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Reproductive Medicine and Biology logoLink to Reproductive Medicine and Biology
. 2022 Jan 5;21(1):e12435. doi: 10.1002/rmb2.12435

A gene network of uterine luminal epithelium organizes mouse blastocyst implantation

Shizu Aikawa 1, Yasushi Hirota 1,, Yamato Fukui 1, Chihiro Ishizawa 1, Rei IIda 1, Tetsuaki Kaku 1, Tomoyuki Hirata 1, Shun Akaeda 1, Takehiro Hiraoka 1, Mitsunori Matsuo 1, Yutaka Osuga 1
PMCID: PMC8967306  PMID: 35386370

Abstract

Purpose

The receptive endometrium is critical for blastocyst implantation. In mice, after blastocysts enter the uterine cavities on day 4 of pregnancy (day 1 = vaginal plug), blastocyst attachment is completed within 24 h, accompanied by dynamic interactions between the uterine luminal epithelium and the blastocysts. Any failures in this process compromise subsequent pregnancy outcomes. Here, we performed comprehensive analyses of gene expression at the luminal epithelium in the peri‐implantation period.

Methods

RNA‐seq combined with laser microdissection (LMD) was used to reveal unique gene expression kinetics in the epithelium.

Results

We found that the prereceptive epithelium on day 3 specifically expresses cell cycle‐related genes. In addition, days 3 and 4 epithelia express glutathione pathway‐related genes, which are protective against oxidative stresses. In contrast, day 5 epithelium expresses genes involved in glycolysis and the regulation of cell proliferation. The genes highly expressed on days 3 and 4 compared to day 5 are related to progesterone receptor signaling, and the genes highly expressed on day 5 compared to days 3 and 4 are associated with the ones regulated by H3K27me3.

Conclusions

These results suggest that specific gene expression patterns govern uterine functions during early pregnancy, contributing to implantation success.

Keywords: blastocyst implantation, gene expression, laser microdissection, luminal epithelium, uterus

1. INTRODUCTION

Blastocyst implantation is key for a successful pregnancy. 1 , 2 Upon blastocyst implantation, blastocysts directly communicate with the luminal epithelium. After mating in mice, uterine epithelial cells undergo massive apoptosis and cell proliferation, which continues until the serum progesterone (P4) level increases on day 3 of pregnancy (with day 1 being the presence of a vaginal plug). 3 , 4 The luminal epithelium then differentiates to be receptive and permits blastocyst adhesion. 4 Uterine receptivity is strictly regulated by the balance of P4 and estrogen (E2), and this period of receptivity is defined as the “implantation window,” which normally occurs on day 4 of pregnancy in mice. 2 , 5 Blastocysts enter the uterine cavity on the early morning of day 4 and attach to the luminal epithelium by midnight on day 4. After blastocyst attachment, the implantation chamber is formed with the invagination of the luminal epithelia into the antimesometrial pole accompanying the initiation of decidualization on day 5. 6

Accumulating studies have shown that anomalies in epithelial functions in the peri‐implantation period compromise subsequent pregnancy outcomes. 1 , 2 After coitus, epithelial cells undergo proliferation influenced by E2. Increasing levels of P4 then suppress the epithelial proliferation and initiate stromal proliferation in the receptive phase. 7 , 8 Previous reports have suggested that the switching of epithelial‐stromal proliferation by ovarian hormones is critical to establish the receptive endometrium to the blastocysts. P4 and its receptor (Pgr) signaling result in pregnancy success as revealed by the analyses using mice missing P4‐responsive epithelial genes such as Hand2, Ihh 9 , 10 as well as epithelial Pgr. 11 , 12 Lpar3, a receptor for lysophosphatidic acid, is also a P4‐responsive gene expressed at the luminal epithelium in the receptive phase. 13 Lpar3 knockout (KO) females show deferred implantation and abnormal embryo spacing, causing shared placenta and reduced litter sizes. 14 Lpar3 regulates decidualization processes by upregulating epithelial Hb‐egf and Ptgs2 (the gene name of Cox‐2) which are also critical for the embryo attachment following decidualization. 15 , 16 , 17 While it is believed that the early pregnancy is governed by various signaling pathways, 2 the entire landscape of gene expression remains unclear.

In this study, we conducted RNA‐seq analyses combined with laser microdissection (LMD) to investigate gene expression during early pregnancy. We found that the levels of epithelial genes dynamically change over time. We also found that these genes are related to different transcription mechanisms at each time point.

2. MATERIALS AND METHODS

2.1. Mice

C57BL/6 wild‐type females (8–10 months old) (Japan SLC, Hamamatsu, Japan) were mated with wild‐type fertile males to induce pregnancy. Day 1 of pregnancy was defined as the day when we recognized vaginal plug. Females were kept separate from males after mating. To confirm pregnancy, oviducts (day 3 a.m.) or uterine horns (day 4 a.m. and p.m.) were flushed with saline to observe the presence of embryos. On the morning of day 5, females were injected with Chicago blue dye in saline to detect blastocyst implantation sites. 18 These female mice were sacrificed on days 3, 4, and 5 for the collection of the uteri. The tissues were stored at −80°C until LMD. All mice used in this study were housed in the University of Tokyo Animal Care Facility according to the institutional guidelines for the use of laboratory animals. The experimental procedures were approved by the institutional animal experiment committee.

2.2. Laser microdissection (LMD)

Laser microdissection was performed as previously described. 4 , 19 To isolate the luminal epithelium, frozen sections of pregnant uteri (20 µm) were mounted on film slides and dissected using the LMD7000 System (Leica Microsystems, Wetzlar, Germany). 4 , 19 For each day of pregnancy, tissues from 3 females were dissected. The extracted RNA was amplified using the Ovation PicoSL WTA System V2 (Tecan, Zürich, Switzerland).

2.3. RNA‐seq analysis

RNA purification, cDNA library construction, and sequencing were performed at Macrogen Japan (Tokyo, Japan). RNA collected by the LMD system was then treated with DNase I and magnetic beads with Oligo(dT) to isolate mRNA. cDNA synthesis was performed using the TruSeq RNA Sample Prep Kit v2 (Illumina, San Diego, CA, USA). To check the quality and quantity of the sample library, a 2100 Bioanalyzer (Agilent, Santa Clara, CA, USA) was used. Sequencing was performed on a HiSeq 2000 (Illumina). The reads per kilobase of exon per million mapped sequence reads were counted using the featureCounts function in Subread (version 2.0.0). 20 Genes with log2 fold change >|1| were defined as differentially expressed genes (DEGs). DEG heatmaps were created using Morpheus (https://software.broadinstitute.org/morpheus/). K‐means clustering and visualizations of the data were performed using trinityrnaseq (version 2.0.6). 21 Genes in each cluster were then subjected to comparative analysis and gene ontology (GO) analysis in Enrichr (https://amp.pharm.mssm.edu/Enrichr/).

2.4. Immunostaining

Immunostaining was performed as previously reported. 22 Briefly, 12‐µm frozen sections were fixed in 4% PFA‐PBS and then incubated with specific primary antibodies: anti‐Cox‐2 rabbit antibody (1:300; 1AA570‐598, Cayman Chemical), anti‐Ki67 rabbit antibody (1:300; SP6, Thermo Fisher Scientific), anti‐Pgr rabbit antibody (1:300; D8Q2J, Cell Signaling Technology), and anti‐cytokeratin 8 (CK8) rat antibody (1:500; TROMA‐I, DSHB). Sections were then incubated with Alexa‐conjugated antibodies for signal detection: anti‐rabbit IgG‐Alexa555 (1:500; A27039, Invitrogen) and anti‐rat IgG‐Alexa488 (1:500; A11006, Invitrogen). DAPI (2 µg/ml; D5888, TCI chemicals) was used to stain nuclei.

3. RESULTS

3.1. Gene expression kinetics in luminal epithelial cells dynamically change during the peri‐implantation period

To examine gene expression in luminal epithelial cells during early pregnancy, we prepared epithelial tissues using LMD and then performed RNA‐seq analyses (Figure 1A,B). Uterine tissues were collected on the morning of day 3 in (day 3 a.m.; prereceptive phase), on the morning of day 4 (day 4 a.m.; receptive phase), in the evening of day 4 (day 4 p.m.; just before blastocyst attachment), and on the morning of day 5 (day 5 a.m.; the initial stage of decidualization). In the tissues from day 5 a.m., we separately dissected the luminal epithelia at the mesometrial pole without contact to blastocysts and at the antimesometrial pole with contact to blastocysts to observe the influence of blastocysts on the luminal epithelium.

FIGURE 1.

FIGURE 1

RNA‐seq analyses on the uterine luminal epithelium in the peri‐implantation period. (A) The analysis scheme of this study. Females on day 3 a.m., day 4 a.m. and p.m., and day 5 a.m. were used. (B) Representative pictures of the uterine tissue before and after the epithelial dissection using LMD. (C) Heatmaps depict log2 fold enrichment of DEGs during the peri‐implantation period. Numbers shown on the left indicate different gene clusters

To observe distinctions in gene expression kinetics at each time point, we then performed k‐means clustering (Figures 1C and 2, Tables 1, 2, 3, 4, 5, 6, 7, 8, 9, 10). K‐means clustering is an algorithm that repetitively calculates means of clusters to reallocate each gene to its closest cluster depending on Euclidean distance. 23 We detected 6712 DEGs showing log2 fold changes >|1| in at least one time point compared to others (Figure 1C). Among 10 clusters defined by the analysis, genes in cluster 5 are highly expressed only at day 3 a.m. Clusters 6 and 9 are highly expressed from day 3 a.m. to day 4 p.m. but decrease by day 5. In contrast, genes in cluster 2 are increased in the whole luminal epithelium on day 5 a.m. We also found that cluster 4 and clusters 1/8 contain genes expressed only in blastocyst‐unattached or blastocyst‐attached epithelia on day 5 a.m., respectively. These results led us to ask which molecular and biological pathways are governed by these unique gene expression patterns on each day of pregnancy.

FIGURE 2.

FIGURE 2

K‐means clustering shows differential gene kinetics during the peri‐implantation period. Ten different clusters were revealed by k‐means clustering. The numbers of genes in each cluster are shown on the top of each graph

TABLE 1.

Gene list of cluster 1

D3AM D4AM D4AM D5AM_mesometrial D5AM_antimesometrial
Serpinb5 6.12710221 2.19590927 11.1117784 7.65586434 93.8596552
Dppa1 0 0 0.35974032 0 20.4137565
Ecm1 1.82002082 1.26730739 0.63596611 3.90934929 71.2726507
Cldn1 96.4996183 16.0675995 11.4211645 13.3372386 258.771866
Il11 0.10063532 0.21071857 0.03106223 0.46195828 278.43752
S100a3 0.45794726 0 0.16962074 0.6726943 216.295883
Trap1a 0 0 0 0 18.2055298
Spp1 95.457642 12.8165946 16.0249651 26.3600415 2329.77399
Pthlh 12.5506625 1.82873613 14.976434 0.1583857 799.172442
Ereg 0.14190165 0.34664631 0.68619298 0.72376442 179.388564
Hsd17b2 0 0 0.84916381 3.97572843 183.145989
Ptpla 0.90571791 1.47314855 4.19340153 10.5128505 110.321257
Krt17 11.6094934 0.10166369 2.03814301 1.22830151 403.257262
Aqp3 0.44386856 0.05808805 0.1027538 0.20375426 32.0421385
Ctsll3 0 0 0 0 33.347464
BC053393 0 0 0 0 107.865695
Amica1 0.74285082 0.20831819 0.5404677 0.90121332 58.9331234
Crisp1 0.36842762 0.0723229 0.5543819 0.12684278 19.781064
Chrna1 0.0301906 0 0 0.31875121 21.0602313
Uchl1 2.84270661 0.89284414 0.21058407 1.5137088 31.4820309
Hmox1 8.39972905 8.64240271 18.3530497 28.453347 363.646776
S100a8 0.6654254 1.56748811 3.23490975 0.91637438 127.31085
Plac1 0.24378202 0.57425733 0.4514765 0.05595308 32.184721
Adora2b 0.17682128 0.55536455 0.52394778 3.86361461 37.1809969
Sprr2d 6.6073518 0.75190325 1.77342091 0.35165811 534.161562
Arg1 4.15023617 1.17871144 1.144739 1.94566693 65.6667599
Nat8l 0 0.00784264 0 0.05501896 34.6728779
Ankrd37 9.73847134 3.34189389 1.8703313 4.50347999 119.082214
Clic4 25.0962309 7.63533331 12.8228936 37.5364744 319.266713
Dppa5a 0 0 0.85049271 0 156.690533
Slc16a3 1.72075859 0.95375295 1.00758798 1.51010343 126.233042
Crct1 0 0 0 0 131.991938
Tnfrsf23 0.23836134 0.04679069 0.03678647 0.56532549 23.733122
Sprr2f 2033.23409 189.431839 727.296951 93.6878695 8732.74127
Slc26a4 0.40188845 0 0 0.73793452 18.9164127
Obp2a 0.091461 0.64634152 2.20197691 0.92365739 168.132626
Trim15 0.06989463 0.13720421 1.19734423 1.47588985 119.413566
Degs2 3.1565815 0.97423436 0.38859949 1.22285811 65.0220552
Sprr2b 7.92989072 0 4.49215889 0.2569519 1527.57686
Fads3 0.51866134 0.61088402 0.55416013 8.27811145 115.08146
Krt16 0.08333762 0 0 0.03825546 19.9346264
Nppc 0.0625832 0 0 0 157.925788
Slpi 1.6377365 0.35071652 0 2.73378049 43.5478648
Sprr2e 4.23321632 1.18712392 0.9333073 1.38801683 355.221346
Prss56 0 0 0 0.02994987 195.775863
Cyp11a1 0 0 0 0 18.7054526
Fst 0.64179241 0.43820806 1.65367516 4.7393717 116.858096
Tmprss11d 0.06374554 0.05005338 1.71179324 1.72645053 458.312543
Guca2b 2.93452603 2.38954854 9.66159713 53.1843326 1176.48911
Lce3a 0 0 0 0 79.8615487
Areg 24.2572256 50.4786079 50.5642385 33.0557155 2104.46237
Pxdc1 1.81143582 0.38294047 2.06444383 2.0148488 32.605068
Slc7a11 20.2836836 4.42289752 1.42013017 0.60343457 64.0489176
Aldh1a3 22.9967105 0 0.28416462 0.1408701 56.2535947
2010109I03Rik 0.06911679 0 0 0 179.342431
Gjb6 1.09774 0.46592003 0 1.33467691 30.3844429
Stom 1.45892629 1.70924485 0.94351534 2.33866378 33.6815516
Gm1045 0 0 0 0 73.1191026
Cdkn1a 10.5896574 1.31423485 1.99693672 4.46216126 90.2253293
Krt20 0.47303816 0.02653089 0.03128756 0.06204124 47.9252149
Adm2 0.8112459 0.58799554 0 0.34375001 22.9032598
Upp1 1.27699131 0.70189089 0.74889991 0.54711299 43.4227926
Nrgn 0.30260645 0.27720981 1.35434221 3.56533182 67.777048
2210409E12Rik 2.24867895 15.4836226 2.24241313 0 55.1683295
Fabp3 1.7321855 0.32002882 0.18870307 0.28063965 169.428411
Tnfsf9 4.66555177 1.3321525 1.03096311 3.94264489 45.502208
Des 3.30761943 6.98136397 6.26610098 10.2801087 148.09111
Ptgs2 24.4327512 4.13837029 14.1602419 0.96773851 104.086226
Ak4 0.32845872 0.28766636 0.43282533 0.26675809 19.5282056
Egln3 2.26632553 0.26788661 0.74465785 1.52135497 62.1387021
Cryab 46.5011626 4.06180041 2.39501617 5.75962564 259.479125
Il1f6 42.9082578 1.15978735 0.13677233 3.39013549 50.4228051
Sox21 0 0 0.27035678 0.74107987 15.8547717
Krt6a 0 0 0.24068416 0 18.8617412
BC051665 0 0 0.35836785 0.04441379 116.610069
Pla2g7 12.5655945 1.47062853 2.20728394 28.6687206 457.436777
Ncmap 1.45521204 0.19044021 0 4.62035593 136.049117
Adm 2.17214896 1.55727276 8.78883518 7.3699238 100.920048
Btc 2.51686284 0.92581356 1.46973183 5.97448906 72.6080393
Tnfrsf12a 30.7474806 1.32654434 11.1383697 24.8164944 259.500147
Inhba 0.68239832 0.06697791 0.07898624 0.11746853 23.7192032
Tmem190 0 0.350117 0.20644438 0.61404916 23.7615016
Mrgprg 0 0 0 0 20.5471309
Phlda1 7.91355372 2.70049923 2.22617445 3.43339313 61.5958124
Sprr1a 15.6838241 0.12963193 5.27413134 0.90941457 139.176771

TABLE 2.

Gene list of cluster 2

D3AM D4AM D4AM D5AM_mesometrial D5AM_antimesometrial
Slc46a2 0.37987392 1.590822882 11.72523923 87.01464057 189.5473662
Il20ra 2.217447297 5.664878 1.735200633 55.36808901 29.98295515
Ece1 8.097298659 4.901438105 15.99901102 63.61165483 115.2137611
Tll1 0.17202759 0.072733823 1.053796359 34.60007505 28.11170198
Slc45a4 5.026791317 4.644238959 7.108579787 47.06563308 60.1277975
Glo1 31.71460713 22.10327996 32.97972975 152.9010902 194.7728222
Aig1 8.600023572 7.384346255 8.536396891 51.51983117 119.4880691
Epha2 1.144355691 0.39067608 1.428230755 6.821380256 12.77197295
Slc16a1 1.66491661 1.191612062 2.373923831 33.65477732 86.15511136
Cwh43 21.24848269 31.68910533 58.69340127 386.472422 271.1877867
Slc39a8 9.604958858 12.2106492 34.30557652 172.4708705 89.44522314
Cyp26c1 0.712009455 1.183921654 9.152765421 27.41628918 18.92947647
Sepn1 5.773458725 4.01313356 6.064790649 25.84220083 39.65194257
Me1 7.67518068 1.732110147 2.397167305 42.17832759 40.86218989
Wnt7b 9.866683717 1.333755453 5.593988143 288.4462882 259.594592
Trpm6 1.112075209 0.778807273 6.048703071 29.53478332 37.37261829
Gadd45a 15.71686962 8.534101921 118.3032573 213.9464654 106.1799408
Anxa8 0.069819796 0.986812642 2.941666684 16.89046081 8.476447335
Lrrc8b 1.331319251 0.144187572 0.977722342 5.521255089 34.13931868
Tacstd2 212.1597995 33.32363607 51.86125158 381.8565978 558.7161423
Bnip3 32.01166081 34.61268444 38.0329101 151.8906189 713.4211583
Atp6v0d2 1.198456939 2.434418207 7.527013342 883.3365751 546.1037946
Atp13a4 0 0.011429601 0.175224278 21.22170333 69.14778809
Gabrp 9.642582142 0.031222324 0.331380999 31.39513524 13.82910241
Dhx40 16.9158142 15.27613411 14.28549119 81.58947324 135.7093663
1810010H24Rik 2.076805399 1.16480008 2.582433263 80.89776367 8.321248041
Serpinb6c 0.196420752 0.308461515 3.228413949 6.942731994 34.94322641
Coch 6.684015886 32.53964318 249.3721957 86.60255899 943.6528509
Aspg 0.238695789 0.074970149 0.088411394 7.275538508 7.019941301
Gnl2 5.993925506 7.103278025 9.533118441 70.97755008 102.7136616
Depdc7 2.235612831 0.208269774 1.54383452 37.29251474 21.61957911
Gda 1.384409137 1.795989697 2.129136343 26.9010662 69.79556244
Klf7 3.758458154 2.644549547 4.565032325 25.63287535 45.76437283
Npnt 1.45538323 0.096378672 1.607451794 17.19304617 7.686157144
Dram1 3.554466868 10.25186736 37.13020271 230.9903298 155.8973221
Gpx3 9.801097702 3.847940484 1.791248643 284.470314 28.79842974
Entpd3 4.363818158 2.017331161 18.55981053 39.36976524 32.54736125
Ggt6 9.198355769 27.23230986 70.59276166 102.7841448 331.3270693
Fga 0 0 0.161745488 8.731011447 56.3167208
Snora20 0 0 0.989917738 22.57385629 2.57003792
Sphk1 1.675735924 2.007149407 8.10042442 31.73411926 23.05609076
Chst12 5.075265871 1.69152972 0.946685049 38.9522392 16.70716513
Cebpa 3.187687742 4.035831451 10.31967673 52.95039649 27.14852106
F3 48.14402452 27.56751474 29.99936208 174.6308668 242.233837
Lcn2 36.77235951 3.481673469 21.59134762 79.66261994 436.3771732
Hbegf 11.20268182 2.889018082 5.54270572 22.08250041 119.7850488
Gpc3 0.546306041 0.880502579 0.905242235 5.965861185 12.39616467
Rnf125 38.12977349 34.46907133 26.11854171 152.8160753 346.607053
Sftpd 71.06402065 6.487462094 105.7420274 630.1227964 415.3008133
Osmr 2.211937349 0.698966776 14.56233486 14.02946747 33.93761207
Glrx 8.206746158 5.556491379 6.325178978 52.60601234 281.1741561
Basp1 9.562037495 36.90596529 31.08768617 219.5656066 241.1730049
Igfbp3 5.207321646 8.009894187 46.43857341 725.8170415 1163.038281
Slc37a4 8.257019682 13.35986027 8.225100671 156.9249005 52.48300937
Nt5e 10.58323788 6.493545708 8.855339545 67.07758068 54.3156217
Tuba8 0.364311115 0 2.108414177 32.52702429 92.03439795
Pgap1 0.88148895 0.44529958 0.376728312 13.26541207 34.84981784
Phlda2 0.176965236 0.903202103 0.819334899 5.036536163 11.98304881
Ggh 30.98292942 13.39969849 27.18690368 2872.84704 524.0719506
Cybrd1 0.363121927 0.766889343 1.020329958 42.83311212 33.90512327
Cfh 37.36413185 5.783247075 10.94261645 143.2074471 101.1028777
Tmem154 1.073202551 0.199180117 0 7.91814734 13.63509446
Foxo1 10.97041031 11.27017927 26.87523246 101.5155312 73.16229525
Adamts9 0.583404777 0.330844906 4.021663814 21.79157302 8.051593283
Rnf186 5.196150561 1.713620465 6.591826724 125.6550073 232.0146955
Arc 0.085271905 0.033478007 0.532982842 11.4885807 15.3577759
Efna1 19.61910757 9.074629692 25.81623471 186.42768 501.8878151
Foxq1 0.232483742 0 0.064582868 2.945465741 23.36214862
Penk 0.738942658 1.378027789 2.138278401 34.64137443 59.5483125
Ttpa 1.901028617 0 0.237346801 209.2403174 24.27155148
Grhl1 1.200781819 0.493188893 0.461868135 11.19378562 31.7541654
Spaca7 0 0 0.238048549 31.70502824 7.553637512
Ces2b 0.550600017 0 0.095596278 22.21027141 6.783815131
H6pd 4.678618789 4.300366193 8.142224841 124.7803214 149.9134555
Eif4ebp1 39.55245186 14.35399406 16.25039272 158.2491057 288.5612029
Stx11 1.633013928 0.213708729 4.56163679 11.39425105 29.90189778
Kng1 0 0 0 16.61902869 10.07307161
Gmpr 6.965984854 2.932567842 8.393279357 193.9026172 162.9261812
Prss35 0 0 0.239338018 46.05916282 2.071242081
Guca2a 0.815146119 0.091436806 0.754812275 8.766648228 37.79332548
Prss22 2.413423555 2.93923752 15.96279737 18.94670935 115.5268279
Akap12 0.960377051 0.795077208 2.126572122 11.14592108 13.67711071
Tgfbi 14.14786842 11.414919 36.57372698 164.2954097 375.0319997
Fgf9 2.898997554 0.606191342 4.230887845 57.06362226 37.24557652
Cep120 4.75412405 3.710479096 10.68737275 38.41447837 39.89879466
C330005M16Rik 0 0 0 7.689983784 24.67485878
Il1a 0.660706074 0.02593952 1.254196689 23.08050269 172.1530483
Runx1 0.920344105 0.409970427 0.753890399 5.25658243 17.55861253
Neat1 7.77942409 8.235932166 22.7702891 58.92755493 116.1605367
Slc9a2 0.634754493 1.143418179 0.380323391 6.701714565 34.73855435
D16Ertd472e 0.571660915 0.806306383 1.186133576 9.165132239 10.47693759
Cda 5.481328663 1.645636464 17.31683045 204.1789348 319.1644001
Camk2n2 1.169944508 0.079882389 3.108743225 4.623330332 28.00379072
Cldn10 2.299997349 1.345626029 47.73169742 382.9430937 577.5422627
Pcolce2 2.236628151 0.63113937 0.809016372 28.33066829 13.30240241
Ascl2 0.889985837 0.254117179 1.423467319 11.9962426 7.715428146
Paox 27.33109383 7.782393462 10.95064441 134.8362863 76.5058515
Nceh1 9.928680086 7.283314111 8.589124664 60.59193639 53.47051431
8430408G22Rik 0.445637969 0.194398677 3.255378682 2162.586015 293.2685816
Trib3 3.720023245 2.396705367 1.089343898 19.26575487 64.64023376
Rassf4 1.665241757 0.734492378 3.083974492 27.91532898 17.80080751
Gjb2 90.49342608 8.243005267 16.30193567 804.9797471 5203.266985
Kng2 0.025857133 0 0 8.498566937 5.553129779
Car12 7.475828779 2.411412007 25.49624242 37.00778095 236.5788144
Agtr2 0.794710701 0.42789369 3.637396202 248.4221172 203.5165183
Il34 0.141918802 0.390024245 0.952755429 19.18569529 7.47753325
Mgat4a 0.600901591 1.016252568 2.396908842 12.41699842 18.80200976
Gm14137 0.786707699 0 0.137820305 10.81443274 6.47467438
Cyr61 8.90711933 0.833211134 20.21765424 31.3814545 301.845969
Fgg 0 0 0.475784494 36.36215254 156.8409374
Them5 43.89148089 69.37795087 40.49800154 183.5336973 872.8788314
Crim1 0.337208069 0.281860247 1.601536638 4.943377385 20.42354904
Atp6v0a4 0.397027029 0.264985813 3.143327832 11.0809236 9.95834277
Ddah1 0.400285257 0.560285314 3.255341973 6.646873178 36.21899271
Relt 0.763928205 0.363540018 0.471590204 8.267429674 34.37452327
Arid5a 2.139776442 1.644225989 19.87756208 39.33190106 26.65596971
Fhl2 1.96094012 0.753490765 1.931701281 12.6787597 24.90837561
Ehhadh 2.989771813 0.986666933 0.501536396 10.87999224 29.91347679
Pcsk6 1.684154848 0.035740771 0.379337951 29.07125582 24.8399128
Dio3os 0.713810519 0 0 27.85185825 11.93054872
Wdr72 0.012497449 0.058878434 2.81210246 8.616752468 11.7474079
Slc20a1 2.78896702 0.55362987 2.234331387 17.47760649 52.13187922
Tmem213 5.167718793 0.869512271 19.48270175 309.4025706 58.96216555
Adi1 74.90584517 79.26779564 153.9726915 1806.638016 942.3809929
Hal 0 0 0.19705034 27.72071261 12.2401395
Ttc39b 0.602709591 0.964030226 6.283786355 27.1955323 15.30634899
Ndrg1 25.99441742 13.53644402 63.47736174 205.9189413 336.7801997
Nfil3 11.88345547 27.06749796 116.3744709 294.8707515 355.4660044
Klf4 7.069598406 3.330654758 6.824058417 24.7228415 68.44625627
Tekt1 0.324667018 0 0.773065204 3.960092979 19.77308453
Rnf39 2.480389298 0.920691494 5.26176192 38.58827584 38.66905832
Ly6g6c 0.135857687 0 1.509624551 8.606282712 46.59621528
Ldlrad3 7.770193475 0.9633478 4.433807147 17.44311966 29.75410419
Thbd 2.262589551 0.688604243 6.48026031 16.87561668 61.42146389
A630023A22Rik 0 0.076768533 8.46476135 8.572061785 7.521310373
Fam126a 3.210350574 4.361504896 8.330069242 24.67097712 40.44005715
Slc5a3 2.80255497 2.988851603 6.103237899 37.99671812 29.85181587
Olfm1 3.690509851 1.777522979 2.289978899 397.0128732 357.4634354
Prss12 0 0.15712961 0.277951586 15.45545475 28.10315598
Esm1 0.713204403 0.024348365 0.516847207 35.13044427 21.19619323
Vtcn1 21.71235887 15.54495453 30.56097298 193.8347334 182.2433296
Efhd1 12.75331103 11.6593326 66.17257311 324.49096 247.0141044
Cebpd 18.40931767 30.17900113 160.90193 194.5503355 374.2418713
Pnp2 0.213284348 0 0.049374474 40.97384837 100.5838171
P2ry6 1.020527223 2.030021114 0.913492164 7.932669466 50.15841699
Steap4 0.373824972 0.554444838 1.365392906 8.294063649 32.15330243
Atg14 3.590327734 8.487116139 9.361334509 26.54325788 70.68609654
Chi3l1 0.115828933 0.060633051 0.50052679 53.09943729 91.08697252
Ctsc 21.15686691 11.24761491 13.41074237 181.5469121 81.62053679
Pnp 19.37946843 12.37894553 22.31842077 130.2437723 175.8380155
Ifitm6 21.09435429 6.436069471 41.41003389 662.1090022 790.2367797
Hnf1b 9.516481508 9.695437207 13.17410407 85.01030044 66.28935092
Nmb 4.279226417 9.788042717 19.81247627 547.2833554 216.1117145
Tead4 0.084800637 0.016646493 0.058893025 3.483970386 8.137617899
Maff 3.369270626 1.706820384 5.770120506 19.69050963 70.48947707
Gm2115 0.105010772 0 0.194476593 8.22687437 20.78516443
Hand2 2.042424281 1.809916918 2.755824684 10.42029056 53.35636368
Hey1 1.774467742 0.301886599 4.135207387 23.45918411 64.91298043
Tmem62 1.911298647 0.964776351 1.474859994 53.43577457 16.19141824
Ttc9 7.568643692 1.780375817 7.245014985 25.74225174 146.1007404
Nbl1 41.04413376 15.25676564 21.93325114 143.3545152 275.8789361
Lrat 0.073148278 0.019145489 9.527935098 21.93770683 80.71619934
Sdcbp2 12.40106605 3.406235908 7.771892121 52.29407786 277.5349818
Grina 18.10365864 29.91220366 34.74009008 133.9909302 231.9020256
Prap1 732.9500346 103.7263835 41.55108089 3077.230346 1885.888592
Cyp26a1 22.15220223 12.42020897 357.4275579 3333.480141 3024.358862
Xbp1 125.7508904 78.23116661 216.4668582 1419.369707 1556.676276
Fam69a 2.753063251 1.240640367 3.679848391 31.56131514 15.21297654
Ppap2a 7.59953934 2.033516473 4.953455558 20.15148624 71.07147614
Tbc1d1 9.051843503 3.893134124 3.557289074 93.95986441 27.01378591
Clcf1 12.11757556 5.758953864 14.09967184 79.338454 58.39033992
Arnt2 4.452684644 0.889028314 3.770281015 42.60850194 57.34359566
Nupr1 103.1303077 11.69690008 299.3204461 1428.458826 2222.861104
Afap1l1 1.341410011 2.27208238 8.961039062 17.50527294 28.65482772
Sdc1 24.19831673 4.741788306 7.390046885 76.91387646 124.7099127
Fosl2 12.22371598 8.130904543 19.93950626 60.72755546 78.3014822

TABLE 3.

Gene list of cluster 3

D3AM D4AM D4AM D5AM_mesometrial D5AM_antimesometrial
Kif27 0.42383214 1.72135628 0.78492357 0.02683541 0.02342333
Aph1a 8.19456379 9.82682591 6.96822032 5.13967739 6.06283803
0610009D07Rik 181.844783 130.993876 157.23903 93.077142 75.8107452
Pisd‐ps1 3.10531855 5.46827959 3.44634176 4.02486002 2.43355715
Nadsyn1 2.80080613 1.79050713 1.9967668 1.8204422 0.81435004
Ppp2r3c 9.14869632 8.16708209 10.4885814 4.77458473 2.53104917
Dpysl3 2.82920131 6.59853241 1.86757676 2.08309846 3.63647118
Ramp1 0.56105358 2.05021774 0.93914433 0.9509431 0.88190911
Gbp9 1.29238691 1.25439318 1.66212447 0.64269802 0.30206611
Ly86 9.02629203 10.3744549 9.44840241 9.24769116 3.09246622
Chic1 4.29986549 3.92976886 6.69856374 2.47536233 3.48100484
Cstad 0.79818469 3.13369716 0.59128501 0.65952036 0
Unc119b 20.9973406 32.5809194 23.8523165 20.97004 14.5741303
Mpst 4.84160376 6.35852272 2.53918453 1.41610548 1.44205807
Hint2 30.012825 27.6383605 25.2370399 26.4399593 11.2296017
Dlx6 16.6225875 10.2791704 10.9380827 6.93170337 3.07396692
Klrb1f 0 0.98931627 2.1212523 0.38557829 0.03059569
Stra13 89.2046697 58.1285055 71.3036502 46.9733123 26.2108846
Mt1 1191.85793 2489.84785 3063.03378 532.090022 1824.28594
Mpp7 20.2321874 23.0830196 17.4963071 18.0341558 5.79108764
Mrpl50 96.4686477 66.982352 91.9700891 55.0585731 30.2660766
Fundc2 45.5941896 27.4001984 25.8501794 28.3284545 9.91945843
Fbxl19 5.3737492 6.32174236 3.9312217 1.6854839 3.2488495
Pigx 88.5956792 80.1688362 68.6802927 42.2717022 30.2987568
Sipa1l3 5.68160967 7.0437045 4.25114032 4.41668768 4.28872787
Zfp560 8.25481869 6.10300104 6.98025891 5.18736582 1.78903316
Mrpl30 142.219994 101.816406 112.468121 90.2812215 50.518044
Ncaph 12.5146412 5.89214164 6.27609316 3.82242181 2.85146375
Lyrm5 39.0948699 42.6547349 52.4601508 29.6213454 15.8092433
Baiap2 8.25533023 8.89343253 6.92503672 4.89240689 2.47535231
Dclre1b 5.58131764 4.60937035 3.36567414 2.10828795 0.91401768
2310033P09Rik 16.5525239 17.7008689 15.4246892 12.8809304 6.99011657
Osbpl10 1.77660052 2.6805833 3.16117962 1.63106807 1.11661192
Gpr19 3.02768559 3.82002657 1.79717208 2.09069118 1.72117751
Ccdc32 11.4033275 12.4041118 8.52493864 7.23560063 7.23779485
Tjp2 22.6433253 20.159548 19.8220814 12.527985 20.8681223
Ocel1 2.28951452 4.55634255 3.5456073 3.00798596 1.92960272
Coa3 400.89749 317.925011 281.908718 183.611816 126.786151
Fech 20.7931102 18.4273059 13.9670193 19.6676706 7.11536984
Shroom2 10.5205408 17.983792 11.5467947 11.4243133 6.17828794
Clec2d 0.59088022 1.56060183 0.09948103 0.34521297 0.129137
Hlcs 1.78107656 3.86709771 2.97364488 1.52368808 1.1028882
Nnat 8.51524541 4.10483249 24.7528521 5.29427093 2.15939825
Zfp647 1.02159305 1.06954802 1.52407701 0.91185498 0.38658679
Elp3 13.8269361 15.5701071 14.9870682 13.0682256 6.94017253
Syk 2.83260184 1.45688386 0.90485842 0.72679566 0.29736782
Zc3h6 2.85201653 2.08318192 0.67558462 0.94992755 0.3507924
Tatdn3 1.82010298 1.79665304 1.87800183 1.43229169 0.70843416
Shfm1 1018.55081 503.807491 663.865851 422.868516 356.010446
Pigv 14.3239549 9.73253242 9.60903488 10.0563338 4.14008262
Plch2 2.94293441 2.19160139 0.57313826 0.45031005 0.16845163
Gm17495 1.88180236 0.45464694 0.87125945 0 0
Nsmf 28.0905066 28.4508781 26.0935445 19.2300389 12.9265591
Pspc1 8.70404446 6.23079273 8.84798895 4.18458341 4.07057936
Ech1 79.251113 71.1375139 64.9483462 45.612575 26.358321
Klre1 1.99992038 5.83272683 5.22498749 2.55741722 0.62960768
Fam3c 99.0674845 135.554815 117.925984 111.061854 49.758086
Zfp260 28.8328326 30.5629248 30.127491 16.9491448 13.0924851
Dqx1 1.67262408 2.25378119 0.80309349 1.09957188 0.91012004
Ccr2 3.92469349 5.56416787 6.64588128 3.77001203 0.62609914
Hcfc2 4.48227874 3.49805184 3.56843356 2.08264577 2.58439969
Neu2 3.174737 6.07943475 4.88959368 0.77328098 5.71119538
4930427A07Rik 7.055691 8.01264413 3.7436889 5.85314219 2.28967015
Glod4 45.9557606 46.0496487 53.6595837 47.3880207 22.0173033
Trmt2b 12.1353254 6.99524242 7.55227236 4.8547523 2.91595928
Cd59a 57.0241599 41.8303159 38.7759757 47.7170196 9.85607647
Hoxb3 13.1089341 8.97215983 8.63338093 10.8122819 4.12891338
Atp1b1 384.05431 629.656047 370.587272 166.953171 289.357761
Fbxo3 14.3986315 12.6505511 13.3963322 11.7098271 3.79854484
Gpr65 1.88315079 1.47866135 1.20938716 1.75677548 0.02433975
Mir5133 4.23452529 3.32497478 2.35266164 0.77752978 2.03600407
C3ar1 3.15515967 4.43082472 2.90758113 4.10830167 0.48622878
Anapc13 157.754749 137.675144 122.545993 96.1144958 41.8827993
Galnt1 83.7381026 91.1522762 76.8117189 33.8702077 49.8516916
Pgrmc2 40.0552014 51.4089532 71.9719906 42.7868922 27.9969179
Znrf1 20.6438694 24.4226005 25.5197172 15.5518262 12.3245206
Htatip2 8.20053353 6.91861641 7.43199779 3.56415489 2.79638463
Yeats2 4.58186708 4.51805396 2.89426929 4.10055906 2.41221016
Eci1 60.3701251 40.6914741 51.0864697 51.8578865 12.9326381
Cd37 0.42552489 1.50356119 0.93581946 0.87900185 0.17049735
Slc35d1 8.34024374 10.1241057 11.2504339 7.55356874 4.28102756
Emc9 3.40234902 5.40669811 3.0755084 4.16485515 2.20714644
Zmat1 2.9227049 1.59329222 1.89618842 0.9058233 0.41770147
Cd82 50.1724987 59.7099514 37.2136625 32.197669 21.4866884
Cntn4 0.23843397 2.58703705 2.46878936 0.84575908 0
Arhgef6 4.08197488 2.60001529 2.92078814 2.04414263 0.16012347
Taco1 8.73066001 9.72772725 18.2013072 5.91085464 2.65782032
Zfp870 4.27274476 2.53315865 3.06713749 2.14789664 1.12487687
Vps45 6.0841066 6.25920804 4.66799366 3.46542593 3.16410228
Tysnd1 9.67049989 9.36287297 6.57736681 6.94028657 3.17750824
Senp8 10.2060303 8.74832887 8.10495148 6.36423258 2.58342353
Zfp383 3.53437401 1.32897465 1.54419611 1.0054469 0.51858526
Ankra2 20.3724419 14.9977543 13.6560977 11.1126802 5.35156936
Golph3 212.813148 265.545388 272.589108 104.772137 122.808986
Tctex1d2 29.1437345 13.7952202 13.4933161 14.8014068 5.71436324
Nupr1l 1.66144432 3.34297623 5.57695694 2.19268349 1.24818721
Zfyve9 0.69118381 2.4540459 1.80876674 0.38625673 0.60204421
Tmem106c 20.8597637 19.1038612 13.8866992 20.9086555 4.15502563
Tmem132c 2.65285183 3.31483012 5.51531129 3.73527555 0.2350716
Il17re 38.5777709 28.1351542 20.7270644 29.8148367 6.30512534
Mllt4 22.5675019 23.2962603 29.4522986 23.4354194 13.1723001
Tssk6 1.85033168 2.19897105 3.24152511 1.5610222 1.44269
Lamtor4 67.3680624 70.2384808 68.1654871 62.0543234 20.2594399
Rasip1 3.93090768 3.31400405 4.29131852 1.57652056 3.18319417
Efcab4a 9.4319219 14.7209464 9.52128348 6.99131546 4.02695133
Atp5l 233.897678 174.474973 226.826239 112.153744 84.5490707
Fkbp7 9.73092027 6.78546634 10.8262607 5.60029242 3.49158827
Uqcr11 278.196657 186.49753 228.659645 193.06635 100.559611
Lsp1 5.33004216 3.57607034 5.32944968 3.99744587 1.74458829
Sox9 7.1566133 3.32224807 8.31640732 0.92418397 6.40298561
Tle6 2.36250786 2.23623117 0.53941919 0 0.31121055
Mrpl19 18.4418658 19.3041386 16.0744822 8.50151058 7.61913442
Rab3gap2 2.26766465 3.7003905 4.78724672 2.46744424 3.14083054
Fancg 4.37614198 2.98552741 3.36579291 2.83212441 0.65154121
Gpr34 3.50452705 1.96940814 2.95880049 1.86107364 0.60572373
Mmab 2.75081114 2.21138095 1.23317171 1.04225953 0.68230334
Plk2 27.891326 49.5958983 63.4893867 6.34820723 30.3358064
Impa1 27.654169 29.7266295 26.0019915 27.4604624 12.597237
Rps6ka6 1.16395459 2.37388092 1.56771395 0.58287698 0.31494979
Syne4 12.8111591 10.2106685 12.6656831 9.46243401 3.24196807
2310061J03Rik 2.22202794 3.2619234 4.02566547 3.10435963 1.43224089
Etfb 107.700279 76.8635596 82.2277797 66.6912404 26.648981
Kdelc2 8.69727802 5.69096259 4.80561054 5.35607916 1.76390363
Gkap1 18.2575547 19.227028 24.7029472 12.6602131 4.81952653
Zdhhc1 6.34972634 5.75864911 4.58620117 4.92599561 1.55194922
Gm15408 2.36445575 1.55953132 2.27702615 0.91172273 0
Tha1 1.84293905 2.17063027 2.55979815 1.56182068 0.3124086
Ccdc25 33.0597205 20.6703843 35.7646122 19.5174987 19.0539019
Dlx5 85.1091396 66.6825346 69.2322838 50.3315043 31.5179994
Rasgrp1 1.865016 3.47047906 0.92263048 0.64502225 0.3992243
Cml1 1.48354981 0.91165481 1.97102315 0.76983908 0.82702176
Nav1 8.35641295 10.2192645 9.84265275 4.1079297 4.36740707
Zfp111 3.69295242 2.23939428 1.97220365 2.57639843 0.9302908
Ilf3 14.3061619 15.4178161 8.91522921 12.7234203 6.29175638
Smchd1 9.32652995 4.51890868 8.82470651 6.42190172 3.91485912
Klk8 2.41707473 2.67255537 2.10114158 1.76620417 0.03952908
Rxfp1 1.26012927 1.23682637 1.64421119 1.49871682 0.22950126
Tmem219 30.5334394 31.5689448 32.9430781 20.3582664 8.91255029
Lrrc61 2.08408492 3.81835076 1.7638225 2.34541456 1.47254635
Ube2e3 101.482779 64.3800671 62.0329153 41.0413459 30.0166179
Ndufb2 63.6351432 45.915344 59.3232681 45.264195 27.2198082
Gm5141 26.8881379 47.9252677 46.3522415 23.1518442 14.6461071
Lenep 11.4218079 21.5396644 28.6557475 16.8495824 8.2141182
BC029722 6.84957315 7.9569756 10.4696264 6.03005107 3.79712317
Hgsnat 19.7168602 22.5728429 19.880386 15.2859045 6.63214961
Tmem175 8.3061528 6.75261844 6.11813102 7.10580686 2.01701271
Ror2 6.32405553 7.14542942 12.7462506 5.17262945 5.51533159
Cd2 0.6840387 0.85042624 1.74187448 0.47100362 0.22839789
Psmg4 36.8849852 24.3245567 38.3963657 23.3503258 7.82412653
Rab11fip2 3.93629771 2.5770742 1.78771328 2.47159835 1.4181706
Mycbp2 12.984117 8.0472553 14.6909173 8.83917573 4.11664972
Slc9a3r2 35.971889 59.1904437 68.3845875 32.0437349 18.3607214
Zfp943 12.2122842 11.5556859 11.5513334 7.16072503 5.14164255
C1s 9.87460089 5.6779653 7.32306985 7.5815014 1.75066793
Smarcd2 37.5722979 24.0941881 17.6166713 20.1791877 10.3276289
Kazn 4.04523608 2.77233511 3.40081384 2.12569935 0.87439326
Tdrd3 9.16724028 7.9071464 8.28215587 5.43206949 2.92825518
Dusp19 26.1649089 15.2598842 16.8813791 9.41220256 5.82225724
Yod1 3.33982 3.30481815 2.79282514 2.26838776 1.44742315
Slc22a23 4.14158387 7.71632444 9.66005152 2.74878108 5.97729451
2010320M18Rik 88.3202614 95.6048519 100.506547 54.164081 29.2501363
Dhrs7b 20.7341845 16.2806066 14.6191202 12.1480427 6.14404767
Ccdc90a 24.6564859 28.0355828 20.9739389 17.6750582 10.7610013
Ticam1 5.66857796 6.80315687 4.75825124 3.68104026 3.82236382
H2‐DMb1 4.87564034 4.54620383 4.09150579 3.03079169 2.23844165
Abcd1 2.91448892 4.426391 2.41468908 2.20044813 1.29068649
Csad 19.9233948 26.9926297 20.6615281 11.2602789 6.76001291
Akap17b 2.22565493 2.43831484 1.49171417 0.91463685 1.05313218
Cytip 4.15035164 2.0267562 1.46355929 1.07525522 0.17312839
Mras 4.9329279 3.33998334 4.29823657 1.94517432 1.56824156
Cyp27a1 1.51815574 1.49008129 1.15019013 1.55217981 0.38709213
Bmi1 38.3939719 33.2245838 39.0973437 22.1554882 20.1963219
Pqlc3 8.91179271 8.01946411 3.58904232 1.6623283 2.99261682
Mettl10 57.9457631 44.1205938 58.9272202 31.5747839 22.8535313
Fbf1 2.852177 1.8297572 2.12409485 2.30654143 1.20601569
L3mbtl3 2.38975702 3.75290322 2.93870039 1.40415814 0.62813103
Fahd2a 5.69139542 4.21832444 4.82685827 2.93000617 2.0459682
Kctd21 4.12371262 6.78594583 3.04666912 4.5914271 3.84943789
Sec1 0.60723436 0.29022857 1.51573639 0.29086539 0.19041172
Pus10 18.7183349 15.0470305 15.7346952 10.7814634 5.58933577
Abtb2 3.00448767 5.52713227 2.95433326 0.73556569 2.30446358
Jak3 1.64426047 1.27854844 2.11384392 1.17248064 1.18970421
Prorsd1 29.7865424 22.7148277 27.2697217 13.1949872 11.1489082
Hist1h2bf 4.62130083 2.82230142 1.9018892 1.25710851 1.23442766
Gstm3 1.30206369 2.08737601 1.30616434 0 0
Pogz 5.56518607 3.80013282 3.54089947 2.90728968 1.49795535
Micall1 4.59813526 7.31275898 5.65601789 4.42718067 4.91816339
Cstf3 10.3283254 11.8786806 21.0242124 8.88241627 8.99150132
Myrip 1.1503112 4.25809033 1.78796356 0.99322 2.23866386
9530059O14Rik 0.67211646 4.72400514 1.3358166 0.49665741 1.3399343
Gsdmc 1.34146633 1.52624997 3.39697212 0.10053702 0
Nme3 26.4640236 25.8859878 26.5125198 23.2182022 8.9749616
Rabl5 20.0431099 10.9041654 13.4557095 12.8151587 6.71143821
Ino80e 8.90608776 4.88109954 8.08085003 4.4449617 5.02935927
BC026585 3.84490955 2.82042469 3.74771029 1.7649745 0.60811603
Snx19 6.20223071 6.05288225 3.01870421 4.33275346 2.31060679
Ankrd46 48.5143416 38.0524593 57.1709427 38.9395064 24.864426
Tpmt 4.15529366 3.03644289 3.49187557 0.8159051 1.21260353
Zfp93 6.50259013 4.74116773 3.6643878 3.75252262 1.57814484
Rbl2 6.47047247 6.25391839 5.12679369 6.46711346 1.35775258
Btbd19 21.846801 22.7134841 19.9254051 18.1304025 7.82139238
Cpne1 20.7491739 28.1625363 21.1004341 16.2770999 19.4480805
B9d2 7.40896767 3.91181165 2.89800599 3.69421836 1.17719987
Rab12 27.8366317 27.9969493 24.7247961 27.3137313 12.5053868
Stat2 6.2777753 12.9934324 13.7013717 9.27886411 3.84140928
Zfp868 27.5513659 31.7104701 28.6716666 18.2110772 12.6307512
Esrra 10.7328784 21.6055141 16.3486548 5.76800858 5.22108209
Ubr7 18.8987373 10.092686 12.7762497 10.5283806 7.09748384
Pradc1 14.1895806 9.83792305 6.4764757 5.08154105 4.55639696
Pawr 78.6250349 88.0114275 65.6042529 41.1686704 35.3338036
Atxn7l2 1.73262543 1.70058491 0.62169859 1.23278883 0.79835342
2210039B01Rik 1.63186134 1.23206476 0.40682856 0.80671521 0.1005918
C030006K11Rik 3.79595777 4.86457869 4.50980646 4.40557509 1.86531216
C8g 2.90181466 2.89993755 1.70993072 1.01720522 0.67647169
Wibg 14.2144863 11.1613003 18.184344 10.2393006 11.5309839
Amacr 13.4222118 20.1835653 27.202555 11.7647049 6.53471648
Zfp358 27.5983438 36.6296121 23.7733771 21.174559 13.5153053
Zdhhc4 25.2901203 25.9446843 24.9435736 17.0802381 10.1331287
Mcts2 47.1656874 42.1230389 48.9915892 25.3787675 15.5786324
Zfp867 4.45320154 5.47763283 4.91999561 3.79011584 2.22078794
Krt36 3.09412821 2.27576051 0.68907787 0 0.75326036
Fbxl21 2.62174223 3.1530575 9.74149583 3.01634071 2.31368808
Zkscan7 1.17076642 1.1950807 2.22242753 1.47793474 0.28145837
Bbs10 3.00831259 4.46389639 2.9391891 2.2616994 0.89215386
Cndp2 63.0178297 61.8399916 40.2762825 52.7764921 21.1220945
Tmem44 1.93743761 0.71234899 0.64072723 0.59291 0.13554157
Arhgap39 1.9761118 4.07448947 2.40908038 1.61845527 0.53544791
Galk2 18.1143582 16.6008602 13.1552997 14.8961746 5.64048534
Slc46a1 12.8837685 12.0099975 9.32999976 8.18887743 5.10926316
Zbtb24 6.56493519 6.25814044 6.50562329 4.31417793 3.11957152
Iah1 65.0708436 53.3058807 59.341613 39.7623354 16.3657202
Leprel1 3.91618242 3.43945567 1.36994399 0.74570916 0.55790859
Herc6 2.50766679 1.79444083 3.44305353 1.56507509 0.27717527
Mybpc1 0.4750412 2.49527622 0.54605862 0.07519441 0
Gulo 19.5491113 21.3182996 11.6504358 13.4277504 7.98281388
C130036L24Rik 1.49379068 0.80891961 1.52631866 0.80393877 0.66044155
Ctsf 3.36789485 3.4222829 5.22826933 4.48644523 0.60856763
Eed 33.1756557 18.2944632 28.5509575 17.0890477 17.1485572
Trem2 5.40585559 3.52981179 3.84651282 2.82108971 0.5471983
Fes 3.39988533 1.81681822 1.72715915 1.49566101 1.53253166
Ctso 24.154576 18.9811476 14.8820214 20.0606285 7.65776527
Plekha1 34.0294664 53.9645108 58.4576083 47.3586106 24.0280359
Athl1 4.69085767 4.59550631 5.03377329 4.97070212 2.12542856
Capn1 18.9442921 27.8408026 15.0820529 12.6831651 10.3335767
2610507I01Rik 6.73442577 11.1398673 9.97755297 6.51251446 2.24859887
Prkd2 2.89868303 2.75308265 2.04122777 2.78871806 1.25184173
Hyal3 1.28285291 0.67153589 1.61686564 1.14505068 0.51400758
Shmt1 11.7159985 5.8519556 14.3578819 10.1764151 2.65715785
Aff1 6.58564379 7.09969779 5.36613247 3.24858457 2.55259377
Nudt13 3.20501368 2.15128372 2.91992382 2.46787889 0.14498695
Tsga10 0.86309589 1.56625871 1.52738484 0.65152422 0.33813636
Zfp442 2.47549798 2.49914048 3.25284249 1.73159198 0.90685358
Igfbp6 9.76404661 6.95175098 5.15310165 1.11472073 3.60815512
Ptbp3 97.1312449 67.7277428 73.5243474 42.0626792 67.5424917
1810011H11Rik 1.59376838 1.46000929 2.58265707 0.73160643 0.31929188
2610008E11Rik 5.07321964 4.23779003 3.18416907 3.70912407 1.03798174
Znrd1as 12.4816642 13.1025106 9.7654321 6.31175912 3.36972219
Acaa1a 37.9845109 51.9036506 38.5048719 24.6562742 12.6036141
Ston2 2.51067641 2.9596845 3.79541823 1.05268229 1.66340874
Ndrg3 6.7083214 6.94687984 6.34683747 6.11417191 3.23322201
Thtpa 11.9673442 12.2465415 6.0831648 7.52853682 4.85944472
C1qtnf9 7.43612014 21.2836825 58.7666772 14.2202556 4.06416226
Snx5 180.850434 171.379099 154.92666 96.3857962 62.768762
Myl6b 2.03389285 3.39367796 2.35419033 1.22540512 1.83359431
Rpa1 19.3787474 12.3313102 12.4036119 10.8713983 5.19882429
Slco5a1 2.43653123 1.60634841 1.60345505 1.17474508 0.9209982
Zfp958 17.2351098 10.4968369 9.74446343 6.77053565 3.43070853
Mks1 1.43382996 1.60217389 1.8128261 1.18980138 0.81755822
Ptprg 7.2733386 5.1316047 5.92679584 3.47883236 3.41748858
Slc12a7 4.19490401 5.16038678 4.37879402 2.43913971 1.17146303
Zfp825 21.9258392 23.1772139 26.3720384 17.7921076 11.5623832
Rundc3a 1.4129913 1.3448355 1.5066509 1.41517567 0.90927255
Tma7 483.098843 341.230104 449.427315 268.991126 335.120303
Sdk1 0.22214719 0.88418629 1.69529082 0.60481642 0.17801782
Cenpj 2.07756701 1.60784593 1.24562191 0.80960756 0.64678011
Synj2bp 13.0323034 12.0698695 13.6182711 10.2143693 6.3726131
Ppfibp2 5.53996179 7.99666271 1.67168906 3.9854152 3.42345851
Xrcc4 24.1540389 26.8766287 28.2993613 23.4912503 13.1065842
Zfp606 6.80134371 6.92665122 5.52714344 4.41754075 2.58684078
Sumo1 653.566044 539.270954 447.296163 253.966183 217.502767
Lekr1 2.95862202 2.28720318 2.37246889 1.90418424 1.45431129
Zc2hc1c 2.42979745 3.06176615 2.3038447 1.64301306 0.27982564
Shroom3 7.07238647 6.23313662 9.69239688 2.02268131 7.57035577
Diap3 4.45130987 3.07285922 1.06480913 0.68111255 0.44588257
Lair1 3.00805629 1.39967048 1.27234871 1.84109841 0.25295457
Pex11c 12.9149261 17.5532683 12.9779446 11.0594289 8.30735466
Trim61 2.92560294 2.45800513 2.16724924 1.39669324 1.38321616
Mcu 10.7399475 27.8844054 16.1895669 8.04656686 8.71563811
Mir10a 0 0 2.19581753 0 0
Fam174a 45.2179774 37.2065782 37.97347 32.3359393 14.7074801
Cd3g 1.14741976 1.50160151 0.47221882 0.70228496 0.10216508
Ido1 1.42585045 1.18544438 3.14545566 1.27054866 0.30245462
Gpt 2.86931434 2.19448335 1.7252852 1.53950896 0.89584179
Marveld3 14.3038433 7.95628597 10.4001592 9.82574446 5.20128631
Dnase2a 2.65927158 2.36856389 1.80089113 1.63976913 1.27224438
Usp53 10.5274476 14.899598 7.16075024 7.18914801 8.05863327
Naca 37.556519 38.5235718 42.7691186 28.8198917 20.3858984
Mtrf1 4.7280226 3.95996996 3.43759833 2.41151152 1.45939139
Fli1 1.90121544 2.81981988 2.71898688 2.50184751 0.98183718
Dym 5.75319641 5.53283338 3.47012038 3.58588803 2.2628676
Gm609 3.1345864 1.35129983 0.76832918 0.11285541 0
Phkb 11.7231324 10.82428 10.9339062 7.84518619 2.96544264
Tshz2 2.93344193 1.63237858 1.40540052 1.22947941 0.60300975
Gpx1 632.497333 1084.24665 1640.89124 1063.70381 283.847228
Sdccag8 2.41524776 2.63941297 1.91368977 1.73734412 0.93780052
Aldoc 6.13035859 1.11314373 28.3830703 1.33669338 2.82472636
Bcar1 13.503732 21.1127279 46.4443198 13.0000892 16.8932248
Rbm12 9.94165416 9.11638606 13.132768 8.04221097 5.73829007
6720468P15Rik 2.37465536 0.11474423 3.01079182 0.1006215 0.55624163
Gatc 22.8993215 15.2720563 11.4857197 17.6206537 7.82244143
Nenf 84.6364481 44.5900341 60.4767525 61.8715184 23.5873237
Lsm14b 4.91532467 7.92115538 6.12428587 3.56761591 5.23811728
Ikzf3 2.22782736 2.38654973 2.13660869 0.83274236 0.15302324
Hps3 5.96172725 3.81594159 4.27770562 2.5680717 1.8566334
Dynlt3 137.026328 144.100669 169.487435 96.0753061 67.111851
8430419L09Rik 27.9190935 45.6571411 37.2295149 26.1583628 10.2553204
Slc2a4 1.34028278 1.56045237 0.92011135 0.19093839 0.35183959
Sytl4 0.96311572 1.97998498 1.63772373 0.88422089 0.51920655
2610002M06Rik 11.1644735 10.3355996 7.30905364 5.66820671 4.4107031
Tmem241 1.98078899 1.57552651 0.52405113 1.01554284 0.53597372
4933432I03Rik 39.6432985 30.8385926 16.1064561 3.04709596 19.2579247
Aes 364.362191 289.399618 215.781019 146.114119 126.876198
Slc5a5 4.7216114 13.6230848 2.06232862 0.69520934 2.89129266
Osbpl8 3.89337129 6.04976185 4.69435822 2.61176948 2.75462165
Chst2 2.74762486 3.15004339 3.99535367 2.98293905 1.30601735
Rabgap1l 26.5822337 28.0710706 39.9066522 14.3160038 19.6054883
Engase 1.39668076 2.14114133 4.0492734 0.27477212 0.2131869
Tnfaip3 2.75322476 2.73016971 1.81352068 1.0162881 2.08119937
Serhl 2.28980329 4.42000304 2.73874827 1.44528395 0.30582261
Zfp764 3.19818095 3.89955375 2.38361771 3.07942714 2.25032028
Znhit3 53.3369261 31.2540864 44.5362279 26.4328485 32.3751572
Wdr13 11.8622728 22.9350209 24.0370174 12.1069083 6.34545783
H2‐T10 2.61116879 1.66145443 1.41738998 1.09530515 1.62346199
Gt(ROSA)26Sor 78.7906822 70.1669178 94.1162438 55.0548282 63.7579835
Rfx3 2.06644472 0.72906684 1.02785699 0.78194141 0.40839235
Sesn2 9.99666954 16.373904 5.04913974 2.72852916 6.14098703
Tap1 15.4518546 10.2409223 12.2202828 8.30059161 2.74572978
Sertad4 5.0428328 3.76393793 3.00060628 4.03122098 0.50705541
Tgfbrap1 14.9428736 26.1663147 16.5846077 21.3836132 3.83107976
Zfp689 1.11657684 0.82017881 2.05118829 0.89283867 0.40408955
1810034E14Rik 2.93126906 3.89291442 2.78132825 0.79737793 1.01498908
Lamtor2 86.3398201 77.4794822 82.487366 80.9447986 38.4380452
Rpl31 91.0777787 90.2721364 116.191693 79.5078493 47.4195584
Chchd2 588.051785 376.888448 452.688294 257.900646 218.160446
Podxl 7.58559991 11.3553191 2.97959668 2.31391694 5.89244279
Kank1 5.96668878 2.80158318 3.89544524 2.44569764 1.46823115
0610009B22Rik 328.683321 225.171474 295.012919 168.162575 88.936243
Vwa5a 19.1226966 22.0363363 33.0904472 21.1567779 8.46024912
Zfp523 12.4556251 14.5570632 9.66337839 9.36017409 4.23917268
Gm9992 1.02341007 3.85722121 10.3863685 3.15697589 0.42645743
2310014F07Rik 1.92313294 2.01340742 0.64756013 0.10700589 0
Ntm 3.31829394 1.24612993 1.26915338 0.72850412 0.2890345
Slc39a11 14.1981687 15.2941564 11.9360541 10.7643355 6.46071166
Ptpn21 2.20478699 1.56166034 0.82084848 1.3668426 1.06554901
2210408F21Rik 2.00458604 2.45939537 1.74020121 1.09272436 0.55219195
Mmaa 6.07847264 5.72742401 4.09929706 4.08538157 2.2976362
9430083A17Rik 2.9443405 5.41159105 3.69580325 3.38394481 0.61170914
Trib1 10.5446622 8.34332468 6.67444536 3.40541047 8.20335336
Cep57 28.0527247 16.0295829 25.8489353 13.6460168 7.38919801
Dnajc15 74.5707746 36.7440499 43.0522557 26.4240135 19.6771833
Ift81 7.42750091 6.33548583 6.81633865 6.75818339 2.79887293
Tmtc2 3.69057693 3.52979603 3.77938445 2.78660531 1.38198442
Map2k6 13.0170621 15.257188 10.0641637 12.4728735 7.46896518
Aldh18a1 14.5695524 11.4981719 21.3324887 8.5552525 5.71912984
Tmem251 59.4752256 47.0402531 73.6145549 41.8840127 34.6070002
Commd6 217.248086 163.152522 177.497342 114.676312 71.1298381
Scoc 30.5185647 22.225086 29.5189437 22.7923314 8.84473606
Sepsecs 1.4228005 1.4895887 1.66254756 0.93303573 1.08586884
1700040L02Rik 3.84527733 3.76382847 5.02395246 4.40076829 0.42211178
Slc25a13 38.6424169 13.7278219 23.519583 9.31989728 9.90916179
Dync2li1 4.81593487 3.16411315 5.3695764 4.46654822 0.70884241
Zfp799 2.68898343 3.24553264 2.80297867 2.49692585 1.24363836
A930005H10Rik 5.75533772 6.48713228 5.97403025 4.30380717 1.45056233
Dennd6a 20.4964747 23.3159647 18.7347993 14.859967 8.5059059
Naa20 153.458908 109.093784 163.32798 85.1050126 78.0294505
Dse 23.6614249 23.9601224 32.7579595 16.8910753 12.838632
Mrpl41 61.2284745 46.0693575 65.1948465 39.1142724 21.0064979
Hist1h2bj 4.10782296 1.88153428 1.74339843 0.78569282 0.54863452
Traf5 1.66144432 0.83865606 0.71429005 0.49028948 0.28529993
Fam58b 37.0278793 33.3833987 26.0484236 30.277289 14.1317091
Otud7b 9.40220385 11.2320201 9.41442196 5.8606031 7.06355935
Dennd5b 1.33964825 1.60388695 0.83518332 0.57233403 0.70151345
D630032N06Rik 0.71325285 0.88007926 2.7361945 0.74837241 0.65321797
Ddx26b 2.38036367 1.89596907 1.71259928 1.69798782 0.411692
Ms4a6b 4.02016343 3.03524668 3.90157857 1.66797882 0.68148407
Camkk2 4.66845804 5.32050371 2.24791711 2.4246715 1.47505142
2310008H09Rik 43.7959476 49.6991303 25.9530607 34.4368658 16.7052465
Camkmt 3.67070664 3.62951381 2.09815782 1.9970466 1.12576829
Mamdc2 2.67645341 3.69691773 2.56880391 1.45280204 0.21917439
Apc 5.54212929 5.77075026 6.61620335 4.23690959 3.33718877
Terf2ip 8.62483029 8.2376966 10.7213125 8.13457312 5.35787566
Galnt7 16.3786158 11.7511357 16.2477389 11.2777058 6.19278943
Zfp952 5.70168695 5.20897976 6.54438303 3.16465992 2.04999257
Actr8 9.19297274 12.8434009 12.9823441 11.5449058 6.0609758
Smyd4 2.54023357 2.32946768 1.87147087 0.88519455 0.43089727
Ehbp1 1.12389402 1.72440253 0.8612755 1.19787026 0.66253487
2010003O02Rik 51.1660949 53.7254539 56.4831832 38.8693116 14.4712904
Nbeal2 2.02235502 2.21617142 1.22786684 1.2581974 0.76578547
Svip 8.80912159 7.36016827 3.00524949 2.720513 1.63153051
Oma1 21.7372298 15.2845491 14.5946554 10.5237364 6.3571481
Eml2 1.66413914 8.10592034 6.9474071 3.78070491 4.54314229
Bcl7c 22.9761393 21.2247094 18.2093573 9.05802046 7.310626
Igbp1 73.4168494 93.4703416 96.345472 71.8595273 43.4445892
Fam167b 1.45068377 0.92211695 2.87852139 0.95132086 1.1071491
Hdac6 8.37581334 9.3458924 6.83741105 5.27582674 2.30881485
Adamts6 1.66342551 2.15564831 0.42577549 0.43455884 0.04334918
Nsmce4a 39.8541127 30.6514016 33.2433002 27.0352793 13.0006308
Atxn7l1 3.52124831 3.92592627 5.6743251 3.06486317 3.92114014
Med24 8.6438955 10.1658422 16.7873792 5.40759419 3.17222569
Acvr2a 9.60784794 8.03987212 6.67519252 4.8477565 3.45868625
Smndc1 46.6148501 37.3010535 56.7476749 31.4985545 42.002684
Mastl 10.8218883 8.56345395 8.85265644 10.630363 2.10063217
Rfng 19.5819804 37.9803799 38.3749697 8.87588052 21.7862689
Polr3k 123.279339 70.3296479 85.2335779 61.5094995 32.3098023
Palm 1.89411546 1.79631417 2.3005972 1.44536656 0.47309638
Ms4a6d 6.70667267 4.59384917 4.97702624 2.18343519 1.33407026
Coq10a 7.12724489 5.71890356 7.10553239 6.7583372 2.20952868
Tmem69 10.3678195 9.07611836 9.47510304 8.25104658 2.95019158
Fbxo7 16.043597 22.018526 26.1262701 11.7136551 5.90182091
Zfp688 18.8703117 20.0584994 14.5613392 15.7924257 8.69242812
Pycr2 38.5397415 34.9369801 152.000971 45.7915926 39.7404905
1700009P17Rik 2.01815674 1.23802252 0.99278984 1.27382538 0.05053911
Polb 20.0365175 15.3154788 23.4748463 11.2225365 9.62524932
Emc2 35.093841 34.7122025 32.9328537 24.3807108 14.6488721
Cyp39a1 22.4705855 20.7132968 16.2186981 13.7271061 7.00075074
Marf1 9.01122252 13.9732868 9.34742414 5.05789879 3.94370361
Orc6 70.2188749 33.496608 56.8071536 24.4329566 20.4416942
Mccc1 5.68579453 10.3370812 9.49716854 8.8740605 2.38330366
5830454E08Rik 2.89634691 2.6188092 4.63249526 2.33677522 0.8439963
Hsd17b10 83.0357408 59.7480813 51.6354567 68.2817944 27.3620173
Ptprc 1.5652647 3.17204706 2.66435678 2.64162517 0.60871707
Taok2 9.74765086 9.9448817 5.81569481 8.27079793 4.23585855
Mir199a‐1 0.93159557 2.9259778 0 0.85528275 0
Tmem194b 5.05323346 2.76088507 3.14912841 3.19282042 1.35493651
Usp54 4.36752655 4.91942688 2.43585301 3.26311111 1.24709821
Tead3 3.32247369 4.62086238 4.66510684 2.47214596 1.70537093
Med9 24.3705152 21.5151139 20.7028498 11.1870871 7.38853915
Idnk 28.6137327 16.8422845 16.3451077 21.6339556 10.5829093
Pmch 0.61026982 2.25902698 0.32291434 0.32015932 0.27945154
Terf1 30.8287963 19.5348885 19.7831999 14.188371 11.3283117
Pcyt1a 8.4622023 7.66984747 4.32483891 4.41473443 4.54762454
Amt 1.62414019 1.66173456 0.91147143 1.35554248 0.23663745
Ammecr1l 67.1121236 75.4629517 62.2011565 38.5971707 23.1951564
Bbip1 55.1410894 40.1708964 55.1561149 31.7983616 26.3581011
Thbs1 15.7690452 34.5247226 14.6643295 1.75419938 17.6713362
Zmym3 3.51330537 4.73881713 3.20336791 3.41349835 1.68405228
Gjd3 0 0.97882173 1.94790265 0.21458707 0.12486843
Zfp472 18.1097075 10.385531 15.6065593 8.37715971 6.28341463
Col15a1 1.60607846 2.16601572 2.70194129 1.98102717 0.72702583
Cyhr1 25.1861014 25.8655181 19.3376488 20.2107633 11.2260876
Klhl22 9.36577359 15.2166493 7.65768298 6.6090031 3.57298753
Fam120c 2.85993915 2.78379814 2.27217397 2.09742365 0.56956335
D10Wsu52e 65.2775932 65.4870499 84.3375899 64.4984327 36.017759
Usmg5 4.78091566 7.50800756 5.84370794 2.98471108 2.75845712
Arl3 39.7458108 30.1496739 24.3890682 22.505798 13.6683079
Tmem126a 52.3566437 40.6428248 36.6566797 25.9487875 12.416258
Zfp235 3.5326147 4.12366223 3.06123171 4.00635056 1.08995814
Ranbp6 6.8333597 6.1651741 6.7866417 4.58833629 2.14741885
Poc5 6.19220791 5.04786642 3.24521994 2.90170113 1.48174733
Uhrf2 24.2009464 15.8910863 22.9729186 15.0774408 5.89336282
Cntln 1.95785673 0.47302182 1.08950964 0.68269539 0.20365918
Nsg2 1.56996488 1.84911883 0.86148882 0.42706941 0
Nfib 13.4066906 8.47766202 9.24021048 9.60510815 3.35472491
Ikzf1 3.56182383 6.02990583 3.68415056 1.73938968 1.95345448
4732490B19Rik 9.22454807 10.8228881 13.2570463 10.6473262 3.41831154
Atox1 322.336319 310.267212 283.450966 231.824586 150.687543
Zfp324 2.43270467 1.71915693 2.80172801 0.83753499 0.56046681
Zfp455 1.37059967 1.52934127 2.02619224 0.68435235 0.4046483
Ap3m2 2.85900687 2.90952076 3.41374574 2.24490137 1.20582493
Spin2 4.09445524 7.76302686 3.65269034 3.25478965 3.04101475
0610009B14Rik 1.66675245 1.85405409 2.25077143 1.78525474 0.44521779
Casp7 31.3982209 20.5777579 28.7657705 16.3119061 9.87752335
Slc25a4 508.250239 338.385629 294.335839 352.614675 168.915316
Coa6 70.596141 47.7149132 59.5935668 41.822542 25.1356221
Nrip1 18.4879244 23.5163595 20.5994253 6.62282318 9.14995542
Snord1c 0.8360473 0 3.87083218 0.76756145 0
Gm15446 1.68179728 2.80618438 2.76423838 1.54403076 1.21293859
Sltm 18.7895167 18.6518516 48.3494873 18.4689527 17.695421
Chn2 3.94641834 1.95552277 1.57880829 1.96986392 0.84434755
Rgl2 8.67271109 8.7256838 8.48265224 8.28809716 4.24813864
Plac8 383.493456 227.404388 554.049562 179.523359 264.365572
Mat2a 106.352731 72.0224636 113.081862 98.7082925 52.1828907
Magohb 29.7113311 21.5915007 17.5794399 13.6778247 6.41279262
Klf8 2.2532197 2.44706804 1.19225453 0.09402929 0.49244164
Uba3 71.6447707 52.9442688 56.5290438 32.6428833 28.7490775
Sumo3 118.626158 89.7775199 73.4647615 69.0195686 40.7704438
Zfp493 3.42799835 1.50233579 2.03005747 1.09785684 0.159711
Cops3 35.6873678 30.9320323 33.1616121 20.6065251 11.4459139
Topors 18.9083348 25.0692021 34.6247047 22.2213234 17.8181269
Adcy9 2.83847157 4.1014239 2.24902558 1.41043936 0.53934084
Abi2 8.6126587 7.13984623 3.35584433 5.23134112 3.09660746
Zrsr1 2.77280336 3.3057296 4.83940194 1.35946546 0.83760808
Prickle1 2.23491714 6.96934248 5.85372164 3.8398741 3.6842453
Gm561 39.2122578 34.2479646 44.861174 23.7392207 10.9296602
Srek1 23.930748 26.579012 21.5798656 23.9891761 11.8328434
Zc4h2 19.2532647 19.4405568 20.0813863 10.2482341 6.82466537
Snora16a 0.95899543 1.50601799 0 0.88043813 0
Gpr114 2.1968477 1.41629777 0.40684917 0.14861296 0
Zfp101 7.09186078 4.78109701 4.46641024 4.66944924 1.53079276
Zswim1 10.550725 11.469378 8.89789813 5.74093903 6.19118107
1810037I17Rik 436.570881 301.614049 300.440034 172.861758 166.249328
Gm9897 5.19596064 4.19219042 2.95745161 1.83810767 1.18419632
Gng10 105.386748 63.502862 70.8445236 71.8972065 29.5814424
AW209491 37.0381766 24.450645 33.7893226 32.4948257 13.8715986
Rpl22 201.069376 181.098663 210.341021 152.69732 83.7655987
Sp4 2.45250202 2.89301618 2.90936309 1.5149029 0.95095857
Zfp937 4.75894555 2.90800756 2.53931066 1.6611272 0.81557851
Etfa 53.8085526 29.9742842 35.6370386 32.3476818 20.0605738
Serinc3 245.046958 223.891956 254.699081 132.673017 92.9429793
BC037704 0.78528879 1.59291817 1.42403119 0.60080073 0.70795325
Abcb6 3.35730144 3.70111751 3.95292075 2.28619734 0.62359711
Sec11c 78.846861 53.4655944 61.0123585 28.6130958 21.9209771
Wbp1 63.533266 48.103651 32.0438095 25.5160434 15.7444816
Acy3 1.77889506 2.86173478 1.8481099 2.2705111 1.2169064
Ccdc173 2.147352 1.8044375 1.22095573 1.34888615 0.66416154
Atl1 4.51251933 2.43485378 2.12140285 1.44469337 1.3722677
Zfp72 5.88466443 5.12360447 7.56202353 2.24190139 1.47565509
Bsdc1 71.8824603 120.530148 85.2293485 29.2256454 53.9475993
Homer1 8.9687468 10.0706883 8.06189699 4.1903617 6.12641877
Fabp5 8.96404127 5.80283111 3.35824139 3.20394484 2.35789068
Pcyt1b 7.14597401 13.6898158 16.9872459 4.45388208 8.44473797
Dhx58 4.1365624 4.88269513 5.5327865 2.78002355 1.51659231
Npr1 1.81277267 2.09101243 0.98042037 1.29607424 0.51421833
Hexim2 3.60987313 4.46170372 3.9926513 1.56502277 0.7499786
Dapp1 19.5128242 19.0027477 24.6585047 22.2572934 6.9383256
Asnsd1 74.1569001 67.3334138 53.840293 45.219183 31.0402985
1700123M08Rik 1.22348386 0.9606869 2.43579196 1.46023885 0.14706596
Lonrf3 0.79634356 0.79898648 2.13027074 0.67424597 0.50342986
Gprc5b 2.99757601 4.84322072 1.46792222 1.8126324 0.63517328
Tmlhe 2.22674062 2.70215023 2.5707132 1.72573682 0.67204687
Btf3l4 25.4474417 21.0842518 19.2742807 18.0513872 8.86915047
Rrad 1.86319113 0.74774988 0.69011408 0.53217594 0.19907595
C330018D20Rik 20.2688633 17.4855366 12.3873047 9.85010681 6.93012021
Azin1 66.1714479 83.9152743 120.685896 54.2495577 57.0279556
Pafah1b3 81.327222 164.973019 280.963687 64.2051916 74.3617332
Stxbp6 1.70379674 1.4325452 0.85167258 0.31838271 0
Glul 42.9900211 124.80894 146.230634 29.6981718 105.585571
Slc44a3 6.7504288 8.32074937 6.08567397 7.06276462 1.02065308
Gtf2a1 25.4512037 40.7802487 27.1867625 17.0658813 14.2479373
Cyp4f18 1.64753387 1.41399339 1.52559003 0.77387511 0.33773902
Cnksr3 3.74475479 5.55409649 5.72676599 4.70554346 1.10637847
Wdr25 2.20890179 1.67662823 0.74998284 1.19424126 0.35402103
Dab2 3.62130601 8.56360616 15.8138717 3.37640793 4.08755239
Acaca 6.27424249 9.08212884 7.00658339 6.10496891 3.43677126
Dnalc1 1.23446929 1.69852046 0.82848447 1.10215318 0.38117617
Dnajb4 12.5655596 8.71195645 11.0991187 5.42039463 3.60642378
Stx12 126.797384 189.037715 108.224464 52.6699341 61.8529845
Klhl12 17.3843428 25.5221984 37.5044397 13.2065719 9.49986586
Desi2 13.4664538 11.011483 15.5083196 7.06273131 7.05779303
Mir3473c 0.80508259 1.2643114 2.23648082 0 0
Dhodh 6.83625563 8.54882859 7.03362604 5.34643965 3.74233592
Idh1 28.2459164 15.7310312 14.3655823 5.52530901 9.02394638
Tk2 16.6289808 30.9574547 19.5999588 17.0628909 7.51200667
Rpl3l 1.39009244 1.63726344 0.71931954 0.07507184 0.36039612
Hist3h2a 17.8922525 11.3216227 10.438409 8.99551158 2.96738214
Cep72 4.02186632 1.88915692 2.56037644 1.18684611 0.87767172
Phyh 35.0391168 64.4052577 53.2158017 38.3426624 33.5029027
Rev3l 11.4831273 6.9761182 5.9167657 6.75885893 3.63082619
Rsbn1 9.87820895 10.0932533 10.5563756 4.23636411 4.17935209
Ms4a7 9.84255687 9.48896647 9.46594415 9.55962892 1.73582398
Fam151b 6.69563262 4.77613513 6.2873734 4.32897996 2.26713396
Mrps33 87.2175353 61.7181059 74.7924255 44.5039714 30.3510403
Rnf43 6.47427583 4.26408155 2.19912832 2.04148911 1.12733512
AI462493 33.1159242 34.3212619 31.9727943 36.4550122 10.8791056
Parpbp 1.9232775 1.28434941 0.43274794 0.4125537 0.38890596
Ciz1 4.57313306 7.368241 4.01466638 4.2712208 2.7604111
Jhdm1d 5.50882796 13.0517355 8.67247936 4.57499725 5.1912811
C2cd5 7.42899507 10.7153786 12.3662172 7.4368252 4.38597564
Gm11602 2.71413802 2.64263533 1.57496901 1.06317057 1.07298845
Zfp160 12.629932 11.4012903 8.97421077 5.06408524 3.07072691
Setd7 3.58150117 4.42715238 3.55447216 2.0265876 0.65357317
Med6 61.9640954 44.1155269 61.8885922 35.182448 27.5860976
Atp5j2 279.986457 186.462076 263.313968 177.350141 99.4753741
Pion 7.26122151 6.11173868 4.78887575 1.43879342 2.90241577
Cyb5d2 7.68487924 4.74116773 3.35472122 2.74655194 1.60555259
Tomt 1.16017832 1.67012817 0.71620438 1.10952173 0.46485489
Oplah 0.77202756 1.66382743 1.55145294 1.19136364 0.71080646
Atg10 9.68650951 12.0612478 13.8108598 7.06977043 2.53330027
Cd44 5.57177535 6.15035047 8.70577753 3.86564203 4.09517865
Dnajc4 10.1699183 16.1538358 9.63284237 6.69971491 3.48382918
Commd3 170.246182 118.741227 116.040607 73.6649891 44.0125071
Pbx1 15.4017195 13.5967048 13.4055062 14.7966664 5.47640812
Gm13157 25.7357969 19.8701662 23.3220121 16.980293 8.52127511
Dlg3 12.2185139 11.7836021 8.84989268 7.3084488 4.93274607
Marcks 250.642827 299.460128 289.677693 51.6888273 154.325477
Vps54 37.8510125 36.751697 28.7187489 18.9443678 12.354581
Ugp2 130.190631 126.034453 86.2474662 42.98892 59.5822959
Narg2 4.83948751 4.75317069 6.74441348 3.98240369 2.20495518
Hadh 57.3635385 48.1978291 33.0010948 41.978471 16.1025826
2700081O15Rik 3.73833297 4.61857591 3.17114959 3.85211535 2.03205911
Commd9 42.2349751 43.3169224 32.5308031 31.7946814 19.2129473
Wwc1 13.7701909 17.0990965 12.1498591 10.4207754 10.2465564
4732415M23Rik 1.7624781 0.88965541 0.9325866 0.34673625 0.10088308
Rreb1 4.62925443 7.37132897 3.6349791 2.57112236 4.2237145
Lamp2 388.414846 340.085311 568.391453 302.916976 241.164706
Bik 10.7879359 21.9370764 13.6394498 7.9360807 6.982436
Gimap9 4.10225379 3.66540603 5.98173719 3.72292276 2.04042056
Pgap2 57.7001041 70.1223562 45.4433056 45.1577618 15.8734196
Col4a6 2.06974526 1.07061387 1.40789293 1.10769924 0.29084314
Zbtb3 2.99136191 3.38726788 1.86607381 1.73451838 1.3878122
St3gal2 1.32757578 2.5888685 1.43194812 1.08488886 0.40917457
Hsp90b1 376.663097 316.154606 250.688505 152.419509 214.446796
Ndufb10 94.5826237 67.3320482 62.1917768 47.707268 23.6187159
Arhgef26 3.04446505 5.65660934 15.7198176 6.79789578 1.52605774
Lrrn1 0.86810023 1.51323533 1.51123225 0.19127729 0.13913056
Zfml 15.8241658 13.2403887 14.6249253 10.798771 5.54074224
Gm6297 0.81855677 1.71396189 1.44375331 0.85886134 1.06201607
Egfr 6.20919007 6.14805292 3.22653523 3.14321062 4.20462142
Cby1 27.0986914 17.3427594 15.217663 12.2521739 7.42531957
Sdsl 7.44351791 8.34351404 13.6353185 9.30977754 5.3597372
Ifne 18.3653403 11.3359607 31.1928446 5.22959033 15.4253882
E030030I06Rik 5.86108553 7.46175404 5.11111977 3.57860454 3.92158782
Gm14325 5.73731729 6.29526531 9.12122329 3.33826084 1.9465179
Mki67ip 108.938641 89.0808844 117.45421 109.403037 37.7997305
Bckdha 14.3811453 19.4941414 12.9761298 15.5668215 7.51587513
Hmox2 109.274932 89.6642978 77.6252039 44.2668307 36.3047646
Jrkl 9.49899272 6.71279968 8.52999238 4.72549516 7.08095362
Klhdc1 1.60603443 4.70273241 1.70404003 2.67248434 0.26812436
Slc2a6 4.15205514 3.3561075 1.47004638 2.52260363 0.41590657
Lrrc3b 2.78749546 4.16172339 2.8356584 1.76617691 0.5033829
Mir325 0 1.89646709 8.94592327 0 0
Lysmd4 7.30571396 4.44994259 4.3017383 3.34478003 2.61055482
Ptgr2 17.5813886 15.5325843 14.1877177 12.2287236 6.38525531
Pigl 7.87105486 9.51781554 5.13837204 3.50474949 2.86990153
Fam216a 18.44237 10.9910204 14.3130222 12.2419414 6.4325025
Eif3h 231.161632 243.13851 218.084198 148.601896 106.217072
Mt2 374.849928 707.378815 789.783434 152.797187 442.026492
Nae1 18.0342062 18.6636278 24.013718 12.947505 10.5497593
Ddt 33.9443441 23.7105098 18.9384755 15.6310296 12.1848213
Senp7 5.82181151 7.30249236 7.83508562 4.99386772 2.04601657
Tmcc2 1.14741976 2.80799483 2.86872935 0.54427084 0.22987143
Pcbd2 17.795864 11.0661981 7.18868834 8.00456936 4.59406046
Mrap2 0.18847309 3.30511462 0.52356921 0 0
Zfp672 15.7524806 12.1862197 11.3211482 10.2878096 4.81979112
Dpp8 9.65034448 16.1546035 15.0835702 9.75209051 6.87771063
Zfand2b 29.4682539 30.3128147 27.5195607 17.7443189 13.3560195
Rab3a 5.79759335 6.387343 3.66221807 4.91006571 1.72870917
Eif2ak2 8.68283245 6.08395061 8.66830186 4.62240194 2.91124422
Car7 1.10240828 2.29721599 1.13859849 0 0.13591011
9130008F23Rik 16.3708827 13.5660203 8.72631514 5.90656131 6.82565884
C1d 109.053705 63.7070564 70.8813908 44.6037043 33.2418804
Psg25 0.55282163 1.53597139 0.96474213 0 0
Foxred2 1.98661659 0.51298834 2.85195887 0.53859556 0.42737631
Fam124b 2.3924624 1.46707832 0.44307639 0 0
Pex11b 21.5525893 17.6151772 15.3643642 19.2785356 7.66711441
Gm15545 2.512744 1.59720807 1.93896731 1.26330755 0.76708165
Socs1 7.64618018 12.5047856 13.7997046 9.56843589 6.75170778
Fhl1 7.34907388 5.64586499 5.12484717 0.99956524 3.39900551
Abhd8 8.14735466 4.7722182 3.92426332 4.79561564 2.39568102
Ifngr2 138.992258 113.416978 73.8038669 56.5436932 72.9584517
Lyrm2 71.095451 63.8325157 67.6039385 40.1982894 20.3528968
Crocc 1.77672567 1.06548518 0.54238008 0.57360281 0.1799283
H3f3a 578.117385 557.20706 716.033444 351.540289 219.374392
Trio 3.60175897 3.87920472 4.53793376 2.43186859 2.26356475
Dennd3 3.59347298 2.70565979 2.46143728 2.21447054 1.43981617
Robo2 0.96435828 1.53352944 1.29069429 0.33480063 0.1428686
Cetn3 226.66373 135.366189 187.890882 129.845938 71.7572516
Itm2b 603.060924 450.930002 379.621163 337.730502 173.581986
6720456H20Rik 5.37390312 4.42569563 2.90468197 3.49948003 1.10163245
Phf17 16.6754354 17.9543052 28.8938893 12.7846953 5.26788687
Sema4d 13.0512771 21.8412177 13.0923802 11.0110083 7.80817095
Gulp1 10.6494896 5.81557752 3.42912028 4.72762141 1.28185247
Ppp4r4 1.94767468 1.45981108 1.19687855 0.58520569 0.11351059
Ankmy2 36.1250365 30.6264704 33.6980787 25.3088167 13.7800684
Coq9 32.8947329 31.6361628 29.3186387 23.5872131 11.1120364
Lima1 82.9244153 88.662941 67.4882956 42.8780724 28.2348269
Nudt19 147.150415 605.077595 1532.93655 70.0557565 231.433564
Catsperd 0.78813348 1.7367646 1.60084943 0.95698304 0.16298616
Mcm9 2.15520172 2.74995074 2.04245614 1.76224022 0.94449281
Gatsl3 4.50752634 2.81162273 2.10645286 0.42543134 2.26178832
Zfp456 5.03596033 3.32660506 3.46410537 1.61453229 0.87117082
Ncoa2 9.29780695 12.5439764 10.947673 8.96625412 4.3139587
L3mbtl2 4.84809937 2.68712247 2.74637236 2.12947951 2.0110734
5530601H04Rik 4.87515042 3.88287917 5.43659002 4.01057026 1.58228576
Myo3b 2.81444312 1.94800153 1.26445535 0.44978904 0.35918635
Osgepl1 14.6819135 10.4068943 11.1089323 5.7955428 5.44777493
Rbm4b 13.8263036 14.410041 11.5490403 11.3850754 6.48220675
Atraid 38.2720009 38.896323 37.5128348 33.3302176 12.0175793
Nt5dc1 14.5501782 19.6447736 19.8985858 12.4104173 8.11952824
Limch1 1.55458207 0.9828749 1.31800038 0.34290748 0.606704
Tmem211 0.14277327 0.53250554 2.41275517 0.06553891 0
Npc2 66.611082 112.910721 75.9532745 59.2641204 48.3165028
Egln2 62.4880879 78.8118439 52.1311259 44.9236556 28.1996709
Snx21 9.86755829 16.3383136 8.26320807 11.4225263 4.77880516
Trim12c 7.85472706 7.51074066 11.7020147 3.17297082 3.46890914
Spef1 7.4601712 15.8770483 18.5635811 4.09885949 6.53217971
Zfp595 3.38653696 1.50640326 4.66519943 2.11359207 0.81547805
Pak1 16.4680288 23.2520124 20.2203877 10.9334251 15.1940933
Synpo2 2.52928981 4.51170481 6.31343826 3.26440129 2.71715176
Pid1 2.86080528 6.31657938 5.04906299 4.53456998 1.31280402
2210013O21Rik 35.65312 34.515258 35.6948609 28.2563041 11.4771008
Trmt10c 114.067468 74.9207236 110.00796 64.7346189 47.8130077
Top2a 27.3996595 8.2445608 25.1864522 7.96427759 5.15863148
Trmt2a 8.17801318 7.95033599 6.70397873 6.93930552 3.20580372
Wdr7 2.78901992 2.32682745 1.98791303 1.17077957 0.83811873
Kptn 2.61004943 3.04308789 1.94081507 2.46885743 1.01409218
Kbtbd7 3.48525373 4.79477811 3.93409225 2.49898208 2.45822311
Ttc32 28.2366616 16.7951126 21.2555137 18.7991149 6.42766484
Atpaf1 5.56958207 4.13153089 5.02776245 3.10911799 2.19795232
Fbxo27 2.26385807 2.07386083 10.2485601 2.33821274 1.51178701
Oard1 71.4743099 53.8212349 57.5120402 45.5748907 25.5992382
Ankdd1b 1.77045311 2.03891666 1.34796038 0.57792862 0.58326552
Pdk3 41.7354813 39.5811647 34.6609797 18.76918 26.1287189
1110019D14Rik 6.70400547 5.84511921 6.4496643 3.03745277 1.32562259
Prss36 2.96126261 2.40884158 1.51899497 2.2688324 0.78531269
Rpl7 2103.89825 2445.96691 2907.99317 1769.52777 1176.15641
Etv3 5.45439146 6.28479087 6.62461192 4.32050051 4.8384634
Ephx4 36.0789634 38.0574815 44.6887268 24.8902239 10.5096437
Ramp3 16.129345 5.5775703 11.8198286 8.33567958 1.71195537
Zfp953 4.58069614 1.47843524 2.35502731 2.01243001 0.5404777
Gimap1 1.34323081 1.93931087 2.12651432 1.35254017 0.65972845
Pld4 4.35184177 2.48515809 2.6559623 3.20839132 0.39628997
Ap4s1 32.2250038 33.3083008 33.854653 23.2378711 14.2264184
Rbmx 20.697699 12.4488903 14.6646937 13.6278556 6.45015662
Trim37 10.7471456 6.12238924 6.09527316 6.43624169 4.06972062
Tmco2 0.27209328 2.84865711 1.09180079 0 0
Mbd1 16.327328 25.3340181 18.2827285 9.45548374 10.5610091
Fam26f 2.5915921 1.89296161 1.22779076 1.10665051 0.09659416
Mir378 0 2.56023058 0 0 0
Cdc25a 9.79883397 4.23528631 7.27549963 3.84606058 5.15802666
Mt3 5.8181433 6.37678248 5.94870641 6.12051785 1.35985897
Tep1 2.02113898 2.16410523 1.75318397 1.27616611 0.87703895
Dusp16 13.5990698 17.6363641 9.44734691 5.0057571 12.9850575
Wdr83 5.53087835 6.08003061 5.17028118 5.85157102 1.94171416
Invs 1.79471092 1.38194264 1.13650712 1.52013146 0.45465455
Nkapl 1.0308377 1.6892243 0.49802047 0.53491911 0.43098918
1700066M21Rik 5.66020983 3.83140592 3.9560497 4.59924248 1.52931643
Itpr1 2.54851799 1.78337414 1.76074464 2.07304537 1.07932746
Fmnl2 4.61419236 4.82203742 6.31611844 3.49948199 2.7597929
Brms1l 12.1477738 18.7377748 18.5202576 9.14612579 7.67772955
Kcnk5 1.14372464 3.15081884 8.92132464 0.92545459 1.58450019
Ppp3cc 6.56134043 8.70057824 14.3522827 5.5013824 2.0387912
Zfp420 3.8727998 1.52047287 2.1553128 1.09539813 0.53291928
Slc22a13b‐ps 0.94119964 1.79480082 1.49406141 0.69950961 1.00564141
4921531C22Rik 2.05391148 1.96217147 1.58490767 0.94283138 1.75563045
Zfp951 8.51368596 5.06225405 4.26418234 4.66089327 2.21414566
Cdcp1 10.5212936 14.5804766 10.8878092 7.52844368 5.7022925
Spata2l 1.80839139 3.14112323 0.71041155 1.40870101 1.07588842
Inpp5f 16.536804 19.7904743 21.8099344 14.7906176 9.91127352
Usp2 2.9884974 2.40495896 3.68973443 1.26946893 2.25185949
Dis3l 7.27677039 6.52633084 4.00031493 3.61933256 1.82966847
Slc2a8 1.15834494 2.2123932 1.01463004 1.37962077 0.57701443
Gpihbp1 1.88189317 2.63411427 2.12142973 1.12678406 1.70475957
Ephb3 4.32646915 5.32429133 7.12382538 3.1198734 2.29453647
AI467606 15.0279285 16.4986705 12.939639 8.86497453 6.15755001
H2afz 484.011108 221.88665 277.442807 210.764192 140.77291
Tomm7 105.256018 82.1397691 95.995242 65.3763021 35.2466757
Mrpl39 15.3335594 12.5382103 16.4834681 9.41735659 9.71705869
Setbp1 1.82107983 1.77454455 0.80068485 0.5953902 0.66666947
Tmem205 49.8259915 38.0085048 36.8775798 38.4101121 9.72121119
Usp35 2.70214183 3.75483339 2.24434388 2.02973933 2.69030003
Extl3 6.83970046 8.83103956 5.05060071 4.86729998 3.44420048
Pdgfd 5.63109297 5.59114421 3.83503507 3.13524263 2.27079674
Tacc2 7.20015823 5.23482188 4.8627101 4.66428185 2.40547501
Mast1 1.13941595 1.57088508 1.42313245 0.86362359 0.53085573
Ctgf 47.0762155 280.388949 737.642025 117.546188 76.8850062
Clic5 2.63290808 2.08482149 2.93180918 1.58088891 0.23146395
Vps18 4.52009984 6.78265328 5.64526596 4.34181526 4.91121948
Wdr53 19.7472018 16.7316477 17.3075265 13.7869171 7.94901869
Dnmbp 4.97440618 5.9762462 3.46949234 3.88090325 2.98540608
Adck1 10.1795248 8.5751492 7.89466971 5.4974449 2.67342379
Cetn2 94.2435378 66.9200235 93.2250439 68.9057902 36.3951463
B3gntl1 2.31020016 3.52020479 2.58399432 2.77194411 1.06311168
Ascc1 14.5465873 16.4841208 13.9673754 11.1923884 5.16613453
Trmt61b 6.20009272 6.88523809 6.25379271 2.92741941 2.27129101
Rad51c 3.28928292 2.80810666 1.75799203 1.21604183 0.83144874
Snrpg 402.221719 203.906405 272.577502 210.534488 153.581019
9030624J02Rik 5.17755656 7.01433035 3.7476841 3.78265954 2.38131461
C78339 6.04424059 10.2705846 8.13295196 5.24565165 3.67050793
Ndufa7 252.72912 191.220541 200.448073 185.944149 85.2164855
Mtif2 8.8989751 8.57136874 8.02056712 7.60355083 4.33576994
Cdc123 33.590248 22.9048355 25.5975771 21.2845782 12.9114187
Adra2c 1.77405159 1.31293876 0.11329265 0 0
4930431P03Rik 0.54295447 1.41362425 1.6141472 0.28859234 0.02289984
Dzip3 2.84757334 2.39564116 3.05534825 2.60393658 1.35827684
Nphp1 4.41477367 1.38207137 2.64518284 2.1192847 0.73992832
Pml 7.713341 5.28520725 5.34559261 4.09746769 1.54527294
Hspa2 5.69173269 9.68322941 8.1759599 8.32951612 3.29410928
Fam60a 66.694897 78.8644187 73.6385471 41.7363718 34.765657
Mcm3ap 4.0559362 6.35344702 5.96943814 4.65226652 2.34966076
Rhobtb3 4.0550919 1.92911844 2.97215934 2.3525906 1.32310709
H2afv 85.4209356 56.1498002 44.587444 45.3048921 25.3621061
Mfsd8 7.82283788 6.32715128 6.35318887 4.8272596 2.15812427
Gm14420 3.81706502 2.30552496 3.28854748 1.77144756 1.07562479
Bad 49.9417347 48.8771292 54.9786131 37.3980042 21.3420527
Fasn 6.0565898 11.2064832 19.0244897 4.48812594 3.50731646
Zfp882 2.29643005 3.06267186 2.1798861 1.13361667 0.43463096
Rnf157 1.72310157 1.06699191 0.89507277 0.33439627 0.10103479
Zfp71‐rs1 9.53473946 7.68069173 7.07541204 4.14250586 2.58647924
Zfp583 2.1462075 2.42596894 2.14022721 1.36412186 1.17177618
Fbxo22 73.2468121 64.4564235 56.7940578 63.7718678 28.142445
Maoa 2.42917853 1.53823034 3.29425401 2.37407253 0.67817872
Gtf2b 67.6076462 72.9215834 83.0052349 43.2286683 35.5200315
Stap2 10.6646463 8.16802784 5.54473361 5.45730015 3.25733358
1700037H04Rik 66.1575481 149.900366 268.253349 88.7674607 118.663545
Bscl2 5.22283667 5.51434278 2.89629326 2.38395555 1.72615066
Zfp637 44.6216474 32.3348502 25.4397149 27.2927809 11.6972973
Sat2 1.70053159 3.0769211 2.05391095 1.42547126 0.77023434
Oas1c 2.73854864 3.47187873 4.25283557 1.88566277 0.59435406
Tex15 3.13338756 3.75752204 3.69147012 1.70893795 0.44127951
Zfp81 4.57321214 1.77272956 3.21624405 2.60418983 1.48445451
Bfsp2 1.5783721 1.4676481 0.73077367 0.11440088 0
Nr4a2 4.01362654 2.0500203 10.9692468 1.05536832 1.85797284
Gm14047 2.42908872 1.61389893 0.86511436 0.34309337 0.44920434
Znrd1 33.2712702 31.2004776 38.3787933 19.6365938 16.0733518
Fcgr1 2.51879836 1.24599866 1.02624149 1.13310925 0.08073764
Araf 18.8765379 21.560669 19.1582875 17.5151973 10.4127425
Pnrc2 195.669265 176.651882 181.123281 125.767378 59.1629827
Zfp458 1.75742512 1.68822544 0.79636158 0.7209092 0.62924667
Atp5e 319.757801 194.552787 221.703316 172.378727 105.650907
Capza2 399.708911 280.903445 286.053329 182.503386 168.402619
B3galnt1 11.2859789 8.269235 14.9930097 5.47992843 6.157636
Ncf1 2.03711636 2.14528692 0.88768809 0.94612315 1.36357151
Bicd1 3.99179811 3.29884235 3.02324206 2.25091418 1.09589563
1500012F01Rik 50.6318403 48.1517621 58.3394203 45.3485287 17.6315745
Ssx2ip 31.8290948 31.3964389 18.9132172 8.08744629 19.3383642
Thnsl2 1.83297722 1.74372461 2.08899397 1.55337841 0.28247264
Grhl2 19.5134049 17.951637 14.845964 11.5720829 6.85707179
Slc25a39 82.6979674 66.1328906 73.3530826 66.8731579 32.9156026
Tmx3 56.3866854 52.9036585 46.9879236 29.0195157 22.9724195
Ccdc166 4.83549811 5.9816489 6.9039996 4.56339763 2.27300371
Mx1 3.24414456 3.01203597 1.92825993 1.00621501 1.79168358
Bcl7a 7.56722677 5.64608476 5.53277992 6.6644243 2.22255314
Rasef 13.5254807 16.2317532 26.5400326 11.7591065 10.0219744
2410015M20Rik 121.613323 100.781527 132.2871 90.7959109 43.4671137
Nes 1.17095753 1.65499724 1.08428796 0.86980274 0.65684341
Nhlrc2 16.1288698 16.7514832 20.4148516 10.1659943 4.94147606
Sclt1 7.34171339 4.20488201 3.85904024 3.01331407 1.52273328
Ndrg2 2.7209328 1.99405998 3.91928488 1.16575396 2.64073283
Mpv17 48.9087672 53.0633269 38.0057703 40.2403525 19.6730284
Zfp532 5.20886676 6.38194303 4.12015434 2.60350809 1.38820704
2410018M08Rik 10.3144945 8.88012532 10.108606 5.76826586 4.19569953
Armc10 109.797835 58.9336095 65.0622696 47.8601621 28.5417982
Mterf 9.76279654 7.07040421 7.15316284 5.78683317 3.19013428
Pttg1 13.3950363 14.0238177 22.9657498 14.0201414 8.3888522
Mbd5 1.54363602 1.93786411 0.75320743 1.28140875 1.01477944
Cyth3 8.83788001 9.59116003 8.18373561 5.86548005 3.64473382
Srxn1 18.598782 13.5659444 17.2651229 5.42915973 7.35915552
Gm9776 0.86948919 2.35423501 0.66631704 1.21115903 0.21623767
Tgm4 4.19504183 4.01568511 4.05912781 2.6613605 1.43533259
2700081L22Rik 2.08344056 4.41701122 4.91954327 1.81713429 0.83478335
Gpr146 2.08516771 5.72443786 8.42414837 1.75837383 2.69827604
Qrsl1 6.22324753 4.39267987 4.35262307 3.46454638 2.41392225
Hcst 0.7376888 0.69508522 2.86896974 1.08361616 0.70937698
Col28a1 0.3699954 2.29997073 2.76942944 0.24061146 0.03706201
Fam114a1 25.076316 24.4302775 18.142114 9.58241512 8.3463049
Taf5 5.64447405 4.60495739 5.85686136 2.71968365 2.06912507
Ctxn2 0.37987392 0.49713215 1.81741208 0.11625203 0.05073538
Pigyl 204.883615 193.999527 142.442143 110.64215 59.3662642
Zfp322a 12.0280519 10.486938 13.3260017 10.4333352 6.19174038
Entpd6 14.0074709 9.97465833 7.99497162 8.86072933 3.34447601
Bckdhb 4.10488461 2.41738509 2.72121164 2.569519 0.85974325
Phf11b 1.9625186 1.89320576 2.2845565 1.33844765 0.04493331
Zfp942 13.1817217 8.25527783 15.7461907 10.6577372 7.26019363
Wrn 2.72779588 2.50287307 1.31497924 1.87591392 1.38359815
Ccdc141 1.56615213 0.72814268 0.44842695 0.92704056 0.06605459
Mecr 9.02330783 6.20429848 6.54885744 7.16467229 3.43953217
Cuta 80.3608666 66.802324 75.2489776 60.0540075 31.3544626
Kdm4c 8.83121267 7.20192105 7.35431729 5.90399683 2.51728625
Macrod2 3.99730452 3.63643145 3.91705795 2.11402958 0.73602025
Asah2 1.69187655 1.1903106 0.95252359 1.2426275 0.41215912
1500011B03Rik 28.0871509 32.0948974 24.5498461 29.3668391 10.3072462
Zfp280c 5.8740078 3.8111613 3.64415403 4.17509507 2.10244497
Stoml1 9.89101464 10.9498398 13.5786335 9.74072025 6.17504114
Slc24a5 1.06959204 0.91858606 1.57849005 1.1660954 0.34820435
Kdm6a 23.7932869 24.2456024 21.4587467 10.8140879 9.13140412
Entpd8 1.95126044 0.88819795 0.44516249 0.02596262 0
Slx1b 5.66981374 7.04548826 5.00482246 5.15671563 2.60437934
Zfp708 6.8578732 6.62899489 8.34477352 4.43227395 1.78556165
Smarcd1 5.19128895 5.84638762 3.2940745 3.03811191 2.45293396
Tmem223 163.726675 151.902451 134.978195 117.978709 43.3848514
Vldlr 8.79902551 14.4220981 6.87580561 1.71509517 5.69246282
Rpl22l1 883.29712 593.200594 822.729556 512.972417 378.181708
Thnsl1 10.1856678 4.41260566 7.06220872 3.48562271 3.01562541
Etnk1 85.482653 174.433117 171.093911 76.3028133 54.4422762
Tbl1xr1 7.38215262 8.83337829 9.60720829 6.32806103 3.94165243
Sp100 7.70573718 4.03372751 3.6096676 5.13248919 1.42872513
Psmb1 304.216308 245.69317 317.254302 228.325822 141.084994
Shpk 0.46898015 1.34409804 1.67193226 0.27986599 0.16911792
Tnfaip8l2 4.53343296 1.96238707 3.0138672 1.44071694 0.69862885
Msh6 14.1957419 11.3027303 12.8475671 5.89850175 3.55492773
Scnn1a 3.84036822 5.10875055 2.17510227 2.63577704 0.83659706
Hspe1 307.208194 196.884398 324.018895 194.031138 123.090761
Lpcat3 47.4100972 59.7387135 73.2487692 24.7423524 27.2774635
Ly96 8.43534293 6.02906703 6.40901965 2.28359077 4.67977054
Ttbk2 3.90066372 4.04892695 2.58838714 2.38565291 0.7884065
Oas1g 5.56246223 3.00599074 2.99955505 2.91388354 1.54700894
Tmem17 4.61717802 5.8305981 2.95313416 4.85076423 1.5257646
Mir681 1.18566708 1.86198587 1.09790876 0 0
Zfp930 16.7382474 9.38295452 22.7955323 7.75349786 4.53502463
Rab15 25.4713605 29.1568166 19.7806211 15.0536331 9.829614
Rnf217 34.5667557 40.4086742 26.8565375 15.7419875 31.7381711
Zfp91 29.3563052 31.6228872 18.290976 14.9754536 7.93783864
Tceanc 2.64262839 3.87166077 2.50671534 2.91434376 1.09757406
Gmfg 4.34353288 2.488793 3.26111514 1.40109326 1.12887354
Clcn5 3.62536845 2.11735127 1.1652512 0.70143796 0.51621177
Cldn3 947.092653 1785.39088 1357.58635 1275.94237 687.001184
Cog5 3.26384833 2.30651403 1.69247197 2.01763399 0.9938852
Nab1 34.4642754 41.0603017 38.167866 16.7324775 18.713257
Oat 108.333108 71.4726086 216.293121 81.3451291 25.7528533
Spon1 2.89782727 3.06430452 4.6321921 3.04883473 0.53393101
Znf41‐ps 2.72786524 1.96250701 1.38861654 0.69494065 0.78969847
Ncald 10.2220249 5.71327682 6.91647289 8.36492291 1.47058699
Tmem126b 31.0171609 26.1369247 27.110195 19.7945371 8.54791034
Trps1 3.35582602 2.73037725 1.97692453 1.4495039 0.91176474
Dzip1 1.13639674 1.65877316 3.50761737 1.75222137 0.64212669
Arid1b 8.02118177 10.0193748 8.98443221 8.75447036 3.78376149
Dnalc4 34.1963738 38.1606184 25.9377226 21.4979608 10.5506209
Gimap6 4.16675188 4.06587486 5.50657094 4.15968784 0.8428619
Pop5 34.8806712 20.1919095 20.8203022 20.3399903 12.1528925
Acyp1 78.0930109 90.2402259 126.8271 77.6089906 23.3061721
Atp7a 12.3042434 9.00135081 8.68784667 4.63759382 5.8441598
Irf2bpl 22.1865646 28.2048748 32.4393058 18.2288377 7.10406315
6330403K07Rik 2.32607403 1.34580331 1.246999 0.7867745 0.03270178
Map1s 13.0064854 18.814645 7.28529869 10.0026807 9.20969504
Hist1h2bc 535.309144 320.169494 320.173119 217.521431 140.477755
Vps25 104.448714 117.909776 105.546384 91.1793939 50.9840606
Cep63 10.1107145 11.8894981 7.03296898 7.01737927 4.67138074
Gm8801 2.68950193 8.47467861 9.41190668 2.7898618 5.6260016
Rtca 31.5607856 29.1800639 27.5990335 16.5025711 16.9501689
2410006H16Rik 111.609595 131.621398 140.156032 85.9735419 43.6423287
Cd200 14.392695 7.65778383 8.92781797 9.3108114 5.21015783
Zmat3 1.49998618 1.14489879 1.57519293 1.28479252 0.88640218
Kctd4 2.55223196 1.85117833 2.32326962 0.75457782 0.60663692
Zfp414 12.5885035 10.9875678 10.0558255 9.07719311 4.02646372
Sdhaf1 31.7628808 21.5514756 24.8533845 19.3787437 9.45713712
Zfp563 2.92236653 2.24652009 2.14782058 1.73549227 0.62230731
Aldh1l1 1.9453552 2.25805031 1.80136782 0.40767369 0.44056206
Sec61g 41.9397387 25.2407841 37.1301751 20.2127799 26.0280948
Anapc10 26.8573482 16.3737801 20.9688035 10.619303 8.54172251
Hdac2 114.966517 75.5038059 70.7203358 61.4830507 41.4095864
Ccdc132 5.4398697 4.21900842 6.56179351 4.39167706 4.10963473
Klk11 6.57067403 5.61872549 3.87564067 3.22280458 3.39006152
Rassf9 4.46444522 1.93407409 1.93870575 3.02458349 0.19738409
Fermt1 39.9832662 28.8421789 21.2927444 12.3727107 13.4347856
Ncoa4 6.45371487 9.39061369 4.77745315 3.91655899 2.951077
Zfp512 10.9971791 12.8749236 7.6923544 6.53719302 8.43219802
Cenpq 33.2841911 19.1395878 24.7905058 12.8707599 8.37133711
Kiss1 0.39442554 1.54852656 0.36523175 0 0.52678869
Zmat5 32.7298214 26.9327171 24.6438076 23.674747 10.729664
Rcbtb1 16.6913856 10.8758962 9.08172802 9.37239134 4.86022288
Tvp23b 96.9221793 110.142643 104.050095 81.0023226 45.3515635
Ddx60 2.2539355 1.05162251 1.15950458 0.45984479 0.06980456
Zbtb12 4.44221318 3.71128792 4.90319473 3.26265901 0.65499786
Tmem246 33.6879697 55.6504695 31.1945214 27.41607 22.5987578
Sarnp 87.931393 72.756835 85.5738211 58.6859268 37.839896
2500004C02Rik 4.1573311 4.42442376 2.73609508 2.996644 1.34911193
Mrps22 14.3186851 8.04282961 13.3085322 7.43448907 7.43465191
Ccrl2 2.34885706 1.16484424 0.77269882 0.22699448 0.42103149
9330020H09Rik 2.51106856 1.64308847 2.62466812 1.64170377 0.94514619
Hspa1b 34.2535423 20.7551788 26.7542002 15.8942582 13.1666427
Acot1 7.32480467 4.76551263 4.92226747 5.6488187 1.30811301
Lgr4 19.5377315 19.9455117 23.4379654 11.5835034 8.34466594
Ptprz1 1.72971016 1.25663276 0.59127585 0.23746076 0.22669935
Use1 63.709116 100.946234 117.820283 73.8302145 34.0516207
1110020A21Rik 2.2984448 1.88869469 1.8808437 1.27591362 0.77101138
Ttc8 10.962797 9.53985397 5.88675085 5.65494577 2.9434432
Trim24 11.4614485 13.0975588 11.4858148 5.35897446 3.49194999
Zfp740 35.1287602 34.6162367 27.0964471 23.5952704 14.7188285
Polr3gl 4.27922642 4.01748022 2.06738883 1.75082846 1.41639275
Pnpt1 13.4330292 10.5666321 17.3740814 9.38786692 5.56588094
A430035B10Rik 2.2568095 1.26953582 1.15405183 0.6184896 0.43187965
Rlf 19.2812695 25.4040191 21.3204379 11.0374986 10.2134127
Grcc10 196.670175 152.259215 133.123858 142.969488 43.225288
B930003M22Rik 3.19926523 2.88889468 2.96246846 2.39870797 0.98276457
Zfyve16 8.05126895 14.6070759 14.0909369 11.2907993 6.48065087
Zfp157 5.39742302 6.92189036 6.63733871 5.64383416 1.85226212
Cbx3 37.3258256 23.5717291 23.2095355 26.0664378 11.709376
Nipsnap3b 133.885181 199.144146 234.688016 156.487799 139.850197
Zfp551 1.5081076 1.51311272 1.49992675 0.58972387 0.13428035
Ttc23 1.34402755 2.15206288 1.39096544 0.82261991 0.31677574
1500032L24Rik 203.772596 143.022795 125.002074 90.9816167 88.8823086
Gimap7 1.38748276 1.53331382 1.18961746 1.27382538 0.37062013
Zfp189 1.54695288 1.47129856 1.19034879 0.46007525 0.33173783
Prdm2 5.29079168 6.72589797 5.7148485 3.88280152 3.71489794
Caps2 1.77205678 1.57695362 0.45945095 0.2819954 0
Zfp629 8.6579287 9.18434579 7.74065172 5.18819329 2.30698303
St8sia5 0.43412442 1.4609019 3.84764032 0 0.74546987
Fbxl8 5.17988697 3.36695236 2.50942324 1.60618592 1.81430347
BC051226 4.11454708 4.44992457 2.22849339 1.35419769 0.68432359
Dcp2 8.54851837 8.0334899 5.65214052 4.64799618 2.56964145
Nmd3 19.4734562 12.2855714 19.6303308 10.1964664 10.9145281
Galnt10 11.1391165 13.8658733 4.86830636 3.33671255 3.83510232
Tlcd2 3.83261684 4.35688361 4.60832758 4.46397578 1.28351601
Tram1l1 1.72998637 0.80582797 0.97745475 1.04987496 0.32895869
Ngrn 39.4762265 38.3289467 39.7528607 40.9121867 16.5775923
Ptger1 3.25745231 4.50069352 2.75531859 2.53051958 1.85737291
Nudt16l1 51.9021327 68.0307132 55.816851 48.641258 26.2316689
Ssbp1 19.1403042 10.9256644 12.8845045 12.5391011 6.83406019
Kctd2 20.9002357 20.267284 22.225503 20.3069116 8.93643612
Ly9 1.65092885 0.87815177 0.64108188 0.53782582 0
Zfp704 14.1596604 12.8751266 11.7943507 9.15085824 5.6847516
Lsm3 305.285786 171.709918 267.856679 182.835326 108.241634
Prmt10 6.07329291 6.48113026 8.16424065 5.53273526 3.28840403
Ccl11 1.8232532 0.42948882 1.68830332 0.33477983 0.09740436
Cox6c 585.608751 372.78586 512.972223 420.278804 201.653452
Plp1 1.69247798 0.68460747 0.45116581 0.98880507 0.10274762
Rsph3b 13.7372828 11.2942018 11.5981068 6.34308214 3.20538187
Pdhb 90.681575 102.960923 71.3234064 57.5717603 40.5742934
Zkscan5 3.82992014 3.97823556 2.05153086 1.34025083 1.04597452
Trpv4 2.95130399 1.28567066 0.84231996 1.03927725 0.097193
Clec11a 2.20039443 1.93718878 1.26573838 0.55094901 0.66791204
Zfp386 80.7488088 62.4621871 62.7535939 43.0250714 23.281764
Cep70 7.25698135 3.95103439 4.16771105 3.66786633 2.37073292
Znf512b 10.4639755 13.2491456 10.487563 8.89353958 3.16151661
Piwil2 3.34486989 2.08445396 2.50733489 0.15841793 0.94665417
Gm6548 18.2209133 13.5039613 18.9739086 12.3261338 6.37848137
Dock9 10.7071635 7.64093123 8.14103179 2.97125575 3.0521731
Slc46a3 2.02018865 2.05156849 2.89329117 0.5687754 0.32377595
Fam110a 11.8482777 10.1490971 10.885825 5.17044459 9.44530375
H2‐T23 33.9675163 20.1397029 20.8619338 19.1383316 12.2211775
Plcd3 8.9717171 4.6119627 4.92084809 3.04188324 1.91374978
Gm14322 1.73573403 3.1079416 5.13722982 1.31058253 1.55992351
Qpct 2.98265524 2.68797597 2.16557368 2.33380169 0.81482491
Pkd2l1 1.099625 0.81717688 2.0001048 0.48674628 0.18882543
Itga6 17.446647 10.0217349 14.0156344 5.51001422 11.7066602
Zfp105 8.36297615 5.97898159 10.0340315 7.2596605 4.06794425
Hsh2d 3.72638226 2.25718288 4.43644766 2.59028491 0.81052352
Ap5s1 17.2592391 18.4150663 13.4516825 10.075852 6.2037461
Btbd2 17.1326151 22.7425638 15.4255093 17.1537047 7.54676149
Kdelr1 53.5377281 98.9172364 72.7391554 53.3135597 53.0113155
Fam105a 2.78446262 2.03616773 1.88949096 2.36122716 1.02198379
Aasdh 2.33024987 1.38615624 1.78179833 1.49107226 0.84879433
Dhcr7 15.2839897 17.7652363 15.8467691 8.22784439 16.9428411
Tubb2a 47.7000147 57.3619262 41.6863303 8.76598212 30.0846557
Oas1a 15.5085003 6.23784992 8.82746559 6.15187489 2.49108548
4933403G14Rik 2.42613952 3.70901498 3.06349965 1.06307693 2.577523
Triqk 10.948265 9.17657595 6.87930175 6.66106289 3.09854228
1700037C18Rik 6.83622999 5.18114119 7.59628762 4.36607422 2.62001739
Batf2 3.42468391 3.80953346 5.37342656 4.10485815 0.91479103
Uba7 5.50648991 3.2549421 2.99824231 2.95372792 1.04118235
Caap1 34.9094346 33.1652439 27.3436026 14.0235551 11.2989055
Pik3r1 6.47786535 8.72955703 12.5614511 7.68351996 7.23771532
Slc37a1 2.51991072 3.36370344 1.18336564 0.4461729 1.35583747
Caskin2 5.34454126 8.54494576 5.86969648 2.07934054 2.50109719
Paqr3 2.13420075 2.53230079 0.61482891 0.56604168 1.59622719
Tcerg1 14.1693805 17.2462799 18.8180915 10.8088807 10.9635132
Socs7 13.9905335 26.5548648 14.5216628 14.9439782 7.65796806
Bola3 97.5714525 48.3062373 70.9808374 54.6735466 32.439051
Oxsr1 18.3685283 26.1974588 18.551784 9.66693408 11.1956772
Cyp2a5 2.24343422 2.56769481 0.10562971 0.3141855 0
Bnipl 10.57684 14.8917215 10.4356597 5.15657052 4.35478648
Rnf114 68.1017777 84.4082683 78.3334672 66.632825 40.1203387
Gap43 1.65410127 1.53495761 3.20258552 0.46018288 2.04852369
Rps27a 338.687752 321.260602 439.243743 322.903097 171.79394
Map2 2.07921329 2.64371636 4.78047775 1.75704827 0.51121406
Cntrob 2.22875395 1.46484079 1.46758437 0.86394385 0.47627032
Zmym6 3.23376787 3.92643006 4.08993589 2.92542287 1.3399343
1110018G07Rik 11.0786655 12.3464092 6.15742316 6.07183063 6.15585498
Thoc7 104.520478 56.6908199 102.991111 62.2687566 48.024039
Acot8 11.3313101 9.83164131 12.9059128 8.47851974 6.49245316
Atp2c2 2.67078592 4.73440094 4.70264676 0.92878984 1.07011818
Hexim1 12.4285808 18.7649841 12.4677228 10.8646065 7.43899995
Spats2 9.82294643 14.6796505 5.57490116 7.76736379 8.02397974
Cnp 100.350027 114.97137 190.535138 64.2963122 114.38876
Fsd1l 3.76671458 4.86257216 4.45349917 3.06089444 1.26763936
Sub1 133.565165 115.777003 172.51813 118.171181 71.5805734
Tank 18.3643721 14.9685148 15.2450726 9.3923464 15.6346727
Gm7008 1.46360401 1.53230758 1.05410193 0.29860246 0.1303178
Lage3 81.7720265 45.343031 56.7301016 55.2220062 23.1032882
Gm11545 76.6655065 148.499078 181.760366 12.8721166 97.3544615
Slmap 29.9617361 27.1551672 25.7182872 18.6619239 11.935269
Exoc4 4.3240096 6.68006253 4.94798775 4.80894832 3.39462062
Abhd14b 41.4702134 102.964663 71.2338093 64.5376071 22.9578438
5730405O15Rik 3.01429456 1.32774077 2.51887749 1.28244201 0.5302333
Elmod3 4.28909099 3.02416498 1.86423435 2.38407676 0.67806071
Il1r1 14.4411189 12.1324929 9.2826169 5.81456379 6.90192573
Dtx3l 11.4916565 8.64775817 11.6201172 7.49961311 2.18874039
Ccdc102a 11.0950444 7.37844229 5.60867455 4.31353542 1.8825379
Etv6 19.5752992 17.0743768 19.076413 11.6058622 7.55984632
Pycrl 35.8110017 30.1248121 26.822893 24.7355611 13.093327
Nabp2 40.5403469 35.191002 24.2802732 27.3739262 13.3624057
Phf14 6.0957291 4.53552967 4.23535717 3.1571358 2.2369094
Anxa5 98.2527835 96.6735933 70.2680725 40.3417466 42.8856744
Ybey 1.96125382 2.04954327 1.49560327 0.96649599 0.87827626
2900002K06Rik 1.78555817 0.73149445 2.30038027 1.14037701 0.68432359
Ttll10 0.5370707 1.06537553 1.57048068 0.70068678 0.81546067
Ipp 5.97311982 3.84397225 4.96080589 4.97501583 2.195898
Dnajc22 0.31223107 2.34658616 0.49563597 0 0
Tmem29 38.4448137 28.6619348 38.0778528 15.3969536 12.5471
Msra 14.8805198 10.8119185 10.6616747 9.85981616 5.20685879
Aga 16.2776465 15.9170924 18.4431651 13.8303862 4.90166664
Wdr6 13.5459277 19.3581462 9.62145853 11.2658212 4.20153886
Cln8 9.1667497 9.62624403 7.02347482 5.99535788 4.94865177
Blvrb 12.5900025 7.75468683 6.07340282 5.74473156 3.4435537
Dleu7 1.46873175 2.19118833 2.49337388 0 0.15692924
Elmo3 5.79659463 12.4832158 11.4455195 8.58916308 6.48948573
C920006O11Rik 2.97441017 5.8741987 4.5069648 4.01338625 0.65005797
Zfp758 12.520469 10.1582787 13.218098 6.90495593 5.72828672
Aplp2 123.785698 112.375686 59.3714821 61.6039747 33.3859104
Ufl1 9.7629496 10.53622 7.80059745 7.98263904 5.43670228
Gm20748 7.05845428 3.72246772 4.2923089 1.45080273 1.18191297
Zkscan8 3.5394141 4.13710706 5.2588337 2.66416878 0.94543741
Sh2d1a 2.14983592 0.43764625 1.76952328 0.43860654 0
Gm14403 4.16356962 2.30365575 7.9385429 2.11286176 1.30925154
Gm4285 1.38748276 2.70486576 3.18981563 2.19625065 1.07352036
Cdkn2d 32.5031492 21.4494908 26.5789015 9.42831382 9.17591229
Parp12 17.3682419 11.3858504 16.5502351 11.2545569 4.85513512
Timp3 23.1117695 28.4409293 13.1322178 9.09366004 15.6515547
Mapk11 13.4589236 21.9747882 20.0294167 3.92267275 23.4537886
Jtb 163.886495 138.433501 193.199095 145.359297 74.5722638
Tia1 28.1328145 18.8919089 20.3932328 15.9857555 8.70763015
Matn2 2.55804808 3.27488277 4.11949849 2.73991945 0.40106618
Prosc 16.4754401 27.0585216 22.0453109 15.9705576 13.4445392
Rel 2.04417448 3.58670073 3.17815695 0.85726871 0.56625707
Hes6 53.9767168 47.8676818 26.5512992 33.0965596 16.9885603
Ndufa13 123.322667 77.9753172 91.1334597 86.0897901 46.1907216
Kbtbd11 0.96339702 2.90835143 2.11330115 0.24044094 1.03435548
Mettl15 9.62139682 5.03651917 5.30084983 5.8255113 2.84638608
Zfp68 25.1005045 22.8045057 25.2338004 15.4008746 9.34470351
Zfp788 6.17902462 5.57356382 5.46948284 4.50078317 1.41863052
Man2b2 2.31678105 1.69986189 0.61545555 1.20297487 0.35000614
Tmem143 1.56339689 2.26631752 1.97664072 1.35252183 0.21683584
Zfp748 11.5310954 11.2689288 15.6823601 9.20147288 7.6110209
Vmac 15.7298847 15.6808498 10.4002254 11.4689058 4.52316135
Mnat1 21.9194581 16.6389436 13.7402953 11.9978587 6.32095953
Lcmt1 23.4838298 22.1799377 16.7172448 22.1286451 7.55805162
Chchd7 10.4151044 15.3245456 8.42783203 9.64808171 3.3835751
Prpf40b 6.39937441 5.83528337 4.14800288 4.73803362 2.43173262
Hexdc 1.09645548 2.04474069 1.6752454 1.35896125 0.68095022
Lipt2 40.9098557 28.5395923 26.7777178 25.4288298 7.78121326
Rrm2b 6.2436724 6.16225711 6.04920476 5.3606818 1.93417378
Osbpl6 1.15971541 2.53444042 0.70590577 0.73711099 0.30544703
Prkra 24.7586209 25.0751026 23.9752471 25.8896401 11.6351824
Scp2 89.0296227 84.1493203 86.4067386 67.5782533 24.4417295
Bcl2 1.60985301 0.91330443 1.77166743 1.42381309 0.22964365
Ndufb6 126.393443 74.8891416 135.92275 81.7323576 61.847754
Nme7 28.8361325 36.285527 24.9564511 10.7407602 15.468896
Fopnl 151.05999 110.655254 127.267082 92.3308408 57.5125809
Fn3k 0.91278409 1.91517937 0.69280613 0.57699204 0.05995576
Kif14 1.87381366 1.06846567 0.44755118 0.23210638 0.04766927
Ofd1 2.94353236 1.25338034 1.74930669 1.66715794 1.09138597
4921530L18Rik 1.46726302 3.13628246 1.73606823 1.19739586 0.71853977
Amdhd2 8.55819849 11.4449132 11.5569344 8.22544658 5.25074733
4933424G05Rik 0.71004132 1.05637021 2.07627445 0.9263521 0.11978782
Zfp516 4.89692488 9.45225207 6.00991634 5.59101301 3.42945702
Pias3 9.16545556 8.4872264 9.18944315 5.84189901 3.91719727
Fam120aos 47.0452572 49.0667051 49.3495336 25.5296926 14.6292211
Phf1 4.40293005 6.70360908 6.36416443 5.15141486 2.58167663
Dpysl2 20.0255211 9.13872918 9.27846859 13.4139676 3.87921864
Tmem51 50.3876875 63.8828078 27.2280202 17.3155964 20.5516177
Txlng 1.86710643 2.64967388 2.50612744 2.39038836 1.33148712
Akip1 41.1510559 40.626886 35.1883708 12.9830691 16.5419227
Arl6ip5 70.6175876 63.82412 61.2869235 41.4930304 23.2211915
Usp46 12.8199104 12.2255972 14.2302593 10.6187664 3.11114048
Tex35 0.43571285 3.70634716 2.62251036 0.1333403 0.11638628
Cyth4 3.17763876 2.29329145 2.01211155 1.90914065 1.23575453
Uqcrh 601.356881 592.416724 757.355965 343.209618 204.5314
Zfp827 3.69624384 4.71373331 3.01766086 2.03135278 0.89340701
Tex14 2.90837732 1.74942106 0.95123642 0.01224832 0.2138193
Nicn1 8.34139063 5.98969778 2.58423604 3.53012568 1.36669476
Sirt4 5.36781427 5.04072094 2.35091699 3.1966074 1.07537553
E130307A14Rik 2.35138304 1.56937211 2.61281172 2.15876657 0.91073659
Krt8 653.923313 567.420853 477.459537 266.113766 407.984383
Pex10 9.81936794 9.23361847 6.85609693 6.61584838 2.82386883
1110001A16Rik 40.170056 25.2807963 29.2545881 27.3430448 10.8452316
Cmtm8 70.1761133 99.1367479 76.9000476 92.8431937 26.2269471
Efcab12 0.89471154 3.13128945 1.58596386 1.73671684 0.92182858
Pex7 43.8302433 56.8008917 44.7626794 43.0847558 25.3837607
Sh3rf2 1.55395749 2.49387009 1.1360051 0.97613793 0.41508834
A230072C01Rik 5.06642386 7.32823836 5.98088418 4.05297552 2.68291252
Aco1 17.5447982 18.5304024 26.1309404 19.087915 9.19556672
Msi2 13.3215843 15.0107081 9.67895371 5.12743203 4.42184214
Rnf182 1.66048284 4.00036028 1.15318542 0.13858748 0.42338202
Rab20 164.022754 208.293551 168.860497 118.74452 62.0285652
Ccr5 2.0726887 2.46748128 1.87800183 1.75967265 0.42863244
Phkg2 3.68971429 4.5662169 3.97367348 2.20921745 1.67120957
Mmachc 7.50103372 6.20822751 5.56918487 6.2041236 2.89717401
Zpbp2 1.90979933 2.06193067 1.17896243 0.3287542 0.31883733
Ccdc130 7.26990727 8.85529966 8.77437805 5.47641744 3.60997068
Cdc42ep5 72.6083858 68.2135508 54.9335601 51.762425 31.7536514
Nrep 41.4021477 23.6185166 24.4724532 25.4537699 15.4970333
Gm14295 1.8901939 2.03099908 2.71755449 1.37001814 1.31540461
2610301B20Rik 17.8577809 10.8791668 9.06630042 9.52602463 3.79964372
Tbcd 1.88367099 4.20160539 1.77512089 1.48450151 0.4274637
Fuca2 59.2248804 36.2213704 29.7496067 22.2884004 14.0886264
Tcf3 29.4895828 26.3168894 19.4757315 16.4907774 10.8875801
Rab27a 6.07998586 6.44581781 5.10152491 4.29224701 1.89963086
Coro1a 3.3483773 4.48882005 4.65081577 4.64862511 1.07983434
Aifm1 18.9424432 13.0206012 11.3293728 10.5484873 6.66904443
Suco 62.627206 47.6491867 40.3109003 22.7596327 20.3794066
Eltd1 1.33409204 2.36942917 1.91184795 1.00609248 0.52181075
Nop10 357.209931 235.24651 424.780111 298.401384 138.049864
D10Wsu102e 38.6363929 21.6404785 22.9562742 14.4854529 15.1157878
L3hypdh 7.07575517 4.11438814 4.00205453 3.89768152 0.88883618
Setdb2 3.43898165 1.83958558 1.67183207 1.95356278 1.20567589
Jazf1 14.5873792 16.7266194 12.4161503 5.48838643 10.3232898
Ep400 7.8328914 9.74964635 11.8443593 5.25066621 6.05911391
Cdpf1 25.6651493 22.4777103 24.5653191 24.0158866 7.41590885
Arl6 16.3901038 9.17301864 10.6965376 7.00348512 2.93424115
Nudcd1 24.3858044 13.7704308 15.1181432 13.5301911 8.11074243
Mirlet7b 2.30158904 1.20481439 2.13123466 0 0.61479339
Hist1h3e 3.49065005 1.49502515 2.05690936 0.29133719 0.7628823
Khk 2.16010073 3.34640702 3.189538 2.35834457 0.42105366
Zfp119b 25.8165413 27.505271 17.825825 9.90991826 8.15403351
Ddx51 6.24395872 6.80473996 10.4421409 4.39819361 4.1948294
Ppp1cb 234.933863 169.596189 171.64101 108.298266 116.826021
Gapdhs 1.08933726 1.2052718 1.65061454 1.18193972 0.87294125
Prdx3 130.37825 164.24455 226.45413 102.213688 109.469387
Mx2 1.02229546 1.94340935 2.11746018 0.46927643 0.34493358
Naip6 4.12375188 3.49764535 7.6460626 1.2143612 1.13010119
Crebl2 1.56857771 4.21993841 2.73827797 1.25122201 2.51396191
Mars2 2.28535067 0.62184643 2.87048666 1.08023221 1.03354405
Hdac7 5.94267816 3.94358097 3.29926011 3.24697062 2.0860832
Gm3219 7.98951163 11.0208601 6.59835896 4.95610867 3.89335215
Ltb 2.02483785 1.21581726 0.93748374 0.5467561 0.09544738
Pkia 2.55037569 1.16816604 3.0504092 1.21950963 0.14192677
Mycbp 66.7486654 45.2738417 45.0955859 35.5590284 24.1404729
Gm10767 1.53950115 0.86787477 1.53521141 0.90601987 0.25306265
Enox2 4.52562894 4.58356593 3.68960288 3.08607179 1.83958795
Ddrgk1 25.8832955 24.0908163 22.3221505 18.488401 11.0590218
Prelid2 39.0909852 37.2011404 28.5243976 6.45006055 45.6891686
Gm4944 7.46994558 6.03333025 6.92942417 4.58838166 2.66641434
Lyrm7 2.18369419 1.73813819 2.32676078 0.7140434 0.83899556
Usp25 15.9445758 15.0028468 16.9537713 10.3920828 7.54316515
Cbr3 9.16428199 8.46828623 11.4871174 7.38753227 1.61205463
A330069E16Rik 4.38643652 3.38685211 3.24941607 2.01355805 0.99593771
Ssbp3 33.7182194 21.8601221 14.9875714 15.9465395 8.37427484
Dcps 26.7073 23.9726783 32.3165859 28.8819101 6.95890502
2700046G09Rik 1.62929876 4.18124189 6.88116492 2.73627938 1.27379495
Guf1 5.27857316 3.26947494 4.88787436 4.46991666 1.55012007
2810410L24Rik 1.83372062 4.13956438 2.26399464 0.66638902 1.07147646
Psmb8 118.906024 52.5025207 75.3454477 57.6668977 34.0549287
D730005E14Rik 4.93562275 9.42607764 11.7187379 3.85078789 5.28804124
Rabep1 16.3059286 14.8618954 14.9320046 11.4705356 4.5001334
Rars2 4.99478929 5.89662104 7.18021747 5.22698244 2.85498588
Camk1 10.7321888 7.14150788 5.26368393 6.47128165 4.22724043
Zfp110 27.8743683 31.539386 30.5412913 20.5807684 8.93780352
Klrk1 1.22779373 1.69489908 1.9070872 1.19994119 0.20630024
1500011K16Rik 58.1356986 34.7256922 64.8524283 44.4409559 14.6269277
Gamt 3.86849006 2.76635084 3.83802852 2.66369841 1.05179165
Oxld1 14.4914866 22.2518806 14.8353228 17.8131112 6.25798945
2310039H08Rik 67.9956297 69.8846897 92.6475921 57.3139025 25.2836762
Rps27 5.44375843 6.32265638 12.6020832 5.62255445 2.72647501
Hemgn 1.46796877 2.03931786 1.12404945 0.07775298 0.09048907
Gm16845 0.94509695 2.19255583 1.39227561 1.2226374 0.92948012
Rnpep 55.3208249 50.2032176 32.9348772 21.127454 21.5525026
Zfp251 7.03482267 10.2292318 10.6156247 5.87762806 4.07142708
Arxes2 3.00651296 4.58846519 5.76402101 4.04315484 2.00207067
Casp1 35.4289549 39.1564676 41.2677273 35.5340872 8.84197227
Ly75 0.15130322 0.95043363 2.21831914 0.72927242 0.24249391
Ccser2 11.1828534 10.5465201 7.03957549 5.2723531 3.97821873
Dnajc1 7.71174005 10.5654628 5.80421883 3.56442551 3.42781515
Wbp2 115.891526 223.303454 166.622182 137.250249 90.7736439
4931406C07Rik 5.381441 6.87079658 5.36800411 4.29793212 1.49006448
Islr 10.2178826 8.39277285 6.92311896 8.00806146 2.01928953
Pacsin3 46.7035783 78.4959161 77.0646496 35.2626544 36.1610556
Zfp54 36.6430038 33.7191251 41.9313696 13.7162262 12.4873846
Fkbp5 10.7166714 25.5219562 26.3247511 9.22387678 7.2906953
Dguok 26.3784222 21.4044502 22.8483716 20.9274591 10.4985663
Fbxw5 25.4875701 21.445594 14.8722656 17.3594482 7.88624325
Gm10012 63.6339874 54.9210753 60.2226568 33.958404 37.6478315
Iqsec2 1.38860187 2.05677501 0.95462627 1.0044295 0.89357774
Hspb11 33.5974358 20.7932859 26.1416201 18.1001699 10.4701843
Specc1l 9.62272523 11.866617 7.99130238 6.1841274 3.44162063
Pfdn5 121.286048 124.159855 137.959199 105.611021 63.664666
Apobec3 35.881015 41.7924585 47.6891562 22.8133371 20.3801882
Acn9 41.9726147 26.1609015 30.4120728 19.4848962 14.9171231
Ehf 74.2643266 76.614331 47.102213 51.7088317 19.3925481
Ly6g6f 0.12211927 1.63010936 0.56540245 0 0
Zfp94 2.59866131 2.29073262 1.24856166 2.02566968 0.19645653
2310043L19Rik 1.68167681 0.14671809 2.07627445 0.25732003 0.74867389
Ppp1r35 19.9315814 22.5758351 22.1861755 14.345797 5.56522233
Noc4l 18.2938138 19.4873853 27.4531037 11.6862077 15.0441961
Vsnl1 0.60630703 1.50757379 0.37428708 0.12369792 0.10796991
6330418K02Rik 5.80832862 2.62587751 4.72648982 2.18149043 2.04516288
2700054A10Rik 1.34982798 2.07267977 2.20819047 0.37177654 0.02403746
Fbxo4 9.87826522 6.77576984 10.8643903 5.71594946 5.7777376
Dffa 7.85091823 8.49557325 9.85969985 5.38332599 5.54424283
Zfp58 11.4721709 11.1786244 11.6725527 8.1975172 5.13934953
Pard6a 9.94831933 9.31644437 8.9584438 6.99667977 2.0478772
Nme6 47.3341434 28.3748481 37.6448815 19.8008388 23.605067
Mlh3 3.18369523 3.94317016 4.23851845 3.93764112 1.01087527
5730508B09Rik 65.3744137 57.8168103 43.3204799 17.8899755 23.4718373
Cutc 13.5608406 11.7833242 18.8818484 5.67572959 5.19378203
Lace1 4.48930453 4.60495114 3.36406585 3.54978079 1.85074093
Dact2 3.85373459 2.35151117 1.91323012 1.79033912 0.57671078
Ifi35 31.0235023 24.8869472 46.9315633 19.1055074 11.6042251
Hist1h2ai 1.82526358 1.82408285 0.61460542 0.7617022 0.39891174
Rwdd3 2.96067223 4.22679576 4.20131361 1.9415322 0.52380686
Klrg1 0.04780916 1.53914155 1.77082059 0.52671372 0.15324762
C2cd4b 4.02057033 1.34748978 3.40516816 1.80059527 0.82511744
Ccl2 0.56635462 2.09646673 0.14983867 0.29712056 0.71319084
Tmem9b 175.897406 171.239161 93.6056814 53.6518618 67.5780159
Acad8 12.6142724 14.3029641 10.0360515 13.1905863 5.32792312
Serpine3 2.04658655 2.00874011 0.86141201 0.68325013 0.82001685
Rmi1 10.1425455 10.0111157 11.4789094 7.98366852 4.56932458
2610306M01Rik 15.1992429 17.0351899 9.22710557 7.29554535 4.24528507
H2‐Ke6 10.620576 8.92362525 10.4608838 10.8063734 2.71044801
Rn45s 13341.6543 23947.0353 21736.3678 13047.304 13675.5107
Tmem134 71.6167929 54.4449825 45.0200492 47.2407 26.6282131
Glrx5 172.986278 189.346945 183.75215 193.707749 90.1300323
St6galnac1 0.08178724 2.05503458 1.81760816 0.10011671 0
3000002C10Rik 3.21466075 4.72781233 5.05570663 3.3260996 2.28984078
Mtmr4 14.3209086 11.6676706 8.29603935 6.63700619 7.55584526
2810021J22Rik 2.61273327 2.08293493 2.99949931 2.57004425 0.99344679
Hist1h2bh 5.47709728 3.89746387 3.16981533 2.04280133 1.09726903
Ubl3 102.05984 93.4239369 100.800128 47.7925717 35.0734209
Itgb2 1.54940422 1.7175551 1.49802017 1.06686214 0.4929947
Morn2 3.62847113 2.21596464 1.30663021 2.40589585 0.56538186
Cmc1 43.7684544 31.250828 35.6797147 19.8891197 10.469157
Mir429 2.35704902 6.16923031 1.45505981 2.16396841 0.62960768
Rdh9 5.53501739 9.84996048 8.16920624 2.99570868 2.42111924
Apip 17.2204029 11.9144929 15.3576524 9.07118072 3.50645145
Xpnpep1 59.9864768 64.7725134 41.7018063 28.2368836 32.2126371
Trim21 7.35540859 7.89750405 12.8821295 8.00421374 3.7286388
Endod1 19.3009095 28.6608363 33.9614865 21.2557855 14.8238101
Tmem64 31.7072859 31.7882079 20.0724273 17.1129636 15.8859931
Pebp1 230.778763 227.778213 221.411601 173.987088 99.3421849
Usp11 1.95785673 1.43384738 1.15052218 1.45180791 0.42240423
Rcbtb2 11.7367512 9.37511819 10.2573037 9.19162794 2.41229873
Sox7 12.2197042 12.0250879 35.6282487 16.516437 5.15214175
Oxa1l 19.7899721 25.0163019 21.8758538 19.0902891 8.10464602
Mll3 3.31873997 4.64251086 4.18602194 3.96877639 2.14684242
Rac3 59.7672999 82.6968726 81.502921 39.154178 50.9001017
Ncapg2 8.33414082 2.88433003 8.90596192 2.62904905 1.05242871
Eny2 54.123823 47.0517468 45.891592 26.9401744 17.9426526
Zbtb46 0.54766866 2.0887304 0.61580366 0.48484835 0.40752651
Cox7a2 211.029871 144.649632 203.979508 133.952706 93.6336848
Fam69b 11.8201213 5.52454193 10.6846423 9.26468433 1.67533093
Tubd1 4.50496213 4.45257492 3.85063654 1.53289808 1.08554098
Rpl18a 458.300278 594.14801 672.513766 443.713538 254.72971
Nuak2 1.04105507 0.93188469 1.56168057 0.49700339 0.73414025
Srpk2 5.96794362 5.24298306 4.55045312 5.60000237 2.28159416
2810403D21Rik 5.25586752 3.92313939 6.60930152 3.27645632 0.93595411
1700010I14Rik 3.43767692 1.88131959 2.73307959 2.29532752 1.1965228
Fez1 2.23292945 1.95254939 1.59773493 0.27954767 0.04066727
Eif3e 95.8497578 86.1938756 95.0642222 64.376539 40.3884544
3830406C13Rik 53.1803039 52.3829171 56.362567 38.0681969 17.1941105
Lyrm9 2.29718598 2.33070664 1.12333036 1.03080783 0.53777692
Ablim1 8.40846329 5.8784313 6.12984831 3.29271164 2.5267982
Pde4dip 2.90744562 2.17856143 2.19191886 1.39369413 0.97593952
Tonsl 3.13115315 3.71224305 3.08599266 2.54734797 0.84466503
Ptpn6 4.84352383 5.9490835 4.05907348 3.27917537 1.84310465
Nr2f6 112.606299 116.953364 103.618233 79.7904001 47.0976636
Gtl3 59.2146331 52.1938815 44.7520848 40.5300916 23.6248849
Lrrk1 5.09165593 4.00486833 2.26828481 2.85132499 1.85782412
Enthd2 3.98920015 4.51426046 3.36800008 3.89939996 2.48218128
Nrarp 1.01299712 1.53116702 2.79060694 0.39525688 1.8061794
Rspo3 0.46268728 0.83346404 2.97388476 0.07496218 0.26172339
Amn1 26.7323479 26.8736958 24.518537 14.3407683 12.1102923
Mkrn2 28.3263276 26.5623922 24.1809504 19.3774999 10.5448044
Zufsp 6.45496419 9.96367229 8.37828854 7.31910749 3.49267139
Tarsl2 5.30840303 3.67121354 2.45774817 3.09283526 1.07983434
Phactr2 11.7648824 12.0643649 5.40639691 5.31325099 2.81426793
Mir3101 3.70520963 16.2923764 10.2928947 2.72135422 4.75067615
Fam185a 4.29525405 2.525341 4.05570775 3.7102954 0.98343004
Gpr85 1.61316616 3.19269689 0.16370039 0.24345561 0.08854191
Fam69c 0.66635261 0.1902633 1.62672037 0 0
Zfp120 13.8351949 14.7388274 15.0372758 10.5386037 6.74906849
AU041133 8.36809076 5.69588124 3.64510712 5.0005142 1.58716591
Atf3 3.20118112 1.65844896 2.32249931 0.66656652 1.63965645
Nlk 14.8524845 23.723133 11.7788321 6.48500647 5.7883016
Chd1l 2.98896001 2.91227299 2.8283364 2.38357489 0.92661231
Alad 5.03154744 3.43886654 5.64345627 2.537407 3.62315206
Zfp429 18.0680026 14.086308 14.0264328 9.33992338 6.37787625
Zfp960 6.83749431 2.92324835 7.02989343 3.79771074 2.47637858
Echdc3 1.54751802 3.9844648 5.76523283 2.01548419 0.92286866
Prkab2 8.18780894 6.14070793 3.07522673 1.3488618 1.92546766
Napb 3.19613209 1.62224196 2.20741202 0.82679649 0.26885765
Ift88 4.46887512 2.62758318 2.3926495 1.84723297 1.42566573
Dolpp1 18.3105175 14.5002038 8.39082165 6.7988217 6.48523065
Sult2b1 3.38687472 3.56088408 1.16942747 2.31890043 1.65604556
Fam178a 8.52112048 5.52980034 5.42411612 4.83831465 2.8255475
Emd 14.4136351 12.6537874 19.9738505 9.37332136 9.30447087
Arntl 4.23831132 4.03227512 5.48199287 2.20291191 3.57607638
Zswim3 3.44368163 5.9983089 3.32353192 1.84797055 2.15714972
Mtmr10 22.1381471 18.5044907 8.06293228 18.0126985 4.57817322
Dnahc5 1.20685056 1.8460679 1.59701573 0.04984038 0
Tagap 2.4380183 2.33050898 1.27601555 1.07049369 0.62858426
Dgkg 0.05922951 0.33485305 1.55761443 0.11963083 0
Rcl1 44.7403549 48.4214435 36.3716531 27.0626074 12.5788841
Fam53c 13.3483592 13.6049795 9.93147414 11.8803075 6.2358596
Tnfrsf10b 14.2977501 11.1461438 7.74994422 4.68939239 4.22464973
Rgcc 4.13815973 1.96078928 3.17120256 1.89958861 1.31501211
Qdpr 30.7814144 25.1982522 24.1280022 23.4926662 9.14692597
Ubxn2b 8.37353902 3.36317512 5.16492455 4.83004453 2.47215756
Trim34a 14.7610956 14.765981 18.7708355 7.12404123 5.65109501
AB124611 3.29301569 1.3712023 1.66324358 0.6871055 0.15993095
Hexa 18.7068386 29.3499891 22.8588726 22.9206606 9.83504592
Gm5547 0.71036699 1.00401199 1.71025004 0.52174111 0.22770125
Ccdc17 2.14876261 2.81203558 2.17060345 2.33142478 0.70441878
Mid2 5.67681205 7.38295024 5.14435952 4.43255058 2.92380187
Slc25a38 18.8499318 16.1613543 17.0727938 9.1641302 12.560295
Sh3bp4 14.3632608 16.1295223 18.002057 10.8557806 3.61377326
Aarsd1 6.84893964 3.87971925 3.71460505 4.58118444 1.92094107
Prdm9 1.16853317 1.96826975 1.97211069 0.44988862 0.66454545
Camta2 2.7925815 4.61689956 3.10566187 3.23376759 1.37194048
Pik3c2a 44.6151102 34.2361597 34.6977123 15.8273041 13.7953917
Sirt3 6.66608382 6.72974894 5.75095067 5.58784733 2.9861393
Atrip 4.15813261 5.15629642 5.91641348 3.42179609 3.29148713
Lonrf1 6.48798234 3.60907822 3.33E+00 2.71165983 1.75521165
Marcksl1 319.459888 287.686122 205.331569 166.633227 206.712275
Cirbp 62.2003217 76.6030773 57.019577 55.0077555 27.8345747
Kxd1 71.5397976 88.2605804 67.4861765 54.0600596 25.0543472
Arl2bp 136.042309 157.622467 130.759799 113.431296 72.3267638
Zfp445 17.8175743 16.67935 18.4696673 13.2141116 7.51480361
4632415K11Rik 5.32030101 8.11634868 8.02317943 5.74508113 2.72047267
Zbtb38 1.19552107 3.11658476 1.09227296 1.75614156 1.41788697
0610040B10Rik 2.66775094 6.51695056 3.43096489 2.04101566 1.90027046
Maml2 3.46294361 5.83861021 3.13777639 3.43283386 1.76206053
Rbm48 7.27684089 7.55982248 10.3924368 7.09187245 4.30619229
9230105E05Rik 0.60864244 0.59169773 3.78412554 0.63861112 0.1625787
Dnaja1 129.860238 99.1017058 174.887006 78.1719574 65.3082589
Arl15 3.62826122 3.59544431 3.32377914 2.95697281 0.80850543
Parp11 3.95753003 3.90497037 2.07553107 2.94204406 1.16470659
Letmd1 10.0889741 8.16017656 4.21453927 5.59465687 2.08705548
Magoh 134.820878 62.4898384 95.9406129 53.5677093 50.7962922
Naip1 8.11344841 4.2216822 6.55550449 0.36853258 4.19151244
Decr1 15.6032025 10.3482115 9.01999394 9.42863246 3.53210123
Mcts1 75.4847639 61.7261071 62.8665566 37.6578263 24.9952813
1810064F22Rik 1.13313101 1.02320249 1.91490169 0.83224734 0.49941947
Zfp790 5.4907522 7.20825139 5.4046227 4.92189236 3.49922732
Zfp146 2.5699188 3.00164964 3.24234633 2.65432579 1.23564385
Abr 9.74634284 9.86842884 12.2518745 4.71651358 4.50417494
Fbxo33 52.5894618 69.0801622 55.1630654 34.6779183 21.8522832
Tnfaip6 2.56610646 5.30916022 2.86649509 1.64539093 2.57859936
Suv420h2 12.9839829 14.6855284 10.7531198 6.69684483 6.99103976
Scrn2 6.61567865 4.35138003 4.37572334 4.25951095 0.75735417
Map3k13 1.22472394 1.98437904 0.32402137 0.20524746 0.07010239
Nxn 27.77712 25.3770655 28.9086461 20.3004246 11.4552594
Slc25a16 11.8547834 8.99870919 10.6889685 9.66379654 3.95965303
Pltp 1.58876763 0.65210746 0.70215095 0.53040791 0.49190279
Cd274 1.82836513 4.6165785 2.0416033 1.02032082 0.43092994
Matr3 106.989751 85.5776535 108.46882 88.5596331 46.0758222
Gng7 0.03731713 1.11346223 1.50314548 0.71946532 0.13456851
Klf15 7.27732891 8.45969824 3.55360618 4.3584374 1.29846292
Leng9 4.66900262 8.39270852 7.11042096 2.86949894 3.71058729
Gm11627 0.86692054 1.51269163 0.53516971 0.17686793 0.84908688
Gimap3 1.09446192 1.31293876 1.57648438 0.39075855 0
Ppwd1 9.42620364 4.97762496 5.69139941 5.54162495 3.3351112
Hdac10 2.26613635 2.06332815 1.83052441 1.2837146 0.69547791
Ddb2 4.49500941 5.96273022 6.77951496 5.59618429 1.4462894
Ppih 8.834289 5.1307226 5.92958742 4.0313127 3.05795026
Ptrh2 20.3773521 9.57737069 15.226344 13.9498719 7.00546563
Arsk 5.68841372 4.38256588 3.15382324 3.51982648 0.68590566
Mical3 2.46743358 2.71657657 1.95402813 0.91705607 1.04430059
Zfp955a 10.281044 8.80910228 8.65169649 8.27494606 3.4652735
Tjp3 8.84262765 10.9301827 6.57441243 4.32579499 3.13786
Ythdc2 2.79523038 1.05677084 1.80225062 1.29263245 1.14486846
Agap1 5.80582102 8.31052823 8.04208716 4.77408639 2.14353126
B4galt1 42.7506842 65.2054314 57.6819718 29.2286045 42.9121716
Alyref2 6.60825448 4.78660548 5.83452694 3.38619409 1.60097413
Stard5 128.890568 146.519093 47.9593713 68.7823681 72.794072
Psme2 5.67348374 5.34582434 5.06813565 2.88012309 2.1929938
Ints4 15.5591392 12.3907583 13.4954106 13.0111603 6.28249097
Nat9 8.8872568 8.4736835 7.21413502 6.51680045 2.54350361
Gsdma 0.4305981 0.22540548 1.61705931 0.26355008 0.24921008
Xrcc2 1.66325305 0.97153384 0.77007287 0.37244039 0.26006812
Vaultrc5 2.26823268 0.44525749 2.97549187 0.69414253 0.60588334
Kctd8 0.09028964 1.75467516 0.29262366 0.20723362 0.03617684
Esrp1 45.212763 42.9090404 31.7865045 22.4821608 34.0809376
Cyp4f16 9.4191319 13.4686795 7.44014315 9.31062306 5.57058981
Neu3 1.32726576 1.22609067 1.55435751 0.5555114 0.40667267
Ankrd6 4.60285955 4.52837129 3.86102854 4.5489608 0.93297481
AK010878 29.9681947 26.0429651 32.894745 16.5904245 19.967558
Pex2 96.401133 88.4790523 79.2238246 55.5877497 33.6382892
Mpnd 21.0186437 18.801221 14.5793729 13.3947175 5.55273836
Maged1 36.0891727 31.4260861 29.2928601 21.4069317 13.4061595
Top2b 18.5922197 14.762345 13.7214232 11.3830194 5.86307485
Cab39l 28.5797691 25.6781769 21.4538675 22.138221 9.75632768
Ptov1 36.2248684 39.9738603 27.0016755 35.83285 18.2887156
Sult5a1 0.67460369 0.52970288 3.2795292 0.87740214 0
AI427809 0.28639302 0.38229179 3.42102006 0.42069244 0.29835164
Plek 1.31468794 2.57453354 1.78940195 1.48329338 0.55849581
Raly 13.8070352 10.8691656 7.53992718 6.40301258 5.8725785
1110006O24Rik 4.2455527 6.00054041 3.22367743 2.72844108 1.2247837
Atp6v1d 191.380122 208.413664 246.893207 188.483695 80.3133812
Cnnm4 5.86364384 8.47077598 11.6236478 3.09671342 2.37222764
Slc26a2 3.00483581 2.717304 1.56316288 1.2398611 1.74507105
Bcs1l 6.9882401 4.78730922 8.91413076 5.49924833 3.31430441
Dbt 15.688839 21.2782225 40.6663138 15.2766178 10.5880045
Nlrx1 1.63848466 1.06783486 0.83446583 0.45127985 0.65650047
Slc25a10 30.7473116 42.8582599 35.9592568 31.3268691 10.5951955
Fuca1 49.3158556 40.1640611 42.5303659 24.1092784 23.6328721
Ift52 26.0048498 23.4567265 17.4843521 22.0424567 10.9238712
Ptms 76.334376 83.0357034 53.6929667 50.2802589 37.1910076
1700029I15Rik 1.61237694 1.96940814 3.81553458 2.13820689 1.43564389
Brf1 7.85854117 11.8207379 9.79749073 7.99712659 5.04554571
Trpt1 1.8241032 2.19320452 1.68909041 0.94200723 0.31975705
Rnf150 1.07058943 2.03020866 0.93523462 0.27199493 0.52338373
Klra14 0.24423854 1.59814643 1.88467485 0.52320668 0
D11Wsu47e 7.0378736 7.18170326 11.4115517 6.21598941 5.23526243
Izumo4 9.03786742 12.3371452 10.1070812 9.63788775 5.18117453
15‐Sep 437.726444 474.92362 494.164442 310.418329 210.588124
Rdh14 42.8837741 38.2295299 45.0426021 35.0189481 17.5729835
Gm9833 5.42121274 4.75030734 8.29384091 4.97712735 3.02211688
Wars 27.7087477 27.7069698 37.0310955 12.7921583 15.1533881
Helz 3.03090677 2.89868499 2.21418075 2.08937682 0.91605994
Gm14326 2.69127608 2.79593434 2.50485851 2.05267861 1.17233617
Oas1b 2.62692707 3.54000308 2.36674943 2.4769212 0.14223581
Klhl20 4.58759471 3.602207 2.16889334 2.78809042 2.39475501
Leprot 278.693417 314.318401 220.585315 163.454037 95.4477666
Gng11 6.70036476 5.87293035 10.3166696 6.29455408 2.62223702
Col6a3 2.26174664 0.89741502 1.13072146 1.20391245 0.39526888
Zfp74 2.89946882 2.44225714 3.38455302 2.33929398 0.74633366
Mrps16 156.577184 99.7856652 114.582104 74.2554674 46.8101076
Tmem70 96.1232352 71.248911 85.5570127 58.4871186 35.4216119
Ift74 11.4135881 8.21114631 7.99801087 7.02351401 2.81804536
Fnbp4 8.49559537 14.1058333 19.9695324 9.90596145 5.74943238
Ada 1.60733038 1.20198619 1.7718598 0.31621369 0.92002531
Six5 3.38287068 4.36127606 2.79383723 3.12674347 0.89751646
Mir411 0 2.49778593 0 0 0
Hmgn3 155.620431 139.955524 109.170215 83.1999535 96.4840946
Adc 1.49677326 2.83134524 1.51198703 1.748935 1.52656052
Mina 12.8966813 10.412478 10.2842734 7.38273387 4.1095891
Tapbp 170.356646 212.024331 162.402664 90.0006267 60.276579
Dusp18 2.29479823 2.91839755 1.16024685 0.90476803 0.72203714
Ccnh 28.9096356 16.1698773 19.3745337 16.1187904 7.08754722
Trappc2 32.8189549 32.5299885 39.4673085 27.7044531 17.5557667
Mnd1 3.58142002 1.81618187 2.14180142 2.05502721 0.41853783
1810013D10Rik 103.422732 104.770861 99.6288907 61.6897341 47.3822679
Ms4a4b 2.85106751 3.58188062 5.9520968 2.42715376 0.45694103
3300002I08Rik 0.30190597 0.31607785 1.67736061 0.18478331 0.16128839
Ndufs4 117.372539 75.3382061 111.558696 78.4473817 48.1695025
Scd2 196.017893 149.490036 101.959893 130.77777 74.8821952
Rps20 1035.85261 1040.51443 1398.83856 977.833528 652.801577
C1galt1c1 72.6978357 62.0435439 81.3414158 54.9832735 36.5143211
Deb1 97.5021973 88.939538 89.5846832 58.2485605 28.3019005
Emcn 2.0085736 3.15428818 4.95975212 3.23731255 0.9657432
Cenpp 13.3021947 6.46130297 9.2811832 4.88501156 3.02438681
Zfp617 28.9780574 26.6097235 29.311706 14.2160295 11.1853607
Ccdc122 3.59971558 1.72566384 1.54383452 1.18278498 0.91093732
Tbc1d19 3.17809945 2.64785752 2.58343487 2.02684194 0.99149156
Lrba 2.65788497 1.9801905 1.34340448 1.3423487 0.85377581
Cish 19.7958669 11.9422139 21.264679 3.40767446 11.4381157
Mlh1 6.12457746 3.40969892 4.55560296 3.89453233 1.16664026
Hint1 785.710287 632.412511 656.057669 606.181652 299.935918
9830147E19Rik 1.35342561 1.81888263 1.9762796 1.57709293 1.04285447
Copg2 2.00469932 3.84266072 2.26580177 2.70659099 1.48834475
Gm5918 34.2637691 29.652388 30.9600967 24.2692522 14.0976986
Trdmt1 3.09118741 3.00975153 4.62562244 2.06604139 1.8033473
Ankrd32 7.78985174 3.43462253 5.58343233 3.99985254 2.6533707
Nudt12 1.97351166 1.34748978 1.3507167 0.99782988 0.27503915
Sema6a 8.89164319 14.7137127 12.2188932 8.97960048 5.05594879
Cxcl10 1.60065056 0.93099294 0.7136407 0.38098959 0.33254733
Zfp945 3.08420351 3.62873418 3.1296538 2.65062697 0.88438093
Sys1 108.523931 79.7365344 65.6048281 47.8437088 62.4944358
3110052M02Rik 4.0766639 2.2160915 2.5027895 1.61773198 1.19664387
Abracl 707.184544 858.909947 1067.84504 257.957502 434.510917
2210417K05Rik 7.02459851 4.68839352 3.03551077 1.18234779 1.59493077
Zfp354c 1.71321935 1.00176713 1.7101765 1.0485859 0.20447293
Ncapd3 3.82761689 1.44225237 3.01760314 2.30645031 1.67132637
Orc4 16.6893717 11.6953884 16.1697833 8.55110942 8.42963489
Ndufv2 60.4714377 38.7165303 51.0318734 38.0287067 16.72096
A630072M18Rik 2.57953818 1.76991911 1.6965836 1.2947811 1.13015161
Emc8 16.9870304 7.88881102 9.5480004 9.38158318 5.02129039
Nagk 13.2074308 15.5558314 11.7627567 8.92573563 5.36539093
Dcaf10 5.96696452 5.60105899 3.14775451 3.3782068 3.31091765
Uvssa 2.10073147 2.54415487 2.4892526 1.50369122 0.71331474
Zfp97 7.76498221 5.48554651 4.78621465 3.293597 3.12069389
Reps1 12.8779387 14.7863584 13.4240105 8.69003868 7.32562247
Slc22a18 4.24857965 5.7908104 4.08257408 3.42218238 1.89501464
Rdh1 1.20700299 3.93577862 3.74107472 1.49289715 1.50458432
Peli1 36.8441368 47.0465326 33.545287 21.2507701 12.8506812
10‐Sep 16.6837744 8.39261719 9.69254045 8.57216325 4.2333644
Trim30a 16.1904884 11.8300309 37.8487301 7.47975395 6.90297188
Rnf146 13.5635576 19.8935264 16.7416129 11.664006 9.48085666
Nfix 11.6395769 12.3520471 7.29877376 11.9279638 2.81025913
Med7 87.2782714 95.5063481 116.852213 41.3320209 42.1064203
Xk 2.68967508 2.51809313 1.58057062 1.05659559 0.32123351
Sh2d1b1 0.63709955 2.10821499 1.179888 1.29515951 0.58347453
Parva 40.8855312 29.8252479 18.7532686 23.6250239 8.93660901
Arhgef19 12.3819664 7.59703392 7.11038941 5.97464226 3.66125115
Zfp518a 11.3548424 8.9308628 7.90125131 3.71997982 3.07127046
Cbx6 44.280281 74.2180257 47.241912 33.8518685 17.8666923
Evi2a 2.61301195 2.20786435 1.89360571 2.32073674 0.63728583
Rps14 1787.14984 1503.11695 1869.10232 1173.52817 704.468775
Dus1l 37.6786242 60.1097614 55.134114 19.1307353 23.4597298
Cd53 11.6133594 7.74830667 7.54273509 4.89299877 2.31260609
Clec12a 1.73154351 2.65010366 1.57620565 1.77831068 0.23518199
Gm13212 4.00939863 2.6235033 3.09386587 1.84048188 0.56698847
Igdcc3 2.28157947 1.87294222 0.4993669 0.15234044 0.38229042
Iqcc 12.5430514 14.7255092 10.9944645 12.941043 4.80612289
Gpnmb 3.02192137 1.69873119 1.19243645 0.37832413 0.0275184
Pmvk 59.9722377 45.2545405 218.284092 42.0201667 22.0341786
Spns2 16.0921913 42.1189519 29.1813441 15.2312693 15.2596631
Lrrc36 0.07831668 0.96341743 2.41733315 0.09586836 0.1882774
Gtpbp8 9.65173012 6.1649724 9.81719033 5.87678948 4.44829416
Efnb2 75.7355487 53.267497 82.265625 16.0105605 29.0023335
Tbce 9.27471179 11.9864697 8.22064504 6.62642975 4.68495014
Greb1l 3.08983068 2.03699618 1.07561422 2.22529927 0.83775728
Dcakd 37.3997029 38.5378932 25.9648377 30.2492652 15.3662477
Ppp1r14d 3.60334134 1.44918712 2.5228227 1.61374105 1.5494119
Pbld1 1.98017997 4.50642747 2.23763186 2.95805461 0.61859036
Gemin4 6.24125799 10.7517804 8.16107936 8.97699619 3.65256453
Vps37a 12.0323183 12.7389432 14.6915648 8.10902978 8.24125761
Zmynd8 9.06152829 7.45325228 4.84783394 4.40219065 5.12850604
Nub1 20.535548 27.6401159 17.0755796 13.0136655 8.77259446
Sprtn 1.04782488 1.54872171 0.94173176 0.56587706 0.4692303
Gars 52.1966369 50.6689984 35.2203619 29.8346959 22.5428528
Cdk14 11.4860744 13.2208201 7.91853562 3.73043303 4.45853521
Gltscr2 42.8043331 47.7515067 40.954747 28.5313977 21.0103764
Pkig 110.119038 66.968163 71.9877065 44.2935704 35.5834306
Ppil3 26.8048049 16.0210748 19.6343807 14.6552438 8.36760199
Ndufaf3 13.8735272 12.6691822 15.6197329 11.614852 6.95459808
Tsacc 7.99893905 5.32272469 11.1731048 6.22347118 2.17286643
Ptgr1 20.3011676 23.0956161 21.8407658 4.43901505 13.41208
Myef2 12.031677 14.5343774 20.5682596 12.5245635 6.80844845
Khdc1a 1.40455947 1.28667998 3.90179884 0.06140492 0.61636978
Zfp566 7.93948466 4.66046701 4.42537693 2.65380287 2.37814581
Psmd3 62.9336845 102.027633 94.6134511 49.4964519 27.5039146
Nfkbia 96.1449102 117.553336 361.047888 117.009614 67.4812638
Ccdc66 4.11583789 7.88832495 9.52800022 2.98637921 2.25201717
Mpi 21.4526787 20.6916757 15.2251264 13.0507289 7.91148459
D6Wsu163e 4.89524747 2.97435188 4.10121415 3.74520598 0.77055203
Syn2 1.339808 3.02003819 1.82887565 1.32549134 0.57385072
Zcchc17 33.7381526 22.753573 18.4878187 15.6993787 14.6661554
Tmem129 18.0756109 23.2291865 13.4816738 18.4091609 11.2712121
1110059E24Rik 94.1642184 65.5834975 72.901757 39.9131952 25.3602271
Lefty1 0.69114634 0.82999994 3.53877077 0.41057838 0.81448625
Twsg1 38.5920426 21.5977939 21.4562896 24.3059228 11.5438965
1810044D09Rik 5.09885638 6.2161977 4.7214595 5.05074384 2.04298625
A430033K04Rik 2.42831562 2.3304454 3.82451032 2.3246705 1.03117796
Cep19 33.5451078 37.4476994 24.8852865 18.0911661 14.3469861
Rara 5.44614691 5.5902396 5.9347138 3.46378128 2.21376219
Rpain 8.97803145 5.74099519 15.1335817 6.61381058 7.45303934
Tmco6 7.43736624 7.81469829 5.35646397 3.62847229 2.18819023
Mgmt 1.91096526 0.81277161 1.47460274 1.02341526 0.25522558
B130024G19Rik 2.66317054 2.00636171 1.3996519 1.51987333 0.11535858
3010026O09Rik 5.31990099 4.44671626 3.23112623 2.31076393 1.87943416
Tmem55a 40.0708671 17.6521161 23.7832078 17.5933163 10.8869662
Rpl31‐ps12 0.67367448 0.84635722 1.87143539 0.24739584 0.21593983
Hoxd9 4.78219057 4.29143411 5.75095067 4.1908855 1.86633706
Zfp133‐ps 5.68109251 3.17952639 3.35783033 3.44015491 1.35607809
Golga5 40.1112563 61.0326503 30.2549152 20.4035924 22.5632562
Rccd1 1.42128041 2.73528908 2.19347157 1.02341526 0.96028625
2310009A05Rik 137.315672 103.76219 127.520318 98.931182 58.2054387
Cyp2j11 1.01155672 2.14455715 0.06244569 0 0
Gxylt2 1.71421747 0.33650347 0.99208623 0.327874 0.05723706
1700030K09Rik 3.11683395 3.7343289 4.40384912 3.82357556 0.62441932
Mndal 3.75958378 1.23449273 2.05714037 1.7258064 0.30127454
Trex1 11.3561254 20.8961651 33.4055881 9.8993149 11.0765545
Hist1h2be 2.15640248 1.18321413 0.69767509 0.6678702 0.47885302
Ppp5c 15.349489 14.1808808 10.6235541 11.3720776 6.41536451
Brdt 1.45347447 1.7017254 2.10295957 1.70375729 0.59277094
Ppp2r5c 25.380189 26.6417841 18.3822643 17.1867318 10.0850966
Fkbp3 31.3292138 25.4668438 32.7165194 21.0969746 12.0551549
Hipk1 25.4721769 32.3106252 25.1472804 18.6028515 11.8356701
Zfp791 1.98543309 1.51505926 0.62145779 0.25673153 0.0896354
Ostm1 37.9480453 38.3566615 25.6671293 19.2602059 11.9832609
Nudt3 71.1591398 66.2994763 54.0433073 60.3937569 28.5959631
Aip 17.0022851 19.3298629 14.1608252 13.2980569 8.34425244
Pigp 46.4092344 38.8721507 39.2433293 20.4817712 17.0404688
Atp5f1 449.226131 379.497914 367.659935 203.41749 134.41216
Gm20300 17.9521715 20.1990284 15.4999823 10.6686578 5.46880162
Tmem35 2.00599045 1.28145013 0.72411605 0.1560735 0.13622898
Dapk1 7.54851402 10.784459 10.0421192 7.50516021 4.55216433
Zfp961 41.4830799 44.8746816 50.4096852 28.3269145 13.4777277
Tbccd1 10.1848013 8.14877238 9.65444569 7.26768765 3.36520879
Nfu1 37.9661774 21.7150447 22.5732341 15.5473389 10.2873281
Glyr1 77.2929721 93.8242017 51.8100264 51.9216849 41.5471574
Med31 52.0682482 51.1164038 55.807998 28.3620896 27.7265992
Trappc12 7.91604684 9.30555748 7.18835076 4.31557323 2.8343433
Elf2 7.87121664 13.5282737 7.06296688 6.30914857 7.24495866
Cln5 455.149344 885.607507 1176.95191 580.763903 206.531132
Ehmt2 17.2420863 19.6775969 16.84298 12.7787076 6.5482609
Tmem53 13.1381368 10.6922536 5.82940016 6.97329171 5.42863204
Axl 12.2624656 12.2371367 7.82724295 4.40426878 5.28330507
Aspscr1 19.3439272 20.5803677 14.7815723 11.93556 13.3227139
Zfp108 2.77602023 1.55696272 1.90496143 1.54737587 0.15889757
Srr 1.53377048 1.67498189 0.96315597 1.19771956 0.72049995
Wdr33 13.5567839 17.682168 20.3205726 15.2904867 8.69876971
Bloc1s1 88.0950642 94.1233859 118.903519 77.2864598 38.0054092
Igsf3 16.0582673 27.7748343 14.48251 14.5713111 10.4158413
Kbtbd8 1.34585827 1.08945982 1.60598357 0.73881872 1.03403015
Acat1 15.0607489 11.476634 12.9613777 12.7442962 4.15208814
3110009E18Rik 2.75458009 1.36357551 1.44169838 1.15451391 0.23993314
Shprh 2.90640968 2.7727333 2.63278262 2.82301316 1.16452682
Dusp28 7.04163784 12.6036837 11.7853989 6.34435095 3.50485833
Tstd1 2.24867895 4.92530746 0.5479581 1.41253595 1.2329341
Fam118b 44.1300269 48.1973566 39.5537607 22.2373516 27.3176447
Zfp873 17.3236271 14.6044457 13.8885459 7.47070893 4.24875689
Vill 11.2750228 17.3375477 16.6964993 7.53763772 4.96580111
Erap1 17.5619921 10.1541781 12.7419232 8.71050299 5.3377054
Gramd1b 2.89675238 1.87422707 0.85835085 0.76592485 0.76139124
Bcl9 3.23814191 2.86987498 2.73127746 2.74722091 1.49869741
Cnpy2 135.681352 105.732236 112.991761 123.860417 42.1348072
Wdr5b 3.76291542 4.3889667 3.07845007 2.38137551 0.93682802
Ppm1l 2.75426205 4.83037939 3.74160865 2.58920955 1.17625492
Ank3 3.91819417 2.16128028 2.09101014 1.91628162 0.577106
Pisd‐ps3 78.5364672 105.485434 68.4208459 61.187221 36.6513919
Mterfd3 3.41248152 4.1172821 3.66086362 1.68109182 1.23390249
Cav1 4.38358303 6.40288962 6.3069244 4.71688284 1.75639382
Immp1l 26.8358052 24.2886796 24.7862963 20.3745368 11.3817247
Fam89b 117.133538 151.585929 85.5453912 75.2818186 53.7665221
Timm8b 324.821034 322.676499 463.486247 285.489164 167.580777
Dpm3 112.990551 93.5371369 113.744979 67.131228 34.2777747
Zfp433 1.6138799 2.00823455 1.44376845 1.43145058 0.87680265
Krt10 20.0747266 16.2278477 13.5086862 9.90198294 6.89438471
Cnnm2 1.13581922 2.5525422 0.8341469 1.04277717 1.16127639
Coq3 12.8027542 14.3639419 14.3278564 5.93428103 4.07979996
Scarna10 0 0 3.40197082 0 0
Ppapdc3 1.64459305 3.8178877 2.64846412 2.19916454 0.71624778
Dclre1a 7.1390313 6.91274824 5.24700139 4.21763145 1.60338235
4930577N17Rik 3.72185721 2.95351433 1.61319928 0.69066549 1.04705249
Srgap3 4.09499468 6.29829399 3.4996923 1.51594681 1.8759985
Nipal3 5.15204791 4.89118677 5.03508606 3.22879878 1.31033575
Fundc1 99.9912573 102.69807 103.088003 49.2774448 34.7846944
Mirlet7d 31.65616 20.8795503 38.6932895 30.8067866 7.1029527
Mgme1 7.37154673 3.57505415 4.99676246 5.44069783 2.23932869
Pced1b 15.2951054 22.7395025 11.9946533 13.0897138 6.88848042
Zfp869 34.8754581 31.4620142 27.2605934 19.6879181 9.89463372
4932416H05Rik 1.01266939 1.67313677 0.8595727 0.65854835 0.57481491
Asb13 13.6646901 7.60632819 8.64432316 10.4834243 3.53442421
Cdadc1 8.91189554 9.76448492 9.45207133 9.71959321 4.22921837
Zfp784 5.65208493 4.17558575 4.38958863 3.18040838 0.92534139
Arrb2 3.11625277 1.90600667 2.49072864 2.58994073 1.28803544
Prr5l 7.01106334 17.402197 17.7379187 2.67973207 9.96723058
1810014B01Rik 3.7033799 2.0861138 1.93828337 1.84783311 1.03224568
Col1a2 16.1285765 8.88090871 8.53585105 9.81338427 2.67231307
Skida1 4.24481316 4.82353778 2.94797185 2.33276754 0.53898343
Stxbp5 3.25555382 2.11048322 1.15792229 1.36577552 1.09997472
Zfp113 3.17491224 3.60094254 2.90258569 2.45216307 1.28422451
Pdcl 46.7525374 44.2889432 42.2779388 25.4100975 18.7600179
Rad51d 3.19547438 3.09649754 2.21494269 2.55216083 1.27294707
Ccbl2 6.53278279 5.24357108 4.03283495 2.37240052 1.18661145
Mrps18c 41.5692045 25.1943009 30.4330686 19.2012682 16.1352646
Peli3 2.01998006 2.37915077 0.06234898 0.24726812 0.16187126
Sfxn2 2.65962993 1.91299919 2.36877576 2.06897478 1.09005241
Ccdc126 5.80042329 8.90613014 5.10520324 4.87710773 2.02494695
Fkbp15 5.34669771 4.70535237 4.32513344 3.68153724 2.34689092
Pex3 16.2690286 13.5835934 10.5705104 9.03648016 4.36746153
Hint3 12.4614292 18.8338801 17.0917262 8.08586282 7.13283992
Adrb2 1.3382996 3.96453615 3.01361617 1.06112506 0.58497132
Itgb6 8.10360526 6.04234457 4.66772366 1.00759338 3.11908386
Mir219‐1 0 0.46549647 2.19581753 0 0.47506762
Aftph 26.9847158 42.234744 29.3224344 20.7940079 12.8001661
Paip2b 9.29913984 9.50458644 9.80983463 6.34000212 4.48055648
Cpe 13.9516891 18.8777269 24.6845963 13.2662769 15.5973728
Metap1 65.7233544 106.185789 80.6159646 44.5559031 52.031925
1110054M08Rik 16.4174628 20.4458695 12.586097 7.64146067 9.48466375
2810013P06Rik 10.8686149 9.39256188 12.2080092 7.08518258 4.81860989
Wdr34 9.89043958 5.63250727 7.17910342 7.05133115 3.2515739
Ifih1 6.085164 4.08226655 6.0833575 3.61236474 1.79904207
Gtpbp3 7.17328585 3.98664476 5.62874297 4.38332411 2.37024807
Apoo 6.20571193 4.66973063 5.31541079 3.56085207 1.98918082
A930015D03Rik 2.20364908 2.81977836 2.41842231 0.97410176 2.55073851
Sod1 97.5156283 85.5780776 94.4913145 77.516599 42.9833554
Sccpdh 81.8369382 128.757486 79.8011729 34.5762071 51.8767904
Kctd13 48.1399474 41.9171971 25.4829005 23.6004262 14.5019129
Gm10451 13.2175989 6.6514389 7.43823967 6.23504001 3.51113803
2610528J11Rik 112.534708 184.28064 120.70397 69.1610612 115.480371
Ogg1 5.11381363 3.05302933 2.9351093 3.95769207 1.42243188
Hps4 4.88056566 9.31974307 5.77115781 3.2606528 1.68927768
Churc1 108.788202 117.874779 104.8941 63.3364318 36.3921123
Tnik 2.54233141 4.06928688 4.21443713 1.22416425 0.88330456
Mknk2 61.9160222 58.4336943 34.3960103 51.1635888 21.8605453
Cox20 182.388944 126.411385 174.550339 151.411775 74.0702521
Orai3 23.915309 30.1943025 23.7486027 23.2160419 8.2732216
1190005I06Rik 1.51035248 1.46498207 1.06948878 0.89723123 0.42717252
Zzef1 1.90663774 1.74968224 1.77634745 1.4927177 1.08732965
4933411K20Rik 9.60225188 6.63407083 8.54441488 7.66407473 3.24659297
Mettl17 6.83055282 6.59381627 5.24601508 4.3897137 2.02847725
Gltscr1l 2.72582682 1.72005155 2.45982295 2.32963474 1.13585858
Trim14 5.92005561 6.29330421 4.25899664 4.13904294 1.27724184
Ddit4l 1.53382879 1.12909838 0.71015047 0.85811169 0.34569419
Numb 9.70568187 15.4753546 21.1161214 8.6055803 9.45931093
Rnasel 3.3578949 4.65985641 1.96714422 0.55365088 1.84515543
C230081A13Rik 1.68092797 2.52315282 3.57502854 1.77771677 1.5945206
Ranbp9 34.3510662 41.862778 38.1938953 23.0764443 18.0103963
Ppp6r2 0.7961805 1.15596681 1.55796314 0.56545992 0.40929576
Nek4 1.20139443 2.22628746 1.66870805 1.01474225 0.77019068
Tasp1 1.50989141 1.79880472 2.98911688 1.79250877 1.04306263
Smoc2 2.85531409 1.44645795 2.23884997 0.84561854 1.40238887
9930012K11Rik 2.79103404 5.15655705 2.46283159 1.05510712 0.94726473
Psma6 195.962108 138.360304 210.10582 134.091522 95.5519648
Gyltl1b 11.0569325 12.0406884 11.5837527 11.6825132 2.56544352
Prepl 3.29712478 4.81753056 3.98160033 4.11926643 1.86585066
Ogfr 26.4494965 23.4091013 26.2336854 17.2962994 10.0951868
Adck2 4.80933907 5.02062735 4.00974026 3.77252438 1.21082506
Snord8 7.24574328 4.65496468 5.48954382 2.41898153 1.58355872
Becn1 45.6578151 71.4998908 56.2820143 33.162736 32.9085489
Mir467c 0 1.16374117 8.23431573 0 1.18766904
Zfp865 3.65765414 4.28214412 2.92923612 4.00846263 1.46553198
Exosc7 40.5607905 30.2684926 27.6012358 31.9267072 10.5321162
2900076A07Rik 19.3191539 17.7477342 16.8286016 11.3570333 5.20126722
Mitd1 51.4689494 38.9555019 52.8675677 35.2203907 15.4773859
Zfp963 5.89210813 8.35902432 7.67002609 5.20038794 2.00726954
Skap2 17.5462813 19.5571 40.8215742 20.0540063 20.3099377
Anxa6 55.4336121 31.384713 39.4397215 28.1912252 10.5064747
Lancl2 12.0187801 8.8491426 6.98464517 5.00961351 3.2866313
Loh12cr1 24.0377627 27.756759 19.9828464 10.5398035 13.51625
Bola1 39.4490468 20.0182638 26.4236067 29.0725743 13.9066432
Arl2 24.7639327 39.1841964 37.3844883 29.7626588 12.8087851
Atp6v0a1 4.16175918 6.03977911 2.95402073 2.40846944 3.41288952
Notch1 4.24710972 5.68220634 6.62459335 2.90862836 2.35155716
Ufsp1 3.92841503 7.0432046 11.5192235 4.14760613 3.30544034
Klra18 1.11337031 1.87333945 2.79832844 1.46023885 0.08497144
Efcab2 2.20969476 2.76399991 3.83056821 2.4061146 0.55593019
Rps15a 28.8714784 21.9918521 29.710258 21.3754052 13.4562393
Slc1a4 2.32542958 5.68650296 8.29024588 3.53789912 3.82014382
2300009A05Rik 26.1719155 23.9754034 34.6355332 23.2270768 11.8846347
Ndufv3 41.9188505 39.0439217 33.6916841 22.4085165 20.8831179
Fggy 1.29798424 1.67976794 1.40223143 0.55169363 0.21188051
Amer1 4.62827414 4.69234513 3.48704018 3.71181403 0.9935578
Mrpl24 25.4937164 19.1545175 24.3067051 19.2416089 10.9580928
5830428M24Rik 1.94943334 1.38257389 3.26090549 0.75053742 0.2015716
Eif2ak4 2.62188767 1.6879569 0.94351534 1.25489276 0.29872773
AF251705 3.49246099 4.13592999 3.44602619 3.62687946 1.00936227
Gm12657 13.9358314 15.2880844 19.140434 10.9577637 6.67912036
Smox 84.4407775 162.170573 100.321292 24.1384841 127.293759
Gm14207 4.26307266 4.70726766 5.05778195 4.03616581 1.86824343
4930455F23Rik 10.7654319 8.23702875 6.6245128 5.46280282 3.22474695
1700011J10Rik 11.4276806 13.3033777 8.94982297 6.05483519 3.87260872
Ccnd2 4.21486054 4.26779036 5.39917705 4.05633148 0.41653823
Zfp213 12.9740534 11.049013 7.81346439 8.06025632 4.69027115
1700001L19Rik 0.93777872 1.52934127 0.5009816 0 0.37574485
Coro7 1.47698494 3.74345641 4.83010608 1.97391805 1.25849334
Stx8 3.38452482 4.54153962 3.48714443 3.58868641 2.21559312
Wdr8 3.50512831 3.26429399 3.50987708 2.20769861 2.3189238
Zbtb8a 25.4527456 25.7286518 11.3509679 9.40081986 7.57252238
4932415G12Rik 3.53262841 2.8976733 3.12512362 2.01255168 0.65716729
Manea 12.5688909 6.81547984 5.76710503 7.49019231 2.68739632
Aif1 7.7508751 2.69189958 4.07167308 4.31062508 0.59722786
Kdm4a 1.4737105 3.4508354 1.86418528 1.66707655 1.41293314
1810021B22Rik 2.29337746 4.61937627 2.12363087 1.83088051 0.55933037
Mdh1 211.521675 169.513939 196.975935 141.479842 57.8888572
Clock 4.7003344 5.77233051 10.1906723 4.97980892 2.86514435
Pnn 37.3148469 50.5108621 69.3844158 44.8894007 45.5087112
1110001J03Rik 93.7510457 52.0173831 69.9698998 55.7970178 27.7284363
Mttp 2.01106344 2.7750345 2.50577136 1.37116759 0.79393386
Mmp15 7.23896998 5.87554668 3.64087996 3.00818075 1.83188027
Rpia 8.20666296 7.10854088 5.86129623 4.25710716 3.68633167
Lig3 10.859474 12.9109693 11.7925928 6.0020852 4.27201257
Rps15a‐ps6 18.8354152 16.7782101 23.8901749 17.2924887 9.32262541
Acad9 17.3320105 13.3082264 13.2559927 11.5210718 5.38199524
Fbxo44 1.68710284 1.59507502 0.51011601 0.94830717 0.05518209
Ap4b1 8.4932063 9.57227102 7.61556303 7.03624369 3.39403977
Syce2 24.8402867 21.7423806 22.6498658 9.4187001 16.5944959
Cdc14b 6.74641207 7.14284252 9.33030091 5.32464535 3.19142703
Mettl5 19.9710799 13.1211817 16.417167 12.223416 7.07652802
Depdc5 1.57508698 3.6011768 2.45229089 2.24706658 0.68059651
2310003H01Rik 8.07187212 12.1278324 9.4904271 10.3711452 5.16813715
Zc3h12c 4.08304073 4.17451586 5.75001296 2.82119193 1.16733556
Adh1 4.39958925 8.1374645 1.90117635 0.80783828 4.19156359
Ift172 4.95599194 2.76474604 3.91921758 1.45024831 1.39147024
Rsbn1l 5.83547168 5.02457927 6.82783016 5.10952139 3.23668681
Rpl39 666.350919 538.428187 698.718612 543.994564 326.012137

TABLE 4.

Gene list of cluster 4

D3AM D4AM D4AM D5AM_mesometrial D5AM_antimesometrial
Stxbp3b 3.10840228 4.83062373 3.71784398 7.1344341 4.0996401
Gsdmd 3.15777325 1.15325702 1.59802599 2.69683751 1.17696932
Daam2 0.19417873 0.17788203 0.56938693 1.93128364 0.17289475
Prss23 59.5112257 93.5841257 500.244465 271.975144 155.865178
Iqcb1 3.85459479 1.58108637 3.78238529 3.22192974 1.06036265
Snord33 0 0 3.6820111 2.19035827 0.63728583
Gm5113 1.12548094 0.81442191 1.26696071 1.62084041 0.17684412
Bend3 1.75723349 1.33746547 1.88671873 3.6620637 1.56366279
Hrsp12 40.609694 34.5141748 38.3329212 49.0884116 9.62083612
Kidins220 8.75714934 10.1551432 7.37476679 12.8927925 3.92530875
Klhdc8b 1.3912416 0.93635253 0.8383963 1.90577735 0.42471334
Mapk1ip1 7.18869019 10.3148397 11.6490713 16.6959724 4.14904853
Zgpat 6.70036476 7.5042999 4.78558798 7.22443139 3.392259
Zfp874b 4.7024336 4.07247706 9.09296654 10.9835357 3.53278012
Emb 119.107087 210.071703 156.973317 241.739701 85.3817174
Mylip 7.82627719 6.33406023 10.7490531 11.3598065 2.10221003
Mettl22 2.13564558 2.02790541 1.42569265 2.64466716 1.67160121
Vim 21.4764779 36.9376778 38.7201412 42.4376939 28.8356199
Fktn 6.96079832 2.99778625 3.48168879 5.75330652 2.28684234
Hmga2 21.5029925 13.5368513 15.7469458 45.7195329 15.479514
Ell3 4.90840674 2.93646518 1.76754129 8.01125065 1.84180933
Tbc1d2 3.84756542 3.6872078 4.90934813 8.01045311 4.35782117
Alkbh3 3.28442303 4.15959476 5.64116404 7.24662805 4.37247448
Cers3 12.4766751 12.4743317 2.87901329 34.584888 3.37559579
Tlr12 0.12327352 0.12906014 0.01902488 2.07488255 0.09878533
Enc1 9.12936155 5.67860545 4.48144923 15.6522334 4.01048014
Zscan2 1.19811503 0.91836792 1.58490767 2.95944295 0.25145749
Mical2 1.84043846 6.29462389 3.99016096 4.67910457 1.03522197
Klhl8 2.37095931 2.13689811 1.35546435 4.16419678 1.27215387
Fyb 7.64903643 7.67017154 22.5118461 19.8820492 8.78440305
Clec16a 1.36815044 1.91894284 0.88972107 1.68755342 1.07962996
Hsd11b1 3.11391459 1.34655726 1.71334551 4.2675354 0.10849295
Cpq 25.9810109 15.6182968 14.7887711 21.8005753 4.93239601
1700125H20Rik 2.9428865 3.99133382 9.66159713 13.8775109 4.50217925
Nr2f1 0.24132615 0.52636319 0.84419794 1.55090335 0.0644623
Sostdc1 0.03724254 0.35091681 0.86214994 13.9160512 0
Inadl 4.60509433 7.26677616 9.46086231 8.19743076 4.29545696
Fam195a 7.5121309 2.88653447 6.21610109 5.35599862 4.09862256
Lpar4 0.5848582 0.56800018 0.5130657 1.89345108 0.2096711
Rab3ip 28.9452629 31.7506662 24.7376395 48.2964499 8.1785804
Sgsh 1.31207609 0.94735637 0.51670776 1.5784358 0.33839229
Klhl5 11.4809313 5.58923577 4.39421231 18.0593154 4.78413162
Ppa2 13.8931593 11.8392165 13.6127994 15.6719441 6.04132228
Mtcp1 7.05337842 7.30055917 8.66883715 9.47791213 4.08502094
Plekhb1 2.84838963 4.88175003 4.4635686 14.7348587 4.60901383
Mon1b 4.94430301 5.81848019 3.4659598 5.24745905 4.03305414
Chsy1 4.65351616 2.28066517 3.45594126 7.0106151 2.62788839
1700102P08Rik 0.17817402 1.30576423 1.6498629 1.58126047 0.28555977
Smim6 8.49424059 9.34812395 6.37913144 39.0535264 3.10864758
Calcoco1 5.93463322 10.0450973 8.57449639 15.7518612 7.43891287
Fcrls 4.51994634 3.18903658 3.15421303 5.29235737 0.28871513
Dbn1 2.31140875 0.80663648 1.30797795 3.32064161 1.45778871
Adap1 6.52388724 2.56129778 2.36606432 7.38701903 3.41993235
Rpusd1 5.70554418 4.14928737 3.0139304 7.73420694 4.11185946
Ctsw 1.00569976 2.1612336 1.66646866 1.70084639 0.76350153
Cd74 59.1744236 30.5418319 25.34889 61.7314683 12.224178
Cyp2r1 1.3644292 1.19740015 2.22959934 2.35794876 0.77180216
Proca1 1.42233031 2.50438946 3.47223624 4.59014935 2.55588261
Fam53a 19.0784074 22.7007963 17.2743858 21.5507342 9.99231085
Fyco1 2.29835193 2.89130035 3.01250469 6.32280884 3.6446612
Pdlim5 10.9420084 11.2977879 10.8678785 21.4975797 7.38753854
Mipol1 1.39034551 2.95817563 3.36395017 3.66465719 1.76108284
Gatm 14.4423004 7.73391672 9.42794798 13.4370473 2.28363007
Atp6v1e1 109.570804 129.585093 138.524353 240.125606 142.9701
Nrp1 3.83338986 1.60014411 2.35623832 3.92389858 0.89155426
Fam13a 1.39750185 1.34780366 0.15472509 2.24529155 0.31649042
Tifa 2.41072694 2.82739549 2.37357908 3.55800828 0.68470204
H2‐DMa 1.29794075 2.40890211 2.14880214 2.81655237 1.29225268
AI463170 2.29448537 6.0686947 2.12465678 6.20871925 3.09673705
Mavs 12.7396935 13.4715174 12.2512021 20.9516114 6.30890985
Lrrc28 7.02468094 11.8367854 13.1370285 13.9101373 7.4811164
Kat6b 2.44421625 2.77064615 1.56373812 3.50879254 2.07975628
Tln2 1.29520498 1.2322191 0.40807389 2.02296152 0.99915325
Pfkfb2 2.18253446 2.56528664 3.5900852 3.27320559 0.7549926
Rnd2 1.048726 3.14414281 1.32423206 4.63903365 2.52119217
Slc1a5 70.8627388 63.5137694 59.3121524 154.927742 39.8846651
Per3 1.50075617 1.37623683 2.50547465 3.98260338 0.51792186
Crebrf 4.61110431 8.58791955 8.81508929 7.8562535 4.01063389
Arsj 0.30043326 0.15264247 0.75276671 2.27148265 0.12745717
Tm7sf3 8.34835639 5.16375008 6.23540575 9.0202375 3.40809376
BC053749 3.12042959 2.34635892 2.00793533 3.1561529 1.20789698
Park7 164.43745 98.5532833 137.019743 155.475819 57.6394329
2810029C07Rik 1.03457645 0.28825523 0.61806532 1.71581801 0.53487654
Rasl11b 3.46713734 1.10055161 0.54647043 3.4201635 0
Nit2 13.7421212 14.6128246 17.2327282 23.2309694 7.43632278
Ino80d 1.28697769 1.77885782 1.65591162 2.31442839 1.23990225
Pik3ip1 12.4434254 6.34635845 5.43814818 14.4135926 2.25990703
Gpr64 2.08754826 0.80329473 0.96011737 2.65270017 0.49853396
Fcgr2b 1.34978918 2.55029437 1.4842363 2.05245732 0.37181877
Acvr2b 2.2618987 1.9566724 2.30748021 4.11802808 2.18123344
Gphn 17.9193051 21.6026516 26.8259261 27.5482071 8.54814221
Vps11 5.24974608 8.88834766 7.42469433 11.8045158 6.83619311
Ppm1h 4.06922331 1.64868494 1.21316289 4.25365478 1.63391403
B230216N24Rik 1.16251739 0.82588083 1.79412086 1.88046038 0.62105614
AV051173 0.94055321 0.24617602 3.29020736 3.16619096 1.00495073
2210404J11Rik 2.98194382 2.51416946 3.2817925 6.79930555 1.19479149
Mfge8 13.6496716 15.5107102 22.3816396 37.0877315 15.3871853
Gzmc 2.79279184 3.23455255 2.32747254 3.14092061 1.39875369
Tcf21 2.07274319 1.96138284 1.13191083 8.9292356 1.27768796
Kdelc1 11.5607642 6.08109844 7.43119831 9.09381964 4.49719774
Inpp4a 1.48295362 3.44819787 4.27018212 4.61144971 3.00541602
Akap7 3.38273894 1.88553645 1.91422133 2.79890802 0.83665446
Mblac2 1.22660483 1.46449675 2.17827815 1.94372427 0.9425459
Fryl 3.94567677 5.19635291 8.88664775 9.29625989 5.94103738
Beta‐s 1.12257995 1.44238342 12.0958963 4.59095438 1.63560055
Tef 3.59849162 9.53338438 9.38689828 14.9070144 2.80159884
Ptpn18 6.88184391 3.71095087 2.57202403 9.24879825 2.42517034
Gm10664 0.13376757 1.47049141 2.04379939 17.2547813 0.10719474
Mettl8 5.20262107 4.25804494 5.07244045 8.0618252 3.35294662
Sipa1l2 2.45888539 4.23152014 3.38687173 4.49611327 2.84891294
Rps6ka2 3.01515117 3.49445194 1.1502965 3.00068686 0.73452289
Xrcc6 14.6286516 11.2684072 12.8886072 16.2353958 5.4903697
Sytl1 1.55830531 3.80377114 3.98384037 6.68675608 1.14016228
Sfpi1 3.22878583 1.6133486 1.31370179 2.91938224 1.72492668
Ifrd2 5.17082589 2.17231685 3.90367561 8.22453719 4.11725267
Batf 1.94769427 1.86919489 5.00981599 5.2319841 0.8092966
B230217C12Rik 1.97444981 1.89487208 2.38695892 3.27294914 0.96691643
Hmgn5 80.1211267 48.38527 32.3615373 74.3113789 21.4291118
Itpkb 0.70312545 1.86709621 0.79313738 4.01401081 0.2356246
Stx2 3.76778651 2.22324296 1.36253293 3.64335833 1.98310276
Tmtc4 6.77124328 3.27769932 6.84006876 9.80169174 5.96567209
Srd5a1 9.71446182 15.9666162 65.7097366 71.7763557 12.3927582
Dcaf6 3.63054489 4.60144315 5.40815573 10.7421444 4.37982156
Hoxa9 0.31572561 1.10432481 1.7807191 1.23850364 0.46001266
Gns 31.0072703 35.8365868 48.0730246 52.3220057 14.0573185
Frrs1 10.1007237 8.82563957 13.3615838 14.2237241 6.45103462
Ezh1 7.21464567 12.7462123 8.72515477 10.677779 5.46996069
Thumpd2 2.14327212 1.9587971 2.34252086 3.77411948 0.59127489
9230114K14Rik 1.66262098 1.03956482 0.88382174 1.49815818 0.46878721
Rfx5 6.74066879 6.01400546 6.01110946 9.0183431 2.05836171
Apcdd1 4.2402742 3.65877896 2.437836 14.2241558 2.09104431
Fam71e1 1.30576999 1.68872688 1.92037045 1.90398634 0.55396577
Fam118a 2.04059045 0.65734725 1.74420381 4.8356987 1.13208143
Leprel2 1.54874829 1.27136315 1.21682584 3.08074141 1.39152587
Dock7 5.99988284 3.9986563 5.22999277 11.8668509 6.00259365
2310069G16Rik 0.37825806 1.12863993 0.14010437 2.08363548 0.48498782
Igfbp7 52.6316934 29.54924 34.3990293 74.8742586 29.3382647
Prps1 9.47633159 7.64828375 23.0838792 28.6768729 13.2561905
Olfml3 11.5698159 7.55091046 8.66120998 25.1411745 10.3551605
Oas3 2.32207797 0.41241527 1.40787368 3.00744826 0.45412356
Napsa 4.27689918 1.35022302 2.98046226 10.9700567 1.30731927
Dancr 14.9181182 7.90804811 12.3567724 28.2012151 7.86888058
Lysmd2 64.7769449 72.0278202 54.0948797 79.5270414 30.6141489
C1qc 45.5986861 38.2334244 26.812307 45.7259803 8.0815582
Rbks 2.35398294 2.09814018 1.64954097 2.97888725 1.12162305
Itfg3 14.8280859 31.5490516 20.0791138 35.3614459 14.7116643
Ropn1l 1.21824035 0.84403206 0.39814274 1.51319257 0.05742576
Emr1 2.15027759 2.52472661 2.47494688 3.50547323 0.40259967
Fbxo21 5.05478177 2.46264184 1.86916931 7.48946755 1.69779856
Tfeb 2.46821747 1.34034003 1.70880742 2.96489954 1.1275924
Trim11 7.67366684 11.9598693 8.82178468 22.7834869 7.1471096
Pald1 1.19010571 0.88655621 1.8084412 1.28872741 0.58688746
Hoxd10 6.09817421 6.55972591 8.35597589 15.3396118 4.0393587
Glb1 13.0534236 10.7719009 8.1608263 20.4315527 10.3715357
Nudt6 7.66480679 5.30197004 2.92912226 6.86938854 2.4861281
Tmem41a 23.4646918 21.4765479 11.8637161 38.9880549 11.1128767
Rbbp4 101.524257 126.994873 132.074164 129.466559 57.3088714
Slc25a23 2.38579352 4.31020377 1.92183018 4.39852434 1.91185748
Znrf3 7.54908553 4.26299097 3.15043753 7.46236237 2.40321233
Sfmbt1 2.4087056 2.52177353 2.80289808 2.99275251 1.22247146
Cdc42ep4 26.3551836 33.1350731 40.3818976 62.8322388 34.9002265
Actr3b 0.15245281 0.83794806 0.07058443 1.57460004 0.64138293
C87436 5.86946981 5.42880411 6.266731 8.20764616 3.36442824
Tango6 0.5916234 1.53300266 0.76696734 1.07274067 0.49780276
Arhgap44 7.73128278 8.0313566 23.6559723 12.8145457 8.10670118
Elac2 2.57939081 1.17838732 1.62850545 2.21739973 1.20261633
A230056P14Rik 1.6709045 0.61955758 0.68765816 1.10791076 0.37193906
Acaa2 27.3454351 15.2589742 14.4923957 22.7904345 5.43477352
Casp12 12.0910733 5.85757168 8.99400116 21.5347393 4.05220822
Wdr70 1.24299362 1.809182 1.99318165 1.92050939 1.19042978
Phka1 2.67671857 1.77520485 1.68860702 6.2758033 1.86297979
Ttc38 6.0326463 6.25212266 5.40905198 10.231015 1.85290302
Mast3 2.17616812 2.38071685 1.49434151 3.12032291 1.48915083
Ankrd33b 1.59237847 1.17889687 0.22468831 1.49674482 0.30989876
Mr1 5.69205261 4.67351775 3.2009576 5.65529729 1.93700347
Thra 4.99394951 2.39380419 3.33381023 8.95647835 1.76828373
Zer1 2.70389932 4.32116966 1.7231812 6.74630348 3.84920639
Hsd17b11 5.87250647 4.43029894 5.15351524 6.37812389 2.12228558
Vps37c 25.8686537 28.0300192 13.3021989 28.8564964 11.3386739
Ppp1r26 1.16918141 0.59954174 0.28723189 1.77440659 0.61186901
Mtg1 6.58249656 4.26972623 5.4516849 11.6361353 3.47290809
Acadm 16.8879933 10.8518018 9.8396479 25.3183605 14.0147251
Fam49a 0.49769648 0.54922438 0.06227824 2.16114145 0.31259606
Vars2 3.28711726 1.5625277 1.91091715 4.73653424 1.7954635
Cpsf1 2.88802877 2.21100515 2.79461055 6.31045646 2.77718889
Dennd1a 2.53234732 5.1534053 2.27553701 4.48473172 2.01729079
Dip2b 6.20241381 4.74587594 3.46465747 12.0690843 4.08810806
Zfp239 1.83139832 0.70991107 0.42932799 1.46854451 0.11146272
Ccdc64b 2.51075183 1.83825088 2.79618283 6.91524141 2.39264023
Pwwp2b 13.5610673 11.7925772 8.94338181 28.2794059 12.6684697
Sgcb 0.48991878 1.26397217 1.62020344 3.18063294 1.64049375
Abcg1 1.41228479 0.88010676 0.43591771 1.88315092 0.23353272
Alg2 6.85203023 10.6934672 9.94227364 14.8351663 9.95542676
Msantd2 9.93403738 4.49241681 6.43122463 10.4530411 6.18147779
Lrrn3 0.92630241 2.44385646 4.01422892 11.9229332 0
Fgfr1op 10.544693 6.73744889 6.18400419 16.1728166 7.17421386
Fam63a 15.0488514 18.0137607 14.9364405 29.0053724 9.58852068
Ppip5k1 3.59601615 1.39792015 2.30360355 4.54625076 1.71955409
Anks6 1.28514028 0.82169562 1.68302737 1.65181298 0.52963619
Plk1s1 5.06528007 5.9302085 4.83079856 11.0828733 3.13544626
Tmem26 0.86484228 1.22639707 1.00402583 2.34644081 0.16550257
Nmnat3 1.60010164 1.32752697 1.76122864 4.60110445 1.54836852
Nnt 7.49638701 5.83220633 6.71227284 9.54683893 2.98708408
Fbxl17 2.0997642 2.04360293 1.76306517 2.611462 1.21507463
Nprl3 3.71672842 5.9915586 4.09345517 8.06536069 3.49736738
Glud1 35.2903032 20.9812436 22.2571625 56.8933655 23.2163347
Il15ra 2.51682919 0.8107608 1.94211966 1.92554999 0.46542993
Ift57 3.62001899 1.04828339 1.47396413 5.798413 1.93393667
Zfp592 4.14950959 5.21034308 5.73872635 8.12823572 5.10964798
Ccdc117 16.2022575 25.0527708 30.0770831 29.8556803 21.8187479
Zfp184 5.8866638 1.72386964 2.01059874 9.39134004 0.98598939
Tgfbr3 0.57099282 0.8628565 2.95290842 4.65862752 0.41439898
Scmh1 27.9176738 43.6461229 34.9606629 55.1952215 17.8605267
Snord53 0.60381194 1.42235032 1.67736061 4.9891494 0
Fbxl3 59.5377832 83.5077084 175.051305 206.076208 84.1094735
Tmprss2 60.2604698 67.8084479 63.0785228 179.912421 31.3280115
Nek8 4.19218004 4.90101282 2.88985271 4.74681929 2.18361436
Mir27b 0 0 2.4815746 4.10067074 0
AW046200 0.95771507 1.23055141 1.93489929 1.39882693 0.66281129
Ncam1 2.71110216 3.89913152 2.54245815 4.13354917 0.48771392
Cd55 57.3119362 71.3540113 75.3975587 344.926799 27.8871837
Snhg7 11.8646605 13.4567375 12.0444439 24.4481768 13.1700011
Fuz 2.61153998 4.61384309 3.80517849 5.21833294 1.26181092
Nxpe3 4.76663983 5.57437451 4.37626775 5.50280677 2.38124872
Abhd14a 6.18465117 6.4273571 4.96891763 11.648307 3.97214833
Vwa2 14.6650708 6.33132755 8.18199396 22.4858727 2.07306682
1500009L16Rik 1.42002004 1.15789323 0.20229475 2.50711025 0.43766698
Rcn2 67.8623116 30.4920703 42.4942308 81.5366767 46.6273514
Calcrl 7.93115143 4.04360741 8.42788706 14.398584 0.98203377
Zranb3 2.13499995 4.27732311 6.49785435 4.5831955 1.24542281
Ophn1 1.55897732 2.17476351 1.42823076 4.15677859 2.29922094
Slc25a17 91.0303549 89.7846908 155.110074 125.05496 58.7778618
Bbs12 1.0180954 0.86252632 1.93509803 2.38593669 1.30965641
Prnd 1.74472572 1.53114199 1.59658121 2.73248976 0.60860094
Dkc1 19.6588932 9.44444672 14.7138576 26.5921841 15.1570806
Gm11944 2.10118217 2.23909694 1.73719741 3.78922739 0.60135141
Rcor3 3.15012553 2.82685434 3.29579262 6.23487177 3.01611309
Insr 1.84725791 2.36455288 3.00149831 4.64622871 2.04449195
Pms2 4.35685894 3.64276544 2.33471165 3.79625967 2.44072784
Snora44 0.55736487 0 0 3.07024578 0
Npff 1.36671206 2.96393959 2.04899141 2.50951227 1.56459394
Urod 12.1830012 14.2638367 12.8928736 20.3727068 6.62479611
Tcp11l2 14.1563709 30.9361195 27.7267709 61.0921344 19.5094434
Lpin3 3.4799312 3.60452559 2.39963028 7.17145971 2.92214454
Igf2r 5.92302388 2.60926176 2.77950808 9.17256989 3.6285823
Lrrc16a 6.89033943 7.76308767 3.92186293 7.0687677 4.36660637
Pcdhb9 0.78979788 0.43578393 1.73940374 1.64617434 0.58158851
Taf1a 5.64096103 3.10266138 4.36548345 9.13183216 3.18829332
Slc27a1 5.57624107 8.77531625 6.13571911 7.60421339 3.14105529
Gm13580 0 2.00802398 7.64230611 2.34783501 0.65205359
Abtb1 11.0304879 16.3418973 9.86073909 22.4830179 8.8670865
Fgfbp3 3.63937675 1.57462928 3.19806568 3.10259177 1.24989316
Fam214a 2.62519962 2.04999661 1.01509813 2.38366793 1.0171764
G0s2 2.3207007 3.34075164 3.58155291 3.55099601 1.17780702
Pigg 2.76396278 2.26829288 1.28794876 2.60303447 1.30036282
Rgl3 14.0908396 11.2047738 6.81995091 16.1061482 3.6682672
Malt1 2.65638671 2.12670911 1.91717495 2.98870771 1.33565336
Slc17a5 3.62175382 3.39678849 6.22295094 9.97522003 3.12802929
Rad52 9.19821101 11.5456303 14.5314719 29.8743607 11.8094412
Nkg7 5.6949938 8.81752228 6.31331301 10.6778843 1.41410041
Zc3h8 4.03671594 2.02596421 2.31212439 4.9668622 2.03427167
Prkacb 10.9220917 7.42723848 5.90658061 10.0627442 3.56885079
Patz1 15.9189937 15.2937381 8.41088923 16.0420783 3.73696209
Smyd3 0.88428508 1.02109701 1.71794551 2.91310079 1.22272122
Gm5577 0.91653815 0.07196713 0.63652476 2.10364697 0.6610217
Xrcc1 4.29701156 5.13234157 4.51136061 7.55665134 2.37644032
Mbnl1 26.9535663 15.7430601 16.7672536 26.0133168 8.95996005
L1cam 2.51573084 0.76497056 0.53670464 4.1324649 1.06728504
Zfp346 3.51711642 1.25271221 1.49409603 3.64511666 1.5545026
Eno2 0.24785895 0.17515831 0.27541611 2.04799747 0.15889757
Slc16a2 0.65886239 1.52739279 2.3241754 2.34755262 1.40794636
Vegfc 0.38135491 0.95277055 0.89887267 1.55960651 0.30559905
Dirc2 6.80183411 6.98244703 5.91385639 13.7645308 6.38013513
Npc1 9.07630542 10.84252 17.5393507 29.5498632 11.3463548
Ppm1f 1.0046804 1.5777622 1.95856419 3.10696675 1.34536683
Rpf2 13.7669122 6.77309676 13.7703319 18.2460321 10.9491774
Gtdc1 3.44697654 5.45327108 4.35036676 5.76662844 4.11266444
Osbpl7 0.90392441 2.31760618 1.86194146 2.62512529 1.07914935
Tpk1 2.95259797 2.75809383 1.72057131 3.06125795 0.81588505
Hebp1 4.60968588 2.8956425 4.89454143 9.93127571 1.92086717
H2afy2 5.70175505 3.7800263 2.75052012 5.86159751 0.9028772
Mir5115 0 0 0 2.4945747 0
Lancl1 4.41468959 3.61565851 2.30115377 4.26778617 1.51114312
Smap2 5.2528521 8.19626312 7.2337259 13.0456382 7.33942671
Dkk3 2.622454 1.06771606 2.23048489 4.49424718 0.65380172
Anapc2 19.3019684 22.6406867 16.7324644 21.6896531 11.3452508
Mtss1l 1.50946574 0.28271818 0.3846994 1.65280804 0.4771862
Efha2 4.05078732 3.38439293 4.39768229 9.01344494 3.46997062
Dnajc18 6.17157271 6.77839255 6.12381084 13.1511931 6.51321654
Mettl7a1 4.05192123 10.1702202 11.6729333 25.4995081 2.02591235
Akap1 4.33521843 2.02933132 3.18059481 8.25104022 2.40509813
Mir3470a 0 4.04246933 0 3.15104173 0
Nsun3 0.53372663 1.56204544 1.16816186 1.24728735 0.77764044
Smc2 28.8250129 11.0665858 16.0466763 21.0855087 7.25770465
Card10 1.71028966 1.26711919 0.3448381 1.31693284 0.76264027
Hook2 7.15160676 8.62867164 10.8217641 14.5728154 8.22700204
Tmem109 32.453718 31.3757651 29.6133712 68.9014723 27.4696951
Cadm4 1.4827716 0.42769513 1.48510629 1.94472645 0.92147686
Fam73a 2.93537863 2.25705796 3.71061993 7.69339138 3.21118734
Zbtb20 6.04350371 7.12624689 8.9231311 13.8806399 3.74456162
Slc23a1 39.7685112 48.022404 24.9246087 54.7164939 11.7227552
Hddc3 5.00461803 4.82275992 5.47677744 6.26544343 0.72917355
1810043G02Rik 5.80599359 3.35124521 4.27252231 5.08328429 1.38654758
Kcnb2 0.95809226 1.39850606 1.56962281 1.92837344 0.88588612
Slc9a8 4.35226575 3.97375034 4.44519158 7.92511448 3.49927853
Fitm2 14.4870765 11.1260172 11.9814389 24.5965369 9.28738394
Gpatch1 2.36784349 1.85924497 1.91604294 2.56556848 1.41883132
Trap1 8.28986214 5.88507507 7.28195038 14.8045461 5.41457126
Zfp27 3.64032384 1.36390861 2.78910515 3.78321445 0.75520808
C2cd3 4.22390104 2.1433574 2.58174398 3.34142725 1.32449727
Fxyd6 5.34939641 7.40066651 10.3786688 13.9985732 5.4532036
Mri1 8.37525654 8.29185892 9.66609298 13.4560772 5.34976096
Mfsd1 45.4379637 35.62658 19.1212351 53.4365041 24.1984576
Foxk1 2.37340423 2.42063165 2.47346488 3.11168544 1.17203762
Mospd3 15.3843057 18.5160948 12.6752377 19.9442406 7.05394515
Epdr1 0.68298795 2.23095082 3.06098987 2.33258933 0.70056054
Ss18l1 1.80604588 3.70351505 2.90245965 3.34360939 2.51180177
Akap13 5.05347702 7.05017652 5.5074878 9.59883228 5.41614199
Apoa1bp 60.4559199 56.806 41.2352695 62.9790527 23.09721
Rarres2 2.21056575 2.74827011 3.24100186 3.63615973 0.14761988
Ccl12 0.7299816 0.28659298 1.46456113 2.90413174 0
Wnt5a 48.2861767 59.2605852 53.0940444 87.2787398 18.0684303
Pdzrn3 0.77822036 1.43412819 1.85302186 4.92839502 0.62362748
Slc38a6 0.85949844 1.38437611 1.53054196 1.98284545 0.17660506
Pus7 5.26186797 3.07939489 5.730095 9.4445548 3.8849591
Nr2c1 10.2580186 6.66315562 5.41208488 9.05790698 2.74464201
Zfp362 6.76554309 3.55340816 3.41525055 8.60031027 5.05892613
Aldh5a1 1.28183063 0.46244647 0.40634484 1.52669562 0.62001918
Ndufb8 170.811898 120.622408 219.119295 180.076381 63.3448192
Foxl2 1.57853693 1.889694 2.06075732 2.51833255 1.11980224
Tmem198b 1.89909845 4.27618812 2.63780221 3.12810052 1.40994372
Sdpr 4.01302705 4.64277492 1.97659516 7.251006 0.8894883
Zcchc11 6.87232539 4.33894379 4.17927114 5.81490554 2.29608167
Spata13 3.86915173 4.16203507 11.0937422 5.75043108 3.97648721
Mzt2 10.0723006 6.13441386 8.37019553 12.0332356 3.8805028
Tshz1 5.58572779 3.84871263 11.2793413 11.5950098 7.01978996
Rbm18 26.8985423 30.4253461 46.7580728 62.501432 36.0551709
Tmed3 70.6295792 94.7130617 230.36597 245.900252 123.341762
C1ra 1.72355298 0.94548703 1.09313871 2.53612084 1.17304893
Zfp691 1.14406473 1.81804176 0.52969283 2.12570275 0.98228266
Nr0b2 1.45822204 1.00760416 1.51232513 2.94529392 0.32719326
Nog 3.15540433 4.0494802 3.61304523 5.63810223 0.21751275
Znhit6 2.59641281 1.92950189 3.19849354 4.57589956 1.46759246
Ednrb 3.05469223 4.47966866 4.46474494 6.94242144 2.43588056
D030028A08Rik 1.66497931 0.74446421 2.14131142 3.29071556 1.00067434
Arid3b 2.1846174 4.21414898 2.64413269 3.86918998 2.90855166
Ugt1a6a 1.18494893 0.72883608 2.57852286 2.13950198 0.28486792
Tnfsf10 3.57450806 2.91029447 2.79695811 6.29698468 0.47564415
Psmg1 22.1123902 15.5433288 19.6787606 21.0304044 9.44347605
Peg13 0.92469486 2.00483664 1.13741024 1.55851524 0.38709213
Angptl4 1.88473091 2.77145296 2.1260083 3.86967132 1.09842223
Srgap2 1.69517949 1.40112121 0.95384238 2.6732905 1.44942893
Hoxb6 95.2031474 115.578337 144.796061 221.545406 104.000997
Gin1 8.24331989 9.90976068 15.8580845 15.1654497 2.89323393
Ocrl 4.73168569 8.49787069 3.56576698 6.34282444 3.36819456
Ramp2 7.10448453 4.52150813 6.09389727 11.1912571 3.71555176
Atp5s 18.0924014 21.6197249 26.8377698 23.5850699 9.99401502
Rilpl1 3.2765322 3.84774538 2.01372773 3.9664736 2.25387793
Myo19 1.52891831 0.70465062 1.29264488 2.53271804 1.34505637
Polh 1.71875771 0.63509596 1.21706165 2.13489184 0.4861157
Sptbn2 2.15392587 1.85294162 2.05316272 2.8935249 0.75514694
Gal3st1 25.8548549 12.9076725 15.3105339 44.4554457 13.6846447
Copz2 6.66857966 9.14958613 12.0899964 22.5558961 6.86265597
Pnpo 13.836665 17.5041305 27.2562861 20.4074834 12.3456913
Cd83 4.92507865 9.83510487 17.0598131 13.9277513 5.31101232
Arhgef10 3.55007006 3.27395214 1.55540418 3.57643812 0.63006775
Txnip 36.0165954 47.7129725 25.8484804 83.2106759 7.89178727
Dolk 5.52121548 6.33434282 9.25940929 14.2211878 8.55389855
Kctd1 26.1610319 19.6281965 19.9655948 31.2117403 3.86066936
Csrnp2 2.07046324 1.7002016 2.19528534 2.53931501 1.15255134
Slc48a1 42.7257903 23.0481565 19.3633553 50.0574039 9.26814414
Mapre2 2.75415167 1.67806481 1.32392645 2.8877883 0.96482691
Skap1 1.72706758 2.0575369 1.15806815 2.65176708 1.62260537
Prune 14.1015087 22.4224016 18.7693447 20.9162939 7.88854314
D630045J12Rik 1.40885783 2.52522287 1.66788054 2.22124026 0.69073186
Agap3 7.34935425 4.35599095 5.47357811 10.2588327 4.66086696
Fam212a 0.18438744 0.82043204 0.51221945 2.14425271 0.68954206
Gdf10 7.17354576 5.26536061 5.65582733 13.6252099 0.3749039
Ifit3 7.73532053 9.91801034 9.48993211 45.7563431 0.31385849
Mir31 1.23040924 0 2.27867857 1.12961873 0.4929947
Idh2 24.3298607 8.00260086 8.30204806 46.8194443 6.50915205
Slc12a9 2.14421543 2.42507512 1.712274 3.35921009 1.10347531
Ccdc171 0.21617135 1.04106614 1.18768252 1.56124543 0.73911072
Car8 0.43307309 0.78748791 0.84425001 2.05076536 0.40183979
Cnrip1 1.65253794 3.59330607 3.17815695 5.7963607 2.64852511
BC005561 11.2399226 9.73490491 18.7530276 14.7912246 10.247743
Spata6 26.4003025 23.3760183 20.1118152 29.8121118 8.7452972
Gbp7 9.17333025 7.98688645 12.3880574 11.7431924 3.4825742
Zcchc24 2.36997912 2.32907833 2.26357418 3.13375601 0.69278432
Mapk15 4.15597814 4.53678164 2.19012888 10.6090514 3.41162547
2610019E17Rik 23.2109403 13.8859964 29.0666693 24.5567625 11.3372068
Ephx1 10.3398715 5.32035904 4.89607963 11.1109706 1.75760751
Zfp692 5.62112049 4.88663815 3.00530696 5.86717826 1.74280834
Gm15706 2.06086604 1.96496252 0.74970068 4.05438777 1.53351397
Ndufa12 201.795888 113.727176 148.002407 245.668918 86.3505254
Mapre3 5.26894029 5.29239689 5.57594797 10.9311059 5.04478937
Xpc 8.72601352 6.69663835 8.32953634 13.1047592 4.56101535
0610011F06Rik 31.6007324 26.896627 22.7095185 50.8634861 16.8177451
Cdh11 19.1335057 18.8495154 24.9503413 27.7622023 7.90802781
Clip3 0.31617789 0.99305913 0.64044678 1.68723962 0.57008114
Col18a1 8.34430357 6.78189208 7.4660071 8.94273368 2.43645453
Nt5c3l 21.6084166 9.70991152 12.5541123 23.8592211 6.6837908
Prmt3 4.155775 3.48889137 6.65565934 11.6380158 4.98487782
Cx3cr1 1.68546067 1.14606645 0.62750181 1.56334657 0.11139342
Dcaf8 25.4714107 22.6268842 23.376393 27.5116333 9.8148487
Naalad2 1.52726262 1.61798958 1.25708513 1.75825786 0.17483901
Hyi 1.75867555 1.21521192 1.17252392 4.00423641 1.29657073
Usp20 2.87075756 4.80389668 3.06500631 3.88858409 2.23762904
Nrp 2.73108785 3.50117002 4.79983191 4.86122249 2.41188174
Cpsf4l 1.24212742 3.51117336 4.52408119 12.8862602 2.12347683
Glmn 5.10000815 3.58945059 7.08378902 6.22394603 3.16485197
Dpp4 16.1347443 6.54989952 5.57753683 23.0699662 0.97863476
Tcte2 0.92630241 1.60014411 1.75836951 1.82840987 0.5196052
Msantd4 61.8522273 76.8162714 116.578095 96.9028798 22.281487
Ccs 17.3980099 12.4014953 17.7098812 18.9181748 6.427121
Sfi1 4.81189361 9.26135582 7.02116064 13.6993986 2.90824001
Palld 3.36482077 2.36925432 1.45628392 4.13010909 1.97833822
Sdc3 1.63947329 1.05045663 0.25504518 2.03499497 0.88286902
Traf3ip1 4.58345018 2.1359638 2.34638787 3.52376495 1.91112915
Sgsm1 1.35732009 1.58682191 0.37240199 1.43997652 0.64455674
AA543186 0.96125722 1.05669894 1.24615234 1.55322576 0.15406084
Tmem104 1.07115127 1.61486291 1.8382638 1.56033845 0.98426186
Zc3hav1 7.70830709 5.65988262 6.47030599 10.9259333 2.53447983
Mir484 0 0 0.90126839 1.78715799 0
D10Jhu81e 15.6450642 16.3043297 15.0187153 24.3783822 9.00990305
Bcl2a1d 1.06501503 1.47953023 1.5172106 1.72990607 0.32825024
Dhx57 2.8386416 1.18001567 1.96248218 2.19337827 1.56453231
Cyp1b1 0.50867153 2.39647168 2.92033455 3.18729591 0.24457459
Tbc1d2b 2.78034335 1.69991717 3.09353464 3.74312321 1.32977302
Cep68 3.26736324 1.73520825 2.52336411 3.2610989 1.01038289
Hoxa11as 9.32608719 14.2281438 15.4656479 19.3054851 5.20016917
Ccl4 1.58088944 2.71539607 1.73835554 4.80772578 0.31671174
Fam107b 123.71163 110.704761 61.2865367 111.314453 49.4520035
Atm 2.69807642 0.98865474 1.3526559 1.99165643 0.59403306
Mir1839 2.67993245 2.80573214 7.44472381 7.38120733 2.86342124
Tmem161a 7.97176966 12.1085053 9.58011572 12.2579101 4.92204323
Acadvl 10.1036393 11.6544317 10.4873369 19.8106627 11.4880382
Snora81 3.97632253 2.18556269 1.84100555 9.85661223 1.59321456
Asf1a 87.2677055 54.4665002 81.915466 156.341925 75.9912236
Mcam 1.10490069 0.90298589 4.09248149 2.50492563 1.13838817
Tspyl3 0.4670108 0.60005404 1.06145476 2.18275286 0.7825007
Aldh4a1 4.43167369 5.6012198 4.139656 8.35143458 2.39870206
Psd 1.43800136 0.95844529 1.54833287 1.47371798 0.80396058
Cask 6.90969101 4.0613975 3.23203706 7.77915811 4.77771439
Mgll 10.9061901 6.25121122 5.91063026 9.77994022 0.93720124
Hoxd8 1.00748397 2.76878869 6.61520871 3.86799223 2.67892764
Fam149a 1.17830941 0.64484727 1.25641321 1.60628939 0.46735069
Rufy2 1.94846924 1.1345695 1.50692155 3.24272378 1.14620163
Pgf 8.64578286 11.2942395 23.550861 41.8590228 2.42335323
2510002D24Rik 98.8232341 92.5589853 88.2248114 121.003071 42.1622509
Wnt5b 1.20398372 0.81032166 0.61431594 1.94001589 0.33473114
Mir106b 0 0 0 2.19035827 0
Tbc1d5 2.27712296 2.55430095 2.26995033 2.98655656 1.12651879
Mfap2 5.03830437 5.21486825 6.73300502 11.0908923 2.20224496
Exd1 0.58095046 0.76570689 1.53700241 1.33340296 0.6151846
Amigo1 0.99807197 0.91600378 0.46810064 2.4276362 0.7582574
Milr1 0.73804661 0.28975932 1.48887789 1.74237069 0.59143422
Angpt2 0.29308625 1.29449861 0.52582428 1.71537047 0.32293922
Me3 1.11919376 1.35920708 5.67922829 5.89107801 1.80569178
Cited4 105.800523 467.069092 528.536596 305.535826 164.831091
Letm2 1.11791468 2.12133391 1.09268063 2.36628229 0.64699685
Fcer1g 35.5790221 28.6372296 22.3002289 39.5795743 12.8658129
Bcas3 2.7112081 3.03922339 1.86638484 4.66709271 2.75866671
1700029J07Rik 0.52359751 1.04651761 1.03580079 1.66062199 0.4958735
Mir680‐2 0.70882271 0 1.9690755 1.30151723 0
Cxcr3 0.89219973 0.92346625 0.18776425 2.15948258 0.94245379
Entpd5 10.5331907 6.39288036 5.32452747 16.593171 5.48755458
Klrb1c 0.39642365 1.73146293 1.67481143 1.34206602 0.0397093
Cdc14a 9.9453279 15.8466 10.4344172 14.9374132 4.34604777
Trmt5 9.377355 7.63927398 8.10439543 10.2951651 3.31892654
Ctns 5.06961307 3.58942626 4.05241408 7.71743508 2.89933292
Itgb5 25.7111293 28.9098553 17.7548774 49.9827033 10.3336615
Dopey2 2.41427583 1.75833408 3.30477165 3.95919622 1.91365265
Mir677 0.8360473 0 0 3.83780723 0
Echdc2 21.8536496 11.0479728 10.1642663 22.1247972 8.0365302
4930430F08Rik 3.34280674 1.92625864 2.12183691 3.04422675 1.44739493
C1qtnf1 1.96255583 2.82140922 4.30271392 6.26652179 2.06994498
Asb7 6.30831181 4.96345394 3.23725621 9.52231719 4.11443328
Cul9 1.23872281 1.80821996 1.23171815 1.99973046 0.32644243
Reck 1.77997168 2.18309758 2.24757998 2.64707408 0.10609451
Csf1r 1.63239584 1.95568581 1.74532077 2.62654575 0.49897424
Gtf3c3 4.38361441 5.91281205 4.94332964 8.46744158 4.83446512
C2cd2 2.44693039 1.78856865 1.86976073 3.99071072 1.99273329
Ube2cbp 1.67666817 1.31652995 1.05706752 2.81663139 1.54370987
Dimt1 6.09838197 2.47472189 6.00290784 4.84604217 3.59334051
Esyt2 7.23789732 10.3314845 12.783177 12.3067486 9.87430739
Snora78 2.90752756 2.60915218 1.15385316 9.15207023 1.33139969
Ndn 4.22631786 4.93127392 6.54688782 6.20092948 2.75372325
Tdp1 3.01465231 1.29568847 0.88153258 2.62203472 1.04260581
Zfp11 0.98250503 1.62139219 1.11024482 1.66644725 0.74729737
Gdpgp1 2.44543836 3.28756881 2.71046226 3.58878587 2.12295841
Irak1bp1 2.99705071 1.32542312 4.88056115 3.51059007 0.33126743
Echs1 128.805115 89.9085667 80.1083129 178.16383 64.1389074
Hoxa10 15.3170678 22.5710971 26.3487621 27.7626633 12.4240312
Gm14446 5.27185027 4.2041681 1.42381431 20.2927087 0
Hap1 1.98837586 1.16060102 1.41756434 2.22936627 0.11280613
Mthfsd 6.69727253 5.07017839 4.5708763 12.9097303 5.49515609
Adcy6 6.11528707 4.97173407 3.84860301 9.42017652 3.06172208
Marveld1 4.51416635 1.48105636 3.86605182 9.41728297 2.98905071
Csf1 1.10603273 0.74108891 1.05147979 5.2396223 0.40179848
Ndor1 5.43430746 15.4123333 15.146316 12.9693063 9.07788822
B930092H01Rik 0.02435089 0.63097542 3.40482908 1.2966572 0.72200343
Il2rb 0.84659093 4.10244662 3.20291262 4.06386205 1.14361603
9‐Mar 2.12150141 3.20349171 2.32714896 3.74560766 2.61548737
Htra3 1.23005218 0.62408406 0.47312667 1.77211807 0.84922127
Snx2 58.3438911 58.8611381 80.5433069 127.859036 28.5300169
Mir130a 0 0 1.88703069 0.93546551 0
2700046A07Rik 1.86493814 1.94447892 3.00084768 9.48710265 1.76396414
BC030500 0.40630336 0.31903185 0.22573825 1.52938412 0
Snord118 1.48208385 3.49122351 12.3514736 12.246094 3.56300712
Vkorc1 60.5038938 62.0205589 65.9552544 80.0398299 18.9328417
Tcta 20.1359606 35.0165361 28.7282757 32.5626988 24.5728651
Bcl2a1a 1.80233313 0.38596441 1.06204742 2.25639923 0.1313001
Ebf4 0.68386791 1.32326524 2.71393178 4.70886011 1.52662178
Frem1 0.12251439 0.15498734 0.43487775 1.82465082 0.34361952
Slc22a17 3.07012313 4.30797298 2.86920795 4.8282091 1.07066241
Rnf215 5.490447 7.6436636 4.27311082 8.56608089 6.15428502
Rwdd2a 0.70728514 1.25882631 0.87324631 3.46318396 1.39806594
Gm14378 0.97059259 1.57186249 0.61789284 2.72894869 1.06945454
Zc3hav1l 1.00739992 0.47774263 0.80353219 2.13362828 0.76731631
2900005J15Rik 0.86606769 1.61195039 1.39601287 2.53261298 0.30845512
Aasdhppt 47.5568175 51.882582 83.8025726 68.5269231 15.1491945
Wbp5 970.039897 458.678637 467.064193 1186.98628 670.928007
Gria4 1.06000796 1.04040579 1.29564656 1.80037576 0.06795506
Scai 2.44300145 1.97088004 2.2283322 2.91965918 1.45973224
C4bp 1.03895416 0.32631723 2.18065788 3.27487449 0.55504448
Rorc 4.87198799 2.35258902 1.49575265 9.99823148 1.5449662
Arhgap24 0.85753567 0.55091632 0.34289141 1.89665213 0.21865037
6‐Sep 2.27856284 0.94044605 0.39673573 2.18130946 0.49159602
Foxn3 23.9517466 35.8295003 24.4453949 55.5360544 23.9171345
Gas6 4.14960616 3.35703199 3.84246897 5.42591643 1.28980949
R3hdm1 8.52413814 10.1621787 13.6531298 21.0265897 6.80910504
BC048403 2.00844472 1.13349958 2.09226117 3.01557827 1.27416274
Mpdz 1.53592403 0.48376945 0.94012547 1.02770503 0.41722505
Dffb 5.63597122 2.07518689 3.42024312 5.81742615 2.67921434
Slamf9 4.95494934 2.32544961 2.05678105 4.75821061 1.36919051
Pigh 19.1864325 24.9274151 27.702124 28.0512379 11.9090079
Tmem220 0.68224959 0.22321104 0.68439823 2.19226791 0.77452174
Eif4e3 1.97218003 1.71157476 2.42693322 5.19363901 2.47458619
Smim4 29.4504404 16.7717338 12.8861252 21.6898009 7.00223731
Ica1 5.49978105 3.01058439 2.35719689 8.62702074 1.18366244
Trp53inp1 17.461841 16.9550445 19.783588 20.3755759 5.81279786
Slc25a26 3.941926 4.42937234 1.63627883 3.61901822 2.75039146
Ssh2 1.39239474 2.26594143 1.16240589 2.05328419 1.08110862
Mrrf 15.4479247 16.1578996 21.9532957 30.8662043 18.7197755
1110051M20Rik 4.81096851 3.49298765 3.32590351 5.68747905 1.2938931
L2hgdh 9.80715043 6.68819971 10.4922977 19.7832179 6.74744028
Tmem120b 2.17372298 2.47764249 8.01886589 5.02133746 2.61287189
Sil1 8.55927414 7.50438391 7.0727554 13.2848216 3.9677513
Mex3a 3.10478093 1.64890196 2.7599784 3.09921538 1.13996488
Tbc1d8 3.12910337 4.54485626 2.9927227 8.7666964 1.96598155
Fam21 6.76853934 6.5897487 7.47610204 16.900642 8.70754605
Nfia 5.08547034 3.9825219 5.21002852 7.3758492 0.70991645
Angptl2 1.43905006 1.32323183 1.61307153 2.67710456 0.53107152
Gtdc2 2.75270956 7.21922341 10.6801636 10.9175815 6.04412745
Gmip 1.89404652 2.2699624 2.4461687 2.53207277 1.47785365
Tmem38b 9.29967471 7.32005806 7.3449751 17.7035459 5.6622879
Gpd1l 11.1630299 8.78859028 8.12372511 12.8516309 1.84382036
Ppip5k2 10.8861922 9.39441301 9.66810764 22.2373516 4.56372232
Tmem206 1.76834743 1.33979716 2.11146345 3.1615352 1.55380107
Atp6v1a 116.045738 138.042235 157.695702 292.961437 153.156935
Mocs1 4.39019695 5.42257611 4.49918361 10.7104433 4.9806635
Msrb2 10.4032082 6.92186604 9.53180237 23.6764672 3.42240146
Sfxn3 10.3116259 12.6889378 16.7351501 41.2185155 12.8617429
Klhl17 3.80798187 5.91214493 3.12543371 10.4086833 2.70476453
Clec4n 0.57616754 1.27497426 0.48501994 1.58691017 0.20986923
A630007B06Rik 10.371358 11.3416169 13.5723689 18.0435468 7.30541522
Mettl1 8.38120925 2.71320941 4.0846662 8.70710628 4.1240368
Ccpg1 10.3183053 12.5122991 12.3628032 20.8407507 12.007419
Mmp23 9.86815665 4.32061227 3.32664824 10.1035494 2.66024613
Zfp397 9.53331663 7.50428503 8.61856379 9.6036124 4.31509648
Arrdc2 2.41833631 1.13497008 3.03726679 8.472622 1.33650736
Il17rc 13.3506414 7.69474112 4.97048185 11.5999303 3.26471118
Slc35d2 8.4236541 8.0316548 12.6288451 10.8638947 4.31651946
Mir3091 0 0 2.38361771 4.72656259 0
Dtx3 8.82236335 6.69031447 5.71545098 13.6123706 4.19349809
Scel 1.21751271 0.53670081 0.1582312 3.7651491 0.616203
Selm 5.16009929 4.58022901 6.1631461 12.1524694 2.99641271
Snord95 1.91799087 2.25902698 1.77602888 4.40219065 0.76849173
Tmed6 3.92932544 2.61066386 3.14869547 16.5803945 1.45327753
Fam13b 2.08661806 2.84810339 2.25721374 3.63444017 2.34408363
Def6 1.23148997 0.33731628 0.4508321 2.28751514 0.09180051
Eif4enif1 30.5862865 28.8222648 25.7671141 40.3944181 15.1707171
Vps13c 1.11487485 1.05759764 0.7808177 3.174559 1.2471401
Pvt1 0.95462786 0.69960758 0.86432635 2.80457064 0.61199342
Tfpi 2.13921945 2.26221432 4.47296163 5.65436932 3.02761345
Gzmb 7.27644558 11.2100491 8.40101798 14.7560436 2.91549264
Adal 4.13729752 5.30388725 4.1698736 8.8887392 4.96186288
Pcgf2 2.43739037 1.87774316 1.72467685 4.11657602 1.7505136
Osbpl1a 2.44574561 1.64055484 1.9688281 3.83636064 1.73337901
Polr1a 2.43382963 1.07287449 1.91761115 3.90050377 1.86480953
Pcca 1.80378089 1.71141037 2.76058888 2.5300335 0.58219965
Fbxl4 5.91876972 7.29133839 7.91654666 12.9448201 7.12505605
Nkd2 3.66335065 2.63810227 4.34801857 14.5865262 0.79472826
Mbtps1 27.7604403 28.9503897 26.3407741 34.7118872 11.1946089
Slc30a5 22.1748463 22.0184662 25.5672179 60.1146205 14.53148
Smarcd3 1.05850858 1.78102997 1.08517939 2.1171347 1.27235501
Il2rg 2.4272341 2.60470108 2.35995898 3.75114707 1.03736849
Snord42b 3.55700125 2.79297881 10.9790876 5.44270844 3.80054092
Gpr176 0.06669567 0.62843809 0.18527737 2.00535486 0.25387147
Tnrc18 2.7575905 1.69597851 1.72058842 2.30352016 1.19499767
Dusp12 12.1026061 5.36642217 10.8552333 13.2027272 6.08529114
Tmie 5.83346259 3.42484681 3.89021017 8.91782305 1.39381758
Dynlt1b 19.3941259 16.0263784 12.861217 29.3906256 11.0622888
Aldh6a1 33.4153826 31.9665044 21.4047872 43.5546922 6.98745877
Haus1 15.0038847 7.80309319 6.7361733 12.1051473 4.73648091
Sema4b 2.79289801 3.17920168 2.87693275 5.58339679 2.44998124
Pomt2 2.23001034 2.00405477 1.86203938 3.23076763 1.28087019
Inpp5e 2.85448992 2.92243974 4.27879075 6.11004899 3.18473381
Lhfpl2 3.49455466 1.53095665 1.54156693 4.11708097 0.79323618
Rassf6 6.06155643 1.4121803 2.83729231 6.81867405 0.40033788
Ddx19b 2.56982362 3.16330711 4.19563801 6.99811356 3.79350289
Qtrt1 7.15798258 7.59735341 8.45664018 13.1885766 5.30090587
Plce1 2.00936219 0.68926178 2.08924799 2.88991849 0.34622133
Pamr1 2.46771635 1.47119066 1.35411312 2.11872778 0.03662049
Zfp275 3.92681336 2.16798575 1.89383666 4.62847857 2.02408454
Ccbl1 10.1342491 15.9947877 20.8397235 20.9108632 4.83462781
Wdr59 15.8845785 17.806889 17.2181613 19.6967262 6.90494677
Gzma 2.45100883 1.9245469 1.85694136 2.59117554 0.59518722
Gpr137c 0.53364721 0.73329026 0.29648927 1.56778508 0.2138193
Crtc1 2.43653123 2.51781576 1.42608171 2.46907499 1.52885701
Cuedc1 2.51522039 5.10601018 3.88175645 5.20035516 2.0155738
Cldn23 91.951653 138.288413 121.096193 243.845688 11.3210332
Klhl6 2.49458438 1.17099943 0.92899972 1.86704136 0.43457329
Slc2a4rg‐ps 2.88276725 1.76626758 1.4560344 3.24812674 1.64507674
Lrfn3 4.12559098 8.42970012 9.96215013 11.1327262 4.36544132
Cluap1 8.05435915 5.97119608 8.17752735 8.22036653 3.4401448
Tgoln1 29.8151375 36.2121785 44.7358486 57.8558607 32.556883
Ppp1r14c 5.21900209 11.441918 18.1824827 16.9125049 3.37478698
Clasp1 4.22691291 2.91708763 2.25516771 6.2454373 2.59997126
Ch25h 0.72350247 0.83321113 0.71461517 1.94842521 0
Batf3 0.1831789 0.43149954 0.50886221 2.27034327 0.29358111
Rhbdl1 0.80299553 1.12829345 1.21317851 2.01764694 0.27093941
Smpd2 3.58216522 3.48395921 4.63630012 4.37251296 2.28340864
Pcyox1 22.157689 18.2933278 15.8174598 40.9224195 16.6113132
Prdm16 1.84089691 1.38004994 1.78180593 3.92965067 1.14738101
Tubgcp4 1.57749698 1.51835758 2.21466575 5.53614549 2.16125181
Eif2c1 3.69262115 2.23983932 2.37641917 3.1952027 1.46474698
Mbd4 2.05606052 1.74301412 1.61745488 2.94003447 1.38517204
Jam3 2.38337139 4.88653146 6.59023916 7.17221883 4.77479126
Ubr1 2.62157546 1.95291393 1.75840819 3.54081109 1.4274677
Snord22 13.4563804 6.50217289 11.5019013 20.4317547 10.3685392
Sox18 1.08753281 1.96089309 1.71569436 2.77346168 1.5170473
Bcorl1 1.06468065 2.12342389 1.6168387 2.19929851 1.23711485
Poli 3.36283277 2.65835788 1.87256565 3.04564103 1.00144915
Smim5 0.76311552 0.38131094 0.25695737 3.12087218 0.61152321
Tmem100 23.5116976 13.2946214 14.2062174 25.8621214 5.24351841
Tmem201 1.24168285 0.98963816 1.33996739 3.93417822 1.39153664
Apoe 393.146733 382.008505 305.593382 446.463067 102.300931
Timm21 29.7543831 18.9632288 19.7456595 25.0405977 10.0143531
Fut9 7.01066454 2.84849674 2.41237751 5.20302953 0.87604212
Gsn 57.5096963 120.569606 61.2276588 100.299224 19.6365593
E130215H24Rik 0.55736487 0 0.90319418 2.04683052 0.33498358
Cbr1 60.7476146 53.0993243 56.3071803 73.0511163 26.7813326
Gm6484 0.37694618 2.13105898 2.09427683 3.25304076 1.63115702
Ephb4 6.05611884 3.18194215 3.30933518 5.65612351 1.97717891
Txndc11 7.66680932 12.0400497 6.00401568 11.9256927 8.51355636
Slfn2 22.455708 17.6323572 24.7128442 54.364938 15.4197127
Trim13 34.0652348 35.2521737 66.2172182 61.6327431 32.7147563
Heca 13.7643435 27.675904 22.8234484 26.4818118 20.6778135
H2‐Aa 27.7561448 17.1001369 21.6911442 41.2199883 4.35071277
Deaf1 7.13439267 5.86426762 4.35266793 7.57956396 3.44176319
Hck 0.84164227 0.51400423 0.11545886 1.80296221 0.19983724
Nthl1 3.20020328 5.26269619 3.41063325 5.04458439 2.17739324
Rnaseh2a 5.42367281 2.83078332 3.27922358 8.72857057 4.19286682
Cd34 6.96652921 9.20159177 11.7037661 10.3704258 4.66548662
Rogdi 19.9570257 27.2208423 23.7722487 36.3003629 10.9245075
Rpp38 58.6079741 26.0759609 48.8606817 64.5917531 22.5414264
Flt3l 1.03125463 0.80974735 1.29195776 3.17449134 1.31251239
Hgf 0.37872488 0.72485657 1.49044602 3.58566817 0.30349147
Il23a 2.35126769 3.84317173 3.64353828 8.01788248 0.96132152
Mpc2 97.2830123 71.650481 68.2336155 98.1472013 16.8888206
Nr1d2 5.10169037 6.63232145 11.5694502 17.1738565 9.20136349
Spsb2 14.2702425 18.5014118 21.4087553 43.8740466 16.5326754
A230050P20Rik 4.3784438 3.71180191 4.98723262 10.9565634 4.00547205
Cybb 1.82515882 2.78004835 2.71935736 3.5906757 0.75878855
Kifc2 1.24489385 4.67569949 2.05574072 2.76204898 1.3800087
Mir324 0 0 0 2.0180829 0
Dtd1 14.1300465 8.02192277 6.2126404 18.9922102 4.23598871
Uhrf1bp1 1.94105064 2.05607405 1.76918764 3.17973103 1.29316876
Tyw1 2.57854855 1.82376823 2.19631462 2.49382173 1.16723525
Stau1 16.3355936 19.0862881 25.2108308 33.1943407 19.9150756
Elmo2 5.10941529 6.61098544 6.31517271 9.32055708 3.45356597
Agpat4 29.7378961 44.9313764 54.4729445 74.1946594 38.8237194
Mpzl1 138.339569 213.533662 284.855132 221.487739 123.701074
Lipa 38.2797666 115.990251 128.696636 110.248279 17.0966777
Sugp2 1.81979115 2.65706587 1.54583326 2.36110115 0.98826335
Snord49b 3.10531855 0.81277161 4.79245889 10.4534559 1.65896628
Scarf2 1.79717255 1.50419362 1.68244044 3.84385102 0.50643186
Ercc8 1.91890116 1.40952419 1.57625724 2.75622682 1.51291111
Nkd1 0.32174415 0.57417147 0.74482485 3.62521733 0.76177023
Cx3cl1 7.51085957 3.06282754 2.5552665 7.08608429 2.37760534
Sardh 1.61670051 0.80884862 0.41069207 1.83891421 0.04585997
Lins 4.56469389 4.26786482 2.75262459 8.48431357 3.49844757
Cfp 1.02695574 2.18392372 2.69434303 2.94634807 1.37158629
Epb4.1l2 2.45475327 1.90454078 1.79950764 8.0756476 2.11933592
Metap1d 7.19970202 3.05031443 5.08404138 7.84631915 3.23755373
Asrgl1 4.53097931 1.93649806 1.75259842 6.31871164 0.85027493
Hoxd11 1.25436876 2.68729973 3.34117806 5.30311867 1.62567664
Nars2 3.16072636 1.45909279 1.55987836 2.90181153 1.54476048
Tnks 1.40664569 2.01036107 0.96518516 1.7095037 1.26507764
4930481A15Rik 1.17665917 1.77489869 2.12178949 3.09867399 0.94291673
Dnajb13 1.93980529 1.5231468 1.05660511 3.09039175 1.64590355
R3hcc1 10.547282 5.87739889 6.5810879 10.724502 4.05941835
Slc18b1 4.68917331 2.67123106 2.14976496 4.72711794 1.49201708
Tfap4 4.93794147 1.76901876 1.31458077 5.29846249 0.86559883
Tcea2 1.06536724 0.35222433 1.03843477 1.8532352 0.44933308
Gna14 1.38789289 1.10491772 2.85592584 1.92900012 0.86503592
Zfp354a 1.32721731 1.25819224 0.68942893 3.1205402 1.03762597
Sult1d1 754.728606 813.926603 402.137748 1663.12482 114.425016
Fcgrt 3.3018577 3.53541622 1.80668531 5.13268074 0.93209469
Fam35a 1.56795198 1.48333174 1.59184049 1.83841195 0.36331938
2010111I01Rik 2.45310431 2.04293121 1.58319132 2.90050293 1.07225293
Dusp23 4.00382286 2.34883539 1.91765998 5.99965461 2.13897769
Icosl 2.53917423 1.06210439 1.12068198 3.4640819 1.54033932
Klhdc5 4.84299262 5.30670225 4.19046596 6.45074011 2.36991576
Elp6 4.676032 6.3013427 7.60663533 6.52650357 3.49395659
Poglut1 12.8645552 12.0401605 9.07718208 23.5761395 13.3364305
Ifit2 4.012773 2.8007587 2.32426368 3.83566918 0.03969924
Cd72 0.5640399 1.7715501 0.88387865 4.06301987 0.45199381
Gne 2.26683893 1.72599814 2.25807605 3.68930781 0.33027875
Rab2b 3.40728712 3.06558814 4.66690899 9.14556704 4.47487493
Fam26e 3.90685934 2.46561959 5.88297137 4.96121463 0.43889225
Metrn 3.63616171 1.878379 1.86072579 4.48035133 1.11186038
Cbs 1.27661717 7.18051085 21.3024128 12.5575874 7.30727255
Acadsb 8.95979008 13.7340923 13.2204874 18.4366058 12.3307574
C1qa 25.9761906 26.1228702 23.8861112 32.2035299 4.87800481
Cd7 1.69299579 5.02199075 6.0384982 5.29617398 1.05519826
Tmem181b‐ps 1.77220727 1.94599267 2.32052691 6.88947509 1.63096462
Rps21 4.66989081 5.76215577 9.88398683 14.5463691 5.2123787
Notch2 2.49525026 1.74971022 1.25873892 2.96898554 1.66133487
Ano6 8.48402825 8.99286033 3.90160364 9.9276298 6.93593727
Wbp7 2.29786963 1.99805153 2.16349173 3.66708675 2.29248071
Txndc16 13.2430889 16.8436222 8.67996639 16.9294176 3.68448667
Maob 5.08283484 13.3318806 22.1061108 32.987958 13.1726875
Abhd6 9.11283273 6.34348508 8.10918242 17.6227239 8.23481922
Galnt6 0.27129148 0.22189553 2.03062689 0.77833844 0.27174955
Znrf2 34.9794503 31.8606472 66.1458481 59.9615473 27.0096872
C1qtnf7 1.81143582 3.08680282 3.03352451 7.99679265 2.3472608
Lime1 5.4259854 4.80941732 6.13405382 7.76259692 3.4144727
Erlec1 8.41921842 6.36218395 7.1751364 12.740073 5.10483967
Zfp651 1.49864736 1.81347987 2.22415958 2.16748817 0.1809639
Apmap 16.6155812 8.53410192 9.12667993 22.006933 8.08916501
Mansc4 1.04524525 0.27357762 0.75279586 3.41199175 0.09306757
Hpgd 1.85885561 3.84257992 1.05383913 3.41317027 0.97279698
Gli1 0.62326847 0.75506527 1.20374213 2.05996556 0.48518648
Smo 10.1006791 3.68230297 5.42052768 12.9012855 5.43992437
Ttll2 0.52233639 0.75718464 3.16249136 1.29109227 0.19318831
Braf 13.400305 19.7017744 16.1949443 36.9139615 14.2783994
Zfp61 4.22333908 1.94171727 2.70150111 4.59163302 1.13554722
Bgn 8.32547732 8.35906174 4.52445031 15.3120316 4.44046038
Kcnj13 0.19336305 0.6452768 3.53625914 1.46456869 0.38737908
Atp13a1 4.48184581 5.03673363 5.32264149 8.22941965 5.36726877
Trim68 2.42940158 4.92970308 3.51339996 5.28778831 2.88739296
Ccl3 0.66037154 0.38889578 1.37586035 2.12196734 0.06614866
Ftsj1 5.15981544 3.18440358 4.03741924 7.62138092 3.92121503
4933412E12Rik 1.36172902 2.85130087 2.45182642 4.41036177 0.21218217
1190007I07Rik 15.8670154 6.2978934 7.91140139 16.1680456 5.30957923
Rgs2 18.399709 22.4966755 34.4770353 65.4608236 17.9575243
Eif3b 42.4117833 47.0958126 71.4806716 91.6617428 44.4522978
Wbscr27 5.79297563 8.91468085 7.56158712 13.0077431 5.76080922
Tmem176b 379.042945 358.932326 420.424541 949.877528 388.307464
Gm10336 7.00178533 6.6924373 13.4633536 20.5861933 9.79480606
Avpi1 73.8308575 44.4367889 91.4436511 122.806686 74.10276
Fas 0.36208601 0.39803696 2.2799438 0.96403331 0.55130001
Daglb 3.31891696 2.32173902 1.71357753 3.28711385 1.24115444
4933401H06Rik 0 0.0546474 0.77334022 1.78906531 0.11154202
Cpped1 19.5659557 36.610432 30.9521219 53.8221119 28.0223887
Cgn 9.59147716 15.1133897 9.62468054 17.6234424 7.42682124
Napepld 18.9438804 12.8534309 11.0971584 21.0432623 3.9694596
Nup85 6.19193903 2.1582305 4.05549903 4.90826926 2.46885532
Lrrc17 6.58673829 8.65891511 11.6464636 53.5489874 1.33748469
Telo2 2.49322517 1.40664042 1.29970508 3.17067438 1.27276682
Dctd 4.47393416 3.20028822 3.92589143 4.60206022 1.44533861
Hdac5 2.8673913 3.28960643 2.87774664 5.54875383 3.46731814
Rab3d 18.7355022 22.6560875 20.4406365 53.9091333 17.9732072
Mgp 98.8517765 79.0722298 143.149707 192.802722 90.9925
Habp4 10.1869449 7.02143485 10.7973147 15.8828706 5.92400248
Cst7 1.6534404 1.40215468 0.489939 3.3395929 0.42399544
4933431E20Rik 1.76084828 0.52085327 1.17263235 2.65743486 0.21262505
Prodh 10.6258206 8.43317299 6.55956003 24.939191 5.76823228
Rnasek 119.939185 193.293292 227.463043 214.068198 140.47337
Cables1 5.87158796 3.50758482 4.01001077 8.3097768 1.43813469
Slc39a4 153.742564 200.447882 166.831824 415.887963 66.6247117
Fam102b 3.80839927 3.91532982 4.60671119 4.61990684 2.39200127
Lilrb4 2.57535586 1.37219692 1.44787686 3.50436728 1.17929338
Sox12 1.11749457 0.9467369 0.80331769 1.59292797 0.23565925
2900056M20Rik 3.29584233 3.94807536 2.59766143 4.23620302 1.26528352
Zfp2 4.35026167 5.30617736 4.59535971 7.07657849 1.25228316
Syde1 8.27046063 4.7498195 1.96508305 9.46845871 1.71648518
Anxa11 1.96043493 4.29733901 2.370016 3.24971735 2.66196551
Ccl5 5.03517754 4.62866545 4.88993263 5.75020609 1.86985182
Rhebl1 2.20418736 1.3508224 1.64279011 3.94854363 1.03394765
Mzb1 1.58350681 1.8085514 0.59985082 5.55084172 1.32662369
Snord15b 0.44973579 7.06270504 0.41644815 3.30316098 0.72079224
Cxcl12 0.32783422 0.77940269 1.03719492 4.47288635 0.04378503
Rbm47 17.4448558 19.5069729 23.6117879 44.6012111 16.5202816
Prr24 4.30862949 4.57184032 3.77406138 8.58846432 3.88820221
Ikbke 4.58090232 3.13334495 3.63855808 4.48602881 1.09311531
Tfdp2 1.90218532 1.53379412 2.67763361 2.73310107 0.60835997
Auh 22.3513672 24.0604569 33.9861944 47.0946028 23.5449868
Clec4a3 0.44128211 1.9634851 2.13390538 1.84561015 0.90370005
Kctd18 2.86330141 6.83852295 9.27979966 8.23675159 4.9331939
Trnp1 1.8924795 0.68107706 0.69366062 3.69209121 1.16899951
Mthfd1 11.4179312 13.1554568 8.99234841 13.54455 2.56256388
Ank2 1.07145217 1.42480037 1.57623446 1.60245106 0.51931997
Slc25a27 1.06785052 0.85753908 0.85397444 1.87162731 0.27227545
Fmo1 6.86881511 5.63558923 11.0593303 15.7782386 0.7863329
D2hgdh 2.08984486 2.62888293 2.98173064 3.77857096 2.03356281
Thy1 7.59236962 3.60055482 5.35981973 15.2866387 5.21068399
I830012O16Rik 5.76635904 6.30836744 4.67961113 22.0979911 0.31151975
D330050I16Rik 0.86497627 1.56507752 1.84567708 1.62276832 0.99451871
Gpam 2.50421065 2.71539607 1.73520063 8.50814192 0.90099031
Zfp276 2.48705644 1.33339874 1.31244784 2.5165691 1.2965245
Cldn8 29.8956049 15.005253 6.73505101 32.1438328 1.13024993
Pigw 3.38576231 0.93609893 1.87668134 2.23280397 0.72606312
Dixdc1 0.61595789 1.71070156 1.18298373 2.49239298 0.17367349
B3gnt1 11.5041752 7.19632378 6.88418468 13.2096005 2.59361239
Zfp874a 7.16523502 5.07304948 9.15093401 8.22285734 2.51609885
Dnajc28 1.93698088 0.78219209 2.01567974 3.74292057 1.2861095
Zhx3 2.88212378 2.77739299 1.81963674 3.04694481 0.58323033
Klhl13 1.03221483 2.30436644 2.82996036 3.21461023 0.90826087
Hsd3b7 29.8335431 26.9084026 28.5859789 66.0768092 28.8376206
Ptpn14 3.48394544 2.07792355 1.48377097 6.73702341 0.97277434
Pnpla7 0.68210092 0.55790599 0.63161454 1.95695553 0.11387544
Otub2 4.51127973 8.18722456 5.41270499 11.5227192 3.33378539
Rgs5 3.96533214 4.07598898 4.70662381 5.26218743 1.79102329
Ahcyl1 56.4230978 36.8976362 33.2579971 84.697645 48.7564201
Nhlrc1 1.5066345 0.35713766 1.36879645 1.69639779 0.54672123
Zfp763 6.3574173 2.0421337 3.56779805 4.36863776 1.34310106
Ociad2 7.82184736 16.0523317 27.2157666 14.9878491 11.0165612
Dbp 3.73082372 9.00200262 10.0401728 8.91981418 1.12113692
Spry2 12.56114 18.5484841 21.9029379 47.9933701 11.6433678
Snord88c 0 0.60957871 1.43773767 2.13820689 0
Prkaa2 0.94624937 0.21228592 0.27979872 1.70827113 0.4396736
Selplg 1.62778795 1.98604676 1.66963084 3.86256728 1.00340702
Ly6g6e 9.75020864 22.1121058 26.6076306 23.431889 8.27294528
1700019G17Rik 4.01853609 2.63989608 1.34475402 3.12316491 1.13187251
Flcn 6.14214927 10.3897266 7.99074749 10.1750686 4.31184878
Dhx33 4.0041161 2.35309858 2.40187417 5.6644523 2.56292512
Med23 4.74650389 4.85543122 5.01783818 8.23118866 3.37042512
Abcc3 7.14434344 1.06463007 5.93950643 4.90736006 1.31636089
Tmed1 27.6722099 29.820574 35.6543472 37.2022115 15.3925741
Rftn1 11.8926386 12.4630782 12.4347376 19.8497636 2.87210757
Gbp3 18.2612499 7.66419915 15.2163748 30.5587764 7.34653633
Zeb2 1.53851786 1.34290598 2.41195363 3.4359598 1.35331453
Hoxa11 10.2874056 14.1246232 19.5363177 17.1818835 10.5958708
Fance 7.50451983 8.50870281 7.18868834 8.93889267 3.83635951
Spata7 3.31857906 2.07449513 1.64089625 2.72135422 1.05857458
Txnrd3 1.79355141 1.06525814 1.36270763 3.27215017 0.82919066
Snora19 0.5874927 0 1.08801769 2.15747001 0
Pan2 4.32302212 5.94894026 3.09388223 5.62372436 2.91232462
Igflr1 0.76978386 2.24505885 2.59665606 3.33170854 1.27779569
Slc25a42 0.63731475 1.48512745 0.62821703 2.45368003 0.39539045
Fam161b 1.45691889 3.98105559 1.92469261 3.03183342 1.58780418
Mthfs 24.5392946 18.668348 27.2046924 24.7898361 11.0230533
Ddhd2 6.58688498 5.18406191 6.86353792 12.2209022 3.33115141
Msl3l2 2.65112943 0.52640255 0.28217281 4.22445734 0.80583899
Noa1 6.11625052 5.75857333 5.87331132 9.87864579 3.08597982
Pdgfrl 3.27547299 2.30470854 8.42947564 6.36580315 3.78380664
Fbxo32 2.88638822 2.34761627 1.94144334 3.28006362 0.99451871
Afap1 11.974037 18.3321331 15.6688853 22.5925454 3.78287935
Dst 1.90792311 1.16984979 1.96156361 3.51099422 1.25236179
Timm10 32.0183521 17.2219714 36.629929 48.2733915 25.1086788
Ddx19a 8.35722623 6.16443867 8.09041507 14.8570088 7.79295382
4933439C10Rik 3.50899342 7.33832739 7.2384768 10.6534421 4.78864107
Lrig3 1.61016517 0.5436539 1.46116747 3.42957825 0.55483206
Ncf4 1.07639653 0.95084217 1.03825623 1.72938879 0.2156428
Wdr85 7.00274579 3.78137036 4.3979577 6.61163701 2.42522661
S100g 1029.39369 4023.50903 6447.35485 10720.5595 2118.49475
Tgif2 2.21967413 1.22920422 1.86066229 5.23404853 0.69277148
Ermp1 17.4695757 7.21459117 7.17589423 15.8942424 5.22186854
Pth1r 2.25281103 3.12383885 3.52856014 3.16841241 1.45959767
Mettl4 6.00554164 2.16726495 3.56692685 5.90344003 3.4028099
Ctc1 2.59782589 1.9169473 1.4346324 2.57180055 1.73062789
Slc6a6 27.1354202 38.2810291 50.1462576 78.9788254 27.1664132
Zfp608 7.5966497 8.96415811 9.34623577 17.9354697 7.64367626
Rhod 6.28722567 5.93177488 7.62710162 17.2271078 7.49882514
2610015P09Rik 2.39867318 1.84128578 2.58579665 2.8266825 1.49184011
Atp8b2 2.46172037 1.42626002 0.97377285 2.67697076 1.33109471
Sepp1 37.1082764 32.7885125 30.9282286 45.604788 5.89546905
Tnfaip8 9.86948216 7.87873647 5.53416175 11.3933827 3.04639771
Snora75 1.68650921 1.3242572 1.56168057 2.58059452 1.35148546
Sbk1 6.66140915 2.22737558 2.93661081 6.48150494 3.34590632
Zbtb16 0.30603843 3.04384081 2.04274578 2.34140762 0.23502563
E230016K23Rik 1.99657582 5.57925078 2.01192646 3.90865374 0.25881667
Mir1249 0 2.08998414 0 1.22183251 0
Qsox2 2.50302116 1.88175379 1.0849078 3.39808134 1.92044483
Pus7l 1.90048112 1.99568535 4.00728989 3.4265366 0.84404569
Vstm4 0.76076342 1.04537304 0.30819896 2.24811836 0.09525599
Lrrc56 1.6377365 0.85730704 0.52848348 1.16185671 0.17896383
Cry2 2.71777593 3.34172528 4.12061476 4.04432995 1.24450962
E130308A19Rik 4.33536733 6.52378659 7.32193372 8.85155698 6.01494619
Hsd17b4 22.6115765 32.7633231 29.5740229 31.3508114 11.7165652
4732471J01Rik 0.43695448 0.50873343 1.61845146 1.21731557 0.61578774
Siae 4.82486721 6.23464248 3.83452551 8.59767196 2.69431007
Ankrd13d 1.21834077 1.74588353 1.07175587 1.95744302 1.02513423
Mir17 0 0 0 2.13820689 0
Mir3098 0 0 1.11824041 2.21739973 0
Rbbp9 83.3260477 71.2834569 45.4564726 92.6873088 13.95951
Cbx7 6.1762886 13.9117956 10.6242502 20.7360983 3.99201304
H2‐Eb1 6.21249769 5.09284932 6.54864095 11.2995714 1.75339515
Fam20a 0.56460337 0.68514632 1.71102665 4.64161715 0.45244535
Gnb4 6.51879848 8.37589065 10.2946407 13.7759283 5.31882318
Ptpdc1 1.05887689 1.35405375 1.21862525 1.6804094 0.44850967
Ankrd23 1.10132331 1.51989123 1.01980778 2.9107627 0.45464506
Gm16973 1.02127934 2.71235851 2.41984958 2.75770579 1.58866462
Zfp580 0.88763643 1.48688527 1.09591619 1.68417747 0.47420542
Mfsd3 2.73594456 2.36074742 2.33856085 3.14668344 1.06008633
Hpn 3.9759251 4.60611198 2.5952566 6.13358697 2.08925288
Hoxb4 5.23523307 7.50309195 9.15423149 9.2394536 5.9670418
Sdr16c6 7.68171597 16.7499831 19.2413163 15.9821905 5.97860516
Fancm 1.23294127 1.26447401 1.64651012 1.38605308 0.99473965
Mgst1 1586.10319 935.855228 719.304882 3379.05618 702.122731
Atp6v1g2 4.18750649 8.01463485 6.05869385 7.64891667 3.42557117
Itpr2 17.1095882 26.38837 30.0162852 44.6326951 16.6279693
Cd93 2.25951922 3.02383364 2.83822151 3.22889211 1.18874256
Adk 13.5634969 10.7812988 12.2811669 34.9649405 13.1714443
Parp14 5.16225483 3.95456936 5.62960252 5.7136804 1.41255796
Sparcl1 18.793356 22.2007157 31.8590855 62.0601511 12.1587427
Slc52a2 20.3605386 28.2763244 32.0711349 55.4793413 33.7350792
Gab1 4.26781586 3.47757189 3.7158077 9.17945989 4.89342131
3110040N11Rik 14.8381324 12.188729 15.0786303 16.4868974 5.91478583
Gfra4 0.65255193 1.33220804 1.24878882 1.51771323 0.41833839
Elp4 3.02493998 2.16523857 1.91894869 2.63905801 1.43299483
Rbak 2.80154719 6.98582509 4.36454587 5.17886742 1.36521608
Mcc 1.02921024 1.68919924 0.80255346 1.35696338 0.30385837
Prrg1 3.07555762 3.40933605 5.60445735 4.9375592 2.45142079
Hoxb5 14.3768387 16.6090908 16.1472499 29.3349354 18.6869951
Adat1 1.21794545 1.16705667 1.96886773 1.97102199 0.82711994
Parp8 1.16147763 0.41454511 0.33243028 2.03572806 0.71075531
Dpy19l3 1.69171245 2.48313329 4.0776197 2.98919706 1.67583492
Dkk2 2.16492249 0.95360815 1.20606982 5.21941783 0.23977772
Ptprcap 3.16037739 2.84470064 4.78226217 4.59992498 0.98832034
Twist2 2.33608949 3.59056727 3.82008652 5.65842554 2.50931294
Snord99 12.809439 10.0580487 20.4877618 27.7966895 13.0643594
6230400D17Rik 0.47949772 1.55308105 1.99803249 1.43071196 0.5763688
Gpx7 13.4828123 7.80300917 4.32742458 11.7865572 3.65888155
Rsad2 2.86001069 3.70675391 3.01526066 6.4694175 2.15380721
Ntpcr 10.4451624 8.06860545 6.58745259 9.53769859 2.75991662
Eppk1 1.10582094 0.32820806 0.95538106 3.21086678 0.74623197
Ccdc24 0.15272058 0.39972374 0.37711152 2.6172587 0.20397126
Ift122 1.50722863 2.54323372 1.46990736 2.13452667 0.60390941
Top3a 2.61544209 2.02627875 1.38853167 4.05001539 2.23561231
Six4 3.39400394 1.8838739 1.33297789 3.49204642 0.92847924
Ttc21b 2.02874325 1.31793427 1.37852913 2.65313764 1.04093822
Usp40 5.01722743 7.1952304 8.417094 10.7216032 4.93476932
Cped1 2.31662597 1.13950646 2.1821441 3.17806168 0.0853531
Tox3 13.5202438 5.85333016 6.69473337 23.025401 1.60389254
Zfp12 4.61108177 6.12633025 4.59497054 6.27995017 1.60283876
Fahd1 20.1150485 12.519109 15.5790679 18.552402 7.24250203
5730408K05Rik 15.623634 8.13406589 26.8901873 32.1176493 13.3365336
Uap1l1 8.56626928 2.39358835 5.6097291 19.0945671 4.23625383
Bace1 5.48872828 6.38531517 3.42671095 7.28030384 4.49807702
Pld6 0.77413538 1.01309294 1.46780906 2.84288445 0.23632533
Ypel3 50.286697 77.9010329 105.688055 170.626067 56.4261222
Bbs4 4.48939641 3.8071092 6.74639453 8.14907486 2.79583459
Sp110 3.50707209 1.19503406 2.11393392 2.61227914 1.14006587
Ppargc1a 2.52011302 1.16678715 1.88732123 4.52595354 0.32987759
Magi1 2.9340916 2.40357816 1.49152205 4.26457989 1.40324369
Per1 2.10987161 3.62944565 3.99738813 5.30136948 2.5472442
Elac1 0.73463179 0.97856329 3.04901036 2.43285016 0.98817122
Rangrf 4.18866016 1.87019362 1.52103229 5.05198503 1.71120073
2410004N09Rik 10.0904924 4.96672906 10.3198353 12.85887 6.99984154
Gimap4 2.12568491 4.97901195 6.40547876 7.83930436 1.32808958
Hdac8 4.69039994 4.90067338 2.55690469 8.05672385 3.81927909
Sestd1 16.5820883 19.7941498 19.6259639 33.911698 20.5228147
Etv5 3.39537578 8.46711525 20.7445006 20.3325461 3.37718135
Nadkd1 1.36331058 1.89392559 2.92942422 4.49304261 1.59671613
Sertad2 5.71292054 7.63778758 5.19990139 12.8242745 7.60407713
Plcl1 1.07442601 3.06993323 2.76361474 2.94097228 0.82113136
Uaca 2.28270368 1.1679462 2.08647296 2.50133506 1.67582569
Zfp39 1.84403235 0.65815696 1.31946619 1.5852413 0.2418082
Spon2 2.94429175 1.03004359 1.26870548 2.1410744 0.51393099
Aplnr 1.07954256 1.5516549 3.87995536 3.3260996 0.49852775
Spry1 5.26407614 3.41364077 3.17688058 12.1903554 3.81961994
Zfp13 1.46337592 0.6702801 0.64930088 1.62339784 0.43975403
Cd302 10.3238872 4.8882684 12.1058198 15.1936865 4.78091117
Lipt1 9.01640724 5.66378983 7.72772439 8.97084355 3.29339479
Adck5 4.29614867 6.04184207 4.30473078 9.09526351 4.5731681
Fah 1.60457785 2.3906254 2.09537793 5.32595633 2.86838933
Svil 2.4331409 1.01388442 0.9516491 3.58863925 1.7527077
Zfp661 1.67992643 0.51393053 1.77781145 1.24186255 0.6818468
Trub1 2.18222073 1.66545101 1.21808642 2.50900774 0.59652744
Rxra 6.7477446 7.67048386 3.47382752 9.78695492 6.49869408
Uhrf1bp1l 7.18279547 8.69032656 7.19448747 14.0990297 5.14791699

TABLE 5.

Gene list of cluster 5

D3AM D4AM D4AM D5AM_mesometrial D5AM_antimesometrial
Fam110b 3.20338124 0.97532593 1.42260359 1.53050598 0.94299136
Birc5 26.8597328 2.68314563 1.76771025 5.95893722 5.90496808
Hn1 212.106062 69.9067377 82.1733776 79.5324788 95.5487613
Cdt1 12.8280412 2.99141501 2.64580478 5.92959609 5.31876249
Fbln1 8.32861411 2.17989266 5.42907549 5.81052469 3.23594732
Ybx2 1.58442724 0.09821856 0.61774918 0.42107911 0.36753952
Rhbdl2 9.85945018 3.0714352 1.09159376 0.59033485 3.73574123
Hist1h4k 2.50814191 0.16411735 0 0 0
Sapcd2 2.59091621 0.37734895 0.13543572 0.70976685 0.4185953
Mcm2 27.0441833 7.29107491 10.4433238 12.4321729 7.40998375
Hist1h2ak 7.6329204 0.65145816 2.61207301 1.37106396 1.32970579
Rundc3b 5.19919049 0.30653101 0.27933189 0.5050241 0.7820841
3110021N24Rik 3.41893516 1.66725832 0.96642631 1.22250681 0.60563256
Pif1 2.46315893 0.18088586 0.16408963 0.40672414 0.11360313
Zfp933 5.22062031 2.49572748 1.91946611 2.90397394 1.61189648
Krt25 3.35735531 0.0620286 1.4264169 0.14505098 0.15825996
Tspan3 63.1372865 15.547959 15.85586 36.2889201 13.3288201
Acp5 18.4416721 9.37906251 4.78296887 10.7069122 4.3008906
Slc35g1 17.0779101 1.91777571 4.8885566 9.4867145 5.31457088
Ly6e 511.972695 154.392697 120.927422 214.24071 65.0208797
Hist2h2ac 1.6720946 0.13129388 0.30966658 0.61404916 0.53597372
2610204G22Rik 2.63765009 0.88131862 1.40309339 1.23655338 1.12429943
Pstk 11.6676362 5.71459792 5.2415662 8.64373448 4.58236168
Kif15 7.58527013 1.44387874 1.28958183 1.27857944 0.66093794
Hist1h1a 3.31732825 0.068547 0 0.48088187 0.27982564
Fzd2 12.5821893 8.24241817 3.84479902 7.34345584 6.16487964
S100a10 542.661583 201.352288 214.320236 197.846638 253.971147
Snord37 3.69122771 1.93224949 0 1.12961873 3.94395756
Pola2 5.33591471 1.60460134 2.39689692 3.02267408 2.80210495
Tubg1 14.3473823 4.70993319 3.97812809 4.24186226 4.44951458
Cdkn2c 24.5870475 8.00940126 9.17240234 13.532955 3.26018373
Gjb1 12.2053964 6.77708094 1.81639318 10.5652576 3.03903548
Nudt11 4.47506829 0.60516316 0.6445976 0.68474792 0.83675653
Cdca5 16.4910988 3.86855407 4.65718382 6.28224478 3.78359203
Hmgb2 125.045595 50.4057283 60.5420009 79.618818 51.7915467
Mxd3 6.82739783 1.22197302 1.53402957 2.94970496 0.20114487
Ipo13 4.94358405 2.62587751 2.01956462 3.05355967 1.82056291
Hells 18.4467648 2.44235312 3.44028384 2.30039615 1.95597564
Nuf2 7.07702743 1.29874483 0.95410782 2.58896401 0.71704592
Dlgap1 7.03247303 1.66107144 0.95296941 0.62989261 1.12578648
Serpinb9 14.2824542 3.87388436 5.99050308 5.95701795 1.98445966
Laptm5 16.4524905 8.26362997 6.21980424 9.48728993 8.21561885
Mir676 2.19814684 0 0 0 0
Tuba1b 309.358911 100.639025 104.99719 112.380431 88.8242619
Tsc22d1 69.7739802 35.3966762 32.2755389 28.4149462 60.5922965
Rfc3 16.2089961 5.47868272 5.36755396 6.7507503 4.47306463
Bdh1 3.09134322 0.50697635 0.2898769 0.08981367 1.11319474
Iqgap3 3.76839925 0.26161623 0.08510921 0.63287307 0.31302905
Clca2 2.83761867 0.15414634 0.46272017 0 0
Ifi203 2.32284382 0.8106271 0.52577953 0.66346472 0.0965177
Ccna2 26.7249614 4.13498642 2.19113062 7.75261635 3.92256114
Cbx5 16.4444345 6.77523738 6.53845844 7.24886875 5.32693222
Scarna2 8.55235273 4.19709931 0.98991774 5.88883208 5.99675515
Ift27 10.8043036 4.44379272 4.10903724 4.9596278 1.85529365
Cftr 10.7479292 1.5432862 2.16481693 1.73797146 5.5208524
Htra4 2.30229257 0.46955169 0.11074733 0.54901231 0.69484901
Mcm10 3.77010913 0.3663753 0.25923719 0.78821135 1.3311139
Mal 58.5215054 12.8656655 9.89026884 19.8919434 55.7186935
Ifitm3 3971.06986 1425.5111 1325.0217 2595.00443 1178.13103
Pcna 89.7954614 28.1625363 37.3811794 45.9476902 48.110022
Csgalnact1 3.68514375 0.04822662 0.22749228 0.09867873 0.63983677
Mir1191 5.43430746 2.13352548 0 1.24728735 1.08869662
Gins3 11.787851 1.67709963 2.02785387 2.13466094 2.16656044
Dck 13.4817755 1.84249502 2.31110334 2.15429415 1.57268049
Rnf187 93.8658203 59.0477109 45.4989473 56.3807332 36.1409097
Aldh3b1 4.27150805 0.50310208 0.29665111 0.45752025 0.31377283
Parm1 9.1014876 3.06982084 1.41911948 1.03372304 5.76460943
Cep128 1.9806338 0.50064838 0.15074262 0.58537139 0.51094229
Rasl10a 5.12041245 0 0.76298714 1.1887504 2.12236886
Nup107 4.09154844 1.34138859 1.6404717 3.09804879 1.67318445
2810408A11Rik 2.72689263 0.5811754 0.54108407 0.85834828 0.4370395
Aqp5 12.2350752 0.13205574 0 0 0.26954191
Rps15a‐ps4 4.0231028 1.32235726 2.5124311 2.23330647 1.19959685
Kif11 13.4916071 1.65758859 1.84199883 2.49716297 1.34466119
Ptn 45.7546639 4.48452065 4.27266325 4.88793459 0.82743098
Prr16 1.72998637 0.04604731 0.27151521 0.32303845 0.1409823
Rnf141 15.8919243 6.34679008 4.75722022 4.40219065 2.68972106
Zfpm1 7.3185003 3.100102 2.28271639 1.67974906 2.62367525
Kif23 13.023298 1.62957742 1.44571344 2.08014755 2.19710103
Ccl28 9.7146058 0.62995778 0.46835102 0 0
Chaf1b 6.37458753 1.20449949 0.78913986 2.40981393 1.66633753
Sdf2l1 76.3353442 17.7460026 21.3091408 40.7957523 68.8119148
Gtse1 4.19888217 0.2947028 0.32581825 0.68914869 0.56392918
Rai2 1.74209856 0.30624768 0.3611542 0.09548611 0.37505338
Slc36a1 3.77124864 0.97088759 0.69842319 1.77089262 0.96112466
Pggt1b 12.1795224 7.95393271 5.0100113 6.25831898 5.88278173
Eri2 6.57781122 1.97989252 2.48713711 4.7305356 2.53307277
Dio2 14.5226377 4.68458355 3.58259997 3.90208968 2.89370506
Kif18b 4.61329698 0.44512402 0.09050507 0.84348929 0.28196459
Spag5 2.09864935 0.40192003 0.36338425 1.00252924 0.27345598
Gramd2 2.24046009 0.7860357 0 0 0
Hist1h4j 2.29913008 0 0.19354161 0 0
Kif4 4.27640324 1.26055495 0.21785753 1.19434646 0.68759786
Cenpw 26.0501723 4.19931999 5.67107636 4.51399231 2.76494379
Trp53i11 8.62303333 1.23106504 0.93004668 2.13660042 5.7714826
Zfp454 1.93478262 0.39847947 0.46992204 0.69886918 0.05083408
Rnf183 9.5680969 1.42235032 1.11824041 0.25585382 1.89824026
Ttc7b 3.29658163 1.04134887 1.15787589 1.32193616 1.59414031
Zfp808 7.18291892 0.9043846 0.75626663 2.03795698 1.07401285
Htra2 6.58169024 2.46518721 2.34674814 6.2856337 2.87961519
Topbp1 10.5390052 3.81705283 4.71406923 5.78667142 4.3147405
Tpgs2 3.86191196 1.053438 0.90510921 1.81236992 1.22868333
Casc5 5.56672967 0.5964062 0.35166733 0.86249203 0.35238732
Fbxo5 33.7787169 5.1289622 6.31586143 7.42160132 5.61037239
Prim2 6.02627384 0.81948527 1.62107334 2.68904077 3.93886727
Agrn 17.3214408 8.09808669 6.75945185 9.38736282 3.59761192
C330027C09Rik 11.1256984 1.66215271 1.70184147 2.96787851 1.88042617
Kcnn4 5.53835164 0.1508236 0.20750853 0.26452044 0.38481177
Setd6 10.2369459 3.58953838 2.53262357 7.64066259 5.79246613
Arhgef2 8.45735108 4.44477143 3.44879176 5.46851922 3.82502895
Rab42 1.86319113 0.13933228 0 0.0814555 0.35549277
Slco2a1 10.7042248 0.05078563 0.29945441 0.3265895 8.22798734
Bard1 2.40593789 0.15038065 0.2327615 0.29671153 0.18224877
1700024P16Rik 3.53507246 0.016328 0.69319495 0.07636453 1.16646066
Krt15 5.38375576 0.02977012 0.14043019 0.10442406 2.09637395
Tbc1d4 3.5448607 1.10258387 0.96383197 2.20871845 0.11016475
Gpr126 1.84457354 0.25976206 0.22278856 0.20248047 0.26510307
Esco2 17.1633388 1.6603082 0.72903566 2.87061097 1.92878435
Bcl2l12 15.5901435 8.14510565 6.79682123 10.1360952 5.29866113
Slc14a1 5.97433751 0.26916066 0.13603626 0.53950251 0.19621066
Sectm1b 2.6118377 0.11025972 0 0.23205346 0
Sgce 7.75584361 2.78553087 2.67304187 3.51236118 2.53622764
Smc4 27.2700524 8.49228859 8.92017251 8.06672857 7.10506564
Pla2g4c 2.97522486 0.58771434 1.10893511 0.27486849 0.28490425
Rnf26 16.1665263 8.20716803 4.60000083 12.3904899 9.87161637
Gemin6 30.2039409 7.77970617 16.6809343 16.4834881 12.7515847
Gm10941 1.65092885 0.28807095 0.33971861 0.92625558 0.66148655
Rad51b 2.02278064 0.7400032 0.61725925 0.52758013 0.2026196
H2‐D1 807.821073 380.465601 281.019741 254.274183 263.424445
4930426D05Rik 2.01146482 0.41064772 0.07450337 0 0
C77370 3.61655133 1.90412888 1.26968698 1.98448216 2.03924442
Leprel4 13.7269384 4.44303539 4.46337843 8.14511375 2.63106542
Lrr1 6.34304242 0.17056833 0.68390719 0.75784548 1.46223343
Rab4a 13.6242553 6.49123616 5.43122714 4.19766961 2.84973279
Tmem107 10.9803082 1.86198587 2.1003472 4.87477364 1.81765001
Dna2 2.26231723 0.43477957 0.7764202 0.49383138 0.36765301
Xlr3b 7.13819978 0.09499928 0.26140685 2.73986683 2.13295664
Sema3a 6.41558471 0.69556209 0.3977057 0.50932041 1.16876542
Rassf10 7.3845665 0.76140686 0.77704438 1.18130275 0.08966103
Flrt2 4.62187964 0.76478636 0.68068178 0.72548995 0.34607575
Ccdc92 4.59603663 1.1121569 0.50856146 1.67189581 2.50168585
Myo5c 2.66387621 0.76061515 0.17939686 0.51581224 0.20958865
Muc20 5.22241642 0.03586594 0.18328386 1.02042841 0.29282711
Tmem221 42.6693771 15.8704352 3.45281249 4.66820996 3.08994596
Tcof1 4.78979789 1.28315726 1.5523467 3.45328034 2.69810491
Mphosph9 1.64892189 0.34236003 0.37437808 0.53130256 0.2032869
Fam72a 1.57995067 0.41352893 0.02868645 0.34130048 0.29790463
Tmem186 6.59367674 3.11355352 3.23116304 4.86780108 2.28785169
Fam171a1 26.80191 13.8941602 10.4428442 11.4223363 5.60891456
Lor 2.45597707 0.4893077 0.16971608 0.06730724 0.35249536
Mir5106 2.67993245 0 0 0 0
Cdc25c 4.53558892 0.68589382 0.2177717 1.6656202 0.80768837
Psrc1 8.12847343 1.55953132 0.37463892 1.01302526 0.56000638
Homer2 1.90680875 0.18371015 0.17873391 0.2309087 0.76869852
Clec14a 5.5456515 0.71070512 0.90464393 0.34294219 0.05756492
2210404O09Rik 13.2126341 3.57348707 2.28380842 3.18083546 2.09406211
Hmgcll1 14.6658655 3.31448938 2.37196887 12.7689102 1.85033251
Cks2 163.311119 32.4640188 27.1471389 30.6250381 29.6677672
Mettl21d 3.3018577 1.19660241 1.52873372 2.50671966 1.42474027
Dbf4 17.7704522 4.52544848 3.90377544 8.86778436 9.36528548
AI450353 5.30388408 3.03814028 1.48949622 2.87375005 1.95094434
Styk1 21.2159996 15.4917445 7.57940568 4.11183894 9.77699841
Fam64a 12.4106831 4.01673283 2.30665689 6.82009236 0.89115685
Serpinb7 4.83817516 0.05427092 0 0 0
Rcc2 38.3964766 22.7817704 17.376512 21.8055099 13.9972802
Usp1 49.8914216 22.4800734 27.0014147 23.430959 14.5476971
Hist1h2ah 7.91976591 0.26462332 0.62413418 0.46410692 0.67516069
Ezh2 9.73162821 1.84313562 3.28302302 4.73660528 4.36948204
Mex3c 38.2639178 17.3568573 21.51955 18.0343077 21.2359882
Brca1 3.84521394 0.34660161 0.56315717 0.72045479 0.76248066
Pvrl3 32.6451573 10.8903948 15.9153088 11.3618343 15.7389775
Gen1 1.5493487 0.21835655 0.64376314 0.56532549 0.14325828
1700030J22Rik 1.51450911 0.56874863 0.28454721 0.74560159 0.77392368
Pomt1 2.60846758 1.05128052 0.81225817 1.67423491 0.35146595
Tspan17 4.44244158 2.59971999 1.12542704 1.76992961 1.94789935
Scd1 15.1805587 4.42495919 8.21445487 3.88652366 6.80632329
Atrn 6.62790206 3.21750392 2.14253685 3.24805789 3.09824342
Cklf 10.1019062 4.22230591 6.87893742 4.19488062 6.79994304
Sgol1 7.64326536 1.84444431 1.08756548 1.29394398 1.33213751
Cyp4f41‐ps 1.69761131 0.45964642 0 0.16122924 0.28145837
Mthfd2 71.1658003 55.7808691 28.5297162 17.2089501 32.1370619
Nubpl 4.37295487 1.88851878 1.61971452 2.50921177 1.18269138
Cdc20 17.8016215 1.63602178 1.25237911 3.38948939 2.57772114
Vnn1 1.94339472 0.06358189 0.04998757 0.14868326 0.47585415
Arhgef39 6.2316966 1.57844055 0.40951591 1.29188825 1.99750995
Rgn 1.6572221 0 0.46036835 0.15214687 0.73040891
2210417A02Rik 2.25276746 0.55859576 0.10979088 0.21770834 0.19002705
Mir25 8.53962601 0 1.43773767 5.70188503 3.11056177
Dhfr 8.81405634 1.74231192 2.02044269 2.53512922 2.18315572
Tk1 36.5356946 3.44106958 3.30816191 10.4083351 2.97741427
Adat2 2.51332045 1.37438393 0.6649413 0.8652895 0.86316484
Pglyrp1 35.3349683 4.88737114 2.83747346 5.62652972 5.21807014
Dyrk3 6.29456463 2.24885118 0.67029662 1.18468219 2.2698694
Adtrp 2.7955128 1.39685222 0.84717824 0.37331126 1.20155449
Tesc 1.79989801 0 0 0.12711209 0.61022486
Tuba1a 229.900922 31.7655258 29.9078352 52.7200375 73.3115028
Map7d2 3.09645542 1.83348116 0.5327165 0.1398101 0.28474473
Tbc1d22b 6.42590123 3.15353523 3.32108753 3.30990261 2.15556317
Wnt4 7.3859957 0.81702362 0.39487956 0.75170025 3.11658274
Tcf19 26.3347827 1.93497404 2.86087901 6.68596671 0.79579854
Nxnl2 2.74752604 0.17611216 0.20768696 0.10295751 0.26959985
Arg2 13.0239295 7.51627325 2.85518264 10.7317766 8.29775828
Zfp934 14.1973789 5.47946027 4.3079077 2.7983421 3.23529032
Wdr76 2.64288657 0.43434638 1.05289554 0.74766706 0.35708428
Pbx3 6.54024467 1.7546085 1.96825265 1.75131028 1.31025753
Rpa2 16.5773824 5.02851123 4.03244268 8.93679286 4.39877422
Fam111a 15.6556979 2.673076 3.05794532 4.02375913 1.99293761
Ldoc1l 2.16586497 0.98336918 0.66851878 1.01451298 0.38962843
Blm 1.6349069 0.55904752 0.29301245 0.58102508 0.86637887
Hist1h2ae 42.9804317 3.85489263 6.26151092 2.04101566 2.9691726
Macc1 21.6176067 4.83062373 5.47515823 7.06011707 2.21847613
Kctd17 6.33887452 2.86277371 2.45529787 5.43925055 3.78484619
Adra2a 1.90436662 0.68703899 0.09531962 0.33077234 0.74241032
Tead2 16.5881272 1.96102768 2.91218353 2.46272907 6.64645425
Cdh4 3.87589578 0.22603328 0 0 0.23068079
Upk1a 2.09395333 0.31317805 0.27699533 0.27463208 0.43947386
Tnfsf13 2.01965924 0.15248544 0.39561334 0.07131601 0.21786901
Bub1 6.52567979 0.87367795 0.41769644 1.14576731 1.0964784
Xlr4a 3.50423856 0.25795774 0.45630969 1.15617568 1.27243131
Chst7 5.73387521 1.25970343 0.60522533 4.82776917 2.9521286
Ccnb1 54.4838598 5.23985014 3.51984999 13.1837627 7.91984483
Cdk3‐ps 2.05643029 0.71765398 0.38084432 0.83910011 0.9887532
Fam132b 1.5752735 0.12732941 0.17160919 0.34029012 0.7982486
Ckap2l 17.5242124 2.28519146 0.7507218 5.40106833 1.54923229
D7Ertd715e 13.5002768 4.92666349 5.45199564 3.74015577 4.43223138
Ipo9 8.13577525 3.27624118 4.37684604 5.60679265 3.69556287
5033406O09Rik 10.7491796 3.52420403 1.64146568 2.52775875 3.17352861
AA986860 3.65400667 1.00332171 0.29061181 1.13194864 0.43113733
Pemt 9.07021101 2.210271 2.02731355 1.07679483 1.94242274
4632434I11Rik 7.37389357 1.23223623 1.99590837 3.2286986 1.54545046
Galnt12 16.3617777 6.12329515 5.47715767 11.4552311 5.40024965
Plch1 2.19242615 0.39162227 0.11545886 0.09539483 0.18318414
Oip5 13.4025309 0.82216782 1.55131617 2.30712111 1.44320477
Vcam1 5.75735929 0.34658801 0.10662445 0.10571476 0
Stmn1 236.054012 46.422294 37.9399982 55.8596463 24.9455316
Tcf15 10.3666273 1.15499124 0.12972069 0.06430697 1.01034788
Cep55 19.8123348 1.47457485 0.56515822 2.49996255 1.95636196
Bak1 7.71986534 3.01805403 2.8352589 4.81470362 4.95949708
Dhcr24 5.60159995 0.54662321 0.44973919 0.71344341 2.40010575
Cenpm 12.7182437 0.96394224 1.31864795 3.87711008 2.91193553
Ptp4a3 4.02366995 0.87576625 1.21580501 2.44974904 1.93462261
Lig1 4.28073324 1.23682637 0.97810286 1.75236961 1.30680719
Xlr3a 1.82133438 0.248717 0.14665448 0.50891141 1.26915453
Spin4 5.07514346 0.55177383 0.37596014 0.73116845 0.53809143
Kdm8 3.46870689 1.84370123 1.03771246 2.71912725 1.64640863
Ung 5.19330098 0.83021306 0.63350959 0.59955443 0.99680377
Lix1 4.22415391 0.54455436 0.3113631 0.07717666 0.18525034
Poc1a 3.74384627 2.0097885 0.70749833 0.80668145 0.94902201
Odf2l 11.8360226 5.17198282 6.26283869 5.44481475 4.30759839
Mrpl42 142.66281 61.5839247 88.3107695 92.3217375 48.255742
Vrk1 5.85805746 2.07732091 3.11787579 3.91140901 2.10626659
Fndc1 9.14703822 0.13138371 0 0 0.03575603
Bet3l 2.1462075 0.12963193 0.10191558 0 0
Cdca3 44.9645117 5.50587221 2.15080917 6.79972781 4.77621742
Ube2t 21.153004 3.22698201 4.70096246 3.1072367 2.56686209
Tmem218 17.709449 6.62647914 4.85447895 9.33264417 3.02273414
Nudt10 8.67751209 0.29243068 0.79317795 1.23090379 0.98486319
Prkcdbp 38.2626093 14.7724805 17.538718 28.3593755 10.6959668
Acpl2 13.3349545 9.32186518 3.98695715 6.98480916 2.79711285
Avil 5.8911978 1.70513214 1.33392476 0.2171341 5.18611564
Scara3 10.0163623 1.81960587 1.68474987 2.91876229 1.88771361
Phf19 4.84340093 0.64296467 0.66144383 0.28791244 0.37695721
Dnmt1 5.9377395 2.46113536 2.40428783 2.64969419 2.22989384
Tubb4b 197.306118 65.6699143 65.4799649 100.656089 117.546574
Pold1 3.75195761 0.55332086 1.21687026 0.92672284 0.53417358
Neil3 5.73098736 1.20454701 0.75045695 1.88670896 0.13916761
Troap 2.2159312 0.58751982 0.05329654 0.55483921 0.27673842
Naglu 6.00252936 3.70029288 1.95026183 4.83405674 2.08860974
Bmp3 1.55066357 0.39489418 0.03880783 0.57715096 0.03358447
Spred2 4.38226187 2.26427077 1.70305834 2.64744557 1.20090212
2510049J12Rik 3.95533682 0.68568602 0.47565957 0 0.94676728
Padi2 2.83707855 0.68875476 0.82493145 0.52848493 0.36244125
Clca3 19.9967702 1.46548122 0.26746329 0.02039857 0
Sgk1 216.044116 62.8817758 6.98705229 80.4216798 89.379452
Rad54l 3.96442976 1.26513345 0.80487135 0.73961383 0.67955056
Hirip3 4.33705781 1.50901683 1.29860176 2.19355673 0.93651322
4931417G12Rik 1.72873404 0.1885295 0.48912725 0.30860718 0.46177412
Ncapd2 3.75610086 0.83941986 0.58859974 1.36610294 0.86825605
Hist1h4h 15.6890048 5.67749877 3.28453877 3.63226776 2.07717849
Tspyl5 2.42368215 0.6003035 0.94892838 0.44801541 0.45622607
Chac2 67.9124749 28.0699979 28.5555487 24.7503887 14.5203272
Mir1898 2.35704902 3.08461515 0 1.44264561 1.25921537
Melk 14.0538576 1.19489142 0.60094869 1.49982666 1.14772684
Eno3 1.74819367 1.24499991 0.30117198 1.19440983 0.87964515
Ap1s2 41.5151051 17.2558254 13.1238717 12.5606224 7.50051791
Mki67 14.712275 2.75971256 1.5942834 4.6172535 1.24484219
Ctnnd2 3.15858839 0.03444643 0 0.0503446 0.11425272
Dbil5 2.26823268 1.51387547 0.31505208 0.20824276 0.2726475
Fastkd1 2.14632312 0.43029085 0.80344164 0.48214469 0.3293536
Gpsm2 7.59058084 3.08284645 1.67928419 3.99932962 1.82781175
Tcf7 12.5295025 3.50058336 2.15853376 11.3158724 8.26592178
Hspb2 3.80401522 0.24383148 0.07188688 0.14254713 0.68432359
2010001M06Rik 4.95608841 1.3313199 1.57000953 1.55661461 2.29932726
Arsa 3.21295062 2.24414367 0.9513532 1.01183551 1.4520113
Cep152 1.57150223 0.31070759 0.43969647 0.68505658 0.49829388
Calml4 7.5827546 0.71448295 0.42129057 0.55692831 0.12152893
Prkcq 2.77538431 0.57185953 0.14581342 0.23492524 0.0630938
Mis18a 38.123757 13.1556464 15.5142954 13.4937302 14.4310924
BC030867 2.56436058 0.34230373 0.14247341 0.30605871 0.80143141
Mir2861 3.18105803 0 0 0.73011942 1.27457165
Slbp 60.6136857 29.259778 22.8063452 30.9810577 31.9119607
A330040F15Rik 4.54005434 3.84266072 0.05459763 1.29916368 0.09449808
Rrm1 26.9200119 5.89295004 8.53578055 10.7397151 7.63531239
Mcm8 3.57296358 1.41077202 1.4746489 1.2371341 0.76897294
Dlgap5 4.224239 0.88105101 0.79453924 1.31293405 1.23415001
Gusb 24.2950716 10.382694 10.5231158 18.0145671 7.68116246
Ccne1 7.70138051 1.1780202 1.57445505 2.93839474 3.44642611
Kcnq1 9.7096309 4.64881749 1.41542876 3.85427851 1.4664517
Dmd 1.5959257 0.34747571 0.23976134 0.70882515 0.19240033
Car13 11.8283056 3.00679537 5.06929166 3.07291672 5.13709479
Dctpp1 74.571727 26.4099495 27.1446686 53.0706996 32.6402923
Ahcy 11.9849898 4.01012109 5.27566549 7.53968268 6.51932615
Ccdc69 1.51655092 0.07217 0.46810064 0.29534077 0.51557726
Gins2 30.4698164 5.57429779 8.20258427 8.88241627 6.24269969
Stra6 40.806546 18.3476162 5.83622012 3.38637488 27.4918316
BC052040 7.62764888 4.02982141 3.46614157 4.14981957 3.47125218
Msx2 37.9747998 1.23156328 0.36309194 0.94152311 0.70095546
Prc1 32.1618595 4.01338038 1.70465741 7.21777973 2.86365899
Mir135a‐2 1.95635069 0 1.20769964 0 0
Lpxn 6.78232754 3.55034963 1.94906696 1.53879324 0.71842263
Cysltr1 1.53912848 0.66934133 0.08770513 0.08695685 0.15180084
Lbp 87.887279 23.4425865 59.308814 55.1513418 23.614153
Tex9 3.94261083 1.897785 1.59459994 1.6642055 1.13787333
Prim1 13.3996622 5.37765327 4.6874187 2.53851046 2.55662611
Zfp36l2 12.6436477 4.76827546 9.1611521 6.89697302 6.78917744
Wee1 19.4547889 9.76467 5.36912388 6.44401396 11.7384358
Dmpk 4.86724929 2.28194464 0.43757233 1.0845977 1.43897292
Hmmr 14.2785943 3.82006811 1.51193874 4.32885829 2.55012024
Hist1h3d 4.60131143 0.24917086 1.32229888 1.31101736 0.2542941
Asprv1 11.5430228 3.71241795 1.10436283 2.07256631 6.51937988
Slc6a9 1.89337118 0.29733729 0.12918548 1.20764252 1.13394807
A930001C03Rik 2.35046324 0.34336705 0.15184824 1.35497436 0.13141015
Sema3f 5.57364868 1.90149751 1.05001885 1.3233818 5.22112331
Rnf122 3.62185025 1.34255113 1.6683756 1.83981038 1.48801838
Glis2 2.43259964 0.43861369 0.83427718 1.8693801 0.77974624
Aaas 3.87822823 1.71997869 1.29681404 2.7033717 2.10065691
Pigt 8.95162418 3.54447252 1.86562909 3.30138474 2.28894526
Smim1 5.32378988 1.99343926 0.85963513 0.99145212 0.45546866
H2‐Q1 3.80186728 1.59381943 0.74586193 1.39025705 0.87784233
Calcb 1.83026572 0 0.75324302 0 0
6720489N17Rik 6.6497136 1.88280793 3.09020947 1.06667182 1.01028405
Hist1h4i 20.6442965 7.34218825 4.83529651 4.12510677 5.54687886
Ccdc80 11.011623 2.14756183 2.0856655 1.73963762 3.28041481
Pctp 21.3732884 6.57268733 4.90187576 11.299626 4.4011845
Papss1 21.544939 13.4707517 9.35967222 13.1253007 6.91406099
Zfp286 2.32124111 0.63026302 0.40176302 0.69708674 0
Ltc4s 1.55265928 0.69666138 0.10269555 0.20363875 0.53323916
2900026A02Rik 5.08244583 1.44720125 1.5308286 3.70212319 1.23527345
Xlr4b 2.02520775 0.03975513 0 0.69724138 1.58232925
5830416I19Rik 1.95883022 0.19469434 1.14800346 0.09105672 0.35765547
Thbs3 3.33946132 0.62738921 0.70193036 0.94046172 0.50894771
Gclc 68.7510459 28.8371463 15.8935669 51.6064686 7.42613719
4930415O20Rik 2.53472998 0.09046751 0.2133745 0 0.09232763
Greb1 2.41583257 0.19837138 0.15352114 0.60159719 0.34796115
Crybb1 2.61444345 0.70384346 0.55335608 0 0
Tmem237 8.5978901 3.84294245 2.78652808 7.77214349 5.82993727
Sod3 1.94518976 0.12519465 0.70867461 0 0.63884398
Eme1 3.74645254 0.25280553 0.1084111 0.48368773 1.10237862
Pmp2 4.82872481 0.90096091 0 0 0
Slc35f2 6.22152022 2.25316242 1.50492167 3.45043977 1.44481234
Zfp658 1.83233082 0.27260663 0.44650238 0.65518555 0.46368623
Scx 29.391184 0.67611723 0.79733691 0.26351141 0.87402405
Cmc2 16.031207 5.01378488 4.52887365 3.90816703 3.95559772
Mir3094 3.05679795 0 0 0 0
Lxn 44.2507893 21.2883641 21.1789818 20.8338107 27.7079271
Lsm2 61.5345546 24.3616654 31.0171317 44.5726651 41.8059502
Mdk 39.3268963 12.2812593 11.8456363 21.1035285 7.56831856
Fam129a 4.22162499 0.23398909 1.14975213 1.10954427 2.98500215
Ect2 22.5397703 2.82328074 2.4200928 2.41398727 2.11974547
Cdc42ep3 17.1400323 7.75748563 1.62704832 2.83065111 8.47489712
Tmsb10 179.868085 89.8659937 47.257812 42.283438 154.167754
Mbnl3 7.82901266 3.80299502 3.02238291 3.908004 3.83900217
Clhc1 4.41590969 0.72573465 0.66566122 1.2256808 0.61721383
Arhgap11a 4.88730223 1.63299539 0.67402013 2.57761117 0.90619834
Snora68 25.2861653 9.92742468 8.62642601 25.6584826 10.6647832
Cd79b 2.72168988 0.81209317 0.7560724 1.3493192 0.61068792
Ankrd9 7.82642247 2.32202304 1.88850608 2.99583013 4.06537533
Epha4 11.387313 8.81191877 3.54026997 4.2385694 3.22892828
Gdpd1 16.3029224 8.53410192 6.07739352 6.55579051 12.9170961
Cdk1 35.1139867 3.38380125 3.20927177 7.85006024 4.9516663
Slc9a3r1 56.4579872 30.9572105 21.6468536 22.3655105 45.650488
Mir186 3.673898 0 0 2.52970955 0
Aspm 3.53621061 0.5034307 0.24482052 1.02554176 0.20127535
Tpx2 13.9984772 1.31384112 0.84386802 2.9214813 2.89720502
Gm15441 2.22179695 0.30606462 0.50531366 0.64414601 0.31235767
Wisp1 9.4921834 6.66822301 0.79358997 0.87026979 7.33602023
Kif20a 4.45877621 1.6259595 0.95873723 2.37639382 0.95013523
Prnp 107.423282 53.1487939 46.8218411 25.9088856 31.6030799
Xpnpep3 4.61479509 2.76909982 1.86603776 2.3866512 1.90555552
Cenph 12.8949669 1.94238639 2.48558037 1.93284238 2.10885544
Serpinb11 2.07264934 0 1.06624453 0 0.03075776
Msantd3 28.9751016 19.6641284 7.41282235 7.21949701 7.26665076
Ttll5 2.81537763 1.38562365 1.24736588 1.36039604 1.71636699
Mcm3 21.4434835 2.92749858 6.23517833 6.49315493 8.27499966
Mcm5 14.1018849 2.03501671 2.73514676 3.32415565 4.04682086
Gemin8 7.31677998 2.84470064 2.99293756 3.22827314 0.99619298
Usp51 5.97846375 1.86861511 0.0806208 1.33221613 3.814072
Mad2l1 54.6644076 8.22242168 12.7421064 10.7939163 9.3003092
Kpna2 65.915643 15.5020831 20.5925233 34.5470443 33.4621964
2700099C18Rik 4.75661735 0.72288863 0.42624693 1.45565771 0.61479339
Slc35e4 3.96514359 3.53192973 0.59220316 2.30945915 3.31413629
Tmem45b 207.228258 86.9665624 34.6974024 221.727302 89.3519236
1600014C10Rik 11.7381041 8.7864145 5.28587379 6.26463629 9.1185442
Egfl6 6.98006603 0.1327527 0.17891847 0 0.01935461
Lmnb1 13.1203259 3.40403503 3.33466134 4.19067491 3.62107465
Oit1 27.210633 6.50802017 10.5709921 2.6800227 10.1089528
Klhl23 3.53106398 0.93159787 0.71933594 1.25782324 0.11318483
Fam83d 12.3786791 1.65395427 0.24047117 1.82788305 1.06364696
2810417H13Rik 108.26725 6.30672635 9.33475424 16.2528805 4.5536435
Slc6a14 192.404886 172.726045 36.4386066 76.7038109 187.499443
Fam184b 1.69237225 0.31048152 0.20504238 0.10164651 0.46896076
Bora 6.39887926 2.34473799 1.52740033 3.10706731 1.64087899
Hist1h3g 2.12070535 0.52037207 0 0 0
Fgd2 3.57732697 1.32644327 0.39106465 0.61580358 0.0199076
Snord17 5.31135933 1.62186552 0.54647043 1.62542424 2.36458994
Dut 30.0877182 5.56483238 10.168331 11.1302521 9.17417597
Bend5 11.0395051 6.38715804 2.75340327 1.09824043 4.43695226
Cyp21a1 2.98420628 0.55917673 0.31401447 1.43214273 0.70654882
Zfp367 14.7053294 4.19613722 5.83087076 5.76E+00 2.75511992
Arsb 9.61255288 2.75983742 3.54226267 3.79720671 0.64191889
Mxra7 6.46446314 3.23553777 2.1003472 3.47071263 1.21176667
Hist1h1e 11.9211426 4.05712354 3.59620556 5.27077409 8.30814779
Cox18 12.6121559 5.18187598 6.65411721 8.34766226 7.91304529
Gprasp2 5.39730065 3.03096967 0.99639965 1.14470793 1.98463291
Noxo1 1.95227131 0.38895371 0.4856701 0.16050883 0.46700123
Parp1 8.26435052 3.13088035 3.39241472 5.91345223 2.44423343
E2f7 3.37014393 0.22441758 0.22054413 0.14213063 0.65846662
Ube2c 171.749799 20.8448419 10.312795 25.3369478 23.0134795
Tbc1d7 10.5497103 4.83215604 2.58587552 3.03859377 2.11350462
S100a13 34.1107299 18.5482439 16.9753586 14.4859778 25.14204
Mtfr2 5.00323756 0.68805503 0.65436695 0.64878406 1.35910111
Ctsh 95.3866611 42.5600869 37.3918096 47.1064235 26.4989964
Tspan8 515.352301 160.039643 220.194908 216.821483 143.931129
Glrp1 2.29923688 0.1569891 0 0.12237055 0.05340566
Fam84b 7.86572779 2.53123641 2.33377155 7.89941181 3.42871917
Gpha2 1.88537198 0.26124802 0.41078219 0.4072775 0.35549277
Anxa9 2.90269534 0.62160378 0.85522483 0.72679566 2.27321176
Kifc1 2.10632072 0.02205194 0.10402236 0.07735115 0.04501071
Gbp4 1.83937776 0.63187709 0.50564771 0.30343879 0.12667074
Nek2 10.3416724 1.1051355 0.83107263 2.20977027 1.99418436
Ptprs 21.2917054 4.68965842 3.11575083 3.28653155 1.69273053
Pxmp2 5.82361506 1.75874524 0.2962953 0.82254867 2.35902074
Fam84a 109.104173 52.5226001 19.0444943 25.6483609 18.9703775
Nfic 7.98700757 3.49769388 2.70509372 3.61406215 1.5523655
Mir181a‐2 2.57414564 0 0 0.78776043 0.68759786
Hist2h2be 3.11362154 0.88014038 1.24552675 1.23490023 0.27945154
Pkmyt1 3.77389866 1.55698181 1.00690995 2.52516046 2.28097693
Fxn 13.3996622 3.08630535 3.58449665 9.40420489 6.77676361
Ncapg 8.02361242 1.05233923 0.71848005 1.27899233 1.03158273
Uevld 8.54956815 3.22321193 3.57827222 6.19880425 4.85482599
Ppil1 147.222769 90.7775582 62.6711624 84.3597409 54.3219291
Chek1 9.69440778 1.08529056 1.93758111 2.18541487 0.95377131
Ccne2 2.12845117 0.55709089 0.69451176 0.74441769 0.47108041
Cdc25b 11.4239456 3.73756289 3.35365657 3.43904554 2.3218157
Apol7a 2.07194331 0.12843966 0.50489115 0.35040849 0.28400781
Alg6 10.6801418 3.35444469 3.64559301 4.01823593 2.2151515
Loxl4 1.89506105 1.21489698 0.27765763 0.29731183 0.74008142
Dek 76.2640935 33.8477832 36.2263478 30.9703079 33.1981339
Nudt16 7.06527645 3.82599837 2.18077768 6.63563083 4.78321503
H2‐Q4 2.94598263 1.8277162 0.67356366 0.63442614 0.49546929
Ldhb 581.091761 103.361867 69.2320841 224.024411 20.1738015
H1fx 23.7021772 4.48401965 1.93322918 9.75280052 2.85398436
Chtf8 25.3638096 7.96632646 5.78921186 17.8118251 15.707541
Cacnb3 13.6693734 4.43116831 1.83864529 12.74152 7.70462222
Racgap1 14.8295425 1.77086095 1.79283307 1.9142707 1.415128
Emid1 24.1259364 4.17996829 2.78067945 2.66296828 0.65629435
Akr1c12 1.96005891 0.24957569 0.68675041 0.04863509 0.16980483
Gpd1 2.43519415 0.49641814 0.3252333 0.27946402 0.4315695
Mtap 26.3345095 10.5291734 10.3631771 17.0621888 4.39223968
Cdc45 2.86042875 0.88407402 0.53537782 1.28511921 1.31679964
Rad51ap1 8.56458702 1.86959617 1.25047919 1.40294337 1.62325556
Chchd6 5.67561774 1.40971844 1.39432463 2.71168688 1.25306467
Dnph1 26.5327851 4.58341459 8.68102364 19.8663779 3.02393853
Wdhd1 4.32765645 0.49070064 1.18628858 1.27657201 0.88890227
Fut2 31.6358769 10.6627452 14.430017 1.37001814 16.1948516
Spc25 110.554837 15.8274684 15.4206907 16.8785889 6.57347036
Cdc6 4.24479409 0.45747579 0.48811515 0.57309948 1.14497258
Clspn 3.04984417 0.39056107 0.55754901 1.20172206 0.39859146
Stc2 4.80086058 0.42837098 0.23574728 1.90327841 4.63409514
Suv39h1 14.168265 5.80077916 5.61991168 5.74488705 3.32059457
Zfp947 12.3114961 7.10586749 4.04231922 4.09789481 2.27975283
Pck2 9.64749407 4.36745216 1.86483033 5.8813267 2.09029751
Slc7a1 5.08685696 1.71894573 2.08601136 3.3358291 2.50404772
Snta1 4.34744597 0.38736349 0.39971147 0.82090969 0.81536428
Psat1 85.5527103 32.9921323 15.1750296 12.257565 26.978348
Rad18 4.17683165 1.17537427 0.44713056 1.6402683 1.56714271
Ndc80 10.6957837 1.32606218 1.72842066 2.20329542 1.0446739
Akr1c14 4.40078886 0.31413872 0.14818401 0.12243311 0
Gsg2 9.32589797 1.29332174 1.97631389 0.93712945 0.83656517
2010300C02Rik 2.43740092 1.26808027 0.26308522 0.49422438 0.58716222
Cldn9 3.38938095 0.39033314 0.16738734 0 0
Lce3c 13.2967098 0 0 0 8.80222798
2700094K13Rik 88.549599 39.5157827 47.4008769 53.0804348 29.6305059
Hs3st6 3.26058448 2.14052065 0.24747944 0.53980961 0.47117362
Cd81 174.885895 59.5025921 51.7528733 93.3542816 90.4349729
Trim59 55.4299361 22.8667169 14.9928466 14.3728509 7.14065673
Pir 3.99172116 0.76758943 0.79205785 0.41134773 0.48960747
1700013G23Rik 1.84910273 0.58077064 0 0.22635082 0.29635598
Dsel 5.02411767 3.41186376 1.42501433 1.28819266 2.05837903
Cenpf 6.06852173 1.05889774 0.46149285 1.59875278 0.64840194
Skp2 2.97803907 0.61971048 1.02314396 1.43950284 0.68304865
Mex3b 4.56252746 1.93366361 1.4495224 0.66599887 1.75925215
Abcb7 13.4635699 4.99687301 7.41312421 8.22313007 3.72943339
Efna4 52.3818208 29.5485258 17.3663576 10.9161088 14.5705262
Pole2 2.88547299 0.60418421 0.99751003 1.94267764 0.89408006
Foxm1 4.84045531 0.68038201 0.19367463 1.67333671 0.7781749
Zfp418 3.86439642 2.27576051 0.93932194 1.79609378 0.46451056
Kitl 3.42211802 1.50325465 0.72018786 0.7140434 0.41230639
Cep78 12.7660389 4.64035514 5.49600464 3.47615902 2.41913599
Col12a1 5.70511393 0.80810091 0.00517926 0.13864692 0.07619662
Nrm 33.2739973 3.56753441 6.4344653 10.2236668 10.8155762
Them4 60.3490838 46.2321406 36.0564662 14.8463243 56.4259501
Rrm2 42.3576846 4.01650852 5.09671408 11.9190321 23.3001053
Mir3061 7.16611973 1.12537608 0 2.63163924 1.72277267
Cdk18 3.27557075 1.09267884 0.69385239 0.15724174 2.02441814
Fignl1 19.1425034 2.04887316 1.74616962 1.77153388 3.7778578
Cdca2 10.0172585 0.70321694 0.95215384 1.73579765 0.87715943
Vpreb1 2.37750951 0.33336336 0 0 0.27217416
Pask 1.75800218 0.64018268 0.60160853 1.04090869 0.47980066
Nusap1 36.0206461 2.43913859 1.65242687 3.96435114 1.21816324
Mns1 2.74271633 0.70842019 0.26733805 1.02709661 0.69406669
Impa2 6.2106371 1.58859906 1.82984794 4.10362938 2.60156075
Csda 125.940513 57.99706 50.0073267 90.3512985 91.9416573
Iffo2 4.36563612 2.07653075 1.54509368 1.17542883 1.74920294
Plk4 12.2444278 2.51186986 2.07695738 3.57834679 3.65374811
Gm6880 2.49614123 0 1.15569344 0 0.16669039
Nasp 22.3021911 6.54055735 11.3688366 9.94350917 8.57982654
Sgpp2 6.91589704 1.76744282 1.13278481 5.06152825 2.44425734
Fam46c 2.0248085 0.55520032 0.53569723 0.50161975 0.0772658
1190002F15Rik 35.8825442 6.07369362 3.08391177 8.0878468 0.51654798
Mb21d1 3.92900429 0.94728531 1.34356585 1.39197268 0.37886642
Lsm6 16.9334221 8.16363972 8.84883846 9.23012328 6.33798442
Uchl5 19.6586293 7.63504742 8.90605084 13.4876843 11.0669452
Anxa2 203.940779 121.042633 120.769964 41.2203959 201.841501
Spire2 5.92579433 2.21674486 2.0188721 0.8981752 4.25585648
Pigz 2.7768714 0.5392427 0.13824401 0.05482582 0.23927398
Rbm28 11.9331472 6.22626547 3.70734362 7.7089867 5.20576959
Fkbp10 7.01470345 3.02939308 1.83265985 4.71506244 3.61365301
Ubd 33.4757979 1.31153754 0.83778524 1.53348455 0.16731303
Tmem191c 1.8062897 0.3273022 0.42887061 0.17008464 0.14845863
Anp32a 32.7617045 14.1473544 11.8633975 21.0631776 9.66712638
Pf4 2.43989315 0.9579094 0.2053911 0.91637438 0.35549277
Ccnb2 53.4050306 8.34027092 3.91855821 9.7905177 5.01888435
Zdhhc21 8.07787355 4.31239843 3.42947504 3.81070444 4.11442973
Txndc5 191.897295 107.398591 53.5319673 89.3128281 81.4513139
Chek2 5.57216039 2.64340674 1.28993286 1.83845826 0.6976961
Prdx4 60.2622895 19.5890463 22.0482601 29.5971694 30.3361126
Focad 3.80289011 1.192654 1.28146183 1.99359386 1.46061161
Isoc1 24.4766466 11.0480492 10.060237 15.4404733 9.97030317
Fancb 3.30911821 0.7621796 1.2665321 0.38481937 0.74249404
Tstd2 7.87580792 6.21161686 1.86373401 1.63894763 1.61288388
Mybl2 1.77914118 0.20747412 0.34254042 0.66306362 0.9034241
Gmnn 33.8406618 9.06693735 8.77652758 5.20873325 12.4091357
Dsn1 9.59751541 2.1307219 1.2960421 5.74309445 3.79970857
Spink2 20.2454592 0.58567366 0.19733654 0.58695875 2.98857895
Mal2 181.112249 32.4203613 76.9663717 104.33525 131.65108
Tspan12 7.25447309 3.41364077 1.35805582 1.65904245 2.1196792
Cytl1 4.08409965 0.15771441 0 0 0
Gdf15 8.84328262 0.51960399 0 0 1.25340718
Apitd1 21.9475901 4.90022627 8.50584156 6.24448376 7.41718471
Snora30 3.65673025 0 0 1.67859232 0.97677454
Dclk1 4.20024503 0.20883759 0.36709608 2.096249 1.28683186
Gsdmc2 10.1822751 0.90804026 2.19391803 0.15537144 0
Neurl1b 1.55968488 0.2730692 0 0.06772601 0
Ckap2 12.5108163 1.79147238 1.6715566 4.58058007 4.50044831
Cchcr1 3.3353854 1.07839723 0.95380566 1.6436611 1.08091729
Xrcc3 3.95793491 1.05707291 1.24659335 0.71685549 1.1003837
Slfn9 11.7536629 0.59756419 2.20806081 0.93158391 0.35235824
Tgtp1 3.08763073 0.67446445 1.09634535 0.06394068 0
Arhgap19 2.9687812 0.48813735 0.49341814 1.01336031 0.4270063
4930579G24Rik 21.1300447 6.03325032 5.88822578 17.0882801 14.2520285
Nup210 3.75419108 0.29114207 0.33475683 2.3573465 1.14394391
Mcm6 35.5843173 9.42546107 13.8213127 13.0223507 10.8261703
Prr11 3.56133868 0.64223187 0.34713081 0.79784673 0.28675364
Rfc4 15.1767337 2.56865239 4.07201359 3.8403321 2.57849199
Cxcr6 3.82382332 1.97460995 0.60608276 1.70785463 0.63492925
Cdca8 34.8116522 4.50323459 3.63943926 9.38917414 7.13477932
Tmem54 35.7324326 10.0830999 9.30590477 12.2507538 23.4442614
Dnajc19 16.1904884 7.92031922 8.6859186 7.66805228 5.76633795
Elovl6 9.47098668 1.4201985 2.13159291 4.53879249 2.03794344
Mboat1 46.5151066 23.016304 17.0612202 20.5523169 8.97862952
Mvk 5.26724919 2.77782703 1.52873372 2.02092128 4.15791548
Gins4 24.6217156 9.98565005 11.6431454 12.8605933 11.3403237
Trim2 10.5887818 4.01726731 2.21475159 4.86432978 0.92024878
Ccp110 7.30506346 4.17162171 2.11009821 2.42683066 1.82608858
Me2 36.0457282 14.4749493 13.1100592 7.92573632 5.76853997
Slc6a15 3.29279662 1.4894865 0.53027427 2.90805525 1.11857304
Icam2 20.3286878 2.91444812 0.89890078 2.51641861 1.37278733
Spc24 47.7123333 4.21327789 4.25246352 5.90265563 3.91252869
Ubqln2 27.4802491 17.0682038 12.1423363 10.4371746 11.1049019
Ptges3l 2.94590795 1.22666763 0.78529409 0.90153008 0.2146096
Dcaf4 7.74762734 3.19441613 3.15774677 4.22933399 1.07870858
Hist1h2ag 15.1655092 3.46415977 1.53196572 1.89861922 1.54673177
Rad51 20.4358428 1.79623287 2.65490567 2.85627636 3.03083362
Pmf1 23.9284829 9.91056997 13.3309587 17.2608475 8.79737106
Ppp1r1b 2.70084428 0.21514543 0.2899639 0 0
Mir3112 12.7242321 0.62444648 4.41841332 1.46023885 10.833859
Wdr46 7.92545025 3.14704868 3.48804194 6.4739055 4.66066797
Mcm4 20.3139228 5.57843497 11.0372104 9.15812656 9.58077292
Igsf9 3.23833055 0.79536464 0.49740512 1.70492938 1.38976005
Rbp1 60.7682588 7.15344211 10.1369536 8.50073571 22.737058
Kif20b 5.81430847 1.14135751 0.65128508 1.85108833 0.92998137
Cdca7l 5.07007774 1.76500001 0.78632301 2.77450974 0.70050185
Slc27a3 19.0596638 1.15295152 1.41298192 1.85028057 0.73829493
Fam101b 6.25928208 2.46470503 1.80587386 3.32515226 3.39353341
Dtl 10.0874817 1.18201983 0.97719628 1.19682594 1.13170558
Mogat2 17.3333554 6.4439212 6.5769196 7.36547112 7.43164464
Samd12 5.09684511 0.82234387 0.96978023 0.3205021 0.89520236
Gm7030 1.8859888 0.85435948 0.26867623 0.86574784 1.10443973
Atoh8 12.8761935 1.4350337 1.46154734 2.82188832 3.35068921
Lin9 5.7738511 2.33506372 2.91464379 3.45709493 2.46044791
Slc25a40 5.25446707 3.11279833 1.28155178 3.51035116 3.4775633
Cpn1 1.92977082 0.22871965 0.16857896 0 0.58355598
Slc26a9 1.79152993 0 0.03317856 0.27961167 0.54554468
Hacl1 3.88579968 2.09277824 0.64582869 2.4011949 2.21565148
Clic6 2.43912277 0.10944079 0.11292944 0.4478638 0.68410752
App 140.699514 64.0324573 59.809373 59.709284 61.2238613
Spdl1 6.02753465 1.22401462 1.20288809 2.43295572 1.97787115
D630039A03Rik 3.44523084 0.08840575 0 0.39279215 0.10826817
Dusp3 6.73373144 2.55840315 2.6866504 3.56113447 1.28063671
Ercc6l 4.84660484 0.21955288 0.53221637 0.85569023 0.93361311
Xrcc5 5.97008425 1.84304549 1.748235 2.43601661 1.96272067
Dusp8 3.77548483 0.12750681 0.12530604 0.45967677 2.96042343
Lpl 5.97518815 1.40373225 0.93955393 0.34008526 0.41300025
Dact1 5.1149823 1.53845283 0.94727837 4.13883173 1.04209195
Cotl1 20.4109803 6.21703337 8.47379248 7.41523364 7.90716568
Ska1 5.64402409 0.42206874 0.38461772 0.47106244 0.50906459
Snora69 7.48330864 1.25912979 4.94958869 0.98147201 3.85505688
Il17d 6.08357824 1.92750584 4.20026471 2.1067112 2.95070638
Aurkb 23.5255252 2.06702315 2.83874213 6.57741719 3.44466503
Cks1b 166.259658 37.8792371 64.3734221 94.5895273 69.3084114
Robo1 5.57504798 1.71854801 2.31390655 1.4714299 1.13933367
Neurl3 3.50926243 1.48677734 0.6779576 1.80791477 0.44508851
Atad5 2.90547132 0.61259643 1.2953874 1.54778892 1.00605628
Bub1b 6.98506241 0.97692091 0.49374474 2.333437 1.05397939
Lbr 51.64428 22.3587704 22.440365 26.2773105 18.8315091
Spink12 27.6655653 1.6091236 0.20331644 0 0
Hist1h4d 61.4494767 27.8999486 33.4826984 27.6322121 25.9612271
Ccdc18 2.50652618 0.80264905 0.80392289 0.69421705 0.33663799
Mir466g 1.84561386 0.48306237 0 0 0
Efcab11 5.04295328 0.27223331 0.23348471 1.04171703 0.07577202
Slc7a5 12.604252 5.43675494 4.86448902 7.02145022 2.66270463
Cdc7 6.47891516 0.96373999 1.90042214 2.30907871 1.06417491
Trip13 9.46389319 1.01641267 1.94446568 2.29760563 3.52685839
Cenpa 67.9430692 8.73197564 5.46490862 15.1353702 10.6703669
Chaf1a 6.30826501 1.62529752 1.51510082 2.24421231 2.62235026
Hyls1 9.92265513 5.23577282 5.1821561 3.64393139 6.74289519
A630001G21Rik 4.44625156 2.01009839 0.87333652 3.92740893 1.88947347
Gprc5c 10.8174357 4.04419984 1.87410582 10.9821088 2.11401022
Ncbp1 14.2539212 8.18022884 7.49231857 5.06131646 6.01355278
Zfp820 6.88296588 3.58917304 1.69960437 1.36104536 0.74956541
2310009B15Rik 11.0779928 6.00824689 5.60491077 6.3958973 4.39291946
Siva1 63.2103078 21.2152099 29.0342113 51.75445 27.3984008
Ccnf 9.04841126 0.90876206 0.42867687 1.02391062 1.82116917
Rbl1 7.81576852 3.31908008 2.43101128 3.10681658 1.322118
Suv39h2 8.01059054 2.21224968 2.63708352 1.57993615 2.86793504
Rnaseh2b 8.50392657 3.33866719 3.19124476 4.27347869 5.88210006
Gngt2 5.75943697 1.89646709 2.15046232 2.64382276 0.96773033
Aifm2 2.57686803 0.93045588 0.67926573 0.51805416 0.22609217
A730017L22Rik 2.88304312 1.29359019 0.66105665 1.03354169 1.45220669
Sass6 3.18293321 1.37640314 1.2529777 1.27052142 1.25684005
Mlkl 4.90428688 0.78220911 0.67409792 1.65327865 1.99573058
Hist1h2bn 2.05391148 0.67197653 0.4754723 0.31427713 0.41147589
Haus5 3.59481295 1.30635911 1.37551212 1.66380745 1.07133699
Morn4 3.59095207 1.24064037 0.36576806 3.49460244 2.07188079
Shcbp1 17.7099288 2.42573441 2.26585299 3.56635257 3.06387416
Snord1b 4.23452529 0 0.78422055 0 1.35733604
Pdgfc 9.24698787 1.99744641 3.73107662 3.30715826 3.36280778
Nucks1 58.5685696 34.3715995 29.7071131 34.8356554 22.2111255
Tubb5 250.146617 65.0463118 73.6491312 81.8031876 152.287459
Gtf3a 2.66272692 1.65685184 0.69782337 1.84498591 1.04675915
Haus7 6.11508884 1.80060172 1.99071369 3.72815559 3.29240999
Aurka 17.7663343 3.35988265 1.58490767 2.79706643 3.64841954
Axin2 2.97112912 0.64937741 0.99270755 0.87175368 0.60136554
Phf6 20.6728551 5.47359641 7.17678982 6.50997977 4.60105716
Phgdh 6.44797572 1.23153796 1.25869284 1.66393866 5.9212062
Knstrn 13.1552767 2.6932509 0.96832877 2.76499364 1.726272
Mcm7 22.8077612 7.41569291 6.75424674 10.7195915 8.37514861
Ssbp2 2.49834448 1.23857309 0.68041972 1.08837814 0.47892183
Gm3604 10.5446788 4.08724717 6.16468813 1.76389249 6.03314714
Ehd2 5.33123688 1.20560236 2.84350471 2.99544745 3.21268747
A630089N07Rik 7.9869784 1.53782034 1.72852365 2.72518531 1.15255728
Lgi1 1.83738031 0.38472589 0.17013848 0.1686869 0.01226988
Tmpo 33.0271089 8.60025775 13.3074324 16.1627077 13.6768266
Xpo1 40.6812426 18.6144292 25.5321415 18.7733234 16.2948931
Gm10416 2.43782017 1.35588535 0.0940576 0.74604103 0.7325809
Cenpn 5.31135933 1.3032848 1.12709525 1.04975315 1.62565558
Ly6a 1069.02915 108.08159 87.2629281 121.771096 468.595886
Lamb3 6.14324671 1.98252133 1.83165297 3.38105612 1.22428029
Sesn3 6.34590121 3.51171571 3.49773992 2.08073886 4.93999874
Myo1b 20.4910367 8.17689194 9.69082533 8.25421662 15.3631269
Rab32 131.502833 48.1133886 22.5488224 41.9146845 85.5861833
Zfp36l1 111.716541 47.8069865 48.4051197 35.6931506 64.7789082
P4ha2 19.5023014 12.4297884 9.48023609 3.55029915 19.5073626
Nme1 147.373138 32.9202118 75.6401354 100.445515 83.4426455
Plk1 15.955107 2.51025785 0.54820683 2.90788372 2.06372995
Cpm 25.2687452 7.87535796 6.06755739 7.66379446 4.75799192
Crabp2 28.9829731 0.4551521 0 1.13087386 0.05806382
Inpp5j 3.1920493 2.16731296 0.45206148 1.70662525 0.54168378
Eogt 5.45295875 2.9556484 1.90292767 2.57785691 2.59249067
Tmsb15b1 12.1807712 2.79934095 4.40163878 2.31842022 1.78556165
Klhl31 4.61703348 1.42394157 0.7431107 0.51669631 0.05846285
Wfdc15b 18.4046929 8.11780427 2.41960729 13.7679663 0.81936749
5430435G22Rik 3.07577925 2.19187398 0.64621265 1.42377629 1.26345767
Rmdn2 14.8734764 6.36505715 3.25046796 3.8872174 2.55197254
P2rx6 4.1417484 2.00802398 0.28313504 0.25519946 0.04455025
Lgi3 2.48054525 1.11069418 0 0 0
Hist1h2ab 3.73742885 0.40477954 1.312717 0.47327899 0.41310227
Bmf 4.18041696 2.79619398 0.69078438 1.57654106 1.20689528
Ltf 148.212709 17.4043392 4.09613664 6.13545287 16.65682
Bcam 42.9958252 6.36068918 6.02093714 36.1905062 12.1362309
Sirpa 7.66379988 4.26200597 2.65585402 4.79921016 2.9162344
Il33 1.67851833 0 0.04639645 0.04600061 0.18068265
Shisa2 7.04767147 0.45573081 0.47985523 0.70412662 0.88037006
Afap1l2 2.35242168 0.87958842 0.77055683 0.94028632 0.33342169
Tube1 1.64754695 0.26222915 0.26801119 0.67453164 0.66013151
H2‐Q5 4.3621706 1.51749484 0.56243421 1.31804794 1.81418708
Rfc2 30.9734046 11.6374117 11.8940116 17.5902026 13.4946743
Cenpk 9.28195581 1.35486655 2.34157093 1.58414598 0.7628823
Tubgcp2 4.46018363 2.58927695 1.35058793 2.79457055 2.32067065
E2f1 7.66104808 1.31133761 1.03096311 2.45806873 2.08180036
Unc93b1 12.2020108 4.92612768 3.91729583 9.1416365 2.81350724
Id4 57.2762912 17.2121526 6.76602811 74.2601827 21.6585043
Fam92a 27.6879195 13.2066193 13.9805351 15.9833383 8.27606479
Tst 18.1474136 5.46618572 4.95862079 3.44142057 3.81441151
Gm10509 9.93484781 3.964393 5.06727122 2.39239931 4.15031598
Kif2c 6.45203995 0.36187005 0.53343624 1.73474311 0.75708655
Stc1 34.8794556 36.4164242 6.11432225 0.47985407 32.7813155
Hist1h2bg 8.4828214 1.74845015 2.74923496 2.53108067 2.37920042
Hunk 2.16113804 0.51112609 0.19288475 0.107572 0.20865417
Zwilch 5.01268016 0.84605321 0.73746027 1.5053468 0.84467841
Ift80 4.44842577 1.9279976 1.16636029 2.35673267 1.3160186
Hist1h1b 4.0757306 1.29535476 1.07830325 1.3363793 1.63304493
4930512B01Rik 2.29457036 0.50447893 0.76490477 0.42132155 0.03677511
0610040J01Rik 65.6999054 26.0951844 29.1268737 29.6147371 36.3007549
Slco3a1 10.6054033 2.68042024 0.73118924 0.6245731 0.85667931
Cd276 13.8817977 0.59484164 1.09963233 8.1956765 4.41357951
Galc 6.46130941 1.57595187 1.51614561 4.34799521 2.79345914
Ly6i 2.07964386 0 0 0 0
Cryl1 15.3548092 3.41364077 3.12631467 4.54331052 7.78302264
Ly6c1 11.9719941 2.55244872 4.95560643 4.22182125 1.46130221
Nqo2 8.46381632 3.96218626 2.74680759 3.98145223 1.05935968
Ccdc34 29.861245 6.30513735 6.04140272 5.29872144 3.51901937
Mgst3 25.4685024 8.38626709 7.79774571 21.8736881 13.0849332
Ly6c2 4.72194506 2.04562743 0.30154798 0.74743811 0.52192197
Mre11a 4.94948909 1.36363812 2.33177694 2.0527925 2.52241294
Nsl1 3.55341194 0.6717053 0.24373353 0.44303244 0.19335076
4930520O04Rik 1.55884517 0.20400244 0.43303971 0.14311504 0.16655757
Ttyh3 3.6539826 1.30814701 1.38711745 2.5963285 1.33504403
Serpinb8 9.87394995 5.18429177 2.42347754 1.92952205 1.25519537
Gfer 27.1501062 12.0583254 16.0573023 15.5492814 9.95099377
Dynlt1a 10.7809648 5.57469561 3.00301658 8.69077637 4.84645592
Htra1 12.8888234 4.62072022 5.30108474 4.75669761 6.97107555
Cenpe 4.23170698 0.79300627 0.61057386 1.20306636 1.1169835
Dscc1 7.17378403 0.97793376 1.33778799 0.77752978 0.47905978
2310007B03Rik 12.8380337 5.5930524 2.88886663 1.95172483 1.48232359
Ttk 4.33070893 0.59139109 0.6780476 1.21007281 0.63708137
Magee2 1.74573608 0.35374516 0.78218889 0.20680412 0.27076393
Psmb10 13.9665981 5.28173552 8.13057632 9.38117225 5.71951484
Kif22 10.2051239 1.53812302 0.49735693 2.75563484 1.56974861
Mis18bp1 14.890219 3.098287 3.03729242 2.71322268 2.0429327
Mitf 4.19379927 0.63288821 0.24489854 0.23124679 0.28258174
Zfp618 2.38745725 1.03551864 0.40003998 0.56362776 0.60128851
2310040G24Rik 4.03891755 0.66070467 0.46749664 2.5492944 0.26971581
Nfkbie 2.69358486 0.25380229 0.17459516 0.71715159 1.10083822
Rfc5 30.60803 11.7504224 12.0071872 12.7007017 7.03814045
Uhrf1 25.7203048 2.95923666 5.09410421 5.08343899 5.19568608
Pold2 6.96671466 4.42077081 2.7004464 4.16485515 2.46681072
Cxcl16 37.1344343 8.36676659 8.11546532 15.9701694 12.5093376
Tipin 50.7261862 15.6869619 16.4051685 23.7798269 25.5461628
Pbk 83.4757168 5.00847051 5.1727111 8.91136041 6.79410186
A2m 3.40647661 0.46041398 0.53003303 1.47399404 0.40275482
Gm5741 1.78934514 1.56111621 0 1.09517914 0.63728583
Jun 66.9714025 22.4612635 9.47364011 12.9245113 18.397504
Hmgn2 342.959404 96.7742658 86.6288538 92.191842 57.6748754
Pdzk1 2.91241813 1.45526708 0.53937053 1.28830654 1.27301919
Gas2 3.11258415 1.31785383 1.13027575 1.54086973 0.4401656
1700026L06Rik 3.79024723 1.29728524 0.53995513 0.44612364 0
Traip 3.21585269 0.60754452 0.38062466 1.35411841 0.71691702
Lck 9.76188912 4.30047434 4.30945912 4.16847992 3.22913671
E330013P04Rik 3.43385225 0.76683235 0.55425829 0.86767816 0.07573542
Ankle1 3.57533631 0.4558986 0.36785603 0.81360075 0.09795209
Psmc3ip 5.70266832 1.58038925 2.48497869 2.09421086 1.2903071
Tacc3 12.3715891 2.7114061 2.09334604 2.75971235 2.88660132
Stil 3.21897041 0.24026188 0.09066814 0.48318339 0.71598967
Slc40a1 70.7296017 8.210917 3.82319117 10.2380888 18.2901032
Anln 17.8276561 5.76181757 1.16960397 2.6505719 2.61238989
Cenpl 8.28898295 1.9762353 1.52113775 3.27920982 2.81395493
2310069B03Rik 3.77522616 0.64320375 0.16489618 0.22888506 0.39956534
Entpd2 3.36663343 2.00906065 0.34291936 2.03996196 0.53957086
Exo1 2.68853133 0.13949676 0.51545481 0.50018352 0.55047791
E2f2 3.56475888 1.46978201 0.44606888 0.79607365 0.05514715
Mlf1 5.39218105 0.70566217 1.19625718 0.82507897 0.45010713
Asf1b 39.1107006 5.70007558 6.04227463 7.78794052 7.54938593
Tmem200b 4.95037643 0.22425377 0.70522607 0.26220347 0.72473819
Aif1l 17.8653088 6.05161173 5.33710813 14.8610085 6.17603988
2610318N02Rik 2.62701119 0.52579775 0.14309237 0.37832413 0.37149837
4732456N10Rik 2.52199904 0 0 0 0.08249004
Gipc2 20.0175123 3.56487802 3.29633209 3.97868876 0.95088692
1700007L15Rik 6.02356972 3.70153818 2.18258971 4.64852474 2.16864869
Susd4 2.65973967 0.37742957 0.14836605 0.94144146 0.48790728
Reep6 14.4914866 6.14658531 3.23490975 11.9680191 2.43660672
Ptchd4 1.73203762 0.03715864 0.14899052 0.00868938 0
Eif5a2 3.18743034 0.5436387 1.06447885 1.18732161 0.98401425
Sh2d4a 7.63591883 0.03701092 0.04364654 0.84384601 0.24551742
H2‐K1 998.182575 472.693847 298.659866 275.379223 237.634825
Ska3 8.94496626 2.12974933 0.90844663 1.61595458 1.06364696
Zfp711 3.79522997 1.69105299 1.56192101 1.45180791 1.36376223
Uox 11.0750184 1.86148072 0.58976108 0.06496993 3.57267344
Tmeff1 100.781702 49.1077806 40.1824717 35.0098543 37.4918226
Atad2 8.17010786 1.18933815 2.56075676 4.21395691 2.14252736
Pih1d2 6.31916293 1.5861635 1.72665556 2.80565351 2.24138335
Cars2 4.79394042 2.93388585 2.18691557 2.84786041 1.97730845
Sel1l3 13.499051 6.40057644 4.33615563 2.8661071 5.47822873
Mrpl13 39.1602003 14.7881003 18.0540341 19.8042572 19.4801899
Cox6b2 3.13102483 1.52596524 0.79980109 0.89209956 1.38430299
Mms22l 2.78957059 1.14679981 0.75734804 1.74312947 1.36934383
B3gnt3 26.2459987 6.47974627 6.98075673 8.88647733 18.496448
Cenpi 4.84737464 0.86208526 0.84400864 1.3312851 0.89641094
Ccnd1 20.3915373 3.46669788 5.21766968 10.1097306 2.62939162
Sox4 67.4420927 25.7670345 14.8661978 27.6337716 34.3132989
Gins1 9.95898969 1.36957977 6.2000111 5.4755807 5.50078292
Cdkn3 27.5863163 3.57703625 1.6404717 3.71765854 1.01405118
Coq7 22.0117528 9.64128162 12.4791008 7.97347413 7.43963522
Depdc1a 13.5407962 1.67959755 0.7995604 1.89176294 0.99073686
Ascl3 2.77103497 0.14505556 0 0 0.2220571
Lgi2 5.04231538 0.05314438 0 0.06213782 0.298304
Spata24 4.84545062 2.21939493 2.0564545 3.21282686 2.10324053
Nans 21.0293999 13.4734823 8.97528882 10.0621501 10.2099616
H2‐M3 8.28302864 2.37158201 2.33064843 4.78958342 1.50354733
Kif18a 5.20841582 1.04902559 0.39443872 0.9065794

0.52753945

TABLE 6.

Gene list of cluster 6

D3AM D4AM D4AM D5AM_mesometrial D5AM_antimesometrial
Wfdc1 14.4480989 26.2374357 30.0633529 19.3078801 2.59275568
Hemk1 7.34151655 5.39118745 5.94492075 2.12846118 0.66691352
Fam107a 4.23129283 3.53416053 0.17285777 0 0
Hey2 5.7433676 10.8395228 6.53455177 0.04729052 0.51596996
Parp9 20.2368487 18.3612496 29.3283962 12.5820636 3.85625873
Sox2ot 3.0519949 8.77547046 3.98500218 0.34268905 0
2310067B10Rik 7.23124019 12.893395 9.45177261 3.96655353 1.87231412
Sult1a1 22.7526917 44.9628815 29.2228052 22.1561934 0.80102642
Mfhas1 8.09040156 10.7794977 9.03701588 4.22302533 0.83181315
Prkag2 17.9991802 15.5389717 11.2916426 7.35394854 2.80921486
Elmo1 2.68662391 3.94015737 2.51861093 0.45865521 0.46261266
Tmem229b 43.5128744 46.0208071 24.8491595 7.39114584 8.35116336
Ms4a8a 5.06264503 12.4935466 3.34852026 0.16599758 0.09659416
Fam221a 14.8165939 24.4902247 20.8393041 4.11515521 0.94786761
Clic3 7.75358011 5.19095561 3.02302789 0.67437814 0.58863196
Psg17 5.50732119 8.86989672 2.17316394 0 0.02507555
Bmp5 9.10590443 3.03824831 2.24532766 0.89994151 0.04134291
Pgr 68.259761 22.2092291 19.801085 4.31924619 4.58930902
Aamdc 68.1327059 60.20699 74.7881189 21.3198142 5.03263118
Osgin2 27.395315 32.4598935 15.5125757 11.9196754 5.25140855
Cfb 26.2318591 12.8430933 13.7828117 10.5050019 2.73937788
Incenp 10.0746689 6.30308554 5.01174703 2.7729559 1.55943861
Jdp2 16.8142847 43.364671 27.1266932 11.8084493 1.33352313
2310010J17Rik 6.4241999 8.56582721 6.9588641 3.00461785 0.97132784
Adh5 198.229924 249.877168 190.096493 58.1514165 17.6918527
Ppp2r3a 12.8368073 21.056427 8.54790807 4.66855876 3.15915769
Nod1 12.6139939 15.0772356 4.95115821 0.97635902 0.92323446
Elovl5 354.103461 242.342717 263.231621 180.535089 34.9134553
Pllp 109.123425 227.696526 80.428065 32.7715012 9.8484107
Samd9l 25.8741576 9.85073702 8.37546954 3.39352054 0.96119161
Phf11d 10.561089 4.57524452 9.12743958 4.74767903 0.42802071
Pknox2 6.04562865 11.5492595 6.28085737 1.59066154 2.80636325
Gm4951 5.3440093 2.8038779 3.10134349 0.67828315 0
Slirp 49.9593135 33.6068453 44.3880059 18.003804 11.3494674
Gcnt1 42.9748577 52.2637959 81.7960381 36.4522725 3.45034482
Slain1 29.4404598 34.0865735 22.7435407 10.0729834 6.80872455
Ikzf2 7.96024233 11.0551088 8.10175324 0.88969016 0.36054914
2810474O19Rik 195.399105 96.0086466 71.0218761 52.5830088 34.3541083
Pigr 25.1087877 11.8931989 15.2178313 6.34629136 0.96395897
Nde1 86.3297608 127.338374 106.560177 18.2600244 17.1748809
Ccdc28b 54.7312394 52.1189796 38.1000482 24.8031999 5.91006736
Traf1 9.36804486 15.1081133 14.8040601 1.77678095 1.61829485
Tsnax 194.762307 234.393339 191.938881 85.2599935 43.4276573
Reps2 10.9056508 4.98624199 1.3770625 0.29817197 0.05479155
Pik3cg 5.41086351 4.80825587 4.84538682 0.4649078 0.46591331
Acss2 6.83652375 9.83244217 15.9008813 1.81743812 2.58243603
Col9a2 1.92357861 5.76191732 4.77186493 0.80669422 0.20933424
Bivm 16.0518273 16.1887445 12.4625404 8.11452806 2.79506318
C1qb 55.0185253 49.4206467 34.4001075 62.0120264 8.16830005
Gramd3 120.109669 180.090845 149.397777 55.7558992 18.4154809
Fam102a 38.5672169 58.0893672 39.9368544 19.1236924 10.9298222
Zfp677 17.8033287 15.8431851 20.4670252 8.36779041 3.76856522
Stmnd1 3.25340784 6.04838038 1.63921081 0.30747509 0
Gck 3.07903746 3.30720208 0.48415576 0.18667641 0.11638628
Akr1e1 57.9786358 52.0415812 59.3274517 21.2497572 6.31482172
Enkur 9.73552329 8.15686472 5.69099497 0.39946484 0.52301022
Dnajc9 69.3698843 25.4924246 55.6089779 19.1979777 6.40802424
Pxmp4 7.28522962 14.2312544 9.54313068 4.119107 2.49183967
Dnajb3 5.8350676 8.60962495 5.28442812 1.94267764 1.74705298
4930444P10Rik 4.36563612 1.92820713 1.7685978 0.25050123 0.07288346
Zfp667 6.05752823 7.5739864 3.07599881 1.3699435 0.66905464
Gstm6 8.09485382 5.11157146 3.72164386 0.36379214 0.18144944
Add3 36.0922534 51.7023477 33.6165078 18.7926648 6.34962791
Gldc 8.08039165 14.9893552 10.4656666 0.63270587 0.86980676
Gm5617 27.4033324 22.2452894 27.7599207 10.2147514 5.86141876
Ptpn22 13.4821822 11.6561817 8.92050871 2.655515 1.45585237
Tsc22d3 175.295731 263.143956 171.204045 134.442336 49.589956
Gstt3 26.2169793 24.9051795 9.34951671 7.160082 1.59032245
Zfp599 15.0713082 14.82842 7.55234666 2.52947362 1.24283218
Zfp931 4.58204676 5.929258 3.19066235 1.48075935 0.8518638
Pts 250.397781 232.941442 189.897945 69.8673547 16.0404104
Ska2 56.8003967 38.0713309 30.5729746 20.6814851 12.0087514
9530077C05Rik 5.80465665 4.55785137 1.09180079 0.77716931 0.09690763
Kcne3 88.2141831 61.6660892 55.2884614 28.9939858 7.96941134
5930412G12Rik 7.18548762 3.57687099 4.34370141 0.77171043 0.23901531
Aldh1a7 7.66079071 3.70363452 1.93466447 0.08718902 0.17757382
Zfp959 39.6596128 46.176254 31.0584886 16.5318631 10.5937538
Cndp1 5.18650765 16.7967054 17.9938282 7.97840646 0.24013669
Irgm2 14.7347984 18.6370797 13.4379784 5.31570158 1.68044692
Gm4961 2.26167709 2.25400469 0.8860402 0 0.04647171
Smarca2 10.2114262 20.4364117 12.1543876 4.43662119 0.84147698
Arvcf 19.1106479 43.259769 7.09283916 4.62090266 5.88933028
1110059G10Rik 27.9395516 24.8329416 31.728616 10.4028441 8.31827705
Sh3tc2 6.90899178 13.3876374 6.19810609 2.37369223 1.5078688
Aqp11 86.2747693 132.465788 60.2936281 60.9114004 10.0799142
Ercc5 6.74884069 9.20661469 8.73398743 4.49396699 1.60290894
2610001J05Rik 156.790169 170.142445 82.9581811 39.3819047 36.2584884
Bcl2l14 10.3986208 11.6478959 6.9361128 3.31711014 1.62421766
Cldn22 3.08345011 4.99682829 2.73372655 0.24092472 0.57830162
2610524H06Rik 90.123245 63.9380334 57.2539089 46.9455201 18.0274335
Mlec 55.5044387 99.535846 74.5377122 44.0272317 20.5623184
Cpxm2 5.15220707 4.26461682 4.83975469 4.91799781 0.25338746
Hscb 9.16532452 6.68716942 6.60930152 4.46789498 1.23493945
Dhrs3 74.3202783 102.950619 62.8716201 38.4139516 11.9229546
Gsta2 4.80507186 5.38995911 1.55376562 0 0.18335943
1110058L19Rik 285.777764 219.174162 222.166036 89.5802897 33.9242437
Hdc 476.802206 906.35177 902.727549 274.927728 35.6220801
Asph 5.11869859 9.49621883 3.94413052 2.59562385 1.26669241
Vav3 19.5609415 7.86601133 6.72263962 2.20213439 1.3979173
Gpr128 15.1379968 5.11856539 2.39214849 0.02216579 0.05804232
Cpd 15.7685172 14.6250934 13.5391153 10.5190807 2.87210349
Arl6ip1 389.498578 369.992291 391.950858 201.398057 112.102606
Tfb1m 8.50587255 10.517289 6.38252059 4.62263018 1.4102457
Gprasp1 13.9747151 11.0245875 3.73922779 3.204978 1.98190651
Caprin2 18.0859117 17.661714 14.3596368 2.93808574 4.9971358
Ankrd29 58.8827909 120.966177 173.439912 81.622239 5.92229561
Frk 34.1197118 28.9445181 21.4987132 7.56630527 6.223455
Itm2a 25.3734209 17.2250807 12.728207 19.4063238 1.05667613
Lrrcc1 15.4836524 7.22736254 4.85727427 4.18987589 1.62147867
Acot13 81.3720208 67.7005578 81.7749975 64.1462066 15.0068735
Tgtp2 11.1156289 6.49149372 9.39226638 0.97798667 0.07422932
Mccc2 18.0529536 20.3709495 15.6932722 13.4171475 2.58334791
Igf1 8.74272107 16.3825935 16.8092262 3.30099536 0.9693397
Agfg2 19.0368215 24.0992187 12.9466342 8.38915033 5.37321043
Clmn 5.33708778 6.87893419 3.04398463 1.02101971 0.20969378
Mrp63 67.7965562 54.9771185 56.326362 33.197942 16.6611391
Arl4c 23.4472691 7.86273536 12.2109823 4.30229222 2.08186464
C9 2.54646665 4.95528499 3.3490256 0.84705423 0
Marcksl1‐ps4 7.44025988 3.92748698 3.99478788 0.6314168 0
Nrtn 17.2750419 7.30779402 9.62145853 6.9058021 1.22598094
Rmrp 10.1967369 2.79297881 4.83079856 0.65312501 0.95013523
Cobll1 5.20917956 8.43429776 6.11629848 3.46520902 1.05654284
Ergic1 38.1773521 65.9495911 39.947328 22.6072544 3.21231231
Enpp3 181.689265 229.502161 128.53528 108.169722 11.7138342
Rdx 137.628719 271.452122 113.885927 32.8158674 27.0029139
Traf3ip2 12.6920554 17.7349771 11.6052058 5.72177301 4.21048766
Fam198a 1.55891495 5.81776811 10.7210511 2.65337518 0.16843654
Zfp605 4.97657289 4.19949157 1.93124863 1.19436255 0.64535784
Fndc5 97.3348423 126.230169 79.045774 52.0703231 10.4630917
Psmb9 60.4381291 32.2093524 30.5670877 14.6331876 2.78792782
Nbea 10.6459582 10.8302206 10.0834068 3.84849984 1.41313475
Rpa3 271.068026 167.177439 237.564741 73.3827241 54.2232347
Apol9a 20.4797042 5.17579989 9.75065826 1.02764425 0.59798721
Ankrd13a 64.088733 74.8859571 68.6108575 29.2353109 21.5168232
Bmp2k 7.50609581 7.75709325 5.09337394 2.20592111 1.73448865
Bspry 211.722864 147.092077 87.3382328 35.7226532 48.5097729
Ap1s3 26.1209549 26.136429 22.9278166 8.05619256 5.61458562
BC029214 15.7176893 17.750932 10.0951303 4.2983441 0.3751816
Fam229b 4.377223 3.08630535 2.4815746 1.6402683 0.14317106
Fzd6 76.5110567 89.3296497 51.5417488 26.1586722 25.585686
Zfand1 50.4150711 65.6873741 59.1704507 23.2178895 5.12392224
Gtf2a2 171.758935 135.686362 140.322538 67.2678907 44.3052189
Trim35 42.8195106 62.8660309 36.9948166 23.7919046 9.68833603
Rec8 7.39383147 11.1877716 4.23135641 0.99054645 0.12714705
Fbxo36 7.02837098 5.74629529 2.95215468 1.19739586 0.98708493
Prr15l 35.5264858 41.8810112 28.1973925 41.3198276 2.49393058
Sgpp1 45.142027 56.3497199 21.6906343 11.0409696 5.23517652
Atf7ip2 7.46264882 11.7194336 0.98391596 0 0.35643573
Cth 16.0042014 16.8312771 10.3938614 1.22997353 3.30780005
Arhgap18 19.1342928 33.7871137 25.783853 26.1102498 2.2544691
Tle2 2.2400163 2.10407393 2.63639087 0 0
Hsd11b2 7.19479971 11.7141972 11.7896044 4.01506452 0.84787622
Gas2l3 11.0651133 10.0542546 2.63088096 0.55895035 0.17811516
Ptger4 24.5368326 37.3935228 24.6141077 20.6496285 7.1356245
Mme 118.734491 262.592706 298.236299 129.143662 22.5668322
Rfesd 10.1430432 10.395981 8.97670758 5.68618817 1.49255586
Spsb4 7.68399388 12.984682 11.7956327 5.44514692 1.10040303
Zfp1 25.6810175 25.493011 26.71246 11.9164529 4.26648237
Mpc1 27.0337324 15.6380126 17.1767645 11.8155379 3.51455755
D730039F16Rik 6.00782434 29.2787614 24.3942791 11.9377052 1.71780505
B2m 3947.13132 2399.6343 1870.45649 1080.65674 555.341861
Parp2 31.3658015 39.1480447 28.132377 9.91133035 5.05622859
Hook1 45.4589626 51.0596586 14.1881203 7.23126537 5.3502543
Nt5dc3 8.95126854 13.3345343 11.2308762 3.28921745 1.44866889
Jakmip1 17.3569316 15.2410032 10.4190712 3.36799002 0.59233871
Galnt11 33.4912455 37.9450152 40.3517117 33.0803578 6.9512058
Zfp85‐rs1 15.7001994 13.4129303 16.852256 4.04890393 2.54454611
Rab17 5.9192149 5.48808401 1.42446624 0.64475162 0.88435664
Dach1 17.1110481 20.5798439 10.5977088 5.33958343 2.31032882
Lsm5 56.8812541 32.296721 35.9176141 13.1450643 12.308139
Pccb 14.6306453 14.7065187 10.9119959 8.7544219 2.62313633
Wnk4 3.8202605 6.4684707 5.692027 1.01033884 0.3527503
B230118H07Rik 6.17915965 3.74612848 1.99597781 1.76786078 0.43758983
Irf9 40.9513884 50.7855262 45.131484 24.0771004 13.3559746
Alkbh8 22.8772609 24.5755055 17.058957 17.9424677 3.66193592
Zfp759 3.98911254 2.51464347 2.04636068 0.65337511 0.06003152
Creb3l4 10.16177 8.34176865 6.84337208 0.84812327 0.23554544
Trim30d 5.84788169 5.32756868 11.1032524 1.92768625 0.43107519
Usp18 25.8490153 21.5111412 53.633866 14.1645642 4.39658849
2810001G20Rik 19.3970397 19.2656641 16.6879695 8.04022744 4.05995631
Fam53b 6.1963021 6.61848412 3.72832838 3.52378469 0.70360082
Enpp5 23.2549773 31.3893358 28.870453 11.6196994 1.64914991
Spint3 2.58963388 7.48659483 5.12291364 0 0
Nsg1 17.6741962 16.4141886 34.7636906 11.6941932 2.51519443
Alpl 5.70213502 3.6225838 0.93601522 0.14277375 0.58156131
Bbx 18.9846431 23.5639616 10.5476856 5.51990997 6.10925433
Ndufa2 313.85437 222.725541 290.167532 148.48614 75.4719894
Tpd52l1 225.538772 182.671542 165.427208 47.8202291 21.8186145
Pinx1 25.9205605 37.3327479 41.1207872 10.6356405 9.32201516
Smim8 83.7129564 87.8819169 63.3814321 30.4192798 11.8382545
Tmem56 3.73117349 4.00781836 4.51286028 0.6062033 0.46193492
Zfp946 17.0574286 7.5832678 6.74854444 3.34548379 2.6155591
Vegfb 11.3942422 11.6228876 9.79725138 3.6893242 1.58973484
Plagl1 6.90418382 4.525783 2.76616245 2.42392432 0.71517497
Hsdl2 51.9499851 57.1941418 63.9628384 28.9507981 15.4814657
Tc2n 12.6435977 9.05592394 6.2862075 1.85355396 2.79083839
Fxr1 36.5746422 53.8914772 41.5033124 19.750594 6.6305136
Gsto1 1584.06552 2368.55509 2376.44291 1277.17068 422.155476
Gm4832 9.14308224 9.81861623 6.47426612 0.74065723 1.61620941
Ube2l6 112.322081 62.4275401 66.3930048 69.322918 16.5400253
D8Ertd82e 10.6958085 16.1648031 10.4978912 8.0160392 2.47074915
Epb4.1 15.8286298 19.6473332 12.0612643 6.1611554 4.49282356
Tspyl1 105.968996 95.2679271 87.0385906 44.4804136 28.5904008
Rfk 129.241056 178.63849 155.46335 64.5011386 31.1186515
Pmp22 34.6516307 94.4769151 135.153727 25.7629591 4.75858955
Itpripl1 27.9354655 39.4395477 18.633172 10.105817 7.8747896
2310030G06Rik 63.374001 40.732815 39.0897951 22.7524494 14.8104815
Il13ra2 2.88697584 6.90062148 7.15499136 6.47030313 0.20413062
Tmem108 5.45785809 4.46584098 1.89725296 0.29188956 0.05661694
Pdzk1ip1 579.049768 706.614568 296.469403 183.745644 56.423221
Ppp6r3 27.7768113 40.3665087 31.812992 13.0104453 10.7340742
Tppp3 22.1617851 14.601315 19.047216 7.89299026 4.13364497
Ppap2b 97.9000285 127.460942 65.9040395 57.4083529 15.5351017
Lyz2 209.146289 249.289433 231.999444 197.961141 35.0030898
2310001H17Rik 5.42724074 4.39467407 9.34436003 0.46712452 0.33977528
Slc24a4 1.18453356 4.57708526 1.81847699 0 0.02497966
Efcab7 7.09835873 6.58706932 6.63936031 1.77733305 0.86185989
Lurap1l 216.131268 140.44349 173.300278 128.901532 36.2018859
Parn 29.5497491 42.1352903 29.6098654 10.5009388 4.39380248
2010107G23Rik 12.5450564 8.66721616 3.5930983 4.66922127 1.66040386
Tspan13 14.9888543 10.4912205 10.5822875 3.8916922 0.76089873
Tlr3 10.1577718 9.97584643 8.02435051 5.21629579 2.07725428
Coro2a 81.0168422 111.523038 57.840952 18.5064969 21.6079867
Snx10 81.9072351 102.314365 141.845419 43.3884086 27.3581917
Susd2 1.34229899 4.37323564 5.45412741 0.47822262 0.35319927
Iqgap2 5.20925124 3.91288056 3.81918531 0.22823349 0.08149661
Gdpd5 21.0395515 21.4079007 13.3140206 3.96012863 3.42743451
3110021A11Rik 9.73426919 12.1797377 8.06110197 2.61567056 0.82444987
Lrrc51 8.56795921 12.8478724 12.7271267 3.76917491 1.38272417
Stat1 11.1770596 9.71319741 11.4546568 5.98027243 1.87330621
Cntnap2 5.09708962 2.32389608 0.5075079 0.0167726 0.11711991
Bfar 88.2084192 122.887657 84.0724642 19.6176744 12.581461
Gata2 188.215052 248.396839 88.6689129 29.5379798 32.8885077
Aldh2 24.6132023 14.0830083 8.91957596 9.3046393 3.83584273
Snx8 16.0782267 25.641513 23.0027018 15.723843 1.48049402
Mlycd 17.0481988 21.6766189 16.1601714 13.1713544 3.48382918
Ndp 9.77498873 22.3887383 24.1164088 15.0916594 1.65337329
Lypd6b 17.0948805 14.3641821 3.99042989 1.650677 1.66949363
A330035P11Rik 3.05491869 3.58866698 1.78192496 0.33126038 0.34696934
Ces1f 2.99667294 1.73801554 0.50452204 0 0.02728848
Cyb5rl 8.85741328 4.33883313 2.70885901 2.16351899 0.32559151
Il18 11.596536 4.73021816 3.83507392 2.35054614 1.20686923
Tnfrsf19 24.9953116 17.7077702 7.95104746 5.97820623 0.5469692
Slc50a1 43.5808062 39.4806594 39.2325128 30.6964495 6.74949293
Far1 98.7040981 105.06485 149.001311 43.3196839 29.1810163
Noxa1 5.03731015 8.03329834 7.08709969 0.93210456 0.18775127
Stim1 9.3728233 16.0973432 9.04769431 4.20284616 2.49397316
Cmbl 5.13675172 3.83665677 0.75408719 0.92018894 0.1505978
Pabpc1l 3.33641202 3.85026924 1.52132707 0.32487485 0.3848416
2610034B18Rik 48.042861 54.1587237 26.1281172 14.6659062 7.72854962
Jak2 88.1070859 135.0967 96.0637428 32.6129686 12.2176435
Slc29a3 4.79131688 3.7230834 2.14343639 2.15942573 0.27923822
Ndufa6 462.537198 437.433681 542.602196 250.063295 116.459433
Tmod1 3.11180824 5.76074174 1.51435692 0.1876796 0
St6galnac2 49.2054755 38.9638633 28.0984717 16.6386783 8.58533408
Ippk 36.8570853 62.8573356 54.5523417 12.9264325 11.220347
Slc52a3 23.3404095 19.6043686 8.95077463 2.07791038 8.14278946
Cap2 4.88463722 7.2789497 9.0626996 3.61706512 0.75714713
Zdhhc17 6.20858874 9.61493805 6.69173943 3.31732361 1.06858877
Myzap 14.282017 23.0117965 11.0824825 3.14690107 5.31043607
Adamts16 4.78533709 3.1192194 0.874089 0 0.01050612
Gm166 3.6257288 4.38146715 3.57166692 1.03875035 0.53576237
Ppp3r1 155.503025 133.19715 81.2176941 52.1665038 38.1078452
Mir221 1.37287767 4.31196729 0.63563139 0 0
Bphl 34.6824784 38.4140469 35.5117636 31.3462191 5.96486882
Birc2 27.1646146 26.7764243 27.5963214 12.641297 3.44499669
Ccdc53 35.4195471 31.3020214 38.3153439 18.0173778 7.65482409
Tcaim 10.4930952 14.1027509 17.2471749 1.7927447 0.87697576
Prcp 15.7528913 10.3134795 9.63633485 5.77690983 3.0501136
Ccl6 10.8534776 14.5483855 13.5824159 3.83566918 0.65503752
Arhgef4 7.61684067 7.6599382 4.22739373 3.83837286 1.29006939
Sox5 12.1015966 19.2977292 12.0786431 3.15104173 0.59853078
Enox1 2.93498462 7.21617732 3.94073582 0 0.22049552
Tnpo1 13.1155962 18.0176401 12.3855408 5.70601758 4.50707381
1110032A03Rik 17.8216009 17.4992191 15.5537075 11.0869987 2.52196388
BC064078 32.2953129 37.0014276 33.2117401 20.7406068 1.67970336
Krt35 1.9692264 1.93281054 1.50787121 0 0
Fzd10 7.87865459 2.48482887 2.34426302 2.04374795 0.20986923
Tprn 23.9666893 24.6723075 15.3758056 10.4900064 4.59671906
Stk30 4.46813703 7.86367336 6.06346541 1.16698356 0.18520061
Plek2 29.6416771 18.8839702 12.7310697 6.17612305 4.95283259
Bag5 51.0763842 79.1322203 72.2867037 30.2712435 16.0491007
Tmem119 5.0211118 6.11104122 5.86995494 5.18602632 0.35207128
Ddx58 27.1506488 49.7543494 56.7201035 16.1332316 2.73815019
Car2 727.784314 1005.67001 1100.25485 143.587162 220.970137
Egln1 126.8149 134.37578 115.029621 30.4785495 54.8228567
Lrrc45 14.9857151 22.2863758 21.5503042 6.34430204 4.05244442
Glrb 7.07114706 3.17029891 1.63694228 1.60293957 0.13991282
2010315B03Rik 29.0722646 35.7634239 24.8850035 13.1283888 3.5987362
9030617O03Rik 3.02934451 3.4411275 0.6732299 0.68602736 0.21038919
Nudt22 28.0038186 15.5817837 10.1548318 6.17276142 4.1847798
H2afx 207.055512 140.162734 94.4209616 69.6057929 36.1841419
Hnrpll 107.423492 91.5142752 46.5289929 15.1403712 12.930194
Cacna1d 1.96650037 2.98306157 3.1262869 0.53062289 0.17509518
Klra7 4.26667759 5.29417631 4.34108514 3.38520638 0.3799006
Dpt 16.2630619 14.459982 11.2206813 6.36756965 0.95826597
Ifi27l1 77.0402106 46.293248 47.7689364 22.0034281 9.67730328
A130010J15Rik 14.7296096 20.7409394 14.2063781 5.04380362 2.97134101
Zfp709 5.6926934 8.1025662 10.451539 2.74120812 0.86767066
Flywch2 40.1885994 23.964949 17.9048493 11.1385661 3.64586775
Msx1as 17.3162667 13.4096172 6.98235853 4.70640053 1.93457608
Ctu1 15.6200428 20.6359374 14.2674561 6.6224415 2.52892846
Kcnc4 0.7791639 5.64219417 1.96406513 0.19870492 0.22547185
Ntan1 81.7274438 74.912926 80.5133094 27.6161794 28.698384
Secisbp2l 32.8888733 45.6826194 30.0636721 9.40722947 5.5970891
Nmi 52.4839694 36.4945148 55.3970413 18.8187214 4.9277847
Slc39a14 23.6154467 31.1475056 30.9461438 4.701756 6.00037399
Rtp4 129.88444 53.1902958 115.77947 56.2159466 16.4114267
Zbed3 13.2902387 15.5722578 9.08644133 8.37671335 3.06260591
Fra10ac1 23.5097937 18.8629291 13.3468952 9.16461778 4.18657584
Mbnl2 36.3655787 44.614253 79.1251489 20.1582237 13.8649209
Emx2os 10.7755728 6.6770895 4.47207114 3.95715134 1.18601392
Ms4a6c 5.05295255 2.02123467 1.91277965 1.57552086 0.05093318
Il20rb 10.7896662 9.17467616 5.26358197 6.23341668 1.4340217
Tubb2b 16.6931068 10.2036245 6.56631699 0.68529419 5.73689873
Kbtbd3 19.7301649 25.4967728 32.5820039 14.5602546 2.97259951
Fam198b 9.1121208 14.1861577 4.492198 0.7227378 0.4337044
Mob3b 19.0119652 29.0923713 23.3528654 10.4250883 2.07989802
Prr15 13.8828651 40.0070788 47.3984942 12.3554605 6.43284896
Sfrp2 21.3135657 11.9503016 22.6632291 16.6654046 2.4809878
Sort1 32.3988235 33.1980259 21.0432513 8.13814499 3.00122081
Chd3 18.9070013 19.0021783 11.4450316 3.62622972 2.79194386
Nmral1 18.8164651 7.23303729 8.00972199 6.18809228 1.26029996
Atp10b 14.3561991 12.8289452 3.88932074 0.71056926 3.66838288
4‐Sep 12.9945054 11.1110251 1.32876489 1.13445206 0.35136419
Avl9 25.6616916 31.0855077 18.1308368 9.07307874 5.38897504
Klrd1 4.74403746 10.169969 12.2025079 3.52581921 0.72412154
Osgin1 5.18767138 3.47282679 6.52810617 1.67916298 0.37307707
Zfp467 4.73270474 3.62487446 2.06050104 1.2653916 0.3326804
Zfp41 8.55063631 7.91979274 12.4098652 1.79433149 0.37756244
Slc13a5 6.08429652 11.7321059 12.5424909 1.44683806 2.493778
Slc27a2 7.68029894 9.99168647 5.69471582 6.29660576 1.04469454
Pdlim2 19.8281455 31.6035731 27.7236925 2.7922314 4.0198029
Car5b 19.1721233 22.2990219 8.29877689 2.13510714 2.72726552
Samd14 2.08331498 3.78093123 4.11302168 1.37133944 0.14174712
Tmem14a 28.5007924 22.6552778 13.9558816 5.59933314 2.20872264
Prss33 1.8860937 6.33115587 4.2789069 0.0865796 0.07557113
Tmem123 343.236161 372.384199 315.20119 144.375901 47.9785186
Plscr1 85.5275218 114.654324 123.0827 14.8765669 28.8746141
Ldhd 9.68926499 14.040346 19.7114417 5.47211523 0.89409394
Klk10 14.5450002 4.19771926 0.71355961 0.22108491 0
Cat 21.754272 24.1069143 11.7645379 9.4345969 2.02802287
Mir100 2.44543836 7.68069173 0 2.24511723 0
Enpp4 11.8059346 16.8771838 23.3748318 9.32796859 1.8233339
Sptssa 552.9358 510.505845 406.568584 288.938736 130.356044
Dcaf11 40.7965102 53.6672825 39.5864551 26.7786088 10.1692239
Rbm43 19.5483765 14.2089827 10.6759527 9.30690514 1.52771164
Hibch 28.0900118 26.4136464 20.3055133 16.3728424 5.88816199
Epsti1 34.3751542 13.3855294 11.5724879 3.71285537 1.64289102
Rtn1 4.72828692 11.1932453 6.36402371 0.98438204 0.12677006
Dtx4 14.7037102 15.3525092 8.43505988 2.86378905 0.19924846
1110008L16Rik 17.134544 23.6227884 27.2575136 9.31563988 3.47041694
Il16 3.54226656 8.04658558 1.28298418 0.80402408 0.24091423
Pnkd 23.2898891 29.7718241 13.3192018 9.7502234 3.97156527
Casq1 4.17577521 2.59575139 1.09556531 0.79868987 0.02788551
Gstz1 24.995752 22.5902698 20.3097497 17.2395466 4.58616033
Dmrta1 3.2501775 7.56817484 2.53519075 1.32292692 0.05132083
Gstt2 14.3751316 8.74589715 5.28919551 1.52952025 0.72473819
Mfap4 9.74080756 3.21509458 2.35473492 0.91011582 0.06907791
Zfp810 17.9845703 17.8061744 11.9166163 5.15863872 2.56606936
Nudt14 83.4676732 89.4950714 85.209073 39.4853741 15.6179227
E130311K13Rik 10.3255368 8.57286812 5.250868 2.44762943 1.42427799
Pycard 109.500659 67.7771579 114.26479 114.720057 9.35004272
Bambi 126.502914 175.629786 105.218435 43.0135952 31.3544626
Cdc42se2 55.5276082 89.8609929 88.4222411 28.6566057 21.6656872
Glce 17.6952801 36.8008927 30.0031759 7.43032672 5.98841989
Pls3 338.962594 551.446686 592.903746 87.5415699 51.2847191
Mrgpre 2.49680492 5.78621641 3.37166877 0.30245309 0.40294222
Dhrs4 59.2332958 76.0657166 51.3891494 21.918555 5.92545132
Iigp1 14.5123677 6.36163601 4.15714734 1.66784245 0
Apopt1 41.3742443 38.8363479 40.7428462 24.1503754 8.07844448
Ggct 16.9492938 18.5720104 12.2366043 4.65946992 2.14861712
Atrnl1 8.093263 10.1429156 8.80595211 2.65562502 2.54023698
Cyb5b 175.14821 124.970733 95.1337689 34.0898098 22.9888914
Slc41a3 2.96085825 5.52636299 4.33729123 0.82440727 0.66124037
Itga2b 3.87058035 4.90145976 5.53426516 0.78386403 1.01869314
Lum 34.0357878 24.3067674 35.5034593 28.7663535 2.89619534
Fbxo10 2.71598103 5.39228538 5.98116244 1.39532534 0.68789463
Rsph3a 15.5376832 10.3454215 6.10011553 4.97896746 1.62637944
Xcl1 9.09326348 7.24208649 9.02166066 3.22008846 0.10409848
Bbc3 9.14151721 20.8601783 2.50585452 2.54507216 1.85122502
Wfdc18 16.3029224 3.1061621 1.77602888 0 0.48030733
6430573F11Rik 6.00304868 3.19853464 1.62129541 0.98416098 0
Zscan21 25.8029839 26.6308217 27.7536159 15.7497641 5.41761773
Isoc2b 14.3282022 20.1933679 14.344977 4.66590873 5.74095794
Irf6 274.761959 287.858321 192.780959 54.0628294 36.0632075
Apol9b 18.9297883 7.41584029 7.11747751 1.16361353 0.62250239
Dcn 63.6158181 31.6466121 37.7840771 49.0966775 6.06828211
Ube2ql1 9.75014448 26.3087079 18.1245006 1.98673063 1.67566728
Gm12250 3.93393982 5.00296723 4.00033745 0.50962444 0.03868056
Prosapip1 14.3484331 11.826755 7.68457788 3.3609113 1.13116718
Ubn1 24.4278645 36.2517544 12.3202202 9.53464709 5.50504379
Camk1d 8.07924321 10.6931301 5.22243903 1.8690893 1.60939092
Fbxo16 8.80808825 7.12448216 3.29193962 2.87413977 0.34016233
Cfi 22.6180438 5.77997062 7.36970596 4.15882786 0.88230117
Gm11240 2.14794761 3.64301584 3.58013728 0 0
Cox7a2l 570.389452 799.175195 832.671589 391.159734 157.18164
Meis1 38.1491227 22.1127732 14.2144247 16.2680198 5.46721231
Zfp872 6.63132383 4.27281725 1.18321924 0.84950382 0.38839988
Mphosph8 70.6718923 73.8266625 67.6402232 23.4343981 10.6364696
Bcl2a1b 10.0719625 8.84687006 5.84880716 5.87727023 1.0943966
Osr2 12.6228475 15.2715508 14.0898291 15.6851855 2.20031317
Hdhd3 14.8126275 11.0636003 10.2593137 3.31688603 1.49582693
Zfp956 6.23763987 14.8048116 11.4425165 10.845977 1.15496511
Ap3b2 22.8737797 24.2703939 15.7546735 9.40676198 2.29295641
Adh6a 7.68340563 3.97112573 0.09005963 0.08929126 0
Pde7a 58.4180583 71.4584422 80.4856454 44.3839558 10.227404
Tacc1 17.4152075 41.9219042 9.66787497 7.77256959 5.22913932
Trim47 20.4696374 25.5439862 10.7014843 5.67331066 2.04744403
Ppp2r2b 18.0875788 4.39772095 0.97772234 0.06322048 0
Serpinf1 39.6769918 28.4812799 44.1772325 29.1735001 3.56777687
Ctss 57.2403048 46.7176095 36.862408 36.10704 6.11850707
Ptplad2 12.3305971 1.93641183 2.91952283 0.74514821 0.10006211
Cenpv 52.9135469 40.3100133 36.4996265 19.5705899 11.674534
Clstn1 22.3790643 44.0461482 18.7395395 12.6449909 7.62054831
Nqo1 4.66398037 7.09342234 9.37679167 1.73591538 1.61620941
Msx1 281.649659 279.490733 170.491415 113.383652 45.2482837
Rnf223 10.7468864 20.1541351 11.9320725 2.20320837 1.88126776
Lhpp 15.663791 6.81878461 7.51524356 3.83732959 1.20318929
Slc16a4 4.56213466 3.48856293 2.12603732 0.27375305 0.14336746
3110001I22Rik 27.5662077 20.5962683 17.8043864 2.86156055 3.82767079
Cdkn1c 60.7120158 74.0647548 161.285737 13.2564423 10.8174511
Gm15133 4.38924833 3.87727227 4.86273293 1.15134217 0.37685652
Zhx1 6.58122577 12.8699235 6.55754026 4.13528883 2.08548485
Acp6 9.91544482 7.66902781 7.70286787 4.05723539 1.48796804
Ccdc104 25.3910255 18.5923507 18.3573517 12.3041662 5.1125136
Col4a5 12.7087948 6.20040435 8.26095579 4.45495454 1.25591747
Ilvbl 54.1237423 41.1131917 15.893514 14.8581968 6.79862758
Tmod2 7.74301402 17.6305993 13.7099457 7.7332302 1.92055508
Ttc30b 9.8079579 17.0486077 13.2879314 6.07175472 2.75986468
Nt5c3 66.8621541 69.8087617 38.5132563 22.6616257 19.839016
AW112010 50.234037 51.1385411 48.6196501 38.6256728 6.47317938
Aldh7a1 13.8210458 20.9684405 15.6483745 9.88160381 2.09095093
Jam2 268.806998 373.505592 278.758739 42.9914082 164.431385
Ppp1r36 10.8611348 12.9333052 5.07017743 1.11251508 0.25175641
Lgalsl 31.3231389 25.8347339 4.55171529 4.00229977 4.35598449
Unc5cl 9.63459024 3.64715498 3.27901525 0.08444259 0.11055875
Nudt7 46.1941131 48.0013792 46.3858878 16.7437139 11.3456811
Ccdc3 3.87639088 4.64270556 5.70226881 0.56310941 0.23592523
Scara5 3.11142264 5.42607838 9.6685032 0.06419206 0.22412053
Tyrobp 41.3621847 32.2064341 34.6733554 27.1846939 4.70870905
Il18r1 4.20104589 1.70289338 1.70507688 0.46333034 0.07651162
Mycl1 14.885277 6.89856179 7.32357906 3.95592738 0.65770231
Zfp273 12.7557549 11.7587497 8.63757606 4.02399297 1.48599349
Lgals3bp 93.8170017 70.5008143 62.5575045 54.8438231 10.8950009
Lyplal1 11.2476725 6.461457 4.55663466 4.97333092 0.9278429
Zfp932 22.9419438 13.0540913 14.6961041 11.0795183 3.17322272
Tspyl4 4.23039935 5.51434278 2.84893249 1.25880077 0.24118817
Apbb3 11.8911713 17.4820788 11.6260126 5.74889378 2.15416208
Sybu 13.2342435 32.5253057 12.3385194 6.88120328 1.37825002
Zfp40 10.1358694 4.54426805 4.29312204 2.65663949 0.51245342
Pdk2 8.50086099 12.3995259 6.27064551 6.03195438 0.83131585
Gzf1 21.5742663 19.6521689 16.1367364 6.81950965 5.24470052
Ctsd 6398.45484 15401.8964 15034.7171 4629.46083 2842.2002
Ptk2b 28.3704797 44.7564354 22.9325217 7.99945917 3.0572026
Fhit 3.83209523 2.07516156 3.60963925 0.60658351 0.21178293
Ivns1abp 214.770045 293.016026 255.398383 134.228622 58.1813998
Kcnk1 244.07723 210.391888 287.41785 234.10491 38.5472253
Oasl1 10.7151034 4.67688071 4.17918661 0.87380583 0.34444639
Gsta4 64.8032656 168.312444 150.584261 66.9316786 10.0914676
Ckb 88.5520033 321.050836 236.596367 32.7299003 27.1894246
Anxa1 1513.79939 890.005889 648.045567 188.192861 158.6828
Tnfrsf11a 6.72633516 6.37253728 1.51503539 0.39340963 0.26014256
Casp4 24.0900725 25.7810928 46.0899339 21.9912786 6.2037461
Dlx6as1 14.6330916 5.61840098 5.51668779 3.77798551 1.35350086
Rab19 30.8533732 18.5282395 16.31903 12.5540746 0.63294398
Dgat2 322.697916 329.793184 263.402994 74.6843084 45.4089508
Ifi44 13.8137554 5.95156764 12.9574377 2.12056006 0.44925583
Sh3bgrl 212.466859 141.227952 104.971072 57.2942939 29.0400994
Slc25a33 80.2899385 102.900264 42.0475075 48.8335923 18.4306999
Ppl 21.9103797 26.6750167 14.3338575 13.7442045 5.12833864
D130040H23Rik 4.42996492 2.30190561 2.11136301 0.74762479 0.13051308
1700102H20Rik 3.01155227 5.45697459 4.93376407 1.48876927 0.27845882
Tmsb4x 11725.4511 9745.07825 9595.53415 1912.43777 2015.34318
Enpp2 4.50993144 4.6563346 2.52344539 1.83238919 0.15378881
Pde6h 1.2855351 5.2305786 10.9298982 1.18022889 0.09365132
Sectm1a 7.99499352 4.56561242 1.6451636 0 0.06471509
Zmpste24 289.783257 407.979833 256.169643 80.4663979 38.1494531
AI987944 10.9687352 8.82235716 7.49919258 5.20873325 1.60462961
1700001P01Rik 2.50814191 5.82616574 1.64510368 0 0.66996715
Rhobtb2 17.4778797 14.8004918 15.364636 5.84849247 2.29768891
Laptm4b 105.50062 152.210229 134.393987 57.1871716 31.5693324
Sorbs2 11.1877033 4.42591935 1.98080965 0.90339855 0.11999412
Ssfa2 45.8901817 75.1832093 41.1893634 22.805301 15.0010552
Haus8 49.9435634 103.022452 79.0066981 13.5872165 15.3017288
Xaf1 48.8460153 53.6682668 57.479623 26.846924 7.62339064
Pou6f1 3.84855873 1.76837784 1.37268593 0.44493398 0.05711195
0610009L18Rik 12.0099073 16.047972 14.7304237 5.9966513 2.19498123
Clec7a 3.7517485 6.34154609 4.7204773 1.44613026 0.39015215
Gstm4 11.9736774 10.6880439 6.97027604 4.1894532 2.03153915
C2 5.87003862 4.14439745 3.56280529 0.74724023 0.03952908
B930041F14Rik 20.3063478 29.259778 25.456414 20.2640522 5.07448508
Abcb5 1.71609709 3.02524666 5.82662107 0.13901655 0.02696462
Serpinb12 4.54790457 5.37131948 6.99560887 1.75986134 0.06023912
Tex40 2.25443741 8.91655207 13.8398358 0.68992079 0.2007328
Id2 1369.39421 764.124164 480.278981 415.276086 237.828858
Lurap1 16.81703 22.2113907 26.9976304 8.68468613 3.40570547
Nt5c2 17.4520431 17.5876211 13.8632785 5.7337819 3.27412901
Olah 10.3785182 14.0235441 2.20237004 0.59552181 0.20792084
Pik3r3 17.6843051 23.7092496 15.0479761 3.68503121 3.58199463
Tesk2 5.33393767 8.22448741 12.6465909 4.06767062 1.34435361
Tmc5 2.37711522 3.84004865 0.42060587 0 0
Gtf2f2 100.418 71.2047768 83.1065295 35.423981 26.2533958
Rragb 5.46051412 5.65697593 2.99145242 1.31235846 0.06872964
BC017612 5.03751676 6.71891199 1.91698356 1.83727406 0.38709213
Porcn 22.9410321 35.8108201 12.3254156 29.461243 3.96891932
Snx24 26.9232108 26.6089852 24.2887521 11.5476805 3.60970611
Gk5 4.67833315 5.70597638 1.91314401 0.89390441 0.95151926
E230025N22Rik 2.78184787 3.73366959 2.09670077 1.09880076 0.0518427
Gm10638 5.84128203 16.6546571 11.2612228 1.40663243 0.6138906
Rasgrp3 11.294014 5.18172808 2.16754042 0.58279255 0.8478189
Bst2 209.256309 114.775872 143.788782 86.6783292 29.4715576
Irs1 15.9702097 9.08081346 4.94915656 3.52828638 0.50757524
Cbr4 53.3975539 67.2318846 44.7877849 12.671992 7.17075154
Amigo2 83.0667881 69.04816 38.9289617 18.087607 3.05675118
Cnn3 625.61549 1110.3706 1705.7024 933.586175 190.740952
Slc25a19 19.29257 15.7355146 11.7655552 6.47588733 1.89040158
Cspg5 9.53495641 11.4155463 3.50984783 1.74768447 0.02699945
Arhgap42 14.4566255 9.67429837 6.38042649 3.64492262 1.26678837
Ccnb3 2.73505329 2.30499459 2.55913516 0.24978614 0.01147506
Atp6ap2 170.244369 160.533377 181.562953 53.523797 36.3242156
Adrb1 1.51837736 5.34451987 1.79385334 0.31244773 0.041957
Magix 7.10870206 21.886978 16.0514412 6.71167553 0.82663072
Psg27 2.51847411 2.24119052 0.62188447 0 0
Cd48 8.96517974 8.5639937 7.2969593 4.77071028 1.32702775
Cttnbp2 56.965396 79.5998176 79.6580846 8.40862205 18.8112678
Mc4r 5.78774248 4.67336375 0 0 0
Lgals9 48.4770378 24.343176 27.5654016 14.0048506 3.52556484
Dennd2d 6.06620368 5.05225 5.39906365 3.02795972 0.60174516
Ptprr 27.178278 33.3446056 50.9924284 30.7443491 0.73894169
Dnajc12 18.7274596 5.92698068 6.81266464 3.37727036 2.10561104
Pla2g16 10.1991601 19.9993033 12.4609373 7.74925504 1.88381907
Rgs16 6.75855626 17.7626276 2.24989012 0.23076151 2.03658537
Mpeg1 6.13615529 4.20406866 3.27271005 2.33348593 0.67491156
Pdp2 8.98571594 18.69305 12.2220032 2.22500659 1.98691801
Ctnnal1 24.8678154 18.2625615 24.9270254 10.5060363 4.81896632
Wfdc10 86.6647726 62.694971 36.3099238 43.8262535 3.87092131
Ccng1 161.635972 235.391432 105.323046 67.3900019 53.5912238
Ebag9 45.4771219 64.6364034 39.9862165 18.4244212 7.92387251
Slco4c1 4.73969673 7.16522342 3.4556151 0.52517362 0.08731402
Man2a2 3.99986256 3.81261068 4.11841425 1.80869987 0.36677481
Hddc2 538.132675 586.927511 676.177236 116.654373 59.3172865
Aspa 36.7425655 10.8938894 5.46097105 2.64876116 0.95198976
Cd52 64.1745255 59.7556799 52.4617041 43.6823339 5.29846784
Zfp119a 37.3577808 37.0800919 28.5328937 19.7754485 8.40651671
Gde1 237.431966 220.022432 126.180522 62.806506 79.360216
Bmpr1b 3.28747086 2.88841606 1.47114836 0 0
Itga9 6.98006943 7.29328129 4.14715643 0.19419056 0.39058584
Fuk 9.785037 20.1879209 12.8766565 2.4568923 1.01304701
Pex13 47.8092493 78.9683929 63.6225078 22.120741 10.8901356
Ppt1 113.473048 142.93337 97.34747 55.8592611 23.0578345
Sh3rf1 16.6018565 21.7231685 18.0770328 8.52806545 4.96248974
Igtp 59.3448939 58.1398876 53.1614696 16.6913313 8.5761094
Barx2 6.22624171 3.88823404 3.23671596 0.93598783 0.35013359
N6amt2 57.4112482 38.8934549 29.1090284 15.7552086 13.2518861
Gm20337 5.76740862 4.70795465 3.8071092 0.99608237 0.8236724
Nrg4 11.7029277 10.5702466 6.89040252 2.45317097 0.05420896
Emx2 51.732599 28.0659611 18.2688976 16.1772881 6.05446064
Sv2b 4.65226251 6.32765138 6.86938709 1.07041523 0
P2ry14 14.5076061 3.55983117 5.57503171 5.56076496 0.26157783
Alox5ap 55.3612118 27.8807311 8.62642601 3.43515205 6.97581721
Padi4 17.9826174 5.35320939 7.63961515 3.03884554 1.12828559
Plb1 8.83623908 5.72575528 2.734971 0.2137805 0.12767275
Thap3 38.8109068 33.4622596 31.5476298 30.6335565 7.55246631
Sesn1 8.3980313 17.6662811 3.79779761 3.08403844 0.86078439
Nf2 16.3090768 28.975354 21.6328229 8.39623557 5.89844238
Cdo1 560.223822 485.138594 262.141863 198.079014 45.2897793
Ammecr1 8.97735707 21.8224864 37.5051143 3.11962253 3.41211317
Ccdc129 2.95875205 2.57270429 0.01838763 0 0
Fcgbp 7.41752131 4.82343566 1.95699122 0.6417317 0.63921456
Apoc2 9.0944987 2.8401924 3.06231288 0.37952325 0.57971801
LOC100504703 13.4784039 11.5171467 7.15809818 4.00345119 3.33558113
Pdcd4 25.1049697 28.4870726 23.0578022 19.9800208 4.96813668
Chst9 33.6299874 19.1877032 0.88217651 8.17797754 0.03817198
Wfdc6a 2.9333978 4.54758372 3.90029872 0 0
Tyms 50.5698842 34.5577342 19.9486101 9.57476465 4.19925839
Serpini1 2.9556527 3.43216356 0.50112018 0.43951651 0.2501952
Cyb5r1 27.592646 27.523266 31.009508 24.1172905 5.46356975
Chst10 6.58598339 16.4826643 6.292119 1.76595734 0.21780913
Fam171a2 16.8132107 29.2621384 19.6022239 5.15819125 3.94586654
Hopx 174.516846 298.648354 249.258009 59.9490905 51.1153877
Wfdc17 10.7063968 11.463719 11.4589838 8.4251734 1.00280797
Oxct1 49.6298039 29.8669058 29.4814674 14.4602228 10.5205238
Fsip1 2.26077585 5.87644077 6.71345287 0.6799319 0
Tlr1 2.56234537 3.62154423 2.53087024 1.01939398 0.11977802
Irgm1 72.4737008 55.2513164 84.4088231 33.927112 8.21288873
Alcam 76.3761833 62.9861122 53.2371731 11.5900385 29.43235
Hmbs 37.2638226 58.5486992 58.8384116 23.3413819 10.4395906
Tmod3 195.507915 161.743815 119.340236 50.6308331 54.1934375
Grrp1 3.08505546 7.6431027 5.41790214 1.90450401 0.80986241
Slc7a4 9.06222488 6.57688449 3.40144436 1.46385442 0.14556389
Sorl1 4.41762671 12.5981943 22.4637703 6.40290952 1.70224574
Ebpl 16.0124996 28.7948899 18.1707336 4.29494421 1.91216431
D330045A20Rik 9.52530297 7.95876921 7.17253398 1.20123982 1.14636434
Gadd45g 68.170368 100.370521 181.434506 18.4598528 23.5642335
Pdcd2 42.7369465 72.8294162 51.2733196 24.7497447 12.9243841
Lactb2 20.3203357 62.9271299 57.6009368 13.1986401 8.19724513
Rnaset2b 25.0739912 14.5071308 16.4225692 11.6134396 3.68845686
Nptx1 6.72603535 8.48887958 0.89137559 0.18128628 0.39558999
Tceal1 25.0135091 15.8050335 18.6386858 9.88824195 4.00891896
Cacnb4 2.69352631 4.44020665 1.8378038 0.41214712 0.1262257
Grn 107.055624 185.855401 227.045462 93.050951 37.2275446
Anxa4 160.961854 275.272719 188.932942 76.4288867 76.0250492
Mogat1 7.51610684 5.30727731 2.05288911 0.24821639 0.30331846
Pdlim1 395.34316 437.53575 164.343446 53.5844591 48.0212866
Rmst 3.25209021 2.47733513 3.41589776 0.42334427 0.42786142
2010003K11Rik 4.02334331 2.93976776 2.48370106 0.30781385 0.26867577
Trim12a 23.7755406 21.6570324 32.033738 7.61622282 7.02477031
Bbs2 5.26650224 9.78221795 9.67143248 2.70196214 1.82643912
Csf3 9.47315813 13.9375722 12.7592625 2.98690089 0.84348029
1700096K18Rik 10.4860757 9.32920459 8.04299623 3.80125668 1.33438592
Naip5 12.6923734 12.007733 10.3608397 1.88931508 1.4022215
Fgfr2 79.1054633 89.2297346 94.0564432 74.8876364 19.2373059
Itgb3bp 6.93082602 3.57197984 4.12417518 0.94024875 0.19085989
Mpped2 2.54844806 6.09667763 3.77130458 0.45919125 0.47714972
Slc22a15 5.2361902 10.2980049 3.24758038 0.85682891 0.17319428
D3Ertd751e 5.18190258 5.20069222 4.93352399 1.97667475 0.92115797
Rab33b 15.4201605 37.0171587 18.4702912 11.0186629 5.16252913
Col3a1 45.2989181 29.0165601 36.9320801 28.406947 6.84681382
Myb 15.349005 7.53766588 4.12478829 1.53756153 0.67794928
Ptplad1 111.167677 215.591462 199.979683 50.6472598 24.6468486
Ncr1 3.34304629 7.55994265 4.62277375 3.5193453 0
Ckmt1 13.3788614 13.0831166 15.0487432 1.20568494 2.69673373
Sec23b 249.817817 194.928842 93.5501128 125.695757 32.3225249
Dclre1c 6.33550917 7.59379955 3.48692433 1.74303241 0.89099057
Slc5a11 36.4639477 45.2989109 33.9197998 55.9057527 1.47329812
Zfp964 2.02381106 2.9722217 3.95625744 0.41289512 0.3003301
Cd14 351.498412 552.715643 403.938016 150.414356 32.7438053
Ildr1 36.4804796 42.9136633 54.615048 16.1427933 3.14125668
Pcgf6 49.3905504 41.100365 32.2935891 19.4904998 11.9310356
C030046E11Rik 9.33226821 11.5336717 4.40247083 2.34447135 2.00478231
Cyb5r3 240.682829 435.6804 299.338257 270.54897

74.9254843

TABLE 7.

Gene list of cluster 7

D3AM D4AM D4AM D5AM_mesometrial D5AM_antimesometrial
Cdca4 35.6655913 15.9604287 14.1539003 27.2742917 33.0092455
Ascc2 4.18055745 2.31944114 2.27168071 3.49336219 4.89474656
Ghdc 1.29699475 1.70524146 0.97755521 3.04610417 4.85834643
Plvap 1.29388273 1.06676274 1.55754914 1.75214175 1.63304493
Insig2 23.0990272 14.3227257 11.4921639 27.4107551 25.3412295
Napg 9.21164262 5.04254429 8.00972199 12.3933737 10.6225283
Zfp710 4.04603029 3.86993004 4.32488733 4.99849821 6.61514098
Mir425 1.5343927 0.60240719 12.0769964 3.52175252 3.68876031
Fzd5 1.92409382 3.21417434 8.62892136 3.49832171 6.4547081
Scarna9 0 7.3149445 4.313213 0 4.97689883
Slc25a35 1.39203935 0.3643459 1.81782924 2.19555343 1.68756914
Muc4 3.04776165 0.2951667 0.573004 0.97694589 3.11894782
1700019D03Rik 0.39095737 0.49117133 0 0.43071793 1.50381116
Sash3 0.55520788 1.22859362 0.88801444 1.57552086 2.58860373
Cpne2 0.53823723 0.13346119 0.36724142 0.8842628 1.72526727
Got2 65.8234836 51.9906951 27.5273116 67.6056338 48.3130597
Chmp1b 69.4663075 72.1399885 106.754154 63.2314023 134.14602
C330022C24Rik 1.15043835 0 0.7849487 1.05619876 2.1349371
Tmed9 73.8856083 139.745184 134.336817 129.147106 172.114607
Hsbp1l1 1.19702223 0.36779051 0.57830789 2.05458986 2.62746893
2610203C20Rik 1.79597749 1.35062591 1.24142903 1.69530445 4.05410688
Zswim6 2.41391997 1.88604122 3.62951697 1.62373636 3.74430239
Odf2 5.20757323 4.34171 5.10658103 8.29958096 7.90074316
Tma16 4.9148516 2.16490086 3.66305957 5.33765616 5.23534992
Pogk 2.90222987 1.42428024 1.12248881 2.74572455 2.19098348
Adsl 8.41497826 4.23486415 6.55580489 10.7739821 7.54579381
Fut8 7.68063345 5.90228948 6.74819613 8.07385202 11.9948011
Mex3d 14.4114231 9.85429448 10.527523 16.8510129 25.2946529
Rac1 164.480608 140.344416 158.32096 201.562515 262.530865
Srfbp1 11.9458187 7.97993946 11.1029119 19.7247028 12.7160956
Dhx34 0.84066635 2.0207029 1.5568872 1.35459147 1.37483393
Pvrl4 5.56458196 4.80773893 5.91097284 10.8326052 15.3163209
Aacs 9.26897951 8.19790188 5.7853875 9.92483801 13.9495902
Kat2b 10.0837107 13.6821158 28.2942376 29.2609161 25.1519443
Zfp655 10.4068637 10.4566361 15.2417645 22.5393418 22.8917801
Peo1 4.59921893 2.12863207 2.92576318 6.88296643 4.34479843
Zdhhc12 24.7411184 29.2904101 27.7649541 40.364475 47.8370012
Rsl24d1 44.5170469 37.3100619 50.2282439 75.4469531 72.7209284
Rep15 0 0.4692887 0.79939386 1.09740964 1.5964594
Ralb 73.1447761 48.0563262 38.983717 59.7383264 88.449787
Gltscr1 1.216636 0.99352231 1.29557331 1.36270797 1.56967304
Ahr 10.3028297 5.65729873 7.15519172 11.3767863 12.0133134
Fnbp1l 8.25851603 4.59208336 5.92520556 12.0975172 9.500461
Bnip2 15.7806448 7.86677807 8.51796423 11.1160242 17.8031712
Ebi3 1.83773335 0.83081778 1.18604149 1.22704955 1.65117438
Dip2c 2.46250523 1.09760633 0.7676057 2.65623707 2.11660858
Papss2 0.24050676 0.13489097 0.22270541 0.70973147 2.20263173
Nutf2 21.0734976 9.30282255 14.0437337 22.851066 16.4883518
Dnajb9 35.9451029 41.4304337 55.301635 58.6499257 56.7966897
Zbtb49 2.00987452 1.47524174 1.27445691 1.70483497 1.9432414
Zfp90 5.62426046 2.45128459 5.00149167 4.3674013 3.55398228
Hgs 10.5621409 14.403498 9.44813165 15.5027352 19.5336433
Plxnb1 7.59033735 7.10910537 13.1512874 15.5174149 20.5687705
Dhrs11 2.29457036 1.18912891 2.67716669 3.45483674 3.01555939
Anp32b 102.087063 55.8868181 61.975223 96.1770775 134.217896
Cdc42bpa 1.8532897 1.87521509 2.14165775 4.82776287 3.19364424
Mfsd6l 2.18427504 3.50478166 3.1071884 3.2550567 6.90001119
Sval2 1.4991193 3.64906427 1.66579261 2.61500244 5.04554571
Ddhd1 4.74221213 2.57106649 3.09011259 7.25624653 7.17810899
Gcn1l1 1.9381897 1.77951903 1.46263647 2.29082872 2.14630946
Helq 2.19258392 0.63866923 0.27834726 2.07791038 1.37444996
Arhgef11 1.05968996 2.45965009 1.11065235 2.49101102 2.02497571
Slc25a25 8.88128937 5.59182769 10.6758821 6.43241658 12.5997757
Eaf1 17.1876964 14.6557796 15.5593205 20.5405094 28.0029828
Cbx2 4.53343296 2.72452345 1.35624024 2.86542591 3.80054092
Dgkz 3.17632972 1.66271549 1.03564456 3.34055098 3.68060618
Phf13 10.5697975 8.49590581 8.16587193 14.10615 16.656223
Bmpr2 1.00411498 0.93444401 1.29138114 1.65593667 3.14408878
Ighmbp2 1.37176693 1.45457185 1.8022127 4.21951794 2.90319098
5730559C18Rik 10.9732249 8.37831845 5.6717391 14.1676609 11.5684404
Pop4 32.2298301 16.6183006 17.9065845 21.7484173 34.3934866
Fam109a 11.7855816 6.22788423 2.22402932 9.3586614 12.7790137
Rab24 14.2661498 14.8260001 13.9225428 23.4984924 23.4808219
Ctxn1 47.3928347 41.8491197 52.5536508 53.2284455 77.6189185
Mpp1 2.75916018 1.77070463 2.99713906 5.06628027 6.84576686
Ust 1.47654853 0.44224338 0.63429603 0.47515709 1.52478518
Ccrl1 1.14406473 2.59786317 3.77942989 0.96518395 5.94679234
Carm1 3.93134486 2.41861434 2.25177062 4.93023465 3.54012474
Rarg 10.4623116 6.54015287 7.01669729 9.00844546 14.0492738
Swap70 14.0120285 15.6596012 13.0198103 14.2441143 24.9436989
Sgtb 1.88041101 1.23042505 2.90205089 1.9477049 2.39553504
Ip6k2 3.68187607 5.0871031 6.78593446 9.84828839 8.82305273
Ptrf 100.978822 52.4775665 40.3629883 54.1023485 103.459334
Itgb1 79.0967727 54.1836113 58.2108923 109.532885 152.560817
Mospd2 1.3592511 1.4230562 1.64822532 2.10955597 1.50418431
Gas2l1 6.23994882 6.60551809 8.03568427 12.0337951 19.4599231
Klhl26 6.31080867 10.6947397 5.17473127 6.22302506 8.46267401
Urgcp 2.80092981 3.21226577 2.58285434 4.55612217 5.11305174
Polr3g 2.00323491 3.16263777 3.88752989 2.68044497 6.5577961
Rusc1 14.8686726 5.9307788 8.4715006 16.673784 21.3001425
Ttyh2 2.01899618 0.56301367 0.73384527 1.02208269 2.34372189
Ubald1 33.1233979 38.4219307 29.7132451 50.3666511 65.7553906
Mdfi 0.31412182 0 0.2617846 1.15356056 2.24032368
Hdgf 162.869463 77.5938033 106.944627 200.677145 190.501056
Strn 1.07528154 1.03916005 0.70464464 1.35170258 1.76312512
Foxo4 1.01055433 1.0849807 0.45833003 1.57153473 1.12381586
Strap 83.9070226 51.1465125 86.6035748 84.0079165 101.767605
Slc18a1 0.20914589 0.24633392 0.77466302 1.40169816 2.91622648
Camk2d 7.71839769 6.79514235 8.67670332 10.9378797 12.5811451
Dnajb5 1.073211 1.5966791 1.3076003 1.42608861 1.65214073
4933421O10Rik 1.21954329 0.74479435 1.67823197 1.46175598 1.31661596
Fam81a 2.85004262 0.92356566 0.48173936 2.15971504 4.80340652
Brwd3 1.84465768 1.49E+00 0.90098823 1.79590768 1.53507239
Neil1 3.73434461 4.37646252 1.90961054 4.2983441 3.48382918
Dnajc25 8.42362273 4.68044342 6.74249389 8.97883044 11.2981324
Hivep2 0.94799958 1.21091987 1.93494056 0.52710915 3.24201548
Il17ra 1.90542972 0.86415843 0.98867099 2.8803855 2.61945343
A830010M20Rik 0.7818453 1.50824714 1.72502983 1.58624821 1.53925845
Cxx1c 7.32946511 6.66950822 2.60061372 10.8796997 13.0643594
Gabarapl2 73.5960496 73.149445 78.2540073 97.1967758 121.685176
Sulf2 5.8853037 1.10263983 6.39937627 1.75278126 6.75186831
Mul1 7.00693663 7.97156466 11.6660161 11.7750343 13.7784884
Gopc 7.52268274 7.19972184 8.99410319 8.04365991 15.0223489
Rsad1 1.94802445 0.67845185 0.48005406 1.49998999 2.03943746
Fmr1nb 0 0.05505872 0 0 1.51715142
Lpcat2 1.4905529 0.73149445 1.05673719 2.77966895 1.99698066
Atg2a 1.20343339 1.63951674 1.46676455 2.97460327 4.78064887
Rab5a 53.1844913 46.2660957 54.8931161 53.2344773 92.4894752
Garem 2.5359344 2.74061897 1.96948718 2.67868193 3.57269123
Fam122b 4.40863522 2.06756046 1.71374084 5.16642882 3.87047474
Zfp407 1.42660879 1.56695953 1.5042794 3.16458945 2.41859158
Cenpt 6.45842992 4.75243706 4.06667395 6.30208345 10.8832694
Nudt9 20.6780695 11.7839698 13.8061616 28.0050605 27.813179
Mvd 4.47805593 1.31857369 2.13809486 4.30394433 7.59751374
6820431F20Rik 1.25972356 0.5605141 0.49251542 1.28503526 1.99652799
Nfkbiz 12.8472746 14.3790155 30.0212082 26.7700414 30.4138826
Smim3 7.78205963 6.98713481 9.85132638 11.3348651 13.3143321
Cxxc5 30.4818725 14.7618929 14.8570444 20.4221344 36.0419916
Ppp1r12c 5.90447893 6.57658156 6.94569042 9.93814468 17.4191459
Ppap2c 112.159352 66.8521933 92.9620562 136.798476 144.20005
Itpkc 5.24854804 4.20075123 3.56530348 9.15349225 11.0750692
Dpp9 6.35577025 5.38458297 4.73236536 8.80387947 9.73963074
Mafg 15.3064112 15.3363445 20.8542267 26.8974925 35.5197254
Celsr2 2.98750318 3.07431652 2.72056023 2.6405628 6.12635806
Sc5d 21.1089862 10.9512753 13.8812965 14.7744486 28.7195167
Appl1 5.61152163 5.72291162 7.84198014 8.51473852 10.3824215
Trp53inp2 17.8196661 18.3133931 14.0908524 24.4562168 48.6310319
Cdc42bpb 1.62107058 1.6539745 1.10558988 1.98734204 2.36473073
Arid3a 1.13869454 1.92281681 2.38093245 1.83228994 5.92630349
Lrp10 30.267577 27.6593303 29.7113358 41.9406583 79.0454469
Uchl3 65.9128905 28.3552419 40.451445 75.2556858 105.582501
Lmo4 25.1426231 42.2831638 48.6852076 39.6210049 100.459759
Heatr5a 9.99055519 13.6242137 21.7933687 15.0658041 20.3010146
1700030C10Rik 2.45867739 2.73249667 3.39753089 3.92418015 6.21390646
Tnfrsf1b 4.91111849 5.02353404 9.27959728 7.6040608 17.9119734
Gm6654 4.79191329 3.27186016 3.18323388 3.53862993 5.50957011
Ppp1r13l 1.62508364 1.89767889 1.48550914 2.02753931 3.57287274
Rprd1a 3.79402429 4.42097065 3.17593808 4.65359804 7.12656702
Sgms1 15.3726609 10.2544596 14.1417131 23.0958377 35.2297333
1700086O06Rik 3.47840705 1.48496025 2.12645198 3.47250999 2.73329943
Ccdc68 0.89799704 1.17518781 1.14830458 1.72739074 2.2273662
Pkdcc 17.5651698 22.1385871 32.3824924 15.8091384 46.2735991
Dsp 10.4765652 8.09280558 6.15685075 6.32277941 12.023787
1110008F13Rik 20.9919534 14.142226 16.0451524 32.4437258 31.7028455
Map2k7 8.38593639 12.1152479 12.2779391 18.1331521 13.6464713
Hspb8 38.256085 50.2720772 38.6570525 18.2054392 58.9770751
Sh3bp2 1.84997701 1.39208755 0.62454916 2.29996249 5.21956677
Tmem30b 42.2226814 30.7820532 29.401341 67.6408262 54.6298808
Pnkp 2.82718616 3.31768803 3.19329824 4.5351582 4.97926991
Slc5a9 0.40383386 0.68116226 2.90845097 0.30209529 1.91770414
Ncor2 2.04244066 1.18986917 1.51843691 2.59426808 4.20030595
LOC106740 2.75711187 5.0828107 4.2180686 5.94295737 4.41882745
5430416N02Rik 6.14614965 2.94467415 7.71693061 10.2333352 8.51479017
Esrp2 3.90489159 4.67587021 6.0113792 9.09698199 9.03553002
Galk1 14.5059203 12.5801502 9.42262336 16.0209339 18.1131358
Syde2 1.78011891 1.03434247 1.76924151 3.22501523 2.87201932
Itgb8 0.73721225 1.78620738 1.1507474 2.3205346 2.0423611
Vps13d 1.26317046 1.80923607 1.29921628 1.76409825 2.14318471
Anks3 1.99600822 2.47464897 3.3560723 4.19546675 3.17795936
S1pr1 2.49737735 8.01287087 23.7233835 6.56215622 14.4919933
Tpcn2 1.63645697 0.77449395 1.2039632 2.96364736 3.44909867
Meaf6 17.4195609 12.1581726 15.0962455 24.1939574 24.8163174
Hist2h3c2 3.19665145 3.26303897 3.78886162 3.93262364 7.37752062
Serinc5 17.0693253 20.0370058 21.7899174 29.8110589 55.1071287
2310034G01Rik 2.81370234 3.11906263 1.99239788 3.41896025 6.3000718
Gtf2ird1 3.50166032 2.36882135 2.33209245 3.16535873 3.86372629
Lrp6 3.48826142 2.6952673 3.54598976 5.42701837 4.5919145
Pcdhb7 0.11160015 0.87629113 0.48225314 1.98086023 1.7289968
Gstcd 0.92128007 0.70384346 1.59089873 1.7830637 1.25705177
Synj1 1.89437748 2.11080014 1.82934169 5.06023563 4.17105292
Zfp821 4.18542935 11.237451 5.07583907 7.13975169 7.5735417
Lrrtm2 0.51755309 0.53281695 7.51883551 1.68944742 3.56677749
Hgfac 0.77522218 0 0 0.34162507 1.56548672
Nras 54.036711 49.154136 48.0513157 67.1693536 87.4464506
Unc45a 4.45669837 3.71912134 7.32836435 7.17410021 7.54313612
Lepre1 1.05337458 0.99560268 2.14951028 3.25943832 4.48635496
Iqsec1 1.19663259 1.30041072 1.30308167 1.72261882 2.52388388
D4Wsu53e 135.631097 160.127495 194.554864 303.664666 226.90438
Carhsp1 50.4709636 59.5260349 30.9873091 52.1155093 88.3185548
Mob1b 5.24408099 1.6470736 3.00877552 3.56839825 7.51478764
Mctp2 1.05888734 0.41572236 0.33379158 1.11693516 2.42826926
Hdgfrp3 6.05664124 3.50788239 6.61682745 5.99922259 8.33554221
Smad1 33.8261554 45.84208 60.9004152 82.7288108 98.235748
Yif1a 10.6138249 10.5976055 13.0234188 16.0000317 20.5109568
Pard3 3.27725538 2.80958088 2.6054625 4.24814966 4.54214167
Tln1 2.30069279 2.47050287 2.88521702 4.46925205 5.57982454
N4bp2 0.72824082 1.04535675 1.16955732 1.52521196 1.98780691
Tcf7l2 5.41401683 7.34386368 5.5703256 4.10265217 6.69143118
Sox13 7.59048553 9.86098438 12.0564748 11.2753929 14.0152346
Sult4a1 1.69665327 0.4082617 1.11495561 0.87932973 2.25871426
4930413G21Rik 4.69784639 8.83845648 7.92499051 9.35198618 8.75927094
Herpud1 17.5315232 7.88184293 11.1668647 21.3112143 26.0588933
Rfx1 1.84443417 3.42427771 2.96714317 5.1948382 4.27128146
Chst13 0.15799319 0 0.29259834 1.16040786 1.64590355
Cd248 1.01813723 1.63886735 1.76771025 1.89283888 2.16209539
Wdfy3 3.41200057 2.91224659 2.34315893 3.81603358 3.55410605
Midn 2.35662524 1.91948247 2.13334214 2.24430992 3.80515323
Map7d1 5.81628182 2.67667343 3.63807925 5.49896797 6.62092167
Pim2 3.92995483 2.45862417 2.48522219 3.57869413 3.5077261
Shisa4 16.0015238 7.87432261 9.13386283 15.3447788 19.6733883
Eftud1 2.61779122 2.22445109 1.99235575 5.10300681 4.16680147
Zc3h15 99.5458767 85.3932156 114.491403 82.6642552 180.370728
Fam83h 8.08805311 8.06572208 9.77276395 15.4072868 16.2147106
Sprr2h 0 0 0 0 1.539041
Zfp281 7.66469147 6.70756143 8.31080511 12.0988055 12.8885169
Tpm1 95.5602831 111.622618 60.2008253 63.6493131 200.726572
Dennd1b 2.7455902 1.37358696 2.42614989 3.45693499 2.21275329
Lnp 2.92802344 1.45298556 1.06662931 1.07799741 2.58458438
Tnfrsf9 1.26254059 1.59077812 0.73408128 2.07562992 4.25871059
Tpm4 298.11953 244.931185 415.095996 436.543383 489.593458
Atxn3 5.43028503 3.3447868 5.08422776 6.64727529 5.60868132
Samd4b 11.4651388 11.7778769 9.72265596 17.2342105 27.3485748
Snhg5 44.2922961 22.0534713 40.6552354 60.1069009 44.341212
Cycs 40.0991134 13.5418538 30.2615814 38.986802 40.401713
Pitpna 28.3063658 19.3050756 21.7749935 32.5771585 39.8962193
Slc30a4 16.5887296 12.9414139 7.23384737 9.19475817 20.0689174
Filip1l 4.93441568 1.92460459 2.34432299 2.5167816 7.61118467
Dcaf12 24.9594249 22.6077107 23.4616809 27.577545 41.8029243
Dtx2 3.04972461 3.83520108 2.89018365 4.70296144 4.71596168
Mir3960 1.78662163 4.20859821 0.82719154 1.6402683 3.57927656
Taf3 2.97218731 1.49191376 1.9981711 2.06834248 1.79448017
Gga2 3.79990422 3.47575772 3.50630442 5.60629014 5.91916183
Nudt4 81.4591083 130.143073 452.317343 143.068607 351.682366
Ssr1 40.7555541 21.5470942 25.5400053 34.0072775 44.227335
Zcchc9 27.0296494 14.9402489 19.3531503 30.2866119 52.1551059
Gm11110 0.31779576 0.3493492 1.53022372 2.10069448 3.61625544
Lrwd1 3.02266207 3.52487 1.99528165 3.18719411 2.82991173
Polr1e 2.5030302 1.32185818 1.84600828 4.12824998 2.80457716
Npat 5.28119712 2.11871538 3.95333828 6.22574135 5.12118622
Casz1 5.23227909 6.53611806 9.83920001 14.2419672 19.1938495
Cmtm4 6.62912416 5.45688048 5.19348332 6.59713702 10.7123692
Serpinh1 66.0388427 48.1457436 54.9987602 82.35771 146.188258
Ccdc41 13.6931445 6.05332481 7.30039468 8.26066799 12.7580951
BC020402 1.19216983 1.68497808 1.51790403 2.10693512 1.76739049
Tmppe 1.5503946 2.22563802 1.77913745 4.05186462 3.40709957
Hras1 32.2040122 18.5932238 28.8635962 42.7942533 43.0111833
Scube1 1.68537523 1.21362418 1.65198451 0.97367666 3.82114396
Pfkfb1 1.66723669 1.01159604 1.68418311 1.42629954 1.24494767
Esco1 24.4184741 16.0606535 21.6401687 31.4777963 37.0866661
Ctnna1 69.8772702 52.6950613 62.4711879 89.7884025 158.065955
Manba 8.21802184 6.03472967 4.7170631 9.80991161 12.3176214
Tmem138 6.60641299 5.91251506 2.30225966 8.08698726 6.54641104
Fbxo30 8.53082133 5.17653191 5.41977058 11.4494833 15.9204317
Usp12 5.24867132 2.93521989 5.4818374 3.81015059 6.33349385
Zbtb10 4.87686776 4.02184449 5.62663501 7.7972206 12.0610279
Dot1l 3.09222975 2.11329184 3.02243061 3.42774016 4.77236874
Hs1bp3 3.90211935 6.90691007 3.61330014 7.89358323 14.1685142
Luzp1 9.4928957 5.76043379 5.87087354 13.4705046 12.8891037
Adamtsl4 0.40588189 0.38509692 0.09396003 0.83842552 2.12770169
Pim3 32.3497426 53.8717389 37.7437341 37.1989659 38.842031
Ccl25 1.27966424 1.84883213 1.99071369 2.25569078 1.84582786
Rab35 12.330828 10.6291588 10.9993911 16.4136787 19.4968804
Xpot 8.37331596 4.49718245 6.39239917 10.8163493 7.4603622
Otud3 1.67910338 1.22645776 0.57853875 1.25475614 4.59990619
Cpsf3l 10.7250584 6.89418715 6.61224558 11.9637549 17.1000052
Wt1 2.29885969 2.30188907 4.35506177 4.56962196 5.44207469
Ap4e1 2.51890646 1.13020602 1.11995445 2.14738374 3.27610239
Rab9 66.8780103 51.4875099 50.3764215 73.1006862 98.4879472
Cygb 2.23806742 0.70293761 0.85487105 2.38862751 4.97689883
Ankrd11 7.50052781 8.85161388 8.69883475 14.9810303 12.6553573
Spata2 4.16140661 7.29114714 3.44538937 4.73444808 5.53175579
Pgd 37.180046 28.065837 23.6761261 37.5532198 61.4917781
Coro1c 15.0882693 8.85201957 7.18785147 11.987898 24.0299044
Ehd1 24.6746933 37.864378 24.3096047 29.5585935 47.7411601
Btbd6 14.1426686 7.44394972 11.16748 16.2087904 13.8738765
Mir3064 60.3451455 112.344446 122.572501 148.334114 113.094455
Kif3b 3.6942868 3.47365683 3.63532391 4.98649135 5.63314947
Pdxp 2.18349985 0.84445386 2.95738543 0.92751803 3.34280461
Eif2c2 1.11243948 0.82886309 1.3007847 1.93825752 3.20793385
Homez 4.49967374 4.2978124 3.99042535 8.1593916 6.00969503
Zfp593 4.78527074 3.57603056 6.3257547 9.63491605 7.8544833
Pak2 29.7183303 24.8465412 19.6372728 30.9938278 38.2974733
Mir684‐2 6.82447914 1.78620738 2.80860382 3.48080191 7.29173549
Fbp2 2.26779446 1.22669471 0.04666537 0.04626723 3.35190675
Gorasp2 41.0592119 23.9325902 24.2123358 33.6225286 45.0415355
Ocln 62.2493791 51.18857 57.1122371 99.6141822 137.977972
Sall1 20.8151446 34.587707 39.1347981 40.8166896 34.9708324
Ypel5 46.5050947 67.80283 71.4980077 74.2685927 101.891986
Mir707 2.67993245 0.70143304 1.65438307 1.6402683 3.57927656
Slc28a3 4.71513093 2.92822165 5.71566876 6.84750917 6.44630531
Thoc5 3.67636371 2.4743168 2.43161002 4.50027973 3.6007362
Arpc1b 96.7033436 79.0353578 99.901911 136.723924 216.138919
C630043F03Rik 6.62552707 8.48010872 23.5966621 6.23875771 20.0122454
Zbtb44 4.45143543 5.10717326 6.30898041 7.15357222 7.24634897
Tnfrsf18 3.49695257 1.47461145 2.5785047 2.67541279 4.25532263
Mfi2 1.64133972 0.21066757 0.10229789 1.37648362 2.13734438
Tbcel 5.7373683 5.082318 5.66527112 8.61826089 10.5735303
Orc1 3.89711292 2.51603005 3.04731649 1.98770892 4.18128901
Lsg1 7.84693223 5.3606913 8.44655266 12.4316946 10.3970054
Ccnyl1 4.6372757 1.55802066 3.6127767 4.44162223 7.87881368
Ubtd2 9.91510187 7.04232289 5.29762705 12.8941209 13.4780067
Pced1a 1.42773267 0.784745 1.56994343 2.7198647 1.91639208
Twf2 10.0640374 6.48891564 6.06122781 11.0800432 21.047224
Paqr5 8.16077715 9.36312897 17.8567018 14.6766521 22.1571536
Nol9 6.26215822 5.41909036 6.36030857 10.0836504 10.19401
Cars 3.15736299 1.23959022 1.2931607 2.26695057 3.87632763
Kctd3 8.40020954 6.44378854 4.98995531 10.6708245 14.1545261
Tob1 36.9580472 29.8488151 27.6423156 32.5943205 66.1622614
Ulk3 4.19976203 4.34858697 2.69232404 5.65648785 6.65699843
Apaf1 1.26306002 0.78091523 0.8196223 1.39699227 2.14385401
Snord19 1.20762388 0.94823355 5.59120204 1.10869987 1.93546066
Muc1 70.8137676 34.5029731 46.7409481 24.5104521 97.43031
Prep 12.1117702 5.44249089 6.30722137 13.1453719 20.1995465
Cux1 4.24431313 3.54289815 2.94762458 6.25464532 6.23815216
Slc4a4 1.39266822 0.83381775 1.06391052 1.19068328 2.05765405
Fads2 0.64865739 1.25634657 0.4805171 1.54835671 2.04455492
Zkscan6 8.49848256 6.33940673 5.37746365 8.29646564 11.1915364
Gm13375 1.74211734 0.96124181 0.65398898 2.07490979 1.62243308
Fam160a2 2.04194622 2.36307465 2.50642197 3.57496669 2.87306503
Tpd52 122.473861 118.437092 137.059424 143.141306 228.099708
Tle3 18.3901477 15.837797 22.6356622 17.6778166 33.5524494
Cog6 10.4964021 9.67977588 12.6973901 21.2824811 16.2857083
Eif1 446.681226 450.524472 503.573851 735.444292 917.374788
G630090E17Rik 0.21956798 0 0.64383539 0.80632718 2.34601292
Fam181b 4.3545265 3.11341829 2.0652844 4.87539029 5.617249
Erf 1.02387751 0.49699024 0.94809421 1.8116466 2.13326109
Serpina1b 3.93558267 11.1751819 10.1277268 0.33611112 13.2752228
Myl9 4.33540318 3.21506333 4.90662827 7.96052646 6.51408503
Cd164 104.131316 63.7253151 95.3997366 122.807119 187.332758
Pcdh7 1.17614837 1.0699303 1.50082546 1.01396108 1.36203813
Wsb1 19.8664558 9.60658287 12.4618203 17.3297911 29.7546816
Agpat1 28.0760492 21.2500274 16.4832508 34.3859351 29.5035334
Usp28 1.85436084 1.2619146 1.86020087 3.23467127 2.3652063
Ccdc109b 15.140195 7.18729373 40.3177422 13.1731714 23.3929349
Rad23b 27.1387404 16.0425889 19.0139015 23.2661147 33.0328437
Rybp 3.6510201 2.57427206 3.7119653 4.96634707 5.80372823
Ext1 4.27339882 3.28158885 2.03956204 4.42455743 4.57101721
Stk11ip 2.70618272 2.58435119 1.3951667 2.8336757 3.9034829
Prelid1 115.5726 81.2973125 73.9147668 90.4918998 166.417625
Gpt2 42.0539233 44.7114795 43.8949786 78.8330002 103.148858
Hsd17b12 66.4173434 42.7679627 65.113333 92.84864 123.809492
Rap2b 8.29712705 5.96594116 4.15803188 8.68732519 14.4682255
Klhl18 1.61229784 2.11374445 0.8797812 3.13226068 2.99932314
Thop1 8.12308086 3.90224699 4.85883028 9.24102411 7.50000363
Nrn1 0.08171891 0.67374489 0.68103363 0.67522323 2.65216319
Ecscr 2.34785561 1.79746161 1.68490949 4.84993821 3.33958423
Sh3bgrl2 35.9595888 32.2003857 35.437358 20.184673 61.6637765
Jund 270.204794 191.741521 220.012829 149.154418 244.636712
Abcc4 7.59973379 7.40925083 8.85031798 13.2434622 22.4897573
Proser2 12.0349297 8.03735833 8.22901548 16.6314155 17.2701822
Phrf1 4.92667398 4.37344933 3.17993113 5.18039703 5.5913708
Csnk2a2 3.99997352 3.90221017 3.17478132 5.21436326 6.11936538
Ctsk 5.80832862 2.21126528 2.77070093 6.38287939 3.84349576
Crlf2 4.79497717 3.57679272 2.26443683 5.41469449 5.03362084
Gm3414 1.69787766 0.88663192 1.27455662 1.92200801 1.90219187
Exoc6b 5.14261302 4.14154946 4.87297925 7.18657623 9.95196791
Acly 22.6112364 17.1645908 17.2820809 28.9273745 38.5999145
Gpsm3 2.76773366 1.44882743 1.70858475 1.91690327 2.25683648
Zfp553 28.0995467 26.0967085 30.2267877 37.7444926 44.1249853
Sgms2 83.4574472 83.8818204 45.2000885 126.274596 100.868588
Dstn 593.563663 694.307583 809.730828 632.760689 1061.34856
Dnajb11 30.5704985 19.0672302 21.7580003 29.6388776 44.9258936
Cast 7.97682726 8.49281739 8.86787055 15.9707948 25.4786609
9330151L19Rik 1.02453558 2.55419704 2.82239311 4.20922738 3.16089765
Ube2o 2.73808712 1.61740298 2.00042699 4.3011234 3.97567178
Fut4 7.72431039 8.46888499 9.32802943 12.1406267 14.5761739
Rps2 430.37104 217.991204 190.342651 478.179256 364.180462
Gltpd1 13.5224841 9.81004954 9.25509867 13.4718279 17.0199844
Slc6a2 2.75965819 2.68965439 4.05682079 5.43195387 6.90971883
Abce1 34.683794 17.3904988 32.4650441 41.43624 37.9767532
Ino80 2.76548938 2.27720636 3.30889752 5.08741092 5.54446766
Tmem170 4.09460943 2.42451069 1.86469322 2.24935403 4.33013251
Siah2 6.47399008 3.78683622 4.75701627 4.83674773 14.0725415
Plekhh1 2.01539466 1.99601763 2.31636754 4.35146188 3.91180074
Pprc1 1.92750036 0.92761977 2.85573523 3.01403991 2.63080922
Kcnq1ot1 2.44474472 2.77879695 3.94716603 3.13495361 2.68185995
Rai14 3.81453884 0.27600809 0.94031316 1.64943729 3.58885178
Mllt11 8.06715809 7.59718381 5.09213055 10.6212918 14.6961052
Prkd1 1.86467103 0.55583507 1.34295433 2.52033282 1.68795536
Vit 0.28769863 2.54140535 2.81944585 2.68533629 3.24687756
Rnf208 5.03886273 4.87845886 3.75990511 7.68022098 11.9568781
Wdr1 96.2087678 76.3443322 97.5643386 134.488607 166.795282
Pxk 6.88855875 8.70838992 8.27104155 14.2296162 16.247647
Ap5b1 4.66099075 3.16302743 2.7341195 3.17550001 5.18856189
Slc44a2 38.4698135 32.4305377 23.1150753 60.8365099 47.005507
Dvl1 10.6738369 6.94351662 9.12628462 14.1627467 16.3421557
Fbln7 0.17933775 0.05280641 0.35288577 0.74091184 2.19161478
Bpgm 22.4835274 7.30433288 6.39473456 13.6067711 27.1142315
Fez2 8.66759243 10.262358 12.0706767 10.8711764 24.693075
Golga3 1.93590858 1.21181767 1.15329424 1.80218392 1.71406999
Serpinb1a 11.5939448 10.2516011 19.3622336 10.1447772 16.3474779
Pkp4 8.86166652 13.8831749 20.2461134 18.9055674 34.6684042
Fus 12.801861 6.0534736 7.46625591 12.2726582 11.5907224
AA414768 0.46886775 0.88971464 0.25326236 1.72183946 3.53810094
Spats2l 0.87056396 1.87349382 4.64270196 2.60496503 6.60161945
Mesdc1 21.7824333 34.7264964 19.0086335 26.005309 45.1394503
Taf4b 1.83641386 0.60661901 1.51284962 2.52315887 2.4053239
Aen 5.78816934 6.54942706 12.2174266 13.1110205 17.4191459
Rere 7.61589992 6.63229482 5.39238375 14.1526475 8.94780745
Hoxb9 1.54633128 1.13830185 2.08069779 3.0833276 3.89171729
Zbtb48 2.22645481 2.20828513 3.22812797 3.52333462 3.89700569
Alox12 3.68464578 4.36548845 5.79421259 2.10174799 9.7491308
Amotl1 3.90541515 6.24181354 8.34594668 4.94343876 6.21250433
Ncs1 7.28884064 4.64458186 2.69375385 7.43364713 15.062057
Gm527 1.60466222 1.43498911 0.41274766 2.86458339 4.00056939
Prdm15 1.34616 1.65410422 1.60810936 2.86801403 1.95985978
Dock5 2.00020373 3.8248631 5.48051409 6.0478049 6.00189439
Cerk 6.7851142 6.09364163 12.3532849 5.478626 13.024126
Blk 0.10539263 0 0.14638784 0 1.58355872
Nolc1 10.973207 4.19548371 6.75740657 10.0743231 8.11807872
Ldlr 2.66140802 0.982749 1.65182832 1.70377306 5.27992642
Ogt 37.3537984 31.9648402 39.0640588 51.1183948 65.7003335
Mafb 2.34754386 0.6799078 1.06907611 0.74196852 3.14562328
Cmip 6.81871278 6.81430191 7.33446656 11.7235526 14.5601099
Myl4 0.22155727 0.52190431 0.95740628 0.40681626 1.65708749
Cyth1 10.4402461 12.4843508 14.0400157 23.2491618 15.8704226
Thsd7b 1.84590901 3.36559977 1.13952149 3.35109987 5.4238089
Dnaja4 3.16835497 2.23221435 1.82863007 2.17164972 3.56498327
Wwc2 1.37396921 1.30276094 1.14024514 3.24874845 2.36825597
2610005L07Rik 0.39039176 0.28099313 0.33137182 0.85122928 1.79883422
Scaf11 11.3470366 8.47222858 10.8902486 18.2539309 16.5418741
Sema7a 0.07964787 0.34396991 0.03687633 0.23765109 1.97860222
Ccdc84 2.19624861 1.59185321 2.81587999 3.25716489 3.79069496
Ubash3b 8.16402897 12.7893109 9.77555213 5.15068523 11.6181352
Prune2 0.89124032 0.76119387 1.07140873 0.37322921 1.70404688
Ptpn23 2.17535246 1.65052346 1.43719879 3.68015218 3.33954015
Irf5 0.43619859 0.49235203 0.58062483 1.6769549 0.96125722
Rhno1 24.6584825 11.6695231 11.5709598 25.8201866 44.994268
Arhgap8 8.89441919 2.71414231 6.83088032 5.88248772 11.3500317
Ccl7 0.32646653 0.89720221 0.45345418 0.37465452 2.09291365
Szrd1 22.9041057 24.6755965 16.4854706 26.3537278 30.3285497
Prickle2 0.60882283 0.57838312 2.01144073 1.96667715 1.72866351
Mtrr 2.36683814 2.66286171 2.64961189 4.03780563 4.11888255
Cers2 59.6184212 62.3746805 73.4978339 130.365954 125.319398
Ube2n 54.4587883 38.3868381 48.7658515 53.9776475 79.8177742
Vamp4 2.4209711 1.57739325 2.33717545 3.71230548 6.99655268
Vezt 5.4306676 5.75037276 5.13656579 7.08439164 7.94537063
Tmed5 44.7146002 15.562052 41.0025458 43.89281 35.3305417
Krtcap2 78.9870271 41.5789384 51.2570196 81.1026844 83.4498618
Sipa1l1 5.33619488 4.34298108 3.43533214 7.48080798 5.51828768
Gas1 1.4579426 1.12843124 3.20150336 1.64445934 1.96945949
Ogfod1 1.05596033 1.48475055 2.09204231 2.25455819 2.00725236
Fam134c 6.09510347 11.1981047 7.65314806 14.6686425 15.3800626
Ccr1 1.35905676 0.23513244 0.89585632 0.23262724 1.84590031
Ceacam1 7.06925435 7.62038651 7.62893777 0.86535568 14.1973499
Lynx1 1.48508402 0.49235203 0.38199002 1.12104369 2.08923967
Gtsf1l 0 0 0 0.6123047 1.54396975
Susd1 6.86751328 5.09715101 6.4325125 7.10442761 10.721101
Ano9 3.68060665 0.45900548 1.08259928 2.14672564 2.86270824
Dcbld2 7.20776652 1.51553652 1.73140229 4.17159648 8.66795174
Cldn12 7.31151671 3.73105241 5.85183217 9.66494692 11.8592075
Rcn1 22.2056129 12.5712922 12.2031681 20.0543282 33.3710572
Grpel2 16.7783907 11.9215878 18.2826503 26.2207792 31.1917232
Tagln2 270.803102 99.0375735 151.268313 209.197706 324.434743
Jak1 25.5973418 29.5593332 52.3853109 51.4525451 54.8116321
Dppa2 0.53755128 1.53007082 0.71553559 0.09253446 1.53460791
Mfap3l 1.25831954 0.21118414 0.17789065 0.72312903 2.67098702
Dock4 0.4528028 0.43173138 0.68883055 1.30651997 2.416866
Eif2s2 78.497955 43.2987662 54.8583024 65.5875605 89.5841789
Heatr1 1.28960543 0.85391398 1.45259033 2.20005584 2.39847449
1700052K11Rik 2.94574147 2.92840298 2.02701349 2.25783305 4.15807213
Plekhm1 2.44162332 2.47635407 3.65041818 2.75531808 6.80732613
Ppp1r3c 0.02436909 0.22961709 0.72209246 0.58169455 2.10904457
Appl2 11.4701715 21.1077754 23.9489504 35.6575948 46.6324436
Cpne8 1.80802262 0.78564276 2.48691851 3.41652653 2.86958743
Dll4 1.09599478 1.37989825 1.41732354 3.74728347 2.46825916
Cblb 1.07276427 0.60745743 1.24170321 1.97924497 2.56244949
Vkorc1l1 7.73400092 5.9347663 7.16156121 8.76799301 13.3343327
Crot 77.26294 55.8080943 136.884116 140.05217 169.468466
Hps6 2.90259746 5.31798636 2.46377894 6.217931 4.49693084
Nfkbib 14.1822852 12.0574355 9.7174804 15.0213156 19.6939341
Rgs11 1.13779119 1.02102914 0.36122621 2.47716491 1.84959027
Rin3 1.82273752 0.35780612 0.90419239 1.25506928 1.87798129
Plekhh3 3.92658543 4.70142142 3.93727761 8.2057068 11.6649171
Pkp3 7.02444472 9.28241234 7.7935297 13.7041857 24.4211277
Snx25 2.72158339 4.55782815 3.89834576 2.83049232 6.44059715
Cd38 0.95803484 3.59030665 2.60088904 3.17839635 3.14068073
Calr 175.933956 114.215536 97.4612989 135.793194 229.12049
Esyt3 1.61177857 0.80951401 0.51093951 0.65322197 1.61740901
Bag3 33.5740862 46.5640085 64.8795064 60.4470179 105.865145
Sars 17.0775753 19.3537949 15.3896931 34.3152187 35.9058259
Foxf1 0.16134851 0.31672956 0.34861433 0.37032862 1.98255021
Hist1h2ac 2.01415969 0.45186581 0.43599265 0.55234867 1.86558843
Slc6a8 3.09278447 1.35632801 0.71596724 1.54054462 3.91535293
Ruvbl2 6.46277043 3.69896 4.47029121 6.1478235 7.83081604
Krt12 0.45725564 0.60760596 1.30280436 1.09793579 3.41054475
C030037D09Rik 1.0498094 1.50316568 0.40027924 0.96381295 1.92996219
Tead1 5.02736173 5.5357726 7.67996108 5.85356135 8.62913923
Nop58 37.9191454 17.69876 39.2685739 38.9032459 30.0956296
Adam10 52.3796661 26.7794874 30.3043394 26.5624097 53.7833685
Khnyn 1.69927261 1.25501499 1.13728165 1.42105803 1.94145279
Ralgps2 3.86717295 2.84988515 4.68146573 5.48086004 8.34448641
Sbsn 0.11410619 0.33598827 0.58113281 0.57617473 2.05737944
Eng 0.67548503 0.98911484 0.64239343 2.56441162 1.55075263
Rnf113a1 3.19380492 1.86944708 1.88198965 4.69148866 4.60684446
Arsg 2.17052163 1.85513026 1.20947829 1.42841037 2.07798353
Dusp1 12.0215164 9.86123827 21.8281449 3.79195907 17.8945397
Ginm1 36.6894284 33.873314 44.9493861 70.5979059 82.9003668
N4bp1 5.01008034 4.39303747 6.33813616 6.92264724 7.9327259
Elk3 8.90230433 4.53512738 3.7794096 6.49037196 12.9594496
Ptpn3 3.15358775 1.6802895 1.34631299 2.03984064 2.57635978
Fam20b 21.0191524 24.0799412 22.5980608 26.2053954 38.3237651
Fbxo34 9.5646204 6.8479475 3.35656752 7.33133126 8.21106134
Ltbr 27.2754438 36.6901112 34.8108453 53.5737343 52.4073156
Tada2b 5.24652211 2.9850222 2.86713183 5.10101374 5.72061109
Cldn5 0.27632072 1.04868202 0.93818475 0.67649483 2.76787276
Ppme1 12.6225083 11.8197854 12.8391618 16.6347243 27.1357978
Sdcbp 374.973601 387.975717 1327.45255 960.496268 1056.89798
Csnk1g1 3.81301818 3.92784922 3.55601384 5.91779937 7.31880584
Fbl 22.9000497 11.3984381 20.371465 33.5766741 21.7776897
Pi4k2a 10.4103519 6.96578248 8.56694919 15.7017303 16.1026631
Actn4 44.7292985 34.2483744 35.9204288 71.5264147 70.5495977
Eif5b 13.0724472 8.97738925 11.4001146 15.0653499 20.810484
Zfp82 1.67061749 0.8895972 0.94240402 3.08516306 1.80038876
Fam57a 23.0695117 12.0028014 7.92147076 16.7377915 23.094416
Snapc2 38.5498429 84.2474817 97.2381679 52.3168665 74.9345424
Adssl1 0.91026926 0.4574393 0.87661057 1.20341292 1.98409032
Ppa1 30.5364336 8.56052329 13.6006422 23.4937964 34.1776586
Acad10 0.57629773 0.96158895 0.967227 1.57073469 2.55442322
Rcn3 6.01401679 4.22887363 5.36108925 9.06493765 11.4009689
9130221H12Rik 2.24138751 1.82636422 0.86152374 1.47539048 1.38946495
Syt8 6.58616399 5.9540246 8.10482815 5.41016068 13.5417945
Lcor 1.06285404 1.22987701 1.35973046 2.06713203 2.47670893
Gm12238 0 0 0.48697566 0 1.6857238
Polr3d 14.6696055 13.3948984 26.4954513 20.2435431 16.5788903
Cdyl 7.03735209 5.86461573 7.45398735 6.2932615 11.518183
Il6st 4.34186414 4.42358254 6.83373696 4.51329509 8.59774791
Rffl 6.47197579 5.41981862 5.21001967 12.3634933 7.99506767
Klf2 4.91960433 7.66941318 7.81413589 11.4069099 12.1435235
Tax1bp1 37.0141868 46.7140731 49.0214257 69.7508609 67.9314865
Grtp1 1.79207696 1.48532461 1.42895759 1.96519167 3.11151156
Gfod2 6.43789273 6.03590706 8.21544206 11.6152103 11.9606906
Clmp 1.89245258 1.83560403 3.77277286 4.47643722 5.0312726
Pi4k2b 14.7626089 6.48240483 7.26803962 11.7984749 14.0461214
Nup93 5.38976396 8.11439199 10.7034856 4.96870207 15.3309901
Mir1894 1.61016517 3.16077849 5.96394884 5.17393271 4.51607486
Arap2 3.7911713 4.40963376 6.15168929 5.22091918 6.53040515
Pde9a 0.5687066 0.17365905 0.14628145 0.1740401 1.59506714
Lrrc8a 9.58093699 10.5683237 9.85124061 17.8173854 26.4849637
Hmgxb3 3.5873328 3.06301869 4.57620368 6.94392865 6.45302462
Fam129b 13.3672486 11.3556937 12.5577217 19.8431157 29.8431996
Ahnak 4.30454123 2.87185439 4.74144064 3.65811763 9.38734428
Antxr2 0.73017621 0.61429153 1.1429842 1.34072583 1.58820259
Lgals1 183.978479 104.009367 160.322127 138.823082 354.828002
Parp4 2.4896968 3.36503471 4.30848878 4.00006283 3.54869785
Ing1 30.4846682 23.481674 25.6952803 25.9868528 41.5198625
Mark4 1.70318268 1.26934849 1.1494264 2.51776464 2.52149655
Arl10 3.11124473 1.4169215 1.72857773 2.91351091 1.94469472
Scyl2 3.64926972 1.79089285 2.11197839 2.70469772 4.7063679
Msrb1 30.3241717 32.0751235 30.8740371 36.2867706 48.9544845
Zfp568 2.47846182 2.10293198 2.58924885 2.39212453 3.98678489
Asl 3.07079244 3.48285128 2.48806662 2.78008848 3.75952789
Plrg1 15.317935 11.0736116 16.9118866 20.046746 28.3270131
Gpr116 3.78204878 1.9137986 2.40549431 1.0521932 6.24517709
Frmd5 0.37263823 1.03628381 2.5304183 2.56584826 1.55528088
Pla2g4b 1.03108166 0.79633922 0.73563871 1.53631661 1.70669703
Stk17b 31.113814 26.6488918 54.6006976 40.637672 42.9314459
Rbpms 12.8966922 9.99744216 12.9427465 24.5215974 15.3233265
Spns1 6.4461591 5.83460167 4.2760034 10.3082785 6.81863763
Inpp5a 3.48441795 4.81968389 7.35047198 8.70717793 6.34264017
Epcam 305.871617 174.309342 344.554774 344.171424 665.401231
Kctd20 14.2922286 12.5024593 9.63643672 15.9652781 19.2699302
Eva1c 5.08419802 1.21915742 1.94517449 3.1583971 4.85491601
Paqr8 3.39336846 5.38691049 14.8913191 8.43866084 10.8652908
Plxnc1 0.82382404 0.11629152 1.69712228 0.41641162 0.91979025
Pofut2 13.7241366 11.4454652 11.8103119 22.0161113 24.6803942
Sdccag3 31.967097 24.984118 33.5624957 42.6862076 54.4715342
Zfat 0.84652596 1.19187099 1.1217443 1.01837606 4.25732035
Auts2 1.92653778 0.53241303 0.8371577 1.26478519 1.7853259
Gpc6 1.08975465 1.93096361 2.49148329 2.87750409 2.31070303
Cnga2 0.04293067 0 0 0.94593484 1.78893138
Tnk2 3.9091875 4.42608339 3.02331634 6.156346 7.80224429
Vgll3 0.15661769 0.23058216 0.10876911 0.17973519 1.8041445
Cxcl1 0.13743243 0.37769471 1.27260236 0.94630863 1.54184221
BC022687 2.1453454 2.83430226 4.25690474 5.0334395 5.59413824
3110045C21Rik 3.10258259 0.54137034 0.47882365 2.37369223 4.23584517
Fbxl22 0.49716663 1.83477769 0.79797181 0.63901685 1.44753766
Scamp5 8.7670996 12.6928385 9.51853524 16.0415772 24.6138918
Xpo5 1.45930715 1.2701063 1.48154041 2.79252471 1.71890197
Rgp1 1.7558703 1.86738018 1.6567795 2.9996113 3.60672499
Emp1 39.1605662 12.288354 14.6468534 24.4671847 36.1442476
AI597468 5.92048955 4.58103724 4.81097925 4.81747406 8.71418363
Man2a1 3.27238653 1.88710645 1.98700171 4.89557207 4.09255353
Ppp2r1b 5.48644473 1.95560048 3.7879878 6.88171234 8.94739893
Rnf214 3.46577197 3.91277968 3.92773812 4.93902045 5.19534547
Pard6g 4.25338732 2.29712066 2.11337831 4.41927837 4.35617203
Yap1 16.2520857 13.2156781 17.2362985 25.992882 36.2254725
Sh2b2 0.6182288 0.3056455 0.23322851 1.3453886 2.25690479
Zfp653 1.05180144 2.76912985 2.03383953 4.91341279 3.79287854
1700001L05Rik 4.60598973 7.30154047 5.23074974 4.22868435 5.83249763
AI429214 0.66576508 0.70572972 0.36989269 1.95592993 1.62720965
Mfsd10 7.4955965 5.01676271 4.9577161 12.3213148 9.83938619
AF357399 1.38748276 1.63418973 0 1.27382538 3.33558113
Smpd1 17.6547402 20.8257562 39.2802806 34.9985107 30.5268365
Usp43 3.21527828 0.96395952 1.69164562 1.74430145 2.61170072
Cpsf2 15.1772079 7.82279296 9.7365813 13.8438336 15.632987
Mmgt2 25.8699586 17.1588475 14.3987557 23.7825836 26.7531439
Hif1a 311.101261 355.152002 154.621575 192.825751 265.293482
Leo1 9.54970454 6.68089366 5.39938708 7.2652212 13.8034017
Gmeb1 2.88354379 2.55984154 2.14710315 3.17498217 4.08943632
Ankrd50 3.42311616 3.24000696 2.34659849 2.07077615 3.94455939
Gpaa1 15.2139256 13.9831847 8.57134568 17.4081126 19.2500384
Mapkbp1 0.3102185 0.55360327 0.3917146 1.03566025 1.93601867
Mthfd1l 2.45371777 0.79194575 2.16058915 2.32182022 5.19920491
Nsf 5.16150956 3.8352458 1.8444284 5.8359134 5.66295739
Spa17 3.87489749 1.70682038 1.22520253 4.25162297 3.48382918
Paqr7 3.69122771 1.78361492 1.19776694 3.64953744 2.27536013
Mir141 0.90571791 0 5.03208184 0 1.45159549
Nom1 7.73261141 3.2382363 5.45544728 6.98086517 5.00148825
Fstl1 16.6959272 16.4723065 20.3625722 32.4315447 49.3904461
Fam65a 1.32537671 1.89554937 1.56331795 4.11396592 4.03341946
Ccdc64 5.13810398 7.18467296 3.12841785 3.52175252 5.24548484
Tmem98 49.3886091 16.6516073 23.7551832 48.351412 33.0501096
Flii 7.07055956 8.2575732 8.27810073 8.68499985 11.7097299
Nid1 12.4900987 10.9929847 16.0900109 10.9520329 18.1077294
Eif4g3 9.85650201 9.86852513 11.0077287 19.6505438 13.797616
2900060B14Rik 0.9830908 0.68615895 0.50573687 0.60170646 1.92573472
Fam213b 3.40596086 1.36980489 2.92309467 2.28801756 2.86250933
Ttll12 6.01954057 3.43627764 5.04542953 6.25694917 7.18019966
Elmsan1 1.83233606 1.2163441 1.55737024 2.72246241 2.95087472
Ghr 1.35581366 2.36061938 2.7702037 3.61248241 3.01144556
Sufu 1.07810763 1.80160354 0.84472421 1.64965516 2.28169397
Uba5 19.0313882 14.1974485 15.9886963 16.1763095 27.7386482
Socs4 2.90637056 2.63867775 4.82182772 3.14080157 5.65273119
Dnajc3 23.1821902 13.0527362 27.8306122 25.0207284 34.2442284
Fbxl18 2.23438145 1.48314311 1.51442378 2.70693517 2.12278535
Cables2 8.19297967 9.21509138 11.8309456 13.2140459 21.3643311
Ahctf1 6.04044412 3.10207985 4.47878646 6.1422299 6.5684244
Polr3e 5.40607063 2.2857042 4.37841037 5.8257805 4.49260919
Setd1a 1.46234273 0.98420599 1.43555597 1.917933 2.19391367
Fmn1 0.50856915 0.42938878 0.49118183 1.47603514 1.89309963
Bend7 1.42762104 0.42703872 0.83409019 2.13764963 2.2471924
Ncoa7 31.9461536 31.4633057 43.6767358 21.7473826 41.5377123
Arhgef17 1.43147611 1.50366713 1.54349905 3.58050566 4.7210134
Crabp1 0 0.20730612 1.54833287 0.80795942 1.26941144
Sgpl1 25.8758972 23.4724026 18.6588569 38.9741751 44.2090572
Taf1c 1.3623333 1.14836763 1.18729304 3.36595148 2.11919563
Mrps27 11.71552 6.62224143 9.86810854 14.5786833 21.7456545
Klc2 1.53740722 1.00598451 1.40384208 2.97976703 3.93556342
Chd7 1.73336165 1.16041373 1.79690564 3.13202135 4.42718947
Pard6b 12.7200206 10.3041937 11.3876945 18.3713427 21.5240991
Eif1a 128.203599 76.6379545 146.274701 176.885188 202.477151
Csrp2bp 9.99646001 15.5210993 16.9837793 21.6271845 16.1467263
Ccrn4l 35.1662907 51.5549852 48.2843747 13.1873509 64.6534672
4931440P22Rik 1.08744614 0.38561838 1.20185279 1.22380426 1.74285161
E430018J23Rik 3.01487238 1.37303165 1.47961352 2.76790535 4.46954506
Canx 160.877801 88.0948539 98.5391675 189.966894 194.201749
Rarres1 0.69324971 0 1.32667218 0.21215377 2.18510902
Sord 1.78978519 4.17071648 2.21866025 0.63606686 3.28488542
Hyal2 33.3288516 16.1450993 23.7424997 37.6250401 39.5958195
Phf7 1.61057096 0.59360185 0.33479577 1.3277575 1.02723794
Mfsd4 1.18249097 1.02345916 1.28160996 1.99853831 2.035165
Sowahb 2.70879326 3.09853547 2.94183246 5.37293012 7.23564522
2310047M10Rik 2.27987594 3.43826748 3.58556775 3.98688964 4.00195694
Zwint 12.5257132 7.71130734 10.6734292 13.5579576 17.946407
H13 7.41638579 4.38042671 5.04423662 10.1590651 16.5723819
B630005N14Rik 12.2990412 8.89063407 9.02639553 7.25782081 11.9380672
Alg11 15.1337362 9.36619405 13.4175333 20.5274753 19.8439303
Rest 8.95781764 7.96996298 4.65697588 9.17835079 13.0459848
Nckipsd 2.9538396 3.55042428 3.59785085 5.25685985 6.84627058
Hfe 3.7491041 1.36783515 1.82347216 2.12082309 2.36706164
Pla2g15 2.79547524 3.44391696 2.38772841 2.67710456 4.53824755
Atxn2l 7.01578155 9.58537107 10.4431263 11.2235733 24.5123645
Wwp1 22.463254 27.0091125 35.8015932 19.5357797 55.8849742
Fam63b 6.40738541 5.97524424 6.23203502 3.91179936 7.69537815
4930404N11Rik 3.84702053 5.3783261 4.08358871 4.65175368 7.06791244
Armcx1 2.06349362 2.40962878 1.86176821 1.89445997 5.29994297
Ppp2r2d 23.0607339 15.1643467 22.2068492 36.6275985 31.3340993
Tec 9.7473798 9.21528777 7.4117109 16.0494324 25.0465806
Myo18a 1.93742287 0.93940552 0.94248192 1.77871646 4.03521288
Prpsap2 16.2767259 11.0527362 10.9967295 12.7948834 20.7686228
Snord16a 4.29967184 0.56268804 1.32714246 3.28954905 4.0198029
Slc5a1 4.85812994 4.43955569 23.444665 6.37819557 14.6023199
6330416G13Rik 0.93416194 1.69271443 2.3954373 1.33593753 3.35426529
Yaf2 25.4319963 14.0713277 20.6319697 25.0017081 28.9918313
Ip6k1 13.9084769 18.2558599 25.0052952 32.2281863 23.4755761
Tor3a 16.5024686 8.19461806 13.4147788 19.3092906 28.1435405
Plcb3 6.12476893 4.30875515 4.69261124 5.35188851 10.1400606
Pcgf1 2.98451668 3.22225816 2.27998216 4.65806168 3.70704936
Bcar3 2.52942311 2.00163481 1.7749525 1.59652781 5.79582491
Smg7 16.5688623 11.3056812 13.7604927 22.9555129 27.8206922
Zfp503 10.6648123 5.21404661 4.3285698 12.8322865 8.19894762
Bicd2 4.84646787 3.12016764 4.39267229 5.79750001 6.12179714
Atxn1 1.58003245 1.12479254 0.63760894 2.66978524 2.91167584
Cobl 28.2878048 47.7684886 56.762743 48.594919 49.6343339
Txn1 99.5858817 42.7760694 56.88024 75.1932697 124.851024
Cdv3 40.74298 43.769144 38.907986 37.9578695 64.0589856
Tuba4a 57.0165527 35.1174345 116.652138 59.1115782 148.346979
Zfp259 10.580777 6.79752805 6.27534175 15.3939427 12.1052261
Vps36 11.2856565 5.49336866 6.19454397 9.56416423 15.1002306
Glg1 4.85296294 5.66293895 3.69799502 10.0092393 7.81836083
B3galtl 2.41152627 2.01752707 2.10011604 3.7426857 2.65715785
Phtf2 1.9136309 1.13223671 1.11061447 3.37765105 5.41041047
Tuba1c 115.085273 40.3006452 39.4625174 54.6610905 134.172359
Esd 81.6556755 66.3001614 127.301096 168.249659 127.995195
Rab30 1.15059546 1.06288763 0.75207035 0.34175803 3.28134404
4632428N05Rik 1.38605118 0.66568108 0.29905893 1.24780212 2.12437376
Fam214b 5.46695995 7.82353721 5.09687259 9.61000107 13.995125
Akr7a5 18.9145556 10.6261997 10.4794326 25.8660755 16.1401916
Tanc2 0.70936065 0.89809927 0.54992647 1.36308661 3.21238486
Klhl25 4.50458257 2.13866651 2.24725904 2.80514424 3.06409072
Bcl6 2.99755407 4.61387063 4.7425648 3.99131952 4.75646084
Sav1 10.2612131 5.54057033 7.58701518 10.5122149 17.5434204
Cib2 3.27830505 2.43500191 0.90249294 1.13882758 3.83410548
Nfatc1 1.36862957 0.6682157 0.93424902 2.27139534 2.37629678
Arv1 2.46293076 2.85690966 4.30210602 3.80288813 4.08191144
Zc3h3 0.46886775 0.65961603 0.75978707 1.57835284 1.08021666
Pacs1 5.61703636 6.92241063 5.17347152 10.8653608 10.5309208
Rnf121 13.0160429 9.77292317 15.9890342 23.4570492 22.5114365
Srsf2 288.363829 130.957879 195.307181 313.128769 330.075881
Qpctl 5.9932648 4.04760263 2.87547534 4.24790435 5.82297163
Abcb10 6.08803976 4.87549715 7.30621822 6.08986745 9.98789392
Rnf19b 12.5942007 12.9224908 16.2171358 10.5930755 30.4009501
Gm10560 0.46414014 0.42518657 2.36382492 1.0652988 1.05382733
Ano10 6.24341091 4.32334451 6.35032416 10.9900449 13.7685447
Rcor2 0.42092948 0.40678937 0.38977397 0.41617532 2.04982005
Mef2d 2.20112657 3.18597217 2.65212609 3.87120661 3.46399445
Ccdc23 63.1488708 50.3686179 46.5210831 62.2523662 87.8244897
Gm8909 1.53778487 0.2641358 0.35599105 0.70590765 1.07826695
Orm1 0.59437738 0.53338137 1.33664674 1.87093102 3.81043817
Sap30l 17.3869773 9.5202893 10.7983473 16.1559544 20.8152609
Gtf2f1 11.4499594 8.36540456 14.358987 14.3060958 22.209411
Sema6d 0.12960587 0.25050414 0.25848945 0.50341517 1.53392876
Mir128‐1 0 0.73149445 1.7252852 2.56584826 1.49306965
Git1 9.16536897 7.22476026 4.3675713 11.0062003 13.4008114
Atg2b 1.44886373 1.13765653 1.77498129 2.37784077 2.15769994
Arhgap10 0.45077205 0.40451306 0.6559264 1.65538598 1.34169853
Mll2 2.17076285 1.96791819 1.51670556 4.62906099 3.4052862
Mir7‐1 1.20762388 2.37058387 2.23648082 3.3260996 3.38705615
Clic1 273.39396 194.524508 238.570175 327.759996 498.001207
Vcl 19.6670175 13.1610247 9.31931163 12.6861217 20.6971034
Ddx11 2.0899168 0.48119996 0.81483349 2.22167424 1.30958398
Tbc1d10b 9.7979932 4.70391008 6.75028576 11.5962521 15.8044769
E330017L17Rik 0 0.30846152 1.89157775 0 1.3851369
Msrb3 1.14313911 1.2566396 1.80764105 3.22922291 2.31127826
Mir3473d 0.80508259 1.2643114 0 0 1.93546066
Prr13 418.331131 400.595883 474.235839 428.441682 951.348992
Derl1 29.2156663 26.29426 26.131625 52.0077182 49.266551
Tmem45a 3.16631999 3.51106491 2.19337592 0.37723739 5.36520024
Hnrnpd 10.7728562 5.00015663 7.3862981 8.46616894 9.73783971
Pgp 74.0582366 41.5293216 38.6768151 23.3793861 69.4233983
Gtf2i 25.1208553 26.1313741 21.1455946 16.8232504 30.0139866
H1f0 67.8326924 52.3231046 41.5492996 33.478958 73.9000987
1810055G02Rik 10.8108646 7.10117089 8.27806874 11.8339867 15.2996005
Krt80 2.16882169 2.02047509 0.6807777 2.66612944 3.18139982
Adamts15 0.57203236 0.06910204 0.19354161 0.40397971 2.15094717
Snrk 3.98403717 4.39651567 4.52419989 8.16799443 5.66257065
Jmjd6 13.8789867 11.0820532 14.8066293 14.6803029 35.1829152
Ubtd1 12.8117268 8.38320425 12.4170821 19.4469006 25.1876059
Gan 0.8360473 0.71439315 0.22769601 2.05435564 1.9507867
Gmppb 9.11286886 7.52756447 8.13458953 7.12815308 12.1807443
Myo6 16.9328269 23.2464251 34.1833643 30.4903736 35.7460002
Nrbp1 29.2464547 29.6485443 28.6863854 34.1355509 51.6971015
Scarna13 0.94853367 2.42058164 0 0.87083335 1.14016228
Tex2 7.23108172 10.526889 11.3145474 14.7554447 13.7569661
Arl4a 11.3054151 12.2127101 18.7007864 8.91677765 23.5275146
AI846148 3.96533214 3.31174104 3.68852433 4.5837293 6.28302526
Nsdhl 8.96734234 5.37902366 6.45231774 10.1762452 13.6887157
Pld1 1.94888418 1.56008617 1.10153082 1.87056795 1.54145751
Prmt5 12.0250257 7.1349099 9.16863983 18.0901532 12.2283591
Fgd6 1.54030594 1.46408014 2.68744699 3.12597128 3.41063585
Mob3a 8.86898687 6.92529314 7.30003561 14.2719453 22.0717096
Card6 0.84914802 1.29960943 1.10614732 2.56339435 1.89146321
Esam 1.93454311 2.89993755 5.53691853 4.1011131 6.08824517
Fzd8 3.09882207 0.55091632 1.29937798 2.55869108 2.31144674
Liph 0.99507445 0.52538275 0.34950529 0.33077234 1.59480736
Fert2 3.71565886 3.96375266 5.26522289 7.87352383 5.9851684
Mir697 0 0 1.66197198 1.64779246 0.95885207
Snapc1 15.5280541 12.0481439 9.15010081 15.5802331 22.5506214
Gm6402 1.10609798 1.51046052 1.51407772 3.35553411 2.50496567
Ubqln1 48.6168537 53.038309 48.1638218 46.5184717 75.8200697
Psen1 14.3237055 10.7389096 8.84900663 18.0223326 29.5428254
D430020J02Rik 0.51862685 0.12393924 2.54736093 0.765969 1.01190059
Ift46 6.29252743 4.97161946 3.438162 6.56648012 6.42060217
Wdr36 9.38416597 5.17669827 4.13223054 8.71661021 7.96149642
Il1f8 35.4124238 27.9356805 67.2642838 42.9698386 80.7013595
Trmt44 1.93015572 2.16509985 1.35642798 1.97772836 1.60197219
Atl3 4.86727045 3.83709733 4.82250566 4.69199003 12.4032432
Gabpb1 7.51020521 5.49787289 5.94862686 9.16504269 12.6199305
Adat3 2.03353249 3.08461515 1.88301858 2.67313745 3.7776461
Gdap2 5.65576827 4.86898605 5.34231468 3.71188545 6.58906041
Atp13a3 9.48420112 5.54150331 14.7554492 11.5414609 14.0063375
Calm1 244.173037 171.057445 169.27717 365.593296 332.300357
Psd4 2.18625566 1.3886367 1.35392336 0.90769919 2.46613148
BC021891 4.83473875 2.21298918 2.3763591 3.20806163 3.0480445
Zcchc14 3.09141271 4.82316446 4.36383132 7.00761318 5.03530592
Adamts2 1.237645 1.08130562 1.04919108 0.56012904 1.60641682
Pcdhb17 0.33902102 0.37581366 0.97871683 1.88580693 2.90851794
Hspb1 163.715283 98.3831683 133.743039 186.836186 248.844941
Tex264 33.0279269 42.2009959 36.5110922 63.5833991 95.4388803
Frat1 4.21605797 6.05287872 5.12833436 8.17655548 14.5737078
Nkrf 1.91681635 0.87797252 2.625434 2.27307235 2.27206251
Ccnl1 41.4375445 37.3590755 62.8623146 60.4559306 64.7553704
Ptpn2 7.55009209 6.36097268 9.75040702 13.2007051 21.9003683
Dpm2 60.7430604 59.7089779 70.9050138 96.7929751 100.387691
Gm20324 2.22046972 1.55999713 0.54108407 3.37974637 2.57541136
Creld2 28.2552115 16.930557 20.3644368 22.9120468 51.4911996
Nme2 232.00465 107.324368 173.377537 252.282432 212.903024
Pip5k1a 6.1224387 7.31205892 6.38389554 10.037342 10.0185857
Adam8 1.56903538 0.16876932 0.65679117 0.6511876 2.29078418
Gpatch2l 2.21310403 1.52869088 2.5269551 4.36916579 3.52027649
Arl5b 2.48581009 2.09434555 4.30121185 4.1812237 7.83716164
Clptm1 19.2272665 16.5847907 15.15837 27.8551783 31.233022
Il27 0.09249885 0.07263066 0 0.08492169 1.63072855
Lrrc33 0.9344749 1.19415082 1.13677825 2.72517742 1.5417339
Slc38a7 5.80189316 2.80829679 3.40378479 5.14420523 5.84353432
Ccnj 1.58886223 1.22075443 1.45544101 1.39596845 2.14944137
Pithd1 25.2705897 29.7639289 37.7700603 43.5204345 46.7870557
Il1rap 0.73772357 0.31980255 0.59061437 1.38280455 2.00137488
Mapk8ip3 1.62593705 1.22198004 2.09707418 2.19646969 2.75479992
Nr6a1 1.73677296 1.5666598 1.37847771 1.8127981 1.98823479
Alkbh5 17.6423326 15.663087 19.3231943 25.8160534 44.7115504
A4galt 56.6966919 101.655868 65.271307 58.5210021 77.6773775
Pecam1 0.51301178 1.9521274 0.89526902 1.97452569 1.96064214
Gpsm1 1.81793559 1.08825699 1.46670671 2.89186137 2.25011324
Ubc 79.5376795 98.0074977 89.474093 146.641212 135.76517
Zfp143 6.66618001 2.53218955 4.80995542 6.04062961 9.38309784
Actn1 57.6423199 57.6822209 64.3255907 65.4100304 97.9040789
Slc25a28 10.3658972 10.5411448 14.8307089 10.6478524 17.0900545
Gpld1 1.51166827 1.11003773 0.79061685 1.2207835 3.19668808
Pold4 24.4990247 35.1085288 34.9214354 22.0331329 44.1297749
Ap3s1 140.344022 86.93359 80.2683399 144.189454 242.808054
Ispd 1.21211319 1.10403995 1.54890846 3.07138714 1.84552289
Shb 4.11137839 3.6947934 3.58700877 8.16009566 12.7025186
Usp9x 2.07108206 1.91877472 2.01418567 3.47085843 4.03939192
Ctnnd1 33.064411 24.0544769 22.5988727 26.5067357 44.6311925
Plcxd1 0.45962567 0.31759274 0 0.3038219 2.04786689
Acer3 14.4147081 4.5299299 6.10099621 14.6207404 9.78700164
Tpm3 203.108983 172.925717 158.292232 144.029491 240.391867
Lss 0.63067398 1.7002176 0.97332337 1.91073807 4.24528507
Trmt6 15.0310632 7.4446421 7.3875244 12.8019451 15.0101151
2310008H04Rik 2.13972732 1.72723314 2.31466506 3.89217911 5.88116518
B3gnt7 2.2114176 2.82167994 5.04953414 5.88315883 4.22892559
Eef1e1 68.7892317 32.8714879 71.9505368 99.1107253 91.5385338
Bola2 40.8298709 20.6641756 36.5535203 52.5859308 37.2159794
Lats2 4.27386658 5.54086632 6.87131953 5.87487164 8.47748494
Ing5 6.10730896 8.94E+00 9.23472401 12.2430956 9.12029323
Tmem144 1.87782352 3.01597843 1.52806674 0.80975723 2.41679249
Dnajc21 14.9926534 12.5455039 17.0595663 14.8726714 24.5632866
Scamp2 34.3043559 43.0713428 37.1024719 46.9602089 60.4240569
Slc30a9 19.5386534 19.2899226 18.8183043 22.694706 30.9469435
Slc26a1 0 0.0158774 0.22468831 0.85395673 1.97687051
Hic1 1.05976254 1.2652965 2.05674583 2.15915103 5.46771944
Stk38l 15.0705811 14.0737821 14.2559304 25.6881221 26.8700795
Tpr 6.55571819 5.09333288 4.17496167 9.1985377 8.85261759
Dnajb2 8.06238809 12.6932443 23.1510328 12.9347164 17.2288024
Gata6 0.12250161 0.224441 0 0.37488912 1.75064052
3110043O21Rik 3.50732039 6.06833889 6.02339252 8.27468681 15.915805
Nlgn2 1.06904409 0.56302552 1.08649508 2.22626579 2.24617135
Tmem5 28.4413827 19.8427159 28.7025858 45.7495586 39.7050343
Rnf152 0.87927592 1.05062809 0.96995457 0.58262315 1.97290362
Nat8 0 0 0 0.19271393 1.51389573
Clasp2 2.22052325 1.9624916 4.57336251 4.00411807 5.64945272
Elk4 1.54546908 0.83690457 1.21724017 0.99483992 1.92175268
Eya2 8.15737233 4.41867206 6.76539501 3.95079851 9.51168735
Snora31 9.89820288 4.57184032 16.1745488 17.1056551 13.997528
Slc7a7 4.11151115 3.39184578 8.79509914 2.07848044 6.1724667
Eprs 17.4121934 10.1459034 21.7385935 25.6020516 19.9763484
Trmu 1.80190195 3.23397547 3.65488049 4.0175782 6.39466014
Capn2 35.2163598 23.2952848 16.8547093 26.0720259 31.8630907
Dhx35 2.34427768 1.68067653 1.22695337 2.54526159 1.92759539
Tmem120a 12.0932476 9.61588949 8.26867907 7.77651456 13.3301445
Sptlc2 16.5374343 11.6485717 11.9193585 14.8797327 27.9105388
Cradd 18.1407064 16.6647736 11.564639 9.94201407 15.9939431
Kif1b 3.67142383 3.25179801 3.72907459 3.63274856 6.34169996
1500015A07Rik 3.53346601 3.18655308 2.52683938 4.59301522 7.17698715
Dcun1d3 2.85476066 1.69656481 1.36838071 2.87786128 4.97903484
Pparg 0.82171988 0.1032351 1.70441482 0.78458398 0.86920133
Cfl1 1040.24762 758.90078 836.362602 1106.78212 1612.65394
Pde4b 0.87539722 0.23760841 0.34025346 0.65485687 2.57216755
Ercc4 1.57605456 2.21532707 1.35129752 2.07217543 1.61379824
Naprt1 3.07081501 2.95307019 5.55925232 4.56150802 4.94924939
Wdr91 1.13755697 1.20390061 1.7403332 1.36222509 1.12956919
Ppp1r3e 0.7746529 0.02764828 0.06521056 0.93748596 2.00338989
Fam162a 77.9459407 56.68794 79.7842519 45.9158883 114.225706
Pik3ap1 6.43388753 12.6298181 11.1764173 8.65421861 10.711276
Chd1 4.66974337 2.81955173 4.88082704 5.91287926 6.07184171
Jph1 0.70543122 1.18238233 0.79139877 2.05502721 2.09812471
Tesk1 5.76456924 5.30434512 6.20530755 8.91431445 13.3097673
Ttpal 6.30057668 4.24535249 4.55257105 6.98900079 7.74098679
Sec61a2 6.96435519 7.19760897 6.49986088 9.57815596 10.5441348
Mcl1 54.6080107 50.0445415 67.3638027 105.145572 129.512124
Rab3il1 0.4216273 1.21390243 0.65070024 1.57416266 2.34257479
Camsap1 2.12418558 2.58750081 2.87939288 4.5009864 3.70863411
Patl1 3.33705874 3.62714495 4.10577822 5.56004709 4.38264225
Wdr3 6.2776714 2.91274774 6.67616925 10.1471265 6.40260322
Cactin 8.8098024 5.78965505 7.67004544 10.3079783 15.2321606
Pdgfb 1.90625605 1.2879474 1.29308425 1.77045274 3.92552472
Scpep1 18.9598114 10.7890141 9.43333374 24.0171975 15.0422808
Ptdss2 10.0579724 8.36907785 7.75663443 17.1725971 19.3920326
2610305D13Rik 0.22917033 2.35929097 2.40502467 0.86496772 3.5708909
Strip1 11.0603547 8.25676342 5.79366897 11.747895 14.8313434
Tbc1d13 3.00687906 3.24640188 2.81912596 5.79719031 6.08415125
Creb3l1 3.30222118 6.51613066 1.86127201 3.16352934 4.09591542
Brox 12.9253493 13.9123641 11.9337219 26.2796515 22.0461065
Nuak1 1.35153761 1.20409409 0.67388581 0.36986122 1.55168558
Gnal 4.97012703 5.32492401 5.52480652 8.78298175 8.13800723
Ly6g5b 1.91799087 0.09716245 0.22916502 0.8520369 1.33866302
Adam15 3.09804614 1.33621937 1.57578742 2.60390534 3.02460245
Gpr180 9.49728812 5.0012151 6.90533858 13.1309834 16.7107552
Agfg1 14.7178439 8.40624002 10.5871024 12.4434507 16.9582632
Rpph1 2.20716488 0.78776325 1.11479967 2.02636222 1.92950539
5031425E22Rik 3.25290046 4.64582296 4.53005953 3.88001407 4.90554894
Rrp1b 2.81295253 1.45232698 1.78407471 2.88912729 3.31433818
Zfp59 3.88246624 2.37408104 4.19958779 2.93355676 8.85182625
Snora21 0.50946632 0 0.94351534 0.93546551 1.63304493
Prkcsh 11.1464592 9.80459228 9.2620574 18.2460321 17.1310097
Mest 2.93534793 7.35709039 6.4146812 4.48430569 5.08084558
Mfn2 4.27593212 5.6738032 5.42181813 6.66131805 7.13958139
Rbm19 1.63359243 1.515926 1.19180886 2.39357977 1.63965645
Sars2 1.80953903 1.82299141 1.39106765 1.69265383 1.55951516
Ephb2 4.7086716 2.58273574 2.51498774 2.81931841 4.69201356
Gclm 32.7317361 27.6040304 33.1359675 40.2791946 73.493327
Degs1 51.4212874 52.6092268 28.7016897 56.4657248 120.36152
Sec24d 10.8545255 11.2047426 11.7732711 17.2764012 17.9791599
Med8 32.416376 25.1289404 28.3901923 44.4042203 56.8399705
Rngtt 3.42310338 2.88511416 3.63502179 3.94999355 4.64314821
Etnk2 1.08686149 0.22458163 0.29133105 0.47265626 1.65023488
2310022B05Rik 6.68483905 2.2761046 2.31898782 3.89235121 8.40669999
Dok2 1.25334057 2.08754968 1.30124889 1.46449115 1.82611896
Fen1 29.3188469 8.24988791 10.4355685 18.9955913 24.7176269
D930048N14Rik 3.95568137 3.73320294 2.65912286 5.20303244 6.14165862
Idh3a 48.9630198 18.6372858 23.1090614 40.8429535 39.1496029
Plekhg3 4.79052573 2.85216403 4.14347001 5.32847197 7.67778298
Spata5 5.22141707 1.82999299 4.81419788 5.08173155 3.91481836
9630033F20Rik 1.83870901 1.0232512 1.32241954 2.13059761 3.24731409
Tsr1 3.35209276 1.78497612 2.80072147 5.76589437 3.95211346
Ociad1 22.0476114 12.156758 18.355164 32.992139 26.343718
Pabpc1 120.849748 65.9667921 77.2799291 119.081442 131.347773
Ehbp1l1 0.71872554 1.16048949 0.64678109 1.44981181 2.86353237
Spata5l1 1.82651969 1.20162222 0.45711569 2.17543532 1.54280096
Zbtb8b 1.26932729 2.36712316 2.27729251 2.82232904 2.4634741
Cystm1 89.5427737 98.7087217 118.841704 68.5232418 160.988039
Gabpa 9.18142921 6.49043612 8.52607849 9.44996529 13.8451816
Taf15 1.97321852 2.29908456 1.38511184 1.51938957 2.06581379
Bcl2l13 6.01982999 4.38706754 5.62652508 10.707997 9.27111616
Sigmar1 18.0346596 5.02069101 7.21128007 14.8263346 17.6381169
Alg9 10.9155636 6.2669431 6.76016178 15.1290837 18.6418721
Uvrag 5.40585559 6.12131918 13.0500412 11.8938535 19.5015394
Snora17 0.9880559 7.75827447 1.37238596 6.34982651 4.35478648
Rad54l2 2.01382871 1.46047895 0.83526299 1.1812183 2.00602216
Smg5 7.69870407 5.44631915 6.69435488 8.30664766 9.54194725
Tmem245 2.24150405 2.87399342 2.25951057 3.62084171 3.02403447
Trmt61a 3.53799549 2.08354153 5.36093552 5.38901957 5.26225739
Ap2b1 5.22031088 10.6688107 11.8559532 13.2822613 13.7575506
Abca1 9.12073825 11.0494162 45.0062337 23.5336135 19.7977252
Rab8b 9.47086209 8.02934868 4.96959124 5.34304192 8.72240541
Foxj2 2.82284792 3.22773933 4.30030692 4.41887559 9.38194573
Snord34 0.9880559 1.5516549 0.91492397 0 1.58355872
Atp6ap1 78.3493575 60.070097 79.0604653 124.197683 131.753677
Grhpr 4.6807738 5.0954018 4.08805343 6.34834671 10.4003383
E430025E21Rik 5.48570211 3.73393509 2.6901224 8.62732952 6.97112658
Mtfr1 19.4014772 20.4719308 23.0316388 36.2039341 45.6641308
Ccdc74a 1.73489628 0.88145654 0.28349757 2.15493777 1.43115049
Dpep2 0.40618833 0.20296279 0.61547547 1.18654742 2.337677
Dlgap4 6.0268332 4.6082378 3.27111447 6.02013666 8.53773299
Malat1 253.37478 327.74765 432.294893 481.796627 432.886483
Ddx21 14.299 7.02808394 14.4883216 16.4474679 14.0366805
Tmem184a 9.01731018 12.0294087 11.701396 20.7395837 24.9785552
Ly6d 2.17057722 0.14820438 0.17477564 0.60649573 2.26877443
Nfkb2 3.36755383 2.39535546 2.05441008 2.36423848 3.68278419
Arih2 10.2563376 7.20493132 10.174477 11.9037569 16.317961
Tfe3 6.44398474 5.7363823 5.43514702 8.63522472 13.43475
Eml3 5.65988249 4.3153572 4.89915892 10.3736654 6.49109682
Furin 12.9563575 8.1829602 9.01862542 14.4945054 23.5211927
Lnx1 2.97115318 1.35419371 1.59698434 2.3672005 1.902012
Hsf2bp 0.15921933 0.03571999 0.04212416 0.08352953 1.5128592
Mansc1 9.74332903 13.059762 16.0619986 14.4634937 17.8150356
Samhd1 5.51290842 4.34153814 3.80982555 3.40406802 8.40549808
Bmp4 0.09811187 0.38519016 0.6662335 0.6305244 1.96555057
Mir200c 0 0 0 0 1.51470834
Tes 104.546996 54.0353333 78.0158142 50.3327947 82.280855
Gba 9.39717167 6.66972889 6.16236483 9.33354718 12.3005969
Capzb 139.388759 125.66069 115.195034 178.437817 262.545772
Asb6 14.1348575 11.4865054 10.3451791 18.9554621 19.785116
Qtrtd1 7.16E+00 3.53698167 7.63635798 11.1553351 8.31157971
Tshz3 1.34282368 1.50481365 3.81480494 2.04672822 1.77604247
Ahcyl2 9.22772654 9.62285364 14.420629 12.4075559 14.5272766
Pepd 17.2091291 13.7061453 17.7928765 32.7619913 20.9819394
Cd9 710.544819 847.968986 980.445421 557.763464 1482.89248
Nup50 12.9214992 8.10820549 13.5417995 15.632458 23.5263007
Smcr8 2.03458534 1.90186746 3.59603521 3.92856137 3.82371495
6030419C18Rik 1.18899294 0 0.08469142 0.36386503 1.71015458
Zfp37 2.95174454 1.21609164 2.81762839 2.87722949 4.01531025
Cdh1 135.580614 123.190428 132.83875 108.926936 268.309319
Bcl9l 3.21897041 3.8249691 1.64336006 2.96652126 2.55010019
Exosc10 3.45801865 2.97210572 2.03374716 5.01953834 3.52002805
Heatr5b 1.10425263 0.62046912 1.66042284 1.7857698 1.3232814
Exd2 6.88814416 6.48725292 3.32544439 9.15252926 6.44765256
Cep95 2.67829455 3.07941191 3.91937727 4.25916384 5.28898159
S100a9 1.60356614 0.83941986 3.71219152 0.36805201 3.74797197
Dgkq 0.8752284 1.21674324 0.67758726 1.71244732 1.56369891
Pgm2 13.9140623 30.1655274 36.5311031 16.8784592 26.9123565
Ptgfrn 7.30334857 2.88501614 11.2921795 9.48852402 10.0522862
Rnf24 2.89439125 6.07278412 9.76576529 12.1998823 11.7379689
Ripk2 3.67051593 4.01340722 3.87531184 5.41694075 9.40139069
Polr1b 2.70763894 1.38321612 2.49212657 4.56735538 3.99969383
Dennd1c 4.31985409 2.53890379 3.20967378 3.49101925 6.61250402
Prrg3 0.03316973 0.17363381 0.20476427 0.87297426 1.84292083
Snora70 3.53861881 4.3662847 8.42581145 7.88981765 7.69683191
Nol12 6.80583614 3.39137417 5.02955696 7.14952869 9.78024298
Tmem33 22.9617134 17.3231186 20.5759866 21.5375748 42.5440016
Cpt2 24.1422 42.3581978 56.4278385 29.3489367 48.8996194
Txndc17 103.905763 110.482979 106.613319 130.835785 165.879418
Pdia5 1.40589049 0.82085889 0.26704249 1.05905659 2.10878549
Fbln2 0.55350552 0.51467669 0.28324428 0.3610642 2.21776037
Rasl11a 3.3011246 0.59117225 0.9116738 2.02047258 3.43432539
Ppp1r9b 5.34645492 5.55800633 6.8752416 7.5079209 8.50842808
Pnrc1 105.287237 117.544508 137.489546 149.938842 255.803551
Pef1 37.4620344 39.484665 34.5724462 40.4150052 64.4205164
Npepl1 13.0298989 6.91030284 6.91101368 16.4734718 17.444066
Pi16 0.78428313 1.66500519 0.80692626 0.08000418 1.86218041
Plekhm3 1.36333712 1.44726886 0.87453139 2.64316534 3.14325863
Snora41 4.61675678 7.25021048 5.34380372 12.7157082 9.71155922
St7 2.99991247 0.86903762 0.97090637 2.67395234 2.19392548
Mtmr7 0.73803131 0.46063348 0.28037136 0.57333232 1.60745456
Tac2 0 0 0.13661761 0.13545202 1.53698346
Meis2 1.0771629 1.05967394 1.53628016 2.06878722 1.44856387
Lyrm1 8.63697142 5.05625474 7.52446093 9.00862086 11.5900117
Psmd2 30.224219 21.53512 18.1372514 38.4358971 47.8070827
Map3k9 0.75138784 0.55123552 0.25901044 1.27896782 3.32707152
Rabl6 11.8848563 7.9038497 9.87595903 18.5776631 16.0995973
Nat6 9.10613683 17.2475994 13.932671 16.4507088 17.0006679
Dus2l 2.27890313 2.56023058 2.59720353 2.31754037 3.56811537
Arhgef16 6.64837615 4.57958064 3.95602753 7.80048091 9.98218998
Wipi2 16.5738735 16.9809208 14.5905927 25.5491394 27.4715653
Rnf25 6.58748593 10.2756373 13.3051655 11.8521895 12.1874973
Hyou1 7.136207 4.2054329 5.95402463 10.5366513 16.8846234
Map2k1 38.7937156 37.5400378 35.5428989 52.9723512 94.9697381
Mdn1 0.70444166 0.33929221 0.66911362 1.80352792 1.29486941
Mpzl3 1.00299523 0.4805438 0.83430763 0.59307928 2.64284226
Scarna17 1.05180144 0.82588083 1.94790265 1.93128364 5.05717139
Armcx3 1.11736425 0.83198039 1.05250043 1.11426793 2.5009468
Lzic 14.7157499 14.5228611 19.6072789 18.2944837 42.3176437
5830418K08Rik 2.03482412 1.77837207 1.13052876 1.98997412 1.69441427
Phldb2 1.19443743 0.58617467 1.61650533 1.46563952 1.44494852
Surf4 66.0772307 68.4099333 59.5413218 101.525618 136.055515
Dis3 2.7857761 0.79792248 2.44979374 2.47714887 2.24642397
Nudt18 4.79084802 2.78345843 2.37249929 3.93117046 4.443851
2810408I11Rik 6.12788667 2.80081325 2.20197691 3.10684759 9.16154237
Abp1 4.55914769 0.87270468 1.55425693 3.31105984 7.05248203
Aloxe3 0 0 0 0.04717872 1.52366052
Actr2 179.603195 126.915982 135.022729 201.475152 249.422799
Lmcd1 1.50952985 0.32595528 0.59406522 0.31182184 1.93546066
Mtm1 6.41840706 6.93133982 7.95565509 7.54752231 17.1986504
Fam134b 19.489447 26.0614027 27.5756882 36.6626436 50.742503
Arhgap27 2.88619102 1.27419936 0.69765799 0.74491388 4.23558329
Fchsd2 3.20810171 4.6317479 5.10623403 2.57883941 7.27410264
Uhmk1 1.03101485 1.9227028 1.46188939 1.8339561 2.78844035
BC021614 2.99490722 4.32394497 6.26214629 5.05567139 10.4514875
Haus6 3.72386103 1.37192329 2.3042713 2.91652577 2.85683421
Rabif 30.4254641 33.3522636 35.4172253 46.8506342 48.3361292
1700066B19Rik 1.38027937 0.34763514 0.24115408 1.50630868 1.37739253
Arhgap31 1.76498875 1.12727065 0.91492397 1.39556627 1.83395048
Zfp318 1.75527739 1.80280596 1.85029685 3.83448685 2.48037586
Sgsm3 1.74071911 1.64018776 2.3372232 3.97533826 5.09148209
Tmem63b 6.68837841 4.16027582 4.45845249 10.5054193 10.7840496
St3gal4 5.1745106 9.23651445 17.0530284 13.5732404 16.9984765
Mphosph10 15.4292871 7.90625246 15.0276885 18.488401 24.0403199
Krt7 101.39472 41.71271 65.9056771 55.8684069 103.460501
Lpcat1 1.99088647 0.8294828 0.82770692 2.35002925 1.79075332
Cdk13 4.36525079 4.59185543 4.64762254 5.774759 7.21021277
Cirh1a 6.2631058 4.89506068 6.55132753 11.4468701 12.6403051
Polr3a 1.1975668 1.08248058 1.83102017 2.54411462 1.75195766
Mir181b‐2 0 1.19080492 3.51075477 2.08848114 4.25351237
Arpc5 340.393332 268.925432 272.862449 368.749952 612.54422
Asap2 1.64206227 0.47787364 0.57418366 0.93826581 1.61952968
Sap30 18.7972833 3.6358304 5.51274561 11.0326414 18.8179784
Pan3 12.0193542 13.0666911 17.3013151 24.6827063 25.801263
Rinl 2.72282629 3.83054679 2.43725049 2.72892932 3.7092962
Matk 1.0530146 1.12213105 0.34824096 0.41432383 2.23013287
Angel1 1.86319113 0.39899697 0.53326997 1.18184526 1.14016228
Obfc1 7.22259394 5.91661379 12.8293971 5.89771654 12.9391419
C920025E04Rik 6.27327347 11.2816987 7.87019161 14.4913696 20.4732398
Zfand3 12.2349788 15.6529191 21.5973799 19.8803401 28.8943494
Gpa33 0.73942605 0.87090268 0.10533795 0.44386676 1.66366897
Sbf1 1.56058606 1.42144263 0.80924354 2.34970789 2.70958316
Smn1 13.1909685 6.74704639 9.63407121 10.1062257 18.3868762
Ist1 49.8137116 47.5752497 44.3218549 74.8755863 87.4006761
Tbc1d15 16.7213885 13.1974839 23.7928654 31.2894524 25.693125
Mgrn1 13.4463217 18.3484487 14.1197802 22.1989119 25.1844985
Tmem212 0.63665527 0 0 0.25050123 1.67631948
Csrnp1 2.70775182 2.51593593 3.96994692 1.82302483 5.71396205
Tomm6 50.5115371 37.068681 45.1538148 72.4145061 82.0446961
Mospd4 0.36926212 0 0.47870314 0 1.65708749
Ppp1r9a 2.93715581 1.70020549 1.39782979 4.41482498 2.99958897
Rangap1 30.346679 11.103998 16.4942323 18.946137 27.1905788
Snx13 6.14829132 5.46094797 4.72333541 10.4526927 9.59367994
Snip1 18.5958495 9.6683116 16.1026619 20.5746084 25.8028123
Etl4 8.69381062 5.19623965 3.31925906 7.36366435 9.48835456
Hbp1 40.8649668 58.8732267 52.9792767 83.2670208 75.5267873
Gga3 4.65924324 5.870238 6.49618389 8.76659014 9.24194293
Gpr39 1.23681524 2.17081655 2.87440599 3.65141168 3.67298465
Exosc2 18.3734538 6.97670724 9.79115307 17.5327692 11.3084837
Snx15 11.2565279 13.1915839 13.12717 13.4425362 21.1607016
Lamb2 4.672886 3.67828291 2.55540998 8.17567583 6.09546215
Fam83g 2.00294993 1.30525754 1.75376358 2.55190926 4.79335879
Phlpp1 1.29269568 1.59385259 0.88044944 2.19705662 1.58381815
Cln3 9.95427769 9.94075062 13.8607325 18.4600427 16.8687884
Adrbk1 8.93535407 7.48276064 7.32514238 11.3267176 16.3571364
Efhb 0.88223255 1.05834409 1.54309612 0.83246236 1.45323201
Pgbd1 1.2750889 0.37187707 0.86023298 0.96995754 2.45230434
Polr2a 3.37360008 4.35314252 2.4158158 4.19160819 3.61359416
Ddx39 22.7199256 10.4322837 17.6896331 27.6794039 37.3582406
P2rx4 9.84883018 10.8164282 12.1194144 22.4999874 18.118359
Smtn 1.86759194 1.17920275 0.74879517 2.08580914 5.2766589
Osbp 10.7762068 9.22062549 7.1482549 17.2156653 15.4026719
1700025G04Rik 13.2977292 11.4388813 8.59900964 9.22537406 16.8173157
Psph 8.23101351 5.76343383 4.20376908 4.40161782 7.0719239
Trafd1 7.79077707 7.33259924 7.38416514 7.22483421 12.2760835
Rp2h 19.0674433 8.2095085 8.22996586 12.7614693 15.1140767
Blcap 23.984107 26.7100978 45.6371114 34.3675637 52.8352844
Rab6a 86.7983301 75.927802 90.5592848 97.1261156 146.147683
Tom1 0.52545467 0.86861088 0.66582253 0.86326249 2.06104398
Tnks2 29.2602366 30.2202807 34.9209864 60.6180497 38.824188
Kdm4b 2.91401476 5.48700176 4.44045746 5.67529272 6.08725467
Higd1a 30.0468169 16.8950614 19.5372659 22.2793623 55.2427798
B4galt5 7.33709066 4.71365002 8.93421951 5.35467224 16.457861
Zc3h12a 0.67420285 0.52938814 0.68888393 0.59763073 2.85040569
Hace1 3.84206255 1.86690526 2.05803506 4.77692931 3.32735601
Cnih4 20.0144812 10.5292224 15.2625444 18.5215301 24.8014951
Mtf1 2.70896417 2.94572461 2.73002474 6.01757713 5.84138309
Lbh 1.67917975 1.08484347 0.8069701 0.93668515 1.58407487
Hist1h4c 1.25407095 0.49235203 0 1.53512289 1.00495073
Sympk 2.19956924 1.66498858 0.93779152 2.30994833 2.63759938
Snord88a 0 2.84470064 0 1.6630498 1.45159549
Itgb4 2.39958721 3.44462859 4.99211231 7.88041364 10.1058718
Tulp4 0.90580974 1.34462074 0.85101009 1.97886571 1.63188592
Gm16062 0.60945504 1.0368535 2.35144011 2.2381231 1.70935544
Tmc6 3.23569452 1.38434859 1.34444935 2.41840448 3.95587474
Tex30 41.7561016 16.1507036 28.4978927 36.9630895 31.1066013
Ndufaf2 24.6461827 6.77708094 15.4514513 21.7468218 16.1383264
Tmem43 18.099104 9.43242844 20.742771 27.9392366 25.2669295
Bzw2 76.7831919 102.628163 268.779332 97.3084125 121.943331
Ell 8.01141988 7.28649091 9.64985288 12.4979405 17.6167699
Itsn2 1.47922269 2.05938753 2.52575536 4.12230877 6.06139199
Map3k8 1.84684083 1.38887658 3.10716501 2.62691552 2.06361641
Unc13b 4.04065546 3.46919055 3.76992769 6.28581301 5.66646915
Tmem47 5.01628381 5.11795235 14.1716837 4.5907019 16.2840423
Rnps1 22.5967665 14.3596699 13.0069628 24.4213931 28.0319554
Rhoj 7.24574328 7.96950485 9.8592952 11.6286536 14.693249
Usp15 13.6305615 9.52421701 17.6928937 15.7169845 22.2033157
Htt 0.97773092 1.07403282 1.96162027 1.83154599 1.53139697
Imp4 19.5722056 10.2910113 14.4988396 24.916908 19.5181181
Ssh3 2.15220098 3.49250376 5.13726287 4.30307275 5.46144838
Chst11 6.29784934 6.40173618 6.37877234 4.04628243 7.79269274
Pcnx 1.50418264 0.79723796 1.50228722 1.35630555 1.00304663
Gnrh1 0.49970643 1.66758313 0.92544034 1.03223781 1.30143044
Lnpep 1.66144432 1.58130435 2.57577322 3.67469487 4.54894893
Kcnk6 0.98878082 0.08765769 0.20674731 0.20498339 1.86588063
Cox10 5.71523195 3.41831539 4.2792507 5.08309093 5.81433319
Myh10 10.0125876 4.42768901 4.85686737 10.1000948 7.94973741
Rhof 1.88666577 1.81593583 5.35377816 5.08460209 9.07128643
Gng2 1.65330211 2.39561565 2.88825189 2.4724065 7.08876377
Slc41a1 3.48373969 2.21912283 4.88417469 6.6536264 10.3147056
Smad3 11.5433659 12.3031906 17.2969163 25.1241409 18.9831046
Tmco3 5.00632428 2.8465833 2.03814301 6.60377154 4.93407971
Pa2g4 23.1404967 11.7063174 20.1117745 25.6268315 24.7535231
Klf16 5.09005269 5.90822441 5.94286588 6.54684763 8.84750736
Slc35c1 14.7898669 10.8420336 8.75897711 22.299382 22.3386896
Cep57l1 2.24020048 0.53628625 1.99849752 1.40456992 1.11651836
Plcxd2 0.55994772 0.15353707 0.0329208 0.35087925 1.666654
Rasa2 6.25913216 4.28576938 4.37603046 8.68789588 10.3891344
Prl6a1 0.3005147 0.17697446 0.62611157 0.8966674 2.58879012
Hic2 1.0801747 1.05818017 1.60988515 1.07669291 2.61328408
4933426M11Rik 6.21860731 10.2510318 4.66150602 9.97632875 9.28562565
Tmem184b 17.1192482 14.1238769 13.2479932 18.7493823 34.3038694
Nrd1 5.10079401 3.04393238 3.83673532 5.96536563 8.28824343
Fhdc1 2.21202174 1.21413866 0.73579593 1.34073634 2.86542512
Arf6 68.0257024 45.1522841 49.6707344 50.8195212 85.9845645
Uchl4 14.6473761 6.03703251 8.67839243 13.9627486 20.2823618
Rtn4 50.0568603 34.2105728 35.7840282 29.1544541 62.2798411
Crk 51.9458511 33.4712289 47.9341262 49.0806538 75.078541
Gskip 31.927044 24.4260333 32.3382603 22.3920761 39.9527431
Ube2z 48.834924 38.4356709 39.0815737 55.0488734 98.3739032
Znhit1 19.9679204 10.6676274 13.1653304 16.1277155 26.8882746
Cdk20 2.5699188 1.37330376 2.04918932 4.09618177 2.74587522
Hbs1l 7.33015108 5.08592708 6.67653286 9.29921163 13.2325701
Pyroxd1 0.84729805 0.99795531 1.45708541 1.722472 1.74595616
Zbp1 11.3411634 4.80783355 23.7126965 6.14759204 14.2849888
Neto2 1.54770925 0.34462898 1.0802131 1.14522452 1.70304083
Cxcl3 0 1.51642482 1.60947139 0.29550737 1.80553832
Brap 9.02985141 8.99391345 10.0533187 13.5965074 27.2408788
Adipor2 76.335359 122.785118 110.454387 126.719107 144.258483
Zfp296 0.93768443 2.14189225 0.39467309 0.31304467 1.60529384
Leng8 9.2300016 15.2689056 10.7042872 17.3474311 18.3013877
Ifrd1 22.2639028 12.3218146 17.4238605 11.6706534 21.5533154
Lgals3 94.0606731 48.3275388 61.4586837 60.4659358 125.179979
Acap2 5.94568308 3.42257838 5.2266071 8.34470391 7.8309698
Sorbs1 1.31556493 0.37700347 0.96032662 1.56044078 3.79368529
Rras2 43.6560014 27.9093267 39.8408167 60.3698042 59.9065484
Dok1 7.40631377 4.79422679 2.17452844 9.61896948 10.9726143
Ldlrad4 1.41252757 1.0475071 0.72665442 2.54560691 1.86558843
Hs3st1 3.87012994 46.615949 90.9537593 44.555917 53.3118905
Sp140 2.37526022 1.25044374 1.49962704 2.42849325 2.70371677
Epn1 10.4237009 9.48233547 7.15673861 15.9652781 15.768911
Pdia4 87.0277727 44.6827827 45.4651941 79.2231075 94.9311857
Shc1 25.7474648 19.7481831 19.1579609 31.1845352 39.3795612
Smcr7l 11.1677903 6.97695552 7.28988969 12.3247489 16.0594524
Pdp1 2.65519909 1.35814931 2.19173039 3.34312477 4.12174765
Cttnbp2nl 15.6377632 11.5312785 12.6325382 14.0334794 25.8674317
Snord57 3.10531855 0.81277161 1.91698356 0.95031417 2.48844941
Kdm5b 8.3533069 7.26617821 10.0833335 13.3139015 19.9490695
Entpd7 2.86715858 2.37826378 4.11216737 2.22656254 5.71808657
Mtbp 1.75812239 0.87430925 0.75973017 1.60065274 1.66716606
Rassf8 0.07525873 0.05909361 0 0.10364073 1.598179
Gale 5.98233456 3.66461111 7.62178693 8.53056904 13.5998537
Cltc 78.0544865 67.5810864 76.1790358 119.408275 125.08954
Rgl1 0.28520677 0.28981257 1.19620366 1.63267251 0.83353773
Mir194‐1 0 0 0 0 1.55992351
Strn3 40.4832415 39.3134349 50.4948385 67.7776665 61.8454978
Acvr1 4.13257826 6.3035392 11.9012245 12.3442872 11.6779053
Sms 11.2580441 12.0392246 10.5678189 15.0339308 17.6409473
Sin3b 8.96490079 10.3505018 10.1835571 16.6838827 16.4345326
Tax1bp3 73.3113772 44.7724162 40.7396209 64.728668 77.2613493
Zdhhc15 4.84233497 3.38389227 2.03914427 1.69565862 5.36046701
Rpl34 4.80622167 3.25925501 3.23671596 7.52133075 5.16447039
Fam43a 18.8106565 27.5755567 18.6555229 41.4902531 66.991486
Tmem171 9.20303497 6.73861554 1.7252852 5.49454375 11.5826009
Coq4 9.87856998 5.05088267 6.65541574 13.8601433 12.781638
Ak3 137.084406 110.673435 85.0569994 179.065305 207.548079
Srgap1 1.95109773 0.89694819 0.29339334 1.04108066 2.79294322
Tmbim1 32.4505116 41.6910653 41.9478178 40.9935654 70.7252026
Sox17 562.070594 625.41607 555.00165 271.824161 654.753973
Snord70 0 0.96612475 0 0 1.97197878
Bri3 8.33704612 9.28139631 9.62352603 17.5100795 18.8987056
Rab22a 22.4090458 22.6115702 19.3586218 25.5285549 43.5524271
Flnb 11.1203697 11.9454835 8.19919622 8.03678996 14.6754287
Pdgfa 35.0400729 13.832287 21.7694385 18.4667141 42.8634189
Pum2 21.9940712 21.7347723 27.0856358 19.6461749 35.4218827
Cdh24 0.5498053 0.3003203 0.3098936 1.55819475 0.82370595
5‐Sep 0.24527199 0.84257706 0.42584614 0.42221293 2.21117508
Cybasc3 7.00141008 5.25938839 3.18308432 7.07763054 7.69683191
Rapgef2 3.31888929 1.96429123 6.17416368 5.31626924 8.13053211
Srprb 20.341861 14.363313 18.3920825 27.0825241 34.59369
Dvl2 5.04362982 5.96660209 6.43969314 12.8102998 9.6680711
11‐Sep 25.9778995 38.5466025 18.1830178 31.1184246 51.0156975
Arhgap21 3.70393417 1.83608045 3.23924029 3.32323721 5.46409525
Ampd2 3.5017784 2.4971016 2.56429376 5.28166391 4.8391819
Smpd5 0.50080288 0.11235241 0.4306115 0.95239934 2.3505814
Camsap2 3.15096749 2.27779686 3.51981999 4.04846228 5.37737918
Fam211a 8.97318107 4.723006 2.76967408 7.69495825 10.3513977
Tfb2m 6.02036023 6.27507494 9.52148818 11.0788465 10.6734963
Gnpnat1 64.1573996 57.181175 144.700132 143.08786 132.518763
Gsr 106.530324 100.109615 132.227743 71.3642552 143.082116
Atxn7 4.273212 3.13116349 8.46024267 5.27748903 5.21659185
Letm1 10.4563571 6.0915831 5.06678585 7.2944805 9.80577782
Prdm1 3.93070654 3.56431089 6.45765898 5.50620494 11.156653
Thap11 44.1449262 42.0332228 46.7264742 53.0988043 84.3527796
Plxna1 5.57698287 3.26162087 1.27098112 6.70525762 4.21440286
Gemin5 3.35818163 0.81577994 1.70057481 3.22761194 2.28741922
Gab2 1.44360098 1.33806991 0.76385796 3.21869891 3.02689553
Mon2 1.26175472 1.39804056 1.36309215 2.21382444 2.24690692
Bloc1s3 10.2404398 13.9598178 7.50696614 10.1197578 17.5521165
Pex26 4.64429801 4.17306305 5.82273199 9.78781732 6.91905869
Kif21a 3.89006825 2.17385553 2.19870945 2.69942822 3.84603082
Zhx2 1.20762388 2.18913177 1.0768241 1.58776771 2.67619251
Chia 0.72742698 0.53758122 0.9509446 0.23570785 1.68019321
Snhg3 96.1014372 49.7985352 106.260987 90.8322028 85.7404641
Cd24a 1295.40005 837.770605 1200.48403 714.876975 1143.44799
Lclat1 4.35813482 4.70386574 6.33003053 8.99251246 9.40260111
Stau2 3.47494816 3.89792891 3.02969633 4.88902114 10.0717622
Gja3 2.86273231 1.59295369 0.77229324 0.16555767 4.22683734
Tti2 1.245429 1.86510202 1.77148303 2.62865993 2.25327404
Cttn 63.2288333 53.8418953 58.3802681 102.649853 132.970291
Nus1 20.8044228 17.7340636 23.9236557 23.4989585 48.3047186
Uxs1 5.88609074 1.94601849 3.8248603 3.69742188 5.62708751
Nmt2 2.11929305 1.30944132 0.86861722 2.80689492 5.48466448
Sgsm2 1.69879191 1.29087256 3.0192491 4.43992371 3.09592383
Sntb2 0.28013161 0.19680723 0.31400737 0.920449 2.0912427
Herc4 13.9843025 13.9061745 19.0280651 9.69940991 15.6268222
Rad9a 4.36656963 4.20448423 4.01386 7.22768271 7.96887613
Tbl2 5.59472982 2.52716487 6.23903874 5.73015775 8.36408251
Erc1 5.1105922 11.5781961 8.36023814 6.63112858 10.2357728
Mir3058 0 1.12537608 3.98142739 1.31581962 1.14851511
Gsk3b 20.880629 24.244748 18.2144625 13.5064175 24.3339045
Tnnt2 0.3646021 1.14515106 0.48230816 0.52601256 2.83826339
Aimp2 36.0452799 15.6854633 25.6317688 39.3574418 48.2003202
Plekhm2 1.70405576 2.19289045 2.19156722 4.09948013 3.18627493
Crispld1 0.84648224 1.94286095 1.70332076 0.79208662 2.3480626
Tmem127 22.7744528 20.5353645 20.6497155 38.7432788 39.7422504
Orai1 10.6653004 13.1911399 14.5556531 22.3671754 19.9142454
Efhd2 35.9335307 21.3764737 19.4013067 28.2124769 46.7705165
Atf4 63.8129461 52.718487 62.4853292 94.9586974 113.906067
Dgat1 3.56713515 3.79293419 4.71381341 6.10637773 7.47385576
Jmjd7 4.85669127 7.25676346 4.45355616 8.31164151 9.37082035
C130074G19Rik 0.61714533 1.22043939 1.24876058 1.46893989 2.83908267
Synrg 4.70017298 5.72077254 9.03753177 10.3516499 9.75581941
Grsf1 22.703329 14.5395811 20.873821 27.4746386 30.1010214
Dnase1l2 6.64779359 4.34990632 3.27329595 2.22816381 10.823547
Lrrn2 0.19489447 0.12242585 0.6677359 0.46521656 1.63987775
Bcl2l2 4.97425196 3.9354021 3.3324275 2.14500269 7.48907515
H2‐Q2 2.84819026 1.07161607 1.64836166 2.28801756 2.04464952
Armcx2 0.82852332 1.85681095 2.28561473 3.45463601 4.39858793
2310057M21Rik 5.97921092 2.26650945 3.2456246 5.92207977 8.2139062
9330133O14Rik 1.89555425 2.99495246 3.38207273 3.56544672 4.79782927
Arhgap29 11.8380356 5.83471015 5.7537753 5.10481141 10.3180206
Arhgef3 4.47477702 2.68520696 6.65329649 4.94322417 9.78095975
Stat5b 5.93160351 6.62404383 3.78377047 3.83949976 7.28838574
Tmem86a 11.6150357 6.31838032 17.3636325 17.2154904 24.1592174
Cep76 2.27806606 0.73351668 1.24442537 1.62501574 1.75986345
Hecw2 0.47755164 0.60086583 1.44915433 0.33278604 1.59529499
Thap6 3.23128982 2.88574859 2.4660352 3.19479428 3.74182034
Nrbf2 27.7031213 21.5236824 18.9357043 43.6724872 38.2072267
Soat1 20.9740418 24.3556313 30.6278686 10.0596266 28.8098476
Fem1b 11.5150379 7.88977065 10.5231764 12.9425762 24.671308
Ywhah 249.201814 150.769134 170.166523 214.906762 343.998507
Brpf3 1.09177448 1.20874774 1.56699686 2.28533614 1.71479287
Pbdc1 34.8841455 14.2332788 23.1026163 27.8203657 21.6891313
H2afj 102.796752 114.74093 197.713718 154.933979 147.476381
Xylt2 3.04727521 4.09756529 4.35604281 6.27723587 5.26542524
Btrc 1.21659753 1.81341233 1.45114898 2.12975547 1.7432916
Zbtb39 0.94255551 0.77452354 0.80175018 1.09677436 1.6687249
Aldh9a1 7.89537928 2.62077962 2.72830134 4.90285631 6.36386022
Atp6v0b 100.240057 124.824093 151.144338 208.161739 164.485007
Cmas 20.7491739 13.5284911 17.0518955 32.1459967 33.9673345
Cnot3 5.05081933 5.69331825 3.32585099 5.54388098 4.92892872
Glt25d1 29.3155348 12.9580988 15.7179394 32.4098658 22.0956472
Trpm4 2.04314599 1.43541785 0.93884778 2.18605839 1.85886292
Cdon 1.80792042 1.54735311 2.26841283 3.25325184 3.53501935
Rce1 33.8685884 37.2525943 32.990412 48.2353448 54.064403
Ifitm2 1203.97212 633.973524 753.608428 1521.95315 1798.83936
Pwp2 2.12262281 2.6587773 2.57388841 5.75343914 3.88792097
Lsr 75.4562453 46.0300527 46.8212447 81.2381111 148.154757
Fam98c 2.67218901 2.01751819 0.85652457 2.31175717 2.18254074
Prrg4 5.27009438 0.80963019 2.16418418 4.83838803 4.11302391
Ppp2r1a 52.1751328 63.0978812 58.2436706 96.067664 93.3731079
Apba3 11.0801067 11.4220064 9.34290657 14.9461372 24.1817759
Pik3cb 5.88436754 6.49815424 7.31486803 5.43934459 9.01101676
8030462N17Rik 1.25920758 1.06364173 0.9893385 1.85669925 1.69706717
Dusp10 1.4667821 0 0.9574315 1.63361529 2.17739324
Rbfox2 2.37520152 2.67227111 2.83952212 5.76891589 7.9543803
Flrt3 0.83365175 0.21443412 0.98489942 0.47505236 1.54342003
Notch4 0.37523383 0.28688229 0.32002943 0.21757647 1.50346959
Pon2 41.0304901 25.1317769 17.0709976 38.705012 49.7999258
Dyrk1b 4.70217116 8.86121551 5.13329639 6.54364339 6.22726203
Arpc2 181.751553 147.746306 168.752771 240.416394 307.949121
Hspa13 10.5003201 6.31289731 10.7099536 10.4027542 12.5588651
Cyp51 15.4302872 6.42263218 15.4811946 7.96338388 20.9726036
Mrps18a 168.91639 89.489541 108.88866 225.551129 141.288628
Ppard 0.44582261 0.74786101 0.48788363 0.70697704 2.38714834
Smg6 3.68846942 2.79024957 3.6966147 5.19305152 9.11058278
Hspa5 324.487983 142.496014 199.505887 278.865988 529.566007
Lin54 3.48585621 1.92571748 2.14339256 3.66833719 5.07889739
Gm5662 0.21241593 0.5003708 0.88512189 0.0650052 1.98589611
Ostf1 38.1986793 36.8051817 39.7399415 42.1254201 77.3800332
Cdc42ep1 2.30883244 1.55104449 0.90268659 3.72125384 2.11743355
Pkd2l2 1.56605934 1.32574792 1.63141415 2.65089514 2.31383777
Trak1 4.28514889 7.69379424 6.79871855 12.6480299 17.9718517
AI661453 3.20097125 3.32748569 2.02803298 3.14102252 5.80522808
Pom121 3.73906838 2.35792603 2.85641198 5.10625719 5.7397974
Tmem48 3.41753808 1.23240913 1.66433763 2.11496551 3.20523104
Rgs1 0.09806269 0.07699942 3.31436368 1.66555063 1.49306965
Crb3 93.5302606 72.7761045 105.725955 138.798482 194.518819
Timm8a1 17.4743073 6.53583799 13.1182928 21.4073731 18.7738048
Mtfp1 2.14880925 0.14671809 1.34092725 1.41526015 1.60964887
Sema3e 5.72182438 4.56744239 1.03854072 4.40668202 11.0212086
Nr4a1 2.6337516 0.41360752 6.09702969 2.34546442 6.54273251
Tnk1 1.74167867 1.9400505 2.1003472 2.06383447 3.7164451
Gpr137b‐ps 2.83818302 1.96739922 2.19693746 5.39459201 3.74917353
Artn 0.89864524 0.11760361 0.24963934 0.24750948 1.80032514
Hip1r 2.64291456 4.39529566 3.43721437 4.13036139 5.61600879
Ppp1r3b 2.93676725 1.68699716 4.15066243 0.70952587 5.00403054
Dnajc16 0.83326974 1.64880681 1.29627868 2.72344061 2.17683679
Ikbip 4.04598074 2.69104528 3.62897581 7.06492689 5.93776725
St5 4.84116829 8.17961426 9.15247408 4.76206925 11.1650336
Gm7694 1.34404474 1.01527537 0.86646857 2.37417389 3.81739696
Efs 2.50182063 1.08976491 0.81167156 1.24065099 1.84386367
Tmem63a 6.6037154 5.26432098 10.4774189 5.15704606 7.35702118
Dyrk2 1.86144739 2.15648809 1.3845878 3.3899134 3.66804663
Ero1lb 0.81533842 0.8817968 1.58120618 0.57906617 1.70123293
4930539J05Rik 1.69890173 1.74444568 1.21011988 2.03965226 2.19921081
Mdh2 193.905585 166.075487 210.122781 290.149004 356.630517
1810019D21Rik 5.50694098 15.7720158 19.1867227 12.9487523 12.0325449
Pdgfra 1.61649876 2.69817977 2.6351766 5.74970401 5.03415126
Ubp1 12.2568181 10.3020701 10.314984 16.1797649 20.4444337
Slc38a1 0.9403664 0.37834417 0.51094431 0.57793508 1.9617558
Slc35f6 4.35873071 5.01745382 8.01345154 11.0531837 16.8200448
Mrps18b 6.13101355 4.42508989 5.21845524 11.2575679 8.98252253
Jup 24.4495015 18.9627779 13.9961997 30.2635886 37.0674139
Stac2 0.25665473 0.35267197 0.5743406 0.70689162 1.79961658
Vps37b 5.08817323 3.70988826 5.86542023 5.10037247 7.82197316
B230216G23Rik 0 0.10000901 0.47175767 1.0523987 2.00728439
Nmnat1 3.07602309 3.11306863 4.81054364 2.63577704 5.09427852
Eepd1 2.02490469 0.65131193 0.65513074 1.29908267 3.55811959
Nhlrc3 1.08686149 2.92128874 1.97412441 2.37944048 2.31138667
Tinf2 7.01241285 1.85502618 6.31976235 6.61012088 9.3756875
Csrp2 8.36235389 4.08945716 2.92075841 6.59981968 6.46604966
Slc19a2 1.49744009 2.06481772 1.03149927 3.52076631 4.68282836
Relb 3.43843454 3.3748494 2.49774244 2.23151046 4.60815587
Lypla2 42.8194773 42.0437112 47.3072552 85.4638473 119.670517
Fam210b 5.02880713 4.58781956 3.19931528 7.63941877 5.56639558
Kcnk7 1.80981412 0.5959355 0.91901942 1.17917228 2.61988945
Mgat4b 26.551816 16.4849758 10.3417672 22.7746762 20.674927
Foxp4 3.28893739 2.77331809 2.29537944 5.90516962 6.63442253
Tom1l2 2.29618625 3.76986577 2.23254335 4.59947192 3.36227432
Ndel1 47.0207702 50.9016257 35.373451 32.9714032 54.3335996
Slk 11.1778216 8.2233295 14.4391401 12.7489445 21.3043836
Plod1 2.4263882 2.42481863 2.74814801 4.06864213 3.37455779
Snapc3 8.0043229 7.68993444 14.4313567 20.2735977 14.1491257
Tmem87b 10.6946042 11.6766899 11.2878893 16.968721 18.2256576
9‐Sep 19.5497394 29.1276526 21.2898494 10.7858318 31.8227324
Camk2b 1.58098431 0.06145537 0.7827146 0.70418143 0.76517132
Vmp1 88.21098 88.9110005 185.466604 191.721515 254.40873
Dusp4 0.24182332 0 2.51293086 0.74004688 1.72253606
Isg20 106.178007 200.660807 494.743964 180.786306 320.199633
Hmgcs1 29.5965329 14.6454859 7.94587641 16.3032576 41.3698083
Pla2g12a 53.1077061 14.4574085 19.8240902 40.4682154 39.6827943
Btbd10 11.0424788 8.41090186 9.02358491 8.26917934 13.9258018
1110046J04Rik 1.67855057 0.2636016 1.78745764 0.61642 0.87432006
P4hb 237.953293 158.597105 156.244357 248.254413 381.100439
Plekhd1 0.48072127 0.05807158 0.75331421 1.71444544 1.0223315
Btbd3 6.06056594 6.01110681 7.59685843 5.30640112 8.67037902
Katnb1 2.62750749 1.36047289 1.09310041 2.15006847 1.76988694
Sidt2 10.6137007 9.13458244 9.57061194 19.4743486 20.6875571
Kdm3a 7.70936488 6.92713209 6.83210136 9.78979955 13.6720658
Wasl 35.6664181 31.7789016 35.0401944 55.6303509 66.553472
Rom1 4.35884163 3.4561435 1.42454741 5.17877631 3.62993997
Tbpl1 22.2059979 33.4477428 37.4491906 52.7687148 37.4617666
Ehd4 13.015383 13.9841351 14.9759034 26.0549379 23.0815255
Dfna5 0.36687308 0.48011825 0.11323954 1.59989601 1.64146663
Pde12 11.9188268 10.9257785 15.2801896 19.3232343 31.7187395
Klf13 18.4338234 18.5332514 17.3904217 21.6695701 29.4050216
Col7a1 0.51046332 0.33958266 0.44642083 0.33846806 2.22710541
Fig4 1.87860828 1.31816959 1.27691197 3.30265483 2.81866658
Zfp7 20.056028 35.9956892 49.4437671 47.7175727 38.5763874
Tmem65 19.6851972 18.7450471 23.1497859 17.2183158 28.1794361
Adam19 0.3267221 0.33671421 0.50108095 0.56242173 2.68364484
Tbc1d9 1.02590209 0.35023674 0.09293174 1.03400292 1.57272726
Srcrb4d 1.98699348 3.28957673 2.34978271 1.84620506 4.14376158
Spcs3 61.0912741 39.9177324 26.7254941 45.0664424 70.4103387
Col4a3bp 2.49270863 2.44422535 2.96126241 4.67750199 3.52735268
Ppp1r21 8.92370488 10.3389216 9.65004019 11.7256947 18.7026619
C430049B03Rik 0.91509888 0.34216246 0.6052621 0.5000818 2.40946422
Bace2 9.19875813 8.62090489 4.25086999 1.66661093 11.4418052
Gnb5 3.3997783 2.43739367 1.6196954 4.6140679 4.93553435
Tfdp1 42.7711964 20.1505207 21.028182 40.3945014 50.8434129
Hipk3 10.8831141 13.8531153 28.4121974 20.342631 26.630658
N4bp3 11.3080924 4.63867593 8.26419661 9.00840195 16.9247456
Atf7ip 3.74531462 5.76857784 3.30803524 4.66844198 3.947878
Tmem150a 3.5844836 3.45885455 2.23944304 3.52874938 7.95974217
Aldh1a2 4.60859997 2.89496037 5.06764425 3.8608612 6.18595111
Tmem88 0.9462895 0.22614024 1.25722676 0.83100028 1.61552962
Snora3 2.17372298 2.13352548 2.01283274 3.99131952 2.61287189
Pdgfrb 0.78307035 1.05001143 1.37213242 1.44890871 2.2107802
Zfp609 1.89900086 0.78730445 0.71041155 2.05726137 1.56437525
Trub2 7.03759693 3.18041065 7.38403313 9.13386202 7.03933652
Hid1 0.6648087 0.26891517 0.03730923 0.27743185 1.56594731
Dhx29 2.1482621 1.5618781 1.31143568 2.00150357 2.1040696
Ccng2 44.7121047 51.3483294 34.9622751 55.4287697 82.5139493
Gm5506 1.01325698 0.18013936 0.33635727 0.57921523 2.80360923
Plcd1 0.19686548 0.3671274 0.29622821 0.83591786 1.79450069
Actb 1036.58624 795.148795 863.7386 1020.57554 1604.21205
Ppm1d 8.76549662 6.12190587 16.2751507 12.8055984 16.8112213
Epb4.1l1 2.01128581 3.82639954 1.90874732 2.77438659 6.22245997
M6pr 150.585589 92.9840718 132.890442 234.790898 218.460549
Alg3 8.19150346 4.0245028 4.0680409 9.62118073 8.03114306
Syndig1 0 0 0 0.64094182 1.93263517
Slc29a1 3.11159699 4.24462004 4.56611065 6.85125409 5.72655302
Erp29 135.984473 102.532806 83.363338 193.962716 162.237693
Cbl 1.71913563 1.07788578 1.19985898 2.06122639 2.89919288
Numbl 1.74184169 2.84782325 1.03845377 3.00115683 6.74968002
Wdr5 19.6556074 11.8001671 16.7655169 25.5111725 27.5418118
Fn1 8.1427534 6.49705991 7.28203463 5.85551445 13.7637097
Fkbp1b 1.66356351 1.25399049 0.06161733 1.46619901 2.61287189
Fbxw9 8.74445565 7.89473924 7.21210426 11.6684341 15.830429
Twist1 1.04018646 0.97383004 1.00024203 2.49763553 2.21212466
C1qtnf6 2.09493896 1.47624498 1.39273435 2.41649081 3.3575619
Rnf180 3.63531479 0.91992433 1.99422001 2.68899994 2.77509775
Creb3l2 1.76885234 1.60496673 1.18294871 1.84048188 4.2209142
Tmc8 0.67274783 0.79236847 1.16284697 0.63822681 1.54544004
Fcgr3 3.47024512 3.21684551 2.76708713 4.73471384 5.48452044
Edc4 4.21264144 4.22294708 5.18811538 5.9302551 6.72910158
Il1r2 0.72780904 0.72387472 0.31450512 0.22272988 2.83838761
Snora74a 0 0.77582745 1.82984794 1.20949076 1.84748517
Acrbp 0.84769142 1.64025914 1.59793128 1.77886107 1.35859634
Pld2 4.42636567 5.64449677 4.06697064 8.71033818 14.8619548
Cmtm6 40.6989423 44.2388291 52.8008301 54.9044579 81.0676241
Plekhg1 1.83831172 2.76949679 2.53300909 4.02146706 3.26344668
Ttll6 0 0 0.07533997 0.54155458 1.79298757
Gjb3 15.6413054 5.70124187 9.14257532 2.83462599 16.0415652
Hist2h3c1 5.60999192 3.78773839 5.72416542 4.26469757 7.38762681
Hhex 1.06783681 1.32998991 1.60253764 1.52125391 2.89171592
Ahi1 1.57460499 0.50259729 0.8890604 0.95199317 1.77474219
Arhgef1 4.02474147 3.35954638 3.79399665 5.12646544 6.15989813
Tmem50a 64.6761921 76.4798805 69.0901163 107.612675 102.130868
Lef1 4.43941798 6.26343363 9.84306325 13.2827476 14.0316961
Synj2 1.43309591 1.1984642 1.31623509 1.78635973 3.31452392
Nop2 7.13524777 5.60263954 6.97546685 14.1058071 9.84185064
Map4 22.9254068 24.7893498 19.0783125 45.9445325 35.5869714
Akr1b10 10.406638 3.47473501 3.73747465 4.0181069 10.4826627
Tapt1 15.8309834 15.116294 17.0303303 18.2406391 25.342386
Lrsam1 1.94881744 2.35320038 2.60829154 3.78884676 2.62468296
Hira 1.69754674 0.76812565 0.90584134 2.06037672 1.77534644
Sema5a 5.65904013 6.73158969 5.75972953 12.3350938 15.7705395
Lamc2 51.8384945 31.3930674 18.1716232 14.237046 62.5895144
Sf3b4 44.3070584 30.8374266 29.7476989 51.9671213 68.2087357
Palb2 1.54892991 0.40996486 0.80577772 0.83085915 0.86468138
Gpi1 25.8700435 24.6162226 22.0312154 27.0629911 47.9575435
Arrb1 1.15532521 0.45358416 0.50943461 0.91757697 2.36598635
Dnajb1 41.8230447 33.7443818 38.5140963 39.6134936 69.1533937
Tmem181a 1.67477854 1.20545902 0.8400265 2.43451271 1.98516751
Nsmce2 7.03165949 4.17996829 5.11331861 8.09691989 8.02246378
Rpusd3 2.31247126 1.69471528 0.57101638 1.65125512 1.72956059
Trim41 3.94652876 3.68909305 3.37599035 6.26303596 7.22869455
Mir30d 0 3.74667889 0 0 1.27457165
Arl13b 4.20063948 4.40266666 5.80888448 6.21803183 6.88066149
Ercc1 3.50836258 1.99722089 2.19286418 2.89887363 6.99342979
Ormdl3 43.5819102 63.5058677 85.6672756 54.3060157 96.3779041
Ddx28 11.8154798 11.0291066 13.1678635 14.1114798 23.6010341
Hip1 3.46234715 2.90120348 10.0026562 5.67139366 8.54323275
Nat10 2.21543862 1.27480361 2.14542078 2.91896293 2.16835841
Slc25a1 34.0049037 47.1155663 60.2050506 41.6020133 45.9043285
Fibp 6.6263491 8.34139639 7.06114709 14.5329094 13.1065025
Bnip3l 75.687463 77.8430316 78.8530488 89.7029642 164.037017
Ralgapb 4.34172975 3.31122339 3.5439907 6.83428784 7.12714994
Prrx1 1.08569408 0.86624343 1.43503515 1.44690692 1.71899466
Nr4a3 0 0 1.57052236 0.15889011 0.36058742
Tmem185b 9.17111394 7.97923452 10.4980252 12.2701342 17.3945252
Pcp4l1 0.53825522 1.17039112 1.68694553 1.29242727 1.19445572
Nudt17 2.10669188 0.33835646 0.84237493 1.93411959 1.57309467
Mier2 6.82151944 4.73672636 6.03378431 12.5254524 8.42401318
Pacs2 3.01068567 3.56002865 2.95313416 3.68177375 5.7311533
Gpx2‐ps1 1.34523132 1.71017367 8.30441796 3.58748267 7.28934789
Ccnt1 11.4832538 13.1601737 13.1319984 21.277862 20.4224469
Ralgapa2 1.49966529 0.40494802 1.25671139 1.52010712 2.24581912
Tle4 1.70366434 1.31524469 2.46577534 1.06464396 1.73235414
Snord104 55.3852706 24.5501562 66.1753228 78.7328782 51.5415824
Epn3 11.5514012 7.80461638 10.0278871 19.7613477 17.8945397
Eif4ebp2 5.40388021 6.70877889 4.09103182 10.2911682 8.89488301
Spag4 0.04341657 0 0.52263966 0.59790073 1.60042752
Snai3 1.35430192 0.2577954 2.12810509 0.56516482 1.84167181
Rps6ka3 2.34679944 1.01349658 1.16804059 1.37353101 3.00897527
Gm19710 2.54733162 2.24020175 0.75481228 1.59029137 1.95965391
Casp8 44.0067361 42.0220777 26.9199164 18.9720625 42.7355567
Rimkla 0.09625342 0.1259646 1.45577571 1.39917105 2.57109165
Plcg2 1.42622122 0.48845721 0.67437858 2.11731236 2.16422148
Zfp385a 1.05317875 0.24585366 0.55350704 1.17596712 1.55107192
Cdk19 5.06465851 6.6133044 8.61008526 11.5058875 12.7786398
Akirin1 65.3492669 38.8031571 55.518513 34.5577538 80.7013595
Dusp14 31.8149892 26.6845931 39.5452585 39.7057462 70.364658
Ntf5 2.95661761 0.39127314 0.18456948 1.37246086 3.99318169
Mtmr1 8.51382654 6.1768187 5.86388475 12.1832574 13.4195837
P4ha1 6.43568245 5.33196672 4.64499862 2.76914451 13.4036515
Fdps 23.0762789 15.1756309 19.4670271 21.6367218 41.0619702
Asns 16.8866804 12.7280794 27.9832844 18.5792092 33.6269968
Usp24 2.87273456 1.46837109 1.86834017 3.14004384 2.28235012
Efna3 2.71493565 0.62699524 1.23234657 0.3421131 3.58336716
Sash1 0.989569 0.47761506 1.05923817 1.95037331 1.33135335
Ptprj 3.60311771 1.75583486 2.42915474 1.79906805 5.66707946
Cflar 5.86003662 7.42637287 6.64760427 7.07370952 14.6765
Gatad2b 1.47119761 2.04173687 2.47115876 2.85842138 2.54981202
Cnksr1 7.850779 6.30976972 7.04940204 11.2119353 12.7307337
Alg13 2.0028012 1.00419775 2.07800308 1.46213 4.21540108
Pgam2 1.58350681 0.79124124 1.06640145 0.66081449 1.84573731
Lnx2 4.24887962 4.70004909 3.08371469 3.37368852 5.26830431
Tnfsf12 2.57921086 1.45089808 1.78231942 2.50930064 1.82006424
Tmco4 3.0819492 2.89779259 2.32669407 5.62293057 6.65409276
Gss 10.0784894 6.1489652 10.8608422 7.38297391 13.9859701
Jarid2 12.1252654 23.3987946 23.0341544 16.1389828 29.0139947
Bin2 0.62640147 0.67306365 0.76320756 0.81723175 1.61157922
Aebp1 1.93267541 1.08757634 1.02903526 2.09965685 3.78153353
Otud1 4.89925702 3.56346842 1.45649818 5.2554741 5.16582026
Slc39a1 28.9056934 35.148558 48.9468711 47.0478491 77.0485088
Map1b 6.92172675 3.81485589 3.39831109 3.74817636 11.3183296
Zfp607 1.31872115 0.71461862 0.85993993 0.98901965 2.87259626
Paip2 319.418212 313.304621 392.035926 409.881046 500.445701
Ggta1 1.72758241 3.18422431 12.2420195 3.50603918 4.53208676
Snora28 16.7071271 12.2721796 18.9638787 25.7291672 27.208418
Trim3 2.53784917 2.49525011 2.86087901 4.98408427 5.05774186
Myo5b 2.44286305 5.76215577 8.52130482 6.75527976 9.4498932
Surf6 10.5130995 10.6277484 14.9786735 22.9640755 22.9949005
Asap1 2.33509986 1.9204693 2.37662763 4.85131057 6.56545058
Isyna1 21.8909752 10.1684892 12.6486497 20.4560554 31.0758321
Arl8a 30.0004424 40.3740239 48.2866983 43.3721824 62.6352367
Ctdp1 4.51261352 2.72350173 1.68782989 4.92280793 5.89934711
Zfp703 5.99829156 6.07328524 18.8371911 9.40164068 8.807078
Lmf1 2.97850275 3.68695215 4.08839749 5.30817615 4.60516915
Rictor 6.02191056 4.76142957 7.40466547 7.75935143 9.68499275
Pla1a 0.99105911 0.36315327 0.55062294 0.63691269 1.87957349
Itpk1 19.2940748 32.2359564 21.3123466 6.1630669 34.8931841
Amotl2 9.39820102 5.03371509 6.39726367 12.4710878 19.1772701
Zdhhc8 4.90293311 5.42760467 3.68412894 5.68197294 7.9116129
Tmem67 1.41559384 1.70435031 1.1010865 1.38627595 1.60326726
Senp2 13.1823017 8.79203141 8.1730002 9.41447902 16.080092
Itgb3 0.04513701 0.38986034 0.13583748 0.22791754 1.70001701
1700017B05Rik 20.8428931 35.803792 33.0440721 62.6849107 42.6193614
Slc26a6 0.21537806 0.90195279 9.90535302 3.75696681 4.39154247
Ran 142.080539 58.8808273 85.7741222 137.585389 149.372221
6430562O15Rik 2.15982935 2.64800141 9.22791997 3.61793053 9.04864406
Dnpep 11.561168 11.1039805 10.0848506 17.2287174 27.3908461
Zfp217 3.15846451 3.26875237 5.0019393 5.553556 5.92960486
Ap1g2 3.12274458 2.37537293 1.4683965 2.73255321 2.44376345
Fbxw17 7.89116243 4.64714121 3.04462094 7.81493654 9.22190077
Rab11fip3 1.54607514 2.61550155 1.03590274 2.57343173 2.70957031
Fkbp14 3.35430778 1.39437671 2.30668804 3.07953548 2.82632889
Shisa5 80.172217 84.0593571 111.482372 119.801595 136.52966
Stam 6.51762677 6.04943129 9.05282729 11.4796507 18.2375903
1190002N15Rik 7.01644761 2.70930729 3.83712164 4.85021106 7.5806359
4931406P16Rik 4.60344227 3.85268857 7.89121924 8.41145849 10.1311768
Col1a1 7.13469741 2.94279377 2.94341441 5.83660389 8.85417633
Wbscr16 7.45276452 2.79297881 5.59410656 6.89409735 6.0401454
Trip10 13.2386628 6.99949124 11.4726553 12.8849147 24.7893297
Dync1li1 8.71625531 12.1280702 10.9494144 16.0927649 17.4362655
Rmnd5b 23.0888253 17.0243493 13.6533361 19.0131202 30.2910533
E330011O21Rik 1.23819664 0.32407982 2.93007297 1.57884475 1.81908802
Crem 9.75185388 4.50282735 50.5314251 12.5989806 13.528201
Mgat2 78.8971703 39.0493884 56.2069691 93.8555123 114.962368
Acsl3 10.7310375 7.09086646 3.11861679 4.06205176 15.055434
Vapb 3.7710304 4.65830445 3.04134434 3.42775826 5.13651095
Gm4636 2.09203404 0.81351659 1.03316804 3.19195809 2.71425738
Sipa1 2.05683199 2.11808114 1.70164505 1.98121341 3.76934465
Mtx2 77.0824979 49.576484 78.4812763 109.079146 99.7793047
Cdr2l 1.16323554 1.30087392 1.50146442 2.41097274 5.35285646
Cbfb 50.5038008 18.3689732 28.4615792 37.0769331 39.4128358
Map4k4 5.26147211 2.68279937 3.61865142 3.09671342 5.79957837
Magi3 5.29245785 2.18153461 1.9929037 3.12551574 5.03289454
Epb4.9 0.88858719 0.4790344 0.18421288 1.50983411 1.60481454
Mtor 1.74504812 1.51320202 1.22947898 2.74446752 1.90303409
Fbxw8 7.15258788 5.81169255 5.507188 10.9564848 10.7286262
Gm15708 0.51696696 1.73968103 1.64126792 1.45775826 1.33158816
Pgm3 1.01048231 0.8269623 0.71165191 1.65942027 2.08710413
Setd5 3.69902474 3.05486554 2.0719422 3.74764545 4.15959512
Rtn3 55.1024538 57.9939487 50.1849781 63.6369076 96.4553222
Iba57 1.91337123 1.05391581 1.32220237 2.70049865 2.36857666
Zfp652 4.01302705 4.51522841 3.17219418 3.70676015 5.8434208
Idi1 3.73028151 1.67883972 1.45328349 1.23206061 5.1036214
Stard4 3.18958348 1.49239571 3.05465068 4.7935948 4.58674998
Col14a1 2.70029794 0.17470556 0.18729833 1.31847248 2.55289902
Zdhhc9 9.73276301 7.11222651 7.64137168 16.2518002 20.7633893
Tnks1bp1 4.05090885 3.63519776 3.74056962 5.25045686 7.33804632
Ssh1 0.96564254 0.96795107 1.1985677 1.24492953 2.04156341
Eya3 3.07424744 2.86714296 3.34632958 3.8016224 4.5550547
Ccdc51 8.56974643 11.3645613 21.0352357 9.64110973 19.4248548
Eif6 69.093857 50.9648575 63.414329 96.232182 137.092756
Tpd52l2 40.2412117 35.7277623 43.1022031 69.3980729 73.5592553
Ctsb 405.802871 423.844202 844.422163 806.557063 1469.69774
Tmem231 1.10681427 0.90454977 0.52290424 1.51385344 1.62908535
Vopp1 27.6347527 12.419691 13.5583744 20.2055364 24.082603
Gpd2 11.357895 6.42323908 12.2174976 7.2881454 10.132533
Il1b 0.09828439 0.07717349 1.82019539 1.53396606 2.0871471
Scyl1 7.29520228 6.38844035 4.53402596 10.330207 9.84905064
Stk19 11.070259 16.0548782 20.3897342 15.4950577 16.0941274
Tspan7 0.51463566 1.03910147 1.53174983 1.95741149 3.41705906
Mast4 2.4446744 2.8937564 5.54047773 4.7020512 9.05567032
Cdca7 50.9871999 15.1163127 36.5737079 28.375391 35.1924295
B230120H23Rik 2.20474208 1.37145173 1.57756594 2.27386919 3.90066494
Tstd3 0.78073226 2.38761264 2.09273725 1.84853172 2.53549005
Bsg 279.4574 197.804116 188.186074 299.827376 515.654442
Renbp 1.05773544 0.72220891 0.2980923 0.97108973 3.24305678
Zbtb7b 10.4444739 17.4845015 16.5935967 10.4974948 18.9061462
Hspa4l 5.46179974 1.92844799 3.53009451 5.99034464 6.05117041
Nat14 1.94178728 2.28705461 1.04887066 0.81708154 2.13957251
Cldn7 451.365424 460.136692 589.304229 534.172053 927.146928
Tspan1 40.7614417 71.1564845 155.389462 79.2796343 138.981983
1700084E18Rik 0.75128675 0 0.27827181 1.37948831 1.6857238
Lca5 2.38645874 1.25281045 0.64400546 1.46481927 2.57899525
Rnd3 7.31238259 2.42710221 2.64865149 5.73919839 6.37736682
Ankrd28 1.79584687 2.72229528 2.95631199 4.77446999 5.19676183
Cd97 1.56363719 1.18055514 1.22514873 1.21469607 1.76708212
Amigo3 0.48722851 1.32894391 1.85215438 1.20069187 3.2673742
Zfp712 1.1662544 1.43166546 1.90129037 1.01039701 1.40844983
Slc30a6 10.3629815 6.88703204 15.4926002 11.885712 12.853741
Eef2k 1.44677513 0.36596506 0.71030577 1.84530183 1.15937436
Eif1ax 72.6765266 34.4497548 53.4726623 77.9729699 80.6434973
Kctd12 25.5269797 28.1173086 42.8387432 16.1807579 43.0000115
Tmem214 18.5813178 14.9424029 18.4303186 22.6516776 30.1397894
Slc38a2 68.9175397 88.734007 147.739661 71.6031338 138.118621
Chml 0.90631027 0.52745103 0.22708545 0.62649881 2.40097122
Kctd10 12.6929144 12.0160596 11.0517382 19.5378827 28.4059151
Plekha8 3.29417951 1.4801562 2.06525626 2.43317418 2.84918199
Fam46b 17.5284917 8.34760494 7.91761128 21.1428289 15.8964933
E2f3 3.82544539 1.32607587 1.84815719 3.40636451 2.31708474
Tmem238 52.9883757 20.6085163 22.1200933 52.2935012 44.1528113
Lmbr1l 2.85884195 3.85156976 3.84546725 5.00066105 5.95643152
Ptplb 8.19897179 3.24025852 4.92733409 7.74335927 9.73209567

TABLE 8.

Gene list of cluster 8

D3AM D4AM D4AM D5AM_mesometrial D5AM_antimesometrial
Entpd1 0.76134686 0.51241212 0.92080983 1.02707293 6.44969091
Kifc3 0.55469805 0.43555225 0.17656428 1.32089123 3.7922064
Arl4d 1.36840738 1.88960578 4.19461525 0.69313798 14.671408
Ero1l 3.23253961 1.72690971 2.7199211 8.40182696 34.6687528
Gprc5a 16.0274022 5.21688703 20.9933303 8.09441911 55.7648176
Fgfr1 0.53388164 0.28628776 0.27732719 1.35089588 8.31652912
Ctla2a 7.53162268 33.1323957 52.1546043 14.4305957 93.830966
Sorcs2 0.30776361 0.45646481 0.78106776 2.34414151 8.42184191
Dppa3 0.31888357 0.18779197 0.29528109 0.07319046 7.21893699
1700012B09Rik 0 0 0 0 6.10305842
Cxadr 12.7590128 7.60960491 16.2711943 24.1253474 41.6570943
Mir22hg 7.93913548 7.74158057 21.5074483 19.7644899 45.1260433
Socs5 5.17600174 4.55333252 9.39352461 9.61293466 29.0107813
Syt5 0.52169352 0 0.10351711 0.06842262 3.73267412
Sac3d1 22.9237599 15.577531 30.324336 35.6865795 189.93715
Tmem37 1.98777028 2.01394736 1.60314112 2.7079749 18.2412885
Il4ra 3.14920998 4.03083024 8.42829255 4.9950259 25.3695806
Mt4 0 0 0 0 5.74698164
Hk2 11.4898477 14.2436345 16.6439462 3.63933598 44.8232459
Plcxd3 0.86258849 1.73391277 3.86591684 2.5975254 12.6634426
Pgk1 56.738877 35.1978396 31.449813 36.8659635 243.036257
S100a6 203.616472 92.4389232 130.93211 261.46196 1010.62541
Calcoco2 0 0 0.02976096 0 8.19017506
Rps6ka5 1.7760787 2.35917752 3.65928057 4.2395314 12.3823797
Myadm 43.6716084 54.3056515 45.1385691 57.5576767 142.752398
Slfn10‐ps 0.54533649 0.37294969 0.26063116 0.98517868 3.21410731
Ptpn12 10.8342858 5.88707473 11.9015252 10.2682557 27.0365392
1600014C23Rik 0.12589129 0 0.4662933 0.2311575 3.83355721
Slco4a1 1.01365321 0.03316361 0.39109444 0.73673968 11.9474582
Abhd2 0.42680748 0.15874664 0.7904338 0.45371527 2.71817881
Sprr2i 0.10569156 0 0.39147476 0 9.99412909
Mfsd2a 2.24449536 0.97646003 7.44280011 0.83539246 7.41326442
Ttc7 4.1684612 3.58376804 2.23745004 7.92642327 14.0976186
Rhox5 0 0 0 0 7.77329386
Pdlim4 27.1852951 6.22233254 21.6061033 11.8223895 81.9802335
Gpr4 3.14300445 3.21360426 10.0920809 4.56704383 21.2544988
Sh2d5 0.12460832 0.0326144 0.28846329 0.55293758 5.45873872
Itpripl2 0.57953279 0.58187059 1.21403373 1.55256747 4.74306289
Got1 3.86768407 1.56825013 3.28785512 4.36580891 10.6953725
Adck4 3.87101353 5.54132097 3.77750801 7.08049148 17.1328038
Qsox1 3.33722422 1.78248722 2.42546045 10.580975 29.8369601
H19 0.27431303 0.92031233 1.31623097 0.11447379 4.75612626
Ano1 2.49288822 2.58024976 3.86915067 3.39400867 10.2153983
Fzd1 13.8377477 4.07017013 4.60680311 10.1332838 25.8422459
Apobr 2.1018494 0.59755312 0.95636121 2.31228152 7.0421943
Ctla2b 3.3543938 3.25888112 3.84315928 2.19226791 15.991596
Dok4 5.25900722 2.69394462 1.64644152 4.50632849 25.3460614
Tle1 6.82118153 8.50870862 19.2115187 6.81054864 30.1535822
Ier5l 13.343508 1.37946997 3.75711562 7.56532981 16.7934421
Rnase4 24.3073632 10.2357916 7.92628522 26.5154794 53.9068458
Ywhag 44.0614617 36.8924094 45.8266874 78.0374081 276.693822
Dnmt3b 1.08510322 0.49701726 0.3628402 0.66414376 4.27527916
Gzmd 0.13919251 0.1092948 0.7088952 0.51116152 4.51745193
Gyk 2.8429763 2.44051797 1.3503757 1.85275844 20.3623402
Nckap5 0.08588396 0 0.15905435 1.15119054 6.37990844
Serpine1 0.15105289 0.08471974 0.17983615 0.01981132 3.37200541
Pmepa1 8.24681044 3.79711973 12.3941808 12.6451979 85.9347094
Gpx2 148.51397 232.700245 1271.48022 538.996466 1278.5196
Cib4 0 0 1.1007679 0.3897773 4.96717832
Aplp1 0.76334754 0.49235203 0.58062483 1.27648806 3.97610939
Bhlhe40 19.3142235 7.94469238 7.93365167 0.73082304 27.647928
Tor1aip2 24.9509091 20.6965125 30.2892857 31.7583044 70.9889262
Tnfrsf11b 0.94878612 0.87218643 1.30712701 1.04102904 7.39911911
Mir374 0 0 0 0.63020835 2.20031317
Car9 0.59918857 0.67959158 0.6781366 0.48898248 8.26942608
Crmp1 0.1708106 0.07451195 0.24603893 0.40075822 2.78321045
Plod3 3.68034245 2.31186166 4.1447898 7.06821532 21.4736939
Dusp2 2.01519436 0.94940565 3.84403779 3.33021097 21.5747641
Fos 7.56754563 5.99098846 33.3934141 10.2928011 44.496185
Ralgds 6.06695818 8.61052672 11.821637 15.0270201 27.9096315
Asic5 0 0.030902 0 0.7587602 4.09985932
Rab11fip5 1.55468757 1.10369182 2.34677102 2.95242936 8.76361667
Oaf 9.25743834 7.05457169 8.95154256 8.17317942 23.5902504
Slc25a47 1.11437697 0.29167184 0.84080355 0.8715223 4.00199365
Mphosph6 63.7886641 41.4883665 75.2807082 90.5431212 186.56996
Slc45a3 1.1224043 0 0.19054355 1.45981996 3.50781423
Rps6ka4 10.2877424 5.90188375 5.79353659 10.4858877 28.9552641
Mfsd7c 3.13243924 9.95769447 13.5888184 2.57954275 38.7480914
Slc4a3 0.23494416 0.21906949 0.12237443 1.34811513 3.01236299
Trabd2b 0.31536558 0.02321503 0.03650294 0.35286715 4.38308568
Car4 0 0.6302106 1.30059961 0.23026843 4.82376348
Omp 0.68676743 0.04902308 0 0.22927637 2.67666148
Bglap3 0.32018833 0 0.19765952 0.2939597 11.033076
Igfbp5 3.84318977 2.56285466 4.27047874 6.19765877 21.4867873
Alas1 31.3991148 39.5310213 46.1491443 35.4078197 109.775432
Gm14023 0.51261294 0.20125339 0.1017153 1.27740153 3.11021246
Cidea 0.11204758 0 0 0.20573812 2.91815589
Kdm6b 3.56289032 5.24068872 4.41708327 4.28027567 14.3385474
Litaf 106.286017 88.4692998 133.780944 96.3483478 361.106603
Timp1 2.78431933 2.53146394 17.6405566 8.54321762 66.1731823
Arrdc4 8.50802321 5.98142365 16.9322238 9.23402619 93.2838205
Rgs3 1.24153196 0.6241899 1.48874083 0.50841353 5.99804586
Gm14005 0.78428313 0.34212435 3.24115382 1.18672863 5.34213005
Pfkfb4 2.03725897 3.15363124 5.24618112 1.90600054 13.1537615
Arrdc3 47.1309913 49.2265361 80.1097586 129.44464 240.56309
Rpl10l 0 0 0 0 1.99221903
Spry4 0.82402571 0.3012036 0.80250194 2.30870443 8.58433726
Rnf11 68.8821411 65.6389321 64.7184259 92.9779005 306.436438
Rusc2 0.39836834 0.38863182 0.31299139 0.7203881 4.47893255
Sall4 0 0 0.01190321 0 2.16322924
Rhoc 36.5580684 19.1047509 22.47282 40.9903979 230.704711
Mylk 0.75157537 0.65571279 0.91246355 0.69767591 6.07629062
Ngf 0.76913534 0.04313784 0 0.40350324 4.05028161
Id1 311.312445 34.0052579 28.9662318 290.411212 591.18019
Snord91a 2.17372298 0 0 0 2.61287189
Map2k4 22.4374817 21.6101758 33.3310716 65.3316553 120.189277
Pgam1 32.2498858 25.1271538 21.9192211 35.0656592 122.770749
Hao1 0 0 0 0 4.53292708
Pax8 42.4250169 44.0922971 83.0144154 100.430571 243.544062
Perp 121.945859 93.4618909 152.48797 422.334122 819.644158
Sh3d21 1.06445198 0.83581411 0.44095563 2.57172649 10.2584403
Spred3 0.03215567 0.07574647 0.11910253 1.16610297 2.48660885
Rspo1 0.17778541 0.02791964 0.52680464 0.35908818 6.01216977
Obp2b 0 0 0 0 1.64196867
Map2k3 41.5175069 29.361093 30.973091 37.978345 91.7038415
Slc38a4 0.03316973 0.01302254 0 0.03045259 1.68786739
Gm4926 0 0.03160779 0.48457084 0.03695666 10.7418066
Sh3tc1 0.53040943 0.49527433 0.98230131 1.0528871 6.0080545
Bmyc 53.9682948 41.0976371 65.9854917 67.4869959 228.168028
Sct 4.75903849 5.35275032 2.5011531 1.29895014 13.399343
Vnn3 0 0 0.06668689 0.23141278 11.7153615
Alox15 82.6086771 158.025831 744.356218 193.101163 833.56458
Elf3 132.086277 128.293154 160.020202 26.8216672 292.380364
Utf1 0.2248679 0 0.10411204 0 8.60445741
Tox2 0 0 0 0 2.05909904
Stat5a 6.08843706 4.58312881 2.29860528 1.37047622 10.806322
BC016579 0 0 0 0.24581576 6.26993892
Stk40 3.31040952 3.12983381 4.67627807 7.34998233 18.2041579
Hmgcr 9.08253103 4.97019931 8.11039827 8.33852419 21.2096779
Cav2 36.7854051 12.6717437 20.0225173 40.4780807 73.7478599
Rnf144b 4.82071927 4.51612893 7.70571032 9.15775697 29.3461026
Ncrna00085 0.11835152 0.27879099 0.27397905 0.38029814 2.51328875
Epgn 0 0.09014896 0 0.07026971 2.69874091
Macf1 2.34534487 1.25968357 1.77595329 3.44770503 11.0853828
Rbpms2 1.00017929 0.73299035 0.52481835 0.55094901 7.58748073
Kremen2 0.24643057 0.12093673 0.28523846 0.14140244 8.73837173
Fzd7 0.29832755 0.41525886 0.30135986 1.14535682 4.12930471
AU018091 0 0 0 0.13890903 5.68345103
Eomes 0.40373321 0.85455879 0.65017477 0.41900797 8.56656247
Tgm2 11.1901716 5.5114572 8.50732348 19.7541638 98.2863896
Crxos1 0 0 0 0 2.74761048
Aebp2 9.51168083 5.471835 8.28741894 8.46104236 22.4874433
Stk39 2.30962251 0.96195913 1.35759276 3.35580606 6.98482537
Lrrfip2 6.22111517 5.48172068 4.38995115 8.90700905 18.0015652
Flt1 0.31152081 0.19568641 0.34615595 0.21926835 8.28796305
Coq10b 21.2229619 14.3597468 49.7226598 29.3994193 73.2448449
AI414108 0.34894092 0.08430477 0.08699215 0.07392854 5.00096903
Tinagl1 10.4338703 10.5469729 10.2723878 3.60595074 33.3486545
Ak1 1.54412457 1.34236191 0.91917943 1.8733043 5.54613821
Ceacam15 0 0 0 0 6.27389798
Pdpn 6.08249224 0.20261859 0.17067547 0.67687725 6.41032447
Fetub 0.07310728 0.02870214 0 0 1.75753714
Ptges 0.17880913 0.21060301 0.6291827 1.16554848 18.1117086
Ldoc1 1.85621289 0.49862169 0 0.17938515 5.24531584
Tgfb1 1.37025518 0.83140248 0.5767429 1.25800902 11.030462
Rhob 26.9690014 21.4751267 25.054209 43.4439089 125.446009
Tnni1 0.35122993 1.14911606 0.37943885 0.37620157 7.3648274
Irak3 0.15374935 0.29318909 0.12203095 1.1695682 2.74575961
Eps8l1 3.15457023 5.92852758 7.70973998 8.2611768 27.1647505
Mir1956 0 1.57552651 0 1.84214747 4.82376348
Cldn4 85.4125497 28.6700586 25.5077368 87.4740319 246.368859
Zfp42 0 0 0 0 7.13788433
Snap25 0 0.09665807 0 0 3.99514153
Sh3pxd2b 3.38693651 2.438971 2.57562423 4.34201 14.6393952
Pof1b 28.8339604 33.6186575 22.524064 26.9798835 90.9333151
Snord98 0 1.82873613 2.1566065 0 3.73267412
Pfkl 5.49132602 8.54098982 6.82316181 11.5970543 30.3675183
Bst1 0 0.02191978 0 0.30755031 2.01334306
1700019L03Rik 0.38932352 0.09170975 0.10815221 0.5361474 2.33988527
Cxcr4 1.90530295 1.94769471 0.93207249 1.78223198 9.76586074
Ndufa4l2 0.47352887 1.27480361 1.50336055 1.24211188 15.9374343
Irg1 165.019843 333.047614 168.4853 351.49213 1860.97459
Prss27 0 0.089129 1.62918576 0 2.68336712
Prkx 7.11252457 8.04210789 7.71512703 14.2351673 25.9414454
Slc2a1 12.5758157 12.3631663 11.3867482 31.4479355 131.131222
Cald1 3.66866258 6.38312753 10.50564 11.9294457 29.7355829
Tnfaip8l3 0 0.02301331 0 0.10763109 1.87891911
Snord38a 1.10528287 0 0 2.0294845 4.42859642
Trim43a 0 0 0 0 2.61856442
5330426P16Rik 0.86230333 0.36675479 0.23288974 0.19791667 4.00208476
Lox 0.03618851 0 0.03350998 0.11628428 10.3383888
Defb1 3.55959004 0.44720185 8.96545585 1.24184068 26.5851157
Klf10 12.3141943 4.33851881 11.4622396 7.60906726 30.1359805
Clu 74.1205874 18.8901968 63.0902827 41.5909622 182.611997
Tiparp 9.73308799 6.31120874 9.15804976 11.1553249 41.5769936
Ppapdc1b 10.8538478 6.64407663 9.1479966 18.3432585 36.637008
Bmp7 3.64681538 2.29080113 3.65318397 2.00884917 21.8115691
Cdh13 0.62648785 0.15652065 0.31642785 0.52288029 4.49550883
S100a4 15.8128546 5.64379486 10.528043 5.99897723 26.495254
Vgf 0 0.10028322 0.14191535 0 2.80425733
Rnase10 0 0.24602816 0 0.07191567 2.41671033
Ankrd66 2.17207747 0.38762007 0.04571157 0.45321569 10.0875448
Crispld2 3.34700961 1.41892297 1.26590203 4.18367227 11.8618088
Pcsk5 0.31398738 1.21080881 1.56357433 4.75319776 8.72821103
Ppm1j 0.64453414 0.53586221 0.35107548 1.6359769 11.0287499
Plaur 1.40139734 0.22007713 1.98976302 3.81691372 28.8988123
Snord123 0 1.74561176 2.05857893 0 4.75067615
Pcdh1 1.68794993 2.88698476 4.68904397 6.29077782 18.4146532
Sox11 0.17747827 0.64225403 0.48588082 0.3046268 3.66067958
Hamp 0 0 0 0 3.05056108
Slc25a29 3.08792624 1.27750813 0.49193468 1.40224566 19.2373358
Msn 6.86081317 4.4003963 6.80903574 10.695489 25.9926318
Ctnnbip1 14.6006797 6.99998457 7.3016645 18.6891711 46.8760654
Slc22a21 0.36906921 0.44583902 1.89278133 3.04952797 7.00709221
B4galt6 17.2797504 23.9272238 41.452294 49.3451615 129.79783
Snap91 0.0153115 0 0 0.11245793 3.23924948
Rnf149 88.199212 82.6552665 221.692769 144.656636 438.391381
Sdc4 283.326235 308.747156 304.502318 410.254104 863.798451
S100a16 135.709152 60.9050139 37.3351067 86.1651023 246.06801
1810011O10Rik 10.9257752 4.77037703 10.6161426 9.31107972 39.5758807
Rbp7 0.43913596 0.3448122 3.15140479 3.52768139 28.7679834
Tfap2a 0 0 0 0 2.19071878
Plekha2 14.5990462 5.66999911 7.35279521 15.3847953 30.3585837
Chac1 4.1536108 0.84797446 0.38461772 3.85149622 15.8769413
Irx3 0 0 0 0 2.12302752
Stx1a 2.39308952 2.86805164 1.04966652 4.94337739 8.68013451
Mamld1 2.45227644 0.37029658 0.10480471 0.72737382 8.08728064
Mir28b 0 0.64005764 0 0 2.61287189
Trim62 1.01956988 1.32895021 0.71752011 2.09675322 8.33373772
Pgc 0 0 0 0.12977556 5.09736567
Plod2 2.40743774 1.98692106 2.22924887 3.32341076 10.6598977
Osbp2 0 0.03749422 0.04421649 0.14613081 1.93876752
Olfr1372‐ps1 0.44261328 0 0.0683088 0.23704104 4.81785201
Pim1 0.89280123 0 0.82671966 0.75136078 3.7262862
Gdap10 0.56035823 0.54999583 0.60536323 2.74376422 5.61304379
Sfn 42.1268323 4.50778353 24.9326708 20.1916722 116.372422
Saa3 0.36842762 0.09643053 0 0 2.16509158
Clps 0 0 0 0 2.4330386
Prl8a2 0 0 0 0 4.9331939
Zfp36 22.1313326 37.4533448 62.5745791 61.7693443 112.27207
Mmd 4.21511109 1.96274723 3.97120325 8.90959712 30.9891908
Fgl2 6.85163944 2.94810313 8.74773155 3.19284382 39.1549493
Apod 0.31520151 0.3299975 0.48645259 0.7395302 2.91878277
Btbd17 0.2885473 0 0.98860369 0.63578541 3.42216849
Rptn 0 0 0 0 1.96627117
Loxl1 1.07448859 0.44485732 0.36180337 0.55601066 4.50873039
Mak 0.0731688 0.44525749 0.20325941 1.54502691 6.28848269
Ddit4 12.4618184 11.2741311 2.329391 6.1113379 22.9188406
Myo1c 8.46725281 5.85143801 7.87258655 25.7250534 55.5853481
9130409I23Rik 0.17179054 0.67445484 2.38612943 0.69395966 22.1915146
Gch1 1.65152615 0.64839414 0.65540863 1.23465202 23.217125
Vegfa 26.8408439 12.5005987 19.703964 39.3442361 116.997066
Fosl1 0 0 0 0.28091398 3.55534474
Mcfd2 41.3055141 34.0763876 48.1487285 78.5544314 137.5232
Errfi1 28.4571886 27.0614166 40.4767458 56.4378928 127.163228
Itgav 16.9824034 11.0335993 20.2453193 24.6897118 110.493292
Khdc3 0.03867835 0.06074094 0.14326212 0.56815936 5.57908588
Satb1 0.30742105 0.59592874 0.58712564 0.16757897 3.91853798
Rbm38 1.65418604 1.27001291 2.31464418 3.94857145 8.10078657
Pgpep1 13.1037828 7.26849566 6.07313113 5.84962949 24.5980319
Frmd6 2.43389832 1.06538982 2.11127243 2.31157501 7.83525289
Nptx2 0 0.08028947 0.85215968 1.92447002 8.84955433
1190003J15Rik 61.2506832 6.22041207 59.4903897 67.4976479 272.822534
Trim40 0.11872861 0 0 0.0545014 4.6144483
Kit 0.50346798 1.39352446 3.42659423 6.96805347 18.4378684
Ivl 2.74539857 0 0 1.43139837 15.3458692
Ier3 42.8961297 37.4874128 113.568086 99.8562232 764.684524
Traf6 4.3244142 4.08776311 3.96021347 5.81854764 13.6801075
Man1a 2.71645505 2.11981035 2.32906848 5.55746855 10.2794908
Serinc2 30.4645654 7.76985399 7.30027395 30.7093315 125.079867
Spsb1 1.9431119 3.16885121 9.72803247 13.8010262 38.4487435
Itga5 1.98606703 1.2897887 1.38275663 3.01611047 12.8519551
4930539E08Rik 0.15614466 0.16718963 0 1.22502406 6.43833473
Mir1931 0.54799739 0 3.04462094 0 3.95224319
Kdelr3 5.67258686 3.98338562 5.16731459 13.506693 27.2004768
Gapdh 1.69381012 1.74561176 2.20562029 4.56798744 11.6646066
Rbms1 8.83141625 6.44873256 10.3900885 13.4349617 27.6415691
Slc25a15 4.43552736 3.70510937 3.9324518 13.2216069 34.0921171
Tmem243 36.5660688 7.82580601 14.1794695 41.3271242 94.5711524
Egflam 1.7469854 1.67181235 4.1326683 5.66369743 26.0521592
Kcnk12 0 0.4459418 0.03093493 0 2.78420775
Col5a3 0.27859085 0.3028863 0.29765847 0.37381731 4.36194189
Tnfaip8l1 16.0202924 5.23954165 2.32348134 3.13905045 23.6428999
Fxyd5 3.50447714 3.49544915 5.08689754 5.78263068 18.8233036
Pqlc1 7.92028535 4.92473452 11.6774082 12.0576237 28.1799253
Socs2 30.7447254 23.552603 25.4252556 68.0358727 286.001974
Gm129 0.65445423 1.32140933 1.68818229 0.94418311 11.7251455
Mettl7b 0 0 0 0 7.0698734
B4galnt4 1.21812496 0.01649102 0.29171489 2.00530063 5.53710048
Erdr1 1.09105787 0.79080481 1.47659544 2.23452251 6.65828357
Efnb1 5.24415674 1.32019256 1.946109 3.56499073 12.6232669
Gm12169 0 0 0 0 6.31571372
Col4a2 2.34421106 1.71319506 2.53718412 5.02175822 13.3693165
1700016D06Rik 0.36142662 0.36487847 1.00402583 0.09480569 4.63407207
Gchfr 6.22051093 0.48843827 1.2480203 0.190365 8.14185834
Mir1951 0 0 0 0 1.76148666
Lrrc8d 9.2560531 6.71915717 10.4116997 10.9359683 27.5412502
Ihh 73.6166332 86.6330068 213.15108 307.849299 799.662812
Nrg1 0.46513331 0.43827057 0.02871373 0.37009382 4.79585615
Fam219a 0.46381003 0.04855819 0.34358454 0.3122654 2.30438203
Gm10872 0 0 0 0.06165787 3.01381721
Bmp1 4.86086235 1.58649223 2.22342547 3.80403039 9.48002013
Slc41a2 1.1894517 0.54870423 0.92243361 0.95551425 4.45606058
Rdm1 11.5219196 7.7413165 9.84418195 21.5378581 68.7247177
Scnn1b 0.98493244 2.15825549 1.86648346 0.29440713 6.11230304
Lphn2 1.9287661 1.24373396 1.93567193 5.32219903 10.7761537
Tmem106a 5.0446244 3.29347349 4.61875569 6.8169864 16.2381869
Cthrc1 20.9528968 3.16729556 1.29692831 1.0286906 23.8390889
2610019F03Rik 1.27087337 0 0.53937053 0.29169205 7.74420007
Steap1 20.8613053 0.757963 1.04283275 9.89624042 23.1634531
Myo1e 5.15731606 4.67097083 5.71605413 5.61884787 28.1369942
Actg2 0.09918128 0 0 0.18211344 2.06645381
Parvb 0.51042888 0.23494694 0.09778945 0.93723292 4.24547605
Sik1 1.51856895 1.61256483 3.29445677 6.33353097 17.5118626
Gm3776 0 0 0 0 3.70704936
Slc23a2 1.12716622 0.5793105 0.41749516 0.79964368 9.05718947
Gja1 19.4689972 17.9587188 48.4052239 69.9155777 216.11522
Aldoa 160.13331 106.058675 155.89522 387.709426 882.875658
Ccdc71l 10.013251 4.83085625 8.83611771 9.69732143 23.9340322
Nabp1 5.10112582 3.28373478 3.53203207 3.56518498 15.8355872
Il1rn 1.69632786 0.38056196 0.02243961 0.5784521 9.04941136
Gsta1 0 0 0 0 6.00869493
Cd63 107.128981 63.5968215 133.688726 226.728586 396.964292
Aldh1l2 0.54072711 0.22927438 0.42059192 0.22835908 2.94652219
Mir3076 0 0 0 0 1.74191459
Gtpbp2 13.917397 12.7234655 15.9615057 28.8852574 48.8922419
Fbxo15 0 0 0.07614752 0 7.34767251
Nfatc4 0.97355098 0.52236603 0.88646776 1.32580531 6.96939204
Tmprss4 29.3409455 16.1948419 9.66905535 14.7099579 181.460322
Zdhhc14 1.48636596 0.75615157 0.15508182 2.88297558 8.11961472
Pramel7 0 0 0 0 3.03430283
Cited1 0.25758403 0 0.03975312 0.0788279 3.33704507
Baz1a 8.35857875 3.27331632 7.04605471 5.79416347 18.5298666
Hephl1 0 0 0.02295571 0.15931897 3.40701409
Homer3 1.1202008 0.39790905 0.59273602 1.64060373 4.87308622
Smad7 9.99981098 8.04792138 4.5822425 10.690553 24.9108299
Btg1 60.3676902 119.330875 187.581702 208.336837 386.932517
Niacr1 0.40192105 0 0.03101437 0.30749765 4.938556
Muc5ac 0.00766745 0 0 0 4.41776575
Lrg1 0.24098924 0.15138097 2.32078275 2.38948175 16.4535613
E2f8 4.89396857 0.48554901 0.58896217 0.69748065 6.58350272
Ptprn 0 0.01448504 0 0 5.44009535
Net1 15.3521367 11.945003 10.9526532 11.7080841 63.693121
Mapk6 23.5973464 15.2696449 16.3133403 62.6360538 197.634624
Odc1 29.3158165 18.2141257 12.5416786 18.9693454 84.6541767
Tgif1 48.2381159 37.4747288 53.2941502 142.465031 246.942776
Lrrfip1 13.4102395 13.7128143 13.763528 15.1368517 53.1491718
Junb 119.365745 131.072674 236.124971 232.678744 537.910799
Tns1 0.88336124 0.19010341 0.37566415 2.2948285 7.56647427
Dsg3 0.11112021 0.08725226 0.32338598 2.17151877 9.33713712
Tubb6 16.1159623 13.6526057 15.6502362 24.3392678 70.2059498
2310039L15Rik 0.20315168 0 0 0.18651026 2.44193634
Fgfrl1 6.85017371 3.18100938 5.57015083 11.1128795 23.846391
5730420D15Rik 0.11034127 0 0 0.10130253 3.27161624
Phlda3 20.7148244 12.1117929 11.6077471 14.8552178 95.03943
Socs3 1.38850147 3.27077915 31.6112278 9.4947689 53.0823532
B3gnt2 18.0037951 11.8653695 14.7426784 31.5707992 58.7849814
Pdlim7 7.29183271 1.62853636 2.83023016 5.47186255 22.2710808
Gata3 0.10141787 0.09556071 0.15025812 0.42830645 4.25861545
Glipr2 14.4053559 9.30762379 13.8475714 9.42971476 35.7959566
Pkm 138.853978 97.3458967 79.0650611 163.668672 503.151259
Cxcr7 5.70848339 3.17958778 5.88486673 4.3372683 41.0578057
Pi15 0.13187399 0.85797125 0.56695419 0.1729591 4.18180276
Trh 0 0 0 0 2.91370217
Tspan33 6.29148 1.33304502 2.83584398 9.53515842 37.479173
Dmkn 0.09040438 0.04732404 1.00455608 0.11066505 12.0984179
Insig1 9.55518714 5.47239617 2.91891152 6.73761263 19.6754779
Mmp11 6.29770211 2.5066788 1.63928968 15.773439 33.3033604
Fbxw21 0 0 0 0 7.42013416
Rrbp1 14.0342502 9.96449398 9.44926401 18.9993506 35.9788122
Akap2 0.26582142 0.21617903 0.35163769 0.35735355 2.784426
Hyal1 0.2098767 1.20065986 2.41539928 2.42231805 7.01571118
Pde3b 5.53916924 4.37844957 12.1775238 9.44597185 30.8048006
Dusp9 0.31398221 0 0 0.33260996 4.16124041
Egr2 0.13196295 0 0.57024604 0.04038435 9.90511973
Pls1 20.1967499 17.6591506 18.6692006 39.7566517 83.8352348
Gpr153 0.55249512 0.31180992 1.42289208 1.98139373 6.89017844
Prex1 2.13710591 1.32520358 0.92473173 0.81598952 6.60220308
Slc27a4 6.4593415 3.74325129 3.84185889 10.9193659 22.1390043
Ovol1 14.4590057 12.200823 10.827652 26.3633536 89.6665552
Mir1958 0 0 0 0 2.9861393
Inf2 0.49606806 0.54532188 0.64309153 1.67859232 7.64382864
Gm13889 1.01025081 0.39662751 2.10482122 1.15936857 5.99078294
Xdh 2.9144095 2.67911637 1.32960174 6.82622665 18.3419391
Xpr1 4.0570859 4.01552306 5.31949783 7.73901778 24.0762603
Slc16a6 7.58006329 3.44165867 2.37092764 5.83026598 41.5810623
9430020K01Rik 0.46503656 0.31950582 0.32296232 0.83609575 3.57130016
Fam89a 0.69426894 0.23363321 0.73472222 1.95771946 4.05342863
Mageh1 52.9436821 23.7709534 10.0209698 40.427099 74.8724233
Insm1 0 0 0.27974512 0 3.21637439
Inhbb 0 0.01203399 0 1.3929752 13.0551484
Lhfp 9.30257706 5.80923549 6.56169982 11.0912445 26.6665527
Havcr1 0 0 0 0 2.59045449
Bmp2 0.64822753 0.93654558 1.46460593 3.33271212 14.9603798
Wnt7a 56.033596 21.4266148 40.1172267 63.753035 126.776939
Mir3092 0 0.53338137 0 0 2.17739324
Mgarp 0 0.07166496 0 0 5.81450846
Fam3b 1.14944224 0.18050979 0.35478838 0 3.74583278
Pyy 0 0 0 0 5.86456215
Nppb 0 0 0 0 2.07689817
4833418N02Rik 0.29835414 0.53547306 0.27627116 1.36957042 3.31305324
Fam135a 6.63511547 3.51551686 4.40725399 7.74872685 15.7168264
Bex1 2.40966982 0.76866045 1.11565787 2.00487759 12.4307531
Itga2 0.6338737 0 0.10021216 0.51097974 2.79994806
Kcnc2 1.33665019 0.66939534 0.47754424 3.53653069 10.90524
Krt14 0.1571366 0 0 0.14426456 3.46284226
Elovl1 41.0313047 30.9540483 29.399621 57.888807 185.920107
Ldha 435.465417 338.587177 597.686172 348.609705 1726.36372
Btg2 45.180723 75.3536563 112.093173 180.71628 406.024866
Procr 1.99450646 0.64686677 0.76284219 2.82630006 6.87963608
Gm16516 3.44844767 1.85904667 4.86130084 6.42643395 12.5384855
Col4a1 5.68815493 4.86114831 5.92439204 9.70225516 23.6047202
Nedd9 11.8604452 2.76018067 4.83131117 5.98443812 18.3876977
Spink3 0 0.97070354 2.86184749 2.4118163 10.0304561
Tex19.1 0 0 0 0 7.36231871
Lrrc59 60.6609457 39.3244049 61.3407156 74.837241 163.238701
Adamts1 1.107998 0.40879833 1.29793718 1.49521284 4.16133946
Psca 0 0 0 0.20982404 6.95951857
Gml 0 0 0 0 3.03958251
Ripk3 4.81205852 1.35503298 1.41359246 7.73889433 49.7044026
Tmem125 17.1259485 18.45236 21.4363443 28.9381383 109.229832
Pdcd6 98.1170631 62.8634043 70.7265046 143.467509 239.478967
Fgfr4 0 0 0 0.22836539 2.47500261
Bcl3 3.76699678 6.16687692 36.1322672 20.1306061 64.8163096
6030408B16Rik 2.48646503 2.42096028 4.20576642 3.5002675 10.7862327
Nefl 0.03258955 0 0 0 1.64528664
Sc4mol 22.5595264 12.5484986 24.6307164 43.261177 160.554101
Fndc4 4.6826015 2.95497978 5.61287719 3.95615371 15.3549387
Ecel1 0 0 0 0 2.09184702
Skil 6.88478919 4.15955944 4.12764596 9.15924795 20.2565981
Gys1 4.30492816 3.68628689 2.72314779 5.62753282 23.5662447
Gjb5 2.44926534 0.93153929 5.17383062 1.0891805 12.6350143
Trim10 0.11619009 0 0.10759017 0.1333403 11.2661915
Rcan3 2.48634059 1.50720804 1.87286491 3.02778881 10.6228573
Rab31 3.41442103 2.50425315 2.39733243 7.40621717 13.2447649
Bean1 0 0.09060091 0.24930397 0.17655498 5.73275341
Pcgf5 8.25409722 4.03800449 7.8032283 7.77632829 24.1720951
Tagln 2.0969711 0.35513917 2.77938442 3.01991389 6.32624719
Slc22a5 13.4203767 15.6994493 42.4347925 20.9206844 158.303852
Amn 0.1161039 0 0 0 2.20194545
Pou5f1 0 0 0 0 2.46258196
Nab2 3.11496614 1.09369073 2.88440885 3.65031358 31.0500504
Acta2 0.53244381 0.53752897 1.38519205 2.63036026 5.52644753
Edn1 24.3152801 22.3255602 38.1270364 16.3211594 270.673017
Wipf1 3.81155429 2.48045992 5.21862478 11.2468612 22.117601
Cdk17 7.46452773 3.2890143 6.16613047 7.00096946 24.3571587
Dusp5 1.69381012 0.31033098 2.45722438 3.47296633 15.4736309
Fermt2 8.12381208 3.93152892 10.4272556 16.9658771 34.8866336
Igf2bp2 12.8449801 12.6074448 10.3610036 19.7928092 37.2999357
Gjb4 9.83816493 1.06307152 6.81159313 2.15448389 16.9972289
Timd2 3.68068342 3.66179551 4.12202448 6.05067055 47.0687559
Tns4 0.28800115 0.18306591 0.21588742 0.13850005 9.08872786
Ptrh1 1.2856631 1.00951041 3.76992769 5.96730684 24.1540402
Nipal1 0.12406505 0.23136448 0.25848506 0.95393011 15.0247901
Sparc 22.465271 19.310308 21.8268465 33.4635423 81.2388353
Gm16065 0 0 0.04466345 0.39854152 1.8939456
Serpine2 37.8576864 117.758148 79.4260859 30.6778062 255.362136
Plin2 73.9549632 78.8827799 123.170003 108.666688 361.924989
Cxcl5 1.73372468 3.34144897 14.7040168 6.94561946 52.794221
Cdh5 0.78528879 1.92691714 2.59052482 1.99766243 16.1124915
Dnmt3l 0.10378518 0 0.06406895 0.12704465 3.49307011
1700012D01Rik 1.31361677 0.1473514 0.7819638 1.2921538 3.60914678
Cldn6 1.99185772 0.10200122 0.24057762 0.23852507 4.78853015
Fam167a 0.41575339 0 0.14258555 0.07068453 8.61291417
Syt7 0.04680713 0 0 0 3.96094274
Ncf2 3.08976803 1.63712741 0.46521558 1.4529264 8.73641293
S1pr5 0 0 0 0 1.65464432
Ell2 5.02178261 5.55687207 7.14889346 8.84346898 20.2499361
Snord89 5.54993102 1.08945982 5.78154083 5.09530151 11.674534
4930502E18Rik 2.87300045 0.55333329 0.75292995 0.89580737 6.16837585
Pvr 5.64505623 2.37583724 8.00811916 13.4333884 23.7764104
Usp50 0 0.35151907 0.13818074 0.03425045 2.27206251
Mif 148.079974 36.6935574 58.5320133 176.151195 449.659216
Efna5 5.87760807 5.54984381 5.46553555 13.7180263 48.0939339
Sprr2g 446.46467 69.1380239 953.35921 102.449999 790.203098
Plekhf1 12.0468035 1.05102474 2.55638795 5.03075231 18.7040733
Hesx1 0 0.09006968 1.22150799 0.05265593 3.67686457
Ccdc134 5.452909 3.93111199 6.96863362 11.88613 46.8911483
Abhd5 14.5006934 11.7276127 15.0386995 31.0569796 75.9791272
Egr3 0 0 0.12793428 0 2.472633
Mxd1 3.45575785 3.89994359 2.29310058 8.516128 49.2975657
Rab27b 2.92170351 0.81265746 1.15342101 4.97793783 11.3689285
Ppp1r18 2.09925403 1.76932651 1.8012059 3.18268243 14.4919474
Parp16 0.52526532 0.53617394 1.24028759 3.11043225 6.9452092
Acpp 18.1392932 15.300354 14.090167 12.9347697 67.9337918
Tceal8 11.8089022 7.70892158 11.6775029 15.7672355 52.9222906
Mvp 9.74694292 12.7555972 17.9220908 28.1878064 79.1858255
Pttg1ip 51.6005269 49.3132084 53.1291097 106.790445 266.38037
Rcan1 6.11522228 8.0096599 12.8673505 17.4162326 69.7113385
1600014K23Rik 0.07763296 0 0 0 3.79488536
Pkp1 0.13083041 0 0 0.01334592 2.94719834
Gm12070 1.90167746 1.33766604 1.21063451 3.20081517 7.93703489
Fasl 0 0.23828413 1.09279957 0.46434689 2.70203918
Pitpnc1 3.69704067 1.85465522 1.91139864 4.25216953 20.7548438
Rdh10 64.7570547 104.595738 60.9112128 87.3916365 347.335492
1700071M16Rik 0 0 0.12057704 0.40646425 6.53217971
Fam25c 0.35537706 0 0 0 1.99347174
Pxdn 10.5892583 5.62058482 3.69759869 6.97002426 20.5268859
Dcbld1 3.92348016 1.65886014 1.51711029 5.36354177 10.0196079
Vasn 2.53566933 3.43612006 3.14327595 6.28923819 13.4371586
Sertad1 35.7895805 37.4121236 35.7836931 53.4695708 128.488195
Piga 3.21248791 1.59613596 4.38644039 5.39877898 16.187734
Notum 6.94428591 2.5107759 2.36276057 3.08393187 18.0920995
Tnfrsf26 0.15333619 0.06880028 0.20283837 1.56864086 7.1794733
Mapk13 26.2162268 6.41902191 7.87441048 14.7949128 40.6614069
Slc3a2 27.6455236 13.6407146 20.8632359 18.0945216 61.1436754
Pgm1 37.2809475 15.8367204 10.9336778 18.1865501 65.8981659
Galnt18 8.12930188 12.9453212 12.6867089 5.58009719 73.2821777
Tpi1 179.220134 138.166097 178.590187 310.156191 654.311428
Ucn2 0.52065221 0 0 0 10.1177075
Cnn1 0.09845751 0 0.18234016 0.12052299 3.10336067
Cdx1 0 0.02925978 0 0 1.85140636
Krt6b 0 0 0 0 2.24260797
Sulf1 2.11830735 1.06325365 1.44010237 0.87392173 6.10243105
Tfap2c 0.2125544 0.25034849 0.05904659 1.54162765 11.4632515
Slc7a8 2.69964109 1.39625862 0.86820252 6.69342502 18.6670718
Ypel2 8.9263655 9.08772175 5.05055949 17.9536098 53.0569701
Folr1 1.11235291 0.03639276 0.17167017 0.29785967 6.75966856
Pdk1 2.81818086 3.44886034 1.77499169 0.87409664 11.8105675
Slc12a4 1.27632482 1.40304912 1.41822766 4.84332875 9.0414095
Gm13154 0.71509104 0.50715569 0.93984408 0.91064772 3.5676284
Ptx3 0 0.31969581 0.06283557 0.03114974 4.86684774
Btbd11 0.08760596 0.12897887 0.04056086 0.97520905 11.4606572
Manf 87.2346763 35.3279323 46.97218 75.9092522 161.415313
Akr1b8 2.20039443 1.72776297 1.66707006 2.80065748 31.6991052
Sqle 9.37358711 1.90060785 1.91175162 3.72552204 15.1371617
Gnptab 4.87458632 5.01813065 5.9062175 11.2169577 23.8693177
Prr5 3.37608202 1.39522102 10.1683703 9.78797702 19.1658069
Prkch 9.99912573 6.82728154 4.40993354 6.31354178 28.2506875
Bag2 23.749271 11.7643653 11.0788975 28.4010422 92.9692927
Gng4 0.26365912 0 0.02034534 0.04034353 2.58822215
Plekhg4 0 0.02457625 0.01449124 0 6.15752386
Lyve1 1.27571775 0.58923604 0.34743948 0.34447522 3.76846885
4930500J02Rik 1.25297569 0.8944037 0 0.41830423 3.78809374
Medag 0.31744216 0.35608214 2.03662839 1.16575396 21.3317913
Nvl 3.13271842 2.17535931 3.31525392 5.08697586 10.2294788
Klf6 39.4332009 19.1121789 23.58408 46.5527746 101.330109
Tcl1 0 0 0 0.04297903 1.68814408
Hsd17b7 1.38293264 0.22389424 1.21456457 3.14139709 8.79716376
Rpl39l 0.56705817 0 0 0 6.4266911
Ffar4 0.32769693 0 0.99702411 2.83661617 15.5309255
Mir3057 0 0 0 0 1.72277267
Fkbp11 1.94926246 1.18271521 1.80498588 6.18220686 13.9873848
Sowahc 4.71166019 7.16092861 9.48868623 9.8854157 39.6331897
Eva1a 2.54502635 0.86885653 0.40985282 0.98202714 7.35978619
Metrnl 7.42483175 2.80090055 3.49880569 4.63335917 15.2876297
S100a14 9.58820275 1.02876845 0.38602272 1.80429513 26.5343702
Opn3 1.28906828 0 0.49150567 0.62654434 3.03822312
Pmaip1 50.1741786 17.228982 24.072084 25.3329982 262.074791
Serpinb9b 1.82552164 0.34508033 0 0.37244039 13.8161188
Nampt 17.7837025 12.3197372 18.6453738 29.6781423 71.565222
Il1f9 0.1583769 0 0 0.61796386 14.0241575
Fbxw13 0 0 0.24397973 0 4.85624674
Pfkp 1.60329794 0.6294596 0.90895608 2.31308281 20.2422187
Cyp2j6 4.17209697 3.14776611 3.10743301 8.94299825 17.6468788
Thsd1 0.32385038 0.15026184 0.34077304 2.79752756 12.1147604
Vasp 33.1707617 29.3670162 36.4026746 64.3380847 105.977434
Rap2a 6.59619678 6.68900127 7.43956874 9.62910617 28.0201074
Apoc1 1.81143582 1.42235032 0.5591202 0.55434993 6.1934741
Sfrp5 0.30889748 0.0269498 0.09534471 0.12604167 3.93305979
Gas7 0.27205544 0.5981348 0.49544068 1.08233529 3.70620126
Rhoq 17.4973626 3.52792569 4.58527399 7.84320429 42.7491703
P2ry2 0.30432122 0 0.46295153 1.31713544 15.9036802
Lims2 20.8229269 22.8722021 15.4182034 11.6334668 64.0215528
Mpp6 15.8480254 2.76532556 7.55491675 14.6037028 28.6922025
Ppp1r15a 10.2583326 11.5226837 19.4381147 32.796226 72.887142
Apoa1 0 0 0 0.60781516 3.6606733
Igfbp4 57.8887893 30.6087586 45.9755938 43.9315614 176.096942
Sfrp1 0.25356787 0.09369554 0.95301092 1.97192364 8.88089575
Slc15a1 2.58925697 2.2298518 2.4942884 0.36424146 13.9219303
Nsfl1c 32.268709 26.9637282 26.535498 69.8628306 159.666927
Lif 0.58109426 0.21546495 0 0.02963851 3.93224284
Egr1 4.2455527 1.71682129 4.32444533 2.18275286 32.2356264
Rgs4 0.02217331 0 0.36957827 0.44785292 8.36900821
Tnc 2.58091335 1.47123109 2.97672447 1.42506972 30.4417975
Wnt9a 0.74684877 0.47840354 0.43678106 0.50523032 6.52036745
Tgm1 0.21693842 0.10220481 0.0803526 1.03567173 6.6929852
Cd1d1 4.52908099 2.05596378 1.83481226 2.53382737 18.8274219
Cd47 103.779941 68.9683848 51.2041932 98.5317906 221.534404
Gem 2.08030201 2.26870233 4.49476162 4.03199313 14.0773248
Mall 6.36535048 0.3384138 1.1051649 0.15218554 13.4429403
Pspn 1.65092885 0.32407982 0.63697238 2.39984401 6.50461777
Snord83b 0.84690506 0 0 0 2.71467209
Mgat5b 0 0 0.32648204 0.11259011 2.39543967
Cd68 19.925794 9.14368063 9.46510631 13.0668199 34.7346064
Dkkl1 2.38315145 0.90727994 0.93620127 0.13260198 5.96070441
Adamts4 0.31957811 0.12546733 0.70693009 1.64629705 5.23570299
Cgref1 0.24497254 0.38470783 0.77125822 0.53977274 5.69295903
Gm15698 0 0.06313762 1.04240413 0 3.80171248
Tpm2 0.24866231 0.48812785 0.54686113 0.68487847 5.57944044
Fgfbp1 1.04505913 0 0.09677081 0.43175331 3.14047102
Derl3 0.09762229 0.07665361 0.4519834 1.47881973 5.90634214
Rpe65 0 0 0.6880546 0.16242483 3.23241883
C1galt1 18.7898089 26.4825788 31.3475548 16.6417729 65.5432269
Ier5 4.98560318 2.20790527 4.43192529 8.42205036 19.944123
Atp10a 1.01352964 0.72092797 0.76185112 1.69680342 9.07744849
Lrrc8c 0.80679008 0.47059735 0.36286486 0.50790917 9.14366619
AA467197 1.32461244 0.72006485 0.47175767 0.28063965 16.7387105
Cdc42ep2 7.21658536 1.99186282 1.13399027 8.43236518 50.9606401
Nlrp12 0 0 0 1.39682353 3.38001445
Panx1 10.3395884 1.55464604 3.31753636 12.147076 37.9779354
Csrp1 96.4543521 50.741745 99.7205099 96.1975654 258.954794
Chit1 0.22867922 0.20948701 0.63525989 1.64458227 13.4995836
Trim6 0.64751612 0.24083695 0.6469256 0.2346608 3.04505059
Lamc1 9.35140077 9.5462809 18.6573908 25.2298313 77.734824
Mast2 4.7824183 2.88791506 3.4373152 6.31418803 24.3357057
Edem1 7.69226314 4.11699762 4.27787087 8.34988404 22.9797131
Fhl3 2.32207797 0.30388494 0.68089891 1.1369931 4.40389089
Gm17455 0 0 0 0 5.0611054
Map1lc3a 89.61147 105.643199 102.798931 269.786463 613.637338
Il13ra1 19.094549 7.32288474 36.2473759 42.4693727 140.620014
1300002K09Rik 0.09042109 0.05679935 0.20094836 0.86334698 4.41999958
H2‐Q10 0.04427134 0.1390485 0.16397823 0.28451361 2.23504316
Sqrdl 7.98066867 7.97328951 10.6680135 23.1211438 40.6114944
Paqr4 8.29777781 5.12658855 4.52827149 3.65380068 32.8094164
E130012A19Rik 1.14750183 0.08790491 0.31099562 0.92502684 9.3300833
Rab23 2.79042665 1.04988283 1.84371351 4.64334475 8.54846429
Plec 5.31299349 6.51057207 7.01934476 8.93859595 20.5359945
Slc39a10 12.4219001 5.30521474 7.01103601 8.54420748 42.6402152
Prss32 0.17866216 0 0 0.04100671 1.96860211
Bend4 3.13936552 2.67154495 2.60260414 4.43647614 14.5412001
Rell1 26.2054382 7.3330061 24.5267396 30.1566364 67.7895095
Elf5 1.42332864 3.37562695 2.07111074 0.26668059 7.37888987
Eps8 10.6220013 4.62667276 6.22689543 10.4311227 71.0176037
Golm1 1.39499688 1.26174375 1.60241761 3.58278478 8.29213607
Ube2j1 19.6264597 16.3267401 14.5733205 24.3082918 62.0649807
Limk1 0.49060856 0.69341183 0.34526472 0.43240296 3.3810861
Fabp4 1.72948319 0.31952956 0.09420434 0.28020184 14.0222766
Cd1d2 0.05242097 0 0.04854098 0 2.56246278
Bcl2l11 7.89738547 2.14496189 3.20087159 4.84948887 12.7297749
Smurf1 4.02299754 3.40851999 3.78184587 8.72282561 16.5405128
Kctd11 5.1508131 3.81871276 4.2815215 8.8419018 25.4375845
Dio3 0 0 0.32326008 1.50635988 6.29439159
Prr9 0 0 0 0 3.53389266
Tdgf1 0 0 0.31336265 0 6.31862116
Plekho2 1.07787917 1.05010988 0.81326575 1.79591053 5.67841763
Fam115c 1.28677048 0.39693497 1.41848678 2.78464153 22.7467776
Ankrd10 21.2831503 26.6259379 32.2134619 30.5266014 143.484932

TABLE 9.

Gene list of cluster 9

D3AM D4AM D4AM D5AM_mesometrial D5AM_antimesometrial
Plekhs1 327.915397 717.55072 980.295058 37.4562271 6.67442148
Drd4 3.41678014 30.5464636 8.31649453 0.04481272 0.66495243
Ganc 18.3526653 25.5170358 8.86165952 0.90976163 0.67442988
Cdkl1 42.7022668 30.5287412 15.6950901 1.02795973 0.06187974
Pla2g4a 268.133236 269.804763 149.944016 27.7050306 10.6865175
Pex11a 119.666047 142.545716 56.1944429 15.8699223 9.09600451
Fgf18 20.3748966 24.0213339 12.9674662 0.60697486 1.34857904
Hnmt 46.4603429 39.2943814 39.2981629 4.49571704 3.95599651
Slc2a3 39.4169167 113.402888 147.034915 2.08689856 38.859787
Sycp3 24.8176394 35.1860566 30.6768625 4.21543104 0.79177936
Galm 268.021496 257.870529 104.416259 7.28038015 1.09403099
Kif5c 11.9173409 15.4587022 34.1916719 1.83810767 0.91679715
Slc51a 45.5299231 38.7019311 2.26834777 0.62041236 0
Meig1 37.2242364 61.7211394 30.5346156 0.25440422 0
Bcat1 196.496294 124.813611 36.3934667 11.5276323 3.16692198
Ripply3 11.387522 47.7887382 49.287415 0.46987411 0.649373
Lrrc26 11.3998894 6.36345628 3.20185489 0.0992043 0
Capsl 52.8035457 21.5427435 13.9153553 4.55668613 0.44192336
Pdxk 101.171571 54.2302472 9.35291536 7.26335531 1.62086281
Calb1 2159.92398 2558.94466 1539.93288 28.3373941 5.5775291
Ccdc11 7.08419208 10.1534761 4.98433913 0 0
Rnf128 1046.47538 764.57159 1028.32288 191.496095 79.1793781
Wfdc13 46.8139782 125.293966 75.5655641 16.8906399 0.72985248
Fgf1 21.8206421 51.2570082 7.38399115 0.09189531 1.32348077
1600029D21Rik 511.201711 362.426573 290.116146 55.5563137 23.014787
Gcnt3 164.583327 169.257373 40.2238953 7.1548648 18.9298042
Ifi47 54.9747825 34.7214579 69.8041993 13.0862935 1.06435914
Tspan15 12.2825901 9.70117883 12.9480142 0.73072701 0.3334039
Insl6 351.056262 372.164427 243.095299 11.2482641 13.1435374
Gstm1 1589.9255 3057.3585 1704.03246 230.225726 15.9114609
B3gnt5 55.5477241 83.3441234 13.2247077 0.81104399 4.89109023
Aldh1a1 134.274463 5.26661605 3.06085293 0.20624437 0.28288967
Ctf1 75.1025332 142.230802 78.7025082 10.9946757 3.80760513
Pla2g10 206.673838 339.393384 185.409074 5.50661499 11.6582151
Lyz1 22.8885298 35.9849009 15.8480743 1.46716488 0.12393068
Ces1d 80.7351233 88.1886138 18.1830668 0.12181036 0.05316118
Suox 43.7798358 24.0873119 6.7608558 2.01350091 1.00110034
Pla2g5 17.4566677 9.65572675 6.10485533 0.42106228 0
Dync1i1 65.1418697 61.8037103 52.906899 9.6791635 2.21935585
Akr1c19 29.7180485 16.4085631 11.4254998 1.25331289 0
Krt19 713.484228 510.853577 307.506346 30.8499369 103.906346
Ces1e 12.1426494 14.2523207 6.29192288 0.20216524 0
Efemp1 29.1787078 29.2992988 15.4818078 2.91115397 0.92400185
Mab21l3 124.485047 212.848849 69.5496505 8.06004237 1.13092263
Il17rb 80.3043513 206.333964 332.542235 17.4293429 3.16942247
Plgrkt 121.914143 105.264047 53.8665557 11.7182868 5.7650554
Ang4 17.9214859 14.73514 5.82128604 0 0
Isg15 109.37622 64.0734954 112.463035 20.1149833 3.80179772
Gm266 47.8219057 45.262348 16.5996576 4.23769727 0.34408189
Chdh 34.5817889 56.5849637 37.9879042 8.72995281 2.55476864
Cbr2 214.029747 205.821475 128.044551 3.40102643 2.50794755
Plat 336.746778 78.6472094 128.234616 15.0856745 19.6894137
Tmem158 495.917401 1426.69698 1222.43873 12.7478093 4.97546291
Acot7 255.727991 982.082426 498.046242 16.2549706 15.0591326
Mettl20 100.904478 146.160382 94.3292027 31.2456552 4.23625383
Ifit1 74.1109345 120.790863 142.88213 46.6385232 2.37713894
Anpep 77.1185858 88.0037189 85.4351353 6.10416526 5.90815904
Pfkfb3 63.4715593 126.228477 68.5216412 5.22331084 16.8818028
Bcl2l15 18.6630683 13.2109366 6.63571231 0.54349071 1.07361196
Kctd14 59.6009849 127.080354 60.8809088 1.03021935 1.0831616
Arl14 27.7693111 27.7358312 44.332641 0.09978299 0.95805302
Ctf2 4.70973313 12.1753187 3.22053238 0 0
E130008D07Rik 9.20771591 18.5034388 19.7160891 1.30869378 0.69978451
Rab40b 38.9172174 112.12849 34.2235528 4.17322952 1.93338509
Ndufc2 1421.8255 1177.78126 867.734852 209.148659 94.3856804
Pcx 34.9413758 76.4113761 55.9748429 12.0384251 2.69116018
Rims3 17.3541856 32.5990464 20.8288014 2.20605173 1.01626542
St6gal1 25.930951 10.4188043 13.2482353 0.96564182 1.1886514
Gstm2 1881.23579 3772.65992 1791.9402 47.2897026 8.23541282
Ptgs1 118.651576 84.3338522 43.1803224 45.8848447 1.0582861
Acyp2 205.83958 191.769283 144.078027 28.7303626 10.2801517
Gpr82 14.6772005 15.502878 2.46666727 0.2157902 0.16742471
Akr1c13 24.6661098 11.0555411 5.58757139 0.09719122 1.01800203
Dcxr 144.843829 226.125812 247.72314 17.347892 17.077594
Lrpap1 146.933803 305.871372 265.760392 31.1808966 15.3159054
Sla 35.8144587 39.8849504 10.8174067 6.41017532 0.81482491
Slc15a2 21.9860107 24.3325681 16.6152287 1.68446246 1.12140424
Mcoln2 12.3036309 18.8416069 8.60701169 0.85335789 0.88206478
Gstm7 730.670747 208.389036 83.6135345 10.9646594 0.36039612
Eppin 21.9387671 35.334573 30.9523021 1.0308706 0.48450605
Serpina1e 676.672207 597.486585 442.705921 229.057554 20.1722083
Bche 26.2254129 18.176029 5.24198829 0.60747253 0.02524921
Slc31a2 132.961773 204.144701 190.19283 41.7841262 9.99881895
Gm9895 32.9004759 53.0553806 38.19532 2.97545657 3.14803842
Fam189a2 194.841677 385.180059 251.564594 36.0910525 27.8514915
Fxyd4 997.244465 1837.1734 1112.10825 18.2635288 13.0171957
Thrsp 1319.12317 1299.79799 486.453969 11.8239957 0.85585399
Slc25a48 112.052663 143.837787 98.0752078 4.31638025 0.06976961
Slc39a2 26.1237917 20.7538828 13.7638434 0 1.65683393
Ifi27l2a 63.8032297 15.8148152 7.43400427 2.97409338 0.90293629
Rbm24 37.6019016 63.3069422 67.3899396 25.2181075 0.71319084
Ly6f 36.2121925 38.4180552 16.8003827 0.95573215 0.35751953
Atp2b2 19.5960314 21.6793146 16.9158262 0.41472564 0.40543316
Acbd7 374.814851 418.7293 204.631724 4.58815234 0.87909708
Myd88 218.159631 633.216923 447.641321 34.2876346 42.8757875
Pga5 15.7042275 15.6217459 2.47339616 0.12684278 0.44285964
Nipsnap1 119.531565 170.335938 92.4463786 21.6604693 6.66463586
AU021092 48.3859329 43.5910979 38.2467561 3.70913439 1.63780599
Chpt1 193.95268 318.441344 270.006375 28.2762346 10.0041357
Stx18 120.153164 154.367808 343.67637 29.6665939 13.9509293
4833423E24Rik 59.4838972 99.3399852 57.2671818 0.74615172 0.24810653
Ank 58.1980753 106.056233 67.6740159 3.04829037 10.3588113
BC048679 417.921871 122.668439 41.3943428 1.21474942 0.908825
Spink8 270.354795 104.143694 48.2901992 0.08817348 0.30784941
H60c 18.8898611 10.0155275 4.86595347 0.23378336 0
Rln1 8.0462056 8.37492929 6.06448887 0 0.29989921
Npl 733.782568 1135.33361 567.136784 3.28579761 2.34655636
Slc16a12 17.423485 44.9859636 14.3082761 0.21658323 0.04050964
Plscr2 21.7944331 12.396906 13.8567643 2.52083338 0.46756655
Ano2 8.48565657 14.0170505 3.98261022 0.03049136 0.02661443
Sptlc3 12.8816132 17.3342179 6.01880031 0.28209761 0
Il6 39.414977 11.2113133 14.8323737 0 1.87492187
Rasd1 94.5954527 111.447203 120.657376 3.42325726 1.4939976
Tsku 17.7468955 28.8940308 4.39947726 0.98357517 0.89584179
Sbspon 68.7000878 106.527207 80.8429217 6.42707019 0.96984328
Crip1 123.566669 72.1675733 56.4673881 11.65251 4.32555972
Gpr30 14.3730826 34.1636189 20.746056 0.47724028 0.49987186
Irf7 100.85186 104.17205 80.8814445 14.4280082 2.83916149
Alox12e 35.2747511 83.2047217 74.8470414 14.2608861 2.62531952
Lpar3 121.062599 251.875772 240.547232 26.4540945 15.0234895
Lrp2 36.2928961 63.1855703 63.64492 7.95064036 0.85141749
Oasl2 46.3094492 35.1052024 44.3259658 11.3783152 1.06647832
Ovgp1 49.9999331 66.6775298 61.2459164 5.90399145 1.42802503
1810007I06Rik 13.5939776 24.2873837 14.5945576 0.18087551

0.31575491

TABLE 10.

Gene list of cluster 10

D3AM D4AM D4AM D5AM_mesometrial D5AM_antimesometrial
Rgs19 15.9784305 6.85305371 9.82240271 23.4219505 17.5387008
Snora7a 8.59378854 2.77854481 3.27670445 10.2103523 5.67134983
Stambpl1 1.21983444 0.98370841 1.00743398 5.32714031 3.98931906
Rcsd1 5.32440012 2.51228618 3.14363764 14.4853506 5.75418977
Zfp422 35.6243321 19.7052818 26.6151817 79.42915 45.8841767
Elovl7 4.36583686 0.58390398 2.99870244 11.7272999 15.5801557
Mirlet7f‐1 0.73271561 0.57533271 2.03544883 3.3634715 4.69729777
Atg9b 0.51808364 0.02624532 0.2011801 9.00655263 3.68293064
Snora33 9.93701936 1.95065187 10.9268063 25.0882941 8.95841789
Efemp2 4.24831854 2.55745074 5.11403757 8.3206661 12.2274461
Sbno2 4.25843576 8.38696223 18.3367327 19.2125262 28.2009966
Fam199x 7.1601602 5.25191327 8.6752921 14.3090031 13.7870955
Lepr 0.87486288 0.1852443 0.32768456 2.77960449 0.7325809
Pdk4 0.07554207 0.02965804 0.01748769 3.86648242 3.20839177
2310042D19Rik 0.61104134 0.50644853 0.26719019 5.45404151 4.71976337
Nt5dc2 2.54371839 1.08945982 1.1991344 7.43064804 4.29919346
Snora65 22.1056575 7.81087295 11.7699541 35.0086076 24.8001399
Mir3079 0 0 0 9.57916685 0
Gar1 31.4514286 8.50052953 12.6376123 34.9044189 21.7910637
Gm2a 30.2615336 8.95118209 7.27854694 45.8870451 53.485291
Plekhn1 0.82621145 0.9267803 0.49182338 4.95754393 3.52323901
Myc 23.6219084 5.72023172 14.1208733 55.1281252 23.8523945
Tmem180 7.17900617 5.97387135 6.38279854 20.166667 14.8750338
Igsf11 1.93035775 0.58528132 0.10618696 3.38653869 6.14162735
Snrnp35 8.718779 6.14267776 7.18868834 16.3929195 12.2029731
Fam117a 6.36074313 7.69063652 2.606171 26.8729325 7.46534824
Fam110c 8.37738184 5.12046115 13.2078013 41.6846235 36.1104766
8‐Sep 5.28514882 2.95475065 4.3980417 12.9909816 11.3166096
Ankrd44 0.91338849 0.38361761 0.35404876 2.95448652 0.88514227
Ptgdr 0 0 0.11368368 5.22240427 1.06580905
Itprip 1.62769485 1.67237579 1.23463718 5.45282499 9.51901282
Blnk 14.9890483 5.95799963 5.70158629 42.7967665 57.6401781
Sh3d19 5.28770912 3.5211654 2.24101446 7.78596713 11.5629665
Fuom 74.3413261 23.1602397 20.159294 247.400405 66.8091242
Il7 1.7916747 1.79991968 3.95247155 8.3938659 3.3782586
F2r 8.68565889 8.26482201 13.6305906 37.6729218 25.954316
Oas2 8.84340717 3.39243803 7.42310209 18.267724 9.18291931
Jag1 3.94143108 3.86854429 13.3675839 16.2508394 8.638222
Cyp2s1 0.52248969 0.03907258 0.06911673 10.781588 1.63491411
Ang 2.35273547 0.76304911 1.70498773 5.72871743 8.93499719
Rin1 2.17059982 1.42235032 2.67510098 8.50162527 10.4489848
Mad2l1bp 32.5033107 26.1658785 33.8478712 67.6359216 67.0883615
Slc43a3 1.12822992 0.59059529 1.13758713 4.00513031 4.90227405
Zfp597 2.71039704 2.80124695 4.06499257 8.57105737 6.62731981
Slc12a2 47.2584713 60.2518067 51.9848013 184.751569 77.3682586
Mmp7 17.5284268 0.75815484 3.78265833 26.5254549 9.16588315
Serpina3n 0 0 0 3.53188706 1.50381116
Snx18 7.00948676 6.28687158 8.6768616 21.6349802 15.5467934
Nipa1 1.79894316 0.84209176 0.76882736 4.38304053 1.88514895
Anxa7 23.929281 22.7096338 39.489538 72.0254809 99.1921954
Prr18 0.55061939 0.08646993 0.16995492 1.73560052 1.61787733
Pam 19.9624377 11.5063738 24.6072849 56.163498 32.4523401
Dennd5a 3.82978843 2.74882476 5.17933751 10.4636207 11.1791895
Adam28 1.82315881 1.37853471 2.23532292 12.7395728 11.8096669
Tmbim6 136.123295 157.577945 121.416254 326.539205 243.986117
Neu1 30.2175725 18.46026 20.7191068 78.4372038 77.1509807
Ipmk 8.35460819 9.90630107 16.9773542 39.6663626 52.4021417
Snord96a 11.8566708 22.6098285 8.62642601 32.6562506 41.3987493
9530026P05Rik 0.32769693 0.66900498 3.15579806 3.48989747 1.83820133
Trp53 52.8884955 21.819524 22.5958793 65.2221779 34.1295899
Slc25a37 5.59360239 4.29370721 3.38051437 12.0257441 11.4007096
Irak2 6.95564158 7.46366874 6.27082078 30.0378942 11.5074245
Lgmn 27.5253183 22.4600804 65.4116935 168.523563 149.633624
Large 3.55473914 2.65164246 2.9460103 12.5809785 9.25792709
Mxra8 3.22744553 2.17217972 1.41423069 5.37055587 7.34328996
Mmp2 14.9465793 7.35824243 14.4558589 37.7606914 16.9608981
Tfrc 21.5912533 2.70923871 6.83232601 34.9301376 45.0047774
Cpeb1 2.70144764 0.97015802 1.84218796 5.71012475 2.04733699
Gabarapl1 26.187661 16.0862767 18.3232489 113.222456 32.215104
Snord12 16.7969503 6.20661958 20.1283274 47.1701398 21.3780427
Smyd2 14.5456603 6.38063695 10.9483052 28.3495592 16.6051671
Mogs 21.3527085 14.9177334 16.2843255 44.0486057 33.4862642
Snhg9 1.42539212 0.27980662 0.32997258 2.29010136 1.14223908
Tmcc3 23.5422061 11.5121253 13.6991571 39.8725297 49.9325186
Ftx 1.14910466 0.59468712 0.54008728 3.38071317 3.71822377
Aprt 60.844163 24.7153899 31.4476061 83.3061204 105.420027
Igfbp1 0 0 0.15890785 1.89062504 0.27503915
1700020L24Rik 0.14008956 0.10999917 1.10262588 3.92272541 0.78582613
Pank1 4.27443902 1.53946692 0.60515827 6.98913345 3.60933007
Fdft1 14.7825311 8.7099706 11.8323349 22.6890413 28.7114738
Mfsd5 22.685582 20.7522708 23.2249931 48.3563711 45.1477863
Capg 13.7771175 11.3520918 18.3643425 38.2579531 37.7823728
Slc20a2 9.50186728 5.15125671 6.88368986 17.9052907 10.7857751
Pusl1 3.88291463 1.87945148 3.25074128 7.56918261 3.79356603
Sema3c 57.4994695 15.1288701 17.9144145 81.9328082 111.116925
Gipc1 66.3819488 54.9752481 61.6554581 141.820277 129.867494
Cdkn2b 5.57084785 3.1612323 2.68763021 11.1315695 5.73968986
Vpreb3 0 0 0 4.17696229 3.99309325
2010204K13Rik 4.13604796 1.13667742 2.29794858 6.51859266 2.76202102
Ankrd13b 1.79840391 0.85954983 0.36202028 2.92529263 1.75444635
Raph1 4.54200097 3.92023899 5.75568163 12.9760569 15.7454405
Erbb3 3.48768986 3.45185317 2.68878403 13.6568657 6.73366983
Unc119 9.01051448 7.35491688 10.22915 22.8075401 14.4819597
BC048546 1.81837619 0.16348854 0 2.7271468 3.49272785
Pmm1 22.3688201 19.9197924 22.4676971 68.0360518 72.7976896
Nr1d1 3.12777803 2.35849181 5.51670944 15.8163823 7.49944957
Nptn 103.170733 50.6375889 69.1360074 168.77113 131.184536
Limk2 9.4193227 13.6863525 21.0575725 51.6847012 27.3453325
Dusp6 16.1805193 17.2817852 31.455459 45.913731 66.6810136
Nek6 1.87344096 1.48668646 3.21118181 14.3453293 11.2915674
Mppe1 5.8160899 5.79145332 7.04040149 14.5871095 12.2897412
Fxyd3 0.74669874 1.07490597 0.46095406 2.62787258 3.49047771
Comt 23.9652959 18.3056486 23.0720952 83.318795 62.796021
Ldlrap1 8.03243948 5.04186179 5.92319929 27.5253109 28.9166952
Fam46a 2.5705607 1.12547829 3.52108615 12.0500873 2.80984588
Rnf185 6.8464313 10.5909783 10.9522814 21.0703247 17.37054
Rhbdf2 6.00219466 3.68444065 6.03389218 17.3078959 18.6016814
Tcf4 10.7907899 9.43295473 12.7436605 36.4861997 34.0105365
Mafk 7.73306761 7.61272101 11.7563682 23.3121317 24.7506024
Apbb1 3.26469101 3.38569535 9.54447764 13.1389312 6.30182577
Prkaa1 26.7290878 21.0978399 31.1718822 88.9236836 79.4245697
Myo1d 6.03022349 5.19411621 10.4683847 42.2097138 32.4107404
Abcb1b 0.18014279 0.02357487 0.18071012 1.59873296 0.86614538
Anxa3 39.3230163 8.17606508 17.4311063 76.1399807 40.2483709
Ctsl 55.8484688 33.6428067 45.434261 116.823553 166.97988
Itga3 9.84961229 5.42327845 4.3425425 14.7546409 23.4205496
Tmem2 3.19847345 2.60362432 4.30221486 8.66571922 8.5515021
Trpv6 11.0913324 7.25748422 17.8803892 73.6512956 45.6360206
Glipr1 5.36895501 1.563138 2.6812943 9.30446363 6.6228205
Slc39a13 7.60277067 2.74833375 3.00198107 10.7728752 12.2539438
Ppm1a 33.693096 39.6014152 40.0329264 94.4306986 68.6148214
Eda 1.25039045 4.12762668 4.46596032 9.27741653 6.20627366
1810008I18Rik 0 0 0.34955127 3.72561663 0.37812907
Mb21d2 1.96905426 0.49874622 0.8626426 4.52911095 5.37844408
Zfand4 3.57571 3.27224736 4.40679356 10.0137247 12.2655524
Ttc5 19.4046281 15.3207338 16.1500486 53.4288323 35.3199052
Syt11 6.11136482 1.95086543 2.02296962 8.16704202 6.91120919
Sat1 980.573262 401.508447 664.668058 1259.57453 1526.05778
Gpatch4 9.11561252 3.88308882 7.10813597 15.3825048 7.92585925
Disp1 2.29472546 1.99524928 3.49344528 7.2843565 6.58672276
Cyba 89.4405386 43.8511166 46.7009018 140.248342 84.2040136
Mtus1 10.9284806 10.1675916 15.8071951 30.5367271 26.3302072
Atf6 4.92823166 2.36708977 3.33359408 8.15859296 10.2932378
Runx2 0.44216483 0.09577669 0.31060781 1.66577165 0.87971371
Vps37d 7.22227909 4.21177828 3.55895943 39.9778215 5.44912401
Dpagt1 16.0205096 8.35938802 11.4430333 24.0107725 20.409204
Ifitm5 1.47163192 0.36110445 0.51101536 3.12437565 2.57970426
Mybbp1a 8.10988221 4.31576395 6.33624295 15.4000754 14.0385538
Prom1 41.2038798 19.125365 42.6826401 93.5729729 36.7977867
Ptpn9 10.7560701 6.71618672 7.87565471 20.945571 16.7878307
Ddr1 20.6411439 22.1256072 34.9406861 75.8609756 59.5364318
Id3 407.692808 37.9870518 29.1470008 306.259433 230.579775
Ndfip1 119.218382 109.731974 98.5364328 329.443598 446.837344
Dusp7 8.79099053 3.77817339 3.81636094 16.2722071 28.3088237
Ppdpf 51.2202229 60.3918881 69.7041198 131.232783 82.8119747
Tmem132a 12.2797593 4.37345206 2.78646664 23.3198763 9.19635046
Diap2 2.37948115 1.08584593 1.12314207 3.96483997 2.37111701
Snord55 5.85233111 2.62587751 0 13.816106 6.6996715
Arhgef37 0.10082203 1.04499207 0.70953288 9.81168527 2.97321229
Gas5 32.5803116 17.4825455 33.6444125 85.3273476 44.9119326
Ephb6 0.97123793 0.29960145 0.35331638 2.67503329 0.8894883
Slc1a1 46.7455962 113.732789 167.084659 273.014651 207.479503
Abcc1 7.6583905 8.1099132 8.78049528 21.9102258 25.1205509
Abca3 0.77813422 0.82524091 0.78604347 2.93179212 1.39288382
Snora62 1.01893265 0 0 1.87093102 0.81652246
Arid5b 4.68699949 9.18355961 11.3003493 22.7675736 19.7680561
Mir3068 0.82546442 0.64815964 0 3.78922739 2.64594621
Ptger2 26.9292433 57.8769747 92.5165874 261.612563 173.026484
Mir1247 0 0 0 9.49155251 0.63728583
Snx7 25.5620211 6.17946026 9.95754195 48.1495432 41.2812094
Vamp5 0.791404 0.59034443 1.39237216 4.32312217 1.17325558
D030056L22Rik 70.6493289 58.9590806 114.216842 450.656926 362.533972
Cst3 180.07918 116.072987 117.758853 354.700282 244.595797
Hhat 1.44914866 1.13788026 0.29819744 2.8931787 2.69121196
Cmtm3 8.23216873 6.27383235 6.83815081 16.1159405 13.0643594
Cfc1 0.06282436 0 0 2.076409 0.25172176
Slc2a12 45.2252254 90.7582003 86.2436227 172.861693 146.076346
Trib2 1.14951525 0.64646127 2.54600806 4.76334226 2.21577511
Xrcc6bp1 2.7231255 1.31293876 1.19442822 7.63175381 2.33531407
Mir1904 0 0 0 5.23860687 3.91930783
Fam213a 112.646087 42.1763424 53.9811095 191.061375 165.44222
Prob1 4.23627185 7.99379066 7.01108371 26.8296679 11.994747
Frmd8 17.3430962 13.407651 14.8959795 33.8493143 43.1957405
Slc43a2 0.53200908 0.66554667 0.18369325 5.37271785 2.18943634
Tuft1 8.72371666 3.29514856 7.65410264 51.8606902 26.9643487
C2cd4a 19.0522318 5.98397087 4.24302758 165.306166 24.2734252
Tmem204 0.87975298 1.23766065 1.79899047 10.2643546 2.23247064
Cd164l2 0.13227523 0.5712482 0.12248475 1.82159613 0.79499145
Fgd3 0.41936778 0.37868362 0.31066229 2.86835985 2.89012196
Lifr 7.28921914 6.30828128 16.7661389 65.9825027 42.1427686
Gng12 34.4816337 15.1865155 20.8018859 58.360355 54.0181169
Maml3 0.19026752 0.10222051 0.03709151 3.39249901 1.40433839
Nefh 0.01633559 0.02565361 0.06050599 1.81469061 0.35344459
Slc25a45 11.171015 6.89991219 6.3251045 44.4532395 30.7614704
Mocos 2.44204663 1.2605851 1.82159967 5.6880455 5.09165742
Kremen1 7.04344721 7.81582516 6.28830769 33.4426538 31.5014267
Snx33 2.94338476 4.75695778 2.40799008 13.8393145 4.19067095
Birc6 4.03230577 3.20191191 3.14409375 8.82023901 5.11041153
Agpat6 13.9385026 8.5427572 9.12511392 34.838026 31.9984057
Tmem28 0 0 0.08528952 2.57913655 1.99286839
Crlf3 6.31617044 5.69906891 6.15649774 12.9200742 14.8958117
Ccdc107 13.6992616 3.83720062 7.34411944 16.9165262 8.9877657
Gpr125 4.22600893 1.41885404 2.01058376 5.15080899 8.99178258
Tm4sf1 99.2918259 286.901969 419.742296 1347.76284 521.667702
Igf1r 3.4571233 4.7323013 4.64810097 17.9039571 10.0344053
Rnaseh1 11.3684071 7.83708193 13.4280948 30.2841711 25.4293228
Wipi1 20.5289413 28.2090348 23.5624393 53.8399788 56.4851996
Ppp1r14b 166.612674 56.3863622 88.507694 192.769006 149.550665
Pdia6 121.40115 42.8913922 58.6515779 122.669684 179.54426
2200002D01Rik 23.4093245 12.5234158 27.6317867 96.5946558 121.006375
Rassf1 21.36984 12.9333714 21.800963 62.7930127 72.2771885
Prkab1 33.0668733 21.5703483 37.3615515 84.2438917 57.2768015
Dennd2c 0.17043666 0.06176672 0.81338838 2.58785795 3.86625192
Agpat5 14.084635 16.0206646 16.6851165 90.6724806 54.5775642
Fam210a 3.41157187 1.6125766 3.31545017 10.884853 5.62472576
Mpzl2 29.0167686 5.63632851 34.3420809 71.5980171 40.1680305
Snora61 1.05180144 0.82588083 3.89580529 9.65641819 5.90003329
1300002E11Rik 8.07116137 3.27223206 2.54718161 13.7009427 21.4626405
Map3k6 0.07525005 0.25998187 0.50169844 2.50090757 2.23116224
Ltk 0.87628208 0.14401297 0.2641843 2.22640792 3.21709851
Zfp398 1.29373392 0.92751309 0.98963312 6.09370519 2.14859505
Gnl3 9.48407799 3.85937093 9.42313414 16.7152394 10.2351351
Ninj1 27.5939923 15.6056457 16.4298361 47.8112126 38.8699316
Rras 15.6480481 13.2071091 11.6812386 36.2636271 53.472727
Yars 15.225137 15.7675996 19.4559824 124.280857 47.5117205
Pop1 2.5561906 1.34312126 1.67291138 6.2640072 2.74147478
Eps8l2 6.74456952 3.32454085 5.00417143 24.6901853 6.66644638
Ado 22.2262564 18.8230226 20.2822898 52.1924515 40.9594855
Gabbr1 3.24168675 3.43570844 4.46897326 13.5861456 6.26716484
Csnk1g3 19.4121279 15.4755858 18.2226869 36.052679 38.0097339
Zadh2 4.59486159 4.3325793 13.0734123 18.532414 13.3279283
Mir17hg 4.20990386 1.35728342 3.27870574 10.6736655 12.0869063
Pnpla2 14.1127985 22.3325229 18.9355925 51.0116195 27.0423104
Kif3a 4.97661846 5.09409615 18.7995172 30.6505155 24.9082895
Cdr2 5.55487847 4.50373366 5.3111989 34.6077764 12.4639372
S100pbp 2.69957835 3.64327766 4.2964735 32.1422562 11.729192
Gpr137b 0.19688199 0.51530974 0.42538901 2.8117313 2.68211606
Tpra1 12.6216173 12.5701862 10.4988651 33.0609572 26.5430069
Cyb561 33.6074795 14.3844806 21.6009334 74.4621473 54.9188917
Fam117b 7.71840561 4.92245272 7.46355759 22.3619194 18.6121087
Hspb6 13.3868525 4.25094888 7.70193356 25.0323511 12.3051476
Tmem40 5.13240149 0.85933665 1.11824041 6.09784927 6.16928084
Hpdl 0.56988992 0 0.18846749 3.9987939 5.61066123
Sri 52.5713053 43.1896156 58.4505078 171.257712 153.424107
5330417C22Rik 0.92151215 1.12385347 0.83515008 5.85017518 3.12664766
Zbtb2 5.13286927 5.6329833 5.68857593 13.061151 13.8295171
Btd 22.1625721 14.7654905 9.11060749 45.9967718 31.6719898
Pld3 13.8318695 11.4760798 10.7431692 35.4128164 47.9831464
Fkbp1a 335.317633 319.272142 411.324393 1629.61855 1692.23659
6430548M08Rik 0.65377728 0.29334278 0.46124748 2.49616259 2.45320562
Upk3bl 6.75250477 0.44184229 1.9684462 19.057307 7.71586328
Cebpb 108.830679 77.4537841 159.594617 408.499876 613.01727
Myo10 8.18165925 7.65097307 11.8339055 19.6731932 31.6267847
Zfp948 14.2124822 6.26995243 21.69395 32.0673399 36.6425853
Atg13 7.26399452 9.28647867 6.18553133 18.2809807 20.8707987
Tmem159 17.562326 6.27809908 6.50497326 30.7622961 22.8880911
Tmprss13 0.46235168 1.01020195 0.72596002 5.66585277 2.52910534
Reep4 18.118697 7.08279357 6.36392625 41.6579037 24.8457518
Mtr 3.49036697 4.88750529 11.9719556 15.9688386 8.88050123
Olfm2 1.53942349 0.57080551 0.31677368 7.4591873 7.09330466
Tmem184c 2.84480525 2.82560869 2.9719678 7.18794678 7.11184368
Rorb 1.29729638 0.94238274 1.45180914 3.98070431 2.45165213
Soga2 0 0.01407107 0.36506447 8.76905731 1.90993108
4921507P07Rik 0.25145896 0.13163139 0.69854092 5.8741142 1.70161322
Tnfrsf1a 12.0437366 12.6170064 18.0734633 33.6159857 40.9087227
Snora43 2.81489307 2.5786495 7.81963796 9.90651247 8.27096136
Snord45b 2.89829731 1.13788026 0 5.32175936 5.80638197
Hmgb3 59.3835917 21.3970961 16.5183556 55.7844748 50.490278
Rnu73b 0 0 0 1.68647304 1.4720405
Ifitm1 1454.45358 373.976538 406.87976 2932.69329 1464.20364
Ddx52 23.3517207 16.1835055 18.7414831 90.3912769 74.4552873
Ugcg 15.3253608 8.30233416 7.74499501 29.105831 32.0795188
Abhd12 18.7976756 20.2527645 17.9589296 58.9262424 44.6592541
Sowaha 0.45060593 0.19813835 5.3074694 10.4581838 1.45881736
Calhm2 0.28643495 0.2998806 0.38311604 3.27253138 0.56108523
Slc19a1 4.36563612 1.71396189 2.57709965 11.4228559 8.83347482
Nop56 37.8537512 13.942786 23.4848189 57.6898373 33.7811932
Trex2 0.1925542 0 0 1.59102796 2.05737944
Abcf2 16.9808908 11.0449123 15.2546593 29.8999937 32.5771201
Tmtc1 0.64070915 0.66873983 3.00260814 9.00270668 6.66210325
Pip5k1b 3.87242812 1.52032695 2.22320005 18.6767208 13.8815284
Atp11a 20.6332835 8.03533337 16.6397418 43.372017 17.6157344
Ctr9 7.18845136 5.25144969 5.23804612 13.8257452 8.28827268
Arhgef5 8.85248384 7.41505656 10.2521571 18.8788601 24.9641135
Gpx8 239.023949 84.8706356 138.243571 299.761453 168.807983
Tspan9 5.74128361 9.01618096 5.59290928 25.9131088 31.1018185
Ubiad1 4.63288434 7.03416886 8.27497902 27.8989203 17.3663606
Tfcp2l1 32.4721854 52.1546863 56.1638959 199.908274 112.260476
Gm8615 1.04212385 1.2398211 2.45633825 6.32039459 2.65715785
Atp5g1 156.117386 92.4986531 183.450689 594.973309 692.170232
Lrrc8e 4.97747811 6.39067354 7.31844806 15.9632196 15.1058761
Ptprk 3.55776904 1.97291526 2.52215078 9.98314498 8.08776274
Ccdc85b 3.23020866 2.82724849 3.44390604 9.76744177 6.21009769
Klhl21 6.278404 7.13840926 6.46483633 26.0691062 31.0056325
Atp8a1 3.34439193 1.54582302 2.57705064 15.2577964 17.9175599
Fam108c 51.2252682 23.7719354 31.4606296 70.1691092 74.7902471
Ept1 3.73794291 2.20129147 2.60487735 9.074665 13.10103
Smad5 8.67065531 5.89477479 12.4893817 39.4431374 36.1614186
Ftsj3 8.05757002 5.61195393 8.34640589 17.4907562 12.5126011
Tgfb1i1 1.01287158 0.60917582 0.87803675 6.90500915 7.08048561
Tspan4 1.70406582 1.27277237 2.30917713 14.9579087 8.06010193
Zswim4 2.32470374 1.87247774 2.69427013 6.65066925 7.05499446
Fyttd1 27.6448918 27.7741639 33.3442657 71.2936627 57.1896271
Zmiz1 5.06094707 1.86446027 3.04934129 7.31962915 9.99314988
Svopl 0.22049599 0.15149293 0.94431291 2.45450968 1.08225463
Med13l 2.75720215 2.0933569 5.21669076 8.8113907 7.27499993
Wtip 9.33978162 12.0219523 22.48607 30.103328 20.4485626
Lrfn4 14.3872313 10.8934785 11.4191539 45.7381425 31.6695469
Slc16a11 3.19373878 2.36194393 6.60245817 18.0359456 21.9921677
Fam131c 3.03725677 1.33272277 1.11670857 4.34671098 3.72244762
Tenc1 0.18010452 0.35898708 0.30789028 5.26579439 1.39886067
Ctps 11.6440836 3.50197898 11.8984087 58.8074083 14.508442
Fam115a 1.36075757 0.93149106 1.77697914 5.2213891 2.96377121
Snord42a 7.24574328 5.68940128 4.02566547 22.6174773 9.29021115
Umps 12.9653561 3.3404686 7.76619527 20.3843718 10.0164147
Slc10a2 0 0 0 1.10257445 1.50773454
Ogfrl1 2.26167709 1.38476551 1.63303729 5.58652897 2.49204544
Bin1 4.70161672 1.77286842 2.43507667 6.68200539 7.08827974
Lphn3 2.50210027 1.18937071 0.93507371 5.346253 5.30486721
Tcn2 8.65614828 8.04575275 8.18539391 27.576049 18.4812889
Wls 174.651459 101.41065 95.691333 285.489615 285.556984
St6galnac3 0.13428405 0.05272032 0.24868976 2.20370151 2.09836816
Mcoln1 4.23452529 6.08726151 6.15311505 13.0684812 9.9711994
Ugdh 16.5566124 28.9152987 30.4150401 66.2196193 59.6830441
Zdhhc13 25.4127814 13.6148531 31.5346583 98.3735066 103.62474
Mboat7 17.6388563 16.5348225 17.9477586 42.428558 37.0519749
Gpc1 16.376359 6.87629496 6.47710534 24.3895243 19.449418
Atp2b1 44.7152805 16.8048795 24.1455237 54.5965488 76.2533495
Ncdn 4.81026513 4.08142675 5.89002392 11.3398338 7.69529953
Map9 1.0697318 0.20587251 0.50498859 4.54463528 1.61361017
Serping1 50.9152807 88.9891133 183.079303 417.443775 111.520818
Ydjc 4.54505715 2.32748234 4.43738126 20.5008684 8.35327224
Deptor 1.21429972 0.53632994 1.38795856 10.2947476 4.40926882
Cadm1 16.2769091 3.3498344 6.40050528 40.9139819 34.5444653
Cisd1 113.799467 84.36822 101.559405 256.354387 146.862353
Srm 14.1913993 4.78115349 12.0951847 31.242294 29.7096126
Gnai1 3.43111927 4.08931285 7.24317198 30.8630376 11.6036716
Gcsh 47.2626232 15.9320257 31.7055029 77.7366943 32.0892718
Nle1 2.21431883 0.6954786 1.09355938 3.7270386 2.12933532
Agpat9 5.07730916 2.84766696 9.08818117 30.3198777 18.7632719
Slc44a4 12.5973967 12.5991731 11.5877364 55.5040211 81.628569
Snrnp25 18.1056494 12.8626969 24.4588209 89.3729359 47.9235877
Tlr4 10.1225634 4.36690395 7.28513564 14.5393621 9.93244591
Lrrc20 2.01531738 0.13675402 0.9676342 3.6090909 4.32654101
Afg3l2 8.89250312 7.41780344 9.2018972 19.9109154 12.6798623
Ric8 13.6709373 13.0298219 14.1447801 27.6849868 36.1416455
Rhbdf1 3.66108499 1.13245994 2.87645372 10.2668852 7.1300553
Snord100 12.4669407 3.76504497 3.55205777 17.6087626 13.8328512
Zscan29 2.49361038 2.43266405 2.08163756 6.94607532 4.66259873
Apbb2 6.1949695 5.59508369 15.0418407 33.0116704 39.4962874
Snord87 5.28743429 4.15172526 3.26405308 14.5629226 10.5927239
Atxn10 55.9072588 43.2863726 47.4613508 188.571331 199.569538
Smg8 9.61675024 8.90238512 12.8793799 24.3122288 19.5661192
Snora52 0.4866544 0 3.15443936 2.68073699 1.55992351
Smtnl2 2.90768585 5.21022534 5.68410464 21.2647282 17.5253602
Arhgef28 3.76121104 4.36863118 3.0390269 12.836757 6.16168542
Cblc 9.14219234 10.9372064 11.2268107 24.5314855 13.8661432
Stat3 23.8348943 46.1035504 58.0298735 89.1041846 102.837793
Plekha5 1.80402492 2.38416173 2.05871262 7.09153205 2.84041011
Serpina3g 0.83935838 1.34348733 0.44840333 8.44697571 0.90545065
Cgnl1 3.99728153 4.8065922 10.3890064 24.3414941 14.3758246
Mxi1 11.2806126 15.8926575 12.573488 31.6556601 27.7050911
Rhpn2 12.742732 22.3340847 31.0089789 45.9425365 36.4388879
Herc2 2.38817734 1.83183447 3.55714999 6.09387569 7.61080238
Swt1 7.55588006 8.27817193 21.6977662 29.5758082 18.7630985
Grwd1 11.3829027 5.46505581 10.9213637 18.4771653 15.3859964
1700021K19Rik 3.83239201 4.54257643 2.52027906 10.6674233 4.71422141
Snord4a 8.38436008 6.58345005 10.3517112 23.0926344 13.4376268
Grasp 4.079778 1.01697342 1.6490437 6.30208345 2.33523803
Rabggta 4.01972331 5.38784291 5.26323754 15.0438427 13.2336267
Sf3b3 11.4829609 6.39610988 9.01771539 18.8007026 16.5804013
Galnt3 13.0989822 2.82153533 5.35990476 15.9912802 21.2916433
Bcap29 27.7994055 13.4641608 27.4258484 49.0169021 24.6713401
Csdc2 0.41903094 0.55523073 0.46076894 2.71698256 2.18263997
Trp53i13 3.77139347 1.49940297 1.90084497 6.8810816 4.47592988
Chmp4c 2.04014224 0.88678378 2.15901612 5.11736218 6.36431364
Cds2 2.52086744 3.80415995 3.18046052 13.5173523 19.3235101
Tcp11l1 0.6870252 0.26243821 0.34387803 1.92633445 1.17549476
Grb7 22.4717795 23.498153 24.3101826 52.626472 34.9036954
Snord52 18.7898089 11.282372 13.3051655 65.9582463 36.3144906
Tpbg 22.4263736 10.7581962 18.3166697 44.7173627 31.6324576
Fam174b 5.47895076 1.49139645 0.87939294 17.6613653 7.20052073
Wnt11 37.7750641 78.4598639 133.548709 215.084593 315.812614
Fry 0.37072815 0.76830778 1.40691943 3.38127627 1.74840821
Pinlyp 1.69729055 0 0.90991069 9.26751587 0.64426978
Rab11fip1 7.02468671 6.64727788 5.54192365 14.7475874 17.4060241
Rhou 32.6155287 10.0979691 11.1731048 39.545714 47.1201606
Sema4a 4.89702163 6.4284131 10.452257 21.4899401 13.075723
Xkr5 0.71864267 0.29020246 0 3.33657221 2.05673165
Samd1 21.0969734 7.81296825 12.5376834 26.2779535 32.9794645
Prss29 0 0 0 1.7742953 3.27438644
Plekha7 2.07189273 0.67686987 0.58816541 5.7342821 3.81750762
Gla 2.7745079 1.68880645 4.89930923 9.35959162 7.56629787
Rdh11 3.19015254 1.23619774 2.4936619 6.46624191 7.27088873
Wnt16 1.25256547 0.36882073 0.90613719 7.40286754 3.45037104
Sfxn1 24.7618764 12.227151 17.2129433 37.7754956 21.2005263
Arhgap17 11.6631398 12.3725429 14.354912 34.4284718 15.9513496
9430008C03Rik 2.59037607 1.17841634 1.92272484 4.73748991 2.45471571
Etv4 0.36290752 0.13151869 0 1.66589749 0.76059627
Cpeb2 1.87625279 0.88245132 2.19597788 4.16211792 3.32762419
Rab34 5.23571151 4.28122721 4.41352028 15.2823779 5.4109307
Ptp4a1 24.7643326 12.5748307 15.6483242 42.7744947 42.3349792
Tm9sf4 11.4685513 11.2137442 11.2708298 24.8240604 22.1372971
Fam196a 0.54847011 0.70672744 2.07056548 2.93086974 3.62883221
Zfp169 1.19954613 1.33332601 0.53374208 12.4573792 4.31941554
Slc39a6 20.9644999 13.7442569 23.7215604 85.3321905 60.32086
Gadd45b 15.504517 3.27612443 7.67929077 36.1772445 34.6319038
Pde4d 2.87712235 0.62471224 1.51626356 10.1920487 7.04278136
Snord35b 0.75827546 0.59540246 1.40430191 7.65776419 1.82293387
Rab5b 16.5287815 17.4443922 21.0662973 38.8135716 38.8804551
Pkib 4.04940944 1.50078096 15.4087195 13.9487992 15.7923206
Chp1 66.0915697 75.365924 124.587673 465.110279 389.573759
Arhgdig 3.60180843 0.6946362 2.10645286 7.77379092 7.03855023
0610007N19Rik 18.7324206 11.3596205 15.9207876 30.3184183 30.8329454
Mid1ip1 114.207553 125.387883 108.833739 432.260485 216.491473
Igsf8 8.58971179 3.76234601 4.65332299 21.5391772 9.92704014
Spop 45.8654041 38.1280695 40.7944344 121.276839 125.36708
Heatr2 3.31264025 2.34842631 1.70024478 6.1520774 6.12830329
Fmo2 0.50824458 0.3683785 0.14480811 14.1060123 0.0783235
Fam20c 11.3865129 1.38206382 2.21337822 12.0098685 19.8512093
Rrp15 17.3790229 6.46394849 10.5623896 35.4674185 25.1801515
S1pr2 3.26637592 3.29237467 1.7804453 7.29496942 7.98248604
Rasgef1b 2.13309265 0.56400273 0.66512163 6.07490554 1.02910174
Mir1949 0 1.4629889 0 11.9739586 5.22574377
Slc7a6 2.98959756 0.85112223 1.58652232 5.28074044 3.79672
Tgfa 6.22972868 1.70722398 2.64157524 11.580395 5.73361341
Map1lc3b 160.286676 150.323819 150.609739 570.301741 503.710419
Zfp57 0.72726791 0.444154 0.54249209 4.1359863 1.60269093
Lpar1 10.276118 8.66494846 7.92102831 19.395637 19.1254507
Lasp1 38.3899868 16.80967 7.40520753 47.8191004 66.7945344
Ckap4 52.1022384 40.0151304 33.2479918 96.7364405 97.2723351
Map6 2.90066714 2.03478669 2.37984966 7.34298358 3.08502617
Nipal2 10.5361632 4.60506833 5.98324397 18.6887667 27.3241504
Ngfrap1 193.201797 67.9088878 65.7282161 261.882473 166.521835
Myh9 15.8804752 14.1505622 13.2714246 30.4587875 38.9998867
Rora 0.75366308 3.45724567 6.97879963 9.68696161 5.49910993
Epas1 2.79026101 2.11439072 3.1930026 10.9067728 8.12372724
4922501L14Rik 0 0 0.3606868 1.19203171 1.61272331
Dusp22 9.87127815 8.1949577 5.84652283 37.1158108 11.572908
C3 4.42113149 0.21946259 1.65873417 8.15292912 11.3616405
Tnip1 7.37882351 13.048863 18.2798749 30.3767037 32.3074025
Sema3b 2.9986749 1.04316729 1.19504621 4.61743163 2.73758405
Cers6 2.2235029 3.06185336 3.85664898 9.8411924 8.44363179
Gpr160 14.8100891 11.5825481 32.5192016 74.8779503 76.2541668
Rdh12 2.45420337 0.85646901 1.8757581 14.9495659 9.20904667
Enah 3.1328377 1.40908213 2.09826547 11.1557753 5.93502149
9930104L06Rik 1.57376953 1.53161313 1.88831351 4.82295747 2.48675774
Slc22a4 7.90619599 4.98451971 25.3296296 23.6300244 30.3833067
4930523C07Rik 1.65751419 0.27549791 0.48173548 5.2094495 5.60385881
Spint1 46.2561369 37.5140206 37.6808661 153.728989 123.680532
Selenbp1 21.4792212 32.6676305 21.5737443 116.328606 46.302881
Cmtm7 26.1535008 10.4030477 13.2772608 40.1764748 19.6252646
Grk6 10.4966087 4.4052071 5.3812087 14.1782303 10.7318697
Zfand2a 7.30639664 8.19339727 5.54079842 20.3742341 20.3242063
Bri3bp 4.50733344 2.30083687 2.60101311 7.68506069 3.95595085
Cryz 3.04338559 2.3896847 3.27577086 11.5106662 4.31483431
Tyro3 4.97100141 4.69931992 7.58597693 17.774783 24.9493885
Cluh 3.35781621 2.17185702 2.91914805 10.2573733 4.89762243
Nfe2l1 23.5683916 26.8069345 30.8066387 85.8129596 56.2731109
3632451O06Rik 0.0237306 1.50930624 2.10951902 20.0873177 1.73050467
Dtnbp1 24.9895177 10.5927097 12.3535688 37.7956631 43.2420324
Cxcl17 97.3027052 71.1474602 203.560953 430.589852 260.187032
Stx3 16.4535721 10.6153393 14.5807048 29.2734182 23.976695
Kank3 0.47039563 0.75815484 2.22374459 23.8206313 4.97973305
Aim1 3.85149946 1.97471938 3.46871661 9.01760498 11.2674815
Ibtk 5.77094598 3.03602564 5.38655415 15.6297247 16.3154195
Cxx1b 13.3916862 8.56181005 9.85177061 26.1930343 35.3755707
Tbx3 1.89912044 1.71286579 1.84173007 6.03174614 6.31366918
Tirap 15.4589749 14.4841311 23.6677374 35.4815843 31.8611494
Tnfaip2 6.64903501 2.16579729 0.93030084 8.82115154 7.59708968
Pip4k2a 1.7660325 1.56372481 1.61792087 5.07108011 3.01108831
Haus4 10.6426135 3.22650356 6.54456012 27.1998239 5.99297647
F5 0.10566301 0.09679511 0.30168031 5.9821289 0.59271196
Fbxo31 3.35417186 2.36328976 1.81640245 9.71939001 3.86381055
Frzb 2.38960643 0.96447042 1.48894476 8.48838843 4.59937037
Tmem160 34.4061675 16.0210748 19.6343807 132.448143 56.7458066
Fam13c 0 0.05835283 0.20644438 2.52442431 0.84862506
Steap2 4.69097058 0.71124058 0.55546851 3.60727755 5.5377213
Prss28 0 0 0 1.05652576 1.93220778
Cry1 5.96764798 4.07463752 6.72723938 12.1089435 10.8638639
Slc15a3 0.38932352 0.17468524 0.18025368 1.94034296 0.71310789
Mrps6 107.181264 128.996233 164.665201 410.108081 322.053209
Tm4sf4 0.8862819 6.33647911 19.9987458 53.3603446 12.4849672
Met 7.27406399 2.22461406 3.76725309 18.0635409 27.2128329
Casd1 18.4882077 13.7135755 14.1487152 35.3486543 18.9711177
Ethe1 3.60091484 1.0344366 1.42321507 6.97473007 3.16711744
Awat2 1.10528287 0.57858318 0.75812909 6.99044662 5.11748919
Plekhg2 2.24600831 1.41897182 2.59373339 5.28541718 6.64079078
Ets1 3.84053033 4.22994617 5.28666938 18.5407046 10.6993489
Slc13a2 0 0 0 2.40462883 0.47701906
Mrm1 3.50147546 2.00518664 2.53534038 6.04257093 6.22363509
Chodl 0.15465223 0.24286772 0.11933791 8.6610056 0
Cited2 26.4291154 13.4187809 6.624254 48.041784 45.6224151
Il15 4.97334286 3.70585904 4.60523598 17.1455905 5.8560864
Map3k5 3.89359615 3.77886805 4.01969378 12.7110908 11.9379127
Nin 2.14976664 1.27219501 2.90716561 8.40399643 3.87990257
Prdx5 127.01114 106.651466 154.297672 432.576657 594.884087
Cxcl14 28.0549469 4.73649663 16.0960516 83.5293387 57.4631595
Camsap3 2.71715373 3.15857124 1.56022649 10.8841499 9.01367815
Fads1 0.69775376 2.23594458 1.78116488 4.951637 3.05263228
Golim4 4.33906131 1.83931705 1.74691366 9.04974929 3.38892255
Frat2 12.6976864 14.4806736 22.283934 48.1844971 68.4894652
Mgat1 7.02915856 10.0955952 11.4680416 29.9348964 20.3538933
Adpgk 7.49498981 4.45527781 4.2765568 15.1673372 7.27501359
Acat3 0.16376617 0.12859019 0.12131589 6.55530629 1.25984782
Sdc2 36.1390468 7.85147681 7.72811119 64.6405822 21.3730239
Dhrs1 20.6584958 18.9014983 17.7747772 39.4383611 60.7479391
Polg2 2.06758686 3.40931148 6.47118704 18.9821791 6.06411611
Fyn 4.35334481 2.83466506 5.52231722 12.656328 15.358156
Nfe2l3 22.8907385 5.49483449 9.4707578 97.0060086 55.5851519
Rab11a 144.818587 129.449121 133.116143 486.708311 447.783299
Chpf 6.08776824 2.184308 3.09858022 10.8635451 11.0814845
Myof 7.63897857 2.29532936 4.8859571 9.1821729 13.6205247
Cp 5.05872005 3.13030586 7.43125637 45.5450012 4.06215038
Acat2 12.9418189 8.58343199 10.9658662 48.8821285 15.3801996
St3gal1 4.63381819 6.46254606 9.57348349 25.9083837 20.8252756
Tspan14 49.0667923 50.3980769 55.2878652 160.434602 107.385236
Ypel4 0 0 0.56209425 6.13028463 2.91863349
Ntn4 1.83923471 0.16990332 0.1502737 9.03882396 0.4551664
Stk24 6.94172608 8.79271107 8.77388628 18.119102 26.5956657
Klf3 18.4869785 18.8974668 21.0851623 45.9760682 46.5438976
Uck2 13.8519969 5.01705618 7.09083185 15.6727206 25.3274642
Zbtb42 3.07496178 3.15060002 2.30914394 8.48643124 5.49920132
Cadps2 2.48199381 1.4150538 0.59955302 4.30967398 2.21378521
Cebpg 26.4480417 23.3263033 37.3970795 74.7926761 53.3577113
Chst14 3.18715493 2.57617835 2.54618036 9.40933974 3.68080658
Kctd15 2.00069031 0.40335308 1.40197305 3.99628385 2.40488208
Trim27 18.1022935 14.615969 18.0838945 61.5502484 41.2689565
Fjx1 7.22783044 0.69623081 6.81725796 29.0098378 18.1512237
Tek 0.32227522 0.550114 0.62279311 6.05901857 2.76221093
Snai1 1.11016117 1.61426896 2.36057307 7.88952503 4.77763459
Bok 19.9915724 15.9120476 16.361294 38.9655355 25.6543147
Gnpda1 29.4870248 35.8209652 38.3838451 208.086575 87.4744066
Fbxl5 51.3973142 38.3265286 61.8728332 110.888643 169.538328
Lypd1 0.09571187 0 0 2.66543598 4.09060178
Stbd1 2.36536103 1.23819716 2.55533425 17.282313 7.66091404
Pros1 4.84600629 3.35100516 3.02848228 9.70366672 9.33282679
Flot2 17.8245285 15.3803481 31.2660018 57.741089 49.4510198
Chrnb1 3.42899996 1.45345803 2.95040629 30.8681854 11.7694741
B630019K06Rik 0.39945905 0.49009008 1.0403232 4.21747392 4.02134188
Mycn 19.21685 3.39260138 7.62953548 59.4085463 44.426874
2700038G22Rik 3.71278232 1.98090833 5.20104225 14.9018973 14.5329079
Rap1gap 0.74845671 0.28631184 0.23101965 3.41811059 1.72243467
Cebpz 3.502909 3.41615265 4.75437313 9.58915249 5.67820576
Tmx4 4.19371852 2.7855627 2.11177322 12.1903134 4.09165483
Itpr3 1.90775021 1.53784707 1.32994732 4.47525036 6.93471893
Lama3 3.29778705 2.53993093 1.96184045 10.0091734 3.01660127
8430410A17Rik 29.1065679 28.3135663 38.2395302 111.782477 79.2218299
Syne2 2.70539333 2.12193344 3.30312914 9.03918641 13.0799996
Pelo 6.9691882 4.69049877 8.22034743 14.2819162 10.7706169
Pink1 25.880717 62.3068794 103.899942 191.046887 94.3770208
Slc29a2 1.2393649 0.26917103 0.39068326 3.41352235 0.73959172
Dtnb 2.93390966 0.75500183 0.61640624 5.83985124 3.45748643
Vat1 3.62817599 2.19287685 2.40921048 6.50853897 10.3673248
Dgkd 2.16456082 1.86149536 2.88456535 7.94899251 5.93792803
Il6ra 0.17556243 0.22975446 0.39738846 1.98789919 1.82893216
Sh3bgrl3 294.605568 200.617785 157.752563 717.167291 510.821997
Gbp2 16.7876936 4.5260288 15.2991686 62.6742841 35.3349681
Snhg4 20.169732 13.4795806 21.877096 64.4471531 20.3399931
Cdk5rap1 5.19707373 3.95081267 8.18415746 13.2503704 7.21524013
2810459M11Rik 0.97886055 0 0.2356664 4.70906206 0.86285172
Setd8 60.9722152 46.678857 38.418787 106.641702 101.384773
Itga1 0.39244748 0.20543475 0.42396678 4.2535376 0.81242757
Pigf 9.04978549 3.18722582 3.08086643 9.83575167 10.7181071
Khdrbs3 1.10236348 1.19017586 3.06231288 7.4955842 6.87379925
Pcolce 2.28812946 1.16449734 2.23648082 7.74144819 2.81830236
Rap1gap2 0.63075269 0.19970597 0.19782911 4.27774806 2.7555404
Spire1 1.64215941 1.41031785 1.82948795 4.87627272 7.01152322
Amot 1.54704872 0.84469508 1.19536649 3.47084895 3.18552802
D1Ertd622e 14.8619775 11.6510128 10.9610431 27.2672139 24.6781837
Lpcat4 14.0229133 5.11507686 4.88921516 14.2592093 13.9023467
Npas2 6.17794954 16.9538714 18.5922182 51.1328135 39.5056228
Ubl7 11.90448 15.0535552 12.3957441 35.5092833 22.4890879
Tlcd1 6.5059207 5.02866801 6.07144402 30.9381704 15.6405737
Zranb1 12.5088713 9.50908395 15.4156301 32.0600348 23.36475
Prdx6 192.086703 113.071366 106.799146 284.009574 181.378536
Dos 3.84063988 2.89133508 5.31622489 11.323279 8.99513272
Impdh1 3.68305223 1.93505799 1.85568466 7.85666716 6.35856696
Ccdc125 1.63933268 0.7003958 0.44646937 6.10871083 1.0625357
Acot9 22.4533789 11.8418934 20.9084951 44.8249934 62.1147838
Hpgds 1.30502472 0.97813539 1.51969482 8.15086021 5.67257814
Pqlc2 3.79100687 2.30133086 3.27441769 7.80910341 8.8840197
Sgol2 12.9556459 1.52214595 4.32595514 13.1766605 6.98566929
Rbp4 0.1508366 0.07895854 0.60524654 2.72345241 4.47230192
Zfp52 19.1883954 7.68716513 40.4793132 56.7287101 61.3413791
Chn1 3.50245191 2.57372186 1.88473596 6.28547885 8.36712116
Pus1 11.2314781 5.64417552 8.00013011 16.6886651 10.5511838
1700011H14Rik 11.8465109 2.23773367 3.98427045 116.199726 5.8213084
Frmd4b 10.9701908 18.6633631 29.7182006 54.1078163 38.3332049
Slc26a11 1.30810967 0.26629441 1.0094072 4.9817361 2.48475187
Tgfbr1 12.729285 5.15118754 16.1353447 40.4485646 62.3750532
Lipg 0.30995786 0.59493079 0.71754006 3.54128164 3.62918038
Bcl2l1 80.4213329 108.564143 57.6598901 179.558877 248.459762
Tbc1d30 0.74429496 0.2247788 0.39231683 4.32071727 1.04606636
Foxp1 5.57662765 6.06874538 6.72916556 31.2388483 25.4234809
Uap1 27.4500366 14.8926246 21.5830685 47.3084127 76.2688491
Acsl4 128.817788 143.402006 97.2678546 295.380322 291.157065
Bag1 124.525806 97.3608811 123.052866 418.955407 220.612385
Nhsl1 3.65465538 1.46164794 0.80650362 8.31764438 5.17989791
Slc44a1 3.52119251 2.40558578 2.48687388 7.99968555 6.93471184
Gstm5 47.6739684 9.61140348 32.4130145 281.473461 42.2189617
Ngef 5.51138984 7.88345231 7.31614735 31.2794898 17.2183933
Sh3gl2 3.67193405 0.21897909 1.57095641 5.39809607 1.50850052
Zdhhc18 5.45148652 3.12947046 5.89639094 10.0098424 11.4903955
Ube2f 33.060365 23.5173051 49.7522633 69.2258206 60.7305806
Sytl2 0.10400588 0.07424186 0.07004203 4.34895841 3.833879
Zyx 18.6701228 43.7906542 59.3447157 80.2274869 75.685403
S100a11 2058.95559 1236.63201 1212.85153 2965.45537 4286.97623
Maged2 17.0834598 16.6056509 13.8279972 37.7228369 25.5150362
Rsph9 3.73824972 2.66350952 13.9103409 40.9300919 18.4176957
Ttc22 0.23152079 0.06059717 0.4049486 2.03108567 3.85488791
Pcdhb22 0.17009896 0.03339068 0.61034706 1.79589858 1.19270318
Slc16a13 2.47639327 3.86870285 7.83476033 16.1042164 15.5242625
BC017158 3.35129626 2.25553544 2.9165853 13.718233 4.58363151
Dhrs13 6.91752441 3.34709043 7.82511809 22.8974494 36.3464862
Ctsz 48.4055183 29.259778 32.3382603 113.421668 142.254274
Scarb1 4.41756607 1.71783213 2.25956707 15.1026381 13.4015042
Snord73a 6.71296804 0 4.44007221 7.92394316 6.14793385
Mrpl21 14.3965323 11.5107141 15.4614773 47.1353913 30.1323129
Ocm 0.08872339 0.13933228 0.65725151 2.93239801 0.63988699
Cpxm1 0.91581885 0.35955324 0.54872764 4.22872142 1.35985897
Lgr5 5.95224507 1.17386925 20.7264946 19.1135997 6.4559178
Epb4.1l4b 27.6589027 23.1163098 45.2174798 116.631039 60.8201871
Emp2 64.5292416 51.3534621 47.2020979 115.493007 179.1944
Acss1 3.26602786 2.0800983 4.68764886 68.9485454 9.46566276
Amdhd1 0.51178112 2.00926811 3.96580427 25.0261174 3.75580097
Pkhd1l1 0.71666823 1.1214449 0.48823716 2.90912958 1.81725763
Slc35g2 12.1371914 10.4670626 10.6292808 27.9518275 38.7397409
Klc3 0.76762639 0.51663846 1.62470804 5.73864045 3.95445857
Hdac11 9.56995925 5.37915326 3.41390636 29.190725 14.6253775
Snord49a 2.10360289 4.95528499 6.81765926 26.0723291 16.0143761
B4galnt1 5.65075449 2.28856123 1.3586162 14.5806336 19.8289092
Tmem97 10.3223305 2.53526209 6.43260874 15.674837 22.6200612
Snora34 1.10528287 3.47149909 1.53521141 13.1916493 3.10001749
Osbpl3 6.77035566 1.68343928 1.27997006 10.2732593 11.1748782
Ide 9.93151436 4.56962992 6.54454479 13.9784629 19.6018028
Slc24a6 1.69763163 1.42185662 1.17374488 8.16689641 3.59145181
Ppp4r1 6.69054997 2.9126779 4.06226243 15.7683039 15.6772313
Pstpip2 1.4991193 2.89752002 7.66157818 13.1279475 14.8778912
Lacc1 3.98980159 2.2437738 0.99851149 6.38545124 5.72477098
Gjc1 0.83029336 1.26866209 1.80780917 4.01741555 2.10396428
Ugt1a7c 2.09849396 1.89646709 1.44821299 7.72454825 5.79051754
Tmem176a 195.227131 186.880816 272.083181 696.608313 261.75419
Pcbd1 17.9533417 3.79293419 3.13107314 34.6653492 9.61278792
Mapkapk2 45.9555693 31.3171952 32.180232 76.1025064 96.5144184
Cyp4v3 0.89026197 1.5728379 1.19533412 6.06871278 3.90593135
Cxx1a 9.76896682 5.86343003 6.01481782 23.7131336 24.3048318
Flot1 12.4726018 17.1085066 27.6972438 40.2194948 55.4965351
Tmem173 16.4587279 9.14209181 22.7427365 48.2183301 53.0746696
Mir1192 0 0 0.99809888 3.46354173 3.4550372
Mrto4 20.404948 10.6813921 11.1679752 30.0636486 22.6448897
Ipo4 2.76305414 2.52407113 3.3277794 7.11275024 5.52820305
Snord65 20.5931651 9.8815917 27.5440269 44.1145842 33.0046975
Shoc2 30.4465686 23.0195904 19.7938904 52.0396822 55.891767
Cep85 0.82653202 0.78144648 1.04650641 2.89592635 3.41984784
Irgq 3.42883149 2.57528092 2.12984261 6.75539301 4.95780067
Specc1 2.06106448 0.3988376 1.89946768 4.44808526 5.21321952
Epha1 4.36338528 6.10137443 7.69341201 29.1209014 9.86712389
Ampd3 2.06124516 0.56347852 2.2338626 4.07916406 5.05322448
Dsc2 5.75918454 0.8348578 1.0802567 6.86008042 12.3543399
Pcbp3 0.77954204 0.7533552 0.99947557 3.22058196 4.97346648
Emilin1 1.31778818 1.18255454 1.16795433 4.89120998 4.13352712
Ppm1m 5.73358816 4.00731742 4.84246716 30.7736519 14.4402195
Olfml2b 0.84280051 0.0496329 1.26818218 10.2716834 6.07840955
Gyg 25.7243055 9.87366995 17.1463529 35.7599703 18.5251234
Dock1 6.96612032 6.66448869 12.484584 21.0400813 17.667078
Mcph1 2.49891081 1.3191922 0.78439033 4.19956979 2.14958068
Rin2 18.7359331 23.4307552 32.9478719 143.11156 40.5087718
Naaa 34.7042407 37.2416378 75.5310501 149.970867 64.9768635
Snord47 12.0390811 14.1797386 24.1539928 46.9747605 32.9623838
Fth1 936.743694 737.163411 719.984008 3721.15923 3281.63567
Snord58b 0.59827238 0 0.55399066 4.94337739 1.4382781
Rnase1 8.40356824 0.10557652 2.92587026 10.4309227 16.3775887
Prkar1b 1.66660032 1.04689969 2.79988781 7.95640912 7.28818591
Moxd1 1.03644917 0.26573915 0.45048803 7.92308643 6.28852072
Snord72 29.3452603 22.188665 33.2117401 73.8394111 70.5475409
Thsd7a 0.8536803 0.8565135 0.86185838 4.0003907 2.44184754
Eif4a1 179.852452 118.424282 180.673151 304.444265 288.472175
Snord32a 0 1.2643114 0.74549361 2.95653298 3.87092131
F2rl1 10.4348168 7.04156305 11.6563173 21.6799903 15.4914102
Cnn2 19.3951714 14.6545185 20.1622134 50.9329999 71.3481178
Rhobtb1 0.46539484 0.05536831 0.03917711 1.87740483 3.52602088
B230208H11Rik 0.60687698 0.21660157 0.25543563 1.87409673 1.28211988
Rpp25 0.58138208 0 0.35890034 6.09373077 5.39657046
Psmd1 17.0439643 11.9676626 11.7394637 34.2191905 32.5004027
Mir744 0 0 0 2.39479171 4.70316939
Eva1b 9.47315813 6.08594796 9.61374989 22.9727818 16.6779057
Snord2 3.83598174 0 0.88801444 5.28262878 5.37944212
Klf11 2.53837566 3.84484652 4.64033262 15.6064402 6.04989422
St14 35.7633438 27.9031353 37.9416716 65.2352709 96.6573966
Gypc 1.13567562 0.1877346 0.99626918 3.10049798 1.22141582
Hpse 2.68717864 0.08307043 0.07837116 2.99154708 4.54412502
Susd3 1.40973666 0.78556587 0.75797049 3.42351674 1.38478566
Ifngr1 30.664096 15.9053867 14.4417632 37.992646 41.8756599
Tac4 0 0 0 3.74486274 0.29334568
Krt23 0.46610045 0.53234164 0.51007457 4.43479947 1.2223962
Plk3 2.9203376 3.98041763 4.23485721 8.57450771 12.5179414
Ece2 4.62966529 2.04171074 3.43546944 8.57362216 9.71965471
Nrbp2 2.53426838 1.66168811 3.48374896 8.9468881 4.14542174
Srgn 73.7629026 30.7336847 49.8272666 100.655291 127.579459
Nradd 30.701036 25.6023058 47.2600676 83.9411528 91.9892524
Snord35a 1.46543123 1.15066543 4.07089767 7.39963731 5.87162221
D230025D16Rik 5.13334791 5.83208219 4.98475818 14.0968234 10.3204344
Chchd10 34.7382945 7.61587577 14.5866676 76.9844698 75.3543432
Ppan 9.79541237 4.62710733 9.17880637 19.2758519 10.1950477
Icam1 1.4383043 1.33103756 0.57079148 3.63133048 3.00495703
Tulp3 6.06890057 3.47535745 4.70695029 15.2247428 17.8889569
Las1l 23.2181728 36.9154109 194.891484 148.614432 122.577685
Snord68 4.0757306 4.26705096 7.54812276 14.9674482 8.70957295
Pik3ca 7.03528601 4.59962923 7.51680274 13.1932424 10.2733305
Exoc6 7.49230535 6.48254504 6.65052309 17.3935659 11.9505666
Tmem38a 5.41356583 2.22310098 1.9014355 17.5096293 5.85901615
Hexb 8.55796451 7.95620211 5.99095097 30.8620139 11.7133469
Mospd1 24.1800332 11.4502041 8.23274998 31.796222 38.9620485
Smad6 13.8281267 10.2374753 5.89419212 25.9146932 37.9222604
Klf9 6.31532145 12.6010736 13.82396 34.8246603 37.0910897
Dhx32 6.64886234 4.9268448 3.85305929 11.0158802 11.8205548
Nucb2 5.13508272 3.63798306 4.54049303 15.8447587 20.2965537
Prps2 8.85502326 2.66016261 3.23668815 15.1237877 7.06725106
Noc2l 5.10454159 3.40138353 3.88111734 9.39429064 5.72298689
Nr1h3 0.73667429 0.85508683 0.53385544 3.82272744 2.56667179
Slc35d3 0.0496095 0.01947684 0.04593761 1.63964438 1.37153412
Mfsd7b 1.48389702 0.82689121 2.02416015 6.41619017 3.18377832
Oxr1 12.2247815 8.56942937 11.248533 40.7629143 19.1291271
Snx30 1.65048901 3.41727859 8.20469984 21.2698465 20.5145423
Gpr56 8.20209139 2.84911788 1.75028933 26.107816 6.58627644
Slc8a1 0.56449712 0.28356766 0.16233395 4.12995022 1.82629897
Atp6v1b2 35.496476 35.1202735 61.6847682 98.7709606 89.3962515
Prrx2 1.84833841 0.72566323 3.04866606 12.6209129 3.61034556
Dhrs7 39.1070101 14.2147771 12.1325654 81.4945416 104.955697
Tmem139 1.81933223 0.98212856 2.47436282 4.69771696 3.4625678
Bid 18.0702937 8.96283787 14.3697736 52.3029602 16.3321765
B4galt2 3.98199849 2.23334943 5.50695713 9.06830327 4.55853937
Dcun1d4 2.7145831 2.61594042 3.0278184 10.4786298 4.09110972
Eif2b3 1.54030594 1.2476509 3.1378571 5.07598193 4.54751447
Pkd2 5.98065764 2.76064771 3.18608405 9.76387641 7.78046271
Fscn1 5.74606188 2.11192624 4.91321376 9.20383016 11.109849
Lad1 14.2759548 6.02407195 12.3111093 23.3916403 23.1420805
Smpdl3b 0.37263823 0.10639919 0.06273764 1.52395836 1.3030426
Snord69 1.10528287 0 8.18779418 9.13268026 1.77143857
AI413582 20.8841204 10.7714567 9.28999724 41.2603439 13.7821814
Rexo2 60.965347 24.2924204 39.9945183 158.279024 87.5980491
Cdan1 1.28707282 0.48124635 0.62428083 3.57305624 1.56346657
Nnmt 0.54684855 1.61020791 0.6962629 4.58123152 6.73759417
Tmem222 53.7270398 46.2292647 35.8561297 103.176418

60.2265206

For the validation of our RNA‐seq analyses, we performed the immunostaining of implantation‐related molecules on days 3, 4, and 5 of pregnancy and compared the variation patterns of these molecules between the results of RNA‐seq and immunostaining. Cox‐2 encoded by Ptgs2, which belongs to cluster 1, is highly expressed in the luminal epithelium at the antimesometrial side on day 5 a.m. (Figures 1C and 2, Table 1). These findings are in accordance with the previous studies. 19 , 24  Nonetheless, we confirmed by immunostaining that Cox‐2 localizes at the luminal epithelium surrounding the blastocysts on day 5 a.m., while its expression looks unclear on days 3 and 4 (Figure 3A). A previous study showed that uterine epithelial cells proliferate on the morning of day 3, while the epithelial proliferation ceases and stromal proliferation starts by the morning of day 4. 8  We then examined cell proliferation status by the immunostaining of Ki67 encoded by Mki67 which belongs to cluster 5 and is highly expressed in the luminal epithelium on day 3 a.m. (Figures 1C and 2, Table 5). We found that Ki67 is expressed in the luminal epithelium on day 3 a.m. and disappears by day 4 a.m. (Figure 3B). We also performed the immunostaining of P4 receptor (Pgr) which is classified as cluster 6 and is highly expressed on days 3 and 4 (Figures 1C and 2, Table 6). We confirmed that the epithelial expression of Pgr is high on days 3 and 4 and is decreased on day 5 (Figure 3C). Taken together, the variation patterns of implantation‐related molecules are comparable between the results of RNA‐seq and immunostaining, proving the reliability of our RNA‐seq data. These findings also assure us that the contamination of stromal cells in the RNA‐seq specimens dissected by LMD is negligible since the epithelial expression levels of Mki67 and Pgr are relatively low on day 5 when these molecules are highly expressed in the stroma (Figure 3B,C).

FIGURE 3.

FIGURE 3

Validation of DEGs by immunostaining. The expression patterns of (A) Cox‐2 (Ptgs2 in cluster 1), (B) Ki67 (Mki67 in cluster 5), and (C) Pgr (cluster 6) were confirmed by immunostaining on uterine sections throughout day 3 to day 5. At least three different tissues were tested for each time point. CK8 (cytokeratin 8), an epithelial marker; Nu, nuclei; *, a blastocyst

3.2. Genes expressed at each time point show unique gene ontologies

With DEGs identified, we then analyzed GO terms at each time point in early pregnancy. We first focused on cluster 5, which contains highly expressed genes on day 3. On day 3, newly formed corpus lutea start to secrete P4, and the luminal epithelium ceases apoptosis and proliferation, preparing to be receptive for implantation‐competent blastocysts. 4 , 25 We found that highly expressed genes in the day 3 epithelium are related to DNA replication and cell cycle (Figure 4A). These GO terms correspond to our previous observations that epithelial cells proliferate on day 3, but not on day 4, and this transition is critical to blastocyst implantation. 4

FIGURE 4.

FIGURE 4

Unique GO terms among genes expressed on each day of early pregnancy. GO terms were analyzed by Enrichr for day 3 (A), days 3 and 4 (B), and day 5 with blastocyst attachment (C) and day 5 without attachment (D)

We next examined 756 genes in clusters 6 and 9, which contain genes that are highly expressed on day 3 and 4 but are downregulated on day 5. These clusters show relationships with glutathione metabolism (Figure 4B). Glutathione safeguards cells from oxidative or chemical stresses, 26 indicating that the endometrium before implantation is protective against these stimuli. This notion agrees with the fact that mouse uteri are resistant to low doses of paraquat, a chemical compound causing oxidative stress, in a P4‐dependent manner. 27

We then investigated features of day 5 epithelial cells. Analysis of cluster 2 revealed that the day 5 whole luminal epithelium expresses genes related to angiogenesis and cytokine pathways (Figure 4C), which would reflect the increased permeability of blood vessels surrounding implantation sites. 18 In contrast to the oxidative stress‐protective genes expressed on days 3 and 4 (Figure 4B), day 5 epithelia with attached blastocysts seem to take advantage of oxidative pathways for their function (Figure 4D); that is, glycolysis processes are upregulated in the day 5 epithelium surrounding blastocysts (clusters 1 and 8). This may explain why females missing glycolysis‐related genes, such as Hif genes or p53, have pregnancy defects from day 5 onward. 19 , 28 These data suggest that specific signaling pathways regulate uterine functions on each day of pregnancy.

3.3. Transcriptional regulation in the luminal epithelium changes before and after blastocyst implantation

Last, we sought to identify how these dynamic changes in gene expressions are regulated during early pregnancy. We performed comparative analyses between our data and the publicly available chromatin immunoprecipitation‐sequencing results. We first examined genes highly expressed on days 3 and 4 (clusters 6 and 9). We found that genes in these clusters are highly correlated with downregulated genes in uteri with deficiency of Pgr (Figure 5A), indicating that Pgr is a major regulator for gene expression in the uterine luminal epithelium during the pre‐implantation period. This corresponds to the fact that Pgr is highly expressed in the luminal epithelium on days 3 and 4 but is reduced on day 5 and later. 29 On the other hand, in the analysis of upregulated genes on day 5, we observed that the expression of Polycomb repressive complex 2 (PRC2)‐targeting genes is increased (Figure 5B). PRC2 is composed of multiple enzymes, such as Suz12 and Ezh2, catalyzing trimethylation of histone H3 at lysine 27 (H3K27me3). H3K27me3 is a hallmark of gene silencing, and genes enriched with H3K27me3 modifications are transcriptionally suppressed. 30 In the same vein, we also revealed that genes expressed on day 5 are related to H3K27me3 (Figure 5B) suggesting that PRC2‐H3K27me3 axis regulates epithelial functions upon embryo implantation. Taken together, our analyses indicate that these unique features support time point‐specific gene expression in the uterine luminal epithelium.

FIGURE 5.

FIGURE 5

Gene expression is differently governed before and after blastocyst attachment. Gene regulatory systems were predicted in Enrichr by comparing our data and publicly available datasets. Genes expressed on days 3 and 4 (A) are progesterone receptor (Pgr)‐related, while the day 5 epithelium expresses the genes regulated by PRC2 and the trimethylation of histone H3 at lysine 27 (H3K27me3) (B)

4. DISCUSSION

Appropriate communication between blastocysts and the endometrium upon blastocyst implantation is critical for successful pregnancy. 1 , 2 Among the cells in the uterus, epithelial cells dramatically change function during early pregnancy. 4 , 6 , 19 , 25 In mice, epithelial cells undergo massive apoptosis and proliferation after mating in response to E2 stimulus. 25 Once serum P4 levels start to increase on day 3, epithelial cells cease cell death and growth, becoming receptive to blastocysts. 4 , 25 After blastocysts attach to the surrounding luminal epithelium on day 4 around midnight, trophoblast cells initiate invasion into the endometrium for placentation. 19 Since any adverse conditions during the peri‐implantation period give rise to the termination of pregnancy, signaling pathways controlling uterine functions need to be strictly regulated. 2

In this study, we examined gene expression dynamics in the luminal epithelium from day 3 to day 5 of pregnancy. Previously, several groups have reported comprehensive analyses of genes expressed in early pregnant uteri. 31 , 32 , 33 , 34 However, these studies only examined limited time points or compared whole endometria before or after implantation. In this paper, we focused on luminal epithelial cells that directly communicate with blastocysts. By combining LMD and RNA‐seq data, we found that luminal cells on each day of pregnancy show unique gene expression patterns. Furthermore, GO analysis revealed that DEGs govern specific signaling pathways. Analyses comparing our data with published datasets also indicate that the expression of these genes is regulated by different transcriptional regulations before and after blastocyst attachment.

It has been reported that there is a window of uterine receptivity that is strictly regulated by P4 and E2. 5 If blastocysts try to implant into the luminal epithelium outside of this window, implantation or subsequent pregnancy processes and outcomes are compromised. 2 This indicates that epithelial properties change before and after this receptive phase. From this perspective, our analyses clearly show dynamic transitions in the gene network during the peri‐implantation period. Intriguingly, genes expressed in the receptive (day 4) and postattachment (day 5) epithelia show contrasting features regarding the relationship with oxygen. Day 4 epithelium expresses genes that are protective against oxidative stresses, while day 5 epithelium seems to use oxygen for their functions. This may explain why females missing receptive genes are sensitive to oxidative stress 27 and have easily induced inflammatory reactions, 35 resulting in abnormal blastocyst implantation. After blastocyst attachment, stromal cells surrounding the blastocyst differentiate into epithelial‐like cells to form a primary decidual zone (PDZ). 36 At this moment, the PDZ can protect the blastocyst from the external pathogens and oxygen stresses instead of the luminal epithelium. 37 Hence, the uterine luminal epithelium may need to acquire the special gene network to combat excessive oxidative stresses prior to blastocyst implantation. It is also intriguing that unique gene expression is observed in day 5 embryo‐attached epithelium compared to the nonattached one. Once the blastocyst attaches, cellular growth‐related genes such as Ptgs2 and Hbegf are induced specifically in the luminal epithelium around the blastocyst. 24 The blastocyst attachment site‐specific epithelial gene expression may be involved in the initiation of PDZ.

We also found that transcriptional regulation is altered before and after blastocyst attachment. In contrast to the Pgr‐dependent gene expression on days 3 and 4, genes expressed in the day 5 epithelium seem to be under the control of H3K27me3. Our previous studies demonstrated that epithelial Pgr controls pre‐implantation epithelial cell differentiation to provide subsequent blastocyst attachment, 4 , 12 , 38 suggesting that P4‐epithelial Pgr signaling induces the epithelial genes involved in blastocyst attachment. Since the current study revealed that H3K27me3‐related genes are upregulated in the postattachment luminal epithelium, H3K27me3 may participate in blastocyst invasion by regulating the epithelial genes such as programmed cell death‐related genes in the postattachment uterus. As the role of H3K27me3 in the uterus remains to be elucidated, further investigations should be planned in the future.

In conclusion, our study presents the dramatic changes of epithelial gene expression during the peri‐implantation period. This may provide hints to improve fertility treatment in humans. Further analyses in women are required in future studies.

CONFLICT OF INTEREST

The authors declare no conflicts of interest. Human rights: This article does not contain any studies using human participants. Animal studies: The animal studies were approved by the Animal Experiment Committee of The University of Tokyo (Approval number: P16‐066; P20‐076) and performed according to the institutional and national guidelines for the care and use of laboratory animals.

ACKNOWLEDGMENTS

We thank Drs Shota Igaue and Tomoko Saito‐Fujita for providing professional advice and technical support, and Ms Atsumi Miura for technical assistance. This work was supported by Japan Society for the Promotion of Science (JSPS) KAKENHI (grant Nos. 19H03144, 19H03796, 19K16022, 21K16763, and 21J00509), Japan Agency for Medical Research and Development (AMED) Frontier Outstanding Research for Clinical Empowerment (FORCE) (grant No. 21gm4010010h0002), AMED Whole Implementation to Support and Ensure the Female Life (WISE) (grant No. 21gk0210021h0003), AMED Project for Baby and Infant in Research of Health and Development to Adolescent and Young Adult (BIRTHDAY)(grant No. 21gk0110056h0001), and Mochida Memorial Foundation for Medical and Pharmaceutical Research.

Aikawa S, Hirota Y, Fukui Y, et al. A gene network of uterine luminal epithelium organizes mouse blastocyst implantation. Reprod Med Biol.2022;21:e12435. doi: 10.1002/rmb2.12435

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