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ITGA7 GRB7 PAK1 DLG4 PIK3R2 ERBB2IP CD82 ERRFI1 MMP7 PICK1 TLE1 SMAD1 KDM5B SMURF2 CBL PLCG1 PRLR TYK2 MAPK1 BTK TGFBR1 SYK SHB PRKCQ TEC IL6ST HNRNPK SLA PTK2B EZH2 LCP2 ZYX SH3BP2 SIAH2 LAT ARHGDIB SOCS1 CBLB BLNK VAV2 RACGAP1 DOCK2 PECAM1 CD36 RPL10 ERBB4 NPHS1 NA TRPV4 TIAM1 SP1 ELF1 NKRF TBP MAPK8 PPP4C NUP155 SUMF2 ETS2 HSPA8 GTF2B ARHGEF1 REL LYN PIK3R1 PTPN11 NF2 PTPN6 KITLG SRC MATK KIT PTPRO GRB10 FCGR3A CRKL DOK1 GRAP GRAP2 SH2B3 CD81 MPDZ LCK STAP1 WAS CD24 PTK2 DAB2 CCR3 FGR SLAMF1 EBNA1BP2 MAML1 INS NOTCH1 S100A4 NFATC1 SND1 CBX3 CBX1 C9 FZD1 GDI2 OPTN MAP4K2 RPH3AL C8A SYTL4 RIMS2 RPH3A KDR VEGFA PGF VEGFB SETDB1 ARAF NCK1 RALGDS RASSF5 DSTN PDE4A SHC1 PRKDC PIK3CG MAPK3 KHDRBS1 UBXN11 NCR1 BCAR1 UNC119 TRAT1 SKAP1 SKAP2 NCR3 GAB2 PRAM1 GAB3 PPP1R15A INPP5D CBLC BANK1 GP6 EVL NEDD9 JUN SPI1 POU1F1 RB1 NR5A1 CD5 NFYA GTF2F2 ABL1 TPM1 HCFC1 TAF1 AR CREBBP RUNX2 STAT1 STAT4 HMGA1 SMAD4 PIN1 NACA SMAD2 SEMA4D FOSL2 SMARCD1 VDR SUMO1 NRIP1 TGIF1 NCOA1 EP300 MAPK9 TSC22D3 TCF20 SMAD3 DHX9 ATF3 HIF1A MYBBP1A PRKD1 DDX21 SPIB ATF4 COPS5 RFWD2 TBCB HDAC3 UBE2I RBM39 BATF CREB5 NELFB RPL18A JDP2 FHL2 ZMYND8 CHD6 RHOT2 SMAD5 CEBPB NONO GATA1 IRF4 OPRM1 ELANE SLC9A3R1 HDAC1 CTBP1 HDAC4 KAT2B ZIC1 ZIC2 SUFU STK36 ZIC3 KLK2 FZR1 NHEJ1 ZAP70 ITK BLK SH3KBP1 INPPL1 SPRY2 UBE2D2 CD151 UBE2L3 CD2AP SORBS1 SLA2 PTPN22 FRS2 DNAJC1 UBASH3B RHPN2 ARHGEF3 RTKN KCNA2 OPHN1 MCF2 KTN1 PKN1 DGKQ ROCK1 TRIO ARHGDIA PPP1R12A CNTNAP1 PLD1 PKN2 PDE6D ARHGAP1 ARHGDIG AKAP13 RABAC1 ARHGEF4 VAV3 ARHGEF12 CIT ARHGEF11 SRGAP1 DAAM1 ARHGEF2 DEF6 RAP1GDS1 TRPC1 CNKSR1 ARHGEF18 MCF2L RHPN1 OAZ1 OAZ2 ITGAV GRN TTN CIB1 FEZ1 VAPA PAXIP1 MEOX1 MEOX2 MYB ID3 KPNA1 DAXX TLE4 NKX2-1 ATN1 PAX9 REG3A PLSCR1 PTH1R PTH2R PCNA CDKN1B NCOA3 CDK6 AKAP8 CCNDBP1 RBX1 THRA THRB HERC5 NPDC1 BMP4 PTHLH SLC9A3R2 KPNB1 JUP F2 TAP2 PDIA3 TAPBP KALRN RASSF9 UHMK1 PEX10 ABCD3 ABCD1 CA2 PEX19 ABCD2 RXRA NCOR2 NCOR1 DUT DAP3 PPARGC1A GADD45G MED24 NR1H3 YWHAB AIP NRBF2 HELZ2 MECR SLC2A4 MAP4K4 PIGK PDGFRB CHP1 CDKN2A CD28 CD7 HRAS FES TESC ERBB3 CSF2RA SYN1 RRAS2 UBTF TYRO3 IRS2 GHR RAC1 TUBA1B ADAM12 CD3E PIK3CD PIK3CB IRS4 GAB1 POLR1E YWHAG AGAP2 IFNW1 GNAQ PIK3R3 RASD2 YWHAZ IFNB1 PFKM S100A1 S100B PPP1R3A SLN PLA2G2A PDGFRA SOS1 NTRK1 NTRK3 MST1R TUB SOS2 DGKZ GNB2L1 PLD2 PICALM BAG3 STAT2 GIT1 LAT2 TNK1 TRPM7 TRPC3 PLG NIT1 ZBTB44 PIAS2 PITX1 NR1I2 PRMT1 NR1I3 RNASE1 HIPK1 APC PTPRF CDH1 DSC3 CDH5 TCF7L2 PTPRK PKP2 PTPN14 BTRC SERPINE1 IFNG SPARC THBS1 C7 JAK1 F10 KNG1 SERPINF2 DEK PRPF40A PLAT PLAU VTN CLEC3B YBX1 SERPINA5 IRF3 FAP ARR3 TP53 ITGB3 EIF2AK2 PTPN1 PDGFB PTPRJ SNX1 GRB14 COPA S1PR1 NCK2 SNX2 SNX4 PROC THBD CXCR3 LDLR PIR TLN1 ILK ITGA2B ITGB3BP CITED2 CAV1 PDGFC SNX6 GP1BA CITED4 SELPLG SELP SNX17 SERPING1 AP1M2 PVRL3 CD226 PARP1 RPS3A XRCC1 SF3B1 POLA1 MYBL2 BUB3 ZNF423 WRN NCOA6 APTX PARP2 RBM14 RAB3B LEMD3 PKD1 DIAPH1 TNNI3 CSNK1E PPP2R5A KIFAP3 SIAH1 PLTP BUB1 MAPRE1 DLGAP1 KCNQ1 KCNA4 PTPRA KCNAB1 KCNAB2 KCNA5 KCNA3 MAP2K4 GPLD1 E4F1 DLG2 RBP4 APOA1 SECISBP2 VASP CALR ATF7IP WASF1 WASL RHOQ FMNL1 XPO6 ENAH CANX CLU PPIB STIP1 HSPA5 RBL2 E2F1 SMARCA2 SMARCA4 SIN3A IGFBP7 TXNDC17 RPA1 FEN1 RFC2 SUB1 CDKN1C MSH3 LIPC CHAF1A ING1 HUS1 RAD9A POLH MTTP MUTYH GADD45B CCNO APEX2 POLE MSH6 POLB SGCD HSP90B1 MCL1 ZNF587 DNTT POLL POLD3 CHTF18 BGN POLD2 POLDIP2 SOCS3 SOCS2 PRL PRDX4 ARHGAP9 KLK3 MC5R PLK1 PSMA1 PSMA6 XRN2 PDIA4 PSMB9 PROCR SEC61B DNAJC3 METAP2 MAP3K5 ASH2L IKBKB TARBP2 PTGES3 PPP1CC PRKRIP1 PPP1CA MAP2K1 MYC MAP3K4 MYOT PEBP1 PEBP4 MAPK8IP3 KSR2 SMAD9 EPHA2 APOE LEPR LRP1 PXN LAIR1 SIT1 PILRA SLAMF6 SIGLEC11 BTLA C6orf25 TREML1 LILRB4 PSAP GRID2 NEFM F5 F8 TEK CNTN1 NRCAM MAGI3 PRKCD SSTR2 CTNND1 NAGK SIL1 STAT5B MYOZ1 LRP2 FCGR2B LILRB2 CD300LF DNAJA3 DKK1 LRP8 CLK2 GSK3B CLK1 MAPK14 PRKAR2A AKAP14 AKAP1 CBFA2T3 AKAP9 AKAP5 AKAP3 AKAP6 AKAP11 AKAP12 RAB32 HSPA1A AKAP2 ARFGEF2 MYCBPAP PRKAR1A PHLDB2 TXN RYR1 PYGM AGER IL13RA1 PRMT5 STAM2 FER TMF1 FGF10 EFNA1 ACP1 CD247 SGCG HNRNPL FCRL3 PRKCE RPS6KA3 ELK1 DUSP3 SREBF2 MAP2K2 C1QBP STAT5A RPS6KA2 DCTN1 DUSP4 PTPRR SNCG ANP32A PEA15 RPS6KA4 NEK2 MKNK2 SET UBR5 TNIP1 MKNK1 MAPK4 PRKCA KCND2 AVPR1A OGG1 FSCN1 AFAP1 PRKCB NPHP1 MDK RGS2 EIF6 GNA13 PDPK1 PDLIM5 RIPK4 PLAUR HK2 CFTR VDAC1 COPB2 EIF3E ADAM9 LPL MYOZ3 PDP2 RASGRP3 PDP1 F9 GABRA4 ABTB1 MMP14 ITGB2 PDE4D TP73 IFNAR2 PABPC1 RASA3 ST7 NSMAF HABP4 AGTRAP LRP12 PSMD8 IRAK1 NFATC2 PRKCZ SQSTM1 TRAF6 FADD MAP2K5 DAPK3 PARD6A PAWR FEZ2 ADAP1 PPP2CB PARD6G PARD6B CAPZA1 APP ADORA2A S100A11 IQGAP1 NDRG1 STK38 AHNAK APBB1 FECH ABCB7 CDC6 PSMB8 SPTAN1 KRAS DAB1 STX12 SPINK7 MAF USF2 MAFG MAPK8IP1 SOX9 DMBT1 GIPC1 EIF3C EXOSC5 PDHA2 PDHX ITGB1BP1 PDHA1 RABGGTB PTP4A2 RAD18 UBR2 ANG MAPK8IP2 CHM NOS1AP RABIF SYTL5 RIMS1 RAB3IP GULP1 TRIM29 CAMK2G TPM2 MAP3K11 SYNJ2BP DOCK1 IQGAP2 PPARD EIF3F GOLGA5 USO1 BLZF1 STX4 RABEP1 KIF3B RAB11FIP1 RUFY1 NR2F6 RBSN SDCBP EEA1 RIN1 MYOD1 RAB37 ALS2CL RIN2 RAB6A BICD1 ERC1 RABGAP1 KIF20A BICD2 OTUB1 UBA6 RIN3 RGS14 RAPGEF6 RGL4 BCL11A RAPGEF5 RMND5A RGL2 RUNDC3A PIAS1 FLNA CNKSR2 RALBP1 EXOC8 EXOC2 RALA ZFYVE9 RALB PPFIA2 PPFIA1 EFNB2 EFNA5 KPNA2 RAG2 RAD51 EPRS FANCD2 BRCA2 DMC1 RAD51AP1 RAD54B BLM ATM GRK1 GRK6 GRK5 CSNK1A1 RAN RANBP1 KPNA3 XPO1 RANBP3 ATP6AP2 DNAJC7 RPA2 RPA3 AIMP1 XPA RPA4 RAD52 TBCD UNG ORC2 SERTAD3 YWHAQ PAFAH1B1 CLASP2 FTL TMPO PNPLA2 TGM2 QARS SUV39H1 MORF4L2 AHR E2F2 E2F3 E2F4 RBBP5 PRDM2 BAG1 RING1 PA2G4 SNAPC3 MNAT1 MDM4 RBBP9 RBBP7 RBBP4 SNW1 CBX4 GRIN2B PRKRA USP4 CCNT2 CCNA1 TRIP11 ENC1 TRAP1 FRK TRAF1 NDC80 EID1 RNF40 KDM5A THOC1 MORF4L1 ARID3B CREG1 TRAF2 PELP1 AATF HBP1 LIN9 TRAF3 E2F5 TNFSF13B NR1H2 TDG PPARG PSMC5 NR4A2 NCOA4 BRD8 TRIM24 MED1 TRIP4 TRIP10 COPS2 NR0B2 UBE3A NFKBIB ADRB1 NCOA2 NPAS2 EDF1 NSD1 DNTTIP2 RNF8 ADRBK1 CLTC RARB SRF CSK CYP11A1 CLPB ANK1 CXCR2 SAG TAL1 ISL1 LDB1 RRM1 OPRD1 RRM2B ABCE1 MGAT1 STAU1 RPS6KB1 AP2A1 ASB2 SNIP1 CAMK2D IPO11 LAPTM5 PDCD4 PBX2 ARF6 SUMO2 RPLP2 RIT1 RIT2 ACTN3 SUMO3 DDX17 DDX5 DVL1 SNRPC NUDT21 ZRANB2 SRPK1 CCR5 RYR2 FKBP1A TRDN HOMER2 HOMER3 HOMER1 RYR3 SRI FKBP1B PRKACA AHCY NSF SCT ARFRP1 CYTIP NEDD8 DVL2 HTR1D CYTH2 STX1A SEMG2 TNPO1 IPO7 IPO8 CSNK2A1 SMN1 SNRPD3 DLG1 CLNS1A DDX20 GEMIN4 WDR77 WBP4 CCL3 CCL4L1 CCR4 MDM2 CAV3 PDZK1 CHP2 CFL1 FXYD1 MET TPT1 EPB41L3 CORT PTAFR AVPR2 SSTR5 TRIP6 ANXA7 PSEN2 GCA AP1B1 ITSN1 ABI1 SPTB FANCC GRIA2 SHANK1 FANCA MAPK10 SLC9A2 SPAG4 SPAG5 OBSCN OVGP1 YY1 NR0B1 TWIST2 CHEK1 AXL GATA4 TRERF1 ZNF653 PNRC2 ADRB2 TIMP3 TIMP1 SPOCK3 TGFBR2 MMP25 DRD3 SNAP25 CACNA1A S100A13 SYNCRIP STON2 DRD4 SV2B HIST1H1E SYT1 HIST3H3 MED30 MED9 DAG1 MED11 SNAP23 VAPB VAMP8 STX11 CPLX1 EGFR CCL5 CASK TUBB EPOR TUBA1A VAMP7 SCNN1A SCNN1B SCNN1G FASLG SLC6A9 STXBP2 DISC1 FGFR3 NAPA STXBP5 KCNB1 TXLNA TXLNB SNAP29 SEPT5 FLT3 VAMP3 STXBP3 FLT4 TRAF5 SIVA1 CD70 CD8A ITGA1 CSF3R RASA1 DUSP14 LRRC23 JAK3 HTT IL2RB SECTM1 VHL PSMC4 MYOZ2 IRS1 PSMC3IP FBXW7 HLA-DRB1 IL16 PIP SPG21 JAK2 GLMN FKBP4 EPB41L2 BCR ARFGEF1 HDAC2 AKT3 ANXA2 MELK CDC20 ALOX5 CCT5 CCT7 WRNIP1 CD2BP2 PSTPIP1 MAP2 DPP4 CCR1 MUC1 SDC4 CHD3 ELSPBP1 TEP1 HNRNPC PINX1 SMG6 MCRS1 SMG5 POLR3E RET ACVR1B EEF1A1 TXNIP CRK GNA12 CTTN SCARB2 CDC34 CSF1R MOB4 BANF1 AKAP8L ERBB2 HIST4H4 NR2F2 PHB2 P4HB RAF1 ADAM17 MYO7A PRKX AKAP4 AKAP10 AKAP7 MYBPC3 MYOM1 MYOM2 TRIM63 ANKRD1 ANKRD2 ANKRD23 WEE1 RNF2 E2F6 NFYB PRNP NFYC ZHX1 ZHX2 CNTN2 CEBPZ PURA MEF2C MEF2D SP3 KLF10 KLF6 KLF4 RARA PPP1R13L ZBTB7A POGZ GABPA TAF4 FBXO5 DRAP1 GTF2E2 GTF2H1 AES GTF2A1 TCEA1 GTF2H4 TAF6 GTF2F1 SMARCB1 SMARCC1 TRIM28 NOLC1 MED23 VGLL1 YAP1 VGLL4 HTATSF1 PDLIM1 TAF5 URI1 POLR2E SP4 SKP2 BRD2 SP2 NDN TFDP2 TNFRSF1A TRRAP CUL1 TP53BP1 TOPBP1 ARID3A CDK7 XPC CCNH FUBP1 REPS2 RFX1 EPHB2 PAK2 NRAP OCRL ABI2 YTHDC1 SORBS2 CABLES2 SHD ZDHHC16 DOK3 CEBPE HIPK2 NLK PTPN12 TFRC TFR2 HFE RANBP9 GABARAP SHOC2 BRAP RASSF1 IKZF3 GPSM2 TTC1 RGL1 RASIP1 HSH2D HDAC6 RAPGEF1 RASSF2 TUBA4A BIN1 GTF2I MYPN CCNT1 DNMT3A SUPT3H NMI ZBTB17 PFDN5 ACTL6A MYCBP EPHB1 MYCBP2 DDR2 EFNB1 EPS8 MYLK PTPRE SMARCE1 PTPN21 TRPC6 SNTA1 ADAM15 ASAP1 PDE6G SSX2IP ND2 SH3BP1 RELB PTK6 RGS4 NRG2 TGFB2 FMOD TGFBR3 ACVRL1 EIF3I YWHAE PZP VASN TGFB3 AP2B1 SMAD7 STRAP TGFBRAP1 MAP4K1 PPP2R2A ZAK CCNB2 RAVER1 KPNA4 PLCD1 L1CAM NCAN CNTNAP2 DNM1 JAG1 JAG2 DTX1 NUMB DLL1 ITCH MAML3 TNNT1 TNNT2 PIK3C2B TNNI2 TNNC1 AICDA RHEB TSC1 GRIN1 USP8 MAP1LC3A HSPH1 STARD13 MARK4 RAB8B SYT9 ARL8B CENPJ TUBGCP3 TNFAIP3 IKBKG CHUK TAX1BP1 LDB3 TNIP2 EPHA4 UBE2A BCL2L1 NEU3 PTGS2 HNF4A ELL HSPA9 TOM1L1 CSNK1D TSG101 CCNG1 PTEN ZNF148 VRK1 MAP4K5 STK11 USP7 UBE2K PLK3 TP63 CDC14A CDC14B MTA1 MED17 PTTG1 EFEMP2 BRF1 TAF1A TAF1B TAF1C WWOX WT1 CUL9 GNL3 HSP90AB1 PIAS4 RCHY1 ATR TP53INP1 ING4 COPS4 TOPORS TP53BP2 GPS2 TP53RK PLAGL1 SETD7 MDC1 ING5 CABLES1 BANP DAPK1 TNK2 CASP7 CASP10 PIP4K2B RIPK1 RIPK2 MADD BAG4 TNFSF13 PSMD2 TRPC4AP RIPK3 SPRY1 SELL LAX1 USP6NL TRAIP SYNJ1 ACTN1 NCKIPSD MAP3K8 PLCG2 SYNJ2 FIGF RALGPS1 NGF SHC3 SH2B1 KIDINS220 NGFRAP1 U2AF2 NXF1 RP9 DDX6 SF1 LY6G6F GEMIN2 TCERG1 UQCRC2 RTN4 COL17A1 MED28 GGA3 SHKBP1 CUBN CSE1L GRB2 CA9 CBLL1 MSN CCL17 CCL22 ITGAD GPC1 NRP1 ADAMTS1 PTPN2 LGALS8 RELN VIM ARMCX2 CTNNA1 CASP8 PKP1 CRMP1 PPL BFSP1 SH3GL3 MICAL1 UTP14A UPP1 PPHLN1 UPP2 COPS6 CEP126 CORO2B KLF1 ETV6 AMPH LACRT ITGB8 CYR61 BAK1 VBP1 HNRNPA2B1 TCEB2 TCEB1 CUL2 CCT3 HIF1AN JADE1 USP33 CDCA3 LIG3 PNKP NEIL1 RPL7 ZNF174 POLR2A SCAND1 PRKAA2 PRKAA1 LSM1 C1R DPYSL5 SERPINB8 FANCE FANCG FANCF ZBTB32 KLKB1 PLN F11 NEU1 F12 FLNB ATP6V0A4 TRAF4 SYTL1 NCF4 RAC2 PRDX6 PDK2 DLAT DLD BCKDHB PYCARD SLC4A8 PRSS1 DLG3 USH1C VEZT XAB2 CETN2 RAD23B RAD23A MID1 IGBP1 MID2 SFI1 ATOX1 CASR FBLIM1 CMIP OGT PDCD2 CREB3 CREBZF HCFC1R1 MTUS1 PTPN13 RGS3 HNRNPU SMC3 RAD21 FKBP2 DTNA PRX STX7 PYGB AP3D1 XIAP MAGED1 CASP3 CASP9 MAP3K7 TAB1 TAB2 DIABLO HTRA2 COMMD1 XAF1 STRADB SFPQ IDH3A IDH3B HECW1 PNMA1 PARD3 SMG1 ATP6V1G2 RAB9A RAB1B RHOD ATP6V1H DCX PPP1R9B NPR3 BYSL MSH4 PPP6C PPP2CA ARHGEF7 NPPB NPPC KCNJ4 APBA1 PARK2 LIN7A TSPYL2 TBR1 ID1 NRXN3 NA DFNB31 LIN7B CASKIN1 NRXN1 NRXN2 CNTNAP4 FCHSD2 PSMD10 MED29 FSIP1 EIF5 EIF5B IPO13 NCL CDK8 MED26 MED8 MED13 GUCY1A2 CRIPT GDA EXOC4 SYNGAP1 SKP1 HIST2H2BE GYG1 EBPL NCS1 FGB PJA1 DLX5 ROR2 PJA2 NR3C1 UNC5A SLC2A1 MBL2 PRF1 PPM1B TANK RAB11B ZFAND5 TRAF3IP2 SLC6A4 CARD10 COPS3 CD1D TF CARD8 TIMM23 HIST1H3A VWF CBX5 SBF1 HDAC5 TRAK2 TRAK1 HSPA13 PARVB PLAA BCOR HDAC11 ZBTB16 MYD88 IL1RAP TLR2 IRAK2 IRAK3 TOLLIP IRAK4 TIFA SIGIRR IRAK1BP1 PELI3 PELI1 PELI2 PLIN3 RABEPK CTBP2 BAD TSHR UPF1 TTC19 UPF2 ITGA3 SH3BP5 IBTK CAND1 NUP153 NUP62 NXT2 NXT1 EPN1 EPS15 TRIM21 STMN2 TRPC4 SF3A2 SUPT5H STAM TIMM13 PDCD6 SH3GL2 TJP2 NA SNTB1 SNTB2 DTNB SNTG1 SYNE1 GMCL1 BCLAF1 RAB7A GAS6 WIPF1 FYB ITSN2 RHOJ WIPF2 TNS2 BCAP31 BCAP29 MRGBP MRFAP1 ETF1 GPHN UBE2N EDAR POU3F2 ATXN1 TXNL4A WBP11 SUCLG2 SUCLA2 RANBP2 C1QTNF1 CASP2 ZFPM2 LMAN1 PHYH HPRT1 HIVEP1 CD84 SLAMF7 IL15 IL15RA CISH CA4 FXR1 NUFIP1 FXR2 CYFIP1 CYFIP2 NUFIP2 SPN EFEMP1 ASS1 TIMM44 PRPF6 NELFCD PBK PIGH PIGQ PRPSAP1 CDK2AP1 RBMS1 HELB PDK1 SLC4A1AP ZMYM2 ARL3 LIN7C SYN2 MMP1 AP1G1 TAF2 TAF7 SLC16A1 TAF10 TAF9 ASF1A TAF8 NR2C2 NR2C1 FOXA1 TGFB1I1 RNF4 CD2 SVIL CDC37 RNF14 PAK6 SRY ETV5 CDK5R1 MS4A1 RAD54L2 SART3 ZMIZ1 EFCAB6 CDK9 TFEB TFEC CD40LG MAP1S RFX5 RFXANK NFIB NFIC SAP30 EED RYBP ATF6 SS18 ARID1B ACTL6B LBR FNBP4 KIF5C SCN5A CDK5R2 ABCA1 PTPRN MAST2 MAST1 RTN1 APAF1 BNIP1 BNIP3 FYN BIK HRK CFLAR BCL2L11 BECN1 FKBP8 AVEN BCL2L14 NFKB1 BNIP3L SPNS1 PMAIP1 MOAP1 NFKB2 BCL2A1 BCL2L10 SH3GLB1 FOS MAP2K7 SH3RF1 VNN2 MAGI1 APBA2 LDLRAP1 PIP5K1C RBP1 ANKS1B LRP2BP ANKRA2 GTF2A2 DR1 SNAPC4 IKZF1 SNAPC2 BTAF1 BRF2 PAX6 BARD1 FOXF2 TAF1L TAF13 GTF3C3 TAF11 EFS N4BP2 TFIP11 BCL6 SCARB1 LCAT JUNB JUND DYNLL1 PDE4DIP DNAJB11 A1CF KIF3A NFE2L2 NUP98 STAT6 RPS6KA1 NEUROG1 PHOX2A KLF5 HDAC9 ONECUT1 AIRE TGS1 NFE2 NFATC4 HDAC7 CARM1 SRCAP PAX3 WDR44 SEC31A KIF13A SERTAD1 CDKN2AIP BCL6B TIAF1 SHFM1 BUB1B HMG20B C11orf30 BCCIP MAGI2 DHPS RPL5 SIX3 PTRH2 RUNX3 FOXA2 TLE2 PRDM1 HES6 MLLT10 BACH1 BACH2 BAIAP2 FASN S100P TIE1 ANGPT1 ANGPT2 ANGPT4 DOK2 GCHFR NEDD4 WWP2 NEDD4L ANK3 H3F3A HIRIP3 NFU1 CCL19 CCL25 CCL27 CXCL13 RHO ARNTL NUCB1 ARHGAP29 BRD7 PKP3 TCF4 GTF2A1L PMP22 PEX12 PEX13 PEX14 PEX3 RCOR1 PEX16 PEX11A PEX11B SLC25A17 PXMP4 ZNHIT3 PPARGC1B PDCL EAF2 EAF1 SNF8 IARS OTX2 EN2 GSC DUSP1 MAP2K6 GMFB MAPKAPK3 MAP2K3 DYRK1B DUSP16 STK39 SPAG9 GIT2 DUSP10 HAP1 PCNT BBS4 AP2M1 CXCR4 TNFSF4 KIF5B SYT3 STX2 STX3 FABP5 SNRPD2 SNRPD1 GEMIN5 HNRNPR LSM2 LSM4 LSM6 LSM7 GAR1 GEMIN7 OSTF1 LRRFIP1 LRRFIP2 LHX3 PECR ISL2 CSTF2 CSTF1 DDX1 SYMPK RAD51D IMMT TCF12 MSC SLIT2 RFC5 SPEN PEX7 AP2A2 CABIN1 NEK3 TFB1M TFB2M MERTK MBIP MARK3 GLRX3 TRIM25 SFN TFG UBE2L6 NTRK2 EIF2B1 AP3B1 ARFIP2 EXOC5 RAB11FIP3 SCN2A SPTBN4 KCNC1 HNRNPH1 HNRNPF NCBP2 EIF4G1 WDR1 EXOSC4 ASCL4 SCAP INSIG1 B2M HLA-A NFATC2IP EIF2AK3 MAFF HLA-B PMF1 KEAP1 HLA-C POU2AF1 GNGT2 HLA-E HLA-F PPP1R14A CAV2 CD1B EIF2S2 CD1A TBK1 NCKAP1 EIF2B2 MINK1 SOCS7 TNIK KCNJ11 BID CTSK TBPL1 FCGRT FCN2 EPHB3 FHL3 HTR1B EREG RNF41 S1PR3 GPR26 MCM5 TRADD IL27RA ELP2 IL12RB2 CEACAM1 CEACAM6 SHCBP1 MAPKAPK2 IFT172 GOPC TBX5 NKX3-1 SSRP1 MYOCD MKL1 MKL2 CEACAM8 S100Z CCHCR1 GATA6 CXCL8 HCLS1 CXCL1 BIRC2 BIRC3 CCL2 BIRC5 EPB41 BIRC7 MPP1 GORASP1 CRADD NOL3 CASP14 NOD1 NLRP1 PSME1 PSME2 PPP5C CRY2 PPP2R1A LAMA5 MAPK7 SOX18 BCL10 IKBKAP UBE2E3 NLRP4 BMP7 CTLA4 LY9 SGK1 PLAG1 NUP50 ARL4A ARL5A PTBP1 PCBP2 OSMR LIF PIAS3 POU3F1 SRP14 CD79B ARL6IP1 ENG MAFA SPOP SYN3 ARHGAP26 RB1CC1 PPP1CB ICAM5 KCNIP3 UBQLN1 NCSTN APH1A APH1B PSENEN KCNIP4 SCNN1D RAB11A PTRF FNTA BAZ2A CCNE2 FOXH1 REXO1 SOCS6 LRRC41 COL2A1 GDF5 BMPR1A LIMK1 GDF9 BMPR1B FRS3 MGP GDF6 NA BMPR2 INHBA H2AFX NBN RAD50 NOG COPB1 COPG2 TRIM26 MIB1 GFRA1 GFRA2 SOSTDC1 HDAC10 CHD1 NR1D2 NR1D1 NR6A1 CBFA2T2 HEY2 ZMYND11 TBL1XR1 DACH1 AIMP2 KARS ADCY5 GDE1 PER1 ANKRD6 UGCG KCNJ9 PPRC1 EXO1 CXCL9 CXCL11 TJP1 ILF2 C1D XRCC4 SGCZ COLQ BNIPL KLF13 CRHBP CRHR1 SGTA NEUROD1 SALL1 TNKS POT1 TINF2 IL18BP IL18R1 KCNK3 ADAM19 COPE LTBR TNFSF14 FOXO3 DCP1A STK11IP DLX1 TOB1 EID2 RGS16 RGS7 RGS5 GRM7 PLCB2 PLCB1 RGS18 PTGIR RIC8A BPTF CLDN5 CLDN4 CLDN3 CLDN1 JAM2 JAM3 KIRREL CLDN2 CLDN7 CGN CLDN8 CLDN6 ACVR2B TJP3 CACNB4 CABP1 EFHC1 KIF1B BEGAIN CAMK2A KIF13B TJAP1 DHDDS MAPK12 NUP88 NUP133 TPR ACVR1 RAE1 VCP PSMC1 ATXN3 PTPN3 AMFR NSFL1C TOMM34 UBE4B VIMP DERL1 VCPIP1 GAK EHD2 CLINT1 NOS1 HIP1 AP2S1 RAB11FIP2 NAGPA NEUROD2 CDR2 EDNRB MALL PKMYT1 KIF20B PLXNA1 RND1 UBAP2L NTF3 ANXA11 CPNE4 PDCD6IP PEF1 SNRPF LSM3 CDC25B CHRNA4 CADM1 PPM1A MPHOSPH6 TNFRSF13B CLPX P2RX4 CDC25C MAP3K2 NA CCL3L3 CCL23 IPO5 ZFP36 RANGAP1 RGPD6 XPOT XPO5 RANGRF NEK9 NUTF2 TSC2 RANBP10 MCM6 ORC1 MCM3 ORC3 ORC6 CDT1 PRKCI ORC5 MCM4 ORC4 DBF4 MCM10 DNAJB1 PRKRIR TLR4 TMED1 EYA1 HNRNPD KLC3 ASAP2 LPXN PITPNM1 PITPNM3 PITPNM2 PIK3R5 DVL3 DIP2A DTNBP1 SYNM SYNC SATB1 HR DNMT3B SAP18 KLF11 MBD2 MBD3 CDYL BRMS1 TGIF2 DNMT3L PHF21A MIER1 SUDS3 PHF12 TRIM27 BRMS1L RECQL5 ASF1B TLX2 DYSF JPH2 TAOK2 EXOSC6 HGS VPS35 SNX5 MLF1 YWHAH KIF1C RFC3 ADAM22 TPD52L1 REM1 BSPRY SNRNP200 UCP2 TESK1 UCP3 DHX15 MLXIP PI4KB CABP2 RAD17 HAX1 SMO SAFB LIMK2 PAK4 LATS1 RFX4 BRCA1 FRAT1 MED6 CDC16 ZEB2 MED15 CDK2 VANGL1 EPHA7 MLH1 DMAP1 VPS28 ATF1 VPS37A LRSAM1 VPS37C CDK4 NRBP1 CCNA2 CCNB1 ESR1 ZNF622 CTDP1 NR2C2AP UPF3A XRN1 RELA BRD4 AKT1 FBXL2 FBXL3 FBXL4 FBXL5 FBXO32 FBXO2 FBXO18 FBXO7 CACYBP CUL7 FBXO4 FBXW2 FBXW8 FBXL8 FBXO9 FBXO17 FBXO44 RASGRP1 CCND1 SNAPIN BLOC1S5 BLOC1S4 BLOC1S2 BLOC1S3 BLOC1S6 ESR2 UBD MAD2L1BP MAT2B MYO10 NFIL3 STXBP1 TUBG1 PEX1 PEX26 PTCH2 SEPT9 INSIG2 ACACA TAF15 GIGYF1 GIGYF2 TNKS2 SMC1A CASP6 CLGN KCNJ5 PAFAH1B2 PAFAH1B3 NDEL1 NUDC NDE1 FNBP1 UBQLN4 DYNC1I1 MCFD2 UBE2G1 UBE2E1 PTPRD ATF7 PSMB4 SMAD6 CNOT7 CNOT8 YEATS4 NEO1 UNC5C MRAS TWIST1 UBE2D1 UBE2D3 PGR MASP2 NAPG GOSR1 STX8 BAP1 PML PRR5 PKIA PPP2R1B NUB1 MYOC OLFM3 REXO4 CHEK2 DDX54 SMNDC1 ZNF350 STAT3 BRIP1 CAP1 CKAP5 RND3 EIF3G TNFRSF9 TNFRSF14 TNFRSF11A TNFRSF18 MAP3K14 TRIM37 TNFRSF12A TNFRSF19 TNFSF9 HIVEP3 LMO4 PABPN1 MED21 RPL6 INA CASC3 ARNT MVP TFF1 BAZ1B TOMM20 PBX1 GPS1 COPS7A COPS8 ZNF354A ZNF197 SERTAD2 EIF4E DEDD DEDD2 TNFRSF10A TNFRSF10B NR1H4 FAF1 ITGA6 CASP8AP2 ITGB4 IFT57 HIP1R KRT18 SPRY4 TCAP FSTL3 ASCL1 GATA2 ACTN4 LMTK2 C5 DUSP6 IER3 GMNN NAP1L4 BLMH ARVCF CCL20 EFNB3 ACR NR4A1 TOMM22 OTC ARNTL2 PRKCSH DFFB DFFA CIDEB CTNNB1 SPHK1 ERN1 TAB3 TAOK3 TRAF3IP1 TRAF3IP3 CDH4 STAMBP CDH11 LRRC7 SENP2 BOC ASNA1 SKI ARFGAP1 BMF BCL2L2 CDON ESRRB CDH3 DBNL LASP1 NEBL STAP2 GGA2 GGA1 RPL23A WWP1 DMPK MPRIP PHYHIP TERF2 TERF2IP CRH CRHR2 PPP4R1 PPP4R2 EIF3J EIF4B EIF3B EIF4G2 CR2 SPDEF ELAC2 CBX7 CBX8 PHC1 FHOD1 PAK7 ARHGAP15 DOCK8 CDC42BPG NOXA1 RCC2 SEMA3A SMARCA5 MTA2 BAZ1A POLR2J PSMB3 PSMB7 TRPV6 PSMA7 PSMA4 CAPNS1 CAPN1 MSH5 MLH3 INADL MATN2 MATN4 TACC2 TACC1 NUCB2 TLR3 TIRAP BCL2 HSPB3 NGEF ARHGEF15 EFNA2 KCNJ16 EIF3L TUBA3D KIF22 TUBA8 KHDRBS3 PEG10 PPP3R1 PPP3CA CAB39 ULK1 NFASC ATXN7 RCAN2 UBA2 SAE1 CASP4 BIRC6 KCNQ3 DIS3 EXOSC9 EXOSC8 EXOSC7 KHSRP EXOSC2 CRY1 PER3 ATP7B KAT2A WBP2 DAZAP2 PMEPA1 WBP1 RNF11 N4BP3 LITAF NDFIP2 TAX1BP3 TTF2 TRIM32 S100A6 PLK2 RILP RNF115 SNAPC1 NRGN HSPB1 MLLT6 OTUD7B CALCRL ZRANB1 TMED7-TICAM2 ZNF675 LIMS1 LIMS2 PARVA ILKAP CAPN2 MRPL12 PACSIN1 PACSIN3 IL2RG DNMBP SHANK2 AQP3 POLR1A EWSR1 RPL11 HAND1 HEYL HAND2 PPP2R5D GRK4 CCS CNTNAP3 HSP90AA1 DNAJA1 TCF3 DNAJC5 ZNF473 MAPT MAP3K6 DAB2IP DUSP19 MBD4 HIPK3 SNCA NTS STEAP3 POP1 RPP30 RPP38 RPP40 RPP25 ACBD3 ARL1 PTPRH AFF4 HEXIM1 NELL2 GNB5 PPEF1 PARK7 CNN1 SCAMP1 SCAMP2 STX6 HSPA2 TRPV1 MYO9B KCNQ2 PPEF2 GPR37 SYT11 EPAS1 BHLHE40 SNUPN ADAR NMD3 PHAX CCR9 RAB33B TMED2 TSNAX GOLGA7 DTX3L ABI3 PAK1IP1 GRM5 PYGO1 PYGO2 RBM8A ALYREF PCBP1 PIK3R4 PPM1L CAMK1 PNN HIC1 KLF12 FOXP1 SOX6 ZFPM1 KLF3 ADGRB1 NET1 SYNPO FHL5 ZNF638 REV1 CDC5L PAIP1 EIF4G3 TNPO2 HNRNPUL1 KCNN2 KCNQ5 ARL2 CALD1 BAIAP3 SIN3B ESRRG ESRRA RORB MCM3AP CDC7 HAUS1 JMY SENP3 KATNA1 PSMD5 CLSTN1 NECAB3 MAD2L2 SNX9 SH3D19 NPHS2 SEPT8 BNIP2 KPNA6 ELAVL1 PRKAB2 PRKAG3 PRKAG1 PRKAG2 MARCKS AGPS PIP5KL1 KCNN4 MEF2A ZBTB18 RAD51B XRCC3 IQCB1 SNAPC5 UIMC1 AURKB UHRF1 TRPS1 PATZ1 AP4B1 ANAPC7 POLR3A SMPDL3A RRAGD CHMP3 PLRG1 KAZN GHRL FZD4 NLGN1 SEMA4C NLGN2 DLGAP2 SIPA1L1 DLGAP4 GRASP KLRD1 SAFB2 NCAPG MAPK6 UBOX5 AEBP2 SMURF1 RNF111 PDLIM4 LPAR2 RERE NUP210 TPM4 LHX2 DCTN2 SH2D3A PCGF6 CIRBP KHDRBS2 BTG1 TSN TSNAXIP1 MNT MXD4 MED25 EP400 IKZF2 IKZF4 LY96 PPP1R12B PPP1R12C PIGT WASF2 CIR1 AP1M1 AP3M1 ABCG4 CLSPN CHFR FBXW4 FBXW11 CACNB3 PPFIBP1 ERC2 IL17RA ANLN RAD9B HUS1B SRRM2 RNPS1 PRPF4B PPIG UBA3 UBE2M CUL3 NAE1 GOSR2 SEC22B SCFD1 BET1 MPP5 ITGB1 VPS18 VPS11 PBRM1 MAP3K13 LPA CD3D HHEX ADGRL2 ADGRL1 TNKS1BP1 PPP1R9A EGLN2 INCENP CDCA8 TNFSF15 CDKN2C CHRAC1 MPP6 TRIM33 PHLDA1 LCT WNT3A SFRP1 ZNF408 RNF216 TRIM38 NOD2 EDEM1 CARD6 CARD16 NES CDK5RAP2 EBI3 CDK5RAP1 CDK5RAP3 TWSG1 UBE2R2 SFRP2 SH2D1B TNFRSF21 DPM3 MESDC2 NISCH RNMT NLRC4 CARD11 CARD14 CARD9 MALT1 NFKBIA C9orf89 FASTK SNRPA1 AP1G2 SYNRG AFTPH VAMP4 GABBR2 JAKMIP1 LSM5 HINFP GPN1 GATAD2A MBD3L1 GATAD2B FBLN5 TNFRSF10C TNFRSF10D RABGEF1 SPATC1 STX16 VPS45 TMEM189 ARIH1 RNF19A RNF144A LNX2 LNX1 RPS6KC1 SPHKAP IRF7 IRF5 PPP1R10 DYNLT1 NXF2 SLC22A12 PDZK1IP1 SLC22A4 FIS1 MLPH SYTL2 MYRIP SYTL3 RAB27B TROAP HSPB8 TIPIN TYROBP EFTUD2 IKBKE NUP107 EIF2B4 GNAI1 EIF3D EIF3K GNAI2 GNAI3 RINT1 ZWINT TNFRSF13C ITPR1 KXD1 KLHDC9 INCA1 RGS9 MAL2 HCST SORBS3 EDARADD NCR2 KIR2DS2 TREM1 CTCF MYO5B CCDC22 WASF3 ARPC3 ACTR3 PDZD2 COPZ1 STAG2 MUS81 LYST PPP1R1B POLR2F SP100 MKI67 MIS12 DSN1 NSL1 ASCC2 KIF2C HNRNPM VCAN SPINT1 UNC13B LOXL1 POLR1C NR5A2 TRIM3 PAIP2 ANAPC5 PAN2 MATN3 CTNNAL1 SPA17 ROPN1 ROPN1B ZFYVE16 CSNK2B ATF2 RAB3C GTF3C4 BRK1 PFDN2 PFDN6 TOP1 GTF3C5 RRN3 CNOT1 TOB2 BTG3 CNOT6 RAB22A EEF1D FGF1 GADD45GIP1 LUC7L EEF1G FGF2 MED31 LUC7L2 RUVBL1 STK4 KIF23 SLC26A8 ACTR1A KCNJ1 TBC1D10A CAMKK2 SHARPIN FRAT2 SGK3 NIN STK3 NBL1 HSPA14 WWTR1 PAPOLA OSTM1 PARP4 ST14 ATG3 ATG7 KIF17 DCTN4 HOPX KREMEN1 ATF5 TFPT BACE1 FLOT1 ZNF335 FOXP4 IL22RA2 IL22RA1 CEP152 RPL14 RASAL2 GSK3A RASSF8 THRAP3 PRPF38B RMDN3 EML3 TMEM102 DYRK1A SH3BP4 CLASP1 RAI14 OSBPL3 SAMD4A ZBTB21 SRRM1 ANKS1A SAMD4B LARP1 MICALL1 SF3B3 CRTC2 RALGPS2 LUC7L3 DOCK7 LSR TBC1D1 SRGAP2 PKN3 IL21 MT2A PPM1F KIF4A RAB11FIP4 RAB11FIP5 ANAPC2 EIF4E2 NUP58 BOP1 CDC42EP4 CDC42EP2 CDC42EP3 EXOC7 STIM1 STIM2 TUBGCP2 POLR2C SMC1B TLN2 TRIM55 TRIM54 GMEB1 AGO2 IKZF5 UBE3C AGO1 PIWIL1 PIWIL2 PIWIL4 DYNLL2 PTPN18 ABI3BP MAPK15 SLC34A1 ADORA2B TRIM9 F11R PMPCB CSPG5 GRID1 CLK4 PACS1 VPS29 LRRC1 SLC9A4 DCP2 WTAP CIAO1 EN1 VSX2 RAB6B MLST8 GUCY2C SEC23A CENPK EPS15L1 POLE4 SPC25 NDUFAF3 LSM10 HGD BMP6 PLEKHO1 CSRP3 PASK SKIV2L2 EXOSC10 GORAB CHMP4A CHMP4B CHMP4C CAD B3GNT2 SMC4 SMC2 USP10 CSNK2A2 PPFIA4 PCLO CDKN1A STK26 RRAGC ARL6 SYT8 SYT7 TOP2B PPID IRX4 NPLOC4 TRIM7 TRIB3 SSSCA1 TOR1B SF3A3 BTF3 DPH3 TRIM8 GTF2IRD1 EYA2 INHBB SGSM3 SCHIP1 CUL4A MED20 MED19 THOC7 TRIM5 TRIM6 PCGF2 MUC7 EMCN PODXL2 PCSK9 ZNHIT1 NOMO1 RPL41 P4HA2 ERO1A ERO1B PVRL4 HSPBP1 RTN4IP1 RTN3 FBXO38 DAZ1 EXOSC1 ANAPC11 COG3 COG4 HPS6 TSC22D4 TRIM11 DET1 DIO2 GORASP2 ACD TDH MAATS1 DAZL PPIH ATG5 ATG10 SMYD3 KIF15 NIFK PPP2R5E STRN CCNK CCNL2 PCIF1 IGSF8 PRPF19 DNTTIP1 HSPA4 ANKRD11 KCNV2 KCNG3 KCNG4 SETBP1 EYA3 POLR2G PPM1J STRA13 SLC5A7 THAP1 KIF5A SERBP1 MAPKAPK5 SNTG2 ABL2 RUVBL2 PLEKHA1 CLCF1 GNG7 GNG4 GNG13 GNG3 GNG2 MLLT4 USHBP1 IL27 VCL SF3B6 EHD3 STK35 PIKFYVE CEBPA POP5 RPP14 IFNAR1 EZR RPP21 MTMR6 MTMR7 DXO EME1 IFT20 ZNF496 LEF1 MOB2 NANOS1 CBX2 GABPB1 PTPRZ1 POLR1D ARID4B KLF16 ALG2 RNF34 VPS16 VPS33A MTX1 C14orf166 USP9X TBL1X TSPO CAP2 CNDP1 DAPK2 DROSHA IGHG1 GNG12 POLA2 MPHOSPH10 SSPO TSEN15 STRADA MYLIP TCP10L UCHL5 RRAGA NOL8 HAUS7 RAB3GAP1 PHC2 DYNC2LI1 DBF4B KCNMA1 NPNT GNB2 PTPRU SF3B2 SF3B4 IMP3 CDH8 PINK1 TLK1 GRHL3 TUBGCP4 SAP130 EIF2AK1 TXNL4B AGR3 DLG5 FMNL3 GCC2 GEM ATXN7L1 AMIGO1 AMIGO2 AMIGO3 TCF7L1 NIP7 HCK CTNNA3 ATP6V1D CBY1 CHMP1B CTNNBIP1 VPS4B APC2 HNF1A CDH7 PKD2L1 TNNI3K TAF12 CRCP GAD1 CDH9 PTS AJAP1 FNDC5 KLRK1 SYT13 KLHL20 ZMYND19 NEURL2 SOX17 GABARAPL2 POLR3F POLR3C KLC2 CENPH CCDC91 CSTA CAMK2B CSTB DDX56 NUP37 CST3 EXOSC3 GRHL1 CDK19 PTBP2 CD244 TPRKB MAP1LC3B SIK2 SDC1 MLLT1 CHTF8 HNRNPLL ERGIC3 MED18 MED4 NUP205 IL6R SH3GLB2 PAN3 GABRR1 PLEK DZIP1 L3MBTL1 POLDIP3 HSPB9 POLR2D CST5 SERPINB3 ATG16L1 BET1L TOMM40 DCXR CMYA5 UHRF2 SDCBP2 SOX5 RSU1 CEBPD MSX2 DBP CEBPG CDK3 CCND3 CCNE1 PIM1 PSMA3 TK1 CIZ1 CKS1B NCAM1 FGFR1 BMX HSPD1 MCM2 MCM7 PTPN9 MAD2L1 PTPRM RXRG POLR2H CDC25A CAPN3 PRCP GSPT2 SSBP3 MARCH2 SUGT1 GTF2H5 IGF1R RFC4 ARPC2 ARPC4 OGDH ITGB6 ITGB5 CHD4 PIDD1 NFIX PLEKHG2 BSN CREM GNAZ ABLIM1 C3 EPS8L1 C8B ECT2 DARS MCM8 DSG2 PPP2R5B SEPT7 CSH1 SH2D1A RPSA CHMP2A DGKH KCND3 RAD1 TCOF1 TICAM1 KCNIP2 RPS6KA5 CAT CSF2RB GALE M6PR VAV1 CXCL12 PYGL TNFSF10 SNRPA SOD2 SRP54 POLR2B ODC1 NCF2 NKIRAS1 S100A8 NME4 GDI1 ACPP CDC42 ACTB ACTR2 FGD1 MAP3K10 ACY1 CSPG4 AGGF1 ALOX12 ANAPC10 ARF1 ARF3 ARHGEF6 ARNT2 ARPC1B ARRB1 ARRB2 ZFHX3 BCAS2 BCL11B BCL3 C1S CALM1 CCNC CD209 CD4 CD80 CDCP1 MED27 CRX YBX3 DDB2 DDIT3 DOCK9 DDX3X DRD5 DSG1 DSG3 DSP EGR1 EIF4ENIF1 ETS1 FHL1 FLNC CDC42EP5 GNB1 HIST2H2AC ING2 RBL1 CDKN3 PEX6 RPS27A SAV1 SF3A1 CCNB3 TRIP13 RNF123 GPSM1 JARID2 BAX BBC3 LATS2 PRDX3 MX1 METTL1 TNF PF4 S100A10 BMP2 G6PD APCS IMPA1 GSTM2 PPBP POP7 PRKCH CLEC4M FMR1 FZD8 TES GRIA1 NGFR PDHB MTMR2 SPDYA SORD CHMP6 CHMP1A CUL5 CRYBB1 UAP1 CTSC LHCGR NDUFA13 ITGA2 SERPINA1 PHB VCAM1 CNTF TPI1 CKS2 USF1 IL5 NPM1 HINT1 MST1 CCL7 PLP2 GTF3C2 POLR2K APOH TERF1 SNRPE TPD52 SREBF1 SETD2 ICAM2 LGALS7 CD9 BMI1 MIF S100A3 SLC4A1 BCAS1 CBS HEXB HGF NFAT5 NMNAT1 GC S100A9 PPP2R3A GGH MAD1L1 PPIA PSPH TFAP2C SRP19 VIP ILF3 RAB27A KAT5 DCLRE1C LTF HBG2 FBLN2 MYBPC1 RPGR DHFR HSPE1 MVK HOXA5 HTR1A CCKAR GSTM3 GSTM4 CCKBR LMNA LTBP1 BMP1 LNPEP GH1 RUNX1 EMILIN1 NID1 C4BPB HSD17B10 HBE1 ACAT2 ADH5 ERCC5 MTM1 MAGEA1 CDC27 ERCC6 VSNL1 AMY1A ATRX IGF2 UROD ACTA1 POU3F4 TTR KCNJ2 ADCY6 AMBP FBN1 DGKD SSTR1 S100A2 NDP LIG4 ATP5C1 ACLY PHACTR1 PLOD2 CCL8 DNASE1 CCL21 ACTN2 PSEN1 AQP1 MMP9 RAB3A CRYAA CRYAB CRYBA1 CRYBB2 CRYGC IL10 NQO1 RAB1A STOM RUNX1T1 EXT1 EXT2 RAB5A GSTP1 FTH1 FGA FBLN1 HSF1 HMOX1 LDHB CGB MDH2 FSHB POU2F2 SKIL PKD2 DPEP1 PSMC3 TBXA2R TG TPM3 ITGA4 F7 FBP1 NCF1 LTC4S MUT SAT1 TFE3 LCN2 ID2 SSBP1 RECQL CLCN3 PVRL2 FGF9 GFER VEGFC PITX2 TBX3 MSTN GOLGA3 LIFR PLOD3 IL17A RPS19 SLC25A11 HSBP1 CADPS STK16 HPSE STK17B GDF15 UBE2C GNMT TKT FGFBP1 G3BP1 LYPLA1 PVRL1 CLTA UBA52 GSN ARSA DCTD SSNA1 VPS39 ZHX3 DZIP3 E2F7 TXNDC2 ACY3 PYCRL DTX2 PCCB PROX1 ABCC2 PRCC AP3B2 SLC6A2 DNM2 GSS CD6 RAD51C TLX1 MMRN1 ARID4A BCL9 TOM1 PYY HMMR EPN2 NOS2 NOTCH4 ERG MYF6 SNCAIP MCC FKBP5 NFKBIE SLC25A5 DNAJC6 CDKN2D UGP2 PAICS PSMC6 KCTD5 ADRM1 PSMD13 MAGOHB TRAF7 ADAMTS13 PRKAB1 DUSP7 APBA3 CYLD ACTG1 APEH MFAP2 APLP1 AGT ANXA3 SLC9A1 ATP6V1E1 BSG KEL CALML3 CEACAM5 CETP CNTFR COL8A1 CKB CCND2 DLST PCBD1 GADD45A COL4A2 ERCC1 COL4A1 RPS14 FOSL1 GFAP GLUL GAPDH ANXA5 GPD1 GYS1 HMOX2 COL1A1 RFX2 HOXA1 HOXA9 HOXB6 HOXB9 FN1 MEA1 IGHM IFIT2 ITPKB IL11 IFIT1 LAMC2 KRT19 LAMB3 KRT15 KRT6A KRT17 NME1 POLR2L NQO2 PTN CD177 PNP SPP1 NBR1 TAP1 PPARA PFKL SRGN PPA1 UBE2B RAB2A RAP2B RXRB LMO2 RPIA RPS25 RPLP1 SNRPN TCL1A TNNI1 TDO2 VIL1 ZNF24 ZBTB25 GCSH MAG RBM10 ASMTL MAGEA4 ZBED1 TGFB1 RAI2 ENOX2 PIM2 DYNLT3 TEX11 SSX4B RAB33A MAGEA11 PRELP CTPS2 EMD LDOC1 RHOXF2 MMP2 FATE1 PQBP1 PRPS1 CD99 SLC35A2 SLC25A6 SYT4 LAMA4 IGFBP3 SEC13 MTF1 HPCAL1 PCM1 RGR DDR1 NT5C2 AQP5 VPS72 TNNT3 ECH1 RORA ZNF165 CRYBA2 SEPHS1 SMCP FHIT SIX1 RFX3 USP5 SEPT2 ALX1 NDUFA5 TEAD4 SMARCC2 FZD9 SH3GL1 SERPINB9 NME3 ITPK1 EML1 CSNK1G2 SALL2 ZSCAN9 STK25 TADA2A PPIE SIRPA COL8A2 TMSB4X GOLGA2 DCN SPG7 PHF1 FOXS1 TAF6L DMD MLX DRG2 CLK3 CPSF4 TEAD3 NASP STX5 FZD7 AKR7A2 ZNF205 SNRPG NME5 NOL4 TOP3B RPL23 RPS15A RPS28 RPS26 EIF3H BCAN ZNF136 SELENBP1 ZNF263 GAGE4 APPL1 PSMD11 HAAO THBS2 IFIT3 COL4A3BP TIMP2 USP2 COX17 DUSP12 FKBP6 NEK6 PFDN1 CNOT2 PACSIN2 CPSF6 SERF2 TIMP4 TARDBP CYTH3 PSME3 PITPNC1 CTDSP1 APPBP2 TRIM17 BSCL2 AGR2 ZMYND10 SEC24C SEC24D NUP54 SMUG1 TRIM13 ASB9 BEX2 RBM41 CCDC120 MAGEH1 MAGEB18 NKAP DNPH1 SEPT6 CALCOCO2 EHMT2 QPRT CCNB1IP1 AKR7A3 TINAGL1 CDC23 MDFI CDC42EP1 IP6K2 NAV2 PRPF3 PLSCR3 PLSCR4 CNNM3 AKTIP PMS1 GCC1 PMS2 ENOX1 WDYHV1 RADIL MAP7D1 NECAP2 CEP72 DDX19A C5orf22 FBXL18 BEND5 KCTD17 FASTKD5 CEP63 ZC3H10 EXD3 SOHLH2 ZNF446 PIH1D1 NUDT18 FAM160A2 FAM96A ZC3H12A CCDC116 EEF1DP3 UBLCP1 C11orf49 RCOR3 MAZ ZBTB43 SLC25A10 NTN1 ACAP1 ATG12 FAM124B ALS2CR11 TEX37 CCDC67 CCDC42 FAM131C C1orf216 ZBTB5 OTX1 PRMT2 ATXN2 PDE9A MTHFS HACL1 TRIM39 KLHL2 MTMR9 CATSPER1 NCALD SFMBT1 CTH HOOK2 FAM107A BCL2L13 YIPF3 VTA1 C1QB C1QC CFAP53 CCDC33 IFFO1 LYAR ZNF764 CRACR2A C1orf35 PDCD10 RAB3IL1 RPL36 STRBP TBC1D5 CHIC2 PLK4 PDLIM7 CARF S100A14 WDR5 MAP3K7CL C21orf91 FBF1 FBXW5 UTP6 PRMT8 GSE1 NINL RALYL ZNF670 C1orf94 FAM76B CCDC112 NME7 PHF10 POM121 RBM7 RFX6 RIBC2 RNF126 RNF138 SDSL GINS4 STAC3 TDRD7 TRAPPC3 ZNF655 ZNF439 ZNF440 ZNF567 LMO3 RBPMS GMDS EIF4H SLU7 SCNM1 KRT20 BTBD2 GTPBP3 BAHD1 C10orf10 BEND7 FRMD6 MAPK1IP1L SKA1 CEP76 C19orf25 AKIRIN2 IFNA1 CCDC53 CHCHD3 CUTC FCER2 PRR13 DPCD DPPA2 IFITM1 DUSP13 NECAB2 SETD5 MEAF6 KBTBD7 KCTD4 GPRIN2 KIF1BP KLHL12 CD46 KRTAP3-2 KRTAP4-12 CFH DYDC1 C1orf111 UBE2D4 ZNF821 LZTS2 CFB TCHP C7orf50 ZFC3H1 NOC4L MRI1 C20orf195 ITGAX PLEKHF2 ZCCHC17 RHEBL1 RWDD1 SEPT1 THAP7 TTC14 UBA5 ZNF250 ZNF337 ZNF426 ZSCAN32 PBX3 CCDC85B HMG20A CFHR4 MAPRE2 AMOTL2 CFHR5 CEP70 HSD17B14 NADK SAP30BP KLHL42 SYT17 DPY30 BORCS5 MINA FLAD1 PRC1 PRTFDC1 PUF60 DCTPP1 PHYKPL FLT1 VPS25 SCG5 TNFSF11 TH PROS1 IL7R AGTR1 TGFA C6 YES1 SH2D2A ICAM1 WRAP73 ADD1 CD22 CD3EAP TFAP2A CD40 DGKA GJA3 FBL HES1 INSR IL4R ELN IL1R1 PSMC2 PSMD7 MPL DLX2 POU2F1 MSX1 WNT1 PAX2 ALPL PIK3CA FCGR2A SNRNP70 RAB4A CKM RPL30 RPS11 RPS13 RPL4 TERT TNFRSF1B USP11 PCYT1B TLR7 MIP PSMB5 TNFRSF4 FLII MARK2 IL1RL1 BCL7A PEG3 CREB1 DPF2 FZD5 MAP3K3 CCT4 LRP5 LRP6 GLI2 MTIF2 LRPPRC POLR1B CD3G CDC42BPB ACVR2A ERCC8 GNB3 POP4 LAMTOR2 ARHGAP10 RFC1 COASY ANXA1 SART1 MTSS1 SRRT MAPK11 VPS36 COG5 PSMA5 MAPK13 PSMA2 SLC6A3 CREB3L1 XBP1 GZMA GCH1 EIF4A2 KIF11 ID4 CIITA MYH9 PPIL1 GPI HSF4 PARVG EIF4A3 INSM1 POLD4 ENTPD1 GABARAPL1 NF1 MMAA MYO18B CDKN2B CDC37L1 COTL1 IRF1 IRF2 KLF2 ETV4 ZEB1 CDK5 PIGC CORO1B MS4A3 CRABP2 CCNF BDP1 ADRA1D SUMO4 CACNG2 SOX4 RHOA SOX10 NACC1 COX1 GRM1 CSRP1 FAM162A IL10RA IL22 ADCY8 CYBA CXADR CD86 FAS PRDX1 ZNF74 SDC2 ICAM3 DES PARP3 MAX RNF7 RDX TNFRSF25 AP3S1 THEG DNM1L CTSB NR3C2 OXSR1 CLIC5 SLC12A6 TFAP2B PALLD SLC9A3 RPGRIP1 RASD1 SLC22A11 ATP7A MAP1B YIF1A MEIS1 DUSP9 EIF2S1 QDPR CFI CYC1 UQCRC1 CYB5A PPP1R2 ATP5B A2M NDOR1 COX4I2 UQCRFS1 CYP2C19 CPE CYP1A2 CYP2C9 CGA CLTB COL9A2 CYP2E1 CRIP1 COX6C DNMT1 HBA1 HK1 SIRT1 IL6 IDH1 LAMC1 SDC3 CD58 MLLT3 MYL2 NAP1L1 RAB8A MAP3K1 PSMB10 RPL35A RPN1 SPTBN1 ZNF33B ZNF20 HLF PEX5 OAT AIFM1 GPRASP1 UBA1 KLC1 GRIK5 AHSG SFTPD FABP4 PPOX LLGL1 DFNA5 MPP3 SEMA3F SNU13 BLOC1S1 NDUFB9 RPL29 NOVA1 HNRNPH3 XPNPEP1 GOLGB1 KRT1 MSI1 RPS10 RPL21 STC2 RPL9 RPS27 AKR1C3 CD101 DENR CDH10 MGAT4B ACIN1 C14orf1 TSPYL1 EDN1 LYPLA2 TSC22D1 HERPUD1 CHGB PHF23 ERH SIM1 IMPA2 AHRR SETMAR RALY SCMH1 NRD1 NDUFB8 ROBO2 GNG11 TMEM11 CDHR2 CALCOCO1 FAM178B NUDT3 ZBTB22 RPL15 RPL8 PHPT1 SRPRB ERCC2 CELF3 ERCC3 PALB2 CAND2 GTF2H2 IGSF5 KSR1 TAF4B SHC2 UBXN2B ZWILCH PAGR1 SRFBP1 SCYL2 PPP4R3B MARCH5 TAF1D FANCI C15orf41 MVB12A NFE4 KIAA1715 CPSF3L RGS9BP NEURL4 NAA10 SH3BP5L SIKE1 CRIPAK VPS53 FAAP100 VPS26B FAAP24 VPS37B PHACTR4 FIZ1 SEC16A TRMT61A HEXIM2 HSPB6 ERCC4 TOR1AIP2 FAM175A CHD9 RAX2 MAST3 TAF3 EHD1 SERPINB2 KCNK9 RAPGEF2 NGB HYPM BTBD1 HMBS AFF1 TEAD1 DDC RGS20 CHN1 CNOT4 SCRIB ZNF346 PAAF1 ABHD5 WIZ MID1IP1 CALY CLDN11 EIF5A DNAJC14 ARID2 RNF5 PFN1 CDC42BPA FAT1 KCNJ6 EPB41L1 F2RL1 PRKD3 LZTS1 GDF11 CLIC6 PLA2G16 GABRG2 SORCS3 MECP2 ALK RBPJ GRIA3 GRIA4 CHORDC1 GNE MAVS GPR50 CD63 PAIP2B NMT1 UTRN NMT2 SYVN1 LAMA1 LAMA2 GLIS2 CD74 NCKAP5 RAPSN MAFB CMTM8 CDC73 DICER1 PGM5 RSF1 FSHR ESPN TMED10 RAP1B ZYG11B ZER1 PRMT6 CALB1 CHN2 FBXO25 USP6 NEK11 TSSK6 NAB1 PSMB1 PSMB2 PSMB6 VSIG4 GABBR1 CUEDC2 EIF3A RPS6KB2 RGS12 TSGA10 FNTB SPHK2 SGOL1 SGOL2 EDC3 MBD1 DHX30 NR2E3 EYA4 KMT2D FBXO33 NOTCH2NL PRTN3 LOX LGALS3 PYDC2 TPP1 FCN1 NID2 ETFA MYO1C SYNE2 NUMA1 HNRNPA1 CDC26 PITPNA SUPT20H TSSK4 USP28 ALB SMYD2 AMBRA1 KDM2A MTNR1A MTNR1B POLI APLF PSMD4 PABPC4 ZPR1 RNF144B HUWE1 GRIP1 RAG1 OS9 GAN HTR6 CREB3L3 CXorf40A GFI1B RPTOR GARS CDX2 MEN1 VARS DCLRE1A MRE11A EEF2K SPG20 UCHL1 CDX1 UVRAG CD96 FGF21 KANK1 RARG GLG1 FGFR4 FGFR2 FIBP GNA11 LMO1 EGF COX2 BTC CAMLG ARF4 CPNE1 ATXN2L FOXO1 AKT2 FOXO4 CCT2 ABLIM3 NCOA7 LINC00312 SSH1 ZNF398 HDAC8 SSH2 GFI1 EMX2 EIF4EBP1 EIF4EBP2 EIF4EBP3 POU5F1 POU4F1 GTF2E1 GTF2H3 NTHL1 ARL6IP5 GALNT5 LBP F13B TNFRSF6B FAM127A FUBP3 PIN4 FGG HRG HSPG2 GPC3 GPC4 FGF8 FGF19 ITGA5 ITGB7 NOV TNC SCGB1A1 MIA TGFBI SLC3A2 LGALS3BP TSPAN4 TGOLN2 ITGA9 ITGA10 ITGA8 MFAP5 QKI ACAN INHBE GRIN2A MCAM PTPN5 EPHA8 THY1 LALBA FUS PRKCG GIP DRD1 GLP1R PTMS P2RY1 MED14 DRD2 ECD KRT8 CIC DNAJC10 TMEM132A ATPAF2 ATPAF1 PTPN4 CHRM3 KDELR1 GRIN3B CHRNE PGK1 PDIA2 CFP GYG2 GP9 DLK1 CSF2 IL3 IL5RA AP4E1 RGS10 RGS19 ARFIP1 GSPT1 GNAO1 GPR143 GPSM3 CACNA1B GNAS VIPR1 SNX13 CXCR1 F2R ARF5 KCNJ3 GNG10 HBB MSR1 SLC5A1 PPIF BAG2 DNAJA2 ST13 TOMM70A BATF3 NOS3 CHAF1B SIX6 SIX2 AHSA1 AHSA2 HSF2 REPS1 AHSP HBZ FCGR1A ELMO1 CHST15 RAC3 HNF1B ANOS1 LAMA3 FGF7 PDGFA ALDOA IGFBP4 LEP NAIP HDLBP PTMA TRA LILRB1 KIR3DL2 EEF1B2 KIR2DL3 KIR2DL2 HLA-DPA1 HLA-G KIR2DL4 PAEP BTG2 HMGB1 CD53 SERPINH1 PTGFRN PFN2 CHMP2B F8A2 GPRASP2 ZDHHC17 PRPF40B FICD HYPK PFKFB2 MAGOH KRT9 ITGAL IGFALS FCAR LYL1 MYOG MYF5 ELK3 VLDLR TCF21 BHLHA15 SORL1 NOTCH2 NOTCH3 SORT1 MRVI1 AHCYL1 TRPC5 IGF2R CHRDL2 TBX4 ADRA2C SOD1 IRF8 IRF2BP1 IRF2BP2 INSRR ENPP1 SH2B2 CASP1 IL1R2 IL11RA IL2RA IL3RA IL1A IL9R IL21R PKP4 HTR2A DNAJB6 CTNND2 LDHA ABCC9 DERL2 DOCK3 LYZ CD14 MTCH1 LMNB1 ZNF239 NARF TOR1AIP1 MUC16 PAX5 ELF4 ELF2 RRAS ATP1A3 ITM2B TP53AIP1 BFAR OSM LMBR1L STAR PRSS3 KCNE1 ALG10B TNFRSF8 TNFSF8 MITF ALX4 CTSD LTA LTB LGALS2 UMOD PPP1R8 IREB2 YLPM1 PC SPRED1 PPP1R15B KIF18A PPP1R3B PLCL2 CASC5 PPP1R13B MASP1 MYCN MYCL MXI1 MXD1 MXD3 POMC AGRP MC1R TNFAIP6 TNR RRAD PRUNE NME2 MARK1 SLC7A5 SLC7A7 SLC7A8 FAM57A SNCB APBB2 APBB3 PLP1 RAP1A RAP1GAP MOS HEY1 COL25A1 CSRNP2 TUSC3 TM2D1 LDB2 TMOD1 C4BPA PRKACB CRP GAP43 CALU TAC1 TAC3 FCGR3B NPY1R NPY2R APLP2 NOSTRIN NOSIP ZDHHC23 CHRND TOR1A HMGN2 HMGN1 TOX4 FAM46A G3BP2 RNH1 HMGA2 ELF3 MTPN NFKBIZ AGTR2 UNC5CL UBQLN2 UBR4 CXXC5 PSG5 ASXL2 SON ZNF451 ZCCHC8 FMNL2 PDCD7 BDKRB2 RLF MMP11 LTBP3 RNF25 ETHE1 MYBL1 CD79A NPAT QRICH1 FOXD3 SOX2 TCL1B THEM4 CDK10 NRAS TIMM50 NRTN ZNF557 DOK4 DOK5 EPHA3 AVIL FLI1 GLI3 HBEGF MTBP PLXNB1 SLBP ZKSCAN7 TXNRD2 ZBTB48 CENPO CEP170P1 ZNF276 ZBTB8A RPS8 EPHA5 RAPH1 C6orf15 ST8SIA2 SNRNP40 TCEAL1 PSMD6 GSTK1 EIF1B MLF2 TUSC2 MAGEB2 ACP6 LGALS9 ASB3 PTP4A3 RIOK3 CHST12 SNRPB EEF1A2 PON2 STK24 DNASE2 MPDU1 NFKBIL1 ACTR3B C20orf24 RASGRF2 BCKDK TNFAIP8 FDFT1 LRRK1 RRBP1 PHLDA3 CNBP WISP1 EIF4A1 ICA1 VRK3 RPRM DNPEP MED7 TWF2 ELOVL1 ADI1 PGRMC1 SERINC3 RAB10 DSTYK SUSD2 ROCK2 BZW1 MPG AP1S1 TTBK1 PELO PLEKHJ1 ZNF277 PKIG PLEKHB2 TAGLN STK38L GAS8 DEGS1 KHK FADS1 RAB17 OSGEP AK1 UBAC1 ATIC SNAI1 EFHD1 NUAK1 DGKE HTR1E KPTN RNF167 ERCC6L PMVK BCAR3 STYXL1 BRE SNRK DOCK4 MEST KLHDC2 RAB25 DGKB ENSA UBE2G2 TBRG4 BIN3 LXN NUDT1 TTC4 MAGEA6 PANK2 HCFC2 LAMTOR5 MSH2 BRCC3 CDS1 ANAPC1 ANAPC4 DCC RASGRF1 CDH2 ASCL2 SPTA1 KMT2C NELFE NELFA ELAVL4 MED10 SEH1L NUP43 TSEN2 TSEN34 TSEN54 CLP1 PLEKHA8 STX18 SCN1B RGS6 SLC31A2 FOXP2 KLK13 NECAP1 RNF128 ABCC8 TIMELESS NDNL2 EPS8L2 EPS8L3 EXOC3 MIB2 P4HA3 MDFIC DPYSL2 ROBO4 FKBP3 IPCEF1 RHOG ARHGAP5 VAMP2 CALCR KCNC2 WDR7 ERAS DSCC1 REC8 KIN UBL5 SEPT4 PUM2 GUCY1B3 TRPV5 LHX1 PRKAR1B GRIP2 GRIK1 GRIK2 GABRB3 TAT EDNRA STX1B POLE3 KLF9 CITED1 HIRA UBE2E2 TNRC6B MED22 RAB3D RAB26 TNRC6A KIAA0087 TUBB2A TFDP1 TMOD4 CHRNA7 AP3S2 CPB2 PRLHR GJA1 LMX1A COL5A1 TRPC7 LGALS1 APOBEC1 CCR10 SGPP1 CSF1 DIAPH3 PIGP DPM2 MAP3K12 PVR TCP1 CD19 NRG1 MYO6 GRIK3 GRM3 NPR2 CLIP2 ATRIP EIF2B3 CCNG2 ASB8 ITPR3 ITIH2 KCNA1 HSPB2 CUX1 COL9A1 PKLR ELP3 PCSK1 MAPKAP1 RICTOR LRPAP1 FNIP1 FLCN NPPA KRIT1 KNTC1 PRB3 PI3 IVL LOR ARHGAP17 VAMP1 SLC26A3 PPP2R4 BEST1 GPAA1 PLA2G4C GJB1 NUP214 NFX1 KATNB1 CD27 CD47 STAG1 PDS5A CTTNBP2 CTTNBP2NL STRIP1 STRN3 PPP2R2C TIPRL SGCA VTI1A GEMIN6 RHOH CLIP1 EPB42 SHANK3 IP6K1 SENP1 ADAM10 CD44 NEK8 NA NEFL PPM1E ASCC1 GINS2 IFRD1 CCL11 SIRPB1 CLEC4C APOB SEC61A1 DARS2 SRPK2 SPTBN2 ATP2B2 RAB5C SCIN SELE GJD3 PLEKHA2 RAMP1 POLR3D MAML2 MYT1 TCEA2 SRR PSMD1 FABP9 LTK SRA1 PLOD1 GLI1 HOXD12 PRPF8 UBXN6 SCAMP3 RARRES3 CTDSP2 CTDSPL RPL26 RBBP6 APOBEC3F FAF2 DCUN1D1 HECTD3 SLC11A2 BABAM1 NKD2 C1GALT1 C1GALT1C1 RNF103 CNTRL AP4M1 PPIP5K1 DDX58 SNX3 BRAF TRIP12 CUL4B TTYH3 TTYH2 PRMT3 MTOR GNGT1 GNG5 TRIM68 CA11 ABTB2 FBXL6 USP15 AURKA CCAR1 BORA UBB HERC6 HERC3 PCGF5 HLTF UTP20 STRN4 TTI1 MCMBP NUMBL PIK3C3 XRCC5 FANCM USP49 USP45 ARHGEF9 ATXN7L3 USP22 ENY2 SUPT16H TRIOBP CSN1S1 CPSF1 GLE1 HOXB7 MME OTUD5 SPRY3 SPRED2 HLA-DRB1 PPP3CB PPM1D NHLRC1 TRIM41 TBC1D7 ARIH2 GCM1 RNF181 CXXC1 SMC5 STAG3 PADI4 ASB4 TTK PSMD14 SIPA1 LEO1 SUZ12 SETD1A ING3 OSR1 RRP1B DCLRE1B DOT1L SVIP H2AFY KDM5C FOXP3 REST L3MBTL2 TMBIM4 KDM6A UBASH3A OFD1 CTR9 CHD8 WHSC1 PGC PAF1 MECOM VRK2 KAT8 PRMT7 PCF11 PDZRN3 FIG4 GAPVD1 PAM16 TIMM17A DNAJC19 MZT1 USP20 USP50 USP19 USP36 OSBPL10 USP37 DMWD USP46 USP25 USPL1 USP1 USP53 UBL4A WDR48 USP42 JOSD1 USP3 USP44 WDR20 USP29 USP13 SPATA2 USP16 USP12 USP30 AMOT OTUD4 USP21 USP32 PHLPP1 OTUD1 OSBPL9 OTUB2 USP38 PARP11 KLHL13 USP18 USP39 USP43 PRPF4 USP14 PHLPP2 USP17L2 JOSD2 STAMBPL1 TCEAL4 OTUD6B YOD1 UCHL3 USP26 USP48 SLX4 SLX1A MEPCE RPAP2 RPAP3 RPAP1 POLR3H PDLIM2 SSBP2 PSMD9 CAPRIN1 SETD1B WDR82 S1PR4 ZC3HC1 TCF19 KAT6A SARNP PRKG1 LRIG1 CDKL5 ALDOB TRIM23 UBXN7 UBXN1 ZXDC UBXN8 UBXN4 UBXN10 ASPSCR1 BBS7 BBS1 ROGDI ZNF10 NABP2 EIF1AY HSD17B4 WDR92 SLC1A5 TUFM HADHA RPL10A TUBB2B RARS EPPK1 HIST1H1C GRWD1 CAST KCNIP1 PLEKHM1 MOB1A DDX23 DGCR8 ZNF365 KDM4A ANKRD28 TAF9 AATK INPP5K RMI1 ARID1A PRH1 HTN1 INO80B ACTR8 INO80E INO80D POLG POLE2 EVI5 NKD1 DCP1B ZW10 SPC24 CBWD1 SNAP91 TRIM2 MATR3 GNPTAB CCDC24 CCSER1 HERC2 MRC2 MYT1L NBEA NUP160 OLFM1 PDE4B EXOC1 ZNF17 ZNF211 ZNF230 ZNF490 ZNF91 MACF1 AGTPBP1 ANK2 MIS18A MPPED1 MEMO1 CCNI NUF2 CENPF COLEC12 CRNKL1 DIXDC1 CCDC136 DYNC1H1 DPYSL3 EEF2 FGFR1OP2 CCDC93 CCDC14 SYBU FRMD4A GOLGA4 HARS HOOK1 CEP170 GLTSCR1L KIAA0408 FRYL CCSER2 CEP295 FBXO41 KIF3C DDX26B FBXO11 WAPL PDS5B SIK3 NUAK2 NDUFS3 RPS20 NDUFA9 TRAPPC6A NDUFS2 TIMM10 CACNA1C ZNF121 DCD RPS9 LIN37 LIN54 CENPE INTS6 ROR1 LIN52 KRT7 RHOT1 RPS7 UXT TELO2 CCM2 COMMD6 RWDD3 LETMD1 CEP97 RPS3 SEPT14 WDR6 BIN2 IL4 RHOU RNF43 PDE2A CCDC50 DGKI NCBP1 PPP2R2D DKC1 THAP11 PPP2R2B UBE2W RNF26 CNOT6L CNOT10 RQCD1 CNOT3 TRMT10C CEP290 MUL1 AGO3 RFWD3 RNF13 RNF130 RNF165 RNF182 UBE2U ORAI1 RNF114 ZNRF1 COL7A1 HOXC13 ASXL1 CHMP5 CLEC4G UBE4A AGO4 PTPRB UBE2J1 RNF185 DTX3 MKRN3 SPSB4 UBTD1 CENPA MAF1 AKT1S1 RNF125 UBR3 TRIM31 MGRN1 MARCH7 TMEM189-UBE2V1 RNF38 LONRF1 HJURP GSKIP WIBG DEAF1 FBXO46 SPSB2 UBE2F RNF20 WFIKKN1 WDR12 SNX18 ITM2A MYO18A EPM2A RNF19B UCKL1 RNF6 NDUFA2 ATP5F1 SDHB TOP2A CDK1 MAP1LC3C E2F8 TBKBP1 PTPRT PIN1P1 ATMIN GAS7 TPPP DDN GAST IGKC ND1 MT1A COL11A2 HLA-B KMT2A PTPRG HLA-B HLA-C HLA-B SSR1 NAMPT PPP1R18 CRB1 ARHGEF5 TOP3A THOC5 CDK14 NCAPH NCAPD2 CEP55 NCAPH2 RP1L1 SKA3 MCPH1 SNX33 SOCS4 ASB12 AHCTF1 BSND PTCD3 ZNF512B SIRT6 ERP44 PRKD2 API5 PTPN23 ASB7 MBNL1 ASB6 CPSF2 ABCG2 POMP RTCA ASB1 PPP6R1 F13A1 ATP2B4 FCER1A CDAN1 VPS26A NIPBL GAD2 RAB21 YARS2 FCHO2 WARS LRRK2 TNFSF18 ANKFY1 SCO1 ATAD2 GIF CRYGD TPX2 H1F0 UNC5B SHPRH SEL1L CISD1 PAQR3 GIPR TRAPPC1 EIF1AX PEX2 TXNL1 HECTD1 ENO1 FTSJ3 IK KIAA0368 WNK1 MAP4K3 CNTROB RPS6 MPHOSPH8 FAM161A AKAP17A ATP1A1 MAP4 RORC HNF4G MPPED2 USP54 ELP5 KDM2B PCGF1 VPRBP PGAM5 ZMIZ2 KCTD11 DCAF15 DDA1 ACSM3 MTF2 DTL FCHSD1 AURKAIP1 INO80 SASH1 GBAS PLXNB2 MTA3 WIPI2 C17orf62 FYCO1 ATG101 CLN3 FEM1B WDFY3 KBTBD6 RASSF4 FABP3 PIK3C2A KMT2E SENP5 CDCA5 RAB24 GNL3L HAUS6 TECPR2 DIS3L PRDM5 TCEAL5 C19orf68 STBD1 ATP6V0A1 ATG2A HAUS2 MGA PAX8 ZFYVE27 RPS27L OCIAD1 TECPR1 BBS9 KLHDC10 FGFR1OP SPSB1 RTF1 SETX ATG13 GPKOW BLCAP HAUS4 WIPI1 ANAPC13 NLRC5 ARRDC3 ATG4C WDR45 LRR1 KLRC2 TNS3 ACTR5 YY1AP1 TUBA3E RASSF3 PLD3 RASSF6 ANGPTL4 CEP250 WAC SIRT2 PNRC1 RPL27A KIF24 ATP2C2 UPF3B KDM1A PSMD12 RAB40C ULK2 CUTA LLGL2 TMEM173 SLC40A1 ATG4B LARS CCL18 MGEA5 SMG8 TRIM16 ATP6V1B2 ICT1 THOC2 RIF1 CSRP2BP SSU72 COG7 ZNF253 PGAM1 LARP7 TEX10 ZGPAT TP53INP2 MFN1 RPS16 CPSF3 TNRC6C NDUFAF1 FSTL1 CEP135 MLANA ARAP3 FBXL12 COPRS BMP3 ATXN1L BMP8B FANCB KIR2DL1 ATP2A2 OPA1 IDE CPEB3 FST KANK2 SKA2 PRSS21 OR2AG1 TPH2 HLCS PSMG2 H2AFZ PARN ATG9A HIST2H3C HP SMPD1 INVS PTK7 PHKB NEB IST1 ATP6V1A ICE1 CBX6 ANP32B ADNP2 UQCRH COL18A1 ELL2 ZNF746 PKM HEMGN BATF2 UBE2V2 TPCN2 GK FAH ZNF207 CHD7 MORC4 FCRL4 SSFA2 BTBD10 ICE2 BTN3A1 TMED7 DNAJB4 MTPAP MAFIP GPM6B COL9A3 RUSC2 RASSF7 GPX4 TDRD3 MRPS31 BTBD6 SURF4 FAM110A FAM110C TPCN1 FAM188A AIG1 MDH1 DLX4 PFKFB3 CARTPT CBR1 MAT1A PDK3 CD59 NPY ATP5A1 DAO REEP6 TRA2A CRELD2 APEX1 PYCR1 SRM KLHL5 PCGF3 NEURL1 INTS1 CTCFL BAG6 CTNNBL1 GDAP1 OAZ3 U2SURP LCOR APITD1 BHLHE41 INTS3 CHD1L INTS5 KIAA0196 XRCC6 BCL7C PHF19 MSL3 UFC1 HIST1H2BB ZNF217 EMC1 PHF8 FBXO31 RNF122 EGLN3 HSD11B2 HIST2H2AA4 ESCO2 RBFOX1 NOC2L RNF168 VDAC2 FOXRED2 ROBO1 MED12 SSX2 STUB1 MYL6B HDGF CEP44 U2AF1 WFDC5 ADARB1 DACT1 RBCK1 NUTM1 EHMT1 EGLN1 ZNF274 CNEP1R1 MZT2B ARL11 ZNF668 KDM1B SIRT4 HIST1H2AE RNF139 CCDC6 SAP30L EZH1 EPC1 ANKRD12 ATAD5 FANCL DHX16 NCOA5 HELLS SETD8 SRSF7 RCC1 SNAI2 HIST1H2BA ENDOG AXIN1 YAE1D1 RITA1 NDFIP1 POLN COIL ZC2HC1C LMX1B FAM214B MEIS2 KANSL1 SRSF3 TRAPPC2L RNF113A SYF2 MIEF1 RBBP8 FNDC3B TONSL SYNE4 MTUS2 CPA4 ZCCHC12 SMARCA1 TRIM15 RFFL HLA-DRB1 METTL17 PROP1 NSUN2 RNF187 RRAGB SACM1L CARKD MCIDAS DDIT4 ZSWIM7 AJUBA ZNF417 UBE2T UNKL CERS2 CWC22 CHAMP1 SRSF1 POLK NA NA COX5B CEP57L1 MSL1 CT45A3 SNX15 CT45A5 RBM17 SMU1 C6orf165 ALKBH4 PTPMT1 NA NTN4 TNXB NATD1 ISCU KIAA1143 FAM90A1 TCAF1 SH3YL1 FBXO28 THAP10 TBC1D15 FAM50B AVPI1 SUV39H2 SHMT2 CXorf57 DRG1 PPP2R3C EIF1AD RWDD2B SCEL CCL28 ZNF385C CHD2 SEC23B EEF1E1 GCG SEC22A MGAT5B L3MBTL3 ACSF2 AEN SURF2 ATP6V1E2 OIP5 TUFT1 RECK YAF2 CYP2S1 ATP6V1C2 IMP4 ABCF3 SPATA8 CEP57 SGF29 CYBRD1 NRG4 RBMY1A1 ZSCAN12 CCDC121 TSSC4 MOCOS C1orf109 TMEM79 MRPL15 GMCL1P1 CLEC7A MTHFD2 COMMD8 JRK C9orf72 FAM189A2 TEKT4 FAM124A ATP5O DUSP2 C8orf33 UBXN2A TXNDC9 RPL28 THG1L POMZP3 KLHL18 SPERT SNX32 CTSZ GCOM1 OAS3 HLA-DRA DCAF7 SCP2 INTS10 TRAPPC6B NOP56 SS18L1 TRA2B NLRX1 ASIC3 RNF146 SREK1 SIRT7 CCL14 JMJD6 PAG1 SRSF2 HMGCR TRAPPC2 RBFOX2 COMT PLEC KAT7 CRB2 ARHGAP32 MMS22L DLC1 MVD DCAF4 BAG5 ISG15 CENPP FAN1 FBXO42 NCAPD3 TADA3 WWC1 GAGE2E COPG1 MTCP1 MAGEE1 DCAF16 CENPT TLR9 CDK16 ARHGAP35 SUV420H2 ROS1 GBF1 DCAF11 UBE2S HIST1H1B NFE2L1 DCAF8 CDK11A RRP8 LAMTOR3 DDX39A ARRDC1 COX14 SLC1A2 TMUB1 CDK11B TRAPPC8 CDC45 PTPRC PRRC2A MAP9 MAGEA3 MAGEA2B NDRG2 REG1B DHX58 RNF31 AXIN2 NGLY1 FAM21C KIAA1033 KRT5 MAGEC2 DDX39B CREBRF BRPF1 ERLIN1 KLHL21 IRF6 NADSYN1 CORO7 SIGLEC5 BORCS8 IL37 ANKRD52 TTI2 FAM208B WBP5 BST2 TSPAN17 KCTD13 ASIC1 GLS EIF2D FKBPL SRSF6 HACD2 SSR4 MAK ASIC2 GAGE2D VIPAS39 UFL1 VPS33B ABHD16A ANAPC16 CBFB CENPQ APIP MOB1B NPRL2 SMARCAD1 HACE1 UBN1 LAMTOR1 PRR5L SIRT3 PPP6R2 ATG14 SRSF11 CDK20 KRT81 HID1 CNST OBSL1 MARCH6 IFIH1 CENPU IFT27 ANKRD27 ATCAY ERLIN2 RBMX RLIM WLS RPS19BP1 BCAS3 UBA7 JKAMP EMC2 DEPTOR SUGP1 SUN2 GLYCTK TSSC1 SENP6 LOXL4 SWSAP1 VPS4A TNFAIP1 EDC4 RHOB PPP6R3 GBA ARAP1 DYRK2 FOPNL FAT4 EID3 NSMCE4A TRO NSMCE1 PBXIP1 FOXM1 TAZ ZNF366 SURF6 MAGEF1 HOXB2 MLKL DDX47 PRPF38A NOP58 DIDO1 SMC6 SSB FBXL15 RPS29 RBM5 RBMX2 DHX8 CWC15 MFAP1 CHERP WDR83 DDX46 RBM23 RBM25 SNRPB2 PPIL2 PRAME FRMD5 CCDC12 DDX41 CDC40 HNRNPA0 WIF1 FRA10AC1 HECW2 ARGLU1 BUD13 ISY1 DHX38 AQR SNRNP27 PHF5A ATP13A2 BRINP1 ZNF326 LZTFL1 PCMTD2 OSTC RRM2 BBIP1 HOOK3 PCDHB10 MYLK4 CDK18 TSPAN14 KIF21A MEX3B SPCS2 AIM2 BBS2 ATP5G2 PSKH2 CEP164 BBS5 SSTR3 IVNS1ABP FAM192A FOXC1 PDLIM3 ACKR3 FHOD3 NPHP3 TTC8 PDE3B BBS12 C1QA FAM189B TCTEX1D4 PPP1R7 ZMAT2 XAGE3 FBXO6 FPR1 AURKC FUNDC2 MKKS CYP2C8 IFI16 FBXO24 PIK3R6 KLHL38 AHI1 NPHP4 TPRN ATP6V0D2 NAF1 SCD FBXO45 PRKAR2B TRIM59 UBAP1 ASGR2 KCNH2 NABP1 SAMHD1 RHOBTB2 PSMG1 ERLEC1 SPAG1 SMARCD3 YEATS2 CLIP3 RAB40B ZBTB4 ZBTB7C ADRA2A TRIM36 PDC PGP AVP GFM1 ZNRF2 HAT1 KLHDC3 ARMC8 RGS7BP VPS41 DPF3 SERPINB5 ZNRF3 MAGED2 NLRP2 MTDH KLHL7 HDGFRP2 FBXL22 TRAPPC12 FEM1A PHC3 FYTTD1 ARFGEF3 FBXO27 RHOBTB3 NLRP3 SPAST RAPGEF3 ICK MEPE GNB4 MEX3C WSB1 DNAJB14 HERC1 TENM1 ZNF131 TRIM50 CRBN LBH BIRC8 MKLN1 LRWD1 TXNRD1 NSMCE2 DCST2 SENP8 PSMG3 RPS4X VPS51 PDCD5 GINS1 TEX14 TRAPPC11 MZF1 AUP1 RBM15 TRAPPC4 C9orf3 PSMD3 LRP4 GZMK SRPK3 DYRK4 WBSCR27 UNC119B PHKG2 ELP6 GTPBP2 HIPK4 TMED5 CDCA7L OFCC1 CCDC37 CCDC74B LDHAL6B GSTCD WHSC1L1 KLHDC4 KIF9 ZNF16 KRT33B SMYD1 BCAT1 ZNF71 UBIAD1 LRFN4 HIST1H1A C16orf59 ZUFSP CDCA4 FIGNL1 IKBIP FAM9A RIOK2 COA3 SPZ1 ZNF280A ZNF2 C8orf74 SLK MLC1 CDK15 C17orf53 STX19 C17orf82 STOML1 FIP1L1 CDK17 ACAD9 MSANTD3 HESX1 GTF2H2C PPP2R5C ZNF436 CIRH1A OPRK1 ZKSCAN5 SPAG8 TBC1D14 HOXC4 KRT6B KDM3B RSPO2 ZBTB24 ELP4 OPA3 ANKEF1 LENG8 ZNF57 ZNF480 CDKL1 JMJD1C CAPRIN2 GNA14 ASB10 HMGXB4 UBE2O ZFP28 CCDC151 TBX6 TRIT1 H3F3C HAUS3 KDM4B C4orf17 KRT222 ZNF829 SRGAP3 PTBP3 OAS1 PI4K2A CCDC74A REV3L PRIM2 SDF4 CHTOP INTS2 CEP162 CRLF3 MNDA ZNF333 KLHL3 SPATA24 C8orf48 ZNF581 FOXR2 FGD5 GABPB2 FKBP7 DCTN6 SASS6 SPATA22 DYX1C1 SERGEF RNF10 ZNF649 LHX8 DPP9 CDYL2 PHF20L1 ATE1 FOXC2 GLYR1 TEX9 ZMYM5 ZRSR2 ATP6V1B1 LCA5L FAM96B SHQ1 MRPL37 MMS19 RPL13 N4BP2L2 RPL18 KYNU MRPL2 MRPL9 RPS24 GPX1 RPS2 RNASEH2A RPL24 NFE2L3 MRPL44 RPS5 RPS23 RPL19 RPS12 MRPL1 ARCN1 SESN2 TUBA1C ARPC1A ALDH16A1 TAF9B FERMT2 MOV10 UNK MMGT1 PPP1R3D NOP14 DPF1 ACTR1B KLC4 MRPL28 DCUN1D5 KCMF1 MED16 TUBB4B LGALS13 MRPL47 VKORC1 DYNC1LI2 MRPL43 NUBP2 SYNPO2 CLN8 DBN1 OBFC1 MRPL4 MRPS2 TNFSF12 COMMD4 CORO1C MRPL45 DYNC1LI1 RAB14 MRPL24 THOC6 MRPL39 NDUFS6 RPL17 CINP RNMTL1 NA MRPL3 RGCC PPAT ACOT13 DCPS FLOT2 METTL21A RPLP0 LAS1L DPP8 CAPZA2 ADAMTSL4 DYNC1I2 TRIB2 LTV1 NOP2 PER2 PIGS CDK13 RPL7A GAGE12I KRTAP5-9 ARPC5L WDR34 COMMD10 SCARA3 RNASEH2B RPS18 CAPZB DYNLRB1 CLN5 ABHD17A EEF2KMT HOXD3 PTGES MRPL32 ACTR10 RPL27 RPS17 NAA15 HP1BP3 CENPM CEP192 DIMT1 RBM3 MRPL11 THOC3 IGF2BP3 BRIX1 NDUFS8 SEPT10 FAU SOST MRPL38 DCUN1D2 NDUFV1 COMMD9 DCUN1D3 MRPL40 COG6 MARS GNPDA1 METTL3 HAVCR2 WNK4 MRPL14 RPRD1B SRSF9 TPD52L2 PTGDS NDUFS1 DUS3L MRPL19 RPS15 PSMA8 ACE RPL35 CCDC57 DNAJB12 CCT8 FARSA IMPDH1 IPO9 SRSF10 NDUFS7 CENPN NDUFV2 RTCB OTULIN MRPL13 NDUFA12 FOXL2 MRPS27 FBXO22 ACSL3 SAXO1 KLHL22 TXK XIRP1 ITGB1BP2 RASSF10 LRCH3 UNC45B GNG8 AARSD1 HSF5 NUDCD3 NUDCD1 NAA50 FRMD3 PHGDH ADRA2B DNAJA4 GOLPH3 LCE3A SLC25A31 SUPT6H HSPA1L TNS4 SLMAP PREP AMER3 LRCH4 HSFY2 ZNF703 CXCR5 NUP85 SAMD9 TNS1 ALCAM SH2D3C ABCA12 ESYT2 IL32 ESYT1 SHC4 TET2 RAB39B LAMB1 GPM6A TNFAIP8L2 ECHS1 ULK3 FAM83H IQCE CLOCK PCID2 FOXR1 LTB4R2 RSPO3 UBTD2 USE1 TNFAIP8L1 RNF219 ESPL1 PHF6 RAB12 NEDD1 PTOV1 REN CCDC8 ATP1B3 C16orf72 AZIN1 CA6 ASB11 EMC7 DPYD RSPO1 TBC1D17 BHLHB9 ACE2 RSPO4 LIN28B MBOAT7 PTGER3 GLTP DOC2A RAPGEF4 GATAD1 KIF21B PTGES2 WASH1 KIAA0226 NR2E1 LMOD3 ACAT1 GTPBP4 GUCY1A3 SGK2 LOXL2 JADE2 TADA1 NUSAP1 AASDHPPT RIMBP3 AAK1 CSPP1 PPP1R21 PXK ZNF212 KRT38 FAM98A MAGEA10 TWISTNB PRPS2 TIMMDC1 CEP85 ATP5G1 KATNAL1 AAMP CCDC88A HM13 FAM168A CIPC IMPDH2 AMDHD2 ZNF232 MRFAP1L1 ZC4H2 ZBTB9 BORCS6 MRPS5 RIOK1 FAM122A PYHIN1 NSA2 VPS50 NUPR1 COMMD3 PTF1A MRPS30 ATAD1 TACC3 ZBTB49 ZNF219 ALAS1 TADA2B GSTM5 MAGEB4 C17orf49 CCDC94 TMED3 ATP4B PNO1 ECSIT GPN2 CHD5 SSX3 EPM2AIP1 CTAGE5 RHOF GPN3 TNIP3 TMEM129 PLA2G4A GAS2L1 PCMT1 SRMS KPNA5 MEFV POLR2M ZKSCAN1 KIF2A ZFP64 MRPL46 C9orf16 RCAN1 EIF3M AAGAB SYNGR2 TMEM109 PPCDC TMEM126B CTPS1 THUMPD1 HSCB TEAD2 HPCAL4 ZBTB33 ENO2 PGBD1 IFT81 FSD2 TRIB1 ZNF266 PNKD CETN3 CSGALNACT2 EMC8 WDR18 VPS52 KRTAP9-2 EMC3 TPD52L3 LCE3E NFS1 MFSD5 EPPIN LIPE NOP10 POC1B SEPT12 ZMYM4 ALKBH3 SNX27 KCTD9 NBAS NDUFA11 NDUFS4 NDUFS5 STARD3 PGM2 ATP1B1 OLIG1 SLC38A9 MICU1 RBP7 NAT2 BDNF FAM84B PTCH1 ARL6IP4 TSPAN2 RAMP2 HIST1H2AI APOA5 WRAP53 ALKBH8 COMMD2 KLK5 PRIMPOL FAM46B DCAF12L1 GSTO1 PLEKHB1 TIGIT VSTM2L ADCYAP1 IL24 CHRNA5 TNPO3 SPIN1 RABGAP1L PRRG2 APPL2 SGTB FOXK2 LAP3 GTSE1 LRIF1 FERMT3 MYEF2 ZNF526 KIF7 RPL22 SRPR NEIL3 GPATCH8 RPGRIP1L LIMA1 JRKL LDHD GJB2 CDKN2AIPNL CLCN2 TUBGCP5 FOXI2 TBC1D9 PCDHB15 KIAA0753 SCAF11 ASPM TMEM63B FAM134A TMEM248 FOXA3 SLAIN2 IP6K3 C10orf2 MYH6 NETO2 FOXQ1 HMBOX1 KLF8 GOLT1B KIF26B LTN1 FOXL1 UGGT1 LCA5 FOXG1 PPP4R3A NIPSNAP1 TIGD6 ZNF687 CERK MYH13 MYO19 ZSCAN26 REEP5 ACSL4 MYO5C RBM45 C10orf12 ZNF281 CTDSPL2 FOXN1 SLC33A1 SMG9 FOXF1 SPICE1 HNRNPH2 KRBOX4 QSOX2 CXXC4 WDR62 MASTL BOD1L1 DNAJC11 MRPL50 SAMD1 ATL3 RGMA SDHAF2 CSDE1 FOXB1 SMS AP1S2 NLRP5 YIPF5 FOXJ3 ARMC6 KIAA1107 KIFC3 C1orf112 KIF14 FOXK1 APOL2 FOXO6 CFAP97 MBOAT1 FOXJ2 ZNF644 FOXN3 GSG2 CBR3 SPATS2L ARX DDX24 MORC3 SLC16A6 IWS1 FOXJ1 SETD4 FOXE1 PSMF1 ATL2 ZSCAN5A TBC1D9B FOXD4 RAB4B CAMKK1 NCBP3 POLD1 C21orf59 CEP128 HNRNPA1L2 FOXI1 POLG2 RBM4 SCLT1 ETAA1 PRICKLE3 PCDH1 FOXN2 SLF2 TM9SF4 FTSJ1 TBC1D16 SCYL1 L1TD1 PCDH7 ZNFX1 PPP1R35 AP4S1 MYH11 ADCYAP1R1 MYH7 PCK2 MYH7B MAU2 MND1 MTX2 LGR5 POLR3B PRSS12 MYH14 GBA2 ATP6V0D1 DDX18 CPSF7 ASUN AK7 CC2D2A HCCS NUP35 FLYWCH1 RPL13A RNF217 NLGN3 HNRNPA3 DLGAP5 WWC2 MYO1E CCDC13 GATA3 CTNNA2 ACTL7A WNT5A CHRNA1 CD38 FGF3 CD72 SERPINA3 RHOC SLPI OSBP PAX1 REG1A PPIL4 PTH SERPINC1 PAM ACOX1 ALPP PDIA6 P3H4 KLHL41 PGM1 P3H1 PLA2G1B FKBP10 SERPINB6 IFNGR1 SERPINI1 GP5 PIGR APOA2 APOA4 MPZL1 DNAJB2 PTPN7 TCTA GPNMB RMND5B DUSP5 PRR14L ACHE INPP4A AKR1B1 PUM1 ZDHHC3 PSKH1 SFTPA1 RAB5B RAP2A RCVRN TNFRSF17 RHAG RNASEL RPL12 SCTR CYTH1 SEMG1 SLC8A1 SLC17A1 SSTR4 ODF1 STATH MMP3 CD8B TDGF1 TFCP2 TUBB4A SCOC TPBG TPH1 ZNF7 ZNF8 ZNF76 NARS DPYS ATP2A1 GLB1 BCKDHA CTSA DRP2 IDH3G DIAPH2 PAK3 NPR1 EBP IL1RAPL1 PLXNB3 TIMM17B EDA2R TAF7L NXF3 PPP2R3B TIMM8A GRIPAP1 NLGN4X EDA ALAS2 OPN1LW PIGA RP2 HTR2C SYP CD48 UTY BPY2B EPHB4 SYT2 INPP5A MAP1A MAFK PLCB3 GABRB2 CCR7 DAD1 ELK4 AQP4 ADRBK2 S100A7 CSTF3 XRCC2 DENND4A GBP3 TFAM GLRX SLC9A5 SKIV2L ADRB3 NFATC3 RYK ETV1 NR4A3 NKX2-5 LUM ACKR1 GYPC BCAM MEF2BNB-MEF2B SRP9P1 ARL4D PDX1 IFI35 TTF1 TCEB3 GDNF AGFG1 NRF1 GJA8 SGCB KCNJ8 UCN AANAT IL18 CACNA1E NPC2 PLXNA2 THOP1 CLPP TLR1 CLTCL1 MUSK CFL2 EFNA3 MAT2A FGF12 ADAM2 RND2 PTPRS PTP4A1 EVPL PTPRN2 POU4F2 UCP1 POLRMT C5AR1 CDH15 CCR6 RFXAP GANAB RAX ENTPD2 C16orf70 UCN3 ANXA6 TALDO1 PKNOX1 LHX4 KCNJ10 CALCA GOLGA1 CELF2 PCBP4 PODXL TNFRSF11B CASP5 RAB13 HNRNPAB GRIN2D GNPAT PIP5K1B CLIC1 MLNR KLRC3 MARCKSL1 MRPS12 ABCG1 PPFIBP2 PPFIA3 CACNA1S VTI1B PIP5K1A FZD6 CHRD WNT4 DPM1 RNGTT TIA1 DPH1 PTTG1IP CASQ2 KCNE2 KCNS3 RGS11 CNR1 EIF2B5 CA8 ARID5A MAP7 STX17 CPNE2 ARPC5 SIX5 AIPL1 TRIM69 HAPLN1 HGFAC DOC2B MATN1 PFDN4 RAMP3 CCNY BOK CDH23 PES1 CLIC3 FXN NEK7 PDZD3 SEC24B DCTN3 ZC3H7B SLC12A2 UFD1L SEMA6A SIX4 DNAJB9 CD163 NCLN KLF7 BOLL COG1 COG2 HPS5 GTF3C1 GCAT CIDEA DAZAP1 CRLF1 TYRP1 GRIN3A PPP1R11 ARL2BP BZRAP1 CNDP2 TTC28 MOCS3 MYL12B EHBP1 ZMYM6 DYNC2H1 KCNMB1 HELZ TLK2 GRHL2 PHACTR3 MIF4GD PARP9 LYPD3 GMIP LRRC8D LSM11 RAB3GAP2 ZNF33A MT1G MCHR1 CNPY2 SPOCK2 CTSH CTSG ERGIC1 NOXO1 NUP93 CTSS ETV7 YKT6 TOMM7 NMRK2 CTSL PCNP ALDH2 SLC30A3 CFHR3 UTF1 SUPT4H1 SIM2 ERF CABYR NR2F1 MAPRE3 TMBIM6 RUFY2 CDK2AP2 CHRNB2 CLUAP1 TIMM9 PBLD PARP10 WDR4 TRB ULBP3 CENPB EXPH5 UNC13D CENPC DLEU1 NAP1L5 CP CCK GLRB FBN2 ATF6B SLC4A4 MTMR12 POU3F3 CHML CS PCCA GABRR2 IL17RD SLC22A5 COL4A3 ATP6V1G1 C16orf74 KIAA1683 ZC3H11A UBL7 C19orf57 SLC1A1 TMSB4Y MYO1F TULP2 RNF183 LILRA3 NBPF3 NA MNS1 KRR1 NDUFB1 PGLS C11orf16 TPGS2 DNAJB3 SLC22A24 MRPS18B NSUN4 RASL11B GPBP1L1 TSPAN3 WDR37 ELAVL3 CFDP1 SERP2 DMRTB1 NLE1 MYL6 NTNG2 RPL31 PCDHA4 COL10A1 ARL15 TXNDC11 KIAA1217 CRELD1 SLC25A36 SGSM2 GIPC2 UTP3 DPPA4 UBR1 FAM71C PMM1 C19orf43 SULT1E1 FXYD6 WDR33 KIAA0907 ZNRD1 UQCRB RENBP SPEF1 NUP62CL HYI C10orf82 SNX7 COL20A1 ZNF414 TMEM123 SH2D4A TRMT1 ACMSD TCF25 SNX20 FAM46D RBM11 NEU4 CHAC1 SEC16B ZFP36L1 SAMM50 RBM42 CCDC130 TCEB3B EIF5A2 ATP5J2 RSPH14 RAI1 HEBP2 COL3A1 SOX30 FAM120B ZNF646 TRPT1 ZFAND6 ISG20L2 DDI1 SCGN BAZ2B COL14A1 FAM46C PPP1R16A GPX7 ZG16 HHLA3 DDIT4L DYDC2 ELF5 TSR2 GKAP1 PRR14 LINGO1 ADCK3 GIN1 ARMC7 SERPINI2 NA GABRD CSTF2T TMCO6 DNAL4 WDR25 ZCCHC10 PCSK5 TBL3 KIF6 SLC22A6 RRS1 WDR24 C10orf62 LCMT1 SMIM3 TMEM19 GLIS3 RCN3 HSPB7 CXCL5 C19orf60 IQUB BAALC DHRS1 ZNF101 LRRN4 MFSD3 ZNF707 ZNF679 ZNF559 ZNF607 ZSCAN16 SDPR EVI5L ZFAND2B PCED1A C10orf54 DLK2 C18orf25 PHYHIPL SSBP4 C1orf116 RSL24D1 YIPF4 CIAPIN1 S100A16 CD93 CR1 C11orf68 PPIL3 FAM60A GTPBP10 DGCR6L PLEKHF1 ZSCAN20 FAM13C TSPYL4 ZNF580 C4A C8G ITGAM SOX1 CTGF FGF4 FGF5 HES5 SOCS5 TLR5 TRAFD1 NOX4 CMTM3 AZI2 SLC4A7 ALS2 PRAF2 CRTC3 SPPL2A SLC25A4 LRP3 MYH10 ADIPOR1 DUSP26 GREM1 RCAN3 DOK6 PLS3 CARS COX4I1 PROCA1 ABCB11 ABCB4 IL10RB SEPT11 PSPC1 HK3 COX3 BRI3 RELT PDZD11 GZMB HOXA13 HOXD13 HOXA11 CYCS PPP1R1A C11orf58 RNF220 POR MYO9A C10orf88 RPS6KA6 FXYD3 ARHGEF10L MYL9 GLYAT EVA1A WFDC2 HSPBAP1 CRCT1 SUPT7L CELSR1 WSB2 CCDC90B CCDC106 FAM173A THAP8 EMG1 DDO GPR135 TMCC2 ARMCX3 CCDC113 PLA2G15 NIPSNAP3A RER1 STMN4 ACTA2 WDR74 DDX49 ZNF691 GLTSCR2 MRPS9 CHPF MTFR1 NSMF ADPGK DSC1 ASB13 DSC2 IGSF21 EGFL6 DPYSL4 SNX24 QTRT1 TOE1 ENOPH1 NA LENG1 RAB35 MCTS1 KLHL26 MBD6 STARD9 PRSS23 ATPIF1 AFG3L2 BSDC1 TMEM70 MRPL20 OLFM2 ZNF585B MCOLN1 KCTD15 SOBP ACTC1 MFN2 INTS9 NRL TRMT6 LIG1 PLIN1 SLC6A5 FMN1 CDC42SE1 DOHH ADGRB2 VAC14 HOXC10 SIK1 ARHGAP24 SH3RF3 SH3PXD2A HLA-DPB1 SH3BGRL3 ATP6V0A2 ARHGAP8 ANKRD44 EGR2 FBXO8 FBXO3 TLE3 MAOA RPN2 TARS EIF2S3 RPL3 SERPINB1 WDTC1 ETFB PRDX2 RAB18 AGA CNP LRRC59 TMEM33 COMMD7 COMMD5 PPM1G PI4KA ITM2C ABCB1 LGI1 BCL9L LAMP2 FDXR PPP4R4 KLB KIF1A MTCH2 EPO LCP1 CFD NA F3 FDPS FABP1 MADCAM1 FH FURIN ADD2 ADA B4GALT1 GABRA1 SLC6A1 ADORA1 GOT2 SLC2A2 HADH GRIN2C MGST1 GSTM1 ORM1 GP1BB ARHGAP21 GNA15 SNX19 HMGB2 FDX1 ADM ST5 CD34 SERPIND1 AKR1A1 HPCA HRC HOXA10 HOXB8 HOXB1 HOXC8 MITD1 HOXD4 HOXD9 AFP IL7 IGFBP1 IGFBP5 IGFBP6 ADRA1B MS4A2 FCER1G CXCL10 IFNA2 IFNGR2 IRF9 IL1RN IL2 IL13 IL1B WNT2 KRT14 KRT10 AREG LCN1 TFPI LAMP1 LAG3 CCDC127 MC4R MT1H MTAP MGMT MBP MPZ CD33 EPN3 MYO5A KLRC1 PCSK2 NEFH TACR2 TACR1 TACR3 NHLH1 NTSR1 NTF4 PSG3 HTRA1 PYCR2 PRDM4 SLC4A3 EBF1 ERI1 FAM27E3 TCEANC ANKRD36BP1 MYO15B SERPINE2 SH3BGRL SV2C IPO4 DHX36 HSPA4L GCN1 TROVE2 PFAS DERA IRGQ C2orf44 OLA1 KRT85 MRPS22 ATAD3A CORO1A TSR1 DNAAF5 HEATR1 IGF2BP1 YARS DDX27 CNNM4 KRT31 C2CD5 DBT MYO1B MRPS25 ATAD3B DHX57 LTA4H TTC27 XPO7 BZW2 RPL32 UFM1 SEC63 TTBK2 ACOT2 KRT35 CALML5 KRT36 SPTLC1 DDOST MTHFD1 CPVL NOM1 QRICH2 TIMM8B MTHFD1L KRT82 PNMA2 C9orf163 MYH4 UNC79 NACAP1 PCBD2 CBWD2 RRP12 RPL34 MRPS34 DDRGK1 CAB39L EHF LAGE3 KRT32 HIST1H2BG MYH2 MTR COX5A CCDC59 TCHH HRNR KCTD12 LRBA IGHA1 BARHL1 IGHA2 SLC25A12 BOLA1 RPL7L1 LOXHD1 PDXDC1 IGF2BP2 SARS2 DHCR7 SPIRE1 APRT TTC25 PKD1L3 KRT34 TBC1D4 APOD AFAP1L1 KRT77 ATP5L CYP1B1 SSR3 KDELR2 ATXN10 DDX19B EML2 MYO1D GART HNRNPDL PFKP SLC39A7 PREX1 SLC30A7 GNL2 NPEPPS NUP188 TAGLN2 MRPS24 SERPINB4 SLC25A22 PCDHB5 NXN NAT10 FAM98B MRPS14 FAM175B CDO1 PAPSS2 KRTAP19-5 RPL37 RRP15 QPCTL SFXN1 FAM83G CXorf56 CNIH4 RPL37A PPAN CCDC82 CYP4F8 RPL38 APOBEC3C GAPDHS DDT ITFG2 LSM12 HAS1 SEC11A ALPI KRTAP9-3 XPO4 SLC25A1 TSPAN7 EHD4 TRMT112 EML4 MRPS7 FAR1 CCDC47 JPH3 HYOU1 MYL12A DHX37 RARS2 COX6B1 HSP90AA2P PDRG1 POLQ CMBL SMPD4 SMAP1 VDAC3 KRT33A CLEC2L HBG1 RPL36A SDAD1 RSL1D1 CES3 GCGR HIST2H2AB PARD3B ARHGAP11A ARHGEF16 ARHGEF17 LAD1 LMO7 SHROOM3 SIPA1L3 FNBP1L MED13L POLR2I ZCRB1 UBE2H CDH17 ADGRA2 UNC13A STAB2 TUBB1 FARP2 SLC34A3 CORO2A WIPF3 CYTH4 PIWIL3 ELMOD2 STMN3 PLB1 HIST3H2A DMXL2 GTF3A SYCP3 ACTG2 TAF5L ZMYM3 GRID2IP HIST1H2BK ULBP2 CLYBL GPR108 LRFN1 CPLX2 INHA GNAT3 HSD11B1 KCNH1 CDC42SE2 S1PR5 BRD1 SPINT2 SARS HOXB3 HOXC6 HOXD8 HOXD10 HOXD11 CARHSP1 EIF2A AVPR1B OXTR BNC1 CSN3 HIST3H2BB COL6A1 TNN TAL2 FGF13 P4HTM CDH6 CDH18 CCT6A STRIP2 PPME1 CCT6B MYO1A TAC4 TFF2 SCN1A CEP131 ESM1 POLR3G BAAT LARP4B COG8 SLC16A4 BACE2 EFNA4 SF3B5 DNAJC8 DDX42 CABP5 POLR3K PSIP1 CSHL1 IGHE NPTX1 MC3R GOT1 HPR CYP3A4 BRINP3 SCRN1 DECR1 OSBPL5 ZNF302 RNF135 IFIT1B APOC1 KIAA0101 FILIP1 TRAM1 TUT1 RNF180 HERC4 PPP1R26 LTBP4 DERL3 GLUD2 PLAGL2 MOB3B AGL PARP14 GMPS EPC2 JADE3 BRPF3 H1FX SDF2L1 PHF14 N4BP1 RBFA ZNF143 RECQL4 KIFC1 DKKL1 SAT2 ACADM ACADSB ADSL ALDH9A1 ALDH3A2 ANXA2P2 ARG1 AZGP1 CETN1 DDX10 FLG FRG1 FUCA1 GALK1 GLA GLDC GNAL HIVEP2 KRT4 KRT84 MOG MPST NDUFA10 NFRKB PGAM2 PGD PRIM1 LGMN PWP2 ALDH18A1 RPL3L MRPL23 SDF2 SRP68 TARBP1 TFAP4 TGM3 IFRD2 HIST1H2BL CPNE3 LONP1 PREPL ARHGEF10 LRRC14 BMS1 SLC25A13 MPHOSPH9 SCML2 CRTAP VAT1 CELF1 FARS2 WDR3 CKAP4 NUPL2 VWA8 PMPCA POFUT2 AHCYL2 RIMBP2 IFIT5 C3orf17 DHRS7B ANKRD17 PRPF31 TBL2 TRMT2A CPNE7 IGKV4-1 TMOD3 UTP18 KCTD3 ZNF639 KIAA0930 ZFR MRPS21 MIOS TMX3 KLHL24 TMEM104 YTHDF1 TMEM160 ZNF770 USP47 WDR70 SRBD1 SEC61A2 NHP2 UGGT2 KDM3A UBAP2 UNC45A LANCL2 KLHL9 DHX33 FEM1C LRRC47 KLHL8 ZBTB2 BEND3 TRMT11 MRPS35 NOC3L COPS7B YTHDC2 FAM129B MRPS26 NOL6 KRI1 DHX40 FN3KRP C14orf169 WDR59 THNSL1 WDR26 KLHL15 MAGED4 LONP2 WDR75 FBXW9 GPT2 SPRYD3 MPND TMEM203 ABCC12 SAAL1 BTBD9 OSBPL11 MRPL53 SPATA2L ZG16B ZC3H18 RPTN ATXN7L2 LRRC15 WDR36 TCEAL2 MPP7 PLEKHA7 MYEOV2 KLHL23 AMOTL1 FAM122B LONRF2 KCTD6 RPL22L1 PDE12 TYSND1 KRT79 HMX3 USP41 USP27X C1orf204 USP17L7 EIF2AK4 SLIRP OSBPL6 BTN1A1 SRPX RGPD4 CCDC87 METTL16 ARHGAP23 HNRNPUL2 ZNHIT2 LRRC40 SRP72 HSPA6 C12orf45 YTHDF2 INTS7 ACTR6 INTS4 ANP32E AK2 DDX3Y TBPL2 YRDC LRCH2 UBE2NL DTYMK SLFN11 PCBP3 MEIG1 MYLK2 RGPD1 NNT USP34 TDP1 UQCC1 PSD3 PPP3CC WDR61 PSD2 USP9Y SBF2 ZXDA SMARCD2 RCN2 HADHB TUBB6 UACA CDIPT POTEKP IGHG3 GLUD1 TUBA4B SLC25A3 AIF1L BASP1 HEATR6 MON2 SPECC1L BRI3BP ANKHD1-EIF4EBP3 TUBB3 SCO2 TUBB8 SLC1A3 NT5DC2 KCTD20 XPNPEP3 RPL10L KRT16 FAM136A ASCC3 FBXL7 BRWD3 BRWD1 ACADVL PSAT1 NANS AARS IARS2 C12orf10 RNF208 PI4KAP2 LPAR4 CSMD1 IDI2 ZNF443 OSBPL1A SENP7 WNT16 DNAH9 PARP12 PPAP2B EPHB6 POU2F3 PCDH9 WDR35 SPTLC2 PANX3 ATP6V1C1 STMN1 PABPC3 METAP1 KIAA1804 WDR76 WDR5B OR8D2 CACNA1I GJC2 OR2T6 IGHG2 ZNF652 TTPAL APOC3 EXOC6 SCAF1 UQCR10 B3GNT9 SQRDL CLCA1 TMEM43 RCN1 PF4V1 QTRTD1 CHKB IGDCC4 OR3A2 ZNF292 APOC2 ITIH1 KIAA0232 SACS KRT13 AMPD3 HPX PLA2G4F LGALS4 SFXN3 FAM120A CAMTA1 CLCA2 MYLK3 CROT SLC9A8 DGKG PDZRN4 MYL4 WNK3 FAM120C RSBN1 LECT1 FAM169A ABCA6 KIAA0754 SPEF2 ROBO3 FAM83C KRT2 SH3BGRL2 MS4A5 EPCAM PLEKHA6 MUC13 ILVBL HIGD1A PSME4 GCDH PPT1 SUCLG1 AASS CEPT1 MOGS NDUFA8 TRMT1L IQGAP3 ACOT8 P4HA1 ALDH1B1 DDX52 AKR1B10 SLC14A2 FAAH FAM234A FAHD1 NUCKS1 UBAC2 ATP12A PDIA5 ARMC10 METTL7A FOLH1 TM9SF1 NDUFB4 KBTBD3 FAM83F ZMPSTE24 ZCCHC11 DHRS2 HIST1H2BO CPNE8 CSN2 DNAH3 USP24 HSPA7 SPIN3 CSNK1A1L SDHA NKTR BOLA2 PHKA2 LRP11 ADIPOR2 ANKLE2 MYH1 CNGA3 KIF26A CPA1 LRP1B KIAA1524 NDUFB6 ND6 SERTAD4 IER5 GLYATL3 MIA3 ATP5I AGK RPS10P5 STT3B ATXN7L3B ZC3HAV1 CCDC148 RC3H2 APLN UBR7 DNAJC9 WFIKKN2 ND3 PPP1R3C DPP3 IGFBP2 FKBP14 PNMAL1 NDUFA6 ATP5H ATP5D NDUFAF4 ABHD10 HEXA HIBCH RMDN1 TXNDC12 ANXA4 CPS1 MSI2 POFUT1 ERP29 RHOV SDK1 NCAPG2 AKNA IGHG4 COCH CRYBB3 CUX1 BCL2L12 ZMAT3 CXCL2 AGRN MFI2 DCBLD1 TCF7 IFITM3 TTLL10 HLA-A HLA-A HLA-B STAC PHF20 EBLN2 MRPS15 RPRD2 LEPROT DNALI1 SECISBP2L LARP1B SH3RF2 NAPB TTC3 ZFYVE19 PRICKLE1 PHIP FUNDC1 RCOR2 PARS2 LDOC1L BMP2K MIPEP HIST1H1D ASAP3 CAMSAP2 CCDC117 BAIAP2L1 HMGB3 RPL36AL FARSB GFPT1 GRPEL1 ZNF133 TOM1L2 RREB1 MCCC2 SHOX INO80C WNT3 MCCC1 SEC31B TSPYL5 TRABD EPB41L5 SERINC1 GEMIN8 ASNS HNRNPCL1 HAUS8 ANKIB1 CEP170B CRTC1 MAP3K15 SMG7 HAUS5 ASPH FAM53C DNM3 TAOK1 SMTN DIP2B ESD ATG2B TRMT61B MIER2 BRSK2 XIRP2 RBM26 FAM64A KRT6C BTBD8 OSBPL8 XYLT1 ZNF676 PRKCDBP MIER3 TBCA LONRF3 C14orf80 COX15 RBM28 LRCH1 SMCR8 FAM179B HSD17B12 ALDH7A1 ADNP PLCE1 CASS4 PSTPIP2 MICALL2 CLPTM1L SLC27A4 KNDC1 CEP78 SFXN4 TBC1D2B MON1B RBMS2 TCTEX1D2 C18orf8 XDH EIF4E3 TTC9C EDRF1 ETV3 RNF32 BRD3 SPEG EMILIN3 MRPS18A LETM1 SLC25A18 ISCA1 DDX28 CPT2 MRPL51 TARS2 PUS1 MRPL18 SATB2 MRPL17 HARS2 MRPL54 RPUSD3 STOML2 NGRN CHCHD1 RMI2 TRUB2 MDN1 MKRN1 ALDH1L2 VARS2 ZBTB47 ACOT9 MRPS28 MRPS17 MRPL48 ME2 FASTKD2 MRPS16 MRPS23 MRPS10 MTERF3 MRRF PNPT1 MTG1 MRPL16 MRPL22 MMAB PTCD1 PRDX5 MRPL10 MRPL55 SPRR2A MRPS6 MRPS11 MRPL49 YME1L1 ZNF598 MRPL27 C6orf203 MCAT ACACB MRM1 MRPL41 SUPV3L1 MT3 WBSCR16 PUSL1 MTERF1 HBS1L PXMP2 ZNF420 CAPN7 CCDC158 TMED9 SCAI SVOPL FLG2 DNAJC13 UBE3B PIK3AP1 FGD6 SH2D5 C1orf27 MEGF6 AHDC1 PDCD11 TMCO3 ZNF566 ZCCHC3 ZNF620 CEND1 ZFP82 ANKAR SOX13 LDHAL6A SEPP1 ITGA11 ZNF460 ZNF324 ZNF45 ZNF227 DTD1 PCP4L1 TUBAL3 ELL3 ZNF569 DIS3L2 PCP4 MAP7D3 DDAH1 ZNF552 DNAJC4 ZNF483 ELMO2 CRISPLD2 ANKRD26 ZNF518A ZNF717 MAL ZNF688 ENO3 SLC5A3 FAM65B BTNL8 ZNF280D ZNF773 ZFP1 ZNF585A ZNF264 OXCT1 SULT2A1 TRHDE OGDHL ZNF324B PROM1 TCP10L CD300LD HUNK SH3PXD2B ZNF195 HDGFRP3 SETD6 RNF213 GUK1 ZNF625 CKMT1B BPNT1 ZNF462 SDCCAG3 CEP350 ZNF747 RGAG1 ZNF689 LPCAT2 SIGLEC8 SGPL1 INTS12 WFS1 APOA1BP DST CAMP VMP1 PRRC1 C7orf26 ZNF711 CECR5 KCTD10 ZNF397 MTERF4 UBE2Q1 DCAF17 C20orf27 CTDNEP1 CPT1A SRSF5 MRTO4 MBTD1 TLX3 SMCHD1 BCORL1 TTC37 PRDM14 LPP NOL9 MIEF2 BTG4 AFF3 ZNF410 PEAK1 ARHGAP33 ANKZF1 HACD3 MSL2 RBMY1F NAB2 FAM83D ZC3H15 CMTM5 MTMR4 HOXA3 NAT9 ANXA10 CCDC36 TEKT3 NA LCORL ZNF317 ZNF18 DUSP8 GBP2 OGFR ACO1 GET4 TMEM259 WDHD1 DCAF10 PASD1 SRSF4 CCDC124 XRCC6BP1 NOA1 DCAF12 PNISR MSL3P1 MORC2 ZBTB1 MALSU1 ZC3H12C SCAF8 ERAL1 RBM12B TDP2 HIST1H2BD GON4L IQSEC1 DCSTAMP COPZ2 ARHGAP22 PRRC2B MTCL1 UVSSA DCAF5 MCU ECI1 SRSF8 CWC27 ZNHIT6 PUS7 TRANK1 HLA-DMB SEMA4G ABCF1 NPM3 ANKRD13A IRF2BPL TTLL12 WDR43 RBM6 RBM12 DCAF6 RUSC1 TRIM44 KIAA1407 CCNL1 UBN2 MSANTD4 BRAT1 CDK12 PALD1 BLVRA ZNF384 SLC39A14 ACTBL2 TMA16 GTPBP1 CSRNP1 COQ6 OGFOD1 SESTD1 RNF169 ZMYM1 QSER1 APMAP KCTD1 RBM33 ABCB6 MLXIPL CYB5R2 TEFM CENPI KLHL25 TXLNG ESF1 ASH1L ZNF280C STAU2 ZNF318 AP5Z1 DDX50 PDE3A STT3A BNC2 C15orf39 BBX RPF2 CCZ1 BPIFB3 C18orf54 RBM48 UNC93B1 THEM6 TRIM34 PMM2 COLGALT1 AKIP1 HDHD3 ATP6V0C UMPS DDAH2 RABL6 MGARP SLC22A1 KIAA0226L WDR11 HCRT NPRL3 KRT78 C11orf84 RAB2B NAA25 CREB3L2 LARP4 METTL13 LAMB4 TOPAZ1 HSPB11 MYSM1 ABCC1 MEGF8 PPP1R37 HDDC3 NME2P1 TACSTD2 ECI2 FBXL14 SLF1 PPP1R32 NNAT NPC1 C11orf54 SCAPER HMGN5 SUV420H1 CEP19 HOMEZ SOGA1 ATP2A3 ASGR1 NA CEP85L SFSWAP TMX1 ACAD11 FAM210A DIEXF MAGEL2 DCUN1D4 SALL4 SIGMAR1 RSRC1 EMC9 ZBTB10 BRD9 TLDC1 EID2B MACROD1 RAD54L ANXA9 ZNF830 FAM32A TBX2 WNT11 WNT7A DGCR14 FAM8A1 OCA2 SAR1A CENPW WDR83OS TIAL1 SUN1 CLIC2 C15orf59 NTPCR CCDC92 HIST1H2BJ AMMECR1 BBS10 SMAP2 ACO2 IDI1 SCUBE3 PDAP1 H2AFV CNN2 BROX CYGB AKR1C1 TRAPPC10 LMAN2 UBE2J2 GPR21 SHISA5 FAM111B HIST1H2AA TYMS HNMT PHYHD1 PAGE2 FBXO10 FBRS H6PD GPA33 MAEA SBDS MTRNR2L1 TMSB10 HMGN4 HMGN3 BCL7B SCLY ACOT7 NA NXNL1 NCDN C9orf78 INIP PNMT RHOBTB1 ARPP21 NA APOBEC3F AMPD2 GINS3 FKBP15 ZBTB14 NAIF1 ANKMY2 SYAP1 SIRPD AFAP1L2 CPPED1 CCDC9 MT1X AUTS2 RCBTB1 PAGE5 ISYNA1 SCRN2 PIPOX SULT1C2 OR2H1 NAGLU SULT4A1 LRRC25 SMARCAL1 C14orf142 KDM4D NUDT14 DHFRL1 CCDC43 FBXL17 C15orf57 PWP1 PTGER4 KLHL11 NACA2 RBKS UBE2Z C12orf43 PEPD ADPRH FAM131B DPP6 C1orf174 GALNT2 IDO1 LGALSL CRYM GAMT NUDCD2 HAGH PALM PDE1B RNF24 NOL12 ZBTB6 DCAF4L1 CAMK1D KIAA1191 GPR52 ZNF790 CRYGS SUGP2 FBRSL1 JSRP1 GFPT2 PID1 KCNE4 FBXO21 SOAT1 ALDH3A1 REM2 FABP2 KCTD7 TRAPPC5 LAPTM4B CCDC137 TRAPPC9 SERP1 C19orf66 SULT1B1 LGR4 SGSH FAM117A HKR1 RBM34 PHF3 GNAT1 SLC25A42 NSG1 TECR ELOF1 ZC3H13 GPR161 YBX2 SLFN12 TTC33 GLCCI1 PAXBP1 NXPE4 ARHGAP12 MTO1 VPS13B PIP4K2A RBM4B GPATCH2 AMY2A CROCC SURF1 ZNF568 STOX2 TXNDC5 STIL CCDC172 PRRC2C SNX22 GCFC2 GJA4 IDH2 KLF15 ZNF618 ARID5B THEMIS FAM117B FAM199X LPCAT1 DYRK3 FAM83B HIST1H2AD RPL26L1 CLASRP HHIP C11orf53 SRSF12 NA MDM1 NDUFA4 SIPA1L2 SFXN2 RBM22 ADD3 PHKA1 CCNJ EDIL3 C11orf57 TNRC18 ZNF267 DCLK3 PRKACG ZNF30 ZNF609 WDR81 CDKL3 JMJD4 ZSWIM8 CYP3A5 MOK AP1S3 RPRD1A BDH1 ZNF641 ZNF516 ZNF592 FAM110B STARD10 FAM222A HAGHL PPP1R3F ZNF521 ALMS1 GBE1 C16orf87 CLN6 ZNF510 SLC35A3 PWWP2A PIP4K2C SAMD3 KIAA0195 CENPL ZSCAN2 ZNF827 ATAD3C MZT2A ZFP14 NREP NSRP1 CCDC155 CACNA1H EFCAB14 KCNF1 ADSS CCDC86 C2orf47 LLPH PRKG2 C20orf196 DBR1 TESK2 RTEL1 FAM71E2 RNASEH2C ATP6V0B USMG5 HSP90AA5P GGN EHHADH TSPAN13 CYSTM1 HIBADH ATP13A1 LMNB2 SELV ABCC4 ALDOC ATHL1 C18orf32 TMEM147 CRAT KRTAP26-1 SYNGR3 MAN2C1 MRPL42 NUBP1 AMHR2 KLHL1 NBPF15 CDKAL1 ZBED4 PIGG ACSF3 NAA20 HPN TYW1 PHRF1 LDHC DNA2 DHRS4 TST INPP1 WNK2 GNPDA2 NLRP12 SLC15A4 METTL14 HSP90AB4P PIGU UFSP2 OXR1 HSP90AA4P DBNDD2 DECR2 CNRIP1 TICRR NARFL NDUFV3 SERPINF1 CTC1 NA CRYZL1 MFF PAQR6 SCCPDH TRIM56 SVOP SLC9A9 INPP5F R3HDM2 KIAA1671 GOLPH3L AGAP3 DENND4C SLC20A1 CCDC85C R3HDM1 SLC34A2 SPRR2E ANKRD49 PCDH17 DOCK6 CDCA2 PCOLCE SP140 PARP8 SCML1 FAM234B ROM1 A2ML1 PHLDB1 KANSL2 GGCT GPALPP1 SMR3B COA7 HSPA12A TBC1D22B AIF1 GTPBP8 UHRF1BP1L COL4A5 SHE IGF1 MCM9 TBC1D22A MPP2 DGAT2 LIMD1 DNAAF2 LUZP1 KIAA0355 MAEL GPR3 ARFGAP3 NEK1 RUNDC3B ZFP36L2 DNHD1 MYO15A TEN1 DENND1A C7orf43 DMTN FAM135B MLLT11 PPM1H PLA2G12A OXA1L ITPRIP RAB29 PRPSAP2 KLK8 PCDH10 DOCK11 NA REEP4 PDCD2L PLEKHA5 TANC2 SLC22A18 UTP15 FAM133B TUBGCP6 TTC23L GNAT2 PPA2 MAN2B1 DNAJB5 C1orf50 FAM219A FAM9B UBFD1 OSBPL2 CEP68 PPT2 KDELC2 ACBD5 FAM184A LSM14B LRRC45 FAM104A HOXA2 ADCY3 POC5 CD68 SPTSSA DHTKD1 C16orf45 FAM21A ZNF396 CDX4 GPRC5B PLA2G2D ADGRG1 OSBP2 SQLE KLHL40 MAN2B2 PATL1 C4orf19 C22orf39 CCDC146 KRTAP10-7 DUSP11 DRC7 EFHC2 ARMC2 LOC155060 DCTN5 NUDT12 FBP2 TMED4 C1QTNF6 PYROXD2 SNAP47 DNAJC28 OLIG3 LRRC16A TMPRSS15 SEPT3 NOB1 KRT40 ZSCAN22 ZNF223 TSSK3 PIH1D2 EML5 TIGD5 TMEM174 KIAA1549 RABGGTA JAZF1 EMC4 C3orf62 DENND6A PPM1K STK40 EMC10 DNAH11 RBM19 LPIN2 PLAC9 KIF18B CACHD1 ZNF627 ZNF268 KIAA1211 ND4 FSTL5 CCNYL1 ZC3H3 FAM126B TMUB2 MIPOL1 MORN3 C1QTNF2 APBB1IP GGNBP2 KIAA0020 DHCR24 ANKRD40 ATP5E ATP5J ZNF395 CCDC115 KRTAP10-11 BCL2L15 C16orf62 ANKRD54 PRAP1 ZNF572 NRBP2 ITPRIPL1 ND5 KCTD2 FXYD7 NDUFB10 NDUFA7 ZNF704 ZKSCAN4 UBP1 LPIN1 NA PAPD4 INPP4B FAM216A GRSF1 RMDN2 LURAP1 FAM127C NVL MIS18BP1 KRTAP10-9 KIAA1522 ABCF2 TWF1 HSD3B7 LHX6 IFI30 UQCRQ TMOD2 MAB21L2 ATP6AP1 APOOL RRP1 NDUFB3 NDUFB7 NDUFB5 DAPP1 TMEM186 SORCS2 TMEM128 RAB39A NOL11 NDUFB11 NDUFAF5 FOXRED1 ALDH6A1 WDR46 APOO COX7A2L GHITM SLC38A2 CYTB DRAXIN PCK1 CENPV NDUFAB1 UNC80 CHCHD4 DCAF13 NDUFC2 NDUFA3 SLC22A20 NGDN SP7 PDSS1 C9orf43 CYP24A1 NOL10 MAK16 NOP16 TANGO6 C15orf52 CRYZ ABCA7 ABCA2 NLN NHS MTMR3 DMXL1 C5orf24 UHRF1BP1 BOD1 VPS13C KNSTRN REPIN1 RABL3 ZZEF1 SLC12A9 NBEAL1 ATP5S HECTD2 CCDC61 PLXNA3 SIRT5 GGCX FARP1 EFTUD1 RAP2C HOXB13 LYSMD2 KLHL36 ANKS6 CPM KANSL3 PRDM6 CSNK1G3 C1orf52 B4GALT7 PALMD FNDC3A MICAL3 CXorf23 KIAA0430 TARSL2 NANP GPRC5A LEMD2 FRMPD1 SPECC1 KIAA0513 GOLIM4 XPR1 PACS2 PDF C1orf226 CNTRL CCDC18 TMEM201 APOBEC3B IMPACT PIBF1 AVL9 PLEKHG1 ZBTB20 EPB41L4B PLEKHG3 PSRC1 IFT74 PNMA3 CCDC84 KIAA2013 HIC2 TSR3 LIMCH1 CC2D1B AARS2 IPP DNAJC21 ZNF536 N6AMT1 FBXL19 KIAA1429 SLC43A3 MIDN DPH7 TMEM165 TMEM126A CHCHD6 CLUH SEC23IP RNF170 DDX51 TMEM209 MYOF ZCCHC6 DOCK5 SPATA5 ZC3H8 REEP3 C19orf47 FBXL16 CC2D1A SLC39A10 LCMT2 NCKAP5L URB1 HEATR5A UTP23 METRNL TRIM14 SERPINB12 CCDC138 TXNDC16 ANO3 C19orf52 PARG ANTXR1 YIF1B LPGAT1 NEXN EEFSEC PRR3 PAPSS1 C17orf96 RNF214 PTAR1 RPF1 ORMDL1 MIIP TMCO1 WBSCR22 ZNF273 NFXL1 MGST3 DESI1 ZBTB34 COX20 ZBTB40 PTDSS2 IGHMBP2 SPATA5L1 NEMF TMEM168 DDX55 CHSY3 FOCAD ACTRT1 ACSL5 TTLL5 NT5DC3 MRPS33 NOL7 BAHCC1 LSS PGM2L1 ELMO3 CD109 SCAF4 PANX1 PARP16 PABPC4L SLC25A19 KPRP GPRIN1 CCDC15 SLC4A2 POM121C C5orf42 ACAD8 TBC1D24 C6orf120 ACSS2 TMEM55B NBEAL2 SLC35E1 C2orf69 LENG9 PRPF18 NSDHL DENND3 GLTSCR1 SS18L2 AIM1 ZSCAN25 TRMT10A ZFHX4 ATG4A NSUN5 CHURC1 B3GLCT TBCK ZNF616 P3H2 RAB41 SEC62 EDEM3 ZNF286A FOXD4L1 NFIA KRT75 CKAP2 TMTC3 CPOX H2AFY2 C12orf4 INF2 CD99L2 HS6ST2 RGPD8 NT5C3A WDR55 SOWAHC ANKRD20A1 VPS8 GRTP1 TBC1D31 BTBD3 GAA SEP15 ACTL8 TET3 SLC38A5 SARAF TRMT13 HEATR3 COMTD1 COBLL1 CCDC77 CELSR2 FAM208A SP110 CGGBP1 PIEZO1 ESCO1 LSG1 DBI MYBPH EFR3A R3HCC1 FAM102B SLC25A20 GLT8D1 ZFX KIF27 TTLL6 RBM27 ZNF778 TCIRG1 CWF19L2 DEPDC7 ACOT1 FAM13A ADARB2 YTHDF3 COBL DHX29 AAAS CMTR1 NA MTMR1 MAGT1 TMEM214 C18orf21 NUDT5 SSH3 RBM15B ZC3H14 SPTY2D1 TRIML2 GPATCH4 PRMT9 TBL1Y COL1A2 WDR90 IFT46 ATP9A C5orf30 RPP25L NDC1 SPIRE2 VPS54 EFHD2 TBC1D8 ZFP91 ANKRD13B MKRN2 ADGRE5 AGAP1 KRT3 THAP9 SLC25A24 KIAA1328 GOLM1 BICC1 C2CD3 SLC38A10 CEP83 TMEM161A TMEM41B FAM134C ENTPD6 TSHZ1 MRPL52 TMEM131 NUDT16L1 EBF3 INPP5B ANGEL2 IFT88 DDX11 FBXO30 ATP6V1F SP140L ASTE1 WDR47 RAB34 FAM83A MYH8 GPBP1 MLEC MRPL21 SNX16 CEP120 ENDOD1 KAT6B JPH1 RPUSD4 CWC25 CCDC102A C1orf198 ZNF503 CAAP1 PNPLA8 MYO1G PNPLA6 MPV17L2 ZCCHC9 SCAMP4 DHRS13 TTC17 PLBD2 DDX60 NEK4 UBE3D PANK4 SLC27A2 LACTB URB2 ANP32C GLOD5 PGAP2 FAM111A ATP2B1 SLTM TM9SF3 PRPF39 C19orf70 TIGD2 TRIM62 NOVA2 TTC30A MB21D1 HERPUD2 TMEM57 RSRC2 ZBTB11 SPATS2 CNTLN MRPL33 ALKBH2 TGM1 ZNF532 SEPSECS ZDHHC5 CAMSAP3 COL5A2 PROSC PLEKHA3 TBCCD1 RNASEH1 TTLL7 IFT80 PDCL3 PTDSS1 BARX1 DHX34 BTD RCL1 NAPRT IFT22 ACAP2 CLCN7 MRPS36 NPAS3 ERMP1 KIAA0556 RAB31 ZCWPW1 SH3TC1 SGMS2 HSDL2 POSTN RRP9 ARFGAP2 ABT1 BEND4 PRDM15 PLEKHG4 AMZ2 CHSY1 PRR12 NKX6-1 ATP2C1 ZNF800 OASL ITPR2 RSBN1L ELOVL5 PLS1 TBC1D10B DEPDC1 SMYD5 ESRP2 CLPTM1 SPIDR FAM58A NEMP1 HSD17B8 GSDMA ZNF696 NOCT LRP10 ALLC TTC26 XKR4 TPP2 PITPNB MREG L2HGDH PLGRKT CACNA2D1 CHAC2 TMEM92 TCTN3 TDRD9 MRPL35 PCNXL3 FAM103A1 PRDM10 MRPL34 MRPL30 SEC24A MTRR FAM45A DMKN DALRD3 GPT ITPKA GLO1 NDUFAF2 FOSB KIZ ZIC4 ZNF331 ZC3H4 ZFPL1 PHLDB3 CLEC16A VPS13A FKBP9 PLCD3 MTHFSD TMPRSS3 GNS EGFL7 SEMA3B ACBD4 PWWP2B FAM207A ALKBH5 SLC16A3 ABCC5 KIAA0100 PDDC1 TATDN3 TOR3A CISD3 CCDC97 WWC3 RRP7A NHSL1 ALDH3B1 POLR3GL ZNF629 NACC2 MRPL57 C1orf131 DDX60L C19orf53 SLCO4A1 GNB1L CASZ1 HIST1H2BN NCEH1 ZBTB37 ZNF766 ZNF574 MUM1 NIT2 GHDC ZKSCAN8 TOP1MT TPGS1 SLC7A1 CNKSR3 CARS2 PUS7L KIF16B BCS1L ZFYVE21 DCAKD ERI3 KRT72 DNAJC2 ZNF845 KIAA1109 TBC1D32 RRP36 ITPRIPL2 CCDC88C GANC ZNF767P FAM195A ADO PTGR1 SBSN SLC35B2 AHNAK2 CEP95 HN1L FAM109B C15orf54 ADCK1 GOLGA6A TRIM47 AP1AR CEP89 CGRRF1 CAMSAP1 ATP2B3 MFHAS1 CHI3L2 COX7A2 PAPOLG DSCR3 METTL2B MAPKBP1 TYW3 ACAA2 KRT73 HEATR5B RAB43 TMEM237 ZBED6 RBM47 BUD31 TTC7A TMEM9 LSM14A PNPO CCDC102B C9orf114 CRIP2 C19orf33 IFT122
Protein interactions and greedy routing
DETAILS
Background
A series of recently introduced algorithms and
models advocates for the existence of a hidden metric
space underlying the structure of the network representation of complex systems. Interestingly, it has been shown that if the geometry of this metric space is
hyperbolic , it is possible to accurately describe the formation and dynamics of real networks,
like the Internet or the international trade system .
Here, we present evidence that this also holds true in a biological context. The network above is a high-quality human protein interactome (hPIN) contained in the
native representation of the hyperbolic plane (i.e. a circle of radius
R ∼ ln(N) , where N is the number of network nodes). We constructed this network based on a stringent subset of the
Human Integrated Protein-Protein Interaction rEference (HIPPIE) v2.0 and embedded it to the hyperbolic
plane using LaBNE+HM , an approach that combines
manifold learning and maximum likelihood estimation
for fast yet accurate embeddings. The resulting hPIN contains 10824 proteins and 66154 interactions between them (PPIs).
Once mapped to hyperbolic space, each hPIN protein i lies at polar coordinates (ri , θi ) . Inferred radial coordinates r , associated with node popularity
or seniority, agree with actual protein birth-times. This means that proteins that appeared early in evolution, tend to be closer to the centre of the hyperbolic plane, while younger species-specific proteins
lay on its periphery. To determine the birth-time of the hPIN nodes, proteins from the manually curated database SwissProt were grouped based on near full-length
similarity and/or high threshold of sequence identity using FastaHerder2 . If proteins from two evolutionarily distant organisms
are part of the same group, this suggests that the protein family is ancient. If proteins are only found in the species of interest, then they are species-specific and young.
On the other hand, grouping proteins by their inferred angular coordinates θ (a variable abstracting the characteristics that make a node similar to others) reveals the functional and spatial
organisation of the cell. This is supported by the three gene ontologies (biological process or BP, cellular component or CC and molecular function or MF) and by
KEGG pathways .
Using both dimensions, we can compute hyperbolic distances between proteins, which hint at their likelihood of interaction. In addition, the underlying metric space of the hPIN can be used to study how
biological signals efficiently navigate the network without knowledge of its global structure. To do so, the inferred hyperbolic coordinates of proteins are used as addresses to get a signal closer and
closer to a target via greedy routing . This means that the source checks which one of its direct neighbours is
hyperbolically closest to the target and sends the signal there. The new node checks amongst its direct partners for the one closest to the target, and so on, until the signal reaches its destination.
Using this webtool
The RESET button will bring the webtool to its default settings.
Proteins panel: You can colour proteins according to similarity-based clusters, age group and specific protein classes (transcription factors, receptors, transporters, RNA-binding proteins,
constituents of the cytoskeleton or proteins involved in proteolysis) based on the available choices of the dropdown menu. Searching for a particular protein in the corresponding textbox (UniProt ID,
Gene Symbol and Entrez ID are accepted) will show a list of suggestions (a minimum of 3 characters is needed for the list of suggestions to appear). Selecting one will show the position and gene symbol
of the selected protein in hyperbolic space, coloured by similarity-based cluster. If name labels are too obstructive, they can be deactivated for future searches by unticking the corresponding checkbox.
Hovering the mouse over this protein will show a tooltip with a link to its UniProt entry, a link for its in-depth analysis in HIPPIE, the protein's exact hyperbolic coordinates and its assigned age group.
The link to HIPPIE, allows for a detailed analysis of the subnetwork including the protein of interest and all those not further than a hyperbolic distance of 20 from it (if the number of closest proteins
is too big, only the 25 closest are considered).
Protein interactions and greedy routing panel: In order to check whether two proteins interact or to greedy route a signal between them, type a protein name (UniProt ID, Gene Symbol and Entrez ID are
accepted) in the From... and To... textboxes and select the proteins from the corresponding lists of suggestions (a minimum of 3 characters is needed for the list of suggestions to appear).
Clicking the CHECK PPI/ROUTE SIGNAL button will then show the position of the selected proteins in hyperbolic space and the corresponding link or greedy path between them. Source and target are shown
in green and red, respectively. Intermediate proteins in greedy paths are shown in black. If it was not possible to find a greedy path between the selected proteins, you will be notified and the last protein
in the path will be shown in grey.
Cluster information panel: Hovering over the hPIN proteins will show specific similarity-based cluster information in this panel, regardless of the colour mode chosen from the dropdown menu of the
Proteins panel .
Technical remarks
For full functionality, this webtool requires browsers with SVG rendering support and Javascript enabled. We have tested all the webtool features on Chrome ≥ v55 and Firefox ≥ 51.
Disclaimer
Protein age determination based on sequence identity is error-prone due to non-continuous evolution, extinction and sequencing biases. The labels of similarity-based clusters represent the most over-represented BPs,
CCs, MFs and KEGG pathways associated with their constituents. This means that some cluster members may not be involved in or be part of such biological functions, cell compartments or pathways.
Who's behind this?
This is a project of the Computational Biology and Data Mining Lab , hosted by Institute of Molecular Biology at
the Johannes-Gutenberg University .
For information and feedback, contact Dr. Gregorio Alanis-Lobato or Prof. Miguel Andrade-Navarro .