Table S1. Gene List

Genes Chr Genes Chr Genes Chr Genes Chr SEPT9 17 EIF2AK3 2 MAPK14 6 RASSF5 1 AAK1 2 EIF2AK4 15 MAPK15 8 RAVER2 1 AATK 17 EIF2B5 3 MAPK3 16 RAX2 19 ABCA1 9 EIF3J 15 MAPK4 18 RB1 13 ABL1 9 EIF4A2 3 MAPK6 15 RBBP4 1 ABL2 1 EIF4B 12 MAPK7 17 RBBP5 1 ACTR2 2 EIF4E 4 MAPK8 10 RBBP8 18 ACVR1 2 EIF4E1B 5 MAPK8IP1 11 RBL1 20 ACVR1B 12 EIF4E2 2 MAPK8IP2 22 RBL2 16 ACVR1C 2 EIF4EBP1 8 MAPK8IP3 16 RBPJ 4 ACVR2A 2 ELF3 1 MAPK9 5 RBPJL 20 ACVR2B 3 ELF4 X MAPKAPK2 1 RBX1 22 ACVRL1 12 ELK1 X MAPKAPK3 3 RCHY1 4 ADAM17 2 ELK3 12 MAPKAPK5 12 REEP5 5 ADAM29 4 ELK4 1 MAPRE1 20 REL 2 ADAMTS15 11 EML4 2 MAPRE3 2 RELA 11 ADAMTS18 16 ENDOD1 11 MAPT 17 RELB 19 ADAMTSL3 15 ENDOG 9 MARK1 1 RET 10 ADCK1 14 EP300 22 MARK2 11 RFC1 4 ADCK2 7 EPAS1 2 MARK3 14 RFC2 7 ADCK3 1 EPCAM 2 MARK4 19 RFC3 13 ADCK4 19 EPHA1 7 MAST1 19 RFC4 3 ADCK5 8 EPHA10 1 MAST2 1 RFC5 12 ADORA1 1 EPHA2 1 MAST3 19 RFNG 17 ADRBK1 11 EPHA3 3 MAST4 5 RFWD2 1 ADRBK2 22 EPHA4 2 MASTL 10 RFX2 19 AGK 7 EPHA5 4 MATK 19 RHEB 7 AIFM1 X EPHA6 3 MAX 14 RHO 3 AIFM2 10 EPHA7 6 MBIP 14 RHOA 3 AIM1 6 EPHA8 1 MCC 5 RHOC 1 AIMP2 7 EPHB1 3 MCF2L2 3 RHOQ 2 AIP 11 EPHB2 1 MCL1 1 RICTOR 5 AKAP4 X EPHB3 3 MCM2 3 RIOK1 6 AKT1 14 EPHB4 7 MCM3 6 RIOK2 5 AKT1S1 19 EPHB6 7 MCM4 8 RIOK3 18 AKT2 19 EPS8 12 MCM5 22 RIPK1 6 AKT3 1 ERBB2 17 MCM6 2 RIPK2 8 ALK 2 ERBB3 12 MCM7 7 RIPK3 14 ALKBH1 14 ERBB4 2 MCM8 20 RIPK4 21 ALKBH2 12 ERC2 3 MDM2 12 RMI1 9 ALKBH3 11 ERCC1 19 MDM4 1 RNASEL 1 ALMS1 2 ERCC2 19 MECOM 3 RNF213 17 ALPK1 4 ERCC3 2 MED12 X RNF220 1 ALPK2 18 ERCC4 16 MED12L 3 ROCK1 18 ALPK3 15 ERCC5 13 MEF2C 5 ROCK2 2 AMH 19 ERCC6 10 MELK 9 ROR1 1 AMHR2 12 ERCC6L X MEN1 11 ROR2 9 ANAPC1 2 EREG 4 MERTK 2 ROS1 6 ANAPC10 4 ERGIC3 20 MET 7 RPA1 17 ANAPC11 17 ERN1 17 MFSD4 1 RPA2 1 ANAPC13 3 ERN2 16 MGMT 10 RPA3 7 ANAPC16 10 ERO1L 14 MGST1 12 RPA4 X ANAPC2 9 ESCO2 8 MINK1 17 RPGR X ANAPC4 4 ESPL1 12 MITF 3 RPGRIP1 14 ANAPC5 12 ESR1 6 MKKS 20 RPGRIP1L 16 ANAPC7 12 ETFA 15 MKNK1 1 RPRM 2 ANGPTL4 19 ETS1 11 MKNK2 19 RPS6 9 ANK1 8 EVL 14 MKRN2 3 RPS6KA1 1 ANK2 4 EWSR1 22 MKS1 17 RPS6KA2 6 ANKK1 11 EXO1 1 MLH1 3 RPS6KA3 X ANKRD29 18 EXOC4 7 MLH3 14 RPS6KA4 11 APAF1 12 EXOC7 17 MLK7-AS1 2 RPS6KA5 14 APC 5 EXOG 3 MLKL 16 RPS6KA6 X APC2 19 EXT1 8 MLL 11 RPS6KB1 17 APH1A 1 EXT2 11 MLL2 12 RPS6KB2 11 APOPT1 14 EYA4 6 MLL3 7 RPS6KC1 1 APPL1 3 EZH1 17 MLL5 7 RPS6KL1 14 AR X EZH2 7 MLST8 16 RPTOR 17 ARAF X FADD 11 MMP1 11 RRAS 19 AREG 4 FAM123B X MMP2 16 RRAS2 11 AREGB 4 FAM20C 7 MMP7 11 RRM1 11 ARFRP1 20 FANCA 16 MMP9 20 RRM2 2 ARHGEF39 9 FANCC 9 MOK 14 RRM2B 8 ARID1A 1 FANCD2 3 MOS 8 RSPO1 1 ARIH2 3 FANCE 6 MPL 1 RUNX1 21 ARL13B 3 FANCF 11 MRAS 3 RUNX1T1 8 ARL4C 2 FANCG 9 MRE11A 11 RUVBL1 3 ARL6 3 FARP1 13 MSH2 2 RXRA 9 ARNT 1 FARP2 2 MSH3 5 RXRB 6 ARNT2 15 FAS 10 MSH6 2 RXRG 1 ARPC3 12 FASLG 1 MSN X RYK 3 ARPC4 3 FASN 17 MST1 3 SBK1 16 ARPC5 1 FASTK 7 MST1R 3 SBK2 19 ARRB1 11 FAT3 11 MTAP 9 SCEL 13 ARRB2 17 FBXL14 12 MTOR 1 SCYL1 11 ASAP1 8 FBXW11 5 MUC1 1 SCYL2 12 ASCC1 10 FBXW7 4 MUSK 9 SCYL3 1 ASH1L 1 FER 5 MUTYH 1 SDHB 1 ASH2L 8 FES 15 MVP 16 SDHD 11 ASPSCR1 17 FGF1 5 MXD1 2 SEC31A 4 ASXL1 20 FGF10 5 MXI1 10 SENP2 3 ATF1 12 FGF11 17 MYC 8 SERPINB5 18 ATF2 2 FGF12 3 MYCBP2 13 SERPINE1 7 ATF4 22 FGF13 X MYCL1 1 SESN1 6 ATM 11 FGF14 13 MYCN 2 SESN2 1 ATP5S 14 FGF16 X MYCNOS 2 SESN3 11 ATP8B1 18 FGF17 8 MYD88 3 SETD1A 16 ATR 3 FGF18 5 MYLK 3 SETD1B 12 ATRX X FGF19 11 MYLK2 20 SETD2 3 AURKA 20 FGF2 4 MYLK3 16 SETD3 14 AURKB 17 FGF20 8 MYLK4 6 SETD4 21 AURKC 19 FGF21 19 MYO18B 22 SETD5 3 AXIN1 16 FGF22 19 MYO3A 10 SETD6 16 AXIN2 17 FGF23 12 MYO3B 2 SETD7 4 AXL 19 FGF3 11 MYT1 20 SETD8 12 B9D1 17 FGF4 11 NBN 8 SETDB1 1 BACH1 21 FGF5 4 NCK1 3 SETDB2 13 BAD 11 FGF6 12 NCK2 2 SETMAR 3 BAG2 6 FGF7 15 NCOA4 10 SFN 1 BAI1 8 FGF8 10 NCOR1 17 SFRP1 8 BAI3 6 FGF9 13 NCOR2 12 SFRP2 4 BAIAP2 17 FGFR1 8 NCSTN 1 SFRP4 7 BAP1 3 FGFR2 10 NDC80 18 SFRP5 10 BARD1 2 FGFR3 4 NDP X SGCB 4 BAX 19 FGFR4 5 NDUFV3 21 SGK1 6 BBC3 19 FGR 1 NEDD9 6 SGK2 20 BBS2 16 FH 1 NEK1 4 SGK3 8 BBS4 15 FIGF X NEK10 3 SGOL1 3 BBS5 2 FKBP1A 20 NEK11 3 SGOL2 2 BBS7 4 FLCN 17 NEK2 1 SH2B2 7 BBS9 7 FLNA X NEK3 13 SH2D2A 1 BCKDK 16 FLNB 3 NEK4 3 SH2D7 15 BCL2 18 FLNC 7 NEK5 13 SHC1 1 BCL2L1 20 FLOT1 6 NEK6 9 SHC2 19 BCL2L11 2 FLOT2 17 NEK7 1 SHC3 9 BCL2L14 12 FLT1 13 NEK8 17 SHC4 15 BCL2L2 14 FLT3 13 NEK9 14 SHFM1 7 BCL6 3 FLT3LG 19 NEMF 14 SHH 7 BCL9 1 FLT4 5 NF1 17 SHISA5 3 BCR 22 FN1 2 NF2 22 SHOX X BDNF 11 FOS 14 NFAT5 16 SIAH1 16 BID 22 FOSL1 11 NFATC1 18 SIK1 21 BIRC2 11 FOXC1 6 NFATC2 20 SIK2 11 BIRC3 11 FOXC2 16 NFATC3 16 SIK3 11 BIRC5 17 FOXL2 3 NFATC4 14 SIN3A 15 BLK 8 FOXM1 12 NFKB1 4 SIN3B 19 BLM 15 FOXO1 13 NFKB2 10 SIX4 14 BMP1 8 FOXO3 6 NFKBIA 14 SKP1 5 BMP10 2 FOXO4 X NFKBIE 6 SKP2 5 BMP15 X FPGT-TNNI3K 1 NGF 1 SLC26A1 4 BMP2 20 FRAT1 10 NKD1 16 SLC29A1 6 BMP2K 4 FRAT2 10 NKD2 5 SLC2A1 1 BMP4 14 FRK 6 NKX2-1 14 SLC2A4 17 BMP5 6 FRZB 2 NKX3-1 8 SLK 10 BMP6 6 FST 5 NLK 17 SMAD1 4 BMP7 20 FTO 16 NODAL 10 SMAD2 18 BMP8A 1 FYB 5 NOG 17 SMAD3 15 BMP8B 1 FYN 6 NOS2 17 SMAD4 18 BMPR1A 10 FZD1 7 NOS3 7 SMAD5 5 BMPR1B 4 FZD10 12 NOSIP 19 SMAD6 15 BMPR2 2 FZD2 17 NOSTRIN 2 SMAD7 18 BMX X FZD3 8 NOTCH1 9 SMAD9 13 BOC 3 FZD4 11 NOTCH2 1 SMARCA4 19 BORA 13 FZD5 2 NOTCH2NL 1 SMARCB1 22 BRAF 7 FZD6 8 NOTCH3 19 SMARCD1 12 BRCA1 17 FZD7 2 NOTCH4 6 SMARCE1 17 BRCA2 13 FZD8 10 NPHP1 2 SMC1A X BRD2 6 FZD9 7 NPHP3 3 SMC1B 22 BRD3 9 FZR1 19 NPHP4 1 SMC3 10 BRD4 19 GAB1 4 NPM1 5 SMG1 16 BRDT 1 GABRA6 5 NPR1 1 SMO 7 BRIP1 17 GADD45A 1 NPR2 9 SMURF1 7 BRSK1 19 GADD45B 19 NR4A1 12 SMURF2 17 BRSK2 11 GADD45G 9 NRAS 1 SMYD1 2 BTC 4 GAK 4 NRBP1 2 SMYD2 1 BTK X GALNS 16 NRBP2 8 SMYD3 1 BTRC 10 GAS1 9 NRG1 8 SMYD4 17 BUB1 2 GATA1 X NRG2 5 SMYD5 2 BUB1B 15 GATA2 3 NRG3 10 SNAI1 20 BUB3 10 GATA3 10 NRG4 15 SNAI2 8 C10orf137 10 GCK 7 NSD1 5 SNRK 3 C16orf53 16 GDF5 20 NTF3 12 SNTB1 8 C8orf4 8 GDF6 8 NTF4 19 SNW1 14 C9orf96 9 GDF7 2 NTHL1 16 SNX25 4 CAB39 2 GDNF 5 NTRK1 1 SNX4 3 CAB39L 13 GLI1 12 NTRK2 9 SOCS1 16 CACYBP 1 GLI2 2 NTRK3 15 SOCS2 12 CAD 2 GLI3 7 NUAK1 12 SOCS3 17 CALM1 14 GMNN 6 NUAK2 1 SOCS4 14 CALM2 2 GMPS 3 NUF2 1 SORBS1 10 CALM3 19 GNA12 7 NUMA1 11 SOS1 2 CALML3 10 GNAQ 9 NUMB 14 SOS2 14 CALML5 10 GNAS 20 NUMBL 19 SOST 17 CALML6 1 GNG12 1 NUP98 11 SOX17 8 CAMK1 3 GPR141 7 OBSCN 1 SP1 12 CAMK1D 10 GRAP2 22 ODC1 2 SPAG5 17 CAMK1G 1 GRB10 7 OFD1 X SPAG5-AS1 17 CAMK2A 5 GRB2 17 OGG1 3 SPC24 19 CAMK2B 7 GRK1 13 OPRM1 6 SPC25 2 CAMK2D 4 GRK4 4 ORC1 1 SPEG 2 CAMK2G 10 GRK5 10 ORC2 2 SPHK1 17 CAMK4 5 GRK6 5 ORC3 6 SPHK2 19 CAMKK1 17 GRK7 3 ORC4 2 SPI1 11 CAMKK2 12 GSG2 17 ORC5 7 SPINK1 5 CAMKV 3 GSK3A 19 ORC6 16 SPINK7 5 CAMP 3 GSK3B 3 OSR1 2 SPRED1 15 CAPG 2 GSTP1 11 OXSR1 3 SPTBN2 11 CAPN1 11 GSX2 4 P2RX7 12 SRC 20 CAPN2 1 GTSE1 22 PAK1 11 SREBF1 17 CARD9 9 GUCY1A2 11 PAK2 3 SRF 6 CARM1 19 GUCY2C 12 PAK3 X SRM 1 CARS 11 GUCY2D 17 PAK4 19 SRMS 20 CASK X GUCY2F X PAK6 15 SRPK1 6 CASP1 11 GYS1 19 PAK7 20 SRPK2 7 CASP10 2 GYS2 12 PALB2 16 SRPK3 X CASP2 7 H2AFX 11 PAPD5 16 SRSF6 20 CASP3 4 H2AFY2 10 PAPD7 5 SSBP1 7 CASP4 11 HABP4 9 PARD3 10 SSBP2 5 CASP5 11 HAPLN1 5 PARD6A 16 SSH1 12 CASP6 4 HAT1 2 PARK2 6 SSH2 17 CASP7 10 HAUS3 4 PARK7 1 SSSCA1 11 CASP8 2 HBEGF 5 PARP1 1 SSTR1 14 CASP9 1 HBXIP 1 PARP10 8 SSTR2 17 CBL 11 HCK 20 PARP11 12 SSTR3 22 CBLB 3 HDAC1 1 PARP12 7 SSTR4 20 CBLC 19 HDAC10 22 PARP14 3 SSTR5 16 CCBE1 18 HDAC11 3 PARP15 3 ST13 22 CCDC6 10 HDAC2 6 PARP16 15 STAG1 3 CCDC99 5 HDAC3 5 PARP3 3 STAG2 X CCNA1 13 HDAC4 2 PARP8 5 STAM 10 CCNA2 4 HDAC5 17 PARP9 3 STAT1 2 CCNB1 5 HDAC6 X PASK 2 STAT3 17 CCNB2 15 HDAC7 12 PAX8 2 STAT5A 17 CCNB3 X HDAC8 X PBK 8 STAT5B 17 CCND1 11 HDAC9 7 PBRM1 3 STAT6 12 CCND2 12 HES1 3 PCBD1 10 STEAP3 2 CCND3 6 HES5 1 PCK1 20 STK10 5 CCNE1 19 HGF 7 PCK2 14 STK11 19 CCNE2 8 HHIP 4 PCNA 20 STK16 2 CCNG1 5 HIF1A 14 PDE3A 12 STK17A 7 CCNG2 4 HIF1AN 10 PDE3B 11 STK17B 2 CCNH 5 HIF3A 19 PDE4D 5 STK19 6 CCR3 3 HIPK1 1 PDGFA 7 STK24 13 CCR7 17 HIPK2 7 PDGFB 22 STK25 2 CD109 6 HIPK3 11 PDGFRA 4 STK3 8 CD14 5 HIPK4 19 PDGFRB 5 STK31 7 CD248 11 HIST1H1B 6 PDGFRL 8 STK32A 5 CD40 20 HK1 10 PDIK1L 1 STK32B 4 CD47 3 HK2 2 PDK1 2 STK32C 10 CD82 11 HK3 5 PDK2 17 STK33 11 CDC14A 1 HNF1A 12 PDK3 X STK35 20 CDC14B 9 HNF1B 17 PDK4 7 STK36 2 CDC16 13 HNRNPH2 X PDPK1 16 STK38 6 CDC20 1 HRAS 11 PERP 6 STK38L 12 CDC23 5 HSF4 16 PGF 14 STK39 2 CDC25A 3 HSP90AA1 14 PGPEP1 19 STK4 20 CDC25B 20 HSP90AB1 6 PHF15 5 STK40 1 CDC25C 5 HSP90B1 12 PHF16 X STMN1 1 CDC26 9 HSPA1A 6 PHF17 4 STOML3 13 CDC27 17 HSPA1B 6 PHF2 9 STRADA 17 CDC42 1 HSPA1L 6 PHF8 X STRADB 2 CDC42BPA 1 HSPA2 14 PHIP 6 STYK1 12 CDC42BPB 14 HSPA6 1 PHKA1 X SUFU 10 CDC42BPG 11 HSPA8 11 PHKA2 X SUV39H1 X CDC45 22 HSPB1 7 PHKB 16 SUV39H2 10 CDC6 17 HSPB8 12 PHKG1 7 SUV420H1 11 CDC7 1 HUNK 21 PHKG2 16 SUV420H2 19 CDC73 1 ICAM1 19 PHLDB2 3 SYK 9 CDCA8 1 ICAM2 17 PHOX2A 11 SYMPK 19 CDH1 16 ICAM3 19 PHOX2B 4 TAB1 22 CDH20 18 ICAM4 19 PI4K2A 10 TAB2 6 CDH3 16 ICK 6 PI4K2B 4 TAF1 X CDK1 10 ID1 20 PI4KA 22 TAF1L 9 CDK10 16 ID2 2 PI4KB 1 TAOK1 17 CDK11A 1 ID3 1 PIAS1 15 TAOK2 16 CDK12 17 ID4 6 PIAS2 18 TAOK3 12 CDK13 7 IDH1 2 PIAS3 1 TBCK 4 CDK14 7 IDH2 15 PIAS4 19 TBK1 12 CDK15 2 IDUA 4 PIDD 11 TBL1X X CDK16 X IFNG 12 PIK3C2A 11 TBL1XR1 3 CDK17 12 IFT172 2 PIK3C2B 1 TBL1Y Y CDK18 1 IFT57 3 PIK3C2G 12 TBX22 X CDK19 6 IFT81 12 PIK3C3 18 TBX3 12 CDK2 12 IFT88 13 PIK3CA 3 TCEB1 8 CDK20 9 IGF1 12 PIK3CB 3 TCEB2 16 CDK4 12 IGF1R 15 PIK3CD 1 TCEB3 1 CDK5 7 IGF2 11 PIK3CG 7 TCF3 19 CDK6 7 IGF2R 6 PIK3R1 5 TCF4 18 CDK7 5 IGFBP1 7 PIK3R2 19 TCF7 5 CDK8 13 IGFBP2 2 PIK3R3 1 TCF7L1 2 CDK9 9 IGFBP3 7 PIK3R4 3 TCF7L2 10 CDKL1 14 IGFBP4 17 PIK3R5 17 TEC 4 CDKL2 4 IGFBP5 2 PIKFYVE 2 TECTA 11 CDKL3 5 IHH 2 PIM1 6 TEK 9 CDKL4 2 IKBKAP 9 PIM2 X TEN1 17 CDKL5 X IKBKB 8 PIM3 22 TESK1 9 CDKN1A 6 IKBKE 1 PIN4 X TESK2 1 CDKN1B 12 IKBKG X PINK1 1 TEX14 17 CDKN1C 11 IL12RB1 19 PIP4K2A 10 TFDP1 13 CDKN2A 9 IL18BP 11 PIP4K2B 17 TFDP2 3 CDKN2B 9 IL1R1 2 PIP4K2C 12 TFE3 X CDKN2C 1 IL1R2 2 PIP5K1A 1 TFG 3 CDKN2D 19 IL1RAP 3 PIP5K1B 9 TGFA 2 CDON 11 IL3RA X PIP5K1C 19 TGFB1 19 CDT1 16 IL6 7 PIP5KL1 9 TGFB2 1 CEBPA 19 IL6ST 5 PITX2 4 TGFB3 14 CENPA 2 IL8 4 PIWIL1 12 TGFBR1 9 CENPE 4 ILK 11 PKD1 16 TGFBR2 3 CEP290 12 INCENP 11 PKD2 4 TGM3 20 CER1 9 INHBA 7 PKDCC 2 THBS1 15 CERK 22 INHBB 2 PKHD1 6 THBS2 6 CFL2 14 INHBC 12 PKLR 1 THBS3 1 CFLAR 2 INHBE 12 PKMYT1 16 THBS4 5 CHD3 17 INPP4A 2 PKN1 19 TICAM1 19 CHD5 1 INPP5D 2 PKN2 1 TIE1 1 CHD8 14 INPP5K 17 PKN3 9 TIPARP 3 CHEK1 11 INPPL1 11 PKNOX1 21 TIRAP 11 CHEK2 22 INSR 19 PLA2G2A 1 TLE1 9 CHIC2 4 INSRR 1 PLCB1 20 TLK1 2 CHL1 3 INVS 9 PLCB2 15 TLK2 17 CHRD 3 IP6K1 3 PLCB3 11 TLL1 4 CHRM1 11 IP6K2 3 PLCB4 20 TLR1 4 CHUK 10 IP6K3 6 PLCG1 20 TLR2 4 CIB2 15 IPMK 10 PLCG2 16 TLR3 4 CIC 19 IPPK 9 PLCXD1 X TLR4 9 CIR1 2 IQCB1 3 PLCXD2 3 TLR5 1 CIT 12 IQGAP2 5 PLCXD3 5 TLR9 3 CITED1 X IRAK1 X PLCZ1 12 TMEM67 8 CKS1B 1 IRAK2 3 PLD1 3 TNF 6 CLDN1 3 IRAK3 12 PLD6 17 TNFAIP3 6 CLIP1 12 IRAK4 12 PLK1 16 TNFRSF10A 8 CLK1 2 IRF3 19 PLK2 5 TNFRSF10B 8 CLK2 1 IRS1 2 PLK3 1 TNFRSF10C 8 CLK3 15 IRS2 13 PLK4 4 TNFRSF10D 8 CLK4 5 IRS4 X PLXNB3 X TNFRSF1A 12 CLSPN 1 ITCH 20 PMAIP1 18 TNFRSF1B 1 CLSTN1 1 ITGA2 5 PML 15 TNFRSF8 1 CLTC 17 ITGA2B 17 PMS1 2 TNFSF10 3 CLUAP1 16 ITGA3 17 PMS2 7 TNFSF12 17 CNKSR1 1 ITGA6 2 PNCK X TNIK 3 CNKSR2 X ITGAE 17 PORCN X TNK1 17 CNTN4 3 ITGAV 2 POU2F1 1 TNK2 3 CNTN6 3 ITGB1 10 PPA1 10 TNKS 8 COL14A1 8 ITK 5 PPA2 4 TNKS2 10 COL1A1 17 ITPK1 14 PPARD 6 TOE1 1 COL4A1 13 ITPKA 15 PPARG 3 TOP1 20 COL4A2 13 ITPKB 1 PPARGC1A 4 TOP2A 17 COL4A4 2 ITPKC 19 PPM1A 14 TOP2B 3 COL4A6 X ITPR2 12 PPM1B 2 TOP3B 22 COMP 19 JAG1 20 PPM1D 17 TOPBP1 3 COX7A2L 2 JAG2 14 PPP1CA 11 TOPORS 9 CREB1 2 JAK1 1 PPP1CB 2 TP53 17 CREB3L2 7 JAK2 9 PPP1CC 12 TP53AIP1 11 CREBBP 16 JAK3 19 PPP1R13B 14 TP53BP1 15 CRK 17 JARID2 6 PPP1R3A 7 TP53BP2 1 CRKL 22 JHDM1D 7 PPP1R3B 8 TP53I3 2 CRLF2 X JMJD1C 10 PPP1R3C 10 TP53RK 20 CSF1 1 JMJD4 1 PPP1R3D 20 TP63 3 CSF1R 5 JMJD6 17 PPP2CA 5 TP73 1 CSF2RA X JMJD7-PLA2G4B 15 PPP2CB 8 TPM3 1 CSF2RB 22 JMJD8 16 PPP2R1A 19 TPR 1 CSF3R 1 JUN 1 PPP2R1B 11 TPX2 20 CSK 15 JUNB 19 PPP2R5A 1 TRADD 16 CSMD1 8 JUND 19 PPP2R5B 11 TRAF1 9 CSMD3 8 JUP 17 PPP2R5C 14 TRAF2 9 CSNK1A1 5 KALRN 3 PPP2R5D 6 TRAF3 14 CSNK1A1L 13 KAT2A 17 PPP2R5E 14 TRAF3IP2 6 CSNK1D 17 KAT2B 3 PPP3CA 4 TRAF4 17 CSNK1E 22 KAT5 11 PPP3CB 10 TRAF5 1 CSNK1G1 15 KAT6A 8 PPP3CC 8 TRAF6 11 CSNK1G2 19 KAT6B 10 PPP3R1 2 TRIB1 8 CSNK1G3 5 KAT7 17 PPP3R2 9 TRIB2 2 CSNK2A1 20 KAT8 16 PPP5C 19 TRIB3 20 CSNK2A2 16 KCNE1 21 PRCC 1 TRIM24 7 CSNK2B 6 KDM1A 1 PRDM2 1 TRIM28 19 CTBP1 4 KDM1B 6 PRDM4 12 TRIM33 1 CTBP2 10 KDM2A 11 PRDM6 5 TRIM77P 11 CTNNA1 5 KDM2B 12 PRDM7 16 TRIO 5 CTNNA2 2 KDM3A 2 PRDM9 5 TRIP10 19 CTNNA3 10 KDM3B 5 PRICKLE1 12 TRPM6 9 CTNNB1 3 KDM4A 1 PRICKLE2 3 TRPM7 15 CTNNBIP1 1 KDM4B 19 PRKAA1 5 TRRAP 7 CUBN 10 KDM4C 9 PRKAA2 1 TSC1 9 CUL1 7 KDM4D 11 PRKAB1 12 TSC2 16 CUL2 10 KDM4E 11 PRKAB2 1 TSHR 14 CXCL12 10 KDM5A 12 PRKACA 19 TSPAN8 12 CXCR4 2 KDM5B 1 PRKACB 1 TSPYL2 X CXCR7 2 KDM5C X PRKACG 9 TSSK1B 5 CXXC4 4 KDM5D Y PRKAG1 12 TSSK2 22 CYCS 7 KDM6A X PRKAG2 7 TSSK3 1 CYLD 16 KDM6B 17 PRKAG3 2 TSSK4 14 CYS1 2 KDM8 16 PRKAR1A 17 TSSK6 19 DAAM1 14 KDR 4 PRKAR1B 7 TTBK1 6 DAAM2 6 KIAA1468 18 PRKAR2A 3 TTBK2 15 DAPK1 9 KIF11 10 PRKAR2B 7 TTC8 14 DAPK2 15 KIF15 3 PRKCA 17 TTK 6 DAPK3 19 KIF1B 1 PRKCB 16 TTLL3 3 DARC 1 KIF2C 1 PRKCD 3 TTN 2 DAXX 6 KIF3A 5 PRKCE 2 TWF1 12 DBF4 7 KIF3B 20 PRKCG 19 TWIST1 7 DCC 18 KIFAP3 1 PRKCH 14 TXK 4 DCLK1 13 KISS1 1 PRKCI 3 TYK2 19 DCLK2 4 KIT 4 PRKCQ 10 TYMS 18 DCLK3 3 KITLG 12 PRKCZ 1 TYRO3 15 DCN 12 KLC3 19 PRKD1 14 UBE2B 5 DDB2 11 KLHL4 X PRKD2 19 UBE2C 20 DDIT3 12 KLK3 19 PRKD3 2 UBR5 8 DDIT4 10 KNTC1 12 PRKDC 8 UCK2 1 DDR1 6 KRAS 12 PRKG1 10 UHMK1 1 DDR2 1 KREMEN1 22 PRKG2 4 UHRF2 9 DDX23 12 KREMEN2 16 PRKX X ULK1 12 DFFA 1 KRT20 17 PRKY Y ULK2 17 DFFB 1 KRT71 12 PROC 2 ULK3 15 DGKA 12 KRT73 12 PRPF4 9 ULK4 3 DGKB 7 KRTCAP2 1 PRPF4B 6 UMPS 3 DGKD 2 KRTCAP3 2 PSEN1 14 UPF1 19 DGKE 17 KSR1 17 PSEN2 1 UQCRC2 16 DGKG 3 KSR2 12 PSENEN 19 USP17L2 8 DGKH 13 L3MBTL1 20 PSKH1 16 USP24 1 DGKI 7 LAMA1 18 PSKH2 8 USP28 11 DGKQ 4 LAMA2 6 PSMC4 19 USP33 1 DGKZ 11 LAMA3 18 PSPH 7 USP39 2 DHH 12 LAMA4 6 PTCH1 9 USP9X X DIABLO 12 LAMA5 20 PTCH2 1 UTY Y DIP2C 10 LAMB1 7 PTCRA 6 VANGL1 1 DKK1 10 LAMB2 3 PTEN 10 VANGL2 1 DKK2 4 LAMB3 1 PTGS2 1 VAV2 9 DKK3 11 LAMB4 7 PTK2 8 VAV3 1 DKK4 8 LAMC1 1 PTK2B 8 VBP1 X DLK1 14 LAMC2 1 PTK6 20 VEGFA 6 DLL1 6 LAMC3 9 PTK7 6 VEGFB 11 DLL3 19 LATS2 13 PTN 7 VEGFC 4 DLL4 15 LCK 1 PTPN1 20 VHL 3 DMAP1 1 LEF1 4 PTPN11 12 VPS16 20 DMPK 19 LEFTY1 1 PTPN13 4 VRK1 14 DNAAF1 16 LEFTY2 1 PTPN14 1 VRK2 2 DNAH11 7 LFNG 7 PTPN3 9 VRK3 19 DNAH5 5 LGR5 12 PTPN5 11 WASF2 1 DNAH9 17 LGR6 1 PTPN6 12 WASL 7 DNAI1 9 LIMK1 7 PTPN7 1 WDR75 2 DNLZ 9 LIMK2 22 PTPRA 20 WEE1 11 DOT1L 19 LMTK2 7 PTPRD 9 WEE2 7 DPP3 11 LMTK3 19 PTPRF 1 WHSC1 4 DPP4 2 LNX1 4 PTPRG 3 WHSC1L1 8 DSCAML1 11 LRP2 2 PTPRJ 11 WIF1 12 DSTYK 1 LRP2BP 4 PTPRN2 7 WISP1 8 DTX1 12 LRP5 11 PTPRR 12 WNK1 12 DTX3 12 LRP6 12 PTPRS 19 WNK2 9 DTX3L 3 LRRC6 8 PTPRT 20 WNK3 X DTX4 11 LRRK1 15 PTPRU 1 WNK4 17 DUSP1 5 LRRK2 12 PTTG1 5 WNT1 12 DUSP10 1 LTBP1 2 PXK 3 WNT10A 2 DUSP14 17 LTK 15 PXN 12 WNT10B 12 DUSP16 12 LZTS2 10 PYGB 20 WNT11 11 DUSP2 2 MACC1 7 PYGL 14 WNT16 7 DUSP3 17 MAD1L1 7 PYGM 11 WNT2 7 DUSP4 8 MAD2L1 4 PYGO1 15 WNT2B 1 DUSP5 10 MAD2L1BP 6 PYGO2 1 WNT3 17 DUSP6 12 MAD2L2 1 RAB23 6 WNT3A 1 DUSP7 3 MAK 6 RAC1 7 WNT4 1 DUSP8 11 MAML1 5 RAC2 22 WNT5A 3 DUSP9 X MAML2 11 RAC3 17 WNT5B 12 DVL1 1 MAML3 4 RAD21 8 WNT6 2 DVL2 17 MAP2 2 RAD50 5 WNT7A 3 DVL3 3 MAP2K1 15 RAD51 15 WNT7B 22 DYRK1A 21 MAP2K2 19 RAD52 12 WNT8A 5 DYRK1B 19 MAP2K3 17 RAD54L 1 WNT8B 10 DYRK2 12 MAP2K4 17 RAD9A 11 WNT9A 1 DYRK3 1 MAP2K5 15 RAD9B 12 WNT9B 17 DYRK4 12 MAP2K6 17 RAET1E 6 WRN 8 E2F1 20 MAP2K7 19 RAET1L 6 WT1 11 E2F2 1 MAP3K1 5 RAF1 3 WT1-AS 11 E2F3 6 MAP3K10 19 RALA 7 WTAP 6 E2F4 16 MAP3K11 11 RALB 2 XIAP X E2F5 8 MAP3K12 12 RALBP1 18 XPA 9 E2F6 2 MAP3K13 3 RALGDS 9 XPC 3 E2F7 12 MAP3K14 17 RANBP2 2 XPNPEP3 22 E2F8 11 MAP3K15 X RAP1A 1 XPO1 2 E4F1 16 MAP3K2 2 RAP1B 12 XRCC1 19 ECSIT 19 MAP3K3 17 RAP1GAP 1 XRCC3 14 EDA X MAP3K4 6 RAPGEF1 9 YES1 18 EEF2K 16 MAP3K5 6 RAPGEF2 4 YME1L1 10 EFNB1 X MAP3K6 1 RAPGEF3 12 YSK4 2 EFNB2 13 MAP3K7 6 RAPGEF4 2 ZAP70 2 EGF 4 MAP3K8 10 RARA 17 ZBTB16 11 EGFL6 X MAP3K9 14 RARB 3 ZBTB17 1 EGFR 7 MAP4K1 19 RASA1 5 ZEB2 2 EGLN1 1 MAP4K2 11 RASA2 3 ZFYVE16 5 EGLN2 19 MAP4K3 2 RASA3 13 ZFYVE9 1 EGLN3 14 MAP4K4 2 RASGRF1 15 ZIC2 13 EGR1 5 MAP4K5 14 RASGRF2 5 ZMAT3 3 EHMT1 9 MAPK1 22 RASGRP1 15 ZNF217 20 EHMT2 6 MAPK10 4 RASGRP2 11 ZNF668 16 EI24 11 MAPK11 22 RASGRP3 2 ZNF703 8 EIF2AK1 7 MAPK12 22 RASGRP4 19 ZYX 7 EIF2AK2 2 MAPK13 6 RASSF1 3