# HG changeset patch
# User erasmus-medical-center
# Date 1487084511 18000
# Node ID 31a23ae7c61e232749c484156f27c63bfc33e6a6
# Parent 55f4e42f91ba4a7c9c320b980e1a298bf626f349
planemo upload for repository https://github.com/ErasmusMC-Bioinformatics/galaxytools-emc/tree/master/tools/edger_with_design_matrix commit eb5cd7834861d8ddbffce974ed0ca6f1c0ecccf2
diff -r 55f4e42f91ba -r 31a23ae7c61e edgeR_Concatenate_Expression_Matrices.xml
--- a/edgeR_Concatenate_Expression_Matrices.xml Wed Feb 08 10:28:17 2017 -0500
+++ b/edgeR_Concatenate_Expression_Matrices.xml Tue Feb 14 10:01:51 2017 -0500
@@ -95,8 +95,10 @@
-
-
+
+
diff -r 55f4e42f91ba -r 31a23ae7c61e edgeR_Convert_DGE_Table_to_Bedgraph.xml
--- a/edgeR_Convert_DGE_Table_to_Bedgraph.xml Wed Feb 08 10:28:17 2017 -0500
+++ b/edgeR_Convert_DGE_Table_to_Bedgraph.xml Tue Feb 14 10:01:51 2017 -0500
@@ -1,5 +1,5 @@
-
+
EdgeR's "differentially expressed genes" table to bedgraph(s)
@@ -7,11 +7,11 @@
- edger_dge_table_to_bedgraph
+ python
- edger_dge_table_to_bedgraph
+ python '${__tool_directory__}/bin/edger_dge_table_to_bedgraph'
-t $cpm_table
-g $geneset
diff -r 55f4e42f91ba -r 31a23ae7c61e edgeR_Design_from_Expression_Matrix.xml
--- a/edgeR_Design_from_Expression_Matrix.xml Wed Feb 08 10:28:17 2017 -0500
+++ b/edgeR_Design_from_Expression_Matrix.xml Tue Feb 14 10:01:51 2017 -0500
@@ -7,11 +7,11 @@
- design_matrix_creator
+ python
- design_matrix_creator
+ python '${__tool_directory__}/bin/design_matrix_creator'
-c $expression_matrix
#set $unique_columns = []
@@ -57,7 +57,7 @@
-
+
@@ -96,20 +96,19 @@
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
-
+
diff -r 55f4e42f91ba -r 31a23ae7c61e edgeR_Differential_Gene_Expression.xml
--- a/edgeR_Differential_Gene_Expression.xml Wed Feb 08 10:28:17 2017 -0500
+++ b/edgeR_Differential_Gene_Expression.xml Tue Feb 14 10:01:51 2017 -0500
@@ -7,7 +7,7 @@
- edger
+ bioconductor-edger
diff -r 55f4e42f91ba -r 31a23ae7c61e edgeR_macros.xml
--- a/edgeR_macros.xml Wed Feb 08 10:28:17 2017 -0500
+++ b/edgeR_macros.xml Tue Feb 14 10:01:51 2017 -0500
@@ -3,17 +3,7 @@
-------
The tool wrapper has been written by Youri Hoogstrate from the Erasmus
-Medical Center (Rotterdam, Netherlands) on behalf of the Translational
-Research IT (TraIT) project:
-
-http://www.ctmm.nl/en/programmas/infrastructuren/traitprojecttranslationeleresearch
-
-More tools by the Translational Research IT (TraIT) project can be found
-in the following toolsheds:
-
-http://toolshed.g2.bx.psu.edu
-
-http://testtoolshed.g2.bx.psu.edu/
+Medical Center (Rotterdam, Netherlands)
I would like to thank Hina Riaz - Naz Khan for her helpful contribution.
diff -r 55f4e42f91ba -r 31a23ae7c61e test-data/Differential_Gene_Expression/differentially_expressed_genes.batch-effects.tabular.txt
--- a/test-data/Differential_Gene_Expression/differentially_expressed_genes.batch-effects.tabular.txt Wed Feb 08 10:28:17 2017 -0500
+++ b/test-data/Differential_Gene_Expression/differentially_expressed_genes.batch-effects.tabular.txt Tue Feb 14 10:01:51 2017 -0500
@@ -1,29 +1,29 @@
"" "genes" "logFC" "logCPM" "LR" "PValue" "FDR"
-"15" "RET" 1.95351498277649 13.2940435307943 70.7884298827703 3.9766237329402e-17 1.15322088255266e-15
-"24" "HSPA8" 0.607097086193171 18.9380827005326 18.3388522248215 1.84897696413517e-05 0.000268101659799599
-"12" "IFI44L" -0.663271215486821 11.7020333673755 10.9083408215917 0.00095732231526494 0.00925411571422775
-"10" "MYO18A" -0.607030110998538 14.1586814058554 8.85972925087567 0.0029153081194653 0.0208760330354099
-"4" "DDX11" 0.724160415576466 12.4597575302041 8.47565074268945 0.00359931604058791 0.0208760330354099
-"26" "NR2C2AP" 0.538450796715875 12.9331552590697 6.96854404518889 0.00829549660040106 0.0400949002352718
-"19" "RASSF3" -0.323616221214522 12.4964626371138 3.7019217136962 0.05434983717189 0.225163611140687
-"3" "DDX17" -0.20201533346913 16.1804174471336 2.4240349611365 0.119486805704499 0.43313967067881
-"2" "USP26" -2.19888949506255 4.27316802151059 2.23930233943077 0.1345416719394 0.433523165138066
-"27" "INADL" -0.171504044976009 15.2186072712825 1.49672630947915 0.221175760548511 0.641409705590681
-"21" "LYSMD3" -0.194806526906794 13.32535006408 1.33073961519612 0.248673682102714 0.655594252816247
-"16" "IQCG" -0.208260226810614 10.1622224199572 0.967867000668835 0.3252127194599 0.785930738694759
-"6" "SLC35D3" 0.789817686242913 4.62274850327991 0.638997348362095 0.424074105189856 0.922823270583707
-"14" "KCNAB3" 0.224776816841962 7.85434240586327 0.477050454902194 0.489761385678098 0.922823270583707
-"20" "FUT8" -0.100266057923686 15.3006920075591 0.448528599960923 0.503034528215111 0.922823270583707
-"1" "COMMD10" 0.129868119349192 12.8850203875481 0.43582621570193 0.509143873425494 0.922823270583707
-"9" "TXLNB" -0.183590716507963 7.2825391341052 0.269612199658876 0.603592030691037 0.990834288521076
-"28" "TMEM31" -0.231195333650393 6.16897757110336 0.252957033365721 0.615000592875151 0.990834288521076
-"17" "C20orf118" 0.163495741844413 6.73904801103973 0.171566008065263 0.678723780532467 1
-"7" "GLOD4" -0.0679141042839315 13.8710260882794 0.154827011727691 0.693964522467115 1
-"22" "LMOD3" 0.0791372844747401 7.60390982671528 0.0540610465986004 0.816141676483626 1
-"8" "GIMAP7" 0.195152071961945 4.26623062002702 0.0194047958154413 0.889212222514442 1
-"23" "HIPK1" -0.00677640818725696 17.7957744498389 0.00305975315578166 0.955887483884316 1
-"11" "ATG4B" 0.00473988666702576 13.5252482941211 0.000418258796557325 0.983683299966982 1
-"13" "KHSRP" -0.00184247000571017 14.7206397592923 0.000136964665301775 0.990662418229392 1
+"15" "RET" 1.95351498277648 13.2940435307943 70.7884298825789 3.97662373332596e-17 1.15322088266453e-15
+"24" "HSPA8" 0.60709708619317 18.9380827005326 18.338852224771 1.84897696418416e-05 0.000268101659806703
+"12" "IFI44L" -0.663271215486821 11.7020333673755 10.9083408215897 0.00095732231526599 0.0092541157142379
+"10" "MYO18A" -0.607030110998537 14.1586814058554 8.85972925085778 0.00291530811949387 0.0208760330353944
+"4" "DDX11" 0.724160415576466 12.4597575302041 8.4756507426908 0.00359931604058523 0.0208760330353944
+"26" "NR2C2AP" 0.538450796715876 12.9331552590697 6.96854404519358 0.0082954966003793 0.0400949002351666
+"19" "RASSF3" -0.323616221214522 12.4964626371138 3.70192171369743 0.0543498371718503 0.225163611140523
+"3" "DDX17" -0.20201533346913 16.1804174471336 2.42403496111984 0.11948680570577 0.433139670683417
+"2" "USP26" -2.19888949506256 4.27316802151059 2.23930233943077 0.1345416719394 0.433523165138066
+"27" "INADL" -0.171504044976007 15.2186072712825 1.49672630947888 0.221175760548553 0.641409705590803
+"21" "LYSMD3" -0.194806526906797 13.32535006408 1.33073961519338 0.248673682103202 0.655594252817531
+"16" "IQCG" -0.208260226810613 10.1622224199572 0.967867000668792 0.325212719459911 0.785930738694785
+"6" "SLC35D3" 0.789817686242913 4.62274850327991 0.638997348362098 0.424074105189855 0.922823270583379
+"14" "KCNAB3" 0.224776816841962 7.85434240586327 0.477050454902207 0.489761385678092 0.922823270583379
+"20" "FUT8" -0.100266057923687 15.3006920075591 0.448528599955097 0.503034528217885 0.922823270583379
+"1" "COMMD10" 0.129868119349192 12.8850203875481 0.435826215702303 0.509143873425312 0.922823270583379
+"9" "TXLNB" -0.183590716507963 7.2825391341052 0.269612199658886 0.60359203069103 0.990834288521017
+"28" "TMEM31" -0.231195333650393 6.16897757110336 0.252957033365774 0.615000592875114 0.990834288521017
+"17" "C20orf118" 0.163495741844411 6.73904801103973 0.171566008065274 0.678723780532458 1
+"7" "GLOD4" -0.0679141042839328 13.8710260882794 0.154827011726031 0.693964522468672 1
+"22" "LMOD3" 0.0791372844747401 7.60390982671528 0.0540610465986839 0.816141676483487 1
+"8" "GIMAP7" 0.195152071961945 4.26623062002702 0.0194047958154386 0.88921222251445 1
+"23" "HIPK1" -0.00677640818725792 17.7957744498389 0.00305975312272722 0.955887484122347 1
+"11" "ATG4B" 0.00473988666702704 13.5252482941211 0.000418258797196813 0.98368329995451 1
+"13" "KHSRP" -0.00184247000570504 14.7206397592923 0.000136964663354888 0.990662418295754 1
"5" "PTPN20B" 0 4.09631395702755 0 1 1
"18" "GPIHBP1" 0 4.09631395702755 0 1 1
"25" "TAS2R39" 0 4.09631395702755 0 1 1
diff -r 55f4e42f91ba -r 31a23ae7c61e test-data/FDR.output.bedgraph
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/FDR.output.bedgraph Tue Feb 14 10:01:51 2017 -0500
@@ -0,0 +1,10 @@
+chr1 1000 1100 0.99
+chr1 2000 2100 0.98
+chr2 1000 1100 0.94
+chr2 2000 2100 0.93
+chr3 1000 1100 0.86
+chr3 2000 2100 0.65
+chrMt 1000 1100 0.34
+chrMt 2000 2100 0.19
+chrX 1000 1100 0.62
+chrX 2000 2100 0.62
diff -r 55f4e42f91ba -r 31a23ae7c61e test-data/GSE51403/GSE51403_design_matrix_full_depth.txt
--- a/test-data/GSE51403/GSE51403_design_matrix_full_depth.txt Wed Feb 08 10:28:17 2017 -0500
+++ b/test-data/GSE51403/GSE51403_design_matrix_full_depth.txt Tue Feb 14 10:01:51 2017 -0500
@@ -1,4 +1,4 @@
-sample-name Treatment
+sample-name FactorName
GSM1244816: Control_Rep1 Control
GSM1244817: Control_Rep2 Control
GSM1244818: Control_Rep3 Control
diff -r 55f4e42f91ba -r 31a23ae7c61e test-data/GSE51403/GSE51403_expression_matrix_full.txt
diff -r 55f4e42f91ba -r 31a23ae7c61e test-data/GSE51403_design_matrix_full_depth.txt
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/GSE51403_design_matrix_full_depth.txt Tue Feb 14 10:01:51 2017 -0500
@@ -0,0 +1,15 @@
+sample-name FactorName
+GSM1244816: Control_Rep1 Control
+GSM1244817: Control_Rep2 Control
+GSM1244818: Control_Rep3 Control
+GSM1244819: Control_Rep4 Control
+GSM1244820: Control_Rep5 Control
+GSM1244821: Control_Rep6 Control
+GSM1244822: Control_Rep7 Control
+GSM1244809: E2_Rep1 E2
+GSM1244810: E2_Rep2 E2
+GSM1244811: E2_Rep3 E2
+GSM1244812: E2_Rep4 E2
+GSM1244813: E2_Rep5 E2
+GSM1244814: E2_Rep6 E2
+GSM1244815: E2_Rep7 E2
diff -r 55f4e42f91ba -r 31a23ae7c61e test-data/GSE51403_expression_matrix_Control_1.txt
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/GSE51403_expression_matrix_Control_1.txt Tue Feb 14 10:01:51 2017 -0500
@@ -0,0 +1,22142 @@
+Geneid GSM1244816: Control_Rep1
+COMMD10 966
+USP26 1
+DDX17 8544
+DDX11 329
+PTPN20B 0
+SLC35D3 1
+GLOD4 1614
+GIMAP7 0
+TXLNB 15
+MYO18A 1775
+ATG4B 936
+IFI44L 347
+KHSRP 2557
+KCNAB3 20
+RET 331
+IQCG 125
+C20orf118 9
+GPIHBP1 0
+RASSF3 658
+FUT8 4834
+LYSMD3 1333
+LMOD3 12
+HIPK1 24218
+HSPA8 44244
+TAS2R39 0
+NR2C2AP 606
+INADL 4315
+TMEM31 5
+GC 0
+SPP1 0
+ATP6V1B1 271
+GBX2 12
+GALR1 0
+NEDD4L 1166
+GALNT4 486
+MBD4 1710
+PEX10 245
+NXF2 0
+MYOZ1 1
+C9orf64 666
+ACSF3 557
+DHX16 1187
+SLC26A11 351
+AP4S1 237
+TM2D2 590
+ABHD11 1591
+DEFB109P1B 0
+BPHL 387
+INTS9 371
+EFCAB5 2
+LOC220594 45
+C6orf52 48
+TMPRSS7 8
+EDEM2 1084
+PDIK1L 797
+CD8A 59
+HLA-J 29
+AMT 19
+UBE2L3 2731
+PMS2L2 0
+FAM159A 0
+FAM58B 0
+PPP1R9A 1235
+ERCC1 678
+C19orf48 1275
+RAB34 6
+SLC4A11 74
+EIF2A 3423
+TAF3 516
+ATAD3B 53
+CDCA8 852
+PPIA 38044
+RBM17 2593
+LOC100130776 73
+CLEC1A 0
+C20orf96 105
+NR4A1 507
+FMO3 0
+LAT2 22
+RBMXL2 0
+EDC4 1575
+PNPLA8 2215
+TACR1 9
+GPR137 425
+COQ7 489
+FBXO32 325
+LYPD6B 1613
+CXCL12 62
+DCLRE1C 604
+NFASC 50
+DNAJC5 1672
+PUS7 1191
+B3GALNT1 764
+FANCD2 1412
+ZNF709 255
+GCNT2 46
+TAF15 2495
+CBY1 566
+C6orf70 522
+CCL17 0
+MATN3 187
+MAN2A1 1935
+ZNF343 198
+POMT2 804
+VPS13B 1582
+KIAA0748 0
+TSPAN33 439
+C20orf141 0
+FAM113A 254
+THUMPD3 2323
+GOLGA2B 343
+LLGL2 1638
+GOLGA4 4431
+RASA1 2169
+RPL36A 22835
+SUGP2 1430
+ARHGAP25 0
+PCBP3 203
+ALPK1 306
+REPS1 1068
+GPR82 36
+KIAA0391 1609
+UBE3C 5073
+ANKRD10 504
+ADAP1 236
+CEP152 485
+KRT14 0
+CD2BP2 3688
+SLC11A2 3376
+MTBP 276
+SDF2L1 174
+ATMIN 6548
+WWC1 2163
+SLC26A1 15
+SESN1 827
+DACT1 1
+C20orf27 428
+LAMB1 5346
+TP73 20
+PASD1 1
+TAS1R1 1
+AGTRAP 216
+IGLON5 1
+MYL9 0
+NEK11 262
+KLK12 0
+GPLD1 39
+LYNX1 2
+RAD51AP2 0
+CCDC18 127
+NRXN3 297
+CLEC12A 0
+SP140L 545
+VKORC1L1 832
+PNLDC1 2
+CLEC10A 0
+CAMK2G 1577
+CD200R1 11
+KLK8 1
+SCP2 2539
+C20orf196 60
+PSMB4 10549
+C11orf58 4578
+RNF112 4
+C11orf73 713
+LHX6 62
+HSPB8 391
+GAPDHS 21
+UBE2D3 5612
+FITM2 118
+STARD5 88
+CMIP 1319
+PIGY 1615
+SYCN 0
+LILRA5 4
+PPP2R2C 2257
+PSG6 0
+AOX1 48
+SPECC1L 1692
+DUSP13 4
+ACP6 782
+KLK11 10
+PLK4 692
+RAB11FIP1 1991
+TARS2 2113
+ATRN 1449
+DEFA1B 0
+LOC645166 43
+KRT71 0
+CYS1 28
+CTSA 4540
+GATA2 511
+GRRP1 0
+GFOD1 39
+TSPAN8 0
+FLRT3 1369
+KCTD2 1139
+NRBP1 5843
+RWDD2B 1009
+EFEMP2 4
+TRPV6 7
+ATP2A1 31
+DCTN3 778
+DCAF10 1462
+OTOR 1
+LGSN 6
+ASAP3 669
+PCID2 671
+PCDHGB4 2
+C8orf85 48
+RPLP0 55061
+LSM14A 4421
+WDR24 241
+CD79B 0
+RPL10 35960
+CDK16 2508
+C20orf72 1144
+SERPINI1 12
+PPARA 563
+ARL17B 2
+TBCEL 542
+FMR1NB 0
+TTC39B 239
+C9orf98 78
+LOC338739 9
+C20orf79 0
+RNF5P1 1
+ROR2 2
+ZFAND1 1522
+GABARAPL3 1
+GALNTL5 0
+PLA2G4F 144
+SHISA4 151
+BFAR 3426
+PEX5L 3
+TSPAN12 27
+CTLA4 0
+PVRL4 894
+C9orf131 1
+RNF170 663
+ANAPC2 565
+GTF3C1 2429
+ENPEP 315
+NFATC3 1280
+JOSD2 33
+CASP9 162
+STON2 216
+TRIM5 271
+ACRV1 11
+C1QBP 1980
+H2AFX 881
+CSRP3 0
+BAT4 292
+HYAL1 3
+CCL14 0
+PCDH10 11
+LAIR2 0
+IL22RA1 4
+ANTXR1 1005
+SYN1 4
+SPACA4 0
+DPP8 1316
+CDK11B 292
+C3orf39 150
+EPB41L1 2439
+MED4 1027
+C1orf105 0
+HOPX 3
+CDK3 76
+LIMS1 1133
+FAM184A 80
+SLC39A10 938
+ARMCX6 1290
+CST8 0
+FFAR2 77
+GPR22 0
+MANEA 434
+MAPK9 3498
+ST3GAL5 191
+ACTR1A 2148
+TLX1 4
+CLEC5A 0
+CHMP2A 1328
+SNAR-D 0
+SNAR-A14 0
+ADRB2 0
+FTL 25301
+2-Mar 187
+OR56B1 0
+UGGT2 379
+PRKCA 834
+HHEX 127
+MED13 11267
+SHMT2 3325
+CAPN3 5
+RAB39B 185
+INO80C 147
+PVR 465
+ZBTB47 50
+GGT6 93
+MYOZ3 13
+GIGYF2 3042
+FOXN3 2125
+LOC731275 259
+CCL1 0
+SCTR 1
+ARPC3 7469
+ITGA8 0
+PRAMEF14 0
+MSH5 135
+AAGAB 2554
+C20orf144 1
+CAMSAP1L1 3567
+ZNF341 77
+CNTNAP2 17
+CNST 771
+WDR13 484
+NFX1 1735
+ZFP41 290
+SH3D20 1
+C6orf182 173
+PSMD5 2568
+CXCR4 263
+DGUOK 902
+MYO1D 2103
+WDR11 1346
+PCDHB7 57
+RNASEN 2389
+AHCYL2 1230
+CSPG5 17
+DCTN6 572
+CGREF1 536
+ALDH8A1 7
+PGM2L1 621
+FAS 269
+TSC2 1458
+CAMK1 143
+CUL1 2410
+ISLR 1
+MBD6 1360
+SPSB1 445
+GFM1 1928
+GNB5 734
+FOSB 113
+ZDHHC17 903
+ORC2L 1295
+RERE 1247
+TAB1 341
+PTPRU 1085
+MRPL55 95
+C20orf152 3
+ANKRD55 0
+C20orf4 1609
+HNRNPD 4837
+CCDC77 140
+C20orf24 3100
+TINAGL1 23
+GATAD1 3062
+CLEC16A 817
+CXorf65 2
+GGT5 2
+FNDC3A 1643
+LASS1 16
+POLDIP2 3615
+MID2 1982
+ALOXE3 101
+C20orf114 80
+WBP1 2182
+TTC23 331
+FAM57A 428
+C1D 679
+IFI30 1890
+FBLN5 8
+FAM120C 879
+AEBP2 1131
+GGT1 5
+ANXA7 3753
+GTF2F1 1432
+RBM8A 5814
+RPA2 1297
+TMBIM6 36193
+SLC22A8 0
+HDAC10 200
+ANGPTL6 3
+ZNF655 30
+MOG 15
+MATK 84
+TAF1C 842
+SV2A 3
+OSBPL2 1827
+SPINK5 3
+DBF4B 302
+PNPLA6 400
+GPR45 9
+NXPH2 11
+NXPH4 21
+BTN2A2 136
+ZHX1 2201
+PTPLA 300
+DNAJC28 58
+COMMD4 788
+PCDHA1 7
+PCDHA8 3
+IFT57 1038
+VASP 1509
+ERV3 806
+KIAA0495 22
+OSBPL9 2287
+FADS6 7
+ANGPTL5 0
+WAC 6962
+SVOP 4
+ZNF562 867
+DHX38 2863
+PTPN20A 0
+SULF2 47976
+RAPGEF4 24
+CD300C 1
+KIF9 66
+CASP1 1
+SLC44A5 4
+MCPH1 392
+C19orf28 229
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+NSUN2 2115
+PHAX 1871
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+DNAJC18 108
+TBC1D7 490
+UNC5CL 18
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+L3MBTL3 34
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+SHC3 55
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+TWIST2 0
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+SNHG4 44
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+ALKBH7 52
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+LOC100129961 71
+C21orf59 1280
+APOBEC3G 0
+TBC1D22A 353
+DOCK3 13
+FASTKD3 384
+ALKBH4 366
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+DDX41 2725
+ATP6V1D 2425
+DDI2 316
+PTP4A2 5549
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+C12orf36 0
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+ANKRD54 287
+ANKRD28 2861
+UPF3B 1193
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+TRPM4 452
+PRODH 16
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+YIPF6 1584
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+NAT14 250
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+PSMB10 361
+LOC100287482 224
+LOC100133267 0
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+PDZD7 27
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+LOC100129480 124
+ALG1L 274
+SPINK6 0
+IRF4 3
+ITPR3 1912
+LOC100129335 0
+LOC100131199 1256
+LOC401504 2080
+LOC100129520 0
+C11orf83 91
+ZNF28 888
+XPNPEP3 288
+SCG2 11
+MIR2278 0
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+MIR2276 0
+MIR548Q 0
+MIR2117 0
+MIR2116 2
+MIR2114 0
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+FEZ1 279
+ZBTB39 491
+BAG5 2449
+TMEM99 406
+RHBDF2 251
+TLR10 23
+ARL4A 586
+LOC100132715 5
+LINS 0
+GTPBP3 174
+TKT 12187
+TRH 0
+LOC100500773 0
+ELMOD2 1060
+DCLK2 5
+LOC728622 5
+MIR1972-1 0
+ZFHX2 84
+C16orf11 0
+IFI35 538
+CCDC6 4666
+OR7D2 13
+ZNF865 121
+RBM5 1539
+RBX1 785
+TOPORS 1095
+DHFRL1 341
+C3orf27 7
+HTRA3 0
+CPZ 22
+TMPRSS11BNL 6
+CARD11 0
+LYPD6 1966
+VAPB 6192
+C16orf93 9
+ELP1P 4
+CXCL11 3
+SCARA5 4
+C8orf37 87
+FAM84B 5481
+LRRC14 303
diff -r 55f4e42f91ba -r 31a23ae7c61e test-data/GSE51403_expression_matrix_full.txt
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/GSE51403_expression_matrix_full.txt Tue Feb 14 10:01:51 2017 -0500
@@ -0,0 +1,22142 @@
+Geneid GSM1244816: Control_Rep1 GSM1244817: Control_Rep2 GSM1244818: Control_Rep3 GSM1244819: Control_Rep4 GSM1244820: Control_Rep5 GSM1244821: Control_Rep6 GSM1244822: Control_Rep7 GSM1244809: E2_Rep1 GSM1244810: E2_Rep2 GSM1244811: E2_Rep3 GSM1244812: E2_Rep4 GSM1244813: E2_Rep5 GSM1244814: E2_Rep6 GSM1244815: E2_Rep7 Length
+COMMD10 966 1067 438 1231 580 1120 1822 964 812 528 860 863 1044 1146 1424
+USP26 1 0 1 0 1 1 1 0 0 0 0 0 0 0 2794
+DDX17 8544 13335 4579 16358 5286 12513 20547 6995 8079 5994 6596 7939 7924 9026 5211
+DDX11 329 970 221 867 253 673 970 916 632 706 518 903 640 772 3927
+PTPN20B 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6182
+SLC35D3 1 0 0 2 0 0 2 1 0 2 1 0 0 1 2358
+GLOD4 1614 2596 965 2912 1117 2502 4273 1807 1448 1039 1564 1777 1802 2068 1836
+GIMAP7 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1229
+TXLNB 15 29 9 25 19 22 33 14 15 6 17 14 23 23 4682
+MYO18A 1775 4666 1193 4741 1384 3392 5062 1669 1457 1497 1121 1920 1526 1642 7583
+ATG4B 936 2602 638 2394 878 2063 3031 1605 953 1185 911 1467 1196 1378 5794
+IFI44L 347 678 307 784 307 453 1021 268 302 191 269 140 317 233 5874
+KHSRP 2557 5001 1593 5513 1830 4246 7014 3162 2624 2434 2509 3884 3160 3574 3250
+KCNAB3 20 42 10 34 10 29 25 28 34 22 10 31 12 29 1608
+RET 331 695 361 669 232 529 899 2077 1431 1490 1327 1783 1821 1995 6397
+IQCG 125 193 84 229 82 191 323 118 116 79 107 121 116 135 2344
+C20orf118 9 20 3 14 7 10 19 6 13 10 9 6 7 7 2041
+GPIHBP1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 2280
+RASSF3 658 1060 405 1277 414 997 1726 507 575 401 568 609 643 689 1337
+FUT8 4834 6459 2599 7977 3007 6423 11522 4291 4187 2974 4154 4447 5013 5191 4259
+LYSMD3 1333 1679 666 2029 787 1715 2918 868 1141 749 1076 1001 1311 1406 4260
+LMOD3 12 31 7 48 6 21 37 19 26 9 20 31 31 25 4099
+HIPK1 24218 35223 14147 47991 15680 35260 60094 19201 28435 20715 22614 27732 27702 29893 8430
+HSPA8 44244 58864 26628 76924 30688 66900 114056 72195 61132 42728 67106 75988 72093 85995 2261
+TAS2R39 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1017
+NR2C2AP 606 1162 403 1223 454 1035 1670 1293 761 726 902 1336 1051 1239 1299
+INADL 4315 6418 2421 8507 2634 6395 10718 3443 4415 3094 3441 4355 4287 4722 8504
+TMEM31 5 10 3 14 2 11 18 6 5 6 3 7 10 5 732
+GC 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1780
+SPP1 0 0 1 1 1 1 0 0 1 0 1 2 1 2 1625
+ATP6V1B1 271 672 166 615 208 535 776 174 108 116 123 189 141 159 1939
+GBX2 12 22 5 15 9 25 43 15 16 15 20 25 19 27 1335
+GALR1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2785
+NEDD4L 1166 1967 663 2362 834 2050 3383 827 780 630 725 932 933 1042 9625
+GALNT4 486 617 235 742 284 550 925 496 591 410 495 550 588 720 5346
+MBD4 1710 2203 888 2648 1018 2206 3778 1910 1739 1202 1711 1789 2075 2300 2470
+PEX10 245 503 169 519 209 436 720 353 194 243 235 348 327 318 2074
+NXF2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7822
+MYOZ1 1 1 0 4 0 3 6 1 1 1 2 0 0 0 1541
+C9orf64 666 1122 400 1297 489 1036 1756 707 615 480 683 775 759 871 2473
+ACSF3 557 1610 408 1371 552 1238 1890 914 385 582 475 837 631 716 3629
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+TAB1 341 904 262 821 340 711 1056 504 271 362 267 526 379 471 3862
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+CLEC16A 817 1608 443 1807 605 1360 2147 948 819 779 717 1065 918 1071 6889
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+PTPLA 300 315 142 395 193 361 568 292 238 175 318 272 300 347 1307
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+KIAA0495 22 25 6 38 12 29 51 17 23 11 13 22 17 21 6454
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+FAM89B 575 1750 394 1363 555 1347 1870 960 273 635 387 917 610 747 1458
+TP63 137 222 110 271 89 186 335 254 287 159 245 262 303 292 6524
+PSMG1 997 1272 616 1446 668 1269 2118 1873 1566 1038 1544 1624 1828 2176 1128
+CADPS 10 19 5 27 9 15 22 9 3 6 9 5 5 3 5550
+OGG1 305 763 223 703 231 592 950 611 290 369 362 566 445 552 2838
+ABCG1 3200 5837 1873 6892 2253 5569 9084 1973 1718 1465 1836 2211 2213 2404 3605
+APCDD1L 0 0 0 2 0 1 0 0 0 0 0 1 1 1 3112
+TDRKH 1987 2841 1151 3652 1279 2940 4945 1867 1769 1246 1842 2036 2033 2268 3262
+RASSF5 73 171 34 138 44 116 178 55 37 44 56 68 57 64 4150
+C20orf185 2 0 0 0 0 0 0 0 0 0 0 0 0 0 1454
+RBM14 779 1929 530 1783 650 1691 2388 1776 1093 1274 1130 1776 1390 1678 5400
+FGFBP1 0 1 0 0 0 0 1 1 1 0 0 0 0 1 1182
+DOPEY2 2722 5062 1715 5838 1902 4319 7480 2474 2652 2157 2254 3012 2845 3087 7679
+TTYH1 7 21 7 10 3 7 23 6 1 4 1 7 5 2 2029
+C6orf47 743 1498 422 1671 582 1292 2149 788 529 496 620 873 707 889 7426
+TAF9B 2237 2729 1059 3375 1391 2854 4957 1442 1413 985 1499 1426 1849 1923 5378
+MRPS7 1275 2272 812 2578 927 2248 3575 1794 1136 1015 1327 1780 1563 1735 1415
+ZNF280A 10 15 6 17 14 12 7 9 5 8 2 5 7 11 2147
+ADNP2 1316 1955 682 2379 894 2005 3353 1113 1175 946 1178 1359 1387 1550 5387
+ADAMTS16 1 1 3 4 2 0 3 0 1 0 2 0 2 1 4974
+LMCD1 614 1047 286 1153 432 1116 1687 383 254 265 319 453 390 496 1734
+RNFT1 1359 2006 684 2165 855 1898 3115 1176 1159 842 988 1168 1370 1494 2016
+HAVCR1 1 6 0 4 5 3 4 0 5 5 1 0 3 2 1880
+CCDC41 317 390 174 454 189 413 623 423 471 304 404 373 468 513 3225
+REST 2788 3763 1456 4723 1686 3626 6237 1737 2343 1682 2045 2235 2549 2821 7459
+SECISBP2L 1967 2497 962 3210 1060 2554 4204 1018 1687 1188 1282 1438 1739 1715 7173
+GTF2A1L 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1679
+PTPN22 53 53 23 69 39 59 78 44 33 34 45 44 56 44 3647
+RHOU 725 984 389 1203 475 972 1677 675 566 446 601 635 744 761 4322
+UNKL 518 1056 263 1003 356 938 1246 808 558 595 488 823 574 707 6028
+LEFTY1 3 4 0 2 1 3 3 0 0 1 1 1 2 1 1616
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+DSTYK 1759 2706 1020 3504 1119 2614 4488 1390 1831 1264 1407 1838 1808 1942 7908
+NTM 0 0 0 1 0 0 1 1 1 0 0 1 0 0 4183
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+PLD1 433 579 215 753 251 636 1000 270 279 209 266 331 261 399 5591
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+EDN2 21 58 11 51 28 43 58 22 2 7 17 11 11 22 1240
+JAGN1 1240 2122 843 2638 889 2135 3622 1474 1192 843 1284 1434 1341 1546 1658
+UGP2 4551 5334 2029 6447 2695 5613 9696 3614 3093 2213 3380 3298 3976 4386 2437
+RFX4 7 6 0 15 1 11 9 6 8 4 2 7 2 3 4407
+ACRBP 14 54 10 40 16 42 56 17 6 15 9 14 9 18 1886
+ARPM1 47 56 15 82 46 63 84 46 41 38 41 45 42 50 2001
+OSBPL8 4159 4731 1955 6176 2468 4932 8420 2334 3795 2539 2980 3214 4164 4222 7241
+TCTN1 300 480 190 603 217 486 868 370 321 227 294 327 336 429 2227
+KLHL4 1 0 0 0 1 2 0 2 4 3 6 3 5 7 5855
+UBXN6 629 1870 469 1607 595 1483 2215 707 331 460 419 704 585 614 1992
+JRK 996 2160 703 2479 720 1955 3083 1108 1113 995 927 1402 1135 1312 9118
+WDR38 1 2 0 3 0 2 2 0 0 0 1 0 0 4 1252
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+KCNN1 2 2 1 3 0 3 4 1 1 0 0 2 0 1 2657
+NUP88 1082 1491 636 1703 683 1509 2595 1457 1277 905 1325 1451 1464 1682 2358
+RPS6KA4 625 1435 453 1444 449 1166 1869 1204 628 774 788 1184 975 1072 3137
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+GIMAP1 0 1 0 1 0 1 1 0 0 0 0 0 0 0 1248
+CCNE2 500 590 317 783 295 621 1078 817 891 609 838 831 1014 1184 2726
+GPR98 324 486 201 704 214 495 828 248 415 241 267 336 329 356 19333
+TAC4 1 5 2 2 1 1 3 0 0 2 0 3 3 1 675
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+AGER 59 251 41 212 35 140 166 128 103 101 58 94 86 73 4326
+CAMKK1 62 95 34 107 30 105 135 181 107 141 109 210 120 173 4470
+GDAP1 367 456 182 544 241 435 745 411 429 272 373 403 445 502 3889
+PEX11G 18 73 14 50 12 40 75 33 8 25 10 30 21 13 1062
+GLYATL1 0 0 0 1 0 0 1 1 0 0 0 0 1 0 2068
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+FAM166A 1 7 2 9 4 2 2 2 4 2 2 1 2 1 1124
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+GRM2 3 3 1 2 2 7 7 0 2 7 2 3 0 2 3355
+KRT34 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1713
+FGFR1 391 792 278 919 279 664 990 439 381 368 383 520 458 548 6303
+TRAF4 2217 5703 1346 5364 1872 4714 6996 2427 1364 1704 1592 2493 1913 2319 2902
+ATP1A1OS 235 378 116 447 158 410 589 140 128 92 118 163 153 183 2635
+NCRNA00235 1 10 0 2 0 1 4 4 1 4 2 4 4 4 561
+ELP2P 23 45 13 42 12 32 58 37 32 25 19 34 11 36 2677
+NCRNA00244 1 3 0 0 0 0 1 0 0 1 1 0 0 1 611
+IGF2BP1 98 159 62 191 59 132 230 135 106 90 138 134 127 145 8769
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+CUBN 3 8 2 9 1 8 5 7 3 4 3 3 1 6 11933
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+CALM1 14752 19713 7921 24261 9282 19802 33993 17212 15725 11195 16239 17449 17787 19717 4481
+ARHGAP6 0 9 2 4 3 5 4 8 9 9 12 11 13 8 5991
+RAD23A 2047 5320 1414 4955 1767 4240 6319 4141 2037 2630 2423 4114 3170 3818 1793
+GPR35 33 89 21 70 17 51 82 30 24 30 18 34 26 31 2595
+FAM55D 0 0 0 0 0 0 0 0 0 1 0 0 0 0 2163
+GIN1 261 344 108 387 171 314 551 284 234 161 219 230 252 298 3549
+LSR 1439 3904 989 3454 1357 3253 4769 2297 956 1539 1221 2300 1665 1944 2278
+DMKN 441 929 303 979 328 777 1339 669 387 386 419 648 612 685 2535
+SOCS4 1708 2032 822 2586 981 2060 3387 1387 1859 1328 1548 1605 1926 1958 7012
+SLC22A9 6 18 2 15 7 8 18 6 5 10 7 8 8 11 2308
+ASB16 42 116 21 123 26 74 113 52 54 49 37 56 39 43 2139
+SPSB4 28 45 15 62 17 52 72 51 33 31 44 60 40 47 2409
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+PLEC 1259 5841 872 4070 1361 3536 4186 2085 1196 2588 892 2308 1435 1569 16441
+KRT84 0 0 0 0 0 0 1 0 0 0 0 1 0 0 2073
+RANBP10 1235 2611 752 2680 874 2200 3455 1305 1030 931 936 1444 1182 1346 5305
+NGEF 122 322 111 329 119 277 402 236 134 174 167 214 218 208 3443
+MRPL38 509 1496 375 1296 489 1175 1806 1063 409 686 523 1001 722 841 1575
+TRAPPC6A 189 713 184 540 192 513 721 350 126 209 141 265 270 254 795
+CEP78 558 756 355 828 380 690 1205 757 783 526 719 819 900 1004 2750
+C1orf43 4850 7387 3010 9087 3479 7617 13463 5647 4226 3277 4862 5699 5487 6132 1898
+EIF4EBP1 292 767 212 670 276 611 996 615 201 353 275 559 413 501 859
+GPR31 0 0 0 0 0 0 0 0 0 0 0 0 0 0 960
+TNFRSF18 8 35 5 14 6 19 21 15 8 13 6 13 9 9 1200
+PIGQ 213 1026 174 615 269 622 861 533 140 424 171 438 285 321 2922
+CBX3 3937 4634 2081 5541 2362 4825 7983 4592 4001 2688 4179 3986 5034 5446 1934
+PHB2 4413 7967 2952 9112 3240 7580 13167 5939 3947 3383 4462 5917 5235 6171 1441
+TBX2 2283 6275 1567 6027 1987 5327 7748 2852 1522 2104 1691 2926 2328 2795 3380
+POGZ 4599 8724 2796 10562 3007 7573 12317 4195 4997 3837 3924 5244 4729 5110 6626
+METTL12 133 242 76 235 89 251 347 172 85 107 118 187 113 148 1382
+CCDC158 11 13 4 11 5 9 22 2 11 3 4 5 9 7 3626
+C1orf116 2 10 5 21 3 15 30 1 1 0 3 3 2 1 5502
+DDRGK1 592 1608 418 1550 508 1289 2120 897 478 543 556 827 743 801 1254
+PDE4DIP 2903 4115 1565 5297 1658 3952 6827 2563 2710 1969 2489 3108 3060 3397 12735
+HIST2H2AA3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1068
+GRIN1 37 142 19 117 29 96 135 72 54 92 38 70 27 47 4445
+C22orf32 460 837 297 895 333 789 1361 550 399 321 410 425 452 458 1567
+AMDHD2 67 433 51 198 125 238 303 182 52 184 34 171 99 116 2281
+VIPAR 1622 2515 920 3013 1101 2480 4239 1472 1330 941 1358 1616 1591 1694 2969
+ECT2 2759 3323 1407 3846 1570 3109 5465 2710 2931 1941 2951 2833 3585 3979 3911
+KBTBD10 9 10 5 7 1 10 23 6 2 6 2 9 4 5 2464
+ZPBP 1 2 1 0 0 1 6 1 0 0 0 2 3 3 1224
+CDC42BPG 626 1912 431 1701 578 1404 1950 864 509 810 423 858 588 753 4939
+B4GALNT2 42 70 35 61 34 76 108 36 38 29 27 62 43 43 2110
+FXYD6 156 298 119 348 106 257 472 178 112 108 142 198 191 170 2359
+PRELID1 1047 1894 746 2238 791 1894 3073 1810 1048 1122 1271 1840 1468 1715 1191
+ATXN10 1772 2304 927 2864 1178 2536 4100 1899 1575 1127 1669 1732 1948 2122 3329
+SPATS2L 2852 4502 1781 5320 2031 4269 7550 3892 3197 2565 3359 3860 4086 4391 6891
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+LOC100130932 16 46 8 46 11 56 43 18 33 34 12 20 17 23 931
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+RHOG 296 705 225 730 242 667 1055 384 227 249 277 394 370 401 1319
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+AP3M2 491 706 275 838 308 640 1166 631 622 481 629 674 679 798 3670
+PRRG1 126 160 76 213 82 182 310 83 118 68 108 112 133 149 6089
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+ANAPC4 741 948 328 1129 478 936 1502 759 754 518 683 703 777 890 2672
+RBBP6 2395 3449 1334 4388 1457 3458 5263 2257 2868 1995 2239 2634 2760 3001 7256
+WNT1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2283
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+DPF1 26 69 22 76 20 64 68 70 43 39 37 72 55 56 2474
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+ZMYND12 51 81 28 79 32 82 148 41 37 27 30 44 43 61 1772
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+SNRNP48 608 771 280 919 363 744 1293 493 611 407 516 525 624 655 4173
+CCDC112 301 351 164 453 205 375 618 332 327 214 339 318 432 442 2877
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+LIPH 66 126 31 132 49 132 193 21 21 13 26 31 30 21 2474
+STXBP5 902 1223 455 1560 575 1199 2024 604 795 545 722 726 792 815 6433
+GABRG3 0 0 0 0 0 0 0 0 1 0 0 0 0 0 2003
+SAMD3 0 3 1 4 1 3 0 5 2 1 0 5 2 3 2472
+ADAMTS9 64 108 26 129 50 102 166 27 52 43 59 61 55 65 7312
+VPS13D 1640 2679 1076 3698 1093 2458 4464 1117 1886 1311 1192 1684 1562 1612 16328
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+REEP1 99 105 55 151 53 106 204 129 120 85 138 138 137 175 3913
+ZNF746 556 1111 366 1220 401 998 1606 701 453 464 501 677 633 730 3800
+SLFN12L 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2749
+FGFR2 200 390 95 442 128 330 554 134 122 96 125 170 156 171 5571
+AGBL3 5 16 4 13 1 10 15 6 6 8 7 7 6 6 3529
+PPY 0 1 0 0 0 0 0 0 0 0 0 0 0 0 457
+ADORA1 40 100 14 67 28 51 78 75 42 45 35 56 49 45 2919
+PMAIP1 278 345 142 381 160 338 563 509 442 320 436 413 495 564 1936
+FLJ31662 39 80 27 95 21 71 110 52 55 34 46 51 37 48 2755
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+IFT81 425 514 206 661 231 544 901 347 376 223 339 339 424 423 3720
+FGF8 5 3 1 4 0 5 9 1 3 1 3 7 4 1 1036
+CTDSP1 2377 6471 1686 6258 2033 5266 7639 2937 1457 2004 1792 2915 2363 2673 2638
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+JUP 6140 19089 4485 16169 5727 14515 20643 7970 3526 5966 4214 7791 6005 6567 3508
+SMYD4 703 1222 431 1439 471 1101 1790 746 832 650 672 999 905 1092 4334
+MED8 819 1497 466 1737 576 1380 2209 913 789 586 713 918 807 922 1807
+DPP9 817 1936 516 1979 597 1651 2431 1295 833 929 868 1466 1155 1325 4269
+SERPINH1 3818 8148 2489 8752 3181 7597 11738 5178 3091 3266 3740 5713 4439 5364 2204
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+MGAT1 1280 2784 814 2935 1098 2480 4074 1729 978 1054 1253 1769 1485 1644 3938
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+TPRN 463 1615 284 1072 514 1069 1478 821 270 589 284 736 462 565 2532
+GNE 166 309 111 384 123 317 487 178 210 166 153 216 231 220 5474
+DIS3 1112 1452 553 1776 707 1408 2492 959 1053 737 1031 996 1246 1277 7712
+P2RY2 464 1056 316 1101 393 861 1422 584 493 443 449 681 532 639 2858
+P2RY1 10 12 9 16 8 14 24 7 8 5 8 13 13 9 3108
+FIGF 3 5 0 5 5 6 9 5 3 1 5 5 4 8 2111
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+HIST1H1B 3 5 1 6 1 2 5 3 5 3 32 2 2 3 790
+PMS2L5 183 347 122 377 106 286 500 197 169 131 174 218 192 238 2022
+C21orf34 21 40 11 46 17 59 53 5 7 13 10 20 9 17 3802
+ZNF324 309 602 201 763 228 572 881 381 259 247 280 377 338 365 3230
+CAST 5910 8454 3082 10496 4014 8808 15658 3333 3334 2367 3110 3723 4092 4309 5122
+ZNF283 151 248 66 252 100 225 335 110 127 84 128 133 177 146 2565
+COASY 987 2235 667 2353 737 1905 2837 1543 928 956 977 1402 1199 1292 2553
+SYBU 52 84 38 105 35 82 139 125 114 80 96 141 130 136 4539
+TMEM25 189 514 155 550 141 428 685 258 152 167 186 261 211 250 3009
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+DNAJC12 128 162 77 171 77 146 279 156 144 70 105 126 171 155 1528
+FOXA2 0 0 0 0 0 0 1 1 1 0 0 0 0 0 2612
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+OR5M10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 948
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+PARP9 3469 5586 2190 6702 2457 4766 9704 2879 2842 1997 2649 2272 3365 3012 7973
+SUMF1 1102 1732 659 2179 746 1753 3118 916 679 567 829 969 974 1061 2161
+SYTL2 20380 27346 9730 34427 12469 26643 46078 10577 13799 9857 11157 12884 14779 15067 7575
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+UBAP2L 4269 8135 2788 10005 2944 7492 12621 5079 5295 4085 4698 6278 5646 6253 4457
+PLCD1 222 659 123 539 170 446 647 194 106 151 103 194 162 206 3198
+C1orf101 6 12 3 21 4 11 17 5 3 3 0 4 12 6 3192
+BBC3 140 550 121 377 169 397 556 187 56 116 85 162 114 136 2095
+AUTS2 330 696 218 798 248 580 975 331 299 298 272 340 334 352 6672
+KALRN 269 401 168 489 158 393 685 253 207 174 251 320 303 313 14721
+NEIL2 217 406 135 441 148 336 564 478 354 336 351 485 417 523 2751
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+GLI3 1235 2225 790 2738 798 1970 3169 970 1162 932 955 1275 1154 1166 8212
+SLC25A31 1 0 0 3 0 0 0 0 0 0 1 0 0 0 1811
+FGF12 161 249 66 269 132 219 463 97 91 72 103 116 108 120 3931
+CNKSR2 0 0 1 2 0 0 1 0 2 0 0 0 0 0 7088
+CEP110 678 917 356 1154 351 827 1438 624 799 542 614 709 802 848 7431
+C6orf203 359 434 151 552 249 467 765 374 273 175 275 324 345 362 1517
+EDEM3 1464 1927 771 2414 866 1903 3225 1090 1424 982 1310 1312 1591 1648 6632
+ZNF167 19 38 12 57 11 33 62 15 20 21 20 34 11 23 3974
+AASDHPPT 943 1019 411 1293 568 1111 1885 734 747 518 751 720 882 923 2861
+11-Sep 2207 2827 1239 3871 1469 2953 5226 2376 2747 1939 2580 2892 3068 3473 5555
+INSM2 0 1 0 0 0 1 1 0 0 0 1 1 0 0 3013
+RING1 874 1874 524 1953 645 1632 2568 1107 684 725 736 1132 927 1101 5214
+ATP5D 171 727 131 401 231 466 545 517 115 352 134 392 265 323 996
+KCNJ18 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2187
+SLC10A7 209 225 99 294 103 219 388 149 172 120 145 171 191 227 4897
+CREG2 70 86 31 140 50 92 155 53 68 55 58 65 60 87 3488
+GPR113 9 35 7 27 11 30 26 10 8 14 11 16 11 5 5398
+ATP6V1C2 58 82 47 88 35 67 115 75 61 52 64 62 69 69 3240
+C14orf149 164 214 85 291 99 248 375 237 208 163 206 213 239 275 1381
+SCN5A 3 13 5 18 4 19 12 7 7 5 5 13 10 15 8597
+CDY1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5339
+XKRY 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3162
+BPY2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3612
+LAPTM5 19 14 7 25 15 21 25 11 13 4 16 4 17 12 2240
+GMPR 44 121 34 126 36 106 160 76 53 32 58 48 69 77 1515
+B3GNT1 334 527 177 547 225 448 792 352 244 226 266 368 356 391 2070
+KMO 60 80 29 80 31 74 134 26 23 25 26 25 51 40 5015
+CHRNA7 6 20 4 16 9 11 13 4 6 8 4 9 5 8 3427
+CTSE 3 3 1 12 2 5 6 2 0 2 2 4 1 0 2228
+EIF4E1B 4 0 0 6 0 3 4 5 1 2 1 1 0 1 1974
+SH3GL3 13 13 4 9 3 7 11 16 9 6 6 11 10 7 1691
+HHLA3 130 198 81 270 86 224 347 158 107 82 110 139 138 127 951
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+HMGA2 1 1 0 4 0 4 2 2 1 0 1 1 0 2 4609
+TROAP 680 1787 455 1660 464 1236 1722 1362 887 1001 858 1270 1068 1221 2852
+SPEN 2573 5036 1830 6546 1828 4408 7146 2325 3878 2937 2244 3831 3282 3418 12227
+GPN1 1589 2257 836 2720 1108 2407 4090 1848 1540 1110 1695 1807 1866 2116 1967
+NCAM2 1748 2398 821 2979 1078 2409 4084 761 871 641 859 923 1075 1200 3699
+COL4A3BP 1867 2503 932 3075 1179 2598 4491 1241 1561 1030 1352 1413 1589 1753 5618
+LECT1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1447
+SCGB1D1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 429
+ZNF706 1573 2188 866 2557 1048 2366 3726 1637 1306 928 1437 1466 1660 1855 2860
+GAGE12C 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3384
+SLC22A20 25 72 19 66 21 51 64 20 21 23 17 26 14 23 2892
+OR7E24 12 17 4 24 9 26 29 13 11 7 11 11 5 11 1020
+PIH1D2 26 23 7 34 12 26 50 14 10 8 7 11 9 28 1455
+DMP1 1 3 0 4 2 0 2 1 3 2 0 3 1 3 2684
+MAP4K2 232 627 139 573 186 508 696 353 201 264 231 341 295 309 2955
+UBA2 3289 4239 1826 5274 2288 4330 7660 3759 3631 2521 3735 3793 4306 4846 2665
+COPS2 3043 3730 1526 4276 1990 3943 6622 2526 2375 1565 2475 2302 3010 3235 4108
+ZNF235 133 156 55 227 85 179 286 104 96 89 106 120 105 123 3190
+SOCS6 894 1242 461 1500 614 1178 2142 646 734 538 695 671 773 850 5846
+CYTH2 1634 4234 1035 4241 1153 3406 4799 1967 1423 1492 1199 2174 1605 1890 4606
+STK17B 678 821 352 988 450 860 1444 547 558 394 573 525 756 736 5306
+C14orf118 773 1239 441 1511 534 1235 2053 620 802 574 683 927 904 972 2515
+NAP1L2 260 339 122 414 154 327 551 192 198 137 190 230 258 305 2531
+RNLS 154 212 73 243 105 182 360 153 131 81 174 127 136 166 3584
+CD84 36 67 18 102 32 76 94 37 58 45 30 52 32 57 8278
+EZH2 1578 2440 958 2837 958 2136 3714 2623 2619 1696 2361 2621 2637 3025 2685
+GRHL3 667 1414 413 1569 552 1379 2178 181 188 177 190 273 269 272 3419
+RBKS 255 364 121 376 177 366 684 198 121 98 165 170 159 182 1196
+KRTAP4-4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1078
+STIM2 837 1234 427 1381 528 1184 1952 730 762 533 704 772 838 936 5246
+FLVCR2 793 1364 468 1717 564 1376 2282 775 702 537 709 903 769 990 3817
+SBK2 3 12 0 7 6 5 4 1 0 1 3 2 1 0 1061
+ZNF419 205 264 111 375 114 315 503 173 168 118 145 168 177 197 2366
+FGFBP3 80 123 42 162 57 108 214 71 72 58 65 92 84 113 2564
+OR51E1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3102
+USP20 562 1562 401 1532 464 1314 1720 782 432 680 424 747 583 672 4609
+KCNA7 15 52 6 27 14 31 33 20 14 21 15 30 21 10 4372
+BBS2 1259 1884 677 2165 822 1837 3049 1331 1268 942 1210 1478 1420 1541 2814
+ASCL4 0 1 0 2 0 2 2 0 0 0 0 0 0 0 2259
+IER5L 286 663 222 624 249 514 824 463 263 298 276 423 364 398 2710
+C17orf82 57 161 35 105 45 108 134 32 29 33 24 51 36 45 1530
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+TPD52L1 1754 3060 1448 3245 1316 2968 4676 5873 4357 3440 4774 5258 5167 6263 1629
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+FAM18B1 560 718 299 802 376 730 1277 481 517 327 486 495 576 606 1789
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+RADIL 7 12 6 7 3 6 10 15 4 10 9 10 13 11 3670
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+DUX4L4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11271
+SLC38A1 14440 18566 7693 24053 8572 18855 31999 11585 15727 11019 13486 15567 16596 18006 8484
+PLA2G16 176 411 122 375 134 333 519 249 159 174 197 270 237 268 1417
+PRAMEF22 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2892
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+PDS5A 5936 7609 3109 9533 3698 7560 13045 4962 6073 4321 5731 5752 6740 7261 7594
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+FAM118A 452 840 250 894 325 753 1265 488 414 339 387 485 449 507 3364
+SYVN1 1093 2625 760 2983 803 2283 3405 1284 1098 1092 1020 1473 1234 1380 3051
+PRG2 0 0 0 0 0 1 0 0 0 0 0 0 0 0 857
+TRPC1 231 302 109 352 134 281 492 188 232 153 210 192 247 246 4068
+TMEM18 1319 2420 743 2490 996 2196 3564 1610 1119 1021 1167 1684 1442 1608 2124
+KIAA1462 175 351 102 365 142 268 467 143 171 156 165 202 198 201 9300
+NR0B1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1585
+RDH14 592 715 304 899 363 813 1374 573 512 322 494 537 645 654 1600
+RGS12 264 634 173 611 193 488 739 557 354 418 309 489 408 521 7024
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+DPYSL4 57 145 40 145 40 147 214 173 80 131 93 166 112 150 2719
+ARSJ 51 85 51 93 31 52 143 88 83 81 70 87 141 119 4678
+FAM19A4 1 4 0 3 1 1 6 1 3 3 0 6 3 2 2232
+C14orf159 85 215 66 197 59 156 256 81 54 68 60 68 74 71 3520
+PCDHA6 37 74 22 64 33 60 97 53 58 40 37 59 46 58 5305
+BCOR 1362 2821 919 3163 998 2422 4013 1366 1402 1344 1122 1676 1517 1556 6746
+COPZ1 5398 8327 3086 10117 3847 8437 14909 5250 4326 3012 4772 5771 5268 6164 1897
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+SCARA3 355 812 264 857 300 791 1057 495 299 438 328 553 507 519 3832
+FAN1 516 818 278 959 340 771 1255 534 567 421 472 609 600 702 5894
+TKTL1 1 2 1 1 0 4 1 1 1 1 2 1 1 3 2898
+ZNF415 251 382 158 472 188 376 646 204 213 148 221 199 243 255 2975
+HNRPLL 1911 2297 901 2790 1114 2470 3954 1722 1595 1039 1646 1595 1794 2035 3035
+SCYL2 3089 3859 1519 4782 1931 3903 6535 2323 2804 1985 2629 2584 3163 3505 3804
+RUFY2 647 761 277 933 344 779 1311 455 537 369 484 502 567 674 6086
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+ZNF768 1407 2972 983 3101 1114 2352 3995 1885 1212 1215 1300 1887 1804 1993 2315
+SNORD115-29 0 0 0 0 0 0 0 0 0 0 0 0 0 0 328
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+POLE4 579 801 333 1019 400 908 1520 868 645 441 693 875 741 911 696
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+BCL10 988 1157 475 1509 590 1275 2173 772 761 549 780 750 948 950 3102
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+HOXA3 8 14 4 21 3 9 22 11 2 5 9 8 5 5 3476
+OVGP1 19 29 7 34 13 48 59 23 18 12 15 20 11 25 2242
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+PSG4 24 24 8 41 21 37 66 6 7 9 13 18 17 19 2032
+NFAT5 1615 2303 861 3238 907 2297 3548 929 2017 1362 1089 1510 1564 1542 14219
+NR4A3 21 39 11 55 20 39 61 13 18 12 16 17 29 17 6314
+C3orf58 822 1077 382 1291 553 1054 1852 530 553 407 529 501 710 705 4592
+AHR 1616 2039 780 2440 963 1969 3674 888 1145 871 1098 1086 1340 1403 6247
+CYB5A 790 1251 417 1439 563 1244 2128 902 659 528 684 799 849 894 832
+TM6SF1 78 112 38 133 63 118 210 67 83 51 56 69 109 73 1908
+TMEM186 404 670 247 755 271 675 1111 496 369 279 415 496 447 503 1447
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+ADAMTS13 77 325 42 234 63 228 228 118 62 128 40 97 77 89 5240
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+MYO3B 18 35 9 36 8 33 33 20 13 11 11 13 13 13 6335
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+FIBIN 0 0 0 0 0 1 0 0 0 0 0 0 1 2 3005
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+SLCO4A1 165 377 89 346 106 289 428 307 213 247 172 305 249 259 2776
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+FGFR1OP 353 493 189 549 219 522 795 460 385 263 400 444 416 583 1885
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+XRCC4 411 474 190 534 242 496 810 413 362 214 378 330 440 535 1702
+FAM173A 5 47 7 23 7 22 31 35 5 20 6 23 10 12 858
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+FIBCD1 156 708 124 446 183 413 586 379 127 298 121 330 218 229 3322
+FIZ1 156 328 121 401 107 277 516 233 155 143 185 192 181 187 2660
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+PAOX 86 169 46 176 59 167 221 102 57 80 75 116 74 97 1855
+VEZT 2482 3156 1266 3850 1554 3355 5548 1866 2002 1354 1954 2118 2365 2672 4562
+MTTP 2 6 3 9 4 3 6 1 3 1 4 5 1 2 4090
+RSC1A1 208 317 117 425 137 320 525 142 241 165 165 213 195 231 1854
+RELB 174 348 103 371 140 304 546 204 130 138 141 210 156 194 2266
+LGALS2 1 3 1 1 1 6 2 0 2 0 1 3 0 0 528
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+C19orf12 290 477 171 567 202 427 693 282 227 194 223 313 290 318 4833
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+FAM155A 6 9 2 8 6 7 17 1 7 6 3 4 4 8 3858
+AATK 6 27 2 20 8 16 19 17 4 10 1 12 18 13 5311
+GXYLT2 27 39 11 40 16 29 49 18 14 21 25 30 32 40 1544
+KAZALD1 363 949 248 867 286 682 1119 371 266 279 240 392 358 387 2513
+CCDC61 33 167 27 119 54 116 156 106 35 59 38 79 77 62 1825
+PAGE4 0 0 0 0 1 0 1 0 0 0 0 0 0 0 493
+ADRM1 1253 3455 847 3200 1274 2917 4313 2698 1146 1819 1396 2541 1958 2378 1405
+C2orf47 613 802 308 909 401 828 1466 763 571 432 639 631 670 780 1509
+PASK 330 749 251 770 205 615 827 699 533 642 406 644 600 643 4530
+NKX2-8 0 2 0 0 0 0 3 0 0 1 0 0 0 0 1803
+CLEC4E 2 7 2 6 4 6 13 6 3 2 2 5 3 6 2158
+SGK2 9 25 1 15 3 14 17 11 10 7 2 8 9 8 2234
+ENPP4 421 463 196 565 252 479 788 267 339 220 323 293 385 407 4680
+PPP6R1 1547 3905 1070 3540 1355 3177 4639 2266 1261 1786 1352 2442 1881 2160 3637
+MMP2 0 0 1 0 0 1 0 0 0 0 0 1 0 0 3843
+RABL2B 146 255 97 331 104 244 412 166 160 135 133 192 175 194 2616
+CTRC 0 5 0 2 0 2 3 2 2 0 1 0 2 1 899
+FKBP9 2780 4790 1759 5976 1947 4343 8047 2746 2625 1887 2675 3273 2914 3330 3473
+PKD1 291 1450 264 923 332 821 994 745 373 825 283 726 450 534 14138
+PRMT7 470 1159 280 992 347 857 1373 743 445 552 455 704 601 736 2464
+TUSC3 956 1295 539 1565 641 1324 2289 917 814 553 806 865 1026 1057 1587
+TYMP 10 51 6 44 8 22 43 19 16 22 4 19 4 15 1768
+PMCH 0 0 0 3 0 2 2 2 2 2 1 1 1 3 757
+MEIS1 100 188 46 210 48 159 249 94 82 67 76 110 103 111 3181
+ATP6V1A 3994 5276 1984 6679 2443 5146 9190 2812 3259 2297 3162 3407 3681 4055 4549
+ART3 0 0 1 0 0 1 1 0 0 0 0 0 0 1 1709
+NDUFB11 1811 3209 1217 4109 1339 3129 5669 2420 1464 1295 1936 2263 2097 2339 1123
+ATL2 1893 2237 970 2714 1128 2380 3842 1869 2002 1283 1840 1841 2312 2433 3364
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+UNC13B 817 1409 542 1925 624 1433 2485 844 924 659 824 1131 953 1082 6370
+HIST1H2AG 23 49 17 46 23 49 66 16 10 8 22 25 23 16 497
+RNF122 81 172 53 169 64 156 264 96 50 31 66 76 76 93 1868
+TTK 714 836 394 923 414 778 1368 860 933 607 841 784 1095 1207 3022
+RXRB 820 1862 516 1961 560 1551 2482 898 695 638 639 868 757 847 8626
+IKZF5 314 515 193 649 238 541 866 246 284 220 274 304 306 321 1658
+IKZF4 343 649 208 789 226 556 956 282 358 232 308 421 342 387 5451
+HS1BP3 741 1717 481 1623 630 1547 2283 832 422 578 537 925 727 801 2403
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+OR2L13 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1884
+SERPINA1 32 59 20 61 20 46 79 130 75 40 62 85 103 103 3687
+FAM75D1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 4832
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+RAB5C 3595 6673 2166 7786 2669 6351 10641 3929 2657 2504 3104 4299 3671 4290 1772
+ZNF319 184 412 123 411 127 375 599 207 121 160 142 226 159 188 4220
+PROM1 4 6 2 5 3 6 4 1 3 1 2 1 7 2 4307
+ZNF713 142 240 89 314 94 246 392 134 171 126 133 176 163 202 2065
+SRPK1 1919 2638 1116 3229 1196 2587 4555 2229 2387 1583 2294 2428 2645 2949 4389
+LOC440600 5 12 3 13 3 6 13 7 5 5 6 7 1 6 2610
+PBXIP1 1191 2980 762 3053 976 2461 3934 900 536 590 619 920 763 852 3199
+OSTN 0 0 0 0 0 0 0 0 0 0 0 0 0 0 402
+ITFG3 1883 5821 1367 4573 1820 4392 6094 3845 1600 2692 1945 3579 2711 3242 2951
+ABRA 0 0 1 2 0 0 2 1 1 2 1 1 0 0 2754
+OTOF 0 0 1 0 0 3 1 4 1 3 1 4 3 4 7448
+IL17F 0 0 0 0 0 0 0 0 0 0 0 0 0 0 808
+TIFA 415 535 223 610 252 533 934 552 473 327 505 528 621 693 3073
+CHMP2B 2920 3071 1310 3669 1723 3369 5764 2513 2345 1639 2414 2022 2853 3136 2628
+LOC644656 15 41 13 34 6 33 39 12 23 20 11 21 12 24 1142
+SMTNL1 3 8 4 3 0 4 5 1 3 1 0 3 2 1 1649
+C12orf70 1 6 0 4 3 3 5 6 1 1 5 6 3 4 1271
+RPL23AP7 107 198 74 216 79 187 304 148 100 74 97 137 121 168 1871
+DKFZp434J0226 0 9 3 3 3 5 7 5 0 3 0 0 1 0 1632
+TPM4 16586 22622 9159 29742 10935 23865 42210 15199 13987 9903 14667 17133 17692 19515 3003
+RRAD 2 2 0 0 1 0 1 1 1 1 0 0 0 0 1476
+ATP6V0A1 1141 2139 671 2459 778 1798 3059 1098 980 804 928 1210 1046 1249 4161
+PLK1S1 179 331 132 375 164 348 485 160 172 109 154 177 199 200 2196
+ZNF543 213 339 88 397 145 338 546 168 198 151 171 203 221 225 3671
+IQCF3 0 0 0 0 0 0 1 0 0 0 0 0 1 0 865
+PRAMEF21 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3016
+CCDC103 82 172 58 192 59 188 297 77 52 42 56 73 76 77 1256
+SLC16A12 3 14 2 13 3 8 14 10 14 5 7 6 6 2 4622
+C17orf76 194 370 112 418 132 311 570 245 259 154 241 305 245 301 2785
+C20orf7 214 279 120 370 124 306 479 284 242 168 213 245 226 291 2408
+CXorf27 0 0 0 0 0 1 0 1 0 0 0 0 1 2 501
+GK5 722 963 370 1251 381 980 1492 669 1022 732 717 778 826 929 10920
+MRTO4 952 1664 641 1840 744 1457 2748 2142 1475 1252 1673 2158 1824 2218 2273
+ATP13A3 2802 3558 1567 4605 1805 3728 6414 2607 3778 2571 3154 3441 3844 4290 7328
+PARP3 173 517 135 451 167 379 586 282 149 164 156 246 192 209 2360
+CD53 1 2 1 5 1 1 3 0 1 0 2 2 3 4 1628
+HBG1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 584
+HBA1 2 3 0 0 1 2 5 4 1 1 0 3 0 3 576
+SEPP1 8 22 12 31 17 36 42 18 13 9 8 5 11 14 2203
+FMN1 289 461 252 590 151 443 689 576 1100 716 722 927 878 951 12355
+MED22 1207 3212 860 2993 1079 2624 4101 2366 1407 1685 1471 2506 1894 2252 3872
+KDM2B 1213 2371 756 2642 931 2243 3288 1632 1364 1225 1261 1627 1597 1731 5747
+POTEF 5 29 12 27 10 26 37 21 27 19 14 26 20 20 4337
+PDE4A 29 88 29 87 28 68 130 37 35 38 31 50 48 49 5531
+PRKD2 1002 2602 656 2756 781 2174 3116 1260 811 1004 766 1250 1034 1158 3920
+HYDIN 4 5 3 2 4 10 13 5 2 3 3 9 7 7 16179
+JAK2 363 468 193 576 230 445 821 460 559 324 446 478 584 612 5284
+NOTCH4 5 11 3 12 3 8 11 12 3 5 5 5 5 10 20241
+MMP11 27 80 20 70 26 57 88 34 20 19 12 24 22 37 2261
+C21orf33 3470 6653 2108 7189 2611 6062 9630 4614 2796 2735 3024 4163 3911 4634 1666
+RBBP8 1210 1414 684 1733 706 1511 2526 2072 2029 1398 1881 1965 2322 2451 3555
+SETDB1 3434 6298 2072 7992 2238 5755 9493 3355 3387 2592 2980 3884 3351 3887 4656
+AMOTL2 1841 3586 1091 4007 1276 3338 5299 1774 1376 1397 1469 2099 1761 1987 4984
+KRTAP4-12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2150
+ASB12 1 2 1 0 0 1 3 0 3 0 2 1 1 0 1069
+ASB14 7 12 0 7 4 9 11 5 9 5 6 4 4 14 3207
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+ZNF436 846 1239 482 1536 553 1203 2079 592 623 436 581 713 739 740 4814
+ATP2C1 3669 4671 1901 5882 2339 4963 8403 3163 3423 2406 3265 3549 3867 4335 5300
+SIRT7 322 1031 218 832 320 819 969 632 248 448 264 516 364 460 3469
+KCNQ5 34 55 37 60 23 45 88 94 93 77 60 101 112 104 6637
+C10orf57 932 1391 533 1672 625 1356 2346 903 792 595 864 1032 1059 1170 2036
+FAM189A1 8 21 4 21 8 12 24 8 4 4 6 5 4 3 4707
+IRAK4 769 1069 440 1335 494 1107 1791 628 658 435 582 677 752 820 4341
+ZNF805 289 403 161 523 188 409 646 257 293 223 235 259 263 297 10125
+NUP62CL 54 87 29 103 43 77 131 99 99 75 84 102 108 129 1761
+FNTB 638 1224 432 1336 483 1042 1811 839 633 536 697 900 856 947 2819
+TMEM151A 5 8 1 4 5 12 7 3 4 1 4 6 3 3 2528
+DSPP 0 1 1 2 0 0 3 0 0 1 1 0 2 1 4331
+PCDHB6 30 53 14 68 22 56 90 33 25 29 35 33 46 52 3030
+LAMP3 153 221 84 325 111 271 490 119 126 110 149 150 164 160 3341
+TIPIN 215 290 142 305 124 243 473 443 424 232 416 388 472 535 1280
+C20orf29 311 647 168 644 220 520 843 363 234 254 245 386 365 357 1832
+KIAA1598 2876 3614 1416 4660 1681 3784 6106 2264 2408 1738 2245 2400 2702 3027 3943
+IRX3 219 527 150 479 164 388 598 339 222 235 237 334 307 312 2308
+CNNM1 237 430 135 537 174 400 673 254 297 250 289 364 304 365 5959
+FSD1 154 435 107 354 127 359 534 394 199 278 218 357 256 359 1847
+CPVL 3 3 1 2 1 3 7 0 0 1 1 0 0 0 1779
+SLC27A3 541 1272 334 1300 420 1055 1594 878 492 565 543 890 667 728 2413
+SNCAIP 20 22 8 22 7 16 33 7 6 8 7 7 4 6 3569
+SEC14L5 24 48 19 74 28 47 63 20 17 18 13 21 14 15 6456
+RHCG 90 227 58 224 77 176 348 74 64 40 58 105 71 86 1935
+MMP24 78 139 41 139 60 143 209 79 39 53 52 92 55 70 4171
+RUNX3 1 1 0 2 0 1 2 1 2 0 0 0 0 0 4767
+DOCK10 15 33 14 31 12 28 45 24 34 16 26 21 22 31 7431
+MPI 562 1135 349 1291 390 1079 1751 509 361 352 454 597 530 579 1771
+CCM2 938 2452 651 2218 816 2038 3003 1792 877 1280 1026 1665 1375 1679 2170
+CRELD1 505 1279 350 1291 414 1108 1579 668 434 465 432 721 508 644 2888
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+OPN1MW2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2562
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+CD226 4 5 3 1 3 4 15 2 3 4 0 8 3 3 2637
+CT47A4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11639
+STAB1 2 9 0 10 4 6 11 7 1 4 2 3 0 6 7926
+SLC5A3 697 936 468 1419 504 1066 1722 685 1169 780 869 979 1094 1086 11576
+5-Mar 1797 2158 789 2621 1159 2301 3895 1458 1382 971 1404 1360 1659 1791 3926
+KLK9 0 0 0 0 0 1 1 1 0 0 1 0 0 0 1438
+DEPDC1B 734 903 355 1114 438 841 1482 672 798 503 706 718 851 957 2503
+GDPD5 95 233 60 216 76 170 263 121 61 95 58 106 81 99 3174
+SERPINB11 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1730
+SERPINB12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1218
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+CEP70 635 814 280 909 375 757 1183 510 470 287 455 412 562 580 2662
+LRFN3 121 211 75 234 75 189 313 110 72 77 100 139 100 131 2515
+ATP10A 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5234
+FOXQ1 18 19 9 34 8 19 26 18 8 6 10 16 12 12 2319
+BOC 16 48 10 50 11 34 55 41 19 29 31 41 30 45 4280
+KIAA1549 1088 1944 624 2496 751 1829 2847 707 1000 790 789 1064 921 1007 12425
+FASTK 678 2316 447 1760 617 1618 2266 1324 540 915 574 1166 773 953 1852
+RSAD2 194 348 110 428 155 300 615 125 113 107 122 115 142 147 3512
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+ASCL3 1 0 0 0 0 0 0 0 0 0 1 0 0 0 650
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+IDH3G 864 2560 627 2195 756 2109 2916 1271 626 888 758 1263 1015 1091 1712
+PTPRG 745 1118 451 1445 502 1190 1941 568 776 569 653 805 799 875 6648
+POSTN 0 1 0 0 0 0 0 0 0 0 0 0 0 0 3379
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+PITX1 53 150 39 115 58 94 162 141 34 108 50 127 84 106 2383
+DNAJC25-GNG10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1448
+BMP8B 108 247 77 319 122 240 383 168 139 150 164 171 177 171 3773
+C1orf163 623 1048 375 1303 401 961 1721 894 870 670 905 1149 980 1161 2114
+SNORA27 3 13 4 11 1 3 9 15 20 11 5 5 6 9 126
+SNORD102 5 11 2 9 0 2 8 12 7 10 5 5 7 5 72
+U58 0 0 0 0 0 0 0 0 0 0 0 0 0 0 65
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+SDC2 28 27 17 38 13 30 44 34 36 16 29 30 45 35 3485
+LAIR1 14 32 8 39 15 23 32 10 12 12 16 20 22 17 2816
+GPR116 11 22 2 28 5 25 46 11 9 7 13 9 9 17 6019
+C14orf39 1 2 3 5 1 5 6 5 3 3 0 1 3 2 2763
+FCRL2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2588
+XAGE2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1424
+PCDH1 1285 3230 854 3237 1054 2559 4263 1135 717 866 795 1186 1092 1171 5345
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+GAD2 0 1 0 0 0 0 0 0 0 0 0 0 0 0 2948
+ASPDH 1 7 1 5 1 2 8 5 2 3 1 4 0 1 1257
+C12orf40 0 0 0 1 0 0 0 0 1 0 0 0 0 0 2791
+PIK3C3 494 642 249 785 288 669 1165 342 362 248 356 377 390 454 3067
+ZSCAN20 173 260 100 337 92 224 402 129 125 99 117 170 137 167 4218
+ACTL6A 1921 2594 1048 2996 1257 2696 4565 2549 2163 1551 2369 2490 2693 3039 1906
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+KHDRBS1 6395 8903 3359 10579 4127 8695 14999 6367 5593 4036 5682 6487 6903 7555 2685
+SH3PXD2A 80 234 68 260 79 197 332 88 117 99 96 144 103 108 11247
+TTYH2 36 64 14 65 20 60 118 42 22 33 39 47 37 50 4090
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+UBE3A 2364 3033 1189 3639 1442 2994 5044 2150 2496 1632 2173 2305 2684 2926 5197
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+SH2D7 0 1 0 0 1 1 2 0 1 0 0 0 0 1 1892
+ADAMTSL2 14 33 14 31 15 38 43 20 19 24 14 19 14 19 4132
+GLCE 1301 1620 675 2051 771 1670 2752 848 994 702 967 1015 1225 1201 5043
+OTOS 0 0 0 1 0 0 1 0 0 0 0 1 0 0 566
+MXD4 904 2759 558 2169 862 2067 2875 857 324 584 354 784 650 685 3773
+CCDC22 420 965 248 876 329 778 1172 655 303 386 357 643 471 526 2317
+RHOV 395 910 228 852 284 774 1227 421 347 287 328 464 356 409 1704
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+GNA13 6710 8476 3357 10567 4159 8990 14769 5405 6463 4493 6096 6021 7171 7891 6309
+HSP90AA1 75046 86975 41367 112208 46771 99434 169405 103248 96458 64004 103820 114167 114707 137531 4074
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+TRPC6 3 1 4 4 2 1 2 10 13 7 3 9 12 11 4612
+CYP4Z1 7 10 2 13 1 15 18 5 11 6 3 10 4 5 1907
+C4orf21 231 361 148 365 139 288 505 348 469 281 362 359 460 487 6739
+MITF 50 74 28 108 27 62 109 60 40 23 39 56 57 52 6093
+SLC5A8 91 134 73 161 63 124 212 211 210 138 166 207 251 224 3286
+LELP1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 523
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+KLRD1 53 79 33 92 40 69 126 52 78 40 44 45 51 55 3355
+CELF3 33 93 20 86 24 68 80 23 24 22 15 20 16 21 5849
+C10orf76 892 1449 520 1734 572 1333 2428 880 767 623 769 937 938 1078 4101
+INS-IGF2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5248
+C7orf26 570 1349 349 1307 457 1160 1786 749 396 433 486 698 563 695 1913
+RCC1 3231 6235 2297 7084 2564 6005 9937 4920 3409 3139 3765 5429 4614 5329 3027
+PPP4R1 1678 2306 935 2850 1187 2382 4229 1639 1679 1107 1609 1760 1905 2175 3966
+USP38 1376 1749 671 2235 868 1827 3075 1030 1146 844 1107 1252 1400 1466 5194
+DBP 231 557 133 563 201 467 685 161 82 102 123 172 152 176 1643
+LTB 22 60 16 54 21 67 59 29 10 20 24 23 17 21 2679
+DLGAP2 1 5 3 9 5 4 9 3 2 3 4 1 5 2 10095
+LOC643733 1 2 0 0 0 0 3 0 0 0 1 0 0 0 617
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+FLJ40194 1 0 0 0 0 0 0 0 0 0 0 0 0 0 722
+NTSR2 1 6 2 7 1 3 2 3 4 2 0 3 2 1 1608
+NNT 1897 2760 958 3471 1210 2663 4483 1482 1594 1131 1531 1698 1733 2046 4846
+LSM1 589 846 288 965 401 763 1468 673 480 348 525 595 596 654 920
+CSDC2 0 0 0 0 0 0 0 0 1 0 0 0 0 0 2530
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+PLS1 1138 1372 579 1642 719 1377 2506 738 815 576 868 854 1067 1132 4126
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+CCDC3 7 10 1 11 5 14 10 3 4 3 6 4 4 7 2738
+C6orf57 165 215 81 227 105 224 351 156 135 77 123 161 168 177 525
+MGC29506 1 10 2 10 1 5 3 4 1 5 0 2 0 2 827
+TM2D3 648 1079 398 1146 472 1065 1679 778 538 431 630 618 671 758 1407
+CYP26A1 10 18 5 25 13 17 34 30 19 17 20 21 26 21 2479
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+LYZL2 0 5 2 3 3 3 2 1 0 2 2 1 2 2 774
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+UAP1 636 883 371 950 406 833 1424 639 580 399 562 657 746 773 2327
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+ZNF791 709 1136 373 1299 522 1045 1738 545 659 450 595 684 768 802 2495
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+LAX1 16 9 3 16 10 16 19 7 15 11 6 13 8 11 3276
+PTDSS1 1979 3213 1210 4055 1445 3280 5717 2700 2199 1672 2419 2829 2646 3028 2504
+MAP1S 77 226 42 157 59 172 210 121 45 93 62 129 81 99 3276
+PBRM1 1135 1540 595 1943 624 1489 2556 877 1197 864 982 1135 1149 1328 7730
+TMEM41A 589 958 338 1163 417 938 1593 604 491 378 538 567 635 638 2827
+CNOT2 2823 4104 1440 4785 1847 4011 6820 2421 2282 1714 2223 2516 2741 2999 3280
+CLRN3 0 2 0 2 0 2 2 1 0 0 0 0 3 1 1143
+C9orf123 429 824 258 832 296 713 1224 651 448 355 495 624 516 634 2486
+OGFOD2 168 617 123 477 165 459 639 405 168 279 174 359 197 255 2080
+GZMH 0 0 0 0 0 0 0 0 0 0 0 0 0 0 902
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+MTRR 751 1178 413 1312 485 1090 1845 925 985 630 773 879 994 1083 3298
+VKORC1 748 1369 602 1605 616 1355 2371 1619 1100 898 1258 1504 1356 1591 998
+DDX54 1081 3029 715 2517 918 2301 3446 2063 1049 1427 1175 2039 1442 1733 4381
+TUB 16 25 5 36 10 20 30 21 24 15 22 24 23 26 6601
+URB2 377 590 261 695 225 565 888 670 656 498 634 820 797 862 5613
+DPPA4 4 25 6 15 6 14 21 10 15 14 10 10 10 10 2817
+DHX36 2675 3390 1312 4176 1692 3534 5762 2168 2536 1716 2342 2347 2785 3114 3611
+RORA 56 87 27 146 47 109 159 18 48 46 31 42 54 57 11533
+SLC13A2 0 1 0 0 0 2 0 1 4 0 0 2 0 1 2643
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+ZFYVE19 605 1454 395 1394 463 1239 1812 679 403 505 413 721 561 679 2273
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+KIR3DS1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1741
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+ODAM 2 2 0 3 0 3 2 0 1 1 1 1 0 2 1288
+TXNL4B 742 1080 427 1304 486 1164 1897 750 681 470 669 822 689 879 2887
+PARP16 375 646 239 740 266 551 1022 422 364 249 323 437 423 468 2534
+FAM78A 108 262 89 256 99 200 322 119 66 88 79 123 105 125 3936
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+CACNA1I 9 10 2 8 7 15 24 19 11 10 10 16 11 10 10003
+PRR3 392 661 286 842 241 689 1127 531 440 314 480 542 494 600 10212
+LY6G5C 58 131 52 149 43 166 184 53 48 24 60 74 70 64 2178
+CCDC17 21 68 11 57 9 36 52 41 25 32 18 26 21 31 2249
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+RPL31 24339 43859 14487 47629 18245 41593 72811 27949 20547 14815 22181 25498 23911 27842 1481
+TRIM32 990 1885 706 2242 770 1796 2984 991 919 683 997 1105 1080 1210 3719
+ARMS2 1 0 0 0 0 1 0 0 1 0 0 0 0 1 808
+NLRP3 6 23 6 20 16 18 32 15 15 12 4 11 10 8 4493
+TTC25 86 161 44 188 49 120 241 67 51 39 65 85 75 121 2083
+DIO3 18 45 9 25 8 34 41 27 18 10 16 20 14 18 2102
+HEATR2 636 1258 378 1307 473 1090 1707 1054 713 752 721 932 892 955 3414
+C2orf86 126 204 91 239 85 197 352 142 105 96 135 155 163 176 3384
+P2RY10 0 1 0 2 0 1 3 0 1 0 1 3 2 1 1790
+MIR29B1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 81
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+TCEB2 911 3864 646 2176 1190 2775 3222 2274 549 1382 713 2058 1395 1649 990
+KIAA0895L 220 691 156 693 144 502 616 428 338 348 257 421 293 366 3400
+RRS1 460 755 265 794 298 678 1161 888 554 450 650 816 723 870 1706
+ZFPM2 3 4 0 4 0 3 8 2 1 0 4 2 2 2 4478
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+ZNF154 0 2 2 3 0 0 0 1 3 3 1 3 0 0 2747
+NAT9 433 1107 270 1111 344 943 1430 596 404 374 323 630 404 591 1875
+AKAP14 0 1 1 3 1 1 5 3 2 0 1 1 1 2 912
+SCML1 348 461 173 577 197 452 661 410 465 307 337 381 425 474 2911
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+KLHL22 292 847 218 737 299 711 1015 514 270 404 307 507 368 454 2616
+GGPS1 1000 1273 544 1506 619 1336 2186 837 682 508 767 839 855 1021 2969
+ZWINT 1625 2638 1091 2975 995 2193 3853 3294 2755 2046 2663 3350 2972 3645 1851
+ZNF12 1875 2485 908 3035 1173 2626 4140 1385 1557 1003 1510 1480 1748 1803 5063
+XPO4 1337 1685 701 2121 749 1686 2668 1301 1804 1176 1371 1573 1707 1903 9885
+ZNF669 300 428 182 436 183 422 630 327 336 263 338 403 415 481 1980
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+WDR36 1286 1591 717 2031 723 1593 2717 1224 1622 1099 1446 1505 1698 1823 6592
+DRD2 0 1 0 2 1 1 3 1 2 1 2 1 1 2 2699
+UBE2J2 534 1019 368 1139 431 963 1627 768 474 432 529 711 698 798 2437
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+UBE2Q2 1146 1318 571 1735 744 1532 2525 1068 1063 732 1042 997 1338 1438 3545
+MOBKL1A 1076 1238 505 1546 546 1234 2079 736 1070 656 874 879 1075 1165 6958
+UBE2F 573 788 345 1022 407 819 1533 615 531 350 515 576 611 683 1352
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+GAGE10 1 0 0 1 0 0 0 0 0 0 0 0 0 0 549
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+CALCOCO1 1462 3534 821 3632 987 2910 4357 913 813 748 671 929 878 852 3045
+DKFZp686K1684 3 6 1 5 0 2 1 6 1 2 0 3 4 4 1656
+VWA3A 106 189 77 261 69 200 313 141 119 94 136 154 141 191 4593
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+HOXD11 1 2 0 2 0 0 2 1 1 0 1 3 1 0 1463
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+C15orf58 38 112 19 108 40 70 122 49 27 29 40 38 39 35 1351
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+TMEM182 216 266 97 325 124 305 478 179 210 149 210 240 244 285 3588
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+ROCK1 2712 3588 1354 4520 1572 3532 6027 1673 2467 1722 1999 2237 2533 2633 6648
+HDLBP 19684 38136 12552 44289 14480 35511 58249 22565 19495 16529 19249 27052 22828 26111 6642
+HP 1 0 0 0 0 0 1 0 0 0 0 0 2 1 1431
+VEGFC 99 149 41 193 80 165 281 64 62 31 68 69 86 77 2079
+NMU 16 33 7 22 6 22 27 21 19 7 17 17 19 22 809
+SPECC1 2500 3899 1423 5193 1785 3884 6811 1991 1913 1463 1929 2380 2330 2644 4414
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+GPATCH4 812 1438 545 1715 567 1364 2285 1542 1283 859 1177 1670 1352 1716 1967
+PIF1 53 185 34 135 23 109 114 127 106 102 60 109 69 99 2655
+STX8 313 509 171 575 206 485 900 346 273 205 335 313 325 385 967
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+KCNMB1 5 11 0 16 1 3 7 2 1 3 4 2 3 1 1517
+ARID3B 130 261 85 333 88 274 364 173 132 152 125 182 157 177 4241
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+GJB5 28 49 16 68 27 52 88 33 16 18 28 37 33 38 1281
+SLC28A2 11 21 7 17 8 19 24 8 10 9 2 12 5 13 2463
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+MED31 118 171 63 184 78 160 254 105 118 64 90 124 116 131 1656
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+KLF17 0 1 0 5 0 2 1 2 2 0 0 1 0 1 3128
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+C10orf105 2 12 1 3 3 6 8 5 2 3 1 6 1 8 4933
+SGSM3 508 1555 289 1257 419 1118 1454 631 337 470 323 590 525 524 2989
+C1orf100 1 0 0 0 0 0 4 1 0 0 0 1 0 1 579
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+HBP1 3542 5046 1690 6293 2512 5437 9276 1989 1906 1310 2013 2022 2436 2666 2829
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+TTLL13 6 13 2 14 2 16 8 4 3 4 3 2 5 7 1793
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+ATP6V1G1 4322 6278 2273 7051 2975 6215 10169 4297 3207 2570 3681 4129 4369 4934 1611
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+NMB 200 401 108 417 171 362 565 278 135 177 174 239 222 249 1030
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+UNC13A 8 12 4 12 6 6 20 8 17 6 5 13 6 11 9837
+CYP51A1 3284 4110 1779 5078 2029 4165 7269 3353 3056 2317 3364 3374 4221 4472 3288
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+DYNC1LI1 896 1142 474 1421 592 1203 2024 911 790 566 893 844 1080 1146 2502
+C14orf115 1 1 0 3 0 3 5 3 4 0 1 1 0 0 3416
+NCK2 677 1304 377 1344 539 1209 1880 732 471 440 509 741 654 709 2667
+DIMT1L 780 919 417 1110 496 1018 1690 974 855 549 890 893 1036 1157 1557
+IL17RD 143 236 98 300 92 217 371 138 177 135 150 209 172 200 8720
+FNDC8 8 27 10 26 8 21 33 24 21 14 18 24 21 14 1355
+FBLIM1 330 699 194 778 273 660 1042 294 203 221 244 310 252 287 3773
+ROBO2 0 0 0 0 0 0 0 0 0 0 0 1 0 0 8688
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+WDHD1 1149 1509 746 1831 688 1429 2518 1701 2040 1384 1737 1905 2085 2414 6031
+SNAPC1 442 504 202 559 250 567 925 415 430 287 406 420 524 553 2656
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+CCL27 0 0 1 0 0 0 1 0 1 0 0 2 1 0 446
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+GPR135 5 16 2 14 3 20 16 6 4 7 10 5 8 10 1820
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+MEIG1 7 9 9 14 4 18 27 11 7 3 4 13 11 8 625
+OR14J1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1932
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+KCNV1 2 1 0 1 0 2 1 2 0 0 0 1 0 1 2929
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+KPNA1 2369 3199 1315 4181 1535 3315 5672 2670 2789 1980 2640 2960 3118 3455 7012
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+HERC4 1485 1868 687 2320 921 1865 3245 1093 1095 828 1082 1162 1351 1442 4517
+KIAA1210 25 40 14 46 12 23 46 10 14 24 16 17 18 30 7824
+ZDHHC22 36 75 27 90 29 58 118 100 78 68 84 119 100 95 3408
+SEC14L3 0 0 0 0 2 0 0 1 0 0 0 0 0 0 2083
+MAT1A 0 0 4 2 0 0 0 17 21 12 11 25 23 27 3404
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+HDC 1 1 2 3 0 4 4 2 2 4 3 3 2 3 2641
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+ZNF503 75 118 39 128 40 101 180 80 52 48 65 76 68 56 3179
+ACCN1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4271
+NFKBIL2 216 781 183 589 200 496 657 736 358 651 363 645 462 582 4515
+DOK5 1 1 0 3 1 3 3 2 0 0 0 0 0 1 1833
+UTP18 1613 2064 961 2443 1079 2197 3827 2564 2019 1491 2200 2268 2528 2789 1884
+PSMC2 6800 9134 3557 11374 4632 9828 17028 7542 6297 4391 7023 7676 7613 8672 1527
+SYT14 0 1 0 0 0 1 0 0 1 0 0 0 0 0 5369
+ENTPD8 25 123 23 69 33 102 83 118 38 113 38 117 51 84 2222
+TXLNA 1826 3530 1169 3994 1276 3004 5160 2414 2107 1789 1972 2728 2215 2772 4796
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+MTNR1B 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1662
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+STON1 187 235 86 350 124 282 469 86 95 61 93 84 102 127 5812
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+POLR1B 1014 1566 657 1854 715 1519 2575 1492 1581 1163 1476 1706 1731 1991 5409
+MOGAT3 1 6 0 5 1 4 6 1 2 3 3 4 0 2 1407
+GPR152 1 6 0 2 0 3 0 1 0 0 2 0 0 0 1429
+DDX53 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2120
+USP12 1582 1985 870 2647 988 2196 3526 1565 1753 1212 1651 1630 1948 2146 4503
+PDZD2 20 54 25 79 19 44 92 22 35 17 13 18 33 19 11642
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+GATA6 117 163 59 183 74 144 279 65 40 49 56 44 79 98 3494
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+FBXO15 61 90 36 106 44 110 167 52 43 34 47 62 70 59 1850
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+AKAP7 52 72 28 74 34 70 119 43 49 30 51 36 52 58 3121
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+VAMP3 2819 3703 1444 4537 1793 3928 6434 2422 2072 1521 2307 2231 2613 2841 2205
+CNOT8 2358 3043 1197 3655 1483 3008 5153 2406 2165 1522 2095 2222 2505 2721 2483
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+ARHGEF10 437 870 278 912 292 724 1155 577 547 506 466 630 540 630 5591
+KIAA1919 182 220 107 327 130 244 358 135 181 121 150 188 197 222 3918
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+AVPI1 280 520 182 580 215 534 836 370 251 209 302 340 287 352 1392
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+ZNF225 112 159 48 189 73 143 239 57 76 48 68 83 80 86 2731
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+C1orf129 0 1 0 1 0 1 0 0 0 0 0 0 0 0 3695
+OTUD7A 15 48 10 43 22 21 63 31 24 19 32 33 26 30 3042
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+HS6ST1 1110 2617 731 2554 924 2179 3481 1600 833 1106 965 1743 1290 1571 3952
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+C17orf65 188 438 109 455 133 357 533 243 214 201 175 257 175 242 2245
+DOCK11 334 470 181 639 259 512 912 162 246 135 201 205 244 297 6638
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+GAL 36 59 27 67 42 64 96 198 95 124 117 195 135 130 778
+KIAA1432 893 1369 489 1715 628 1375 2348 704 974 717 753 913 972 1013 6759
+WDFY1 1955 2725 1037 3405 1218 2693 4591 1347 1568 1069 1594 1648 1853 1992 4607
+ZFP28 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4087
+MYL1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1151
+TTC16 0 4 1 0 0 3 3 1 0 0 0 2 0 1 2884
+GRN 4039 13041 2834 10303 4162 10200 13861 5189 1917 3893 2536 4972 3789 4330 2305
+PSMC1 7411 10170 4201 13072 4967 10752 19071 8654 6932 4782 7831 8973 8303 9619 1586
+SYN2 5 7 1 7 2 5 8 5 2 0 3 3 4 5 5671
+PLK3 95 250 55 224 74 219 303 152 112 109 82 148 122 134 2358
+TFIP11 1150 2089 689 2434 777 1969 3141 1244 941 833 1053 1447 1152 1432 2925
+GMNN 459 601 280 577 298 515 938 923 751 500 694 761 875 984 1215
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+PI15 0 0 0 0 0 1 0 0 0 0 0 0 0 0 6732
+MBTPS2 966 1382 533 1552 606 1265 2261 819 936 642 865 1005 1088 1170 4524
+TYSND1 523 1310 333 1251 409 1096 1643 962 586 643 613 954 724 893 3802
+C10orf107 4 3 0 3 0 3 6 3 0 1 0 3 1 0 1250
+FAM163A 3 4 5 6 5 5 2 1 2 0 2 0 4 3 2910
+LOC391322 10 19 2 25 2 22 14 9 11 7 8 11 3 13 563
+REEP3 1946 2310 945 2927 1207 2400 4190 1643 1678 1150 1727 1683 2066 2142 5203
+VPS4B 1504 1941 746 2284 938 1958 3309 1066 1130 785 1155 1181 1427 1477 3378
+PLXNA3 494 2025 364 1664 466 1507 1649 1243 821 1291 572 1036 752 943 6745
+LOC400654 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2405
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+PCNX 2648 4008 1604 5228 1734 3895 6727 1859 2773 2023 2133 2633 2744 2888 12919
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+CTSH 2008 3811 1302 4247 1612 3635 6417 1898 1191 1063 1416 1694 1644 1725 1485
+ADRA2A 2 0 0 1 1 0 0 2 5 0 0 3 1 4 3873
+SFTPD 21 77 17 52 23 57 94 34 26 17 17 31 22 41 1283
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+TMPRSS6 10 21 6 34 15 23 28 21 17 22 12 18 14 15 3191
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+CABP7 1 6 0 9 1 6 9 5 0 2 0 4 5 2 2978
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+SP100 1379 2219 860 2573 1022 1931 3811 1215 1062 801 1038 1057 1323 1270 6888
+CCL13 0 0 0 0 0 0 0 0 0 0 0 0 0 0 851
+LOC100288069 128 326 91 371 77 292 342 93 187 170 85 181 136 148 1371
+CXorf21 6 6 2 4 4 11 11 4 7 4 1 3 7 1 1927
+C17orf39 463 689 272 848 318 652 1163 391 381 274 376 413 435 512 4232
+SERPINE1 60 89 31 108 38 113 141 61 58 65 86 72 56 81 3180
+SYNGR3 185 379 84 346 135 321 443 171 75 130 111 156 142 157 2029
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+FADD 1062 1882 691 2261 904 1893 3197 1546 1042 908 1157 1520 1361 1620 1853
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+KCTD6 98 161 71 169 51 109 254 154 135 77 133 136 136 171 1907
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+C9orf140 1156 3010 829 2648 1050 2287 3489 2407 1225 1707 1384 2486 1831 2068 3833
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+ACP5 4 29 8 20 6 22 36 10 5 11 8 8 12 9 1810
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+SNAPIN 528 831 318 985 350 768 1353 492 420 253 422 490 494 550 1034
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+SLFN12 0 0 0 0 0 1 1 1 1 0 0 2 0 0 2390
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+SPIN2B 70 106 37 98 56 102 163 73 60 44 49 69 51 69 1262
+KIAA0182 6380 13156 4007 13792 4500 10607 16373 8718 8301 7194 6985 9291 8330 9434 7502
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+ZAR1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1436
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+SNAP47 557 1241 332 1143 451 1145 1640 682 492 447 473 725 607 682 2367
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+CABLES2 856 1965 538 1998 652 1579 2506 1410 965 1011 1008 1390 1181 1411 3785
+SPIRE2 335 996 175 832 265 724 1094 322 203 258 167 316 233 282 3244
+KIAA1826 347 496 191 600 231 506 856 325 312 188 320 293 323 358 4087
+CLIP2 223 682 150 577 239 568 796 335 139 270 189 363 267 310 5563
+YIPF4 1323 1392 569 1800 747 1534 2548 980 858 572 911 926 1160 1272 1964
+C11orf74 207 291 103 296 145 287 462 194 145 82 142 136 184 215 820
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+POLR2E 739 2301 505 1669 677 1672 2331 1372 610 972 712 1407 966 1162 2866
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+KIAA0754 230 375 153 543 186 403 663 112 374 246 216 365 285 320 6979
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+YTHDC1 2883 4415 1629 5412 1800 4314 7118 2533 2712 1908 2455 2912 2898 3346 6249
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+CCDC163P 99 212 47 244 77 194 302 136 120 92 108 120 117 159 2169
+RPL5 19329 27668 10671 32850 13683 28690 49292 22132 17309 11547 18327 21220 20713 23568 1031
+RGNEF 290 495 177 602 181 449 805 324 357 271 354 411 408 454 6351
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+ZNF697 135 209 79 259 102 206 374 171 141 112 123 151 143 162 5080
+TIGD1 393 606 262 659 280 560 983 508 445 329 453 481 560 542 2448
+ASPG 1 4 2 2 2 3 5 1 1 1 1 2 1 1 1844
+B3GNT8 23 73 15 45 28 49 58 25 3 15 12 20 13 15 1874
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+CD320 83 262 65 163 85 169 235 352 94 203 123 296 188 260 1251
+POLR3E 659 1532 411 1516 534 1307 1962 962 696 726 617 1027 763 936 2605
+GPA33 0 0 0 0 0 0 2 0 0 0 0 1 0 0 2793
+LPHN3 162 242 73 275 100 212 418 102 122 77 105 144 121 129 6125
+PDHX 1002 1369 536 1646 660 1378 2330 1130 947 703 979 1110 1129 1293 2987
+NCRNA00152 139 206 76 278 89 182 394 119 89 75 89 135 132 132 950
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+RAB3IL1 76 237 43 193 83 222 288 184 84 136 94 191 123 151 2284
+FAM160B1 1270 1646 612 2121 677 1653 2563 833 1067 771 892 941 1030 1163 6143
+SLC45A2 1 3 0 3 0 5 2 1 1 0 2 1 0 5 3011
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+LENEP 3 5 0 2 0 3 3 1 2 0 0 1 0 2 649
+ZNF485 186 223 88 282 108 245 355 229 184 144 217 190 205 258 2054
+CD302 127 170 60 198 74 158 302 105 101 93 97 98 116 131 3977
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+PRDX6 4956 7200 2948 8576 3214 7191 12302 6082 4568 3335 5081 5730 5899 6400 1670
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+NOP16 349 772 278 783 309 661 1116 993 556 590 608 962 782 843 537
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+AGPAT5 755 942 403 1102 480 983 1666 1109 1085 689 1016 1054 1216 1405 5519
+UFSP2 380 502 214 606 247 553 854 396 304 218 288 371 379 435 2379
+MAPRE3 349 750 236 738 264 666 982 427 299 283 320 471 355 458 1870
+XYLB 153 267 99 324 101 246 378 206 249 191 218 285 263 302 3683
+ZNF34 157 250 103 301 86 265 440 186 119 93 122 146 176 173 1935
+HORMAD1 0 0 1 0 0 1 0 0 0 0 0 0 1 0 1879
+FAM153B 15 29 16 28 13 26 32 8 20 9 10 16 17 19 2095
+TRERF1 777 1700 512 1858 563 1388 2254 491 569 482 433 642 616 656 7580
+LOC100289361 27 47 19 48 18 42 60 19 15 17 16 29 25 37 622
+PDGFRL 272 439 162 508 195 422 760 356 232 199 296 303 339 389 1906
+PRR20D 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9235
+STAT2 2003 4056 1273 4973 1329 3309 5781 1631 1672 1349 1388 1679 1738 1779 4548
+ZSCAN23 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3161
+C12orf73 154 291 101 264 108 249 413 254 174 155 187 243 222 241 1693
+DSC3 21 32 5 39 8 29 45 12 18 19 15 26 18 17 6978
+C17orf47 7 16 1 15 5 8 12 9 9 6 9 9 5 4 2077
+NLGN2 767 2167 508 2283 595 1567 2373 1159 811 879 713 1157 834 956 4642
+KLK13 0 3 1 1 0 0 0 3 1 4 5 4 2 4 1258
+FRMD4B 450 680 205 785 318 588 1105 246 259 198 280 314 342 334 5261
+VSNL1 5 9 2 16 4 4 12 5 4 2 2 1 4 7 2005
+VLDLR 395 538 174 651 231 537 892 268 296 226 256 316 301 346 3636
+PSG9 84 87 44 141 59 141 199 45 51 52 70 81 70 88 1706
+PSD 32 121 23 91 20 88 109 55 30 42 19 70 30 28 4183
+C1orf110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1552
+GRTP1 233 415 145 472 152 397 567 252 166 183 195 215 233 241 1406
+PDXP 233 430 177 467 178 418 735 478 266 249 333 464 359 445 2005
+FHOD3 33 71 20 64 21 50 92 40 42 31 38 65 58 63 4942
+OR52N1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 963
+TTC4 665 985 365 1208 435 929 1702 770 698 472 685 835 763 889 2391
+MRGPRX2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2035
+ISCA2 563 823 331 987 376 784 1353 590 464 309 511 564 555 651 1061
+PSEN1 4001 5808 2233 7368 2675 6103 10550 3077 2961 2097 3096 3452 3642 3968 6089
+TNMD 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1348
+C11orf35 26 151 24 103 25 82 95 55 16 59 14 46 27 30 2097
+ADAMTSL1 5 9 2 15 5 12 14 2 1 5 1 7 4 6 7971
+KRTAP20-3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 273
+SPATA22 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1717
+PPP1R9B 2110 5400 1389 5175 1618 4124 6397 2419 1524 1850 1557 2607 1937 2291 4048
+XRCC3 302 805 208 704 280 616 905 985 539 718 533 953 699 840 2639
+RPL39L 225 340 121 381 176 314 552 427 253 209 310 310 292 401 703
+TEKT1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1413
+FAM167A 56 124 40 151 42 125 186 58 51 37 57 68 73 83 4093
+ODF3 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1284
+CGB2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 732
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+FAM111B 639 786 435 890 400 777 1331 1256 1331 974 1207 1244 1434 1660 3559
+UBE2A 3135 3973 1528 4749 2021 4044 7062 2932 2552 1761 2672 2627 3124 3381 2968
+KRT72 0 0 0 0 0 0 0 0 1 0 1 0 0 0 2015
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+BCO2 4 11 1 16 4 12 22 9 14 6 8 11 1 5 3002
+FMR1 2981 4058 1525 4592 1848 3800 6425 2427 2717 1753 2545 2465 2908 3142 4411
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+IMPAD1 2473 3312 1328 3959 1625 3308 5614 2047 2284 1581 2148 2333 2650 2765 7227
+ADORA2B 185 284 104 342 120 262 427 214 165 156 194 218 241 283 1885
+NMT2 506 712 262 881 322 715 1202 586 561 433 517 592 605 655 5004
+CDC40 1189 1667 558 1848 682 1578 2666 932 1046 673 978 1102 1179 1350 3852
+SEH1L 944 1308 605 1602 669 1271 2186 1540 1452 983 1442 1583 1683 1874 3506
+SLC25A5 18646 28725 11490 35287 13199 29317 51292 26376 19597 14456 22708 25094 24527 27788 1349
+SHARPIN 376 1169 246 915 329 896 1120 693 240 478 266 677 442 556 1816
+ACVRL1 2 12 1 15 5 7 22 1 2 2 3 6 3 6 4404
+EGR3 153 315 172 285 63 209 329 1466 1584 998 1032 1249 1076 1314 4334
+PPP2R5B 169 482 129 474 127 380 664 189 118 123 132 174 173 208 2748
+TGOLN2 8398 13378 4834 16413 5342 12517 21122 7097 7880 6101 7414 9345 9213 9974 6316
+C5orf4 584 1196 428 1302 452 1026 1806 610 499 377 503 555 689 692 2997
+WWP2 2086 4415 1341 4905 1456 3663 6111 2255 1730 1728 1727 2309 1951 2311 6492
+KEAP1 1915 4635 1209 4480 1577 4256 6201 2452 1218 1607 1541 2591 1960 2332 2701
+MAP3K5 670 1022 406 1180 477 958 1598 583 642 422 589 620 765 721 5195
+PI4K2A 1102 1911 660 2316 815 1917 3113 1069 928 697 973 1303 1108 1300 4185
+SKIV2L2 2369 3035 1209 3657 1449 3035 5260 2537 2584 1651 2527 2643 3016 3341 4204
+GCC2 2027 2503 979 3109 1149 2508 4166 917 1468 995 1245 1311 1615 1677 6976
+TOMM34 945 1625 584 1950 703 1586 2744 1307 976 795 1053 1345 1209 1451 2049
+STARD3 531 1256 355 1291 429 1137 1745 631 378 412 445 601 546 621 2847
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+NEDD1 1363 1593 703 1967 775 1584 2753 1501 1689 1098 1561 1466 1855 2044 4090
+DIRC2 544 731 313 919 353 738 1323 442 423 287 457 444 522 564 3337
+MAPKAPK2 4751 9286 3113 11009 3721 8910 14541 6037 4608 4050 4912 6470 5617 6402 3589
+KBTBD6 499 719 264 841 301 650 1038 556 552 399 521 572 692 720 5228
+TMEM104 217 541 171 534 179 466 764 502 243 366 271 470 368 438 4749
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+TRIT1 467 630 262 824 309 616 1014 573 443 352 438 518 550 593 2128
+HSPBAP1 127 200 71 254 82 208 365 169 147 115 133 162 197 178 1936
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+COPS5 1623 2429 880 2740 1149 2394 4115 1848 1455 1003 1501 1701 1777 1911 1489
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+DUSP14 249 418 173 457 179 427 665 387 254 234 317 407 350 391 1508
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+PLEKHA7 735 1582 441 1649 553 1311 1959 580 530 583 498 707 621 709 4803
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+COX6A2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 409
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+HDAC5 534 1609 379 1445 445 1235 1860 534 288 354 326 507 436 471 5327
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+PSPC1 1888 3095 1034 3582 1296 3033 5117 1928 1567 1219 1667 1886 1906 2261 2393
+POLR2J3 75 209 51 152 67 123 216 82 60 62 39 87 62 82 1680
+RNASEK 979 2328 636 2316 833 2062 3548 1409 704 739 811 1118 1047 1165 748
+HUWE1 6995 12934 4909 17979 4643 11414 19538 6614 11270 7820 7355 10794 8891 9296 14725
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+TMCO5A 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1158
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+FAM179B 1672 2342 859 2796 1048 2248 3799 1085 1430 965 1145 1341 1446 1583 6242
+KIAA0114 474 939 330 1047 343 873 1558 793 599 417 613 828 596 775 855
+OR7E156P 9 17 5 18 7 10 15 3 5 9 3 8 11 13 2647
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+TIAF1 6 8 3 9 2 10 9 4 7 0 5 1 2 3 2089
+ZNF789 242 401 110 481 139 372 498 246 271 215 209 227 220 274 1766
+DSG2 4508 5919 2449 7399 2919 5897 10596 3344 4248 3139 4045 4236 5015 5414 5653
+PRMT2 1866 4144 1164 4083 1506 3827 6049 2383 1377 1550 1541 2530 1942 2265 2240
+CFHR4 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1292
+C5orf52 0 0 0 0 0 0 0 0 0 0 0 0 0 0 695
+EVPLL 20 41 11 42 15 44 52 29 18 25 10 40 21 30 1989
+ABCD4 729 1580 461 1667 533 1326 2073 806 592 591 517 739 645 725 3157
+DGCR2 1471 3711 951 3487 1339 3095 4753 1956 1041 1460 1183 2030 1622 1855 4492
+EBAG9 1003 1215 516 1460 607 1345 2212 926 772 567 810 836 987 1106 1861
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+FBXO38 1046 1535 572 1796 674 1515 2612 867 882 650 748 987 970 1215 4376
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+AURKC 8 10 5 4 2 13 13 5 5 1 4 4 4 4 1301
+PART1 21 60 13 50 9 40 48 24 29 33 19 42 21 34 9497
+INE1 32 67 15 119 15 84 59 43 64 51 37 42 27 40 1006
+C3orf51 0 0 2 1 0 0 1 1 2 2 0 1 0 1 2258
+KIF13B 624 1120 359 1302 411 858 1651 390 433 334 348 445 424 471 8766
+CSRP2BP 595 960 382 1225 414 906 1609 677 581 462 620 714 727 773 3846
+ULK4 137 221 82 244 89 215 340 153 129 116 126 177 193 187 4359
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+REL 363 497 179 633 205 495 767 87 338 240 203 338 297 349 2592
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+KHDRBS3 20 14 8 23 9 21 24 23 11 12 17 20 18 25 1956
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+CRIPT 742 881 316 978 431 946 1540 585 481 354 507 502 646 686 1917
+NPTXR 827 1614 508 1900 588 1350 2321 1063 796 731 899 1246 950 1149 5814
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+C17orf55 11 68 6 44 10 43 37 12 13 18 7 13 14 14 2970
+DCBLD2 1138 1531 566 1942 755 1531 2747 904 1153 808 1033 1112 1207 1345 6093
+WASF2 3195 6040 2102 7410 2289 5613 9266 2913 3238 2497 3153 4278 3641 4221 4270
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+T 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2518
+ABI3BP 4 1 0 1 0 3 2 1 1 1 2 3 4 1 4473
+TSTD2 562 885 318 1097 361 892 1458 488 569 431 475 637 608 668 4428
+SI 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6011
+ANKRD35 39 109 30 105 29 78 124 26 13 20 17 43 30 33 3363
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+LMO1 1 2 1 3 3 2 2 3 0 5 1 4 3 3 1274
+ACTR3C 61 107 32 128 38 94 172 79 67 41 53 81 85 81 1419
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+ZIC5 72 126 42 129 51 108 163 161 148 89 119 152 161 191 4597
+C2orf82 1 3 0 2 3 1 1 2 0 0 1 3 1 0 465
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+TRIM58 29 54 19 54 20 52 48 32 25 30 12 33 27 24 5156
+DPPA5 0 1 0 1 0 0 2 0 0 0 2 2 0 1 612
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+TSPAN2 14 42 3 23 20 30 42 10 13 8 12 8 13 12 3211
+TAF11 1480 2149 833 2502 955 2146 3672 1696 1433 999 1436 1614 1707 1938 1533
+ENTPD4 539 777 308 1006 345 806 1390 494 552 409 465 567 524 622 2990
+MAP6 27 58 23 90 23 62 127 37 26 29 25 37 33 46 5596
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+CDKN1C 6 16 4 26 8 15 25 8 4 7 4 7 5 7 1930
+EIF3D 4943 8197 2884 9634 3425 8074 13737 5878 4456 3520 4973 6214 5608 6460 1949
+PCMTD2 2355 3171 1085 3911 1460 3217 5169 1588 1744 1243 1639 1708 1947 2062 3912
+LRRC33 0 7 1 5 3 10 4 4 3 2 0 1 2 0 2464
+HSF2BP 47 76 26 99 37 67 134 76 71 52 67 77 56 86 1899
+NPIP 1010 1992 639 2394 666 1694 2708 1469 1395 1009 1078 1176 1089 1280 1102
+SLC25A44 1278 2119 783 2751 849 2222 3700 1218 1160 854 1213 1497 1314 1484 3631
+RHOBTB1 404 565 212 688 233 509 1010 466 507 362 428 532 515 574 4790
+SULT1C2 6 12 2 12 1 12 11 6 8 8 11 6 9 6 2890
+NLRP14 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3823
+GSTA1 12 19 3 13 5 14 20 2 1 2 1 5 6 4 1258
+LYZL4 0 0 0 0 0 2 0 0 0 0 0 0 0 0 872
+RFTN2 6 11 5 11 3 6 11 5 4 2 7 10 5 6 3113
+RNF125 125 191 63 227 79 167 298 148 191 132 138 172 189 204 5888
+PQLC2 157 411 131 411 138 352 552 217 138 208 151 245 186 234 2255
+UHRF1BP1 1296 2096 873 2764 882 2077 3611 1275 1636 1277 1422 1851 1720 1787 9633
+C9orf167 31 75 17 88 23 63 67 53 26 49 21 40 30 37 4069
+ELMO1 3 3 2 2 2 1 12 8 3 1 5 1 4 1 4026
+PHLDB1 258 613 176 652 221 491 775 643 380 475 396 639 518 556 5804
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+MDH1B 70 102 26 120 54 100 170 61 60 38 54 58 71 65 2330
+ADORA2A 14 46 14 45 20 32 36 49 35 26 26 43 25 32 2566
+GSTCD 825 1021 416 1291 484 983 1748 779 922 600 802 912 992 1092 4355
+HDGFRP3 2587 3163 1312 4033 1679 3398 5867 2134 2176 1473 2287 2209 2711 2961 1973
+C20orf201 0 0 0 0 0 0 0 0 0 0 1 0 0 0 868
+DUSP28 34 63 26 84 31 60 109 53 30 27 36 38 31 44 1555
+IL1R1 1305 2066 638 2583 951 2277 3922 196 207 192 252 274 371 316 4907
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+LBH 12 12 1 16 5 10 18 8 7 1 5 10 9 7 2938
+ASMTLAS 1 0 0 0 0 0 0 0 0 0 0 0 0 0 6030
+KIAA1257 46 87 24 80 44 60 139 53 33 35 43 62 65 69 1710
+RBM27 2139 2957 1171 3686 1356 2912 5058 1821 2388 1644 2061 2234 2506 2699 6540
+C2orf29 2144 2809 1135 3518 1347 2917 4991 2288 1981 1387 2140 2123 2348 2530 2518
+TNFSF10 35 52 21 61 32 43 101 27 16 15 13 16 22 16 3063
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+TFRC 9539 11959 5287 15643 5964 12287 21533 11192 13311 8957 12242 13423 14220 16006 5295
+NTN3 1 8 2 1 3 3 1 5 2 2 0 1 3 1 1986
+ZNF132 41 46 27 54 16 48 83 34 27 23 34 27 32 39 3031
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+MLL3 3107 4542 1857 6723 1994 4524 7806 1936 3932 2713 2400 3452 3277 3277 16862
+PTRH2 1326 1973 810 2419 873 2026 3532 1886 1476 1072 1576 1888 1795 1975 798
+FAM46B 104 219 79 214 93 204 303 125 70 82 74 143 82 107 2372
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+FAM48A 1459 2031 773 2510 905 2116 3433 1359 1381 1028 1321 1471 1550 1717 3028
+SPRYD3 1655 3695 1148 3966 1303 3389 5242 2245 1481 1453 1631 2643 1992 2412 2931
+CAPN10 63 256 50 151 72 178 203 136 60 130 51 113 76 93 2643
+MAGEE1 101 169 59 174 63 149 243 122 114 78 99 112 101 123 3699
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+PCNXL2 441 802 284 928 307 703 1252 437 432 348 395 562 487 570 6817
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+ITFG1 1467 1776 697 2170 908 1926 3277 1228 1045 804 1232 1161 1384 1428 2230
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+PRG4 10 14 4 19 3 5 8 5 9 7 7 8 5 8 5044
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+DDX49 608 1445 379 1368 507 1241 1844 1101 519 654 609 1050 799 915 1836
+HOXA9 1 4 1 2 0 1 5 4 2 0 3 0 0 1 2057
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+C1orf158 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1018
+SLC46A3 635 781 286 1046 384 882 1420 427 416 295 391 430 495 491 3342
+AMDHD1 12 13 2 8 7 12 21 10 9 7 8 7 3 9 2135
+CWF19L2 378 409 166 531 180 413 742 298 289 184 311 277 353 392 3279
+PLD4 0 3 0 1 1 1 3 1 1 0 2 0 0 0 1934
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+FIS1 2407 6364 1820 6023 2325 5317 8579 3982 1877 2177 2356 3564 2898 3445 739
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+RHOBTB2 545 1208 333 1295 432 1010 1595 598 424 475 438 713 574 645 5823
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+IQUB 11 24 10 25 13 17 23 10 8 4 4 12 9 16 3112
+AFAP1 1231 2434 764 2702 929 2072 3589 930 922 840 832 1193 1040 1172 7770
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+EHBP1L1 1335 3252 811 3260 926 2340 3736 1522 1258 1213 1034 1724 1345 1523 5180
+C6orf176 1 2 1 1 0 0 1 5 5 3 3 0 3 2 2429
+POLR1E 646 1143 418 1244 507 1075 1865 837 764 562 761 981 886 1111 1854
+FAM109B 48 114 22 108 49 82 145 81 64 43 69 85 65 104 2332
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+PARS2 249 495 166 569 196 461 787 304 215 190 251 292 267 310 2384
+SKI 674 1259 370 1401 503 1147 1734 782 630 641 578 815 758 796 5706
+DMRTC1B 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2200
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+SSPN 359 441 175 498 191 418 724 256 268 205 244 243 335 372 4725
+SYPL2 2 9 1 15 3 5 5 4 5 3 3 3 1 4 3779
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+WDR41 1062 1315 522 1625 642 1479 2375 1041 925 673 1001 1002 1084 1207 2558
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+SH3BP5 3518 6359 2047 6776 2557 5709 9578 3882 3110 2669 3234 4209 3855 4301 3033
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+RABIF 1169 1631 658 2071 724 1757 2975 1212 1127 797 1221 1258 1374 1498 2429
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+PPFIBP1 837 1065 418 1409 447 1028 1802 535 722 503 570 730 726 848 6199
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+CA1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1470
+POLR2C 2165 3369 1304 4183 1427 3327 5834 2607 1958 1551 2362 2707 2515 2931 1804
+C14orf165 3 6 1 4 0 4 4 3 3 0 0 1 1 3 927
+WASH2P 74 218 41 168 66 168 228 123 68 76 54 94 77 89 1956
+LHX4 43 97 30 108 28 103 123 92 83 65 71 105 70 87 1870
+RPS23 19795 32388 11976 36788 14391 32440 55687 26675 20273 13111 21772 23832 22829 27243 3314
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+RPL19P12 3 4 2 6 0 5 4 5 5 4 4 8 4 6 1134
+LOC285205 6 18 3 12 5 19 24 1 4 6 8 6 8 4 1304
+LRRFIP1 3108 4563 1644 5575 1886 4273 7452 2656 2983 2159 2834 3160 3275 3517 7769
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+ZDHHC2 43 39 17 45 28 45 87 27 28 21 34 26 39 41 4011
+LOC145845 0 0 0 1 0 0 0 0 0 1 0 1 0 0 2987
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+KPNA7 24 45 8 47 16 39 77 19 10 16 11 29 11 20 1685
+SNORA5C 4 16 4 9 4 11 11 12 13 11 6 10 12 15 137
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+KCNK18 0 0 0 0 0 0 0 0 0 0 0 0 2 0 1155
+HOXB3 13 45 6 23 10 23 44 11 16 11 5 13 6 16 3618
+HIGD1B 3 5 3 5 1 4 6 2 6 3 1 2 1 2 626
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+SNORA6 6 19 5 20 2 13 15 17 17 9 14 20 11 20 149
+SNORA62 4 16 3 20 4 10 14 22 17 15 14 12 15 15 154
+KIAA1586 329 378 171 479 194 441 703 281 314 192 326 255 342 391 2894
+LOC157627 0 0 0 0 0 0 0 0 0 0 1 0 0 0 2922
+RAET1K 38 34 14 69 19 50 78 37 28 23 24 33 46 42 1883
+CES4 0 1 0 1 0 0 0 0 0 0 0 0 0 0 2245
+ZNF292 1643 2106 836 2678 1007 2245 3608 771 1577 1045 1081 1286 1486 1540 10100
+CBWD6 42 53 17 70 28 47 81 59 46 41 58 43 45 55 1719
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+ULK1 626 2746 434 1835 630 1680 2013 1419 803 1309 596 1166 700 913 5221
+TXNDC9 1253 1290 601 1641 753 1509 2400 1202 1036 719 1083 952 1376 1572 1530
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+SLC24A1 687 1312 406 1501 435 1222 1964 572 583 456 537 745 678 700 5769
+ZNF844 12 18 8 21 6 16 30 6 7 9 10 6 10 13 2834
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+PCDH19 124 230 81 304 79 226 351 148 214 179 172 230 200 252 9756
+DACT2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 2942
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+FOXD1 103 189 65 191 77 193 280 119 82 72 80 86 102 113 2268
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+MAP2K4 1355 1689 720 2169 830 1799 3019 1210 1215 847 1197 1191 1436 1515 3743
+CEBPD 79 76 24 92 48 98 176 70 47 35 62 39 75 71 1251
+ATP10B 5 9 2 10 5 9 16 5 2 0 3 5 2 6 7566
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+FAM174A 289 367 152 402 214 444 723 272 190 124 200 210 296 287 1236
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+PABPC4L 8 10 2 4 2 3 10 6 9 5 2 6 4 3 4943
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+KRT15 203 591 135 525 184 452 567 274 170 235 149 236 178 213 1839
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+ATP2C2 1080 2406 664 2451 856 2113 3243 764 555 601 552 883 783 805 3385
+PGA3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1396
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+LAMB2L 17 30 9 45 11 26 48 12 17 10 14 12 13 16 1543
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+SNTA1 128 303 73 292 124 286 437 135 67 89 77 133 92 118 2340
+ZBTB44 998 1408 527 1679 605 1379 2382 729 919 734 887 909 985 1078 9340
+DPY19L2P2 78 155 38 183 43 151 203 93 90 90 76 99 79 110 4608
+DNASE1L1 496 1293 343 1258 414 1097 1564 628 350 481 353 598 539 594 3605
+NPIPL3 242 679 160 798 164 529 730 418 380 360 263 465 283 399 3625
+ZNF486 410 502 205 628 290 513 905 249 314 221 299 301 421 416 1522
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+KIAA1370 2978 3943 1340 4703 1754 3950 6538 1610 2095 1339 1769 1810 2206 2279 4217
+NCRNA00115 36 58 12 82 18 41 79 27 28 28 10 33 33 36 1316
+MSGN1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 582
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+ADCK4 215 688 148 617 207 518 708 346 175 258 184 318 240 284 2464
+C2orf39 0 1 0 4 1 4 3 5 2 3 0 4 1 7 2491
+TAX1BP1 3757 4828 1822 5620 2456 5121 8650 2533 2579 1696 2645 2582 3272 3514 3466
+TMEM102 151 446 106 412 128 340 515 224 131 129 151 216 197 220 1973
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+RNF212 2 0 0 1 0 1 1 0 0 0 2 0 0 2 3324
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+RIPK1 982 1597 564 2077 649 1433 2483 996 925 688 897 1049 1021 1115 3864
+USP45 206 243 101 301 112 242 375 229 282 192 225 219 259 322 6385
+C1orf133 29 39 10 26 10 29 36 9 10 12 14 7 15 15 800
+FLJ25328 0 0 0 2 0 0 0 0 0 1 0 0 1 0 1711
+KRTAP2-2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 711
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+DENND1C 383 756 186 769 268 643 1087 267 251 192 190 320 279 281 2795
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+WHAMML1 36 66 37 80 23 66 106 47 56 40 60 41 53 71 3588
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+RASGEF1C 10 22 9 19 9 23 24 29 16 18 14 25 21 18 2216
+MDFIC 14 20 4 34 7 13 27 10 15 12 10 17 15 19 5518
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+DPH3P1 130 179 71 214 75 176 286 96 116 93 115 162 115 149 1068
+PABPC1L2B 2 8 2 16 2 9 9 4 5 4 6 7 3 3 2200
+XKR5 8 15 3 28 10 17 19 8 14 16 10 11 6 17 4892
+LOC255167 3 5 3 6 4 3 8 4 3 4 4 5 3 2 3306
+NCRNA00245 20 52 16 47 20 36 71 23 16 18 8 24 17 28 2763
+PCDHB17 6 5 1 10 1 11 14 4 4 3 5 4 4 5 2411
+BCYRN1 12 19 5 32 7 19 30 37 25 16 16 32 17 41 145
+SNORD56B 0 0 0 0 0 0 0 0 0 0 0 0 0 0 71
+TMEM168 622 777 275 884 381 817 1210 589 659 444 591 611 665 851 3951
+FLJ45244 90 245 59 213 65 186 258 114 94 86 78 96 71 95 803
+LOC100192426 0 0 0 0 0 0 0 0 0 0 0 0 0 0 616
+LOC389332 3 2 1 2 1 2 2 3 0 0 2 3 2 1 1695
+FLJ41941 7 15 4 19 4 11 14 12 15 7 6 6 10 18 2379
+LOC283267 159 261 92 339 94 260 355 176 167 144 132 161 173 222 3304
+LOC389791 133 254 69 347 81 240 305 169 167 148 105 155 147 179 2104
+CHRNA2 1 0 0 1 0 1 1 0 0 0 0 0 0 1 4067
+CHRM4 4 14 4 17 7 12 18 7 2 8 4 8 4 5 1468
+CHRM3 92 285 78 306 84 214 311 71 106 107 66 142 89 125 2745
+WDR43 2088 2686 1182 3239 1296 2749 4541 2706 2785 2012 2730 2946 3364 3701 3501
+FAM100B 466 1141 310 986 382 963 1474 533 258 269 289 465 442 438 1589
+LTB4R2 28 80 26 119 19 77 85 59 83 74 27 54 34 52 1560
+NKX3-2 15 24 5 14 6 21 31 0 11 2 4 9 7 7 2241
+RIPPLY1 0 0 0 0 0 0 1 1 1 0 0 0 0 0 1186
+TMEM200B 1 6 0 5 0 5 4 3 1 2 1 3 0 3 2615
+CPS1IT1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2305
+GOLGA2P2Y 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2122
+ZNF843 6 18 2 16 3 15 19 9 1 8 3 10 6 4 2013
+ZNF841 313 577 176 719 202 609 765 331 465 340 301 361 311 434 3876
+ERCC4 811 973 388 1235 455 1033 1749 599 680 467 651 798 849 951 6761
+SLC45A1 11 34 10 28 16 23 31 12 2 5 13 18 12 14 2401
+C1orf70 0 0 0 1 0 0 0 0 1 0 0 1 0 0 1117
+CLDN25 0 0 0 0 0 0 0 0 0 0 0 0 0 0 690
+SERPINE3 1 3 0 2 3 5 1 2 1 1 3 1 0 0 1441
+C10orf26 1791 3349 1065 3851 1384 3263 5319 1662 1180 1116 1251 1817 1543 1712 4396
+PON1 1 0 0 0 0 2 1 0 0 1 1 0 0 0 1750
+IAPP 12 31 1 28 5 18 22 9 18 13 11 23 7 14 1975
+TPMT 729 913 322 1093 436 969 1698 629 596 435 563 656 712 747 3247
+GAGE12G 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2820
+MIR376C 0 0 0 0 0 0 0 0 0 0 0 0 0 0 66
+MIR367 0 0 0 0 0 0 0 1 0 0 0 1 1 1 68
+TAF4B 234 291 147 360 137 276 515 290 400 243 329 346 405 385 4751
+MFSD11 568 834 291 1065 366 799 1339 465 474 320 400 446 524 591 2508
+ZNF469 40 146 28 132 48 100 128 55 36 42 29 67 43 51 13203
+LOC100133985 7 34 8 26 14 29 35 21 12 17 15 22 11 18 660
+ITPK1 2434 5585 1689 5882 2045 5006 7698 5011 2951 3385 3387 5471 4203 4995 4984
+CIITA 13 30 10 31 11 26 28 17 16 10 14 21 10 15 4654
+LOC100134229 221 370 125 413 136 327 590 181 162 129 140 202 206 223 2379
+LOC729121 0 0 0 2 0 0 0 1 1 0 0 0 1 1 1581
+FAM13AOS 12 17 4 25 7 18 24 10 17 10 9 5 8 9 3210
+HOXA11AS 4 26 2 18 3 9 7 13 3 12 8 15 7 9 1549
+HSP90B3P 0 2 2 0 0 1 3 1 1 1 0 0 3 1 1361
+ZNF542 7 21 3 24 3 16 20 9 16 7 5 9 9 8 3811
+KLHL25 145 346 109 312 122 301 393 215 106 174 119 207 169 205 3681
+CYP4B1 105 227 58 225 63 196 299 57 47 34 46 61 56 50 2158
+DKFZp686O24166 32 65 20 85 27 58 80 20 46 24 35 40 33 51 6375
+FLJ40434 0 0 0 0 0 0 0 0 0 0 0 0 0 0 924
+RPPH1 27 51 8 41 19 54 61 21 6 13 137 19 21 23 341
+LOC442454 0 1 0 1 1 3 1 2 0 2 3 0 0 1 797
+MSX2P1 4 2 0 5 0 3 6 6 2 0 4 5 2 4 2161
+PDIA3P 231 286 102 366 124 322 541 166 136 104 147 153 184 179 2099
+RYK 2286 2988 1251 3663 1500 3283 5388 2008 1934 1349 1979 2066 2370 2595 2940
+TTTY23 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1024
+TTTY22 0 0 0 0 0 0 0 0 0 0 0 0 0 0 427
+TTTY1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1820
+LOC100134713 56 79 30 108 40 89 111 58 59 41 42 53 54 62 1648
+LRRC58 3318 3947 1830 5055 2007 4033 6702 2955 4426 2975 3527 3862 4508 4865 7683
+LOC729020 2 1 0 2 1 1 2 2 1 1 2 2 0 0 2130
+KCNA1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7983
+DNAJC24 261 310 131 332 146 300 484 219 261 185 208 241 244 307 3000
+C12orf56 1 0 1 1 1 3 3 0 0 1 2 1 3 3 2067
+C21orf15 13 26 11 39 13 29 40 39 19 31 26 26 23 29 1278
+ZDHHC8P1 11 61 7 54 14 49 52 22 17 24 18 19 17 22 2548
+LOC100129066 1 2 1 1 0 2 1 1 1 0 1 0 1 0 2194
+PGPEP1 1243 2393 728 2731 808 2197 3405 855 769 641 710 1092 917 1128 7084
+GOLGA6L6 1 5 0 2 0 2 4 1 0 2 2 2 0 1 4091
+LRRC25 5 12 2 15 6 9 20 8 6 7 4 9 5 7 2403
+KIT 3 9 3 6 2 8 5 13 14 11 15 12 14 12 5176
+SNORA84 0 3 1 3 0 2 4 2 0 0 4 2 3 1 133
+LOH3CR2A 16 14 1 17 6 13 24 4 8 8 5 8 6 7 2113
+LOC572558 2 2 1 4 0 6 2 1 0 1 0 2 1 1 530
+LOC145783 47 84 37 113 34 73 110 68 52 47 59 74 72 64 3017
+STK36 783 1757 473 1981 497 1479 2061 904 913 817 670 916 853 933 4921
+ZNF224 66 106 22 163 38 103 187 32 54 33 43 52 42 49 2481
+SPNS2 103 353 64 262 150 291 369 161 60 160 69 163 136 136 4349
+PABPC1L 183 793 125 655 112 503 486 480 384 520 206 373 234 305 2129
+CALU 6845 9381 3850 11584 4545 9562 17150 7184 7136 4863 7568 7998 8601 9770 3604
+CETN1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1156
+CCT6P1 147 225 84 273 104 219 363 181 181 141 136 168 161 226 1766
+LOC100130148 0 2 0 2 1 1 2 2 2 1 2 3 0 1 3015
+LOC100128977 13 22 1 16 5 15 15 8 12 7 9 10 15 9 838
+RPL13 30172 64132 20388 64308 26435 59447 93796 44953 20551 24694 26650 42593 35838 41275 1302
+EXOSC6 429 786 285 974 277 767 1292 538 533 367 498 651 561 628 1700
+MESTIT1 8 44 10 38 7 31 41 15 20 21 10 28 21 21 3242
+LOC100188949 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1587
+LOC100189589 1 2 0 2 0 0 0 1 2 2 3 2 1 3 2144
+PSG5 14 12 5 15 7 17 26 4 7 2 6 6 6 6 1640
+GTF3C4 1489 2081 834 2760 949 2026 3662 1145 1657 1217 1399 1774 1733 1897 3865
+FRY 57 95 30 129 38 83 149 43 52 54 52 55 66 48 10717
+LOC728875 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1536
+RPN1 6629 11014 4144 13199 5066 11151 18974 9424 6787 5801 7902 9864 9073 10150 2341
+CXXC1 389 1208 248 1005 322 816 1194 703 402 574 358 672 489 612 2966
+UPK1B 9 20 6 26 3 12 22 11 12 12 8 11 4 14 2058
+LIPA 1971 2336 926 2933 1269 2572 4478 1583 1393 970 1478 1483 1842 1982 2657
+LOC100131496 14 31 11 39 11 27 44 10 16 11 13 14 15 13 2252
+FAM200B 364 449 181 555 223 460 761 277 271 200 260 212 320 370 4377
+PPP1R3G 104 187 54 216 85 160 325 55 27 29 30 54 70 54 1736
+POM121L4P 1 3 2 3 1 4 2 1 0 4 0 1 2 2 2167
+POM121L1P 6 17 2 16 1 8 14 11 11 6 7 12 9 4 3995
+FAM95B1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 3084
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+FAM86B2 6 12 4 6 5 9 13 9 3 6 3 12 5 10 1265
+LOC284023 106 239 66 254 60 216 296 152 140 114 133 193 138 172 2524
+CA5BP 42 120 15 95 44 82 109 75 40 82 46 77 53 74 994
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+LOC100233209 7 20 10 36 11 20 25 14 12 12 6 20 16 21 2502
+MGC2752 421 903 239 1019 329 739 1261 525 353 343 371 562 452 586 3341
+C14orf162 1 1 1 0 2 1 2 0 0 1 0 1 0 0 1387
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+C17orf73 11 21 8 21 8 12 17 7 7 7 12 19 7 10 1021
+SPDYE2L 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3966
+GOLGA6L1 0 0 0 4 0 0 0 2 1 0 1 3 0 1 3822
+DMRTA2 2 1 0 2 1 1 2 0 1 1 0 0 0 1 3102
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+LOC100133991 119 210 70 272 86 194 291 70 86 78 78 99 101 125 1327
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+LOC731779 0 1 0 0 0 0 1 0 4 0 0 0 1 0 795
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+LOC728323 198 336 113 425 127 319 531 123 146 106 129 169 178 213 1128
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+ATP9A 10059 18777 6079 22644 7104 16749 28616 6233 7135 5848 5962 8650 7943 8408 7580
+PLD3 954 2608 647 2332 916 2207 3271 1180 533 808 715 1136 964 1116 2438
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+GOLGA6L10 23 54 16 63 20 50 52 13 31 23 18 21 14 22 7074
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+LOC100130557 40 106 15 86 16 72 91 42 61 36 39 55 30 53 3182
+LOC100133612 12 25 13 40 6 28 34 10 17 16 13 22 12 25 1950
+C15orf61 66 124 39 124 54 92 183 109 61 70 70 96 85 103 1294
+C3orf79 0 0 0 0 0 0 0 1 0 0 0 0 0 0 580
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+FLJ42627 429 794 254 1004 266 666 1042 410 451 384 324 491 411 483 7146
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+TDRD12 8 6 7 12 1 12 15 7 6 5 4 6 6 10 1617
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+WBSCR26 11 36 7 20 15 21 34 13 2 8 3 10 13 10 473
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+NCRNA00287 134 289 69 330 82 263 315 184 196 176 124 244 149 181 5983
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+IKZF2 838 1162 454 1397 478 983 1852 255 437 305 346 377 483 444 9657
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+FLJ30679 15 14 3 11 4 12 21 24 17 10 7 16 16 7 1980
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+AIM1L 63 202 43 178 82 142 229 56 16 49 21 58 63 45 5245
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+RICTOR 1413 1772 734 2317 818 1802 2922 680 1327 958 906 1055 1291 1309 9532
+SYTL1 215 869 137 574 225 568 675 444 160 334 148 340 240 300 1964
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+FLJ39609 14 58 10 46 14 33 52 25 12 31 13 30 18 18 494
+NCRNA00174 108 291 57 302 76 253 325 122 107 146 82 124 88 118 4423
+LOC100129935 8 20 5 18 8 8 32 16 12 13 9 15 7 16 1831
+NCRNA00052 75 109 46 111 44 76 135 211 191 133 219 199 191 239 1786
+LGALS7B 0 0 0 1 0 0 0 0 0 0 0 0 0 0 489
+H6PD 1538 3136 1053 3547 1156 2619 4411 1521 1275 1177 1229 1783 1487 1781 9115
+CDH17 4 6 2 9 1 10 10 3 5 2 3 1 2 7 3804
+EBF2 1 5 1 3 1 3 9 4 5 2 1 5 5 6 2297
+PHF2 2067 4457 1369 4784 1577 3878 5996 2120 1788 1805 1655 2643 2235 2503 5349
+SF3B3 9266 14908 5860 19192 5861 13743 24729 12989 12788 9213 12142 14359 13238 15122 9719
+ANKRD19 15 18 15 25 16 19 35 25 16 16 18 17 15 24 2307
+CXorf49 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3700
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+FAM64A 238 489 182 472 165 425 626 644 330 380 393 649 532 625 1543
+LOC100289650 1 0 0 0 0 0 0 1 0 0 0 1 0 1 1873
+LOC400958 26 51 10 55 12 50 72 24 34 29 18 29 38 33 3029
+LOC100129480 124 251 82 255 82 248 427 103 71 49 91 92 91 101 1084
+ALG1L 274 588 170 656 206 493 847 255 173 162 168 290 237 294 921
+SPINK6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 732
+IRF4 3 7 1 2 0 3 4 1 0 2 0 6 1 0 5326
+ITPR3 1912 4870 1363 5027 1447 4000 5717 2905 2459 3035 2134 3448 2801 3205 9029
+LOC100129335 0 0 0 0 0 0 0 0 0 1 0 0 0 0 935
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+LOC401504 2080 2869 1062 3378 1263 2784 4565 1599 1877 1322 1598 1727 2056 2051 4375
+LOC100129520 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2980
+C11orf83 91 372 68 214 133 223 386 281 74 150 97 213 156 168 1949
+ZNF28 888 1167 465 1438 569 1267 2051 713 810 524 740 777 861 1026 4711
+XPNPEP3 288 486 177 574 193 463 792 257 307 232 293 375 287 371 3057
+SCG2 11 14 7 20 6 12 25 14 6 5 5 7 10 13 2570
+MIR2278 0 0 0 0 0 0 0 0 0 0 0 0 0 0 96
+MIR2277 0 0 0 0 0 0 0 0 0 0 0 0 0 0 93
+MIR2276 0 0 0 0 0 0 0 0 0 0 0 0 0 0 89
+MIR548Q 0 0 0 0 0 0 0 0 0 0 0 0 0 0 82
+MIR2117 0 0 0 0 0 0 0 0 0 0 0 0 0 0 80
+MIR2116 2 0 0 0 0 0 1 0 0 3 0 0 0 1 79
+MIR2114 0 0 0 0 0 0 0 0 0 0 0 0 0 0 80
+MIR759 0 0 0 0 0 0 0 0 0 0 0 0 0 0 90
+FEZ1 279 481 143 571 195 445 824 245 188 132 204 266 264 293 3031
+ZBTB39 491 830 313 1067 300 715 1436 486 520 440 464 652 546 689 6237
+BAG5 2449 3287 1405 4008 1477 3319 5711 2414 2582 1775 2377 2743 3010 3219 5254
+TMEM99 406 577 208 737 250 619 1024 351 298 177 315 346 333 410 2166
+RHBDF2 251 759 186 658 230 588 824 563 254 391 259 486 374 450 3604
+TLR10 23 58 15 70 20 41 59 26 41 31 25 32 15 23 3990
+ARL4A 586 791 308 912 374 799 1307 485 435 311 498 462 565 633 3426
+LOC100132715 5 3 1 4 1 5 6 5 5 0 6 2 1 4 1550
+LINS 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2511
+GTPBP3 174 401 114 429 118 294 454 391 285 278 204 354 276 319 2838
+TKT 12187 30128 8085 29129 11006 27372 40096 16383 8119 10629 9817 16991 12782 14827 3063
+TRH 0 0 0 0 0 0 0 0 0 0 2 1 0 0 2007
+LOC100500773 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1362
+ELMOD2 1060 1202 478 1470 652 1299 2116 728 752 511 781 718 948 931 4409
+DCLK2 5 14 4 7 4 7 15 2 4 1 3 6 5 5 4396
+LOC728622 5 14 2 9 4 11 20 5 15 8 7 9 5 4 1882
+MIR1972-1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 152
+ZFHX2 84 232 75 246 59 160 251 79 77 88 54 103 104 83 9181
+C16orf11 0 2 0 0 0 0 0 0 0 0 0 0 0 0 2216
+IFI35 538 1333 415 1286 462 1022 1707 665 356 435 426 602 531 508 1249
+CCDC6 4666 6287 2372 7888 2868 6289 10803 3413 3656 2646 3523 3652 4068 4507 5826
+OR7D2 13 35 13 48 9 29 50 31 11 28 11 20 17 16 3224
+ZNF865 121 355 81 355 96 268 425 153 105 120 105 200 150 177 4949
+RBM5 1539 2792 837 3082 975 2467 3906 1460 1549 1132 1263 1490 1332 1590 3115
+RBX1 785 1429 482 1396 559 1207 2072 1098 765 642 819 940 947 1088 906
+TOPORS 1095 1477 570 1819 702 1399 2473 924 950 631 926 935 1127 1254 4173
+DHFRL1 341 430 164 501 203 417 687 240 216 169 233 270 266 335 4163
+C3orf27 7 16 2 16 7 16 19 1 14 6 5 6 8 7 2697
+HTRA3 0 1 0 0 0 0 0 0 0 1 0 0 0 0 2544
+CPZ 22 75 17 70 15 49 77 39 22 29 23 29 27 34 2540
+TMPRSS11BNL 6 8 1 14 2 4 11 0 1 5 2 0 3 4 3202
+CARD11 0 1 0 0 1 1 4 0 0 1 0 1 0 0 4361
+LYPD6 1966 2554 1038 3177 1274 2675 4532 1964 2054 1422 1931 2221 2476 2564 4308
+VAPB 6192 9431 3585 11486 4310 9393 15583 6546 6150 4560 5922 7297 7100 7934 7938
+C16orf93 9 43 9 28 7 21 35 22 10 12 9 23 7 16 1792
+ELP1P 4 1 0 3 0 6 4 1 3 2 0 3 1 1 1692
+CXCL11 3 7 6 6 0 6 18 5 6 6 2 1 8 4 1601
+SCARA5 4 9 4 4 2 12 8 5 7 4 7 2 3 10 4151
+C8orf37 87 131 57 156 53 95 164 88 97 72 107 101 111 117 3373
+FAM84B 5481 8342 3000 10024 3519 7661 13278 4406 4519 3334 3943 4526 4974 5268 5481
+LRRC14 303 912 198 756 209 623 716 460 359 469 262 450 287 406 5353
diff -r 55f4e42f91ba -r 31a23ae7c61e test-data/differentially_expressed_genes.batch-effects.tabular.txt
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/differentially_expressed_genes.batch-effects.tabular.txt Tue Feb 14 10:01:51 2017 -0500
@@ -0,0 +1,30 @@
+"" "genes" "logFC" "logCPM" "LR" "PValue" "FDR"
+"15" "RET" 1.95351498277648 13.2940435307943 70.7884298825789 3.97662373332596e-17 1.15322088266453e-15
+"24" "HSPA8" 0.60709708619317 18.9380827005326 18.338852224771 1.84897696418416e-05 0.000268101659806703
+"12" "IFI44L" -0.663271215486821 11.7020333673755 10.9083408215897 0.00095732231526599 0.0092541157142379
+"10" "MYO18A" -0.607030110998537 14.1586814058554 8.85972925085778 0.00291530811949387 0.0208760330353944
+"4" "DDX11" 0.724160415576466 12.4597575302041 8.4756507426908 0.00359931604058523 0.0208760330353944
+"26" "NR2C2AP" 0.538450796715876 12.9331552590697 6.96854404519358 0.0082954966003793 0.0400949002351666
+"19" "RASSF3" -0.323616221214522 12.4964626371138 3.70192171369743 0.0543498371718503 0.225163611140523
+"3" "DDX17" -0.20201533346913 16.1804174471336 2.42403496111984 0.11948680570577 0.433139670683417
+"2" "USP26" -2.19888949506256 4.27316802151059 2.23930233943077 0.1345416719394 0.433523165138066
+"27" "INADL" -0.171504044976007 15.2186072712825 1.49672630947888 0.221175760548553 0.641409705590803
+"21" "LYSMD3" -0.194806526906797 13.32535006408 1.33073961519338 0.248673682103202 0.655594252817531
+"16" "IQCG" -0.208260226810613 10.1622224199572 0.967867000668792 0.325212719459911 0.785930738694785
+"6" "SLC35D3" 0.789817686242913 4.62274850327991 0.638997348362098 0.424074105189855 0.922823270583379
+"14" "KCNAB3" 0.224776816841962 7.85434240586327 0.477050454902207 0.489761385678092 0.922823270583379
+"20" "FUT8" -0.100266057923687 15.3006920075591 0.448528599955097 0.503034528217885 0.922823270583379
+"1" "COMMD10" 0.129868119349192 12.8850203875481 0.435826215702303 0.509143873425312 0.922823270583379
+"9" "TXLNB" -0.183590716507963 7.2825391341052 0.269612199658886 0.60359203069103 0.990834288521017
+"28" "TMEM31" -0.231195333650393 6.16897757110336 0.252957033365774 0.615000592875114 0.990834288521017
+"17" "C20orf118" 0.163495741844411 6.73904801103973 0.171566008065274 0.678723780532458 1
+"7" "GLOD4" -0.0679141042839328 13.8710260882794 0.154827011726031 0.693964522468672 1
+"22" "LMOD3" 0.0791372844747401 7.60390982671528 0.0540610465986839 0.816141676483487 1
+"8" "GIMAP7" 0.195152071961945 4.26623062002702 0.0194047958154386 0.88921222251445 1
+"23" "HIPK1" -0.00677640818725792 17.7957744498389 0.00305975312272722 0.955887484122347 1
+"11" "ATG4B" 0.00473988666702704 13.5252482941211 0.000418258797196813 0.98368329995451 1
+"13" "KHSRP" -0.00184247000570504 14.7206397592923 0.000136964663354888 0.990662418295754 1
+"5" "PTPN20B" 0 4.09631395702755 0 1 1
+"18" "GPIHBP1" 0 4.09631395702755 0 1 1
+"25" "TAS2R39" 0 4.09631395702755 0 1 1
+"29" "GC" 0 4.09631395702755 0 1 1
diff -r 55f4e42f91ba -r 31a23ae7c61e test-data/differentially_expressed_genes.significant.tabular.txt
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/differentially_expressed_genes.significant.tabular.txt Tue Feb 14 10:01:51 2017 -0500
@@ -0,0 +1,7 @@
+"" "genes" "logFC" "logCPM" "LR" "PValue" "FDR"
+"15" "RET" 1.94897640107286 13.2940435307943 77.6545995415986 1.22730171935022e-18 3.55917498611563e-17
+"24" "HSPA8" 0.607138087178614 18.9380827005326 16.8408380186893 4.06490891119454e-05 0.000589411792123208
+"12" "IFI44L" -0.665544707287881 11.7020333673755 13.7144720195324 0.000212808308075529 0.00205714697806344
+"10" "MYO18A" -0.608389235629078 14.1586814058554 10.0030349277278 0.00156282461006963 0.0113304784230048
+"4" "DDX11" 0.719283453206409 12.4597575302041 9.1203698809081 0.00252778847312638 0.014661173144133
+"26" "NR2C2AP" 0.538719097450497 12.9331552590697 7.88314604309164 0.00498976028708414 0.0241171747209067
diff -r 55f4e42f91ba -r 31a23ae7c61e test-data/differentially_expressed_genes.tabular.txt
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/differentially_expressed_genes.tabular.txt Tue Feb 14 10:01:51 2017 -0500
@@ -0,0 +1,30 @@
+"" "genes" "logFC" "logCPM" "LR" "PValue" "FDR"
+"15" "RET" 1.94897640107286 13.2940435307943 77.6545995415986 1.22730171935022e-18 3.55917498611563e-17
+"24" "HSPA8" 0.607138087178614 18.9380827005326 16.8408380186893 4.06490891119454e-05 0.000589411792123208
+"12" "IFI44L" -0.665544707287881 11.7020333673755 13.7144720195324 0.000212808308075529 0.00205714697806344
+"10" "MYO18A" -0.608389235629078 14.1586814058554 10.0030349277278 0.00156282461006963 0.0113304784230048
+"4" "DDX11" 0.719283453206409 12.4597575302041 9.1203698809081 0.00252778847312638 0.014661173144133
+"26" "NR2C2AP" 0.538719097450497 12.9331552590697 7.88314604309164 0.00498976028708414 0.0241171747209067
+"19" "RASSF3" -0.322613484306052 12.4964626371138 4.62652086549247 0.031481339838463 0.130422693616489
+"3" "DDX17" -0.202898462175601 16.1804174471336 2.58563106107022 0.107837421983287 0.390910654689415
+"2" "USP26" -2.18026172235612 4.27316802151059 2.23964990963176 0.134511431832489 0.433425724793576
+"27" "INADL" -0.171517188407228 15.2186072712825 1.67097950803399 0.196127388799313 0.532259040398981
+"21" "LYSMD3" -0.195688416211876 13.32535006408 1.62863926866461 0.201891360151338 0.532259040398981
+"16" "IQCG" -0.204602031239968 10.1622224199572 1.27895197435303 0.258093988887329 0.623727139811046
+"14" "KCNAB3" 0.235558773538239 7.85434240586327 0.626910368891663 0.42849088083079 0.920477060511131
+"6" "SLC35D3" 0.732791849378157 4.62274850327991 0.571073743098566 0.449832554709518 0.920477060511131
+"20" "FUT8" -0.10105286103336 15.3006920075591 0.507763042830561 0.476108824402309 0.920477060511131
+"1" "COMMD10" 0.124183380838807 12.8850203875481 0.427219144492929 0.513356635938278 0.927280503918676
+"9" "TXLNB" -0.182677549934781 7.2825391341052 0.332700920948795 0.564072999466928 0.927280503918676
+"28" "TMEM31" -0.242966946412956 6.16897757110336 0.313478542098543 0.575553416225385 0.927280503918676
+"7" "GLOD4" -0.0680179216917574 13.8710260882794 0.180025725971447 0.671351132982351 0.998117639846733
+"17" "C20orf118" 0.14522927187254 6.73904801103973 0.16086977771818 0.688356992997747 0.998117639846733
+"22" "LMOD3" 0.065379751793664 7.60390982671528 0.0485282385969317 0.825644327619727 1
+"8" "GIMAP7" 0.278076976843342 4.26623062002702 0.0410821671265458 0.839379401017925 1
+"23" "HIPK1" -0.0050354983636938 17.7957744498389 0.00154544012787028 0.968641570606185 1
+"13" "KHSRP" -0.00239769805103114 14.7206397592923 0.000263977502370949 0.987037033096146 1
+"11" "ATG4B" 0.00130641853526229 13.5252482941211 3.5333815787908e-05 0.995257222245289 1
+"5" "PTPN20B" 0 4.09631395702755 0 1 1
+"18" "GPIHBP1" 0 4.09631395702755 0 1 1
+"25" "TAS2R39" 0 4.09631395702755 0 1 1
+"29" "GC" 0 4.09631395702755 0 1 1
diff -r 55f4e42f91ba -r 31a23ae7c61e test-data/logFC.output.bedgraph
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/logFC.output.bedgraph Tue Feb 14 10:01:51 2017 -0500
@@ -0,0 +1,10 @@
+chr1 1000 1100 -1.67
+chr1 2000 2100 3.30
+chr2 1000 1100 2.81
+chr2 2000 2100 2.44
+chr3 1000 1100 -1.49
+chr3 2000 2100 1.74
+chrMt 1000 1100 1.99
+chrMt 2000 2100 -1.29
+chrX 1000 1100 2.36
+chrX 2000 2100 2.01