 61 male 23 france n <NA>
## CCIS05314658ST-4-0 FR-169 65 female 24 france n <NA>
## CCIS06260551ST-3-0 FR-200 58 male 24 france cancer t3n1m1
## CCIS07277498ST-4-0 FR-276 63 male NA france n <NA>
## CCIS07539127ST-4-0 FR-460 77 female 22 france n <NA>
## CCIS07648107ST-4-0 FR-053 62 female 21 france n <NA>
## CCIS09568613ST-4-0 FR-400 67 male 21 france n <NA>
## CCIS10706551ST-3-0 FR-193 25 male 24 france n <NA>
## CCIS11015875ST-4-0 FR-788 62 male 26 france cancer t3n1m0
## CCIS11354283ST-4-0 FR-212 67 male 27 france n <NA>
## CCIS11362406ST-4-0 FR-398 44 female 26 france n <NA>
## CCIS11558985ST-4-0 FR-902 56 female NA france n <NA>
## CCIS12370844ST-4-0 FR-823 81 female 39 france cancer t2n0m0
## CCIS12656533ST-4-0 FR-654 51 male 30 france cancer t2n1m1
## CCIS13047523ST-4-0 FR-003 70 male 22 france n <NA>
## CCIS14449628ST-4-0 FR-404 59 female 20 france cancer t4n1m0
## CCIS15704761ST-4-0 FR-901 56 female NA france cancer t4n1m1
## CCIS15794887ST-4-0 FR-024 37 female 18 france n <NA>
## CCIS16326685ST-4-0 FR-542 46 female 29 france n <NA>
## CCIS16383318ST-4-0 FR-139 61 female 24 france n <NA>
## CCIS16561622ST-4-0 FR-030 54 male 26 france n <NA>
## CCIS17669415ST-4-0 FR-125 72 female 37 france cancer t1n0m0
## CCIS20795251ST-4-0 FR-221 71 female 23 france n <NA>
## CCIS21126322ST-4-0 FR-121 59 male 25 france n <NA>
## CCIS21278152ST-4-0 FR-414 63 male 25 france cancer t3n0m0
## CCIS22416007ST-4-0 FR-815 82 male 24 france cancer t4n1m1
## CCIS22958137ST-20-0 FR-506 60 male 26 france cancer t4n1m1
## CCIS23164343ST-4-0 FR-316 62 male 23 france n <NA>
## CCIS24254057ST-4-0 FR-767 69 female 24 france cancer t4n1m1
## CCIS27304052ST-3-0 FR-001 52 female 20 france n <NA>
## CCIS27927933ST-4-0 FR-115 72 male 24 france n <NA>
## CCIS29210128ST-4-0 FR-166 64 male 27 france n <NA>
## CCIS29688262ST-20-0 FR-305 50 male 25 france n <NA>
## CCIS32452666ST-4-0 FR-105 68 male 26 france n <NA>
## CCIS33816588ST-4-0 FR-652 64 male 21 france cancer t3n1m0
## CCIS34055159ST-4-0 FR-430 80 male 29 france cancer t2n0m0
## CCIS34604008ST-4-0 FR-129 63 female 27 france n <NA>
## CCIS35100175ST-4-0 FR-812 73 male 40 france cancer t1n0m0
## CCIS36699628ST-4-0 FR-142 68 female 25 france n <NA>
## CCIS36797902ST-4-0 FR-198 63 male 25 france n <NA>
## CCIS38765456ST-20-0 FR-723 79 female 22 france cancer t4n1m1
## CCIS40244499ST-3-0 FR-202 87 female 32 france cancer t4n0m0
## CCIS41222843ST-4-0 FR-298 73 female 24 france cancer t3n1m0
## CCIS41288781ST-4-0 FR-817 74 female 19 france cancer t3n0m0
## CCIS41548810ST-4-0 FR-451 78 male 19 france cancer t3n0m1
## CCIS41692898ST-4-0 FR-558 67 female 28 france n <NA>
## CCIS44093303ST-4-0 FR-721 62 female 20 france n <NA>
## CCIS44757994ST-4-0 FR-770 75 male 37 france cancer t3n1m0
## CCIS45571137ST-3-0 FR-116 55 female 20 france n <NA>
## CCIS45793747ST-4-0 FR-684 67 male 25 france n <NA>
## CCIS46047672ST-4-0 FR-825 65 male 24 france cancer t4n0m1
## CCIS46467422ST-4-0 FR-830 54 female 22 france cancer t3n1m0
## CCIS47284573ST-4-0 FR-667 67 male 25 france cancer t4n1m0
## CCIS48174381ST-4-0 FR-751 66 male 25 france n <NA>
## CCIS48725289ST-4-0 FR-170 62 female 21 france cancer t1n0m0
## CCIS50003399ST-4-0 FR-194 66 female 28 france n <NA>
## CCIS50148151ST-4-0 FR-503 87 female 15 france cancer t2n1m0
## CCIS50471204ST-4-0 FR-213 61 female 23 france n <NA>
## CCIS51595129ST-4-0 FR-399 63 female 22 france n <NA>
## CCIS52370277ST-4-0 FR-827 53 male 25 france cancer t4n1m1
## CCIS53043478ST-4-0 FR-551 72 male 22 france cancer t3n1m1
## CCIS53355328ST-4-0 FR-293 76 male NA france cancer t2n0m0
## CCIS55230578ST-4-0 FR-734 64 male 30 france cancer t3n1m1
## CCIS58234805ST-4-0 FR-268 70 female 26 france cancer t3n1m0
## CCIS59132091ST-4-0 FR-617 80 female 23 france cancer t1n0m0
## CCIS61287323ST-4-0 FR-376 76 male 25 france cancer t3n0m0
## CCIS62605362ST-3-0 FR-504 56 female 23 france cancer t3n0m0
## CCIS62794166ST-4-0 FR-780 68 male 23 france cancer t3n1m1
## CCIS63448910ST-4-0 FR-390 61 female 34 france n <NA>
## CCIS63468405ST-4-0 FR-132 69 female 25 france n <NA>
## CCIS63910149ST-4-0 FR-719 49 female 23 france n <NA>
## CCIS64773582ST-4-0 FR-195 63 female 23 france n <NA>
## CCIS64785924ST-20-0 FR-173 59 female 25 france n <NA>
## CCIS65479369ST-4-0 FR-772 69 female 25 france cancer t3n1m1
## CCIS71301801ST-4-0 FR-281 50 female 24 france cancer t1n0m0
## CCIS71578391ST-4-0 FR-187 70 male 25 france n <NA>
## CCIS72607085ST-4-0 FR-824 74 female 26 france cancer t3nxm1
## CCIS74239020ST-4-0 FR-156 62 male 24 france n <NA>
## CCIS76845094ST-20-0 FR-450 44 male 20 france cancer t3n1m1
## CCIS77252613ST-4-0 FR-783 65 male 26 france cancer t1n0m0
## CCIS78100604ST-4-0 FR-728 64 female 30 france n <NA>
## CCIS78318719ST-4-0 FR-768 69 female 30 france cancer t3n0m0
## CCIS79210440ST-3-0 FR-039 65 male 30 france n <NA>
## CCIS80834637ST-4-0 FR-716 60 female 28 france n <NA>
## CCIS81139242ST-4-0 FR-118 64 female 20 france n <NA>
## CCIS81887263ST-4-0 FR-302 59 male 27 france cancer t2n0m0
## CCIS82146115ST-4-0 FR-628 51 male 24 france cancer t3n1m1
## CCIS82507866ST-3-0 FR-040 57 male 24 france n <NA>
## CCIS82944710ST-20-0 FR-730 38 female 22 france n <NA>
## CCIS83870198ST-4-0 FR-344 48 female 24 france cancer t1n0m0
## CCIS84543192ST-4-0 FR-722 45 female 28 france cancer t2n0m0
## CCIS85214191ST-3-0 FR-208 63 male 22 france cancer t3n1m1
## CCIS87116798ST-4-0 FR-310 85 female 20 france cancer t3n1m1
## CCIS87167916ST-4-0 FR-223 79 male 30 france cancer t4n1m1
## CCIS87252800ST-4-0 FR-505 73 male 17 france cancer t2n0m0
## CCIS87605453ST-4-0 FR-328 73 female 26 france cancer t3n0m0
## CCIS88007743ST-4-0 FR-393 67 female 23 france n <NA>
## CCIS88317640ST-4-0 FR-759 74 male 27 france n <NA>
## CCIS90164298ST-4-0 FR-294 84 male 23 france n <NA>
## CCIS91228662ST-4-0 FR-275 63 male 31 france cancer t1n0m0
## CCIS93040568ST-20-0 FR-682 65 male 30 france n <NA>
## CCIS94417875ST-3-0 FR-110 59 female 25 france n <NA>
## CCIS94603952ST-4-0 FR-025 80 female 21 france n <NA>
## CCIS95097901ST-4-0 FR-696 52 male 24 france n <NA>
## CCIS95409808ST-4-0 FR-152 63 female 21 france n <NA>
## CCIS98482370ST-3-0 FR-052 53 female 30 france n <NA>
## CCIS98512455ST-4-0 FR-459 63 male 29 france cancer t4n1m1
## CCIS98832363ST-4-0 FR-552 55 female 25 france cancer t3n1m0
## ajcc_stage localization fobt
## CCIS00146684ST-4-0 <NA> <NA> negative
## CCIS00281083ST-3-0 <NA> <NA> negative
## CCIS02124300ST-4-0 <NA> <NA> negative
## CCIS02379307ST-4-0 i rc positive
## CCIS02856720ST-4-0 <NA> <NA> positive
## CCIS03473770ST-4-0 <NA> <NA> negative
## CCIS03857607ST-4-0 <NA> <NA> negative
## CCIS05314658ST-4-0 <NA> <NA> negative
## CCIS06260551ST-3-0 iv lc negative
## CCIS07277498ST-4-0 <NA> <NA> <NA>
## CCIS07539127ST-4-0 <NA> <NA> negative
## CCIS07648107ST-4-0 <NA> <NA> negative
## CCIS09568613ST-4-0 <NA> <NA> negative
## CCIS10706551ST-3-0 <NA> <NA> negative
## CCIS11015875ST-4-0 iii rectum positive
## CCIS11354283ST-4-0 <NA> <NA> negative
## CCIS11362406ST-4-0 <NA> <NA> negative
## CCIS11558985ST-4-0 <NA> <NA> negative
## CCIS12370844ST-4-0 i rectum positive
## CCIS12656533ST-4-0 iv rectum negative
## CCIS13047523ST-4-0 <NA> <NA> negative
## CCIS14449628ST-4-0 iii rc negative
## CCIS15704761ST-4-0 iv sigma negative
## CCIS15794887ST-4-0 <NA> <NA> negative
## CCIS16326685ST-4-0 <NA> <NA> negative
## CCIS16383318ST-4-0 <NA> <NA> negative
## CCIS16561622ST-4-0 <NA> <NA> negative
## CCIS17669415ST-4-0 i lc negative
## CCIS20795251ST-4-0 <NA> <NA> negative
## CCIS21126322ST-4-0 <NA> <NA> negative
## CCIS21278152ST-4-0 ii sigma positive
## CCIS22416007ST-4-0 iv lc negative
## CCIS22958137ST-20-0 iv rc positive
## CCIS23164343ST-4-0 <NA> <NA> negative
## CCIS24254057ST-4-0 iv rc negative
## CCIS27304052ST-3-0 <NA> <NA> negative
## CCIS27927933ST-4-0 <NA> <NA> negative
## CCIS29210128ST-4-0 <NA> <NA> negative
## CCIS29688262ST-20-0 <NA> <NA> negative
## CCIS32452666ST-4-0 <NA> <NA> negative
## CCIS33816588ST-4-0 iii lc positive
## CCIS34055159ST-4-0 i lc positive
## CCIS34604008ST-4-0 <NA> <NA> negative
## CCIS35100175ST-4-0 i lc negative
## CCIS36699628ST-4-0 <NA> <NA> negative
## CCIS36797902ST-4-0 <NA> <NA> negative
## CCIS38765456ST-20-0 iv lc positive
## CCIS40244499ST-3-0 ii rc negative
## CCIS41222843ST-4-0 iii lc negative
## CCIS41288781ST-4-0 ii rc negative
## CCIS41548810ST-4-0 iv lc positive
## CCIS41692898ST-4-0 <NA> <NA> negative
## CCIS44093303ST-4-0 <NA> <NA> positive
## CCIS44757994ST-4-0 iii lc negative
## CCIS45571137ST-3-0 <NA> <NA> negative
## CCIS45793747ST-4-0 <NA> <NA> negative
## CCIS46047672ST-4-0 iv lc negative
## CCIS46467422ST-4-0 iii rc negative
## CCIS47284573ST-4-0 iii rectum positive
## CCIS48174381ST-4-0 <NA> <NA> negative
## CCIS48725289ST-4-0 i sigma positive
## CCIS50003399ST-4-0 <NA> <NA> negative
## CCIS50148151ST-4-0 iii rc negative
## CCIS50471204ST-4-0 <NA> <NA> negative
## CCIS51595129ST-4-0 <NA> <NA> negative
## CCIS52370277ST-4-0 iv lc negative
## CCIS53043478ST-4-0 iv lc positive
## CCIS53355328ST-4-0 i lc positive
## CCIS55230578ST-4-0 iv rc negative
## CCIS58234805ST-4-0 iii lc positive
## CCIS59132091ST-4-0 i lc negative
## CCIS61287323ST-4-0 ii rectum positive
## CCIS62605362ST-3-0 ii rc positive
## CCIS62794166ST-4-0 iv lc negative
## CCIS63448910ST-4-0 <NA> <NA> negative
## CCIS63468405ST-4-0 <NA> <NA> negative
## CCIS63910149ST-4-0 <NA> <NA> negative
## CCIS64773582ST-4-0 <NA> <NA> negative
## CCIS64785924ST-20-0 <NA> <NA> negative
## CCIS65479369ST-4-0 iv rc positive
## CCIS71301801ST-4-0 i rectum positive
## CCIS71578391ST-4-0 <NA> <NA> negative
## CCIS72607085ST-4-0 iv lc negative
## CCIS74239020ST-4-0 <NA> <NA> negative
## CCIS76845094ST-20-0 iv rc positive
## CCIS77252613ST-4-0 i lc positive
## CCIS78100604ST-4-0 <NA> <NA> negative
## CCIS78318719ST-4-0 ii rc negative
## CCIS79210440ST-3-0 <NA> <NA> positive
## CCIS80834637ST-4-0 <NA> <NA> negative
## CCIS81139242ST-4-0 <NA> <NA> negative
## CCIS81887263ST-4-0 i rectum positive
## CCIS82146115ST-4-0 iv rc negative
## CCIS82507866ST-3-0 <NA> <NA> negative
## CCIS82944710ST-20-0 <NA> <NA> negative
## CCIS83870198ST-4-0 i lc negative
## CCIS84543192ST-4-0 i rectum positive
## CCIS85214191ST-3-0 iv rc positive
## CCIS87116798ST-4-0 iv lc negative
## CCIS87167916ST-4-0 iv rectum positive
## CCIS87252800ST-4-0 i sigma negative
## CCIS87605453ST-4-0 ii rc positive
## CCIS88007743ST-4-0 <NA> <NA> negative
## CCIS88317640ST-4-0 <NA> <NA> negative
## CCIS90164298ST-4-0 <NA> <NA> negative
## CCIS91228662ST-4-0 i lc negative
## CCIS93040568ST-20-0 <NA> <NA> negative
## CCIS94417875ST-3-0 <NA> <NA> negative
## CCIS94603952ST-4-0 <NA> <NA> negative
## CCIS95097901ST-4-0 <NA> <NA> negative
## CCIS95409808ST-4-0 <NA> <NA> negative
## CCIS98482370ST-3-0 <NA> <NA> negative
## CCIS98512455ST-4-0 iv rc negative
## CCIS98832363ST-4-0 iii lc positive
## wif-1_gene_methylation_test group bodysite ethnicity
## CCIS00146684ST-4-0 negative control stool white
## CCIS00281083ST-3-0 negative control stool white
## CCIS02124300ST-4-0 negative control stool white
## CCIS02379307ST-4-0 positive crc stool white
## CCIS02856720ST-4-0 negative control stool white
## CCIS03473770ST-4-0 negative control stool white
## CCIS03857607ST-4-0 negative control stool white
## CCIS05314658ST-4-0 negative control stool white
## CCIS06260551ST-3-0 positive crc stool white
## CCIS07277498ST-4-0 negative control stool white
## CCIS07539127ST-4-0 negative control stool white
## CCIS07648107ST-4-0 negative control stool white
## CCIS09568613ST-4-0 negative control stool white
## CCIS10706551ST-3-0 negative control stool white
## CCIS11015875ST-4-0 negative crc stool white
## CCIS11354283ST-4-0 negative control stool white
## CCIS11362406ST-4-0 negative control stool white
## CCIS11558985ST-4-0 <NA> control stool white
## CCIS12370844ST-4-0 positive crc stool white
## CCIS12656533ST-4-0 negative crc stool white
## CCIS13047523ST-4-0 negative control stool white
## CCIS14449628ST-4-0 positive crc stool white
## CCIS15704761ST-4-0 <NA> crc stool white
## CCIS15794887ST-4-0 negative control stool white
## CCIS16326685ST-4-0 negative control stool white
## CCIS16383318ST-4-0 negative control stool white
## CCIS16561622ST-4-0 negative control stool white
## CCIS17669415ST-4-0 positive crc stool white
## CCIS20795251ST-4-0 negative control stool white
## CCIS21126322ST-4-0 negative control stool white
## CCIS21278152ST-4-0 negative crc stool white
## CCIS22416007ST-4-0 negative crc stool white
## CCIS22958137ST-20-0 negative crc stool white
## CCIS23164343ST-4-0 negative control stool white
## CCIS24254057ST-4-0 negative crc stool white
## CCIS27304052ST-3-0 negative control stool white
## CCIS27927933ST-4-0 negative control stool white
## CCIS29210128ST-4-0 negative control stool white
## CCIS29688262ST-20-0 positive control stool white
## CCIS32452666ST-4-0 negative control stool white
## CCIS33816588ST-4-0 positive crc stool white
## CCIS34055159ST-4-0 positive crc stool white
## CCIS34604008ST-4-0 negative control stool white
## CCIS35100175ST-4-0 negative crc stool white
## CCIS36699628ST-4-0 negative control stool white
## CCIS36797902ST-4-0 positive control stool white
## CCIS38765456ST-20-0 positive crc stool white
## CCIS40244499ST-3-0 negative crc stool white
## CCIS41222843ST-4-0 negative crc stool white
## CCIS41288781ST-4-0 negative crc stool white
## CCIS41548810ST-4-0 negative crc stool white
## CCIS41692898ST-4-0 negative control stool white
## CCIS44093303ST-4-0 negative control stool white
## CCIS44757994ST-4-0 positive crc stool white
## CCIS45571137ST-3-0 negative control stool white
## CCIS45793747ST-4-0 negative control stool white
## CCIS46047672ST-4-0 positive crc stool white
## CCIS46467422ST-4-0 positive crc stool white
## CCIS47284573ST-4-0 negative crc stool white
## CCIS48174381ST-4-0 negative control stool white
## CCIS48725289ST-4-0 negative crc stool white
## CCIS50003399ST-4-0 negative control stool white
## CCIS50148151ST-4-0 negative crc stool white
## CCIS50471204ST-4-0 negative control stool white
## CCIS51595129ST-4-0 negative control stool white
## CCIS52370277ST-4-0 positive crc stool white
## CCIS53043478ST-4-0 positive crc stool white
## CCIS53355328ST-4-0 positive crc stool white
## CCIS55230578ST-4-0 negative crc stool white
## CCIS58234805ST-4-0 positive crc stool white
## CCIS59132091ST-4-0 negative crc stool white
## CCIS61287323ST-4-0 negative crc stool white
## CCIS62605362ST-3-0 negative crc stool white
## CCIS62794166ST-4-0 <NA> crc stool white
## CCIS63448910ST-4-0 negative control stool white
## CCIS63468405ST-4-0 negative control stool white
## CCIS63910149ST-4-0 negative control stool white
## CCIS64773582ST-4-0 negative control stool white
## CCIS64785924ST-20-0 negative control stool white
## CCIS65479369ST-4-0 positive crc stool white
## CCIS71301801ST-4-0 positive crc stool white
## CCIS71578391ST-4-0 negative control stool white
## CCIS72607085ST-4-0 negative crc stool white
## CCIS74239020ST-4-0 negative control stool white
## CCIS76845094ST-20-0 negative crc stool white
## CCIS77252613ST-4-0 positive crc stool white
## CCIS78100604ST-4-0 negative control stool white
## CCIS78318719ST-4-0 negative crc stool white
## CCIS79210440ST-3-0 negative control stool white
## CCIS80834637ST-4-0 negative control stool white
## CCIS81139242ST-4-0 negative control stool white
## CCIS81887263ST-4-0 positive crc stool white
## CCIS82146115ST-4-0 negative crc stool white
## CCIS82507866ST-3-0 negative control stool white
## CCIS82944710ST-20-0 negative control stool white
## CCIS83870198ST-4-0 negative crc stool white
## CCIS84543192ST-4-0 negative crc stool white
## CCIS85214191ST-3-0 positive crc stool white
## CCIS87116798ST-4-0 negative crc stool white
## CCIS87167916ST-4-0 negative crc stool white
## CCIS87252800ST-4-0 positive crc stool white
## CCIS87605453ST-4-0 negative crc stool white
## CCIS88007743ST-4-0 negative control stool white
## CCIS88317640ST-4-0 negative control stool white
## CCIS90164298ST-4-0 negative control stool white
## CCIS91228662ST-4-0 positive crc stool white
## CCIS93040568ST-20-0 negative control stool white
## CCIS94417875ST-3-0 negative control stool white
## CCIS94603952ST-4-0 negative control stool white
## CCIS95097901ST-4-0 negative control stool white
## CCIS95409808ST-4-0 negative control stool white
## CCIS98482370ST-3-0 negative control stool white
## CCIS98512455ST-4-0 negative crc stool white
## CCIS98832363ST-4-0 negative crc stool white
## number_reads
## CCIS00146684ST-4-0 76003628
## CCIS00281083ST-3-0 47190574
## CCIS02124300ST-4-0 87631061
## CCIS02379307ST-4-0 10574044
## CCIS02856720ST-4-0 73567419
## CCIS03473770ST-4-0 46217866
## CCIS03857607ST-4-0 63911163
## CCIS05314658ST-4-0 61688036
## CCIS06260551ST-3-0 36441111
## CCIS07277498ST-4-0 66936604
## CCIS07539127ST-4-0 68406226
## CCIS07648107ST-4-0 66245949
## CCIS09568613ST-4-0 75876874
## CCIS10706551ST-3-0 65983849
## CCIS11015875ST-4-0 57428555
## CCIS11354283ST-4-0 62234037
## CCIS11362406ST-4-0 103363989
## CCIS11558985ST-4-0 37988049
## CCIS12370844ST-4-0 5783578
## CCIS12656533ST-4-0 45546920
## CCIS13047523ST-4-0 62891719
## CCIS14449628ST-4-0 51748595
## CCIS15704761ST-4-0 42764985
## CCIS15794887ST-4-0 45764894
## CCIS16326685ST-4-0 53344597
## CCIS16383318ST-4-0 78085760
## CCIS16561622ST-4-0 87807063
## CCIS17669415ST-4-0 69983469
## CCIS20795251ST-4-0 55286215
## CCIS21126322ST-4-0 82207625
## CCIS21278152ST-4-0 53183717
## CCIS22416007ST-4-0 90417909
## CCIS22958137ST-20-0 98059549
## CCIS23164343ST-4-0 68712649
## CCIS24254057ST-4-0 133597487
## CCIS27304052ST-3-0 48552680
## CCIS27927933ST-4-0 97043260
## CCIS29210128ST-4-0 48275455
## CCIS29688262ST-20-0 81666867
## CCIS32452666ST-4-0 53858804
## CCIS33816588ST-4-0 64242756
## CCIS34055159ST-4-0 46734542
## CCIS34604008ST-4-0 71147118
## CCIS35100175ST-4-0 54177103
## CCIS36699628ST-4-0 66456701
## CCIS36797902ST-4-0 43056463
## CCIS38765456ST-20-0 81682982
## CCIS40244499ST-3-0 55812127
## CCIS41222843ST-4-0 90240238
## CCIS41288781ST-4-0 44391860
## CCIS41548810ST-4-0 55469214
## CCIS41692898ST-4-0 75046271
## CCIS44093303ST-4-0 73343518
## CCIS44757994ST-4-0 49916410
## CCIS45571137ST-3-0 37805003
## CCIS45793747ST-4-0 84805529
## CCIS46047672ST-4-0 42982745
## CCIS46467422ST-4-0 12659025
## CCIS47284573ST-4-0 39745148
## CCIS48174381ST-4-0 51253211
## CCIS48725289ST-4-0 35971780
## CCIS50003399ST-4-0 63416533
## CCIS50148151ST-4-0 54709150
## CCIS50471204ST-4-0 81465089
## CCIS51595129ST-4-0 59350393
## CCIS52370277ST-4-0 56128839
## CCIS53043478ST-4-0 41468101
## CCIS53355328ST-4-0 40022941
## CCIS55230578ST-4-0 62688390
## CCIS58234805ST-4-0 24459826
## CCIS59132091ST-4-0 103034276
## CCIS61287323ST-4-0 79673095
## CCIS62605362ST-3-0 134059337
## CCIS62794166ST-4-0 39333809
## CCIS63448910ST-4-0 61901654
## CCIS63468405ST-4-0 67395395
## CCIS63910149ST-4-0 24843993
## CCIS64773582ST-4-0 91118209
## CCIS64785924ST-20-0 12636839
## CCIS65479369ST-4-0 16650614
## CCIS71301801ST-4-0 95671668
## CCIS71578391ST-4-0 74021867
## CCIS72607085ST-4-0 46481994
## CCIS74239020ST-4-0 60489281
## CCIS76845094ST-20-0 153432400
## CCIS77252613ST-4-0 89494083
## CCIS78100604ST-4-0 78150540
## CCIS78318719ST-4-0 59124409
## CCIS79210440ST-3-0 44022141
## CCIS80834637ST-4-0 95462023
## CCIS81139242ST-4-0 66773170
## CCIS81887263ST-4-0 89976522
## CCIS82146115ST-4-0 96243432
## CCIS82507866ST-3-0 45388199
## CCIS82944710ST-20-0 8890877
## CCIS83870198ST-4-0 75224196
## CCIS84543192ST-4-0 35125765
## CCIS85214191ST-3-0 60695192
## CCIS87116798ST-4-0 50624818
## CCIS87167916ST-4-0 50204707
## CCIS87252800ST-4-0 26015120
## CCIS87605453ST-4-0 83221305
## CCIS88007743ST-4-0 62698501
## CCIS88317640ST-4-0 72027798
## CCIS90164298ST-4-0 64903644
## CCIS91228662ST-4-0 94076829
## CCIS93040568ST-20-0 13523536
## CCIS94417875ST-3-0 44052987
## CCIS94603952ST-4-0 69804753
## CCIS95097901ST-4-0 51567166
## CCIS95409808ST-4-0 66865743
## CCIS98482370ST-3-0 45190917
## CCIS98512455ST-4-0 46052438
## CCIS98832363ST-4-0 69793122
## -----------------------------------------------------------------------------
pData(zellerNC)[ sample(ncol(zellerNC), 3), ]
## subjectID age gender bmi country disease tnm_stage
## CCIS95409808ST-4-0 FR-152 63 female 21 france n <NA>
## CCIS80834637ST-4-0 FR-716 60 female 28 france n <NA>
## CCIS09568613ST-4-0 FR-400 67 male 21 france n <NA>
## ajcc_stage localization fobt wif-1_gene_methylation_test
## CCIS95409808ST-4-0 <NA> <NA> negative negative
## CCIS80834637ST-4-0 <NA> <NA> negative negative
## CCIS09568613ST-4-0 <NA> <NA> negative negative
## group bodysite ethnicity number_reads
## CCIS95409808ST-4-0 control stool white 66865743
## CCIS80834637ST-4-0 control stool white 95462023
## CCIS09568613ST-4-0 control stool white 75876874
strwrap
## function (x, width = 0.9 * getOption("width"), indent = 0, exdent = 0,
## prefix = "", simplify = TRUE, initial = prefix)
## {
## if (!is.character(x))
## x <- as.character(x)
## indentString <- strrep(" ", indent)
## exdentString <- strrep(" ", exdent)
## y <- list()
## enc <- Encoding(x)
## x <- enc2utf8(x)
## if (any(ind <- !validEnc(x)))
## x[ind] <- iconv(x[ind], "UTF-8", "UTF-8", sub = "byte")
## z <- lapply(strsplit(x, "\n[ \t\n]*\n", perl = TRUE), strsplit,
## "[ \t\n]", perl = TRUE)
## for (i in seq_along(z)) {
## yi <- character()
## for (j in seq_along(z[[i]])) {
## words <- z[[i]][[j]]
## nc <- nchar(words, type = "w")
## if (anyNA(nc)) {
## nc0 <- nchar(words, type = "b")
## nc[is.na(nc)] <- nc0[is.na(nc)]
## }
## if (any(nc == 0L)) {
## zLenInd <- which(nc == 0L)
## zLenInd <- zLenInd[!(zLenInd %in% (grep("[.?!][)\"']{0,1}$",
## words, perl = TRUE, useBytes = TRUE) + 1L))]
## if (length(zLenInd)) {
## words <- words[-zLenInd]
## nc <- nc[-zLenInd]
## }
## }
## if (!length(words)) {
## yi <- c(yi, "", initial)
## next
## }
## currentIndex <- 0L
## lowerBlockIndex <- 1L
## upperBlockIndex <- integer()
## lens <- cumsum(nc + 1L)
## first <- TRUE
## maxLength <- width - nchar(initial, type = "w") -
## indent
## while (length(lens)) {
## k <- max(sum(lens <= maxLength), 1L)
## if (first) {
## first <- FALSE
## maxLength <- width - nchar(prefix, type = "w") -
## exdent
## }
## currentIndex <- currentIndex + k
## if (nc[currentIndex] == 0L)
## upperBlockIndex <- c(upperBlockIndex, currentIndex -
## 1L)
## else upperBlockIndex <- c(upperBlockIndex, currentIndex)
## if (length(lens) > k) {
## if (nc[currentIndex + 1L] == 0L) {
## currentIndex <- currentIndex + 1L
## k <- k + 1L
## }
## lowerBlockIndex <- c(lowerBlockIndex, currentIndex +
## 1L)
## }
## if (length(lens) > k)
## lens <- lens[-seq_len(k)] - lens[k]
## else lens <- NULL
## }
## nBlocks <- length(upperBlockIndex)
## s <- paste0(c(initial, rep.int(prefix, nBlocks -
## 1L)), c(indentString, rep.int(exdentString, nBlocks -
## 1L)))
## initial <- prefix
## for (k in seq_len(nBlocks)) s[k] <- paste0(s[k],
## paste(words[lowerBlockIndex[k]:upperBlockIndex[k]],
## collapse = " "))
## yi <- c(yi, s, prefix)
## }
## y <- if (length(yi))
## c(y, list(yi[-length(yi)]))
## else c(y, "")
## }
## if (length(pos <- which(enc == "latin1"))) {
## y[pos] <- lapply(y[pos], function(s) {
## e <- Encoding(s)
## if (length(p <- which(e == "UTF-8")))
## s[p] <- iconv(s[p], "UTF-8", "latin1", sub = "byte")
## s
## })
## }
## if (simplify)
## y <- as.character(unlist(y))
## y
## }
## <bytecode: 0x00000233b6850190>
## <environment: namespace:base>
## -----------------------------------------------------------------------------
formatfn = function(x)
gsub("|", "| ", x, fixed = TRUE) |> lapply(strwrap)
rownames(zellerNC)[1:4]
## [1] "k__Bacteria" "k__Viruses"
## [3] "k__Bacteria|p__Firmicutes" "k__Bacteria|p__Bacteroidetes"
nrow(zellerNC) + (-2:0)
## [1] 1503 1504 1505
rownames(zellerNC)[nrow(zellerNC) + (-2:0)]
## [1] "k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_termitidis"
## [2] "k__Viruses|p__Viruses_noname|c__Viruses_noname|o__Viruses_noname|f__Baculoviridae|g__Alphabaculovirus|s__Bombyx_mori_nucleopolyhedrovirus|t__Bombyx_mori_nucleopolyhedrovirus_unclassified"
## [3] "k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfovibrionales|f__Desulfovibrionaceae|g__Desulfovibrio|s__Desulfovibrio_termitidis|t__GCF_000504305"
rownames(zellerNC)[nrow(zellerNC) + (-2:0)] |> formatfn()
## [[1]]
## [1] "k__Bacteria| p__Proteobacteria| c__Deltaproteobacteria|"
## [2] "o__Desulfovibrionales| f__Desulfovibrionaceae| g__Desulfovibrio|"
## [3] "s__Desulfovibrio_termitidis"
##
## [[2]]
## [1] "k__Viruses| p__Viruses_noname| c__Viruses_noname| o__Viruses_noname|"
## [2] "f__Baculoviridae| g__Alphabaculovirus|"
## [3] "s__Bombyx_mori_nucleopolyhedrovirus|"
## [4] "t__Bombyx_mori_nucleopolyhedrovirus_unclassified"
##
## [[3]]
## [1] "k__Bacteria| p__Proteobacteria| c__Deltaproteobacteria|"
## [2] "o__Desulfovibrionales| f__Desulfovibrionaceae| g__Desulfovibrio|"
## [3] "s__Desulfovibrio_termitidis| t__GCF_000504305"
dim(Biobase::exprs(zellerNC))
## [1] 1505 114
dim(Biobase::exprs(zellerNC)[c(510, 527), ])
## [1] 2 114
Biobase::exprs(zellerNC)[c(510, 527), ][, 1:2]
## CCIS00146684ST-4-0
## k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055 0
## k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified 0
## CCIS00281083ST-3-0
## k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055 0
## k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified 0
melt(Biobase::exprs(zellerNC)[c(510, 527), ])
## Var1
## 1 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 2 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 3 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 4 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 5 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 6 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 7 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 8 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 9 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 10 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 11 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 12 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 13 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 14 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 15 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 16 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 17 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 18 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 19 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 20 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 21 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 22 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 23 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 24 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 25 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 26 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 27 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 28 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 29 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 30 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 31 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 32 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 33 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 34 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 35 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 36 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 37 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 38 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 39 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 40 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 41 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 42 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 43 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 44 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 45 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 46 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 47 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 48 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 49 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 50 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 51 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 52 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 53 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 54 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 55 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 56 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 57 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 58 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 59 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 60 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 61 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 62 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 63 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 64 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 65 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 66 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 67 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 68 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 69 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 70 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 71 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 72 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 73 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 74 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 75 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 76 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 77 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 78 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 79 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 80 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 81 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 82 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 83 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 84 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 85 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 86 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 87 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 88 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 89 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 90 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 91 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 92 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 93 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 94 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 95 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 96 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 97 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 98 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 99 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 100 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 101 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 102 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 103 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 104 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 105 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 106 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 107 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 108 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 109 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 110 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 111 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 112 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 113 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 114 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 115 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 116 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 117 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 118 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 119 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 120 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 121 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 122 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 123 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 124 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 125 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 126 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 127 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 128 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 129 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 130 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 131 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 132 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 133 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 134 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 135 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 136 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 137 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 138 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 139 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 140 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 141 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 142 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 143 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 144 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 145 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 146 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 147 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 148 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 149 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 150 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 151 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 152 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 153 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 154 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 155 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 156 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 157 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 158 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 159 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 160 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 161 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 162 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 163 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 164 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 165 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 166 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 167 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 168 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 169 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 170 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 171 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 172 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 173 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 174 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 175 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 176 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 177 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 178 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 179 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 180 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 181 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 182 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 183 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 184 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 185 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 186 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 187 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 188 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 189 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 190 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 191 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 192 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 193 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 194 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 195 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 196 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 197 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 198 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 199 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 200 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 201 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 202 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 203 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 204 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 205 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 206 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 207 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 208 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 209 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 210 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 211 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 212 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 213 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 214 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 215 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 216 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 217 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 218 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 219 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 220 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 221 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 222 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 223 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 224 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 225 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 226 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## 227 k__Bacteria|p__Firmicutes|c__Negativicutes|o__Selenomonadales|f__Veillonellaceae|g__Dialister|s__Dialister_invisus|t__GCF_000160055
## 228 k__Bacteria|p__Firmicutes|c__Clostridia|o__Clostridiales|f__Clostridiaceae|g__Clostridium|s__Clostridium_symbiosum|t__Clostridium_symbiosum_unclassified
## Var2 value
## 1 CCIS00146684ST-4-0 0.00000
## 2 CCIS00146684ST-4-0 0.00000
## 3 CCIS00281083ST-3-0 0.00000
## 4 CCIS00281083ST-3-0 0.00000
## 5 CCIS02124300ST-4-0 10.11448
## 6 CCIS02124300ST-4-0 0.03374
## 7 CCIS02379307ST-4-0 0.00000
## 8 CCIS02379307ST-4-0 0.00000
## 9 CCIS02856720ST-4-0 0.00062
## 10 CCIS02856720ST-4-0 0.00915
## 11 CCIS03473770ST-4-0 1.08436
## 12 CCIS03473770ST-4-0 0.00000
## 13 CCIS03857607ST-4-0 0.00000
## 14 CCIS03857607ST-4-0 0.00000
## 15 CCIS05314658ST-4-0 0.00040
## 16 CCIS05314658ST-4-0 0.00000
## 17 CCIS06260551ST-3-0 0.00000
## 18 CCIS06260551ST-3-0 0.60786
## 19 CCIS07277498ST-4-0 3.37841
## 20 CCIS07277498ST-4-0 0.00000
## 21 CCIS07539127ST-4-0 0.00000
## 22 CCIS07539127ST-4-0 0.00000
## 23 CCIS07648107ST-4-0 0.00000
## 24 CCIS07648107ST-4-0 0.06993
## 25 CCIS09568613ST-4-0 0.00000
## 26 CCIS09568613ST-4-0 0.08619
## 27 CCIS10706551ST-3-0 0.00000
## 28 CCIS10706551ST-3-0 0.00000
## 29 CCIS11015875ST-4-0 0.00000
## 30 CCIS11015875ST-4-0 0.00000
## 31 CCIS11354283ST-4-0 0.00000
## 32 CCIS11354283ST-4-0 0.00925
## 33 CCIS11362406ST-4-0 0.02717
## 34 CCIS11362406ST-4-0 0.00000
## 35 CCIS11558985ST-4-0 0.00000
## 36 CCIS11558985ST-4-0 0.00000
## 37 CCIS12370844ST-4-0 0.00000
## 38 CCIS12370844ST-4-0 0.00000
## 39 CCIS12656533ST-4-0 0.00000
## 40 CCIS12656533ST-4-0 0.42758
## 41 CCIS13047523ST-4-0 0.89276
## 42 CCIS13047523ST-4-0 0.01828
## 43 CCIS14449628ST-4-0 0.09691
## 44 CCIS14449628ST-4-0 0.69246
## 45 CCIS15704761ST-4-0 0.03921
## 46 CCIS15704761ST-4-0 0.00000
## 47 CCIS15794887ST-4-0 0.00094
## 48 CCIS15794887ST-4-0 0.00000
## 49 CCIS16326685ST-4-0 0.00501
## 50 CCIS16326685ST-4-0 0.08719
## 51 CCIS16383318ST-4-0 0.00000
## 52 CCIS16383318ST-4-0 0.00721
## 53 CCIS16561622ST-4-0 0.00000
## 54 CCIS16561622ST-4-0 0.02169
## 55 CCIS17669415ST-4-0 0.00000
## 56 CCIS17669415ST-4-0 0.02061
## 57 CCIS20795251ST-4-0 0.27611
## 58 CCIS20795251ST-4-0 0.00000
## 59 CCIS21126322ST-4-0 3.50635
## 60 CCIS21126322ST-4-0 0.00000
## 61 CCIS21278152ST-4-0 0.00092
## 62 CCIS21278152ST-4-0 0.00000
## 63 CCIS22416007ST-4-0 0.00000
## 64 CCIS22416007ST-4-0 0.00344
## 65 CCIS22958137ST-20-0 0.00000
## 66 CCIS22958137ST-20-0 0.18182
## 67 CCIS23164343ST-4-0 0.00000
## 68 CCIS23164343ST-4-0 0.00201
## 69 CCIS24254057ST-4-0 0.00260
## 70 CCIS24254057ST-4-0 0.57575
## 71 CCIS27304052ST-3-0 7.33171
## 72 CCIS27304052ST-3-0 0.00000
## 73 CCIS27927933ST-4-0 0.00623
## 74 CCIS27927933ST-4-0 0.00000
## 75 CCIS29210128ST-4-0 0.00000
## 76 CCIS29210128ST-4-0 0.00000
## 77 CCIS29688262ST-20-0 0.00000
## 78 CCIS29688262ST-20-0 0.00000
## 79 CCIS32452666ST-4-0 0.00000
## 80 CCIS32452666ST-4-0 0.00398
## 81 CCIS33816588ST-4-0 0.00000
## 82 CCIS33816588ST-4-0 0.00000
## 83 CCIS34055159ST-4-0 0.00610
## 84 CCIS34055159ST-4-0 0.02700
## 85 CCIS34604008ST-4-0 0.00000
## 86 CCIS34604008ST-4-0 0.00301
## 87 CCIS35100175ST-4-0 0.01598
## 88 CCIS35100175ST-4-0 0.00073
## 89 CCIS36699628ST-4-0 0.00000
## 90 CCIS36699628ST-4-0 0.00000
## 91 CCIS36797902ST-4-0 0.00000
## 92 CCIS36797902ST-4-0 0.00000
## 93 CCIS38765456ST-20-0 0.00000
## 94 CCIS38765456ST-20-0 0.00000
## 95 CCIS40244499ST-3-0 0.00000
## 96 CCIS40244499ST-3-0 0.50718
## 97 CCIS41222843ST-4-0 0.00000
## 98 CCIS41222843ST-4-0 0.00467
## 99 CCIS41288781ST-4-0 0.00000
## 100 CCIS41288781ST-4-0 0.29511
## 101 CCIS41548810ST-4-0 0.00000
## 102 CCIS41548810ST-4-0 0.01368
## 103 CCIS41692898ST-4-0 0.00000
## 104 CCIS41692898ST-4-0 0.00000
## 105 CCIS44093303ST-4-0 0.00000
## 106 CCIS44093303ST-4-0 0.00951
## 107 CCIS44757994ST-4-0 0.36456
## 108 CCIS44757994ST-4-0 0.00000
## 109 CCIS45571137ST-3-0 0.00000
## 110 CCIS45571137ST-3-0 0.00000
## 111 CCIS45793747ST-4-0 0.00036
## 112 CCIS45793747ST-4-0 0.00000
## 113 CCIS46047672ST-4-0 0.00730
## 114 CCIS46047672ST-4-0 0.36784
## 115 CCIS46467422ST-4-0 0.00000
## 116 CCIS46467422ST-4-0 0.00000
## 117 CCIS47284573ST-4-0 8.19573
## 118 CCIS47284573ST-4-0 0.00200
## 119 CCIS48174381ST-4-0 0.00000
## 120 CCIS48174381ST-4-0 0.09872
## 121 CCIS48725289ST-4-0 4.48686
## 122 CCIS48725289ST-4-0 0.00000
## 123 CCIS50003399ST-4-0 0.04973
## 124 CCIS50003399ST-4-0 0.00091
## 125 CCIS50148151ST-4-0 0.00000
## 126 CCIS50148151ST-4-0 1.04018
## 127 CCIS50471204ST-4-0 0.00000
## 128 CCIS50471204ST-4-0 0.10714
## 129 CCIS51595129ST-4-0 0.00000
## 130 CCIS51595129ST-4-0 0.00000
## 131 CCIS52370277ST-4-0 0.85960
## 132 CCIS52370277ST-4-0 0.13898
## 133 CCIS53043478ST-4-0 0.00000
## 134 CCIS53043478ST-4-0 0.00000
## 135 CCIS53355328ST-4-0 0.02184
## 136 CCIS53355328ST-4-0 0.12606
## 137 CCIS55230578ST-4-0 0.00064
## 138 CCIS55230578ST-4-0 0.00541
## 139 CCIS58234805ST-4-0 0.00000
## 140 CCIS58234805ST-4-0 0.01199
## 141 CCIS59132091ST-4-0 0.00460
## 142 CCIS59132091ST-4-0 0.00000
## 143 CCIS61287323ST-4-0 0.00000
## 144 CCIS61287323ST-4-0 0.00000
## 145 CCIS62605362ST-3-0 1.07064
## 146 CCIS62605362ST-3-0 0.00000
## 147 CCIS62794166ST-4-0 0.00000
## 148 CCIS62794166ST-4-0 0.00000
## 149 CCIS63448910ST-4-0 0.00000
## 150 CCIS63448910ST-4-0 0.00000
## 151 CCIS63468405ST-4-0 0.00000
## 152 CCIS63468405ST-4-0 0.00000
## 153 CCIS63910149ST-4-0 0.00000
## 154 CCIS63910149ST-4-0 0.00000
## 155 CCIS64773582ST-4-0 0.00000
## 156 CCIS64773582ST-4-0 0.00000
## 157 CCIS64785924ST-20-0 0.00000
## 158 CCIS64785924ST-20-0 0.00000
## 159 CCIS65479369ST-4-0 0.00000
## 160 CCIS65479369ST-4-0 0.00370
## 161 CCIS71301801ST-4-0 0.00000
## 162 CCIS71301801ST-4-0 0.01570
## 163 CCIS71578391ST-4-0 0.00000
## 164 CCIS71578391ST-4-0 0.00000
## 165 CCIS72607085ST-4-0 0.01170
## 166 CCIS72607085ST-4-0 0.23107
## 167 CCIS74239020ST-4-0 0.00000
## 168 CCIS74239020ST-4-0 0.00000
## 169 CCIS76845094ST-20-0 5.38988
## 170 CCIS76845094ST-20-0 0.03105
## 171 CCIS77252613ST-4-0 0.00000
## 172 CCIS77252613ST-4-0 0.00075
## 173 CCIS78100604ST-4-0 5.02251
## 174 CCIS78100604ST-4-0 0.03202
## 175 CCIS78318719ST-4-0 0.33630
## 176 CCIS78318719ST-4-0 0.00000
## 177 CCIS79210440ST-3-0 0.00000
## 178 CCIS79210440ST-3-0 0.00000
## 179 CCIS80834637ST-4-0 0.51982
## 180 CCIS80834637ST-4-0 0.00000
## 181 CCIS81139242ST-4-0 0.47711
## 182 CCIS81139242ST-4-0 0.00000
## 183 CCIS81887263ST-4-0 0.00000
## 184 CCIS81887263ST-4-0 0.00709
## 185 CCIS82146115ST-4-0 2.47878
## 186 CCIS82146115ST-4-0 0.00000
## 187 CCIS82507866ST-3-0 0.00000
## 188 CCIS82507866ST-3-0 0.00000
## 189 CCIS82944710ST-20-0 2.16650
## 190 CCIS82944710ST-20-0 0.00000
## 191 CCIS83870198ST-4-0 5.55376
## 192 CCIS83870198ST-4-0 0.00000
## 193 CCIS84543192ST-4-0 0.00000
## 194 CCIS84543192ST-4-0 0.00000
## 195 CCIS85214191ST-3-0 0.00000
## 196 CCIS85214191ST-3-0 0.83507
## 197 CCIS87116798ST-4-0 0.00000
## 198 CCIS87116798ST-4-0 0.00000
## 199 CCIS87167916ST-4-0 0.00000
## 200 CCIS87167916ST-4-0 0.00704
## 201 CCIS87252800ST-4-0 0.00000
## 202 CCIS87252800ST-4-0 0.34714
## 203 CCIS87605453ST-4-0 0.00000
## 204 CCIS87605453ST-4-0 0.22750
## 205 CCIS88007743ST-4-0 1.76747
## 206 CCIS88007743ST-4-0 0.18357
## 207 CCIS88317640ST-4-0 1.94223
## 208 CCIS88317640ST-4-0 0.00000
## 209 CCIS90164298ST-4-0 0.00000
## 210 CCIS90164298ST-4-0 0.00000
## 211 CCIS91228662ST-4-0 0.00000
## 212 CCIS91228662ST-4-0 0.06044
## 213 CCIS93040568ST-20-0 0.00000
## 214 CCIS93040568ST-20-0 0.00000
## 215 CCIS94417875ST-3-0 0.00000
## 216 CCIS94417875ST-3-0 0.00000
## 217 CCIS94603952ST-4-0 2.48109
## 218 CCIS94603952ST-4-0 0.00000
## 219 CCIS95097901ST-4-0 11.65876
## 220 CCIS95097901ST-4-0 0.47501
## 221 CCIS95409808ST-4-0 0.00000
## 222 CCIS95409808ST-4-0 0.00000
## 223 CCIS98482370ST-3-0 0.00000
## 224 CCIS98482370ST-3-0 0.00000
## 225 CCIS98512455ST-4-0 0.00000
## 226 CCIS98512455ST-4-0 0.00000
## 227 CCIS98832363ST-4-0 0.00000
## 228 CCIS98832363ST-4-0 0.00000
## -----------------------------------------------------------------------------
data <- melt(Biobase::exprs(zellerNC)[c(510, 527), ])
ggplot(data, aes(x = value)) +
geom_histogram(bins = 25)
dim(t(Biobase::exprs(zellerNC))) # 114 patients 1505 bacteria types
## [1] 114 1505
## -----------------------------------------------------------------------------
library("glmnet")
## Loading required package: Matrix
##
## Attaching package: 'Matrix'
## The following object is masked from 'package:S4Vectors':
##
## expand
## The following object is masked from 'package:reshape':
##
## expand
## The following object is masked from 'package:ggtree':
##
## expand
## Loaded glmnet 4.1-3
##
## Attaching package: 'glmnet'
## The following object is masked from 'package:gtools':
##
## na.replace
glmfit = glmnet(x = t(Biobase::exprs(zellerNC)),
y = factor(zellerNC$disease),
family = "binomial")
glmfit
##
## Call: glmnet(x = t(Biobase::exprs(zellerNC)), y = factor(zellerNC$disease), family = "binomial")
##
## Df %Dev Lambda
## 1 0 0.0 0.1860
## 2 2 0.9 0.1770
## 3 2 1.7 0.1690
## 4 2 2.5 0.1620
## 5 2 3.1 0.1540
## 6 2 3.8 0.1470
## 7 2 4.4 0.1410
## 8 3 5.0 0.1340
## 9 5 6.0 0.1280
## 10 11 7.7 0.1220
## 11 11 9.6 0.1170
## 12 12 11.4 0.1110
## 13 15 13.6 0.1060
## 14 15 15.6 0.1020
## 15 17 17.6 0.0969
## 16 20 19.7 0.0925
## 17 20 21.8 0.0883
## 18 23 23.8 0.0843
## 19 29 25.7 0.0805
## 20 32 27.9 0.0768
## 21 41 30.3 0.0733
## 22 44 32.6 0.0700
## 23 46 35.0 0.0668
## 24 47 37.2 0.0638
## 25 53 39.4 0.0609
## 26 65 41.6 0.0581
## 27 71 43.9 0.0555
## 28 72 46.1 0.0529
## 29 74 48.4 0.0505
## 30 79 50.6 0.0482
## 31 87 52.7 0.0460
## 32 94 54.8 0.0440
## 33 101 56.9 0.0420
## 34 103 58.9 0.0400
## 35 104 60.9 0.0382
## 36 115 62.7 0.0365
## 37 116 64.5 0.0348
## 38 122 66.2 0.0332
## 39 132 67.8 0.0317
## 40 131 69.4 0.0303
## 41 131 70.9 0.0289
## 42 135 72.3 0.0276
## 43 139 73.7 0.0263
## 44 136 75.0 0.0252
## 45 135 76.2 0.0240
## 46 136 77.4 0.0229
## 47 139 78.5 0.0219
## 48 140 79.5 0.0209
## 49 144 80.5 0.0199
## 50 144 81.5 0.0190
## 51 143 82.4 0.0182
## 52 145 83.2 0.0173
## 53 142 84.0 0.0165
## 54 142 84.8 0.0158
## 55 144 85.5 0.0151
## 56 145 86.2 0.0144
## 57 146 86.8 0.0137
## 58 148 87.5 0.0131
## 59 148 88.1 0.0125
## 60 152 88.6 0.0119
## 61 153 89.2 0.0114
## 62 154 89.7 0.0109
## 63 154 90.2 0.0104
## 64 155 90.6 0.0099
## 65 155 91.1 0.0095
## 66 155 91.5 0.0090
## 67 155 91.9 0.0086
## 68 153 92.2 0.0082
## 69 155 92.6 0.0079
## 70 155 93.0 0.0075
## 71 152 93.3 0.0072
## 72 158 93.6 0.0068
## 73 156 93.9 0.0065
## 74 156 94.2 0.0062
## 75 157 94.4 0.0060
## 76 157 94.7 0.0057
## 77 156 94.9 0.0054
## 78 155 95.2 0.0052
## 79 158 95.4 0.0049
## 80 159 95.6 0.0047
## 81 160 95.8 0.0045
## 82 161 96.0 0.0043
## 83 160 96.2 0.0041
## 84 159 96.4 0.0039
## 85 158 96.5 0.0037
## 86 158 96.7 0.0036
## 87 161 96.8 0.0034
## 88 162 97.0 0.0032
## 89 163 97.1 0.0031
## 90 162 97.3 0.0030
## 91 158 97.4 0.0028
## 92 160 97.5 0.0027
## 93 161 97.6 0.0026
## 94 161 97.7 0.0025
## 95 160 97.8 0.0024
## 96 157 97.9 0.0022
## 97 156 98.0 0.0021
## 98 157 98.1 0.0020
## 99 159 98.2 0.0019
## 100 159 98.3 0.0019
## -----------------------------------------------------------------------------
predTrsf = predict(glmfit, newx = t(Biobase::exprs(zellerNC)),
type = "class", s = 0.04)
table(predTrsf, zellerNC$disease)
##
## predTrsf cancer n
## cancer 51 0
## n 2 61
## -----------------------------------------------------------------------------
par(mai = c(0.5, 0.5, 0.575, 0.05))
plot(glmfit, col = brewer.pal(8, "Dark2"), lwd = sqrt(3), ylab = "")
## -----------------------------------------------------------------------------
cvglmfit = cv.glmnet(x = t(Biobase::exprs(zellerNC)),
y = factor(zellerNC$disease),
family = "binomial")
plot(cvglmfit)
## -----------------------------------------------------------------------------
cvglmfit$lambda.min
## [1] 0.0581
## -----------------------------------------------------------------------------
cvglmfit$lambda.1se
## [1] 0.106
## -----------------------------------------------------------------------------
s0 = cvglmfit$lambda.1se
predict(glmfit, newx = t(Biobase::exprs(zellerNC)),type = "class", s = s0) |>
table(zellerNC$disease)
##
## cancer n
## cancer 35 8
## n 18 53
## -----------------------------------------------------------------------------
coefs = coef(glmfit)[, which.min(abs(glmfit$lambda - s0))]
topthree = order(abs(coefs), decreasing = TRUE)[1:3]
as.vector(coefs[topthree])
## [1] -15.945 -2.130 -0.949
formatfn(names(coefs)[topthree])
## [[1]]
## [1] "k__Bacteria| p__Candidatus_Saccharibacteria|"
## [2] "c__Candidatus_Saccharibacteria_noname|"
## [3] "o__Candidatus_Saccharibacteria_noname|"
## [4] "f__Candidatus_Saccharibacteria_noname|"
## [5] "g__Candidatus_Saccharibacteria_noname|"
## [6] "s__candidate_division_TM7_single_cell_isolate_TM7b"
##
## [[2]]
## [1] "k__Bacteria| p__Firmicutes| c__Clostridia| o__Clostridiales|"
## [2] "f__Ruminococcaceae| g__Subdoligranulum| s__Subdoligranulum_variabile"
##
## [[3]]
## [1] "k__Bacteria| p__Firmicutes| c__Clostridia| o__Clostridiales|"
## [2] "f__Lachnospiraceae| g__Lachnospiraceae_noname|"
## [3] "s__Lachnospiraceae_bacterium_7_1_58FAA"
## -----------------------------------------------------------------------------
cv.glmnet(x = t(asinh(Biobase::exprs(zellerNC))),
y = factor(zellerNC$disease),
family = "binomial") |> plot()
## -----------------------------------------------------------------------------
sx = x[, x$Embryonic.day == "E3.25"]
embryoCellsClassifier = cv.glmnet(t(Biobase::exprs(sx)), sx$genotype,
family = "binomial", type.measure = "class")
plot(embryoCellsClassifier)
## -----------------------------------------------------------------------------
stopifnot(sum((diff(embryoCellsClassifier$cvm) * diff(embryoCellsClassifier$lambda)) < 0) <= 2)
## -----------------------------------------------------------------------------
mouse_de = rowttests(sx, "genotype")
ggplot(mouse_de, aes(x = p.value)) +
geom_histogram(boundary = 0, breaks = seq(0, 1, by = 0.01))
## -----------------------------------------------------------------------------
dists = as.matrix(dist(scale(t(Biobase::exprs(x)))))
## Found more than one class "dist" in cache; using the first, from namespace 'BiocGenerics'
## Also defined by 'spam'
## Found more than one class "dist" in cache; using the first, from namespace 'BiocGenerics'
## Also defined by 'spam'
diag(dists) = +Inf
## -----------------------------------------------------------------------------
nn = sapply(seq_len(ncol(dists)), function(i) which.min(dists[, i]))
table(x$sampleGroup, x$sampleGroup[nn]) |> `colnames<-`(NULL)
##
## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
## E3.25 33 0 0 0 3 0 0 0
## E3.25 (FGF4-KO) 1 15 0 1 0 0 0 0
## E3.5 (EPI) 2 0 3 0 6 0 0 0
## E3.5 (FGF4-KO) 0 0 0 8 0 0 0 0
## E3.5 (PE) 0 0 0 0 11 0 0 0
## E4.5 (EPI) 0 0 0 0 2 2 0 0
## E4.5 (FGF4-KO) 1 0 0 0 0 0 9 0
## E4.5 (PE) 0 0 0 0 2 0 0 2
## -----------------------------------------------------------------------------
library("caret")
caretMethods = names(getModelInfo())
caretMethods
## [1] "ada" "AdaBag" "AdaBoost.M1"
## [4] "adaboost" "amdai" "ANFIS"
## [7] "avNNet" "awnb" "awtan"
## [10] "bag" "bagEarth" "bagEarthGCV"
## [13] "bagFDA" "bagFDAGCV" "bam"
## [16] "bartMachine" "bayesglm" "binda"
## [19] "blackboost" "blasso" "blassoAveraged"
## [22] "bridge" "brnn" "BstLm"
## [25] "bstSm" "bstTree" "C5.0"
## [28] "C5.0Cost" "C5.0Rules" "C5.0Tree"
## [31] "cforest" "chaid" "CSimca"
## [34] "ctree" "ctree2" "cubist"
## [37] "dda" "deepboost" "DENFIS"
## [40] "dnn" "dwdLinear" "dwdPoly"
## [43] "dwdRadial" "earth" "elm"
## [46] "enet" "evtree" "extraTrees"
## [49] "fda" "FH.GBML" "FIR.DM"
## [52] "foba" "FRBCS.CHI" "FRBCS.W"
## [55] "FS.HGD" "gam" "gamboost"
## [58] "gamLoess" "gamSpline" "gaussprLinear"
## [61] "gaussprPoly" "gaussprRadial" "gbm_h2o"
## [64] "gbm" "gcvEarth" "GFS.FR.MOGUL"
## [67] "GFS.LT.RS" "GFS.THRIFT" "glm.nb"
## [70] "glm" "glmboost" "glmnet_h2o"
## [73] "glmnet" "glmStepAIC" "gpls"
## [76] "hda" "hdda" "hdrda"
## [79] "HYFIS" "icr" "J48"
## [82] "JRip" "kernelpls" "kknn"
## [85] "knn" "krlsPoly" "krlsRadial"
## [88] "lars" "lars2" "lasso"
## [91] "lda" "lda2" "leapBackward"
## [94] "leapForward" "leapSeq" "Linda"
## [97] "lm" "lmStepAIC" "LMT"
## [100] "loclda" "logicBag" "LogitBoost"
## [103] "logreg" "lssvmLinear" "lssvmPoly"
## [106] "lssvmRadial" "lvq" "M5"
## [109] "M5Rules" "manb" "mda"
## [112] "Mlda" "mlp" "mlpKerasDecay"
## [115] "mlpKerasDecayCost" "mlpKerasDropout" "mlpKerasDropoutCost"
## [118] "mlpML" "mlpSGD" "mlpWeightDecay"
## [121] "mlpWeightDecayML" "monmlp" "msaenet"
## [124] "multinom" "mxnet" "mxnetAdam"
## [127] "naive_bayes" "nb" "nbDiscrete"
## [130] "nbSearch" "neuralnet" "nnet"
## [133] "nnls" "nodeHarvest" "null"
## [136] "OneR" "ordinalNet" "ordinalRF"
## [139] "ORFlog" "ORFpls" "ORFridge"
## [142] "ORFsvm" "ownn" "pam"
## [145] "parRF" "PART" "partDSA"
## [148] "pcaNNet" "pcr" "pda"
## [151] "pda2" "penalized" "PenalizedLDA"
## [154] "plr" "pls" "plsRglm"
## [157] "polr" "ppr" "pre"
## [160] "PRIM" "protoclass" "qda"
## [163] "QdaCov" "qrf" "qrnn"
## [166] "randomGLM" "ranger" "rbf"
## [169] "rbfDDA" "Rborist" "rda"
## [172] "regLogistic" "relaxo" "rf"
## [175] "rFerns" "RFlda" "rfRules"
## [178] "ridge" "rlda" "rlm"
## [181] "rmda" "rocc" "rotationForest"
## [184] "rotationForestCp" "rpart" "rpart1SE"
## [187] "rpart2" "rpartCost" "rpartScore"
## [190] "rqlasso" "rqnc" "RRF"
## [193] "RRFglobal" "rrlda" "RSimca"
## [196] "rvmLinear" "rvmPoly" "rvmRadial"
## [199] "SBC" "sda" "sdwd"
## [202] "simpls" "SLAVE" "slda"
## [205] "smda" "snn" "sparseLDA"
## [208] "spikeslab" "spls" "stepLDA"
## [211] "stepQDA" "superpc" "svmBoundrangeString"
## [214] "svmExpoString" "svmLinear" "svmLinear2"
## [217] "svmLinear3" "svmLinearWeights" "svmLinearWeights2"
## [220] "svmPoly" "svmRadial" "svmRadialCost"
## [223] "svmRadialSigma" "svmRadialWeights" "svmSpectrumString"
## [226] "tan" "tanSearch" "treebag"
## [229] "vbmpRadial" "vglmAdjCat" "vglmContRatio"
## [232] "vglmCumulative" "widekernelpls" "WM"
## [235] "wsrf" "xgbDART" "xgbLinear"
## [238] "xgbTree" "xyf"
length(caretMethods)
## [1] 239
getModelInfo("nnet")
## $nnet
## $nnet$label
## [1] "Neural Network"
##
## $nnet$library
## [1] "nnet"
##
## $nnet$loop
## NULL
##
## $nnet$type
## [1] "Classification" "Regression"
##
## $nnet$parameters
## parameter class label
## 1 size numeric #Hidden Units
## 2 decay numeric Weight Decay
##
## $nnet$grid
## function (x, y, len = NULL, search = "grid")
## {
## if (search == "grid") {
## out <- expand.grid(size = ((1:len) * 2) - 1, decay = c(0,
## 10^seq(-1, -4, length = len - 1)))
## }
## else {
## out <- data.frame(size = sample(1:20, size = len, replace = TRUE),
## decay = 10^runif(len, min = -5, 1))
## }
## out
## }
##
## $nnet$fit
## function (x, y, wts, param, lev, last, classProbs, ...)
## {
## dat <- if (is.data.frame(x))
## x
## else as.data.frame(x, stringsAsFactors = TRUE)
## dat$.outcome <- y
## if (!is.null(wts)) {
## out <- nnet::nnet(.outcome ~ ., data = dat, weights = wts,
## size = param$size, decay = param$decay, ...)
## }
## else out <- nnet::nnet(.outcome ~ ., data = dat, size = param$size,
## decay = param$decay, ...)
## out
## }
##
## $nnet$predict
## function (modelFit, newdata, submodels = NULL)
## {
## if (modelFit$problemType == "Classification") {
## out <- predict(modelFit, newdata, type = "class")
## }
## else {
## out <- predict(modelFit, newdata, type = "raw")[, 1]
## }
## out
## }
##
## $nnet$prob
## function (modelFit, newdata, submodels = NULL)
## {
## out <- predict(modelFit, newdata)
## if (ncol(as.data.frame(out, stringsAsFactors = TRUE)) ==
## 1) {
## out <- cbind(out, 1 - out)
## dimnames(out)[[2]] <- rev(modelFit$obsLevels)
## }
## out
## }
##
## $nnet$varImp
## function (object, ...)
## {
## imp <- caret:::GarsonWeights(object, ...)
## if (ncol(imp) > 1) {
## imp <- cbind(apply(imp, 1, mean), imp)
## colnames(imp)[1] <- "Overall"
## }
## else {
## imp <- as.data.frame(imp, stringsAsFactors = TRUE)
## names(imp) <- "Overall"
## }
## if (!is.null(object$xNames))
## rownames(imp) <- object$xNames
## imp
## }
##
## $nnet$predictors
## function (x, ...)
## if (hasTerms(x)) predictors(x$terms) else NA
##
## $nnet$tags
## [1] "Neural Network" "L2 Regularization" "Accepts Case Weights"
##
## $nnet$levels
## function (x)
## x$lev
##
## $nnet$sort
## function (x)
## x[order(x$size, -x$decay), ]
## -----------------------------------------------------------------------------
getModelInfo("nnet", regex = FALSE)[[1]]$parameter
## parameter class label
## 1 size numeric #Hidden Units
## 2 decay numeric Weight Decay
## -----------------------------------------------------------------------------
trnCtrl = trainControl(
method = "repeatedcv",
repeats = 3,
classProbs = TRUE)
length(trnCtrl)
## [1] 27
trnCtrl[1:2]
## $method
## [1] "repeatedcv"
##
## $number
## [1] 10
tuneGrid = expand.grid(
size = c(2, 4, 8),
decay = c(0, 1e-2, 1e-1))
tuneGrid
## size decay
## 1 2 0.00
## 2 4 0.00
## 3 8 0.00
## 4 2 0.01
## 5 4 0.01
## 6 8 0.01
## 7 2 0.10
## 8 4 0.10
## 9 8 0.10
nnfit = train(
Embryonic.day ~ Fn1 + Timd2 + Gata4 + Sox7,
data = embryoCells,
method = "nnet",
tuneGrid = tuneGrid,
trControl = trnCtrl,
metric = "Accuracy")
## # weights: 19
## initial value 59.333037
## iter 10 value 56.134816
## iter 20 value 55.729873
## iter 30 value 38.738569
## iter 40 value 28.528661
## iter 50 value 24.414262
## iter 60 value 24.185448
## iter 70 value 24.072615
## iter 80 value 24.000343
## final value 23.994636
## converged
## # weights: 35
## initial value 63.008134
## iter 10 value 56.133341
## iter 20 value 36.068180
## iter 30 value 31.594105
## iter 40 value 25.809883
## iter 50 value 23.224542
## iter 60 value 20.273720
## iter 70 value 20.243851
## iter 80 value 20.241563
## iter 90 value 20.232558
## final value 20.231167
## converged
## # weights: 67
## initial value 75.289286
## iter 10 value 28.339475
## iter 20 value 21.158409
## iter 30 value 18.652139
## iter 40 value 18.528125
## iter 50 value 18.527162
## iter 60 value 18.527136
## iter 60 value 18.527136
## final value 18.527136
## converged
## # weights: 19
## initial value 68.172432
## iter 10 value 31.798436
## iter 20 value 28.167466
## iter 30 value 24.395831
## iter 40 value 24.169223
## iter 50 value 24.139163
## iter 60 value 24.135227
## iter 70 value 24.135125
## final value 24.135124
## converged
## # weights: 35
## initial value 57.532747
## iter 10 value 49.723760
## iter 20 value 46.920518
## iter 30 value 25.887168
## iter 40 value 21.385895
## iter 50 value 20.093340
## iter 60 value 19.841860
## iter 70 value 19.783302
## iter 80 value 18.385908
## iter 90 value 18.026425
## iter 100 value 17.843928
## final value 17.843928
## stopped after 100 iterations
## # weights: 67
## initial value 85.782718
## iter 10 value 31.219555
## iter 20 value 24.267754
## iter 30 value 23.094937
## iter 40 value 21.890637
## iter 50 value 19.620880
## iter 60 value 15.638963
## iter 70 value 13.863519
## iter 80 value 13.282409
## iter 90 value 12.779956
## iter 100 value 12.307588
## final value 12.307588
## stopped after 100 iterations
## # weights: 19
## initial value 64.264995
## iter 10 value 36.530237
## iter 20 value 35.298711
## iter 30 value 31.467791
## iter 40 value 30.332139
## iter 50 value 29.940732
## final value 29.939954
## converged
## # weights: 35
## initial value 61.521730
## iter 10 value 37.779554
## iter 20 value 34.294990
## iter 30 value 28.393288
## iter 40 value 27.672226
## iter 50 value 27.422303
## iter 60 value 27.403887
## iter 70 value 27.402279
## iter 80 value 27.402159
## final value 27.402155
## converged
## # weights: 67
## initial value 104.700987
## iter 10 value 54.327474
## iter 20 value 34.084418
## iter 30 value 30.858325
## iter 40 value 28.508831
## iter 50 value 27.686078
## iter 60 value 27.310005
## iter 70 value 26.963859
## iter 80 value 26.664357
## iter 90 value 26.588355
## iter 100 value 26.576957
## final value 26.576957
## stopped after 100 iterations
## # weights: 19
## initial value 57.296909
## iter 10 value 31.584501
## iter 20 value 26.314596
## iter 30 value 26.132620
## iter 40 value 26.109009
## final value 26.108616
## converged
## # weights: 35
## initial value 68.505534
## iter 10 value 23.733617
## iter 20 value 20.125214
## iter 30 value 16.677053
## iter 40 value 15.579274
## iter 50 value 15.105309
## iter 60 value 12.118637
## iter 70 value 10.447087
## iter 80 value 10.180198
## iter 90 value 10.159532
## iter 100 value 9.761404
## final value 9.761404
## stopped after 100 iterations
## # weights: 67
## initial value 151.146592
## iter 10 value 41.354745
## iter 20 value 33.954300
## iter 30 value 27.263201
## iter 40 value 24.376850
## iter 50 value 24.290703
## iter 60 value 24.206697
## iter 70 value 24.179591
## iter 80 value 24.173893
## iter 90 value 24.170747
## iter 100 value 24.169465
## final value 24.169465
## stopped after 100 iterations
## # weights: 19
## initial value 82.952481
## iter 10 value 55.656916
## iter 20 value 44.743357
## iter 30 value 29.055005
## iter 40 value 28.987859
## iter 50 value 27.176647
## iter 60 value 20.673944
## iter 70 value 20.610186
## iter 80 value 20.608352
## final value 20.608343
## converged
## # weights: 35
## initial value 66.252331
## iter 10 value 25.351339
## iter 20 value 22.145005
## iter 30 value 19.543518
## iter 40 value 18.804456
## iter 50 value 18.684313
## iter 60 value 18.648263
## iter 70 value 16.854643
## iter 80 value 15.865818
## iter 90 value 15.221796
## iter 100 value 15.155765
## final value 15.155765
## stopped after 100 iterations
## # weights: 67
## initial value 63.402178
## iter 10 value 27.689442
## iter 20 value 20.079879
## iter 30 value 17.729582
## iter 40 value 16.366287
## iter 50 value 15.089020
## iter 60 value 14.320750
## iter 70 value 14.276793
## iter 80 value 13.228262
## iter 90 value 10.845989
## iter 100 value 10.326784
## final value 10.326784
## stopped after 100 iterations
## # weights: 19
## initial value 68.052212
## iter 10 value 36.223823
## iter 20 value 31.323428
## iter 30 value 29.003155
## iter 40 value 28.240399
## iter 50 value 28.202048
## final value 28.194580
## converged
## # weights: 35
## initial value 74.170118
## iter 10 value 37.634621
## iter 20 value 29.070371
## iter 30 value 26.100384
## iter 40 value 25.887195
## iter 50 value 25.497567
## iter 60 value 25.466383
## iter 70 value 25.443006
## iter 80 value 25.440718
## iter 90 value 25.393103
## final value 25.392934
## converged
## # weights: 67
## initial value 86.194084
## iter 10 value 36.587755
## iter 20 value 29.044050
## iter 30 value 26.494891
## iter 40 value 25.542289
## iter 50 value 24.736913
## iter 60 value 24.328149
## iter 70 value 24.200966
## iter 80 value 24.151551
## iter 90 value 24.146417
## iter 100 value 24.142877
## final value 24.142877
## stopped after 100 iterations
## # weights: 19
## initial value 66.696115
## iter 10 value 54.308229
## iter 20 value 36.558303
## iter 30 value 33.756270
## iter 40 value 33.033597
## iter 50 value 32.750307
## iter 60 value 32.709619
## iter 70 value 31.672597
## iter 80 value 31.566986
## iter 90 value 31.371432
## iter 100 value 31.298833
## final value 31.298833
## stopped after 100 iterations
## # weights: 35
## initial value 80.401842
## iter 10 value 35.633398
## iter 20 value 22.983238
## iter 30 value 18.562962
## iter 40 value 16.746114
## iter 50 value 12.972295
## iter 60 value 9.530074
## iter 70 value 8.986155
## iter 80 value 8.951792
## iter 90 value 8.936321
## iter 100 value 8.897334
## final value 8.897334
## stopped after 100 iterations
## # weights: 67
## initial value 58.501787
## iter 10 value 33.910657
## iter 20 value 23.016062
## iter 30 value 17.994375
## iter 40 value 16.354005
## iter 50 value 16.169106
## iter 60 value 10.661303
## iter 70 value 10.532687
## iter 80 value 10.532527
## final value 10.532507
## converged
## # weights: 19
## initial value 62.282871
## iter 10 value 43.795115
## iter 20 value 42.288330
## iter 30 value 33.188759
## iter 40 value 27.672024
## iter 50 value 26.431743
## iter 60 value 24.949284
## iter 70 value 24.940557
## iter 80 value 24.940451
## final value 24.940446
## converged
## # weights: 35
## initial value 80.454075
## iter 10 value 58.348785
## iter 20 value 55.336832
## iter 30 value 33.808594
## iter 40 value 30.943581
## iter 50 value 26.228675
## iter 60 value 23.812101
## iter 70 value 19.283051
## iter 80 value 17.262669
## iter 90 value 16.768583
## iter 100 value 16.608026
## final value 16.608026
## stopped after 100 iterations
## # weights: 67
## initial value 119.258978
## iter 10 value 32.299323
## iter 20 value 25.633004
## iter 30 value 23.441400
## iter 40 value 20.569049
## iter 50 value 18.441345
## iter 60 value 17.524531
## iter 70 value 16.837435
## iter 80 value 16.211565
## iter 90 value 15.416156
## iter 100 value 14.510685
## final value 14.510685
## stopped after 100 iterations
## # weights: 19
## initial value 79.553142
## iter 10 value 58.895343
## iter 20 value 43.861517
## iter 30 value 32.701940
## iter 40 value 31.272589
## iter 50 value 31.231416
## iter 50 value 31.231416
## iter 50 value 31.231416
## final value 31.231416
## converged
## # weights: 35
## initial value 74.103762
## iter 10 value 57.130244
## iter 20 value 38.614061
## iter 30 value 34.205405
## iter 40 value 31.012175
## iter 50 value 29.212820
## iter 60 value 29.081850
## iter 70 value 29.069927
## iter 80 value 28.982177
## iter 90 value 28.506558
## iter 100 value 28.425048
## final value 28.425048
## stopped after 100 iterations
## # weights: 67
## initial value 88.096915
## iter 10 value 35.373626
## iter 20 value 30.243445
## iter 30 value 29.041288
## iter 40 value 28.475423
## iter 50 value 27.625049
## iter 60 value 27.267760
## iter 70 value 27.104967
## iter 80 value 27.082550
## iter 90 value 27.072743
## iter 100 value 27.066619
## final value 27.066619
## stopped after 100 iterations
## # weights: 19
## initial value 76.940412
## iter 10 value 32.699075
## iter 20 value 16.939468
## iter 30 value 11.510103
## iter 40 value 11.304968
## iter 50 value 10.862427
## iter 60 value 10.055003
## iter 70 value 9.686723
## iter 80 value 9.667015
## iter 90 value 9.659316
## iter 100 value 9.654033
## final value 9.654033
## stopped after 100 iterations
## # weights: 35
## initial value 58.538588
## iter 10 value 24.081685
## iter 20 value 16.429715
## iter 30 value 12.968161
## iter 40 value 9.622206
## iter 50 value 7.930908
## iter 60 value 7.584994
## iter 70 value 7.493205
## iter 80 value 7.436336
## iter 90 value 7.208847
## iter 100 value 7.135444
## final value 7.135444
## stopped after 100 iterations
## # weights: 67
## initial value 61.725937
## iter 10 value 35.191687
## iter 20 value 13.709876
## iter 30 value 10.715756
## iter 40 value 10.386869
## iter 50 value 10.381196
## iter 60 value 10.247713
## iter 70 value 10.247631
## iter 80 value 10.240892
## iter 90 value 10.237921
## iter 100 value 10.226217
## final value 10.226217
## stopped after 100 iterations
## # weights: 19
## initial value 68.025192
## iter 10 value 33.769234
## iter 20 value 26.865647
## iter 30 value 19.352820
## iter 40 value 16.032516
## iter 50 value 15.933265
## iter 60 value 15.931261
## iter 60 value 15.931261
## final value 15.931260
## converged
## # weights: 35
## initial value 71.670375
## iter 10 value 29.359618
## iter 20 value 23.978360
## iter 30 value 16.773028
## iter 40 value 16.018543
## iter 50 value 15.653822
## iter 60 value 14.319435
## iter 70 value 13.954947
## iter 80 value 13.272745
## iter 90 value 12.917337
## iter 100 value 12.018996
## final value 12.018996
## stopped after 100 iterations
## # weights: 67
## initial value 62.356830
## iter 10 value 31.940009
## iter 20 value 21.268892
## iter 30 value 20.574490
## iter 40 value 15.958784
## iter 50 value 14.282902
## iter 60 value 13.095402
## iter 70 value 11.807398
## iter 80 value 11.177823
## iter 90 value 10.360525
## iter 100 value 9.861563
## final value 9.861563
## stopped after 100 iterations
## # weights: 19
## initial value 58.093012
## iter 10 value 46.714959
## iter 20 value 27.382677
## iter 30 value 25.589581
## iter 40 value 25.272917
## final value 25.268868
## converged
## # weights: 35
## initial value 79.046424
## iter 10 value 31.292227
## iter 20 value 25.046393
## iter 30 value 23.291871
## iter 40 value 22.513949
## iter 50 value 22.490823
## iter 60 value 22.490183
## final value 22.490159
## converged
## # weights: 67
## initial value 56.690093
## iter 10 value 35.752607
## iter 20 value 23.784035
## iter 30 value 23.067271
## iter 40 value 22.064715
## iter 50 value 21.593568
## iter 60 value 21.429480
## iter 70 value 21.380792
## iter 80 value 21.366953
## iter 90 value 21.361650
## iter 100 value 21.357398
## final value 21.357398
## stopped after 100 iterations
## # weights: 19
## initial value 61.240893
## iter 10 value 53.776364
## iter 20 value 40.334675
## iter 30 value 39.887775
## iter 40 value 39.822068
## iter 50 value 39.814042
## iter 60 value 39.813788
## iter 70 value 38.433868
## iter 80 value 27.392498
## iter 90 value 26.010747
## iter 100 value 25.002662
## final value 25.002662
## stopped after 100 iterations
## # weights: 35
## initial value 145.956150
## iter 10 value 55.036588
## iter 20 value 45.684985
## iter 30 value 30.956795
## iter 40 value 30.387788
## iter 50 value 30.206322
## iter 60 value 30.049369
## iter 70 value 29.943435
## iter 80 value 29.929697
## iter 90 value 29.927506
## iter 100 value 29.927387
## final value 29.927387
## stopped after 100 iterations
## # weights: 67
## initial value 59.634317
## iter 10 value 29.058558
## iter 20 value 19.227255
## iter 30 value 15.336671
## iter 40 value 11.048586
## iter 50 value 7.531037
## iter 60 value 6.535703
## iter 70 value 5.875909
## iter 80 value 2.783533
## iter 90 value 2.294520
## iter 100 value 2.006215
## final value 2.006215
## stopped after 100 iterations
## # weights: 19
## initial value 58.239968
## iter 10 value 39.210031
## iter 20 value 32.097536
## iter 30 value 31.297302
## iter 40 value 25.814506
## iter 50 value 25.311069
## iter 60 value 25.286701
## iter 70 value 25.248410
## iter 80 value 25.197649
## iter 90 value 25.185130
## iter 100 value 25.184717
## final value 25.184717
## stopped after 100 iterations
## # weights: 35
## initial value 78.559753
## iter 10 value 55.228165
## iter 20 value 41.990937
## iter 30 value 29.861406
## iter 40 value 25.307168
## iter 50 value 20.789279
## iter 60 value 19.736924
## iter 70 value 19.439759
## iter 80 value 17.619172
## iter 90 value 17.115401
## iter 100 value 17.101273
## final value 17.101273
## stopped after 100 iterations
## # weights: 67
## initial value 65.890440
## iter 10 value 29.335254
## iter 20 value 20.904503
## iter 30 value 19.563746
## iter 40 value 15.660338
## iter 50 value 14.235237
## iter 60 value 12.799649
## iter 70 value 11.072377
## iter 80 value 10.239959
## iter 90 value 9.916474
## iter 100 value 9.739604
## final value 9.739604
## stopped after 100 iterations
## # weights: 19
## initial value 77.642667
## iter 10 value 42.746454
## iter 20 value 35.862003
## iter 30 value 31.093876
## iter 40 value 30.616766
## iter 50 value 29.968707
## final value 29.949193
## converged
## # weights: 35
## initial value 80.746800
## iter 10 value 40.512957
## iter 20 value 33.830712
## iter 30 value 28.083014
## iter 40 value 26.982647
## iter 50 value 26.951324
## iter 60 value 26.914006
## iter 70 value 26.897226
## final value 26.897224
## converged
## # weights: 67
## initial value 150.598883
## iter 10 value 42.088153
## iter 20 value 35.292945
## iter 30 value 29.173779
## iter 40 value 27.134262
## iter 50 value 26.294849
## iter 60 value 25.928265
## iter 70 value 25.818103
## iter 80 value 25.792000
## iter 90 value 25.789437
## iter 100 value 25.789307
## final value 25.789307
## stopped after 100 iterations
## # weights: 19
## initial value 65.941844
## iter 10 value 38.501880
## iter 20 value 37.490732
## iter 30 value 34.870719
## iter 40 value 33.531809
## iter 50 value 28.684186
## iter 60 value 27.251331
## iter 70 value 27.176719
## iter 80 value 27.032045
## iter 90 value 26.849886
## iter 100 value 26.785877
## final value 26.785877
## stopped after 100 iterations
## # weights: 35
## initial value 60.391097
## iter 10 value 30.176579
## iter 20 value 20.791085
## iter 30 value 15.775644
## iter 40 value 13.368332
## iter 50 value 12.436709
## iter 60 value 12.243520
## iter 70 value 11.829182
## iter 80 value 11.806411
## iter 90 value 11.801247
## iter 100 value 11.800487
## final value 11.800487
## stopped after 100 iterations
## # weights: 67
## initial value 62.733979
## iter 10 value 37.091128
## iter 20 value 19.560162
## iter 30 value 15.319731
## iter 40 value 13.336970
## iter 50 value 13.172220
## iter 60 value 13.090501
## iter 70 value 13.034888
## iter 80 value 11.959199
## iter 90 value 10.518519
## iter 100 value 9.347498
## final value 9.347498
## stopped after 100 iterations
## # weights: 19
## initial value 61.944169
## iter 10 value 30.945820
## iter 20 value 21.655385
## iter 30 value 21.165287
## iter 40 value 21.149720
## final value 21.149316
## converged
## # weights: 35
## initial value 56.170994
## iter 10 value 34.016574
## iter 20 value 24.679679
## iter 30 value 23.167568
## iter 40 value 20.724393
## iter 50 value 19.982183
## iter 60 value 19.739466
## iter 70 value 19.662152
## iter 80 value 19.606230
## iter 90 value 19.049265
## iter 100 value 17.364902
## final value 17.364902
## stopped after 100 iterations
## # weights: 67
## initial value 62.632029
## iter 10 value 29.710617
## iter 20 value 21.279533
## iter 30 value 18.981865
## iter 40 value 14.516749
## iter 50 value 12.338956
## iter 60 value 11.903888
## iter 70 value 11.215539
## iter 80 value 10.819653
## iter 90 value 10.468578
## iter 100 value 10.293818
## final value 10.293818
## stopped after 100 iterations
## # weights: 19
## initial value 68.268338
## iter 10 value 55.141414
## iter 20 value 41.259187
## iter 30 value 31.656531
## iter 40 value 30.337497
## iter 50 value 29.838784
## iter 60 value 29.639227
## iter 70 value 29.616894
## final value 29.615312
## converged
## # weights: 35
## initial value 90.176009
## iter 10 value 41.579715
## iter 20 value 35.033432
## iter 30 value 29.866446
## iter 40 value 28.997486
## iter 50 value 28.054653
## iter 60 value 27.872748
## iter 70 value 27.863315
## iter 80 value 27.848434
## iter 90 value 27.842116
## iter 100 value 27.842022
## final value 27.842022
## stopped after 100 iterations
## # weights: 67
## initial value 72.537016
## iter 10 value 38.072416
## iter 20 value 29.384030
## iter 30 value 27.491597
## iter 40 value 26.639894
## iter 50 value 26.347376
## iter 60 value 26.155670
## iter 70 value 26.084723
## iter 80 value 26.065211
## iter 90 value 26.055934
## iter 100 value 26.051243
## final value 26.051243
## stopped after 100 iterations
## # weights: 19
## initial value 82.433885
## final value 56.135144
## converged
## # weights: 35
## initial value 62.359424
## iter 10 value 45.537160
## iter 20 value 27.525600
## iter 30 value 23.906074
## iter 40 value 20.416672
## iter 50 value 20.380959
## iter 60 value 20.293013
## iter 70 value 20.129002
## iter 80 value 20.070885
## iter 90 value 20.067656
## iter 100 value 19.992258
## final value 19.992258
## stopped after 100 iterations
## # weights: 67
## initial value 65.335868
## iter 10 value 32.305338
## iter 20 value 22.455686
## iter 30 value 15.487382
## iter 40 value 12.011446
## iter 50 value 9.952913
## iter 60 value 9.644599
## iter 70 value 9.469919
## iter 80 value 9.314324
## iter 90 value 9.215793
## iter 100 value 9.118748
## final value 9.118748
## stopped after 100 iterations
## # weights: 19
## initial value 65.015031
## iter 10 value 54.563458
## iter 20 value 31.388998
## iter 30 value 30.895290
## iter 40 value 28.896398
## iter 50 value 27.945590
## iter 60 value 27.629047
## iter 70 value 27.612946
## final value 27.612909
## converged
## # weights: 35
## initial value 59.358233
## iter 10 value 31.096766
## iter 20 value 24.846746
## iter 30 value 20.270136
## iter 40 value 18.448552
## iter 50 value 17.359451
## iter 60 value 17.293134
## iter 70 value 17.285635
## iter 80 value 16.866227
## iter 90 value 16.603115
## iter 100 value 16.588558
## final value 16.588558
## stopped after 100 iterations
## # weights: 67
## initial value 75.138408
## iter 10 value 34.159442
## iter 20 value 31.089906
## iter 30 value 25.624710
## iter 40 value 20.856057
## iter 50 value 19.310462
## iter 60 value 17.732829
## iter 70 value 17.189591
## iter 80 value 15.548546
## iter 90 value 13.627298
## iter 100 value 12.568763
## final value 12.568763
## stopped after 100 iterations
## # weights: 19
## initial value 90.332459
## iter 10 value 43.524273
## iter 20 value 33.000511
## iter 30 value 30.212879
## iter 40 value 29.064503
## iter 50 value 27.522349
## final value 27.522336
## converged
## # weights: 35
## initial value 70.797154
## iter 10 value 52.914046
## iter 20 value 34.286740
## iter 30 value 26.452940
## iter 40 value 25.581558
## iter 50 value 25.117346
## iter 60 value 25.018469
## iter 70 value 25.012827
## iter 80 value 25.012020
## iter 90 value 25.011463
## final value 25.011457
## converged
## # weights: 67
## initial value 59.794959
## iter 10 value 33.570589
## iter 20 value 26.236308
## iter 30 value 25.004625
## iter 40 value 24.621232
## iter 50 value 24.070785
## iter 60 value 23.923587
## iter 70 value 23.885632
## iter 80 value 23.871240
## iter 90 value 23.869368
## iter 100 value 23.868141
## final value 23.868141
## stopped after 100 iterations
## # weights: 19
## initial value 86.814531
## iter 10 value 56.135211
## final value 56.135144
## converged
## # weights: 35
## initial value 85.245881
## iter 10 value 33.645447
## iter 20 value 23.207879
## iter 30 value 16.653973
## iter 40 value 15.817387
## iter 50 value 15.732422
## iter 60 value 14.743798
## iter 70 value 12.970697
## iter 80 value 11.707435
## iter 90 value 11.611274
## iter 100 value 11.234976
## final value 11.234976
## stopped after 100 iterations
## # weights: 67
## initial value 74.061659
## iter 10 value 29.427406
## iter 20 value 20.936616
## iter 30 value 13.025904
## iter 40 value 10.479349
## iter 50 value 10.257203
## iter 60 value 10.256338
## final value 10.256313
## converged
## # weights: 19
## initial value 62.606446
## iter 10 value 56.006820
## iter 20 value 40.917821
## iter 30 value 38.599812
## iter 40 value 27.503669
## iter 50 value 26.468512
## iter 60 value 25.992711
## iter 70 value 25.922424
## iter 80 value 25.921296
## final value 25.921276
## converged
## # weights: 35
## initial value 88.258698
## iter 10 value 32.733650
## iter 20 value 26.040517
## iter 30 value 24.816895
## iter 40 value 24.645755
## iter 50 value 23.865931
## iter 60 value 20.882066
## iter 70 value 20.242182
## iter 80 value 20.207750
## iter 90 value 20.205497
## iter 100 value 20.205074
## final value 20.205074
## stopped after 100 iterations
## # weights: 67
## initial value 57.586633
## iter 10 value 28.494178
## iter 20 value 23.131501
## iter 30 value 19.453641
## iter 40 value 17.924434
## iter 50 value 16.103998
## iter 60 value 14.162578
## iter 70 value 13.235799
## iter 80 value 12.621814
## iter 90 value 11.990745
## iter 100 value 11.249195
## final value 11.249195
## stopped after 100 iterations
## # weights: 19
## initial value 69.500127
## iter 10 value 41.674905
## iter 20 value 34.791053
## iter 30 value 33.209860
## iter 40 value 30.115924
## iter 50 value 30.106887
## final value 30.106882
## converged
## # weights: 35
## initial value 72.588372
## iter 10 value 53.490529
## iter 20 value 38.280304
## iter 30 value 29.479803
## iter 40 value 28.037362
## iter 50 value 27.903299
## iter 60 value 27.890857
## iter 70 value 27.888402
## iter 80 value 27.886671
## final value 27.886428
## converged
## # weights: 67
## initial value 74.881291
## iter 10 value 45.916265
## iter 20 value 35.833625
## iter 30 value 30.027235
## iter 40 value 28.183358
## iter 50 value 27.618118
## iter 60 value 27.106972
## iter 70 value 26.954648
## iter 80 value 26.909404
## iter 90 value 26.888524
## iter 100 value 26.882295
## final value 26.882295
## stopped after 100 iterations
## # weights: 19
## initial value 63.207560
## iter 10 value 37.711462
## iter 20 value 33.386547
## iter 30 value 32.699288
## iter 40 value 32.459893
## iter 50 value 32.400121
## iter 60 value 29.108363
## iter 70 value 27.310903
## iter 80 value 27.159450
## iter 90 value 27.113524
## iter 100 value 25.581708
## final value 25.581708
## stopped after 100 iterations
## # weights: 35
## initial value 60.465155
## iter 10 value 40.529696
## iter 20 value 32.493608
## iter 30 value 24.704852
## iter 40 value 21.847028
## iter 50 value 20.441154
## iter 60 value 18.368152
## iter 70 value 18.298315
## iter 80 value 18.294377
## iter 90 value 18.294029
## iter 100 value 18.289022
## final value 18.289022
## stopped after 100 iterations
## # weights: 67
## initial value 94.295165
## iter 10 value 42.092557
## iter 20 value 24.468274
## iter 30 value 19.494170
## iter 40 value 15.214867
## iter 50 value 13.189191
## iter 60 value 12.821882
## iter 70 value 12.757375
## iter 80 value 12.755018
## iter 90 value 12.754734
## final value 12.754635
## converged
## # weights: 19
## initial value 102.867390
## iter 10 value 58.832000
## iter 20 value 43.181056
## iter 30 value 26.707697
## iter 40 value 25.899329
## iter 50 value 24.231179
## iter 60 value 23.488693
## iter 70 value 22.741912
## iter 80 value 22.612126
## final value 22.605257
## converged
## # weights: 35
## initial value 71.629148
## iter 10 value 39.269803
## iter 20 value 26.091625
## iter 30 value 22.449795
## iter 40 value 21.273305
## iter 50 value 20.922933
## iter 60 value 19.976959
## iter 70 value 17.849437
## iter 80 value 17.469567
## iter 90 value 17.447410
## iter 100 value 17.446852
## final value 17.446852
## stopped after 100 iterations
## # weights: 67
## initial value 86.538422
## iter 10 value 30.856803
## iter 20 value 24.263498
## iter 30 value 22.291073
## iter 40 value 20.017093
## iter 50 value 17.832727
## iter 60 value 16.571979
## iter 70 value 13.738539
## iter 80 value 12.276209
## iter 90 value 11.983596
## iter 100 value 11.755731
## final value 11.755731
## stopped after 100 iterations
## # weights: 19
## initial value 88.041353
## iter 10 value 59.098740
## iter 20 value 37.656226
## iter 30 value 36.743938
## iter 40 value 34.562170
## iter 50 value 29.044175
## iter 60 value 28.737660
## final value 28.736175
## converged
## # weights: 35
## initial value 74.181330
## iter 10 value 43.623763
## iter 20 value 32.147848
## iter 30 value 28.375065
## iter 40 value 27.442767
## iter 50 value 27.330135
## final value 27.330117
## converged
## # weights: 67
## initial value 67.321902
## iter 10 value 32.193747
## iter 20 value 27.064011
## iter 30 value 26.576407
## iter 40 value 26.323093
## iter 50 value 26.028468
## iter 60 value 25.922044
## iter 70 value 25.886922
## iter 80 value 25.874496
## iter 90 value 25.873589
## iter 100 value 25.873326
## final value 25.873326
## stopped after 100 iterations
## # weights: 19
## initial value 68.916368
## iter 10 value 41.029327
## iter 20 value 38.274291
## iter 30 value 37.973498
## iter 40 value 37.973109
## iter 40 value 37.973109
## final value 37.973109
## converged
## # weights: 35
## initial value 101.062200
## iter 10 value 39.217805
## iter 20 value 34.899366
## iter 30 value 34.609823
## iter 40 value 34.540242
## iter 50 value 34.530463
## iter 60 value 34.529147
## iter 70 value 34.528962
## final value 34.528952
## converged
## # weights: 67
## initial value 69.097478
## iter 10 value 30.127199
## iter 20 value 19.258658
## iter 30 value 16.861767
## iter 40 value 14.931977
## iter 50 value 14.601288
## iter 60 value 13.435909
## iter 70 value 10.294675
## iter 80 value 9.493766
## iter 90 value 9.389006
## iter 100 value 9.308071
## final value 9.308071
## stopped after 100 iterations
## # weights: 19
## initial value 82.026569
## iter 10 value 37.635027
## iter 20 value 33.652667
## iter 30 value 23.923975
## iter 40 value 22.720618
## iter 50 value 22.706138
## iter 60 value 22.705746
## iter 60 value 22.705746
## final value 22.705746
## converged
## # weights: 35
## initial value 80.694025
## iter 10 value 56.874350
## iter 20 value 34.125495
## iter 30 value 23.024539
## iter 40 value 20.646848
## iter 50 value 19.596267
## iter 60 value 18.264715
## iter 70 value 17.936757
## iter 80 value 17.829388
## iter 90 value 17.493709
## iter 100 value 15.449364
## final value 15.449364
## stopped after 100 iterations
## # weights: 67
## initial value 100.566217
## iter 10 value 52.576531
## iter 20 value 31.383450
## iter 30 value 23.388817
## iter 40 value 19.913510
## iter 50 value 18.974381
## iter 60 value 16.799279
## iter 70 value 16.295030
## iter 80 value 13.437162
## iter 90 value 12.152369
## iter 100 value 10.379224
## final value 10.379224
## stopped after 100 iterations
## # weights: 19
## initial value 70.282491
## iter 10 value 56.530786
## iter 20 value 40.693864
## iter 30 value 29.927561
## iter 40 value 29.493403
## iter 50 value 28.477362
## iter 60 value 28.428280
## final value 28.428273
## converged
## # weights: 35
## initial value 77.993079
## iter 10 value 39.145006
## iter 20 value 28.388824
## iter 30 value 26.607931
## iter 40 value 25.453966
## iter 50 value 25.386828
## iter 60 value 25.385294
## final value 25.385155
## converged
## # weights: 67
## initial value 113.340264
## iter 10 value 61.641077
## iter 20 value 36.844922
## iter 30 value 31.487999
## iter 40 value 27.168217
## iter 50 value 25.894138
## iter 60 value 25.124793
## iter 70 value 24.811118
## iter 80 value 24.688576
## iter 90 value 24.592536
## iter 100 value 24.415861
## final value 24.415861
## stopped after 100 iterations
## # weights: 19
## initial value 82.521277
## iter 10 value 29.397083
## iter 20 value 20.666581
## iter 30 value 19.801723
## iter 40 value 19.798501
## iter 50 value 19.792248
## iter 60 value 19.741245
## iter 70 value 19.727235
## iter 80 value 19.682004
## iter 90 value 19.681829
## final value 19.681828
## converged
## # weights: 35
## initial value 93.665913
## iter 10 value 30.847840
## iter 20 value 29.125692
## iter 30 value 23.654240
## iter 40 value 17.530135
## iter 50 value 16.662931
## iter 60 value 16.064096
## iter 70 value 15.507467
## iter 80 value 15.220956
## iter 90 value 15.164877
## iter 100 value 15.150181
## final value 15.150181
## stopped after 100 iterations
## # weights: 67
## initial value 53.594847
## iter 10 value 31.450502
## iter 20 value 20.002771
## iter 30 value 15.889548
## iter 40 value 15.542620
## iter 50 value 15.128530
## iter 60 value 14.265782
## iter 70 value 13.829617
## iter 80 value 13.743596
## iter 90 value 13.725109
## iter 100 value 13.677416
## final value 13.677416
## stopped after 100 iterations
## # weights: 19
## initial value 85.276764
## iter 10 value 39.307388
## iter 20 value 36.473421
## iter 30 value 26.603606
## iter 40 value 21.830077
## iter 50 value 20.536819
## iter 60 value 20.468942
## iter 70 value 20.462689
## iter 80 value 20.459812
## final value 20.459783
## converged
## # weights: 35
## initial value 98.900932
## iter 10 value 55.672289
## iter 20 value 31.740092
## iter 30 value 31.011694
## iter 40 value 27.037373
## iter 50 value 23.507000
## iter 60 value 20.930656
## iter 70 value 20.582791
## iter 80 value 18.224886
## iter 90 value 17.452429
## iter 100 value 16.530632
## final value 16.530632
## stopped after 100 iterations
## # weights: 67
## initial value 112.463519
## iter 10 value 40.081188
## iter 20 value 31.249200
## iter 30 value 26.829198
## iter 40 value 22.277260
## iter 50 value 20.736048
## iter 60 value 19.832821
## iter 70 value 16.844929
## iter 80 value 15.882282
## iter 90 value 15.311168
## iter 100 value 14.716615
## final value 14.716615
## stopped after 100 iterations
## # weights: 19
## initial value 75.944113
## iter 10 value 53.691347
## iter 20 value 30.912446
## iter 30 value 27.690039
## iter 40 value 27.606461
## final value 27.606455
## converged
## # weights: 35
## initial value 69.685244
## iter 10 value 38.105955
## iter 20 value 30.705583
## iter 30 value 27.122691
## iter 40 value 26.012054
## iter 50 value 25.687894
## iter 60 value 25.596363
## iter 70 value 25.561921
## iter 80 value 25.550205
## final value 25.549466
## converged
## # weights: 67
## initial value 82.732652
## iter 10 value 28.354013
## iter 20 value 26.138077
## iter 30 value 25.617570
## iter 40 value 24.707160
## iter 50 value 24.525243
## iter 60 value 24.476503
## iter 70 value 24.425787
## iter 80 value 24.413801
## iter 90 value 24.412161
## iter 100 value 24.412105
## final value 24.412105
## stopped after 100 iterations
## # weights: 19
## initial value 70.332024
## iter 10 value 28.570512
## iter 20 value 22.245652
## iter 30 value 20.516392
## iter 40 value 19.633288
## iter 50 value 19.259602
## iter 60 value 16.747963
## iter 70 value 15.265933
## iter 80 value 15.257689
## iter 90 value 15.231150
## iter 100 value 15.226492
## final value 15.226492
## stopped after 100 iterations
## # weights: 35
## initial value 58.577794
## iter 10 value 22.571365
## iter 20 value 17.899341
## iter 30 value 14.976179
## iter 40 value 11.242405
## iter 50 value 9.156883
## iter 60 value 6.356395
## iter 70 value 4.764571
## iter 80 value 3.878524
## iter 90 value 3.822437
## iter 100 value 3.810843
## final value 3.810843
## stopped after 100 iterations
## # weights: 67
## initial value 84.821847
## iter 10 value 50.696009
## iter 20 value 28.792948
## iter 30 value 18.101640
## iter 40 value 13.058414
## iter 50 value 12.453154
## iter 60 value 12.301370
## iter 70 value 12.240327
## iter 80 value 12.183087
## iter 90 value 12.126314
## iter 100 value 11.712453
## final value 11.712453
## stopped after 100 iterations
## # weights: 19
## initial value 71.370948
## iter 10 value 56.317212
## iter 20 value 54.835159
## iter 30 value 28.066395
## iter 40 value 23.874975
## iter 50 value 22.592750
## iter 60 value 22.174949
## iter 70 value 22.165339
## final value 22.165290
## converged
## # weights: 35
## initial value 59.071346
## iter 10 value 28.954616
## iter 20 value 21.303540
## iter 30 value 19.631349
## iter 40 value 18.569683
## iter 50 value 17.827934
## iter 60 value 17.585155
## iter 70 value 16.285780
## iter 80 value 14.237982
## iter 90 value 13.755098
## iter 100 value 13.691137
## final value 13.691137
## stopped after 100 iterations
## # weights: 67
## initial value 83.327796
## iter 10 value 35.517237
## iter 20 value 23.028337
## iter 30 value 16.924335
## iter 40 value 15.538584
## iter 50 value 12.987462
## iter 60 value 11.425006
## iter 70 value 10.530563
## iter 80 value 9.809360
## iter 90 value 9.689303
## iter 100 value 9.260350
## final value 9.260350
## stopped after 100 iterations
## # weights: 19
## initial value 87.285374
## iter 10 value 56.832600
## iter 20 value 32.944448
## iter 30 value 30.901590
## iter 40 value 25.256449
## iter 50 value 25.184420
## final value 25.184378
## converged
## # weights: 35
## initial value 66.314878
## iter 10 value 40.538913
## iter 20 value 25.801263
## iter 30 value 23.401775
## iter 40 value 22.709387
## iter 50 value 22.426957
## iter 60 value 22.421371
## final value 22.421346
## converged
## # weights: 67
## initial value 82.621468
## iter 10 value 37.744510
## iter 20 value 29.189876
## iter 30 value 24.292640
## iter 40 value 22.745325
## iter 50 value 21.932151
## iter 60 value 21.451304
## iter 70 value 21.356110
## iter 80 value 21.258310
## iter 90 value 21.192362
## iter 100 value 21.165576
## final value 21.165576
## stopped after 100 iterations
## # weights: 19
## initial value 69.834420
## iter 10 value 29.552261
## iter 20 value 21.566937
## iter 30 value 21.298297
## iter 40 value 21.103348
## iter 50 value 20.996917
## iter 60 value 20.974596
## iter 70 value 20.971986
## iter 80 value 20.956314
## iter 90 value 20.953208
## iter 100 value 20.947968
## final value 20.947968
## stopped after 100 iterations
## # weights: 35
## initial value 84.937432
## iter 10 value 55.592091
## iter 20 value 40.302173
## iter 30 value 25.076122
## iter 40 value 23.388469
## iter 50 value 22.893626
## iter 60 value 22.666925
## iter 70 value 22.582007
## iter 80 value 22.579663
## iter 90 value 22.573674
## iter 100 value 22.573073
## final value 22.573073
## stopped after 100 iterations
## # weights: 67
## initial value 70.251238
## iter 10 value 32.541661
## iter 20 value 19.579579
## iter 30 value 12.907799
## iter 40 value 12.396597
## iter 50 value 12.248598
## iter 60 value 12.121245
## iter 70 value 11.964877
## iter 80 value 11.956007
## iter 90 value 11.955904
## iter 100 value 11.955234
## final value 11.955234
## stopped after 100 iterations
## # weights: 19
## initial value 58.683473
## iter 10 value 33.948091
## iter 20 value 28.065680
## iter 30 value 27.747424
## iter 40 value 27.715243
## iter 50 value 27.708020
## iter 60 value 27.703088
## iter 70 value 27.571694
## iter 80 value 23.979539
## iter 90 value 23.740521
## iter 100 value 23.739422
## final value 23.739422
## stopped after 100 iterations
## # weights: 35
## initial value 57.287652
## iter 10 value 25.446547
## iter 20 value 23.114356
## iter 30 value 22.652715
## iter 40 value 22.462517
## iter 50 value 21.053706
## iter 60 value 18.746209
## iter 70 value 18.564909
## iter 80 value 18.410610
## iter 90 value 18.135058
## iter 100 value 18.132890
## final value 18.132890
## stopped after 100 iterations
## # weights: 67
## initial value 150.206482
## iter 10 value 51.531831
## iter 20 value 26.947114
## iter 30 value 22.231645
## iter 40 value 20.733622
## iter 50 value 20.046047
## iter 60 value 19.026451
## iter 70 value 18.107833
## iter 80 value 14.782330
## iter 90 value 13.660283
## iter 100 value 13.236634
## final value 13.236634
## stopped after 100 iterations
## # weights: 19
## initial value 63.443507
## iter 10 value 36.644097
## iter 20 value 32.890608
## iter 30 value 31.167279
## iter 40 value 31.034758
## iter 50 value 30.049535
## final value 30.040929
## converged
## # weights: 35
## initial value 73.824540
## iter 10 value 46.369780
## iter 20 value 30.334350
## iter 30 value 29.119836
## iter 40 value 28.211390
## iter 50 value 27.333178
## iter 60 value 27.188383
## iter 70 value 27.119252
## iter 80 value 27.085097
## final value 27.085093
## converged
## # weights: 67
## initial value 68.992107
## iter 10 value 31.222018
## iter 20 value 27.798524
## iter 30 value 27.066153
## iter 40 value 26.424389
## iter 50 value 26.252256
## iter 60 value 26.216011
## iter 70 value 26.147987
## iter 80 value 26.118403
## iter 90 value 26.114309
## final value 26.114232
## converged
## # weights: 19
## initial value 74.566567
## iter 10 value 48.471049
## iter 20 value 35.234052
## iter 30 value 29.929320
## iter 40 value 28.858920
## iter 50 value 28.816212
## iter 60 value 28.628689
## iter 70 value 28.627269
## iter 80 value 28.618022
## iter 90 value 28.617953
## final value 28.617947
## converged
## # weights: 35
## initial value 68.101285
## iter 10 value 35.825919
## iter 20 value 28.219256
## iter 30 value 26.165892
## iter 40 value 18.946589
## iter 50 value 16.581682
## iter 60 value 15.279663
## iter 70 value 14.458470
## iter 80 value 14.029203
## iter 90 value 11.504586
## iter 100 value 10.558332
## final value 10.558332
## stopped after 100 iterations
## # weights: 67
## initial value 129.754147
## iter 10 value 32.931132
## iter 20 value 21.792682
## iter 30 value 15.843367
## iter 40 value 14.942391
## iter 50 value 14.920517
## iter 60 value 14.917107
## iter 70 value 14.913146
## iter 80 value 14.909313
## iter 90 value 14.901248
## iter 100 value 14.899556
## final value 14.899556
## stopped after 100 iterations
## # weights: 19
## initial value 61.219555
## iter 10 value 32.160921
## iter 20 value 26.766907
## iter 30 value 24.348517
## iter 40 value 23.625044
## iter 50 value 23.432321
## iter 60 value 23.336308
## iter 70 value 23.325048
## final value 23.324919
## converged
## # weights: 35
## initial value 61.870195
## iter 10 value 43.704446
## iter 20 value 32.088111
## iter 30 value 31.763615
## iter 40 value 23.942993
## iter 50 value 22.261856
## iter 60 value 21.222156
## iter 70 value 19.580919
## iter 80 value 18.458934
## iter 90 value 17.761835
## iter 100 value 16.758666
## final value 16.758666
## stopped after 100 iterations
## # weights: 67
## initial value 99.058716
## iter 10 value 33.083864
## iter 20 value 23.113187
## iter 30 value 19.061357
## iter 40 value 17.285269
## iter 50 value 15.754178
## iter 60 value 14.588421
## iter 70 value 13.724770
## iter 80 value 13.013988
## iter 90 value 12.342814
## iter 100 value 12.026888
## final value 12.026888
## stopped after 100 iterations
## # weights: 19
## initial value 63.156067
## iter 10 value 56.300562
## iter 20 value 38.855299
## iter 30 value 34.740390
## iter 40 value 30.308695
## iter 50 value 29.509653
## iter 60 value 29.460753
## final value 29.459253
## converged
## # weights: 35
## initial value 67.789610
## iter 10 value 54.459949
## iter 20 value 41.036513
## iter 30 value 30.407342
## iter 40 value 28.254219
## iter 50 value 27.818049
## iter 60 value 27.591583
## iter 70 value 27.580516
## iter 80 value 27.580381
## iter 90 value 27.579825
## iter 100 value 27.579527
## final value 27.579527
## stopped after 100 iterations
## # weights: 67
## initial value 64.446618
## iter 10 value 37.723137
## iter 20 value 30.324492
## iter 30 value 27.572865
## iter 40 value 26.982383
## iter 50 value 26.696478
## iter 60 value 26.557358
## iter 70 value 26.447277
## iter 80 value 26.414461
## iter 90 value 26.398754
## iter 100 value 26.386569
## final value 26.386569
## stopped after 100 iterations
## # weights: 19
## initial value 88.823293
## iter 10 value 40.702263
## iter 20 value 33.505993
## iter 30 value 29.943062
## iter 40 value 25.071172
## iter 50 value 22.003738
## iter 60 value 20.375648
## iter 70 value 20.181820
## iter 80 value 20.086196
## iter 90 value 20.006040
## iter 100 value 19.428787
## final value 19.428787
## stopped after 100 iterations
## # weights: 35
## initial value 75.954316
## iter 10 value 38.307615
## iter 20 value 24.684372
## iter 30 value 19.918640
## iter 40 value 17.736627
## iter 50 value 17.008299
## iter 60 value 16.308206
## iter 70 value 14.456399
## iter 80 value 13.911677
## iter 90 value 13.719576
## iter 100 value 13.577532
## final value 13.577532
## stopped after 100 iterations
## # weights: 67
## initial value 59.479345
## iter 10 value 32.674853
## iter 20 value 23.062761
## iter 30 value 20.487154
## iter 40 value 16.821682
## iter 50 value 15.795795
## iter 60 value 14.115092
## iter 70 value 10.972365
## iter 80 value 9.578265
## iter 90 value 9.457983
## iter 100 value 9.376043
## final value 9.376043
## stopped after 100 iterations
## # weights: 19
## initial value 58.321337
## iter 10 value 42.931667
## iter 20 value 31.428327
## iter 30 value 29.352898
## iter 40 value 29.265917
## iter 50 value 29.164135
## iter 60 value 29.116066
## iter 70 value 28.555902
## iter 80 value 27.074979
## iter 90 value 25.291028
## iter 100 value 24.700014
## final value 24.700014
## stopped after 100 iterations
## # weights: 35
## initial value 64.753220
## iter 10 value 35.923084
## iter 20 value 28.022965
## iter 30 value 23.280754
## iter 40 value 22.157102
## iter 50 value 22.083055
## iter 60 value 20.898920
## iter 70 value 18.188664
## iter 80 value 17.829617
## iter 90 value 17.675691
## iter 100 value 17.322660
## final value 17.322660
## stopped after 100 iterations
## # weights: 67
## initial value 113.643946
## iter 10 value 29.247281
## iter 20 value 23.622014
## iter 30 value 22.554983
## iter 40 value 21.087942
## iter 50 value 16.274401
## iter 60 value 14.960621
## iter 70 value 14.693475
## iter 80 value 13.612761
## iter 90 value 10.057052
## iter 100 value 9.441773
## final value 9.441773
## stopped after 100 iterations
## # weights: 19
## initial value 59.909923
## iter 10 value 41.711248
## iter 20 value 30.929094
## iter 30 value 30.249161
## iter 40 value 30.186979
## iter 50 value 30.186297
## final value 30.186292
## converged
## # weights: 35
## initial value 93.680614
## iter 10 value 45.240789
## iter 20 value 33.447537
## iter 30 value 29.874890
## iter 40 value 29.628109
## iter 50 value 29.166870
## iter 60 value 28.671145
## iter 70 value 28.655547
## final value 28.653626
## converged
## # weights: 67
## initial value 98.510540
## iter 10 value 43.290074
## iter 20 value 29.819479
## iter 30 value 27.938950
## iter 40 value 27.269436
## iter 50 value 26.994527
## iter 60 value 26.916656
## iter 70 value 26.902612
## iter 80 value 26.879395
## iter 90 value 26.832627
## iter 100 value 26.817418
## final value 26.817418
## stopped after 100 iterations
## # weights: 19
## initial value 66.077860
## iter 10 value 52.848219
## iter 20 value 49.029168
## iter 30 value 48.989143
## iter 40 value 48.973712
## final value 48.973700
## converged
## # weights: 35
## initial value 92.521014
## iter 10 value 38.618185
## iter 20 value 23.536609
## iter 30 value 17.528542
## iter 40 value 16.752470
## iter 50 value 13.920120
## iter 60 value 12.401070
## iter 70 value 12.249120
## iter 80 value 12.132932
## iter 90 value 11.956904
## iter 100 value 11.144651
## final value 11.144651
## stopped after 100 iterations
## # weights: 67
## initial value 73.071008
## iter 10 value 57.305386
## iter 20 value 33.490870
## iter 30 value 32.180710
## iter 40 value 30.189293
## iter 50 value 17.939556
## iter 60 value 15.075991
## iter 70 value 12.744797
## iter 80 value 10.940543
## iter 90 value 10.860932
## iter 100 value 10.714813
## final value 10.714813
## stopped after 100 iterations
## # weights: 19
## initial value 59.476380
## iter 10 value 42.678719
## iter 20 value 42.356196
## iter 30 value 41.562239
## iter 40 value 35.340365
## iter 50 value 31.330372
## iter 60 value 25.268454
## iter 70 value 24.881003
## iter 80 value 23.923937
## iter 90 value 23.615903
## iter 100 value 23.596427
## final value 23.596427
## stopped after 100 iterations
## # weights: 35
## initial value 77.962560
## iter 10 value 37.941515
## iter 20 value 28.914006
## iter 30 value 28.194848
## iter 40 value 23.363964
## iter 50 value 20.248233
## iter 60 value 19.182912
## iter 70 value 18.005417
## iter 80 value 17.796027
## iter 90 value 17.792096
## iter 100 value 17.791940
## final value 17.791940
## stopped after 100 iterations
## # weights: 67
## initial value 62.887819
## iter 10 value 35.441087
## iter 20 value 30.931521
## iter 30 value 22.614671
## iter 40 value 20.897682
## iter 50 value 20.176888
## iter 60 value 19.998332
## iter 70 value 17.921934
## iter 80 value 16.041448
## iter 90 value 14.954014
## iter 100 value 14.166804
## final value 14.166804
## stopped after 100 iterations
## # weights: 19
## initial value 69.123627
## iter 10 value 51.657071
## iter 20 value 37.970653
## iter 30 value 36.608645
## iter 40 value 32.506287
## iter 50 value 30.494954
## iter 60 value 30.335864
## final value 30.335847
## converged
## # weights: 35
## initial value 58.369018
## iter 10 value 45.451266
## iter 20 value 32.313120
## iter 30 value 29.527483
## iter 40 value 28.948596
## iter 50 value 28.879763
## iter 60 value 28.769251
## iter 70 value 28.706043
## final value 28.706041
## converged
## # weights: 67
## initial value 124.871987
## iter 10 value 46.893322
## iter 20 value 32.827655
## iter 30 value 30.043102
## iter 40 value 28.922478
## iter 50 value 28.351277
## iter 60 value 28.056274
## iter 70 value 27.672308
## iter 80 value 27.620713
## iter 90 value 27.440038
## iter 100 value 27.321627
## final value 27.321627
## stopped after 100 iterations
## # weights: 19
## initial value 57.436620
## iter 10 value 48.947609
## iter 20 value 29.672771
## iter 30 value 24.541467
## iter 40 value 19.234133
## iter 50 value 19.149012
## iter 60 value 19.147386
## iter 70 value 19.143756
## iter 80 value 19.143254
## iter 90 value 19.131856
## iter 100 value 19.126797
## final value 19.126797
## stopped after 100 iterations
## # weights: 35
## initial value 88.681149
## iter 10 value 47.087296
## iter 20 value 36.991368
## iter 30 value 36.129763
## iter 40 value 36.115103
## final value 36.115060
## converged
## # weights: 67
## initial value 71.109580
## iter 10 value 32.503437
## iter 20 value 18.832156
## iter 30 value 16.092708
## iter 40 value 15.755967
## iter 50 value 11.671068
## iter 60 value 11.141487
## iter 70 value 10.867138
## iter 80 value 10.829070
## iter 90 value 10.625209
## iter 100 value 10.525714
## final value 10.525714
## stopped after 100 iterations
## # weights: 19
## initial value 72.464722
## iter 10 value 56.771303
## iter 20 value 31.949630
## iter 30 value 27.390643
## iter 40 value 23.416611
## iter 50 value 22.797549
## iter 60 value 22.765977
## iter 70 value 22.762856
## iter 80 value 22.762757
## iter 80 value 22.762757
## iter 80 value 22.762757
## final value 22.762757
## converged
## # weights: 35
## initial value 86.668806
## iter 10 value 35.413468
## iter 20 value 20.060100
## iter 30 value 17.913390
## iter 40 value 17.295768
## iter 50 value 16.649727
## iter 60 value 14.420142
## iter 70 value 13.976562
## iter 80 value 13.955722
## iter 90 value 13.955056
## final value 13.955045
## converged
## # weights: 67
## initial value 68.583920
## iter 10 value 28.405466
## iter 20 value 19.902860
## iter 30 value 16.466573
## iter 40 value 15.260182
## iter 50 value 13.285160
## iter 60 value 11.847773
## iter 70 value 11.552580
## iter 80 value 11.434758
## iter 90 value 11.372435
## iter 100 value 11.347780
## final value 11.347780
## stopped after 100 iterations
## # weights: 19
## initial value 63.171734
## iter 10 value 53.761485
## iter 20 value 41.847991
## iter 30 value 29.190724
## iter 40 value 26.433847
## final value 26.433455
## converged
## # weights: 35
## initial value 67.015373
## iter 10 value 42.193660
## iter 20 value 29.275760
## iter 30 value 26.028500
## iter 40 value 24.667018
## iter 50 value 24.326516
## iter 60 value 24.324912
## final value 24.324909
## converged
## # weights: 67
## initial value 118.041672
## iter 10 value 36.549520
## iter 20 value 26.972978
## iter 30 value 24.842031
## iter 40 value 24.318196
## iter 50 value 23.822760
## iter 60 value 23.763276
## iter 70 value 23.720838
## iter 80 value 23.683800
## iter 90 value 23.642863
## iter 100 value 23.416676
## final value 23.416676
## stopped after 100 iterations
## # weights: 19
## initial value 65.763633
## iter 10 value 55.025765
## iter 20 value 36.747981
## iter 30 value 31.060086
## iter 40 value 28.873023
## iter 50 value 28.529726
## iter 60 value 28.463801
## final value 28.457960
## converged
## # weights: 35
## initial value 71.421712
## iter 10 value 50.924474
## iter 20 value 33.307512
## iter 30 value 29.462283
## iter 40 value 28.536122
## iter 50 value 28.325204
## iter 60 value 28.255718
## iter 70 value 28.229767
## iter 80 value 28.224667
## iter 90 value 28.196644
## iter 100 value 28.194621
## final value 28.194621
## stopped after 100 iterations
## # weights: 67
## initial value 88.045335
## iter 10 value 33.458740
## iter 20 value 24.347033
## iter 30 value 19.995021
## iter 40 value 18.710405
## iter 50 value 18.496174
## iter 60 value 17.984634
## iter 70 value 17.983702
## final value 17.983581
## converged
## # weights: 19
## initial value 71.136468
## iter 10 value 43.300897
## iter 20 value 33.534092
## iter 30 value 31.473780
## iter 40 value 27.607763
## iter 50 value 22.435129
## iter 60 value 22.231431
## iter 70 value 22.226467
## final value 22.226397
## converged
## # weights: 35
## initial value 61.204143
## iter 10 value 30.892120
## iter 20 value 26.654080
## iter 30 value 22.278402
## iter 40 value 16.205774
## iter 50 value 14.973355
## iter 60 value 14.625450
## iter 70 value 14.618304
## iter 80 value 14.617946
## final value 14.617938
## converged
## # weights: 67
## initial value 94.729005
## iter 10 value 38.447934
## iter 20 value 24.509062
## iter 30 value 20.269434
## iter 40 value 15.302837
## iter 50 value 11.715456
## iter 60 value 10.660136
## iter 70 value 9.199200
## iter 80 value 8.587602
## iter 90 value 8.433945
## iter 100 value 8.326131
## final value 8.326131
## stopped after 100 iterations
## # weights: 19
## initial value 65.848383
## iter 10 value 49.459509
## iter 20 value 36.648783
## iter 30 value 30.251230
## iter 40 value 29.810544
## final value 29.810301
## converged
## # weights: 35
## initial value 87.772379
## iter 10 value 53.758331
## iter 20 value 38.097656
## iter 30 value 31.012051
## iter 40 value 29.563648
## iter 50 value 28.142535
## iter 60 value 27.576258
## iter 70 value 27.416505
## iter 80 value 27.402821
## iter 90 value 27.396526
## iter 100 value 27.395200
## final value 27.395200
## stopped after 100 iterations
## # weights: 67
## initial value 71.281226
## iter 10 value 36.369656
## iter 20 value 31.229462
## iter 30 value 28.892531
## iter 40 value 27.827304
## iter 50 value 26.900483
## iter 60 value 25.784701
## iter 70 value 25.643227
## iter 80 value 25.631125
## iter 90 value 25.624383
## iter 100 value 25.621888
## final value 25.621888
## stopped after 100 iterations
## # weights: 19
## initial value 72.123256
## iter 10 value 36.535912
## iter 20 value 29.101546
## iter 30 value 27.428844
## iter 40 value 23.678951
## iter 50 value 21.093642
## iter 60 value 17.673990
## iter 70 value 16.909950
## iter 80 value 15.467947
## iter 90 value 15.077761
## iter 100 value 15.056594
## final value 15.056594
## stopped after 100 iterations
## # weights: 35
## initial value 73.903080
## iter 10 value 36.652988
## iter 20 value 27.937052
## iter 30 value 22.657681
## iter 40 value 22.452859
## iter 50 value 22.388907
## iter 60 value 22.376508
## iter 70 value 22.376435
## iter 80 value 22.376091
## iter 90 value 22.374271
## iter 100 value 22.121066
## final value 22.121066
## stopped after 100 iterations
## # weights: 67
## initial value 57.822999
## iter 10 value 24.926470
## iter 20 value 15.199092
## iter 30 value 6.157054
## iter 40 value 6.029153
## iter 50 value 5.888241
## iter 60 value 5.427909
## iter 70 value 5.407712
## iter 80 value 5.406692
## iter 90 value 5.406635
## iter 100 value 5.406528
## final value 5.406528
## stopped after 100 iterations
## # weights: 19
## initial value 79.561239
## iter 10 value 31.943371
## iter 20 value 29.212000
## iter 30 value 29.047726
## iter 40 value 28.834315
## iter 50 value 28.119747
## iter 60 value 25.011163
## iter 70 value 23.626870
## iter 80 value 22.862031
## iter 90 value 22.609431
## iter 100 value 22.599740
## final value 22.599740
## stopped after 100 iterations
## # weights: 35
## initial value 68.958522
## iter 10 value 31.489207
## iter 20 value 28.951568
## iter 30 value 23.439821
## iter 40 value 19.532713
## iter 50 value 16.332305
## iter 60 value 15.486073
## iter 70 value 15.175307
## iter 80 value 14.364892
## iter 90 value 13.742630
## iter 100 value 13.025746
## final value 13.025746
## stopped after 100 iterations
## # weights: 67
## initial value 64.297817
## iter 10 value 45.609784
## iter 20 value 27.774593
## iter 30 value 19.423693
## iter 40 value 16.626672
## iter 50 value 15.752918
## iter 60 value 13.836657
## iter 70 value 13.334052
## iter 80 value 13.198081
## iter 90 value 12.816667
## iter 100 value 11.906883
## final value 11.906883
## stopped after 100 iterations
## # weights: 19
## initial value 70.765045
## iter 10 value 39.894896
## iter 20 value 34.949716
## iter 30 value 32.083517
## iter 40 value 27.807707
## iter 50 value 27.686771
## final value 27.686768
## converged
## # weights: 35
## initial value 58.742418
## iter 10 value 44.439529
## iter 20 value 32.612076
## iter 30 value 25.726709
## iter 40 value 25.677924
## final value 25.677120
## converged
## # weights: 67
## initial value 89.312667
## iter 10 value 39.777708
## iter 20 value 27.710565
## iter 30 value 25.069151
## iter 40 value 24.712242
## iter 50 value 24.483239
## iter 60 value 24.376797
## iter 70 value 24.319220
## iter 80 value 24.291632
## iter 90 value 24.276384
## iter 100 value 24.271754
## final value 24.271754
## stopped after 100 iterations
## # weights: 19
## initial value 81.377780
## iter 10 value 38.615144
## iter 20 value 33.927509
## iter 30 value 33.114655
## iter 40 value 33.107603
## iter 50 value 33.071649
## iter 60 value 29.608541
## iter 70 value 27.884373
## iter 80 value 27.724742
## iter 90 value 27.704878
## iter 100 value 27.621318
## final value 27.621318
## stopped after 100 iterations
## # weights: 35
## initial value 64.328691
## iter 10 value 39.718690
## iter 20 value 38.110947
## iter 30 value 36.773680
## iter 40 value 36.485727
## iter 50 value 36.476757
## iter 60 value 36.474815
## iter 70 value 36.474510
## final value 36.474494
## converged
## # weights: 67
## initial value 65.214572
## iter 10 value 33.598883
## iter 20 value 18.513366
## iter 30 value 15.699405
## iter 40 value 14.541734
## iter 50 value 14.115694
## iter 60 value 13.933037
## iter 70 value 13.675704
## iter 80 value 13.672746
## iter 90 value 13.672693
## final value 13.672688
## converged
## # weights: 19
## initial value 68.233041
## iter 10 value 40.892496
## iter 20 value 38.160798
## iter 30 value 27.525284
## iter 40 value 25.477065
## iter 50 value 23.781036
## iter 60 value 23.678603
## iter 70 value 23.675991
## final value 23.675973
## converged
## # weights: 35
## initial value 128.881383
## iter 10 value 30.837978
## iter 20 value 23.031248
## iter 30 value 21.151616
## iter 40 value 20.462348
## iter 50 value 20.157863
## iter 60 value 20.078882
## iter 70 value 20.071291
## iter 80 value 20.065392
## iter 90 value 20.046404
## iter 100 value 18.738125
## final value 18.738125
## stopped after 100 iterations
## # weights: 67
## initial value 68.478393
## iter 10 value 35.263088
## iter 20 value 26.314243
## iter 30 value 21.205316
## iter 40 value 20.197587
## iter 50 value 18.447353
## iter 60 value 14.528946
## iter 70 value 11.058796
## iter 80 value 10.094397
## iter 90 value 9.905473
## iter 100 value 9.741728
## final value 9.741728
## stopped after 100 iterations
## # weights: 19
## initial value 68.204211
## iter 10 value 55.212741
## iter 20 value 37.346904
## iter 30 value 33.953849
## iter 40 value 31.162124
## iter 50 value 28.994766
## iter 60 value 28.899059
## final value 28.865557
## converged
## # weights: 35
## initial value 90.584957
## iter 10 value 47.936741
## iter 20 value 31.531750
## iter 30 value 29.603154
## iter 40 value 28.156109
## iter 50 value 27.360057
## iter 60 value 27.290387
## iter 70 value 27.282925
## iter 80 value 27.276532
## iter 90 value 27.273879
## final value 27.273267
## converged
## # weights: 67
## initial value 76.436326
## iter 10 value 35.177841
## iter 20 value 29.385689
## iter 30 value 27.403408
## iter 40 value 26.934898
## iter 50 value 26.428781
## iter 60 value 26.173252
## iter 70 value 25.970293
## iter 80 value 25.883183
## iter 90 value 25.873608
## iter 100 value 25.869198
## final value 25.869198
## stopped after 100 iterations
## # weights: 19
## initial value 59.575865
## iter 10 value 33.897151
## iter 20 value 26.657541
## iter 30 value 26.498493
## iter 40 value 26.434638
## iter 50 value 26.426371
## iter 60 value 26.389451
## iter 70 value 26.294686
## iter 80 value 26.284049
## iter 90 value 26.280964
## iter 100 value 26.276331
## final value 26.276331
## stopped after 100 iterations
## # weights: 35
## initial value 56.299786
## iter 10 value 29.342257
## iter 20 value 17.241632
## iter 30 value 11.623458
## iter 40 value 10.731926
## iter 50 value 8.313862
## iter 60 value 8.220913
## iter 70 value 8.215711
## iter 80 value 8.214746
## iter 90 value 8.212694
## iter 100 value 8.208368
## final value 8.208368
## stopped after 100 iterations
## # weights: 67
## initial value 54.106711
## iter 10 value 29.328309
## iter 20 value 16.627318
## iter 30 value 12.573291
## iter 40 value 12.251515
## iter 50 value 12.249849
## iter 60 value 12.185032
## iter 70 value 6.590184
## iter 80 value 6.522540
## iter 90 value 6.522452
## final value 6.522452
## converged
## # weights: 19
## initial value 71.843904
## iter 10 value 56.845203
## iter 20 value 46.144362
## iter 30 value 32.292685
## iter 40 value 30.994310
## iter 50 value 23.485392
## iter 60 value 22.318831
## iter 70 value 21.313225
## iter 80 value 21.276915
## iter 90 value 21.275869
## final value 21.275867
## converged
## # weights: 35
## initial value 68.225101
## iter 10 value 36.362743
## iter 20 value 31.810145
## iter 30 value 26.392257
## iter 40 value 21.461200
## iter 50 value 20.169255
## iter 60 value 20.059224
## iter 70 value 18.684151
## iter 80 value 18.456039
## iter 90 value 18.213535
## iter 100 value 18.045826
## final value 18.045826
## stopped after 100 iterations
## # weights: 67
## initial value 59.429829
## iter 10 value 40.850628
## iter 20 value 31.849085
## iter 30 value 26.262709
## iter 40 value 19.949353
## iter 50 value 17.412731
## iter 60 value 13.820226
## iter 70 value 12.834118
## iter 80 value 11.692783
## iter 90 value 10.624431
## iter 100 value 9.998099
## final value 9.998099
## stopped after 100 iterations
## # weights: 19
## initial value 83.851271
## iter 10 value 56.165193
## iter 20 value 41.547250
## iter 30 value 33.294311
## iter 40 value 29.938998
## iter 50 value 29.902044
## iter 60 value 29.901328
## final value 29.901326
## converged
## # weights: 35
## initial value 77.046664
## iter 10 value 45.795613
## iter 20 value 31.908312
## iter 30 value 29.649910
## iter 40 value 29.204923
## iter 50 value 28.984644
## iter 60 value 28.785246
## iter 70 value 27.720660
## iter 80 value 27.330875
## final value 27.330373
## converged
## # weights: 67
## initial value 92.070609
## iter 10 value 42.322945
## iter 20 value 31.091397
## iter 30 value 28.586412
## iter 40 value 28.209807
## iter 50 value 27.893261
## iter 60 value 27.294151
## iter 70 value 27.052629
## iter 80 value 26.952930
## iter 90 value 26.842453
## iter 100 value 26.826333
## final value 26.826333
## stopped after 100 iterations
## # weights: 19
## initial value 81.916434
## iter 10 value 56.135217
## final value 56.135144
## converged
## # weights: 35
## initial value 66.149552
## iter 10 value 33.056157
## iter 20 value 23.486439
## iter 30 value 18.414264
## iter 40 value 16.500354
## iter 50 value 15.903684
## iter 60 value 15.893139
## iter 70 value 15.882790
## iter 80 value 15.880116
## iter 90 value 15.669398
## iter 100 value 14.812105
## final value 14.812105
## stopped after 100 iterations
## # weights: 67
## initial value 69.026292
## iter 10 value 29.115205
## iter 20 value 19.096811
## iter 30 value 11.018586
## iter 40 value 9.468229
## iter 50 value 7.563866
## iter 60 value 6.402460
## iter 70 value 5.169594
## iter 80 value 4.258070
## iter 90 value 4.181539
## iter 100 value 4.168320
## final value 4.168320
## stopped after 100 iterations
## # weights: 19
## initial value 77.837374
## iter 10 value 37.175557
## iter 20 value 31.661664
## iter 30 value 31.637442
## iter 40 value 30.224535
## iter 50 value 28.073115
## iter 60 value 25.312938
## iter 70 value 25.000801
## iter 80 value 24.998991
## final value 24.998876
## converged
## # weights: 35
## initial value 72.953250
## iter 10 value 34.011817
## iter 20 value 30.981740
## iter 30 value 24.675990
## iter 40 value 20.714592
## iter 50 value 19.032351
## iter 60 value 18.437734
## iter 70 value 18.222618
## iter 80 value 18.045805
## iter 90 value 17.522409
## iter 100 value 17.462968
## final value 17.462968
## stopped after 100 iterations
## # weights: 67
## initial value 90.825685
## iter 10 value 38.230526
## iter 20 value 28.804025
## iter 30 value 22.265336
## iter 40 value 19.960257
## iter 50 value 14.983150
## iter 60 value 12.161417
## iter 70 value 11.466589
## iter 80 value 11.252493
## iter 90 value 10.282016
## iter 100 value 9.992494
## final value 9.992494
## stopped after 100 iterations
## # weights: 19
## initial value 67.427194
## iter 10 value 46.572215
## iter 20 value 36.022556
## iter 30 value 30.985086
## iter 40 value 30.246599
## iter 50 value 30.229041
## final value 30.228121
## converged
## # weights: 35
## initial value 96.602058
## iter 10 value 49.960469
## iter 20 value 36.626274
## iter 30 value 32.119865
## iter 40 value 30.945869
## iter 50 value 28.660744
## iter 60 value 27.196685
## iter 70 value 27.057841
## iter 80 value 27.057163
## iter 90 value 27.057096
## iter 90 value 27.057096
## iter 90 value 27.057096
## final value 27.057096
## converged
## # weights: 67
## initial value 87.016806
## iter 10 value 36.636812
## iter 20 value 29.599136
## iter 30 value 28.067111
## iter 40 value 27.290771
## iter 50 value 26.987103
## iter 60 value 26.516786
## iter 70 value 26.098431
## iter 80 value 26.051979
## iter 90 value 26.048120
## iter 100 value 26.047399
## final value 26.047399
## stopped after 100 iterations
## # weights: 19
## initial value 64.648465
## iter 10 value 30.505845
## iter 20 value 24.841835
## iter 30 value 24.779196
## iter 40 value 24.753078
## iter 50 value 24.752112
## iter 60 value 24.643576
## iter 70 value 24.536123
## iter 70 value 24.536123
## iter 70 value 24.536123
## final value 24.536123
## converged
## # weights: 35
## initial value 72.570241
## iter 10 value 55.624415
## final value 55.624254
## converged
## # weights: 67
## initial value 114.022531
## iter 10 value 38.999030
## iter 20 value 19.365985
## iter 30 value 17.959447
## iter 40 value 17.935848
## iter 50 value 17.934676
## iter 60 value 17.319999
## iter 70 value 10.951812
## iter 80 value 10.704248
## iter 90 value 10.703540
## final value 10.703532
## converged
## # weights: 19
## initial value 69.694317
## iter 10 value 34.627786
## iter 20 value 25.676829
## iter 30 value 19.067044
## iter 40 value 18.892344
## iter 50 value 18.890606
## final value 18.890522
## converged
## # weights: 35
## initial value 64.568683
## iter 10 value 33.143655
## iter 20 value 23.694408
## iter 30 value 22.253355
## iter 40 value 21.946308
## iter 50 value 17.200060
## iter 60 value 15.625412
## iter 70 value 15.339454
## iter 80 value 15.167091
## iter 90 value 12.561987
## iter 100 value 12.338881
## final value 12.338881
## stopped after 100 iterations
## # weights: 67
## initial value 74.800763
## iter 10 value 32.084101
## iter 20 value 27.653805
## iter 30 value 25.617548
## iter 40 value 16.735026
## iter 50 value 14.842026
## iter 60 value 13.882462
## iter 70 value 11.569197
## iter 80 value 10.787822
## iter 90 value 9.444569
## iter 100 value 8.000421
## final value 8.000421
## stopped after 100 iterations
## # weights: 19
## initial value 77.360391
## iter 10 value 42.440960
## iter 20 value 32.992093
## iter 30 value 32.450321
## iter 40 value 28.481106
## iter 50 value 27.139888
## iter 60 value 25.903714
## final value 25.898183
## converged
## # weights: 35
## initial value 58.249235
## iter 10 value 32.650402
## iter 20 value 24.951111
## iter 30 value 23.972774
## iter 40 value 23.780086
## iter 50 value 23.731694
## iter 60 value 23.721204
## final value 23.721172
## converged
## # weights: 67
## initial value 72.715374
## iter 10 value 27.708970
## iter 20 value 23.248888
## iter 30 value 22.381512
## iter 40 value 22.099500
## iter 50 value 21.927216
## iter 60 value 21.773576
## iter 70 value 21.748419
## iter 80 value 21.733664
## iter 90 value 21.730140
## iter 100 value 21.729880
## final value 21.729880
## stopped after 100 iterations
## # weights: 19
## initial value 63.148507
## iter 10 value 42.106052
## iter 20 value 28.183136
## iter 30 value 20.612627
## iter 40 value 19.395372
## iter 50 value 18.790832
## iter 60 value 18.460712
## iter 70 value 18.014945
## iter 80 value 17.620176
## iter 90 value 17.520806
## iter 100 value 17.493341
## final value 17.493341
## stopped after 100 iterations
## # weights: 35
## initial value 56.105723
## iter 10 value 34.084806
## iter 20 value 21.728182
## iter 30 value 15.462051
## iter 40 value 15.055599
## iter 50 value 15.053983
## iter 60 value 15.053925
## iter 70 value 15.053841
## final value 15.053841
## converged
## # weights: 67
## initial value 77.570452
## iter 10 value 42.674038
## iter 20 value 24.419317
## iter 30 value 20.662158
## iter 40 value 12.747644
## iter 50 value 10.041219
## iter 60 value 9.147227
## iter 70 value 8.679822
## iter 80 value 8.522161
## iter 90 value 8.408496
## iter 100 value 8.397174
## final value 8.397174
## stopped after 100 iterations
## # weights: 19
## initial value 74.600979
## iter 10 value 43.437167
## iter 20 value 33.301098
## iter 30 value 33.218265
## iter 40 value 30.270064
## iter 50 value 28.501598
## iter 60 value 28.451097
## iter 70 value 28.423961
## iter 80 value 28.265126
## iter 90 value 26.780548
## iter 100 value 26.224424
## final value 26.224424
## stopped after 100 iterations
## # weights: 35
## initial value 67.458820
## iter 10 value 34.165290
## iter 20 value 23.925420
## iter 30 value 22.207571
## iter 40 value 21.683652
## iter 50 value 21.618964
## iter 60 value 21.595790
## iter 70 value 21.573666
## iter 80 value 21.541384
## iter 90 value 21.487115
## iter 100 value 21.242605
## final value 21.242605
## stopped after 100 iterations
## # weights: 67
## initial value 100.679926
## iter 10 value 34.704567
## iter 20 value 23.422154
## iter 30 value 20.130971
## iter 40 value 19.086921
## iter 50 value 17.072926
## iter 60 value 13.956384
## iter 70 value 12.495071
## iter 80 value 12.151955
## iter 90 value 12.067839
## iter 100 value 11.916275
## final value 11.916275
## stopped after 100 iterations
## # weights: 19
## initial value 80.949976
## iter 10 value 56.344696
## iter 20 value 41.530438
## iter 30 value 35.921478
## iter 40 value 32.853057
## iter 50 value 30.056658
## iter 60 value 29.942071
## iter 70 value 29.928305
## final value 29.928301
## converged
## # weights: 35
## initial value 80.462624
## iter 10 value 56.294442
## iter 20 value 36.814192
## iter 30 value 32.943973
## iter 40 value 30.249918
## iter 50 value 29.211198
## iter 60 value 29.085561
## iter 70 value 29.006322
## iter 80 value 28.983238
## iter 90 value 28.978160
## iter 100 value 28.977604
## final value 28.977604
## stopped after 100 iterations
## # weights: 67
## initial value 75.073346
## iter 10 value 39.920951
## iter 20 value 30.036431
## iter 30 value 28.539216
## iter 40 value 27.685695
## iter 50 value 27.223684
## iter 60 value 27.029297
## iter 70 value 26.898115
## iter 80 value 26.838183
## iter 90 value 26.824920
## iter 100 value 26.821724
## final value 26.821724
## stopped after 100 iterations
## # weights: 19
## initial value 78.818237
## iter 10 value 37.285245
## iter 20 value 36.552473
## iter 30 value 35.515234
## iter 40 value 35.267903
## iter 50 value 35.017501
## iter 60 value 34.827643
## iter 70 value 33.804015
## iter 80 value 33.648783
## iter 90 value 33.647938
## iter 100 value 33.644815
## final value 33.644815
## stopped after 100 iterations
## # weights: 35
## initial value 68.209712
## iter 10 value 30.339978
## iter 20 value 20.452533
## iter 30 value 18.643215
## iter 40 value 18.615234
## iter 50 value 18.393635
## iter 60 value 18.388582
## final value 18.388577
## converged
## # weights: 67
## initial value 111.042933
## iter 10 value 30.901398
## iter 20 value 22.974439
## iter 30 value 20.193443
## iter 40 value 16.176243
## iter 50 value 16.124387
## iter 60 value 14.926321
## iter 70 value 11.314320
## iter 80 value 8.169793
## iter 90 value 5.404332
## iter 100 value 3.865206
## final value 3.865206
## stopped after 100 iterations
## # weights: 19
## initial value 79.261698
## iter 10 value 48.523162
## iter 20 value 28.645181
## iter 30 value 27.458931
## iter 40 value 27.240582
## iter 50 value 27.209976
## iter 60 value 27.203168
## final value 27.203048
## converged
## # weights: 35
## initial value 70.412206
## iter 10 value 36.716605
## iter 20 value 26.620518
## iter 30 value 24.296549
## iter 40 value 24.122271
## iter 50 value 24.098110
## iter 60 value 24.072123
## iter 70 value 24.011561
## iter 80 value 23.710496
## iter 90 value 21.069964
## iter 100 value 20.353341
## final value 20.353341
## stopped after 100 iterations
## # weights: 67
## initial value 101.794441
## iter 10 value 32.306536
## iter 20 value 23.521759
## iter 30 value 20.267607
## iter 40 value 18.487997
## iter 50 value 17.816802
## iter 60 value 17.631305
## iter 70 value 17.393452
## iter 80 value 17.174833
## iter 90 value 17.108953
## iter 100 value 17.061923
## final value 17.061923
## stopped after 100 iterations
## # weights: 19
## initial value 75.651652
## iter 10 value 52.434246
## iter 20 value 35.858819
## iter 30 value 34.827849
## iter 40 value 31.138324
## iter 50 value 30.908118
## final value 30.901512
## converged
## # weights: 35
## initial value 64.976948
## iter 10 value 33.791117
## iter 20 value 29.514434
## iter 30 value 28.882343
## iter 40 value 28.291158
## iter 50 value 27.662971
## iter 60 value 27.480172
## iter 70 value 27.477828
## final value 27.477818
## converged
## # weights: 67
## initial value 67.320250
## iter 10 value 32.552079
## iter 20 value 27.875663
## iter 30 value 27.028434
## iter 40 value 26.511963
## iter 50 value 26.372848
## iter 60 value 26.244126
## iter 70 value 26.230438
## iter 80 value 26.228317
## iter 90 value 26.227822
## iter 100 value 26.227795
## final value 26.227795
## stopped after 100 iterations
## # weights: 19
## initial value 70.555627
## iter 10 value 58.187090
## iter 20 value 36.234800
## iter 30 value 30.315832
## iter 40 value 24.374171
## iter 50 value 24.189523
## iter 60 value 23.858202
## iter 70 value 23.837947
## iter 80 value 23.834242
## iter 90 value 23.832611
## iter 100 value 23.830106
## final value 23.830106
## stopped after 100 iterations
## # weights: 35
## initial value 72.406109
## iter 10 value 42.294811
## iter 20 value 32.938924
## iter 30 value 28.186655
## iter 40 value 26.111103
## iter 50 value 26.021495
## iter 60 value 25.956028
## iter 70 value 25.943779
## iter 80 value 25.942043
## final value 25.941977
## converged
## # weights: 67
## initial value 76.989178
## iter 10 value 34.146976
## iter 20 value 28.608676
## iter 30 value 26.767152
## iter 40 value 17.703636
## iter 50 value 14.750806
## iter 60 value 13.251067
## iter 70 value 12.355101
## iter 80 value 8.852113
## iter 90 value 5.064081
## iter 100 value 3.781475
## final value 3.781475
## stopped after 100 iterations
## # weights: 19
## initial value 70.959972
## iter 10 value 58.226283
## iter 20 value 41.979601
## iter 30 value 41.471141
## iter 40 value 29.194347
## iter 50 value 24.954133
## iter 60 value 24.480034
## iter 70 value 24.322318
## iter 80 value 24.313311
## iter 90 value 24.311123
## final value 24.311081
## converged
## # weights: 35
## initial value 58.333828
## iter 10 value 29.343996
## iter 20 value 21.322216
## iter 30 value 18.488452
## iter 40 value 17.729506
## iter 50 value 17.293716
## iter 60 value 16.986135
## iter 70 value 16.565387
## iter 80 value 16.513874
## iter 90 value 16.492125
## iter 100 value 16.491375
## final value 16.491375
## stopped after 100 iterations
## # weights: 67
## initial value 63.111545
## iter 10 value 33.774346
## iter 20 value 24.691415
## iter 30 value 20.984948
## iter 40 value 18.895639
## iter 50 value 16.142344
## iter 60 value 15.749028
## iter 70 value 15.626388
## iter 80 value 14.982840
## iter 90 value 13.763123
## iter 100 value 13.544617
## final value 13.544617
## stopped after 100 iterations
## # weights: 19
## initial value 63.705595
## iter 10 value 38.455946
## iter 20 value 33.683899
## iter 30 value 30.570946
## iter 40 value 29.927216
## iter 50 value 29.923695
## final value 29.923498
## converged
## # weights: 35
## initial value 67.636370
## iter 10 value 41.685333
## iter 20 value 34.232948
## iter 30 value 29.241973
## iter 40 value 28.513496
## iter 50 value 28.369392
## final value 28.368262
## converged
## # weights: 67
## initial value 58.795924
## iter 10 value 34.098052
## iter 20 value 29.613660
## iter 30 value 28.093021
## iter 40 value 27.454748
## iter 50 value 26.515024
## iter 60 value 26.314225
## iter 70 value 26.272689
## iter 80 value 26.268419
## iter 90 value 26.266488
## iter 100 value 26.265355
## final value 26.265355
## stopped after 100 iterations
## # weights: 19
## initial value 66.021620
## iter 10 value 32.122810
## iter 20 value 28.691893
## iter 30 value 28.477050
## iter 40 value 28.343874
## iter 50 value 28.203014
## final value 28.202889
## converged
## # weights: 35
## initial value 59.365036
## iter 10 value 26.888559
## iter 20 value 19.789669
## iter 30 value 15.549538
## iter 40 value 14.938959
## iter 50 value 14.326853
## iter 60 value 13.559457
## iter 70 value 13.526698
## iter 80 value 13.465672
## iter 90 value 13.442886
## iter 100 value 13.440656
## final value 13.440656
## stopped after 100 iterations
## # weights: 67
## initial value 117.998659
## iter 10 value 53.260053
## iter 20 value 33.330719
## iter 30 value 29.760033
## iter 40 value 22.912863
## iter 50 value 18.800415
## iter 60 value 16.792983
## iter 70 value 12.695476
## iter 80 value 11.654009
## iter 90 value 11.549841
## iter 100 value 11.509517
## final value 11.509517
## stopped after 100 iterations
## # weights: 19
## initial value 83.226663
## iter 10 value 41.071834
## iter 20 value 36.664140
## iter 30 value 31.792606
## iter 40 value 29.437409
## iter 50 value 25.686028
## iter 60 value 24.947719
## iter 70 value 24.680132
## iter 80 value 24.643949
## iter 90 value 24.643049
## final value 24.643036
## converged
## # weights: 35
## initial value 59.486136
## iter 10 value 40.673338
## iter 20 value 29.515172
## iter 30 value 27.947423
## iter 40 value 27.156141
## iter 50 value 21.662165
## iter 60 value 21.475518
## iter 70 value 18.383650
## iter 80 value 16.544854
## iter 90 value 16.175520
## iter 100 value 16.096606
## final value 16.096606
## stopped after 100 iterations
## # weights: 67
## initial value 102.571693
## iter 10 value 34.656323
## iter 20 value 23.983387
## iter 30 value 23.273243
## iter 40 value 19.638155
## iter 50 value 18.607088
## iter 60 value 17.900428
## iter 70 value 17.017276
## iter 80 value 14.907387
## iter 90 value 13.203035
## iter 100 value 12.952056
## final value 12.952056
## stopped after 100 iterations
## # weights: 19
## initial value 91.871340
## iter 10 value 56.241086
## iter 20 value 37.667167
## iter 30 value 30.707275
## iter 40 value 28.967986
## iter 50 value 27.574535
## iter 60 value 27.451254
## final value 27.451216
## converged
## # weights: 35
## initial value 85.974267
## iter 10 value 53.459184
## iter 20 value 35.582457
## iter 30 value 28.617193
## iter 40 value 27.170881
## iter 50 value 26.350662
## iter 60 value 26.054819
## iter 70 value 25.997872
## iter 80 value 25.987101
## iter 90 value 25.985235
## iter 100 value 25.984718
## final value 25.984718
## stopped after 100 iterations
## # weights: 67
## initial value 69.644905
## iter 10 value 29.880911
## iter 20 value 26.361113
## iter 30 value 25.447720
## iter 40 value 25.032682
## iter 50 value 24.720221
## iter 60 value 24.587889
## iter 70 value 24.553028
## iter 80 value 24.549248
## iter 90 value 24.548258
## iter 100 value 24.547925
## final value 24.547925
## stopped after 100 iterations
## # weights: 19
## initial value 65.870765
## iter 10 value 36.415182
## iter 20 value 31.795692
## iter 30 value 27.173312
## iter 40 value 26.745183
## iter 50 value 26.289922
## iter 60 value 26.207544
## final value 26.206786
## converged
## # weights: 35
## initial value 88.922910
## iter 10 value 41.664899
## iter 20 value 25.830211
## iter 30 value 25.199080
## iter 40 value 25.072286
## iter 50 value 24.906343
## iter 60 value 24.734893
## iter 70 value 22.518263
## iter 80 value 22.488365
## final value 22.488272
## converged
## # weights: 67
## initial value 66.521249
## iter 10 value 30.142198
## iter 20 value 25.941209
## iter 30 value 19.470142
## iter 40 value 15.517675
## iter 50 value 14.402728
## iter 60 value 14.261228
## iter 70 value 12.384661
## iter 80 value 7.534000
## iter 90 value 7.132516
## iter 100 value 7.045498
## final value 7.045498
## stopped after 100 iterations
## # weights: 19
## initial value 87.867921
## iter 10 value 41.456987
## iter 20 value 30.821033
## iter 30 value 29.636729
## iter 40 value 23.743013
## iter 50 value 23.313279
## iter 60 value 23.300719
## iter 70 value 22.753273
## iter 80 value 21.076239
## iter 90 value 20.982838
## iter 100 value 20.981554
## final value 20.981554
## stopped after 100 iterations
## # weights: 35
## initial value 78.141563
## iter 10 value 48.536139
## iter 20 value 31.786071
## iter 30 value 24.793253
## iter 40 value 22.350105
## iter 50 value 17.812267
## iter 60 value 17.070099
## iter 70 value 15.909222
## iter 80 value 13.944764
## iter 90 value 13.619873
## iter 100 value 13.449144
## final value 13.449144
## stopped after 100 iterations
## # weights: 67
## initial value 59.413882
## iter 10 value 29.224507
## iter 20 value 19.497093
## iter 30 value 17.615548
## iter 40 value 16.790670
## iter 50 value 16.431600
## iter 60 value 16.121994
## iter 70 value 12.913648
## iter 80 value 10.900557
## iter 90 value 10.174714
## iter 100 value 9.404254
## final value 9.404254
## stopped after 100 iterations
## # weights: 19
## initial value 79.181407
## iter 10 value 54.357584
## iter 20 value 35.233849
## iter 30 value 33.872257
## iter 40 value 30.568057
## iter 50 value 27.833486
## iter 60 value 27.365884
## final value 27.349365
## converged
## # weights: 35
## initial value 72.316595
## iter 10 value 37.571888
## iter 20 value 29.676418
## iter 30 value 25.887714
## iter 40 value 25.350179
## iter 50 value 24.651165
## iter 60 value 24.446483
## iter 70 value 24.411706
## iter 80 value 24.411305
## final value 24.411293
## converged
## # weights: 67
## initial value 67.173168
## iter 10 value 33.465401
## iter 20 value 26.953421
## iter 30 value 25.846923
## iter 40 value 24.805171
## iter 50 value 24.180471
## iter 60 value 23.913776
## iter 70 value 23.825384
## iter 80 value 23.822486
## iter 90 value 23.821971
## iter 100 value 23.821688
## final value 23.821688
## stopped after 100 iterations
## # weights: 19
## initial value 71.934407
## iter 10 value 45.390648
## iter 20 value 34.143577
## iter 30 value 31.040612
## iter 40 value 30.409458
## iter 50 value 30.340646
## iter 60 value 29.591652
## iter 70 value 29.151736
## iter 80 value 28.780346
## iter 90 value 28.538914
## iter 100 value 28.396520
## final value 28.396520
## stopped after 100 iterations
## # weights: 35
## initial value 53.953850
## iter 10 value 35.240948
## iter 20 value 31.105172
## iter 30 value 22.267148
## iter 40 value 20.358701
## iter 50 value 19.827836
## iter 60 value 19.478659
## iter 70 value 18.910220
## iter 80 value 17.494160
## iter 90 value 17.056607
## iter 100 value 16.676510
## final value 16.676510
## stopped after 100 iterations
## # weights: 67
## initial value 74.882383
## iter 10 value 30.785560
## iter 20 value 20.712745
## iter 30 value 16.042178
## iter 40 value 10.938791
## iter 50 value 9.277460
## iter 60 value 7.052624
## iter 70 value 4.821113
## iter 80 value 4.653224
## iter 90 value 4.546651
## iter 100 value 4.483797
## final value 4.483797
## stopped after 100 iterations
## # weights: 19
## initial value 60.326536
## iter 10 value 27.884947
## iter 20 value 23.706689
## iter 30 value 22.766759
## iter 40 value 22.434443
## iter 50 value 22.430024
## iter 60 value 22.429803
## final value 22.429792
## converged
## # weights: 35
## initial value 75.045559
## iter 10 value 34.100380
## iter 20 value 25.400722
## iter 30 value 22.882940
## iter 40 value 22.194107
## iter 50 value 22.088547
## iter 60 value 21.121374
## iter 70 value 20.876993
## iter 80 value 20.672735
## iter 90 value 20.404735
## iter 100 value 20.327831
## final value 20.327831
## stopped after 100 iterations
## # weights: 67
## initial value 68.734925
## iter 10 value 50.932066
## iter 20 value 35.449891
## iter 30 value 33.110235
## iter 40 value 32.646665
## iter 50 value 26.626117
## iter 60 value 22.338815
## iter 70 value 20.093133
## iter 80 value 16.457096
## iter 90 value 14.692833
## iter 100 value 12.933198
## final value 12.933198
## stopped after 100 iterations
## # weights: 19
## initial value 61.052674
## iter 10 value 52.666774
## iter 20 value 36.734428
## iter 30 value 36.186845
## iter 40 value 33.583908
## iter 50 value 29.215388
## iter 60 value 28.556156
## final value 28.552579
## converged
## # weights: 35
## initial value 64.744859
## iter 10 value 36.534932
## iter 20 value 31.213182
## iter 30 value 29.134425
## iter 40 value 28.235548
## iter 50 value 27.721499
## iter 60 value 27.293588
## iter 70 value 27.101398
## iter 80 value 27.020800
## iter 90 value 27.005923
## final value 27.005922
## converged
## # weights: 67
## initial value 109.930467
## iter 10 value 47.254451
## iter 20 value 31.204158
## iter 30 value 27.827205
## iter 40 value 26.962510
## iter 50 value 26.556292
## iter 60 value 26.063783
## iter 70 value 25.846958
## iter 80 value 25.776877
## iter 90 value 25.758139
## iter 100 value 25.751576
## final value 25.751576
## stopped after 100 iterations
## # weights: 19
## initial value 61.332561
## iter 10 value 56.116909
## iter 20 value 37.487992
## iter 30 value 28.896829
## iter 40 value 26.579207
## iter 50 value 26.406932
## iter 60 value 21.712903
## iter 70 value 20.477519
## iter 80 value 20.109745
## iter 90 value 20.029233
## iter 100 value 19.966549
## final value 19.966549
## stopped after 100 iterations
## # weights: 35
## initial value 62.446807
## iter 10 value 30.914761
## iter 20 value 23.808015
## iter 30 value 19.817092
## iter 40 value 18.041908
## iter 50 value 16.863711
## iter 60 value 16.516601
## iter 70 value 15.695498
## iter 80 value 15.207204
## iter 90 value 15.165719
## iter 100 value 15.146995
## final value 15.146995
## stopped after 100 iterations
## # weights: 67
## initial value 74.782885
## iter 10 value 33.610620
## iter 20 value 17.864644
## iter 30 value 13.194315
## iter 40 value 12.134315
## iter 50 value 12.066094
## iter 60 value 11.896444
## iter 70 value 11.879307
## iter 80 value 11.874390
## iter 90 value 11.872029
## iter 100 value 11.869983
## final value 11.869983
## stopped after 100 iterations
## # weights: 19
## initial value 60.719508
## iter 10 value 32.350623
## iter 20 value 28.314956
## iter 30 value 26.893606
## iter 40 value 26.285819
## iter 50 value 26.243089
## iter 60 value 26.240071
## iter 70 value 26.240037
## iter 70 value 26.240037
## iter 70 value 26.240037
## final value 26.240037
## converged
## # weights: 35
## initial value 76.592120
## iter 10 value 37.386585
## iter 20 value 33.005514
## iter 30 value 28.919437
## iter 40 value 26.885087
## iter 50 value 19.716232
## iter 60 value 18.492723
## iter 70 value 17.076745
## iter 80 value 16.556900
## iter 90 value 16.509970
## iter 100 value 16.501743
## final value 16.501743
## stopped after 100 iterations
## # weights: 67
## initial value 110.129427
## iter 10 value 41.130968
## iter 20 value 23.615129
## iter 30 value 20.661788
## iter 40 value 18.458690
## iter 50 value 17.525032
## iter 60 value 16.916031
## iter 70 value 15.327224
## iter 80 value 14.144299
## iter 90 value 13.720858
## iter 100 value 11.753965
## final value 11.753965
## stopped after 100 iterations
## # weights: 19
## initial value 78.447261
## iter 10 value 37.089537
## iter 20 value 30.494111
## iter 30 value 29.973696
## final value 29.973694
## converged
## # weights: 35
## initial value 66.642212
## iter 10 value 49.633443
## iter 20 value 31.556594
## iter 30 value 29.548708
## iter 40 value 26.679139
## iter 50 value 26.272821
## iter 60 value 25.821112
## iter 70 value 25.784252
## iter 80 value 25.761208
## final value 25.757171
## converged
## # weights: 67
## initial value 63.647614
## iter 10 value 31.492124
## iter 20 value 27.046393
## iter 30 value 25.827810
## iter 40 value 25.115006
## iter 50 value 24.962524
## iter 60 value 24.894178
## iter 70 value 24.865106
## iter 80 value 24.853633
## iter 90 value 24.851485
## iter 100 value 24.851340
## final value 24.851340
## stopped after 100 iterations
## # weights: 35
## initial value 121.317731
## iter 10 value 64.825358
## iter 20 value 47.953789
## iter 30 value 34.871190
## iter 40 value 34.368392
## iter 50 value 31.153327
## iter 60 value 28.319336
## iter 70 value 27.806457
## iter 80 value 21.873171
## iter 90 value 20.615480
## iter 100 value 19.335936
## final value 19.335936
## stopped after 100 iterations
nnfit
## Neural Network
##
## 66 samples
## 4 predictor
## 3 classes: 'E3.25', 'E3.5', 'E4.5'
##
## No pre-processing
## Resampling: Cross-Validated (10 fold, repeated 3 times)
## Summary of sample sizes: 59, 59, 60, 59, 58, 60, ...
## Resampling results across tuning parameters:
##
## size decay Accuracy Kappa
## 2 0.00 0.745 0.512
## 2 0.01 0.751 0.572
## 2 0.10 0.760 0.581
## 4 0.00 0.745 0.552
## 4 0.01 0.797 0.654
## 4 0.10 0.769 0.598
## 8 0.00 0.750 0.578
## 8 0.01 0.773 0.611
## 8 0.10 0.760 0.585
##
## Accuracy was used to select the optimal model using the largest value.
## The final values used for the model were size = 4 and decay = 0.01.
plot(nnfit)
predict(nnfit) |> head(10)
## [1] E3.25 E3.25 E3.25 E3.25 E3.25 E3.25 E3.25 E3.25 E3.25 E3.25
## Levels: E3.25 E3.5 E4.5
## -----------------------------------------------------------------------------
## library("kernlab")
## kfunction= function(linear =0, quadratic=0)
## { k = function (v,w){ linear*sum((v)*(w)) + quadratic*sum((v^2)*(w^2))}
## class(k) = "kernel"
## return(k) }
## subx=subx[,2:3]
## svp = ksvm(subx,dftxy$tg,type="C-svc",C = 100, kernel=kfunction(1,0),scaled=c())
## plot(c(min(subx[,1]), max(subx[,1])),c(min(subx[,2]), max(subx[,2])),
## type='n',xlab='x1',ylab='x2')
## ymat = ymatrix(svp)
## points(subx[-SVindex(svp),1], subx[-SVindex(svp),2],
## pch = ifelse(ymat[-SVindex(svp)] < 0, 2, 1))
## points(subx[SVindex(svp),1], subx[SVindex(svp),2],
## pch = ifelse(ymat[SVindex(svp)] < 0, 17, 16))
##
## # Extract w and b from the model
## w = colSums(coef(svp)[[1]] * subx[SVindex(svp),])
## b = b(svp)
## # Draw the lines
## abline(b/w[2],-w[1]/w[2])
## abline((b+1)/w[2],-w[1]/w[2],lty=2)
## abline((b-1)/w[2],-w[1]/w[2],lty=2)
