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ITGA7GRB7PAK1DLG4PIK3R2ERBB2IPCD82ERRFI1MMP7PICK1TLE1SMAD1KDM5BSMURF2CBLPLCG1PRLRTYK2MAPK1BTKTGFBR1SYKSHBPRKCQTECIL6STHNRNPKSLAPTK2BEZH2LCP2ZYXSH3BP2SIAH2LATARHGDIBSOCS1CBLBBLNKVAV2RACGAP1DOCK2PECAM1CD36RPL10ERBB4NPHS1NATRPV4TIAM1SP1ELF1NKRFTBPMAPK8PPP4CNUP155SUMF2ETS2HSPA8GTF2BARHGEF1RELLYNPIK3R1PTPN11NF2PTPN6KITLGSRCMATKKITPTPROGRB10FCGR3ACRKLDOK1GRAPGRAP2SH2B3CD81MPDZLCKSTAP1WASCD24PTK2DAB2CCR3FGRSLAMF1EBNA1BP2MAML1INSNOTCH1S100A4NFATC1SND1CBX3CBX1C9FZD1GDI2OPTNMAP4K2RPH3ALC8ASYTL4RIMS2RPH3AKDRVEGFAPGFVEGFBSETDB1ARAFNCK1RALGDSRASSF5DSTNPDE4ASHC1PRKDCPIK3CGMAPK3KHDRBS1UBXN11NCR1BCAR1UNC119TRAT1SKAP1SKAP2NCR3GAB2PRAM1GAB3PPP1R15AINPP5DCBLCBANK1GP6EVLNEDD9JUNSPI1POU1F1RB1NR5A1CD5NFYAGTF2F2ABL1TPM1HCFC1TAF1ARCREBBPRUNX2STAT1STAT4HMGA1SMAD4PIN1NACASMAD2SEMA4DFOSL2SMARCD1VDRSUMO1NRIP1TGIF1NCOA1EP300MAPK9TSC22D3TCF20SMAD3DHX9ATF3HIF1AMYBBP1APRKD1DDX21SPIBATF4COPS5RFWD2TBCBHDAC3UBE2IRBM39BATFCREB5NELFBRPL18AJDP2FHL2ZMYND8CHD6RHOT2SMAD5CEBPBNONOGATA1IRF4OPRM1ELANESLC9A3R1HDAC1CTBP1HDAC4KAT2BZIC1ZIC2SUFUSTK36ZIC3KLK2FZR1NHEJ1ZAP70ITKBLKSH3KBP1INPPL1SPRY2UBE2D2CD151UBE2L3CD2APSORBS1SLA2PTPN22FRS2DNAJC1UBASH3BRHPN2ARHGEF3RTKNKCNA2OPHN1MCF2KTN1PKN1DGKQROCK1TRIOARHGDIAPPP1R12ACNTNAP1PLD1PKN2PDE6DARHGAP1ARHGDIGAKAP13RABAC1ARHGEF4VAV3ARHGEF12CITARHGEF11SRGAP1DAAM1ARHGEF2DEF6RAP1GDS1TRPC1CNKSR1ARHGEF18MCF2LRHPN1OAZ1OAZ2ITGAVGRNTTNCIB1FEZ1VAPAPAXIP1MEOX1MEOX2MYBID3KPNA1DAXXTLE4NKX2-1ATN1PAX9REG3APLSCR1PTH1RPTH2RPCNACDKN1BNCOA3CDK6AKAP8CCNDBP1RBX1THRATHRBHERC5NPDC1BMP4PTHLHSLC9A3R2KPNB1JUPF2TAP2PDIA3TAPBPKALRNRASSF9UHMK1PEX10ABCD3ABCD1CA2PEX19ABCD2RXRANCOR2NCOR1DUTDAP3PPARGC1AGADD45GMED24NR1H3YWHABAIPNRBF2HELZ2MECRSLC2A4MAP4K4PIGKPDGFRBCHP1CDKN2ACD28CD7HRASFESTESCERBB3CSF2RASYN1RRAS2UBTFTYRO3IRS2GHRRAC1TUBA1BADAM12CD3EPIK3CDPIK3CBIRS4GAB1POLR1EYWHAGAGAP2IFNW1GNAQPIK3R3RASD2YWHAZIFNB1PFKMS100A1S100BPPP1R3ASLNPLA2G2APDGFRASOS1NTRK1NTRK3MST1RTUBSOS2DGKZGNB2L1PLD2PICALMBAG3STAT2GIT1LAT2TNK1TRPM7TRPC3PLGNIT1ZBTB44PIAS2PITX1NR1I2PRMT1NR1I3RNASE1HIPK1APCPTPRFCDH1DSC3CDH5TCF7L2PTPRKPKP2PTPN14BTRCSERPINE1IFNGSPARCTHBS1C7JAK1F10KNG1SERPINF2DEKPRPF40APLATPLAUVTNCLEC3BYBX1SERPINA5IRF3FAPARR3TP53ITGB3EIF2AK2PTPN1PDGFBPTPRJSNX1GRB14COPAS1PR1NCK2SNX2SNX4PROCTHBDCXCR3LDLRPIRTLN1ILKITGA2BITGB3BPCITED2CAV1PDGFCSNX6GP1BACITED4SELPLGSELPSNX17SERPING1AP1M2PVRL3CD226PARP1RPS3AXRCC1SF3B1POLA1MYBL2BUB3ZNF423WRNNCOA6APTXPARP2RBM14RAB3BLEMD3PKD1DIAPH1TNNI3CSNK1EPPP2R5AKIFAP3SIAH1PLTPBUB1MAPRE1DLGAP1KCNQ1KCNA4PTPRAKCNAB1KCNAB2KCNA5KCNA3MAP2K4GPLD1E4F1DLG2RBP4APOA1SECISBP2VASPCALRATF7IPWASF1WASLRHOQFMNL1XPO6ENAHCANXCLUPPIBSTIP1HSPA5RBL2E2F1SMARCA2SMARCA4SIN3AIGFBP7TXNDC17RPA1FEN1RFC2SUB1CDKN1CMSH3LIPCCHAF1AING1HUS1RAD9APOLHMTTPMUTYHGADD45BCCNOAPEX2POLEMSH6POLBSGCDHSP90B1MCL1ZNF587DNTTPOLLPOLD3CHTF18BGNPOLD2POLDIP2SOCS3SOCS2PRLPRDX4ARHGAP9KLK3MC5RPLK1PSMA1PSMA6XRN2PDIA4PSMB9PROCRSEC61BDNAJC3METAP2MAP3K5ASH2LIKBKBTARBP2PTGES3PPP1CCPRKRIP1PPP1CAMAP2K1MYCMAP3K4MYOTPEBP1PEBP4MAPK8IP3KSR2SMAD9EPHA2APOELEPRLRP1PXNLAIR1SIT1PILRASLAMF6SIGLEC11BTLAC6orf25TREML1LILRB4PSAPGRID2NEFMF5F8TEKCNTN1NRCAMMAGI3PRKCDSSTR2CTNND1NAGKSIL1STAT5BMYOZ1LRP2FCGR2BLILRB2CD300LFDNAJA3DKK1LRP8CLK2GSK3BCLK1MAPK14PRKAR2AAKAP14AKAP1CBFA2T3AKAP9AKAP5AKAP3AKAP6AKAP11AKAP12RAB32HSPA1AAKAP2ARFGEF2MYCBPAPPRKAR1APHLDB2TXNRYR1PYGMAGERIL13RA1PRMT5STAM2FERTMF1FGF10EFNA1ACP1CD247SGCGHNRNPLFCRL3PRKCERPS6KA3ELK1DUSP3SREBF2MAP2K2C1QBPSTAT5ARPS6KA2DCTN1DUSP4PTPRRSNCGANP32APEA15RPS6KA4NEK2MKNK2SETUBR5TNIP1MKNK1MAPK4PRKCAKCND2AVPR1AOGG1FSCN1AFAP1PRKCBNPHP1MDKRGS2EIF6GNA13PDPK1PDLIM5RIPK4PLAURHK2CFTRVDAC1COPB2EIF3EADAM9LPLMYOZ3PDP2RASGRP3PDP1F9GABRA4ABTB1MMP14ITGB2PDE4DTP73IFNAR2PABPC1RASA3ST7NSMAFHABP4AGTRAPLRP12PSMD8IRAK1NFATC2PRKCZSQSTM1TRAF6FADDMAP2K5DAPK3PARD6APAWRFEZ2ADAP1PPP2CBPARD6GPARD6BCAPZA1APPADORA2AS100A11IQGAP1NDRG1STK38AHNAKAPBB1FECHABCB7CDC6PSMB8SPTAN1KRASDAB1STX12SPINK7MAFUSF2MAFGMAPK8IP1SOX9DMBT1GIPC1EIF3CEXOSC5PDHA2PDHXITGB1BP1PDHA1RABGGTBPTP4A2RAD18UBR2ANGMAPK8IP2CHMNOS1APRABIFSYTL5RIMS1RAB3IPGULP1TRIM29CAMK2GTPM2MAP3K11SYNJ2BPDOCK1IQGAP2PPARDEIF3FGOLGA5USO1BLZF1STX4RABEP1KIF3BRAB11FIP1RUFY1NR2F6RBSNSDCBPEEA1RIN1MYOD1RAB37ALS2CLRIN2RAB6ABICD1ERC1RABGAP1KIF20ABICD2OTUB1UBA6RIN3RGS14RAPGEF6RGL4BCL11ARAPGEF5RMND5ARGL2RUNDC3APIAS1FLNACNKSR2RALBP1EXOC8EXOC2RALAZFYVE9RALBPPFIA2PPFIA1EFNB2EFNA5KPNA2RAG2RAD51EPRSFANCD2BRCA2DMC1RAD51AP1RAD54BBLMATMGRK1GRK6GRK5CSNK1A1RANRANBP1KPNA3XPO1RANBP3ATP6AP2DNAJC7RPA2RPA3AIMP1XPARPA4RAD52TBCDUNGORC2SERTAD3YWHAQPAFAH1B1CLASP2FTLTMPOPNPLA2TGM2QARSSUV39H1MORF4L2AHRE2F2E2F3E2F4RBBP5PRDM2BAG1RING1PA2G4SNAPC3MNAT1MDM4RBBP9RBBP7RBBP4SNW1CBX4GRIN2BPRKRAUSP4CCNT2CCNA1TRIP11ENC1TRAP1FRKTRAF1NDC80EID1RNF40KDM5ATHOC1MORF4L1ARID3BCREG1TRAF2PELP1AATFHBP1LIN9TRAF3E2F5TNFSF13BNR1H2TDGPPARGPSMC5NR4A2NCOA4BRD8TRIM24MED1TRIP4TRIP10COPS2NR0B2UBE3ANFKBIBADRB1NCOA2NPAS2EDF1NSD1DNTTIP2RNF8ADRBK1CLTCRARBSRFCSKCYP11A1CLPBANK1CXCR2SAGTAL1ISL1LDB1RRM1OPRD1RRM2BABCE1MGAT1STAU1RPS6KB1AP2A1ASB2SNIP1CAMK2DIPO11LAPTM5PDCD4PBX2ARF6SUMO2RPLP2RIT1RIT2ACTN3SUMO3DDX17DDX5DVL1SNRPCNUDT21ZRANB2SRPK1CCR5RYR2FKBP1ATRDNHOMER2HOMER3HOMER1RYR3SRIFKBP1BPRKACAAHCYNSFSCTARFRP1CYTIPNEDD8DVL2HTR1DCYTH2STX1ASEMG2TNPO1IPO7IPO8CSNK2A1SMN1SNRPD3DLG1CLNS1ADDX20GEMIN4WDR77WBP4CCL3CCL4L1CCR4MDM2CAV3PDZK1CHP2CFL1FXYD1METTPT1EPB41L3CORTPTAFRAVPR2SSTR5TRIP6ANXA7PSEN2GCAAP1B1ITSN1ABI1SPTBFANCCGRIA2SHANK1FANCAMAPK10SLC9A2SPAG4SPAG5OBSCNOVGP1YY1NR0B1TWIST2CHEK1AXLGATA4TRERF1ZNF653PNRC2ADRB2TIMP3TIMP1SPOCK3TGFBR2MMP25DRD3SNAP25CACNA1AS100A13SYNCRIPSTON2DRD4SV2BHIST1H1ESYT1HIST3H3MED30MED9DAG1MED11SNAP23VAPBVAMP8STX11CPLX1EGFRCCL5CASKTUBBEPORTUBA1AVAMP7SCNN1ASCNN1BSCNN1GFASLGSLC6A9STXBP2DISC1FGFR3NAPASTXBP5KCNB1TXLNATXLNBSNAP29SEPT5FLT3VAMP3STXBP3FLT4TRAF5SIVA1CD70CD8AITGA1CSF3RRASA1DUSP14LRRC23JAK3HTTIL2RBSECTM1VHLPSMC4MYOZ2IRS1PSMC3IPFBXW7HLA-DRB1IL16PIPSPG21JAK2GLMNFKBP4EPB41L2BCRARFGEF1HDAC2AKT3ANXA2MELKCDC20ALOX5CCT5CCT7WRNIP1CD2BP2PSTPIP1MAP2DPP4CCR1MUC1SDC4CHD3ELSPBP1TEP1HNRNPCPINX1SMG6MCRS1SMG5POLR3ERETACVR1BEEF1A1TXNIPCRKGNA12CTTNSCARB2CDC34CSF1RMOB4BANF1AKAP8LERBB2HIST4H4NR2F2PHB2P4HBRAF1ADAM17MYO7APRKXAKAP4AKAP10AKAP7MYBPC3MYOM1MYOM2TRIM63ANKRD1ANKRD2ANKRD23WEE1RNF2E2F6NFYBPRNPNFYCZHX1ZHX2CNTN2CEBPZPURAMEF2CMEF2DSP3KLF10KLF6KLF4RARAPPP1R13LZBTB7APOGZGABPATAF4FBXO5DRAP1GTF2E2GTF2H1AESGTF2A1TCEA1GTF2H4TAF6GTF2F1SMARCB1SMARCC1TRIM28NOLC1MED23VGLL1YAP1VGLL4HTATSF1PDLIM1TAF5URI1POLR2ESP4SKP2BRD2SP2NDNTFDP2TNFRSF1ATRRAPCUL1TP53BP1TOPBP1ARID3ACDK7XPCCCNHFUBP1REPS2RFX1EPHB2PAK2NRAPOCRLABI2YTHDC1SORBS2CABLES2SHDZDHHC16DOK3CEBPEHIPK2NLKPTPN12TFRCTFR2HFERANBP9GABARAPSHOC2BRAPRASSF1IKZF3GPSM2TTC1RGL1RASIP1HSH2DHDAC6RAPGEF1RASSF2TUBA4ABIN1GTF2IMYPNCCNT1DNMT3ASUPT3HNMIZBTB17PFDN5ACTL6AMYCBPEPHB1MYCBP2DDR2EFNB1EPS8MYLKPTPRESMARCE1PTPN21TRPC6SNTA1ADAM15ASAP1PDE6GSSX2IPND2SH3BP1RELBPTK6RGS4NRG2TGFB2FMODTGFBR3ACVRL1EIF3IYWHAEPZPVASNTGFB3AP2B1SMAD7STRAPTGFBRAP1MAP4K1PPP2R2AZAKCCNB2RAVER1KPNA4PLCD1L1CAMNCANCNTNAP2DNM1JAG1JAG2DTX1NUMBDLL1ITCHMAML3TNNT1TNNT2PIK3C2BTNNI2TNNC1AICDARHEBTSC1GRIN1USP8MAP1LC3AHSPH1STARD13MARK4RAB8BSYT9ARL8BCENPJTUBGCP3TNFAIP3IKBKGCHUKTAX1BP1LDB3TNIP2EPHA4UBE2ABCL2L1NEU3PTGS2HNF4AELLHSPA9TOM1L1CSNK1DTSG101CCNG1PTENZNF148VRK1MAP4K5STK11USP7UBE2KPLK3TP63CDC14ACDC14BMTA1MED17PTTG1EFEMP2BRF1TAF1ATAF1BTAF1CWWOXWT1CUL9GNL3HSP90AB1PIAS4RCHY1ATRTP53INP1ING4COPS4TOPORSTP53BP2GPS2TP53RKPLAGL1SETD7MDC1ING5CABLES1BANPDAPK1TNK2CASP7CASP10PIP4K2BRIPK1RIPK2MADDBAG4TNFSF13PSMD2TRPC4APRIPK3SPRY1SELLLAX1USP6NLTRAIPSYNJ1ACTN1NCKIPSDMAP3K8PLCG2SYNJ2FIGFRALGPS1NGFSHC3SH2B1KIDINS220NGFRAP1U2AF2NXF1RP9DDX6SF1LY6G6FGEMIN2TCERG1UQCRC2RTN4COL17A1MED28GGA3SHKBP1CUBNCSE1LGRB2CA9CBLL1MSNCCL17CCL22ITGADGPC1NRP1ADAMTS1PTPN2LGALS8RELNVIMARMCX2CTNNA1CASP8PKP1CRMP1PPLBFSP1SH3GL3MICAL1UTP14AUPP1PPHLN1UPP2COPS6CEP126CORO2BKLF1ETV6AMPHLACRTITGB8CYR61BAK1VBP1HNRNPA2B1TCEB2TCEB1CUL2CCT3HIF1ANJADE1USP33CDCA3LIG3PNKPNEIL1RPL7ZNF174POLR2ASCAND1PRKAA2PRKAA1LSM1C1RDPYSL5SERPINB8FANCEFANCGFANCFZBTB32KLKB1PLNF11NEU1F12FLNBATP6V0A4TRAF4SYTL1NCF4RAC2PRDX6PDK2DLATDLDBCKDHBPYCARDSLC4A8PRSS1DLG3USH1CVEZTXAB2CETN2RAD23BRAD23AMID1IGBP1MID2SFI1ATOX1CASRFBLIM1CMIPOGTPDCD2CREB3CREBZFHCFC1R1MTUS1PTPN13RGS3HNRNPUSMC3RAD21FKBP2DTNAPRXSTX7PYGBAP3D1XIAPMAGED1CASP3CASP9MAP3K7TAB1TAB2DIABLOHTRA2COMMD1XAF1STRADBSFPQIDH3AIDH3BHECW1PNMA1PARD3SMG1ATP6V1G2RAB9ARAB1BRHODATP6V1HDCXPPP1R9BNPR3BYSLMSH4PPP6CPPP2CAARHGEF7NPPBNPPCKCNJ4APBA1PARK2LIN7ATSPYL2TBR1ID1NRXN3NADFNB31LIN7BCASKIN1NRXN1NRXN2CNTNAP4FCHSD2PSMD10MED29FSIP1EIF5EIF5BIPO13NCLCDK8MED26MED8MED13GUCY1A2CRIPTGDAEXOC4SYNGAP1SKP1HIST2H2BEGYG1EBPLNCS1FGBPJA1DLX5ROR2PJA2NR3C1UNC5ASLC2A1MBL2PRF1PPM1BTANKRAB11BZFAND5TRAF3IP2SLC6A4CARD10COPS3CD1DTFCARD8TIMM23HIST1H3AVWFCBX5SBF1HDAC5TRAK2TRAK1HSPA13PARVBPLAABCORHDAC11ZBTB16MYD88IL1RAPTLR2IRAK2IRAK3TOLLIPIRAK4TIFASIGIRRIRAK1BP1PELI3PELI1PELI2PLIN3RABEPKCTBP2BADTSHRUPF1TTC19UPF2ITGA3SH3BP5IBTKCAND1NUP153NUP62NXT2NXT1EPN1EPS15TRIM21STMN2TRPC4SF3A2SUPT5HSTAMTIMM13PDCD6SH3GL2TJP2NASNTB1SNTB2DTNBSNTG1SYNE1GMCL1BCLAF1RAB7AGAS6WIPF1FYBITSN2RHOJWIPF2TNS2BCAP31BCAP29MRGBPMRFAP1ETF1GPHNUBE2NEDARPOU3F2ATXN1TXNL4AWBP11SUCLG2SUCLA2RANBP2C1QTNF1CASP2ZFPM2LMAN1PHYHHPRT1HIVEP1CD84SLAMF7IL15IL15RACISHCA4FXR1NUFIP1FXR2CYFIP1CYFIP2NUFIP2SPNEFEMP1ASS1TIMM44PRPF6NELFCDPBKPIGHPIGQPRPSAP1CDK2AP1RBMS1HELBPDK1SLC4A1APZMYM2ARL3LIN7CSYN2MMP1AP1G1TAF2TAF7SLC16A1TAF10TAF9ASF1ATAF8NR2C2NR2C1FOXA1TGFB1I1RNF4CD2SVILCDC37RNF14PAK6SRYETV5CDK5R1MS4A1RAD54L2SART3ZMIZ1EFCAB6CDK9TFEBTFECCD40LGMAP1SRFX5RFXANKNFIBNFICSAP30EEDRYBPATF6SS18ARID1BACTL6BLBRFNBP4KIF5CSCN5ACDK5R2ABCA1PTPRNMAST2MAST1RTN1APAF1BNIP1BNIP3FYNBIKHRKCFLARBCL2L11BECN1FKBP8AVENBCL2L14NFKB1BNIP3LSPNS1PMAIP1MOAP1NFKB2BCL2A1BCL2L10SH3GLB1FOSMAP2K7SH3RF1VNN2MAGI1APBA2LDLRAP1PIP5K1CRBP1ANKS1BLRP2BPANKRA2GTF2A2DR1SNAPC4IKZF1SNAPC2BTAF1BRF2PAX6BARD1FOXF2TAF1LTAF13GTF3C3TAF11EFSN4BP2TFIP11BCL6SCARB1LCATJUNBJUNDDYNLL1PDE4DIPDNAJB11A1CFKIF3ANFE2L2NUP98STAT6RPS6KA1NEUROG1PHOX2AKLF5HDAC9ONECUT1AIRETGS1NFE2NFATC4HDAC7CARM1SRCAPPAX3WDR44SEC31AKIF13ASERTAD1CDKN2AIPBCL6BTIAF1SHFM1BUB1BHMG20BC11orf30BCCIPMAGI2DHPSRPL5SIX3PTRH2RUNX3FOXA2TLE2PRDM1HES6MLLT10BACH1BACH2BAIAP2FASNS100PTIE1ANGPT1ANGPT2ANGPT4DOK2GCHFRNEDD4WWP2NEDD4LANK3H3F3AHIRIP3NFU1CCL19CCL25CCL27CXCL13RHOARNTLNUCB1ARHGAP29BRD7PKP3TCF4GTF2A1LPMP22PEX12PEX13PEX14PEX3RCOR1PEX16PEX11APEX11BSLC25A17PXMP4ZNHIT3PPARGC1BPDCLEAF2EAF1SNF8IARSOTX2EN2GSCDUSP1MAP2K6GMFBMAPKAPK3MAP2K3DYRK1BDUSP16STK39SPAG9GIT2DUSP10HAP1PCNTBBS4AP2M1CXCR4TNFSF4KIF5BSYT3STX2STX3FABP5SNRPD2SNRPD1GEMIN5HNRNPRLSM2LSM4LSM6LSM7GAR1GEMIN7OSTF1LRRFIP1LRRFIP2LHX3PECRISL2CSTF2CSTF1DDX1SYMPKRAD51DIMMTTCF12MSCSLIT2RFC5SPENPEX7AP2A2CABIN1NEK3TFB1MTFB2MMERTKMBIPMARK3GLRX3TRIM25SFNTFGUBE2L6NTRK2EIF2B1AP3B1ARFIP2EXOC5RAB11FIP3SCN2ASPTBN4KCNC1HNRNPH1HNRNPFNCBP2EIF4G1WDR1EXOSC4ASCL4SCAPINSIG1B2MHLA-ANFATC2IPEIF2AK3MAFFHLA-BPMF1KEAP1HLA-CPOU2AF1GNGT2HLA-EHLA-FPPP1R14ACAV2CD1BEIF2S2CD1ATBK1NCKAP1EIF2B2MINK1SOCS7TNIKKCNJ11BIDCTSKTBPL1FCGRTFCN2EPHB3FHL3HTR1BEREGRNF41S1PR3GPR26MCM5TRADDIL27RAELP2IL12RB2CEACAM1CEACAM6SHCBP1MAPKAPK2IFT172GOPCTBX5NKX3-1SSRP1MYOCDMKL1MKL2CEACAM8S100ZCCHCR1GATA6CXCL8HCLS1CXCL1BIRC2BIRC3CCL2BIRC5EPB41BIRC7MPP1GORASP1CRADDNOL3CASP14NOD1NLRP1PSME1PSME2PPP5CCRY2PPP2R1ALAMA5MAPK7SOX18BCL10IKBKAPUBE2E3NLRP4BMP7CTLA4LY9SGK1PLAG1NUP50ARL4AARL5APTBP1PCBP2OSMRLIFPIAS3POU3F1SRP14CD79BARL6IP1ENGMAFASPOPSYN3ARHGAP26RB1CC1PPP1CBICAM5KCNIP3UBQLN1NCSTNAPH1AAPH1BPSENENKCNIP4SCNN1DRAB11APTRFFNTABAZ2ACCNE2FOXH1REXO1SOCS6LRRC41COL2A1GDF5BMPR1ALIMK1GDF9BMPR1BFRS3MGPGDF6NABMPR2INHBAH2AFXNBNRAD50NOGCOPB1COPG2TRIM26MIB1GFRA1GFRA2SOSTDC1HDAC10CHD1NR1D2NR1D1NR6A1CBFA2T2HEY2ZMYND11TBL1XR1DACH1AIMP2KARSADCY5GDE1PER1ANKRD6UGCGKCNJ9PPRC1EXO1CXCL9CXCL11TJP1ILF2C1DXRCC4SGCZCOLQBNIPLKLF13CRHBPCRHR1SGTANEUROD1SALL1TNKSPOT1TINF2IL18BPIL18R1KCNK3ADAM19COPELTBRTNFSF14FOXO3DCP1ASTK11IPDLX1TOB1EID2RGS16RGS7RGS5GRM7PLCB2PLCB1RGS18PTGIRRIC8ABPTFCLDN5CLDN4CLDN3CLDN1JAM2JAM3KIRRELCLDN2CLDN7CGNCLDN8CLDN6ACVR2BTJP3CACNB4CABP1EFHC1KIF1BBEGAINCAMK2AKIF13BTJAP1DHDDSMAPK12NUP88NUP133TPRACVR1RAE1VCPPSMC1ATXN3PTPN3AMFRNSFL1CTOMM34UBE4BVIMPDERL1VCPIP1GAKEHD2CLINT1NOS1HIP1AP2S1RAB11FIP2NAGPANEUROD2CDR2EDNRBMALLPKMYT1KIF20BPLXNA1RND1UBAP2LNTF3ANXA11CPNE4PDCD6IPPEF1SNRPFLSM3CDC25BCHRNA4CADM1PPM1AMPHOSPH6TNFRSF13BCLPXP2RX4CDC25CMAP3K2NACCL3L3CCL23IPO5ZFP36RANGAP1RGPD6XPOTXPO5RANGRFNEK9NUTF2TSC2RANBP10MCM6ORC1MCM3ORC3ORC6CDT1PRKCIORC5MCM4ORC4DBF4MCM10DNAJB1PRKRIRTLR4TMED1EYA1HNRNPDKLC3ASAP2LPXNPITPNM1PITPNM3PITPNM2PIK3R5DVL3DIP2ADTNBP1SYNMSYNCSATB1HRDNMT3BSAP18KLF11MBD2MBD3CDYLBRMS1TGIF2DNMT3LPHF21AMIER1SUDS3PHF12TRIM27BRMS1LRECQL5ASF1BTLX2DYSFJPH2TAOK2EXOSC6HGSVPS35SNX5MLF1YWHAHKIF1CRFC3ADAM22TPD52L1REM1BSPRYSNRNP200UCP2TESK1UCP3DHX15MLXIPPI4KBCABP2RAD17HAX1SMOSAFBLIMK2PAK4LATS1RFX4BRCA1FRAT1MED6CDC16ZEB2MED15CDK2VANGL1EPHA7MLH1DMAP1VPS28ATF1VPS37ALRSAM1VPS37CCDK4NRBP1CCNA2CCNB1ESR1ZNF622CTDP1NR2C2APUPF3AXRN1RELABRD4AKT1FBXL2FBXL3FBXL4FBXL5FBXO32FBXO2FBXO18FBXO7CACYBPCUL7FBXO4FBXW2FBXW8FBXL8FBXO9FBXO17FBXO44RASGRP1CCND1SNAPINBLOC1S5BLOC1S4BLOC1S2BLOC1S3BLOC1S6ESR2UBDMAD2L1BPMAT2BMYO10NFIL3STXBP1TUBG1PEX1PEX26PTCH2SEPT9INSIG2ACACATAF15GIGYF1GIGYF2TNKS2SMC1ACASP6CLGNKCNJ5PAFAH1B2PAFAH1B3NDEL1NUDCNDE1FNBP1UBQLN4DYNC1I1MCFD2UBE2G1UBE2E1PTPRDATF7PSMB4SMAD6CNOT7CNOT8YEATS4NEO1UNC5CMRASTWIST1UBE2D1UBE2D3PGRMASP2NAPGGOSR1STX8BAP1PMLPRR5PKIAPPP2R1BNUB1MYOCOLFM3REXO4CHEK2DDX54SMNDC1ZNF350STAT3BRIP1CAP1CKAP5RND3EIF3GTNFRSF9TNFRSF14TNFRSF11ATNFRSF18MAP3K14TRIM37TNFRSF12ATNFRSF19TNFSF9HIVEP3LMO4PABPN1MED21RPL6INACASC3ARNTMVPTFF1BAZ1BTOMM20PBX1GPS1COPS7ACOPS8ZNF354AZNF197SERTAD2EIF4EDEDDDEDD2TNFRSF10ATNFRSF10BNR1H4FAF1ITGA6CASP8AP2ITGB4IFT57HIP1RKRT18SPRY4TCAPFSTL3ASCL1GATA2ACTN4LMTK2C5DUSP6IER3GMNNNAP1L4BLMHARVCFCCL20EFNB3ACRNR4A1TOMM22OTCARNTL2PRKCSHDFFBDFFACIDEBCTNNB1SPHK1ERN1TAB3TAOK3TRAF3IP1TRAF3IP3CDH4STAMBPCDH11LRRC7SENP2BOCASNA1SKIARFGAP1BMFBCL2L2CDONESRRBCDH3DBNLLASP1NEBLSTAP2GGA2GGA1RPL23AWWP1DMPKMPRIPPHYHIPTERF2TERF2IPCRHCRHR2PPP4R1PPP4R2EIF3JEIF4BEIF3BEIF4G2CR2SPDEFELAC2CBX7CBX8PHC1FHOD1PAK7ARHGAP15DOCK8CDC42BPGNOXA1RCC2SEMA3ASMARCA5MTA2BAZ1APOLR2JPSMB3PSMB7TRPV6PSMA7PSMA4CAPNS1CAPN1MSH5MLH3INADLMATN2MATN4TACC2TACC1NUCB2TLR3TIRAPBCL2HSPB3NGEFARHGEF15EFNA2KCNJ16EIF3LTUBA3DKIF22TUBA8KHDRBS3PEG10PPP3R1PPP3CACAB39ULK1NFASCATXN7RCAN2UBA2SAE1CASP4BIRC6KCNQ3DIS3EXOSC9EXOSC8EXOSC7KHSRPEXOSC2CRY1PER3ATP7BKAT2AWBP2DAZAP2PMEPA1WBP1RNF11N4BP3LITAFNDFIP2TAX1BP3TTF2TRIM32S100A6PLK2RILPRNF115SNAPC1NRGNHSPB1MLLT6OTUD7BCALCRLZRANB1TMED7-TICAM2ZNF675LIMS1LIMS2PARVAILKAPCAPN2MRPL12PACSIN1PACSIN3IL2RGDNMBPSHANK2AQP3POLR1AEWSR1RPL11HAND1HEYLHAND2PPP2R5DGRK4CCSCNTNAP3HSP90AA1DNAJA1TCF3DNAJC5ZNF473MAPTMAP3K6DAB2IPDUSP19MBD4HIPK3SNCANTSSTEAP3POP1RPP30RPP38RPP40RPP25ACBD3ARL1PTPRHAFF4HEXIM1NELL2GNB5PPEF1PARK7CNN1SCAMP1SCAMP2STX6HSPA2TRPV1MYO9BKCNQ2PPEF2GPR37SYT11EPAS1BHLHE40SNUPNADARNMD3PHAXCCR9RAB33BTMED2TSNAXGOLGA7DTX3LABI3PAK1IP1GRM5PYGO1PYGO2RBM8AALYREFPCBP1PIK3R4PPM1LCAMK1PNNHIC1KLF12FOXP1SOX6ZFPM1KLF3ADGRB1NET1SYNPOFHL5ZNF638REV1CDC5LPAIP1EIF4G3TNPO2HNRNPUL1KCNN2KCNQ5ARL2CALD1BAIAP3SIN3BESRRGESRRARORBMCM3APCDC7HAUS1JMYSENP3KATNA1PSMD5CLSTN1NECAB3MAD2L2SNX9SH3D19NPHS2SEPT8BNIP2KPNA6ELAVL1PRKAB2PRKAG3PRKAG1PRKAG2MARCKSAGPSPIP5KL1KCNN4MEF2AZBTB18RAD51BXRCC3IQCB1SNAPC5UIMC1AURKBUHRF1TRPS1PATZ1AP4B1ANAPC7POLR3ASMPDL3ARRAGDCHMP3PLRG1KAZNGHRLFZD4NLGN1SEMA4CNLGN2DLGAP2SIPA1L1DLGAP4GRASPKLRD1SAFB2NCAPGMAPK6UBOX5AEBP2SMURF1RNF111PDLIM4LPAR2RERENUP210TPM4LHX2DCTN2SH2D3APCGF6CIRBPKHDRBS2BTG1TSNTSNAXIP1MNTMXD4MED25EP400IKZF2IKZF4LY96PPP1R12BPPP1R12CPIGTWASF2CIR1AP1M1AP3M1ABCG4CLSPNCHFRFBXW4FBXW11CACNB3PPFIBP1ERC2IL17RAANLNRAD9BHUS1BSRRM2RNPS1PRPF4BPPIGUBA3UBE2MCUL3NAE1GOSR2SEC22BSCFD1BET1MPP5ITGB1VPS18VPS11PBRM1MAP3K13LPACD3DHHEXADGRL2ADGRL1TNKS1BP1PPP1R9AEGLN2INCENPCDCA8TNFSF15CDKN2CCHRAC1MPP6TRIM33PHLDA1LCTWNT3ASFRP1ZNF408RNF216TRIM38NOD2EDEM1CARD6CARD16NESCDK5RAP2EBI3CDK5RAP1CDK5RAP3TWSG1UBE2R2SFRP2SH2D1BTNFRSF21DPM3MESDC2NISCHRNMTNLRC4CARD11CARD14CARD9MALT1NFKBIAC9orf89FASTKSNRPA1AP1G2SYNRGAFTPHVAMP4GABBR2JAKMIP1LSM5HINFPGPN1GATAD2AMBD3L1GATAD2BFBLN5TNFRSF10CTNFRSF10DRABGEF1SPATC1STX16VPS45TMEM189ARIH1RNF19ARNF144ALNX2LNX1RPS6KC1SPHKAPIRF7IRF5PPP1R10DYNLT1NXF2SLC22A12PDZK1IP1SLC22A4FIS1MLPHSYTL2MYRIPSYTL3RAB27BTROAPHSPB8TIPINTYROBPEFTUD2IKBKENUP107EIF2B4GNAI1EIF3DEIF3KGNAI2GNAI3RINT1ZWINTTNFRSF13CITPR1KXD1KLHDC9INCA1RGS9MAL2HCSTSORBS3EDARADDNCR2KIR2DS2TREM1CTCFMYO5BCCDC22WASF3ARPC3ACTR3PDZD2COPZ1STAG2MUS81LYSTPPP1R1BPOLR2FSP100MKI67MIS12DSN1NSL1ASCC2KIF2CHNRNPMVCANSPINT1UNC13BLOXL1POLR1CNR5A2TRIM3PAIP2ANAPC5PAN2MATN3CTNNAL1SPA17ROPN1ROPN1BZFYVE16CSNK2BATF2RAB3CGTF3C4BRK1PFDN2PFDN6TOP1GTF3C5RRN3CNOT1TOB2BTG3CNOT6RAB22AEEF1DFGF1GADD45GIP1LUC7LEEF1GFGF2MED31LUC7L2RUVBL1STK4KIF23SLC26A8ACTR1AKCNJ1TBC1D10ACAMKK2SHARPINFRAT2SGK3NINSTK3NBL1HSPA14WWTR1PAPOLAOSTM1PARP4ST14ATG3ATG7KIF17DCTN4HOPXKREMEN1ATF5TFPTBACE1FLOT1ZNF335FOXP4IL22RA2IL22RA1CEP152RPL14RASAL2GSK3ARASSF8THRAP3PRPF38BRMDN3EML3TMEM102DYRK1ASH3BP4CLASP1RAI14OSBPL3SAMD4AZBTB21SRRM1ANKS1ASAMD4BLARP1MICALL1SF3B3CRTC2RALGPS2LUC7L3DOCK7LSRTBC1D1SRGAP2PKN3IL21MT2APPM1FKIF4ARAB11FIP4RAB11FIP5ANAPC2EIF4E2NUP58BOP1CDC42EP4CDC42EP2CDC42EP3EXOC7STIM1STIM2TUBGCP2POLR2CSMC1BTLN2TRIM55TRIM54GMEB1AGO2IKZF5UBE3CAGO1PIWIL1PIWIL2PIWIL4DYNLL2PTPN18ABI3BPMAPK15SLC34A1ADORA2BTRIM9F11RPMPCBCSPG5GRID1CLK4PACS1VPS29LRRC1SLC9A4DCP2WTAPCIAO1EN1VSX2RAB6BMLST8GUCY2CSEC23ACENPKEPS15L1POLE4SPC25NDUFAF3LSM10HGDBMP6PLEKHO1CSRP3PASKSKIV2L2EXOSC10GORABCHMP4ACHMP4BCHMP4CCADB3GNT2SMC4SMC2USP10CSNK2A2PPFIA4PCLOCDKN1ASTK26RRAGCARL6SYT8SYT7TOP2BPPIDIRX4NPLOC4TRIM7TRIB3SSSCA1TOR1BSF3A3BTF3DPH3TRIM8GTF2IRD1EYA2INHBBSGSM3SCHIP1CUL4AMED20MED19THOC7TRIM5TRIM6PCGF2MUC7EMCNPODXL2PCSK9ZNHIT1NOMO1RPL41P4HA2ERO1AERO1BPVRL4HSPBP1RTN4IP1RTN3FBXO38DAZ1EXOSC1ANAPC11COG3COG4HPS6TSC22D4TRIM11DET1DIO2GORASP2ACDTDHMAATS1DAZLPPIHATG5ATG10SMYD3KIF15NIFKPPP2R5ESTRNCCNKCCNL2PCIF1IGSF8PRPF19DNTTIP1HSPA4ANKRD11KCNV2KCNG3KCNG4SETBP1EYA3POLR2GPPM1JSTRA13SLC5A7THAP1KIF5ASERBP1MAPKAPK5SNTG2ABL2RUVBL2PLEKHA1CLCF1GNG7GNG4GNG13GNG3GNG2MLLT4USHBP1IL27VCLSF3B6EHD3STK35PIKFYVECEBPAPOP5RPP14IFNAR1EZRRPP21MTMR6MTMR7DXOEME1IFT20ZNF496LEF1MOB2NANOS1CBX2GABPB1PTPRZ1POLR1DARID4BKLF16ALG2RNF34VPS16VPS33AMTX1C14orf166USP9XTBL1XTSPOCAP2CNDP1DAPK2DROSHAIGHG1GNG12POLA2MPHOSPH10SSPOTSEN15STRADAMYLIPTCP10LUCHL5RRAGANOL8HAUS7RAB3GAP1PHC2DYNC2LI1DBF4BKCNMA1NPNTGNB2PTPRUSF3B2SF3B4IMP3CDH8PINK1TLK1GRHL3TUBGCP4SAP130EIF2AK1TXNL4BAGR3DLG5FMNL3GCC2GEMATXN7L1AMIGO1AMIGO2AMIGO3TCF7L1NIP7HCKCTNNA3ATP6V1DCBY1CHMP1BCTNNBIP1VPS4BAPC2HNF1ACDH7PKD2L1TNNI3KTAF12CRCPGAD1CDH9PTSAJAP1FNDC5KLRK1SYT13KLHL20ZMYND19NEURL2SOX17GABARAPL2POLR3FPOLR3CKLC2CENPHCCDC91CSTACAMK2BCSTBDDX56NUP37CST3EXOSC3GRHL1CDK19PTBP2CD244TPRKBMAP1LC3BSIK2SDC1MLLT1CHTF8HNRNPLLERGIC3MED18MED4NUP205IL6RSH3GLB2PAN3GABRR1PLEKDZIP1L3MBTL1POLDIP3HSPB9POLR2DCST5SERPINB3ATG16L1BET1LTOMM40DCXRCMYA5UHRF2SDCBP2SOX5RSU1CEBPDMSX2DBPCEBPGCDK3CCND3CCNE1PIM1PSMA3TK1CIZ1CKS1BNCAM1FGFR1BMXHSPD1MCM2MCM7PTPN9MAD2L1PTPRMRXRGPOLR2HCDC25ACAPN3PRCPGSPT2SSBP3MARCH2SUGT1GTF2H5IGF1RRFC4ARPC2ARPC4OGDHITGB6ITGB5CHD4PIDD1NFIXPLEKHG2BSNCREMGNAZABLIM1C3EPS8L1C8BECT2DARSMCM8DSG2PPP2R5BSEPT7CSH1SH2D1ARPSACHMP2ADGKHKCND3RAD1TCOF1TICAM1KCNIP2RPS6KA5CATCSF2RBGALEM6PRVAV1CXCL12PYGLTNFSF10SNRPASOD2SRP54POLR2BODC1NCF2NKIRAS1S100A8NME4GDI1ACPPCDC42ACTBACTR2FGD1MAP3K10ACY1CSPG4AGGF1ALOX12ANAPC10ARF1ARF3ARHGEF6ARNT2ARPC1BARRB1ARRB2ZFHX3BCAS2BCL11BBCL3C1SCALM1CCNCCD209CD4CD80CDCP1MED27CRXYBX3DDB2DDIT3DOCK9DDX3XDRD5DSG1DSG3DSPEGR1EIF4ENIF1ETS1FHL1FLNCCDC42EP5GNB1HIST2H2ACING2RBL1CDKN3PEX6RPS27ASAV1SF3A1CCNB3TRIP13RNF123GPSM1JARID2BAXBBC3LATS2PRDX3MX1METTL1TNFPF4S100A10BMP2G6PDAPCSIMPA1GSTM2PPBPPOP7PRKCHCLEC4MFMR1FZD8TESGRIA1NGFRPDHBMTMR2SPDYASORDCHMP6CHMP1ACUL5CRYBB1UAP1CTSCLHCGRNDUFA13ITGA2SERPINA1PHBVCAM1CNTFTPI1CKS2USF1IL5NPM1HINT1MST1CCL7PLP2GTF3C2POLR2KAPOHTERF1SNRPETPD52SREBF1SETD2ICAM2LGALS7CD9BMI1MIFS100A3SLC4A1BCAS1CBSHEXBHGFNFAT5NMNAT1GCS100A9PPP2R3AGGHMAD1L1PPIAPSPHTFAP2CSRP19VIPILF3RAB27AKAT5DCLRE1CLTFHBG2FBLN2MYBPC1RPGRDHFRHSPE1MVKHOXA5HTR1ACCKARGSTM3GSTM4CCKBRLMNALTBP1BMP1LNPEPGH1RUNX1EMILIN1NID1C4BPBHSD17B10HBE1ACAT2ADH5ERCC5MTM1MAGEA1CDC27ERCC6VSNL1AMY1AATRXIGF2URODACTA1POU3F4TTRKCNJ2ADCY6AMBPFBN1DGKDSSTR1S100A2NDPLIG4ATP5C1ACLYPHACTR1PLOD2CCL8DNASE1CCL21ACTN2PSEN1AQP1MMP9RAB3ACRYAACRYABCRYBA1CRYBB2CRYGCIL10NQO1RAB1ASTOMRUNX1T1EXT1EXT2RAB5AGSTP1FTH1FGAFBLN1HSF1HMOX1LDHBCGBMDH2FSHBPOU2F2SKILPKD2DPEP1PSMC3TBXA2RTGTPM3ITGA4F7FBP1NCF1LTC4SMUTSAT1TFE3LCN2ID2SSBP1RECQLCLCN3PVRL2FGF9GFERVEGFCPITX2TBX3MSTNGOLGA3LIFRPLOD3IL17ARPS19SLC25A11HSBP1CADPSSTK16HPSESTK17BGDF15UBE2CGNMTTKTFGFBP1G3BP1LYPLA1PVRL1CLTAUBA52GSNARSADCTDSSNA1VPS39ZHX3DZIP3E2F7TXNDC2ACY3PYCRLDTX2PCCBPROX1ABCC2PRCCAP3B2SLC6A2DNM2GSSCD6RAD51CTLX1MMRN1ARID4ABCL9TOM1PYYHMMREPN2NOS2NOTCH4ERGMYF6SNCAIPMCCFKBP5NFKBIESLC25A5DNAJC6CDKN2DUGP2PAICSPSMC6KCTD5ADRM1PSMD13MAGOHBTRAF7ADAMTS13PRKAB1DUSP7APBA3CYLDACTG1APEHMFAP2APLP1AGTANXA3SLC9A1ATP6V1E1BSGKELCALML3CEACAM5CETPCNTFRCOL8A1CKBCCND2DLSTPCBD1GADD45ACOL4A2ERCC1COL4A1RPS14FOSL1GFAPGLULGAPDHANXA5GPD1GYS1HMOX2COL1A1RFX2HOXA1HOXA9HOXB6HOXB9FN1MEA1IGHMIFIT2ITPKBIL11IFIT1LAMC2KRT19LAMB3KRT15KRT6AKRT17NME1POLR2LNQO2PTNCD177PNPSPP1NBR1TAP1PPARAPFKLSRGNPPA1UBE2BRAB2ARAP2BRXRBLMO2RPIARPS25RPLP1SNRPNTCL1ATNNI1TDO2VIL1ZNF24ZBTB25GCSHMAGRBM10ASMTLMAGEA4ZBED1TGFB1RAI2ENOX2PIM2DYNLT3TEX11SSX4BRAB33AMAGEA11PRELPCTPS2EMDLDOC1RHOXF2MMP2FATE1PQBP1PRPS1CD99SLC35A2SLC25A6SYT4LAMA4IGFBP3SEC13MTF1HPCAL1PCM1RGRDDR1NT5C2AQP5VPS72TNNT3ECH1RORAZNF165CRYBA2SEPHS1SMCPFHITSIX1RFX3USP5SEPT2ALX1NDUFA5TEAD4SMARCC2FZD9SH3GL1SERPINB9NME3ITPK1EML1CSNK1G2SALL2ZSCAN9STK25TADA2APPIESIRPACOL8A2TMSB4XGOLGA2DCNSPG7PHF1FOXS1TAF6LDMDMLXDRG2CLK3CPSF4TEAD3NASPSTX5FZD7AKR7A2ZNF205SNRPGNME5NOL4TOP3BRPL23RPS15ARPS28RPS26EIF3HBCANZNF136SELENBP1ZNF263GAGE4APPL1PSMD11HAAOTHBS2IFIT3COL4A3BPTIMP2USP2COX17DUSP12FKBP6NEK6PFDN1CNOT2PACSIN2CPSF6SERF2TIMP4TARDBPCYTH3PSME3PITPNC1CTDSP1APPBP2TRIM17BSCL2AGR2ZMYND10SEC24CSEC24DNUP54SMUG1TRIM13ASB9BEX2RBM41CCDC120MAGEH1MAGEB18NKAPDNPH1SEPT6CALCOCO2EHMT2QPRTCCNB1IP1AKR7A3TINAGL1CDC23MDFICDC42EP1IP6K2NAV2PRPF3PLSCR3PLSCR4CNNM3AKTIPPMS1GCC1PMS2ENOX1WDYHV1RADILMAP7D1NECAP2CEP72DDX19AC5orf22FBXL18BEND5KCTD17FASTKD5CEP63ZC3H10EXD3SOHLH2ZNF446PIH1D1NUDT18FAM160A2FAM96AZC3H12ACCDC116EEF1DP3UBLCP1C11orf49RCOR3MAZZBTB43SLC25A10NTN1ACAP1ATG12FAM124BALS2CR11TEX37CCDC67CCDC42FAM131CC1orf216ZBTB5OTX1PRMT2ATXN2PDE9AMTHFSHACL1TRIM39KLHL2MTMR9CATSPER1NCALDSFMBT1CTHHOOK2FAM107ABCL2L13YIPF3VTA1C1QBC1QCCFAP53CCDC33IFFO1LYARZNF764CRACR2AC1orf35PDCD10RAB3IL1RPL36STRBPTBC1D5CHIC2PLK4PDLIM7CARFS100A14WDR5MAP3K7CLC21orf91FBF1FBXW5UTP6PRMT8GSE1NINLRALYLZNF670C1orf94FAM76BCCDC112NME7PHF10POM121RBM7RFX6RIBC2RNF126RNF138SDSLGINS4STAC3TDRD7TRAPPC3ZNF655ZNF439ZNF440ZNF567LMO3RBPMSGMDSEIF4HSLU7SCNM1KRT20BTBD2GTPBP3BAHD1C10orf10BEND7FRMD6MAPK1IP1LSKA1CEP76C19orf25AKIRIN2IFNA1CCDC53CHCHD3CUTCFCER2PRR13DPCDDPPA2IFITM1DUSP13NECAB2SETD5MEAF6KBTBD7KCTD4GPRIN2KIF1BPKLHL12CD46KRTAP3-2KRTAP4-12CFHDYDC1C1orf111UBE2D4ZNF821LZTS2CFBTCHPC7orf50ZFC3H1NOC4LMRI1C20orf195ITGAXPLEKHF2ZCCHC17RHEBL1RWDD1SEPT1THAP7TTC14UBA5ZNF250ZNF337ZNF426ZSCAN32PBX3CCDC85BHMG20ACFHR4MAPRE2AMOTL2CFHR5CEP70HSD17B14NADKSAP30BPKLHL42SYT17DPY30BORCS5MINAFLAD1PRC1PRTFDC1PUF60DCTPP1PHYKPLFLT1VPS25SCG5TNFSF11THPROS1IL7RAGTR1TGFAC6YES1SH2D2AICAM1WRAP73ADD1CD22CD3EAPTFAP2ACD40DGKAGJA3FBLHES1INSRIL4RELNIL1R1PSMC2PSMD7MPLDLX2POU2F1MSX1WNT1PAX2ALPLPIK3CAFCGR2ASNRNP70RAB4ACKMRPL30RPS11RPS13RPL4TERTTNFRSF1BUSP11PCYT1BTLR7MIPPSMB5TNFRSF4FLIIMARK2IL1RL1BCL7APEG3CREB1DPF2FZD5MAP3K3CCT4LRP5LRP6GLI2MTIF2LRPPRCPOLR1BCD3GCDC42BPBACVR2AERCC8GNB3POP4LAMTOR2ARHGAP10RFC1COASYANXA1SART1MTSS1SRRTMAPK11VPS36COG5PSMA5MAPK13PSMA2SLC6A3CREB3L1XBP1GZMAGCH1EIF4A2KIF11ID4CIITAMYH9PPIL1GPIHSF4PARVGEIF4A3INSM1POLD4ENTPD1GABARAPL1NF1MMAAMYO18BCDKN2BCDC37L1COTL1IRF1IRF2KLF2ETV4ZEB1CDK5PIGCCORO1BMS4A3CRABP2CCNFBDP1ADRA1DSUMO4CACNG2SOX4RHOASOX10NACC1COX1GRM1CSRP1FAM162AIL10RAIL22ADCY8CYBACXADRCD86FASPRDX1ZNF74SDC2ICAM3DESPARP3MAXRNF7RDXTNFRSF25AP3S1THEGDNM1LCTSBNR3C2OXSR1CLIC5SLC12A6TFAP2BPALLDSLC9A3RPGRIP1RASD1SLC22A11ATP7AMAP1BYIF1AMEIS1DUSP9EIF2S1QDPRCFICYC1UQCRC1CYB5APPP1R2ATP5BA2MNDOR1COX4I2UQCRFS1CYP2C19CPECYP1A2CYP2C9CGACLTBCOL9A2CYP2E1CRIP1COX6CDNMT1HBA1HK1SIRT1IL6IDH1LAMC1SDC3CD58MLLT3MYL2NAP1L1RAB8AMAP3K1PSMB10RPL35ARPN1SPTBN1ZNF33BZNF20HLFPEX5OATAIFM1GPRASP1UBA1KLC1GRIK5AHSGSFTPDFABP4PPOXLLGL1DFNA5MPP3SEMA3FSNU13BLOC1S1NDUFB9RPL29NOVA1HNRNPH3XPNPEP1GOLGB1KRT1MSI1RPS10RPL21STC2RPL9RPS27AKR1C3CD101DENRCDH10MGAT4BACIN1C14orf1TSPYL1EDN1LYPLA2TSC22D1HERPUD1CHGBPHF23ERHSIM1IMPA2AHRRSETMARRALYSCMH1NRD1NDUFB8ROBO2GNG11TMEM11CDHR2CALCOCO1FAM178BNUDT3ZBTB22RPL15RPL8PHPT1SRPRBERCC2CELF3ERCC3PALB2CAND2GTF2H2IGSF5KSR1TAF4BSHC2UBXN2BZWILCHPAGR1SRFBP1SCYL2PPP4R3BMARCH5TAF1DFANCIC15orf41MVB12ANFE4KIAA1715CPSF3LRGS9BPNEURL4NAA10SH3BP5LSIKE1CRIPAKVPS53FAAP100VPS26BFAAP24VPS37BPHACTR4FIZ1SEC16ATRMT61AHEXIM2HSPB6ERCC4TOR1AIP2FAM175ACHD9RAX2MAST3TAF3EHD1SERPINB2KCNK9RAPGEF2NGBHYPMBTBD1HMBSAFF1TEAD1DDCRGS20CHN1CNOT4SCRIBZNF346PAAF1ABHD5WIZMID1IP1CALYCLDN11EIF5ADNAJC14ARID2RNF5PFN1CDC42BPAFAT1KCNJ6EPB41L1F2RL1PRKD3LZTS1GDF11CLIC6PLA2G16GABRG2SORCS3MECP2ALKRBPJGRIA3GRIA4CHORDC1GNEMAVSGPR50CD63PAIP2BNMT1UTRNNMT2SYVN1LAMA1LAMA2GLIS2CD74NCKAP5RAPSNMAFBCMTM8CDC73DICER1PGM5RSF1FSHRESPNTMED10RAP1BZYG11BZER1PRMT6CALB1CHN2FBXO25USP6NEK11TSSK6NAB1PSMB1PSMB2PSMB6VSIG4GABBR1CUEDC2EIF3ARPS6KB2RGS12TSGA10FNTBSPHK2SGOL1SGOL2EDC3MBD1DHX30NR2E3EYA4KMT2DFBXO33NOTCH2NLPRTN3LOXLGALS3PYDC2TPP1FCN1NID2ETFAMYO1CSYNE2NUMA1HNRNPA1CDC26PITPNASUPT20HTSSK4USP28ALBSMYD2AMBRA1KDM2AMTNR1AMTNR1BPOLIAPLFPSMD4PABPC4ZPR1RNF144BHUWE1GRIP1RAG1OS9GANHTR6CREB3L3CXorf40AGFI1BRPTORGARSCDX2MEN1VARSDCLRE1AMRE11AEEF2KSPG20UCHL1CDX1UVRAGCD96FGF21KANK1RARGGLG1FGFR4FGFR2FIBPGNA11LMO1EGFCOX2BTCCAMLGARF4CPNE1ATXN2LFOXO1AKT2FOXO4CCT2ABLIM3NCOA7LINC00312SSH1ZNF398HDAC8SSH2GFI1EMX2EIF4EBP1EIF4EBP2EIF4EBP3POU5F1POU4F1GTF2E1GTF2H3NTHL1ARL6IP5GALNT5LBPF13BTNFRSF6BFAM127AFUBP3PIN4FGGHRGHSPG2GPC3GPC4FGF8FGF19ITGA5ITGB7NOVTNCSCGB1A1MIATGFBISLC3A2LGALS3BPTSPAN4TGOLN2ITGA9ITGA10ITGA8MFAP5QKIACANINHBEGRIN2AMCAMPTPN5EPHA8THY1LALBAFUSPRKCGGIPDRD1GLP1RPTMSP2RY1MED14DRD2ECDKRT8CICDNAJC10TMEM132AATPAF2ATPAF1PTPN4CHRM3KDELR1GRIN3BCHRNEPGK1PDIA2CFPGYG2GP9DLK1CSF2IL3IL5RAAP4E1RGS10RGS19ARFIP1GSPT1GNAO1GPR143GPSM3CACNA1BGNASVIPR1SNX13CXCR1F2RARF5KCNJ3GNG10HBBMSR1SLC5A1PPIFBAG2DNAJA2ST13TOMM70ABATF3NOS3CHAF1BSIX6SIX2AHSA1AHSA2HSF2REPS1AHSPHBZFCGR1AELMO1CHST15RAC3HNF1BANOS1LAMA3FGF7PDGFAALDOAIGFBP4LEPNAIPHDLBPPTMATRALILRB1KIR3DL2EEF1B2KIR2DL3KIR2DL2HLA-DPA1HLA-GKIR2DL4PAEPBTG2HMGB1CD53SERPINH1PTGFRNPFN2CHMP2BF8A2GPRASP2ZDHHC17PRPF40BFICDHYPKPFKFB2MAGOHKRT9ITGALIGFALSFCARLYL1MYOGMYF5ELK3VLDLRTCF21BHLHA15SORL1NOTCH2NOTCH3SORT1MRVI1AHCYL1TRPC5IGF2RCHRDL2TBX4ADRA2CSOD1IRF8IRF2BP1IRF2BP2INSRRENPP1SH2B2CASP1IL1R2IL11RAIL2RAIL3RAIL1AIL9RIL21RPKP4HTR2ADNAJB6CTNND2LDHAABCC9DERL2DOCK3LYZCD14MTCH1LMNB1ZNF239NARFTOR1AIP1MUC16PAX5ELF4ELF2RRASATP1A3ITM2BTP53AIP1BFAROSMLMBR1LSTARPRSS3KCNE1ALG10BTNFRSF8TNFSF8MITFALX4CTSDLTALTBLGALS2UMODPPP1R8IREB2YLPM1PCSPRED1PPP1R15BKIF18APPP1R3BPLCL2CASC5PPP1R13BMASP1MYCNMYCLMXI1MXD1MXD3POMCAGRPMC1RTNFAIP6TNRRRADPRUNENME2MARK1SLC7A5SLC7A7SLC7A8FAM57ASNCBAPBB2APBB3PLP1RAP1ARAP1GAPMOSHEY1COL25A1CSRNP2TUSC3TM2D1LDB2TMOD1C4BPAPRKACBCRPGAP43CALUTAC1TAC3FCGR3BNPY1RNPY2RAPLP2NOSTRINNOSIPZDHHC23CHRNDTOR1AHMGN2HMGN1TOX4FAM46AG3BP2RNH1HMGA2ELF3MTPNNFKBIZAGTR2UNC5CLUBQLN2UBR4CXXC5PSG5ASXL2SONZNF451ZCCHC8FMNL2PDCD7BDKRB2RLFMMP11LTBP3RNF25ETHE1MYBL1CD79ANPATQRICH1FOXD3SOX2TCL1BTHEM4CDK10NRASTIMM50NRTNZNF557DOK4DOK5EPHA3AVILFLI1GLI3HBEGFMTBPPLXNB1SLBPZKSCAN7TXNRD2ZBTB48CENPOCEP170P1ZNF276ZBTB8ARPS8EPHA5RAPH1C6orf15ST8SIA2SNRNP40TCEAL1PSMD6GSTK1EIF1BMLF2TUSC2MAGEB2ACP6LGALS9ASB3PTP4A3RIOK3CHST12SNRPBEEF1A2PON2STK24DNASE2MPDU1NFKBIL1ACTR3BC20orf24RASGRF2BCKDKTNFAIP8FDFT1LRRK1RRBP1PHLDA3CNBPWISP1EIF4A1ICA1VRK3RPRMDNPEPMED7TWF2ELOVL1ADI1PGRMC1SERINC3RAB10DSTYKSUSD2ROCK2BZW1MPGAP1S1TTBK1PELOPLEKHJ1ZNF277PKIGPLEKHB2TAGLNSTK38LGAS8DEGS1KHKFADS1RAB17OSGEPAK1UBAC1ATICSNAI1EFHD1NUAK1DGKEHTR1EKPTNRNF167ERCC6LPMVKBCAR3STYXL1BRESNRKDOCK4MESTKLHDC2RAB25DGKBENSAUBE2G2TBRG4BIN3LXNNUDT1TTC4MAGEA6PANK2HCFC2LAMTOR5MSH2BRCC3CDS1ANAPC1ANAPC4DCCRASGRF1CDH2ASCL2SPTA1KMT2CNELFENELFAELAVL4MED10SEH1LNUP43TSEN2TSEN34TSEN54CLP1PLEKHA8STX18SCN1BRGS6SLC31A2FOXP2KLK13NECAP1RNF128ABCC8TIMELESSNDNL2EPS8L2EPS8L3EXOC3MIB2P4HA3MDFICDPYSL2ROBO4FKBP3IPCEF1RHOGARHGAP5VAMP2CALCRKCNC2WDR7ERASDSCC1REC8KINUBL5SEPT4PUM2GUCY1B3TRPV5LHX1PRKAR1BGRIP2GRIK1GRIK2GABRB3TATEDNRASTX1BPOLE3KLF9CITED1HIRAUBE2E2TNRC6BMED22RAB3DRAB26TNRC6AKIAA0087TUBB2ATFDP1TMOD4CHRNA7AP3S2CPB2PRLHRGJA1LMX1ACOL5A1TRPC7LGALS1APOBEC1CCR10SGPP1CSF1DIAPH3PIGPDPM2MAP3K12PVRTCP1CD19NRG1MYO6GRIK3GRM3NPR2CLIP2ATRIPEIF2B3CCNG2ASB8ITPR3ITIH2KCNA1HSPB2CUX1COL9A1PKLRELP3PCSK1MAPKAP1RICTORLRPAP1FNIP1FLCNNPPAKRIT1KNTC1PRB3PI3IVLLORARHGAP17VAMP1SLC26A3PPP2R4BEST1GPAA1PLA2G4CGJB1NUP214NFX1KATNB1CD27CD47STAG1PDS5ACTTNBP2CTTNBP2NLSTRIP1STRN3PPP2R2CTIPRLSGCAVTI1AGEMIN6RHOHCLIP1EPB42SHANK3IP6K1SENP1ADAM10CD44NEK8NANEFLPPM1EASCC1GINS2IFRD1CCL11SIRPB1CLEC4CAPOBSEC61A1DARS2SRPK2SPTBN2ATP2B2RAB5CSCINSELEGJD3PLEKHA2RAMP1POLR3DMAML2MYT1TCEA2SRRPSMD1FABP9LTKSRA1PLOD1GLI1HOXD12PRPF8UBXN6SCAMP3RARRES3CTDSP2CTDSPLRPL26RBBP6APOBEC3FFAF2DCUN1D1HECTD3SLC11A2BABAM1NKD2C1GALT1C1GALT1C1RNF103CNTRLAP4M1PPIP5K1DDX58SNX3BRAFTRIP12CUL4BTTYH3TTYH2PRMT3MTORGNGT1GNG5TRIM68CA11ABTB2FBXL6USP15AURKACCAR1BORAUBBHERC6HERC3PCGF5HLTFUTP20STRN4TTI1MCMBPNUMBLPIK3C3XRCC5FANCMUSP49USP45ARHGEF9ATXN7L3USP22ENY2SUPT16HTRIOBPCSN1S1CPSF1GLE1HOXB7MMEOTUD5SPRY3SPRED2HLA-DRB1PPP3CBPPM1DNHLRC1TRIM41TBC1D7ARIH2GCM1RNF181CXXC1SMC5STAG3PADI4ASB4TTKPSMD14SIPA1LEO1SUZ12SETD1AING3OSR1RRP1BDCLRE1BDOT1LSVIPH2AFYKDM5CFOXP3RESTL3MBTL2TMBIM4KDM6AUBASH3AOFD1CTR9CHD8WHSC1PGCPAF1MECOMVRK2KAT8PRMT7PCF11PDZRN3FIG4GAPVD1PAM16TIMM17ADNAJC19MZT1USP20USP50USP19USP36OSBPL10USP37DMWDUSP46USP25USPL1USP1USP53UBL4AWDR48USP42JOSD1USP3USP44WDR20USP29USP13SPATA2USP16USP12USP30AMOTOTUD4USP21USP32PHLPP1OTUD1OSBPL9OTUB2USP38PARP11KLHL13USP18USP39USP43PRPF4USP14PHLPP2USP17L2JOSD2STAMBPL1TCEAL4OTUD6BYOD1UCHL3USP26USP48SLX4SLX1AMEPCERPAP2RPAP3RPAP1POLR3HPDLIM2SSBP2PSMD9CAPRIN1SETD1BWDR82S1PR4ZC3HC1TCF19KAT6ASARNPPRKG1LRIG1CDKL5ALDOBTRIM23UBXN7UBXN1ZXDCUBXN8UBXN4UBXN10ASPSCR1BBS7BBS1ROGDIZNF10NABP2EIF1AYHSD17B4WDR92SLC1A5TUFMHADHARPL10ATUBB2BRARSEPPK1HIST1H1CGRWD1CASTKCNIP1PLEKHM1MOB1ADDX23DGCR8ZNF365KDM4AANKRD28TAF9AATKINPP5KRMI1ARID1APRH1HTN1INO80BACTR8INO80EINO80DPOLGPOLE2EVI5NKD1DCP1BZW10SPC24CBWD1SNAP91TRIM2MATR3GNPTABCCDC24CCSER1HERC2MRC2MYT1LNBEANUP160OLFM1PDE4BEXOC1ZNF17ZNF211ZNF230ZNF490ZNF91MACF1AGTPBP1ANK2MIS18AMPPED1MEMO1CCNINUF2CENPFCOLEC12CRNKL1DIXDC1CCDC136DYNC1H1DPYSL3EEF2FGFR1OP2CCDC93CCDC14SYBUFRMD4AGOLGA4HARSHOOK1CEP170GLTSCR1LKIAA0408FRYLCCSER2CEP295FBXO41KIF3CDDX26BFBXO11WAPLPDS5BSIK3NUAK2NDUFS3RPS20NDUFA9TRAPPC6ANDUFS2TIMM10CACNA1CZNF121DCDRPS9LIN37LIN54CENPEINTS6ROR1LIN52KRT7RHOT1RPS7UXTTELO2CCM2COMMD6RWDD3LETMD1CEP97RPS3SEPT14WDR6BIN2IL4RHOURNF43PDE2ACCDC50DGKINCBP1PPP2R2DDKC1THAP11PPP2R2BUBE2WRNF26CNOT6LCNOT10RQCD1CNOT3TRMT10CCEP290MUL1AGO3RFWD3RNF13RNF130RNF165RNF182UBE2UORAI1RNF114ZNRF1COL7A1HOXC13ASXL1CHMP5CLEC4GUBE4AAGO4PTPRBUBE2J1RNF185DTX3MKRN3SPSB4UBTD1CENPAMAF1AKT1S1RNF125UBR3TRIM31MGRN1MARCH7TMEM189-UBE2V1RNF38LONRF1HJURPGSKIPWIBGDEAF1FBXO46SPSB2UBE2FRNF20WFIKKN1WDR12SNX18ITM2AMYO18AEPM2ARNF19BUCKL1RNF6NDUFA2ATP5F1SDHBTOP2ACDK1MAP1LC3CE2F8TBKBP1PTPRTPIN1P1ATMINGAS7TPPPDDNGASTIGKCND1MT1ACOL11A2HLA-BKMT2APTPRGHLA-BHLA-CHLA-BSSR1NAMPTPPP1R18CRB1ARHGEF5TOP3ATHOC5CDK14NCAPHNCAPD2CEP55NCAPH2RP1L1SKA3MCPH1SNX33SOCS4ASB12AHCTF1BSNDPTCD3ZNF512BSIRT6ERP44PRKD2API5PTPN23ASB7MBNL1ASB6CPSF2ABCG2POMPRTCAASB1PPP6R1F13A1ATP2B4FCER1ACDAN1VPS26ANIPBLGAD2RAB21YARS2FCHO2WARSLRRK2TNFSF18ANKFY1SCO1ATAD2GIFCRYGDTPX2H1F0UNC5BSHPRHSEL1LCISD1PAQR3GIPRTRAPPC1EIF1AXPEX2TXNL1HECTD1ENO1FTSJ3IKKIAA0368WNK1MAP4K3CNTROBRPS6MPHOSPH8FAM161AAKAP17AATP1A1MAP4RORCHNF4GMPPED2USP54ELP5KDM2BPCGF1VPRBPPGAM5ZMIZ2KCTD11DCAF15DDA1ACSM3MTF2DTLFCHSD1AURKAIP1INO80SASH1GBASPLXNB2MTA3WIPI2C17orf62FYCO1ATG101CLN3FEM1BWDFY3KBTBD6RASSF4FABP3PIK3C2AKMT2ESENP5CDCA5RAB24GNL3LHAUS6TECPR2DIS3LPRDM5TCEAL5C19orf68STBD1ATP6V0A1ATG2AHAUS2MGAPAX8ZFYVE27RPS27LOCIAD1TECPR1BBS9KLHDC10FGFR1OPSPSB1RTF1SETXATG13GPKOWBLCAPHAUS4WIPI1ANAPC13NLRC5ARRDC3ATG4CWDR45LRR1KLRC2TNS3ACTR5YY1AP1TUBA3ERASSF3PLD3RASSF6ANGPTL4CEP250WACSIRT2PNRC1RPL27AKIF24ATP2C2UPF3BKDM1APSMD12RAB40CULK2CUTALLGL2TMEM173SLC40A1ATG4BLARSCCL18MGEA5SMG8TRIM16ATP6V1B2ICT1THOC2RIF1CSRP2BPSSU72COG7ZNF253PGAM1LARP7TEX10ZGPATTP53INP2MFN1RPS16CPSF3TNRC6CNDUFAF1FSTL1CEP135MLANAARAP3FBXL12COPRSBMP3ATXN1LBMP8BFANCBKIR2DL1ATP2A2OPA1IDECPEB3FSTKANK2SKA2PRSS21OR2AG1TPH2HLCSPSMG2H2AFZPARNATG9AHIST2H3CHPSMPD1INVSPTK7PHKBNEBIST1ATP6V1AICE1CBX6ANP32BADNP2UQCRHCOL18A1ELL2ZNF746PKMHEMGNBATF2UBE2V2TPCN2GKFAHZNF207CHD7MORC4FCRL4SSFA2BTBD10ICE2BTN3A1TMED7DNAJB4MTPAPMAFIPGPM6BCOL9A3RUSC2RASSF7GPX4TDRD3MRPS31BTBD6SURF4FAM110AFAM110CTPCN1FAM188AAIG1MDH1DLX4PFKFB3CARTPTCBR1MAT1APDK3CD59NPYATP5A1DAOREEP6TRA2ACRELD2APEX1PYCR1SRMKLHL5PCGF3NEURL1INTS1CTCFLBAG6CTNNBL1GDAP1OAZ3U2SURPLCORAPITD1BHLHE41INTS3CHD1LINTS5KIAA0196XRCC6BCL7CPHF19MSL3UFC1HIST1H2BBZNF217EMC1PHF8FBXO31RNF122EGLN3HSD11B2HIST2H2AA4ESCO2RBFOX1NOC2LRNF168VDAC2FOXRED2ROBO1MED12SSX2STUB1MYL6BHDGFCEP44U2AF1WFDC5ADARB1DACT1RBCK1NUTM1EHMT1EGLN1ZNF274CNEP1R1MZT2BARL11ZNF668KDM1BSIRT4HIST1H2AERNF139CCDC6SAP30LEZH1EPC1ANKRD12ATAD5FANCLDHX16NCOA5HELLSSETD8SRSF7RCC1SNAI2HIST1H2BAENDOGAXIN1YAE1D1RITA1NDFIP1POLNCOILZC2HC1CLMX1BFAM214BMEIS2KANSL1SRSF3TRAPPC2LRNF113ASYF2MIEF1RBBP8FNDC3BTONSLSYNE4MTUS2CPA4ZCCHC12SMARCA1TRIM15RFFLHLA-DRB1METTL17PROP1NSUN2RNF187RRAGBSACM1LCARKDMCIDASDDIT4ZSWIM7AJUBAZNF417UBE2TUNKLCERS2CWC22CHAMP1SRSF1POLKNANACOX5BCEP57L1MSL1CT45A3SNX15CT45A5RBM17SMU1C6orf165ALKBH4PTPMT1NANTN4TNXBNATD1ISCUKIAA1143FAM90A1TCAF1SH3YL1FBXO28THAP10TBC1D15FAM50BAVPI1SUV39H2SHMT2CXorf57DRG1PPP2R3CEIF1ADRWDD2BSCELCCL28ZNF385CCHD2SEC23BEEF1E1GCGSEC22AMGAT5BL3MBTL3ACSF2AENSURF2ATP6V1E2OIP5TUFT1RECKYAF2CYP2S1ATP6V1C2IMP4ABCF3SPATA8CEP57SGF29CYBRD1NRG4RBMY1A1ZSCAN12CCDC121TSSC4MOCOSC1orf109TMEM79MRPL15GMCL1P1CLEC7AMTHFD2COMMD8JRKC9orf72FAM189A2TEKT4FAM124AATP5ODUSP2C8orf33UBXN2ATXNDC9RPL28THG1LPOMZP3KLHL18SPERTSNX32CTSZGCOM1OAS3HLA-DRADCAF7SCP2INTS10TRAPPC6BNOP56SS18L1TRA2BNLRX1ASIC3RNF146SREK1SIRT7CCL14JMJD6PAG1SRSF2HMGCRTRAPPC2RBFOX2COMTPLECKAT7CRB2ARHGAP32MMS22LDLC1MVDDCAF4BAG5ISG15CENPPFAN1FBXO42NCAPD3TADA3WWC1GAGE2ECOPG1MTCP1MAGEE1DCAF16CENPTTLR9CDK16ARHGAP35SUV420H2ROS1GBF1DCAF11UBE2SHIST1H1BNFE2L1DCAF8CDK11ARRP8LAMTOR3DDX39AARRDC1COX14SLC1A2TMUB1CDK11BTRAPPC8CDC45PTPRCPRRC2AMAP9MAGEA3MAGEA2BNDRG2REG1BDHX58RNF31AXIN2NGLY1FAM21CKIAA1033KRT5MAGEC2DDX39BCREBRFBRPF1ERLIN1KLHL21IRF6NADSYN1CORO7SIGLEC5BORCS8IL37ANKRD52TTI2FAM208BWBP5BST2TSPAN17KCTD13ASIC1GLSEIF2DFKBPLSRSF6HACD2SSR4MAKASIC2GAGE2DVIPAS39UFL1VPS33BABHD16AANAPC16CBFBCENPQAPIPMOB1BNPRL2SMARCAD1HACE1UBN1LAMTOR1PRR5LSIRT3PPP6R2ATG14SRSF11CDK20KRT81HID1CNSTOBSL1MARCH6IFIH1CENPUIFT27ANKRD27ATCAYERLIN2RBMXRLIMWLSRPS19BP1BCAS3UBA7JKAMPEMC2DEPTORSUGP1SUN2GLYCTKTSSC1SENP6LOXL4SWSAP1VPS4ATNFAIP1EDC4RHOBPPP6R3GBAARAP1DYRK2FOPNLFAT4EID3NSMCE4ATRONSMCE1PBXIP1FOXM1TAZZNF366SURF6MAGEF1HOXB2MLKLDDX47PRPF38ANOP58DIDO1SMC6SSBFBXL15RPS29RBM5RBMX2DHX8CWC15MFAP1CHERPWDR83DDX46RBM23RBM25SNRPB2PPIL2PRAMEFRMD5CCDC12DDX41CDC40HNRNPA0WIF1FRA10AC1HECW2ARGLU1BUD13ISY1DHX38AQRSNRNP27PHF5AATP13A2BRINP1ZNF326LZTFL1PCMTD2OSTCRRM2BBIP1HOOK3PCDHB10MYLK4CDK18TSPAN14KIF21AMEX3BSPCS2AIM2BBS2ATP5G2PSKH2CEP164BBS5SSTR3IVNS1ABPFAM192AFOXC1PDLIM3ACKR3FHOD3NPHP3TTC8PDE3BBBS12C1QAFAM189BTCTEX1D4PPP1R7ZMAT2XAGE3FBXO6FPR1AURKCFUNDC2MKKSCYP2C8IFI16FBXO24PIK3R6KLHL38AHI1NPHP4TPRNATP6V0D2NAF1SCDFBXO45PRKAR2BTRIM59UBAP1ASGR2KCNH2NABP1SAMHD1RHOBTB2PSMG1ERLEC1SPAG1SMARCD3YEATS2CLIP3RAB40BZBTB4ZBTB7CADRA2ATRIM36PDCPGPAVPGFM1ZNRF2HAT1KLHDC3ARMC8RGS7BPVPS41DPF3SERPINB5ZNRF3MAGED2NLRP2MTDHKLHL7HDGFRP2FBXL22TRAPPC12FEM1APHC3FYTTD1ARFGEF3FBXO27RHOBTB3NLRP3SPASTRAPGEF3ICKMEPEGNB4MEX3CWSB1DNAJB14HERC1TENM1ZNF131TRIM50CRBNLBHBIRC8MKLN1LRWD1TXNRD1NSMCE2DCST2SENP8PSMG3RPS4XVPS51PDCD5GINS1TEX14TRAPPC11MZF1AUP1RBM15TRAPPC4C9orf3PSMD3LRP4GZMKSRPK3DYRK4WBSCR27UNC119BPHKG2ELP6GTPBP2HIPK4TMED5CDCA7LOFCC1CCDC37CCDC74BLDHAL6BGSTCDWHSC1L1KLHDC4KIF9ZNF16KRT33BSMYD1BCAT1ZNF71UBIAD1LRFN4HIST1H1AC16orf59ZUFSPCDCA4FIGNL1IKBIPFAM9ARIOK2COA3SPZ1ZNF280AZNF2C8orf74SLKMLC1CDK15C17orf53STX19C17orf82STOML1FIP1L1CDK17ACAD9MSANTD3HESX1GTF2H2CPPP2R5CZNF436CIRH1AOPRK1ZKSCAN5SPAG8TBC1D14HOXC4KRT6BKDM3BRSPO2ZBTB24ELP4OPA3ANKEF1LENG8ZNF57ZNF480CDKL1JMJD1CCAPRIN2GNA14ASB10HMGXB4UBE2OZFP28CCDC151TBX6TRIT1H3F3CHAUS3KDM4BC4orf17KRT222ZNF829SRGAP3PTBP3OAS1PI4K2ACCDC74AREV3LPRIM2SDF4CHTOPINTS2CEP162CRLF3MNDAZNF333KLHL3SPATA24C8orf48ZNF581FOXR2FGD5GABPB2FKBP7DCTN6SASS6SPATA22DYX1C1SERGEFRNF10ZNF649LHX8DPP9CDYL2PHF20L1ATE1FOXC2GLYR1TEX9ZMYM5ZRSR2ATP6V1B1LCA5LFAM96BSHQ1MRPL37MMS19RPL13N4BP2L2RPL18KYNUMRPL2MRPL9RPS24GPX1RPS2RNASEH2ARPL24NFE2L3MRPL44RPS5RPS23RPL19RPS12MRPL1ARCN1SESN2TUBA1CARPC1AALDH16A1TAF9BFERMT2MOV10UNKMMGT1PPP1R3DNOP14DPF1ACTR1BKLC4MRPL28DCUN1D5KCMF1MED16TUBB4BLGALS13MRPL47VKORC1DYNC1LI2MRPL43NUBP2SYNPO2CLN8DBN1OBFC1MRPL4MRPS2TNFSF12COMMD4CORO1CMRPL45DYNC1LI1RAB14MRPL24THOC6MRPL39NDUFS6RPL17CINPRNMTL1NAMRPL3RGCCPPATACOT13DCPSFLOT2METTL21ARPLP0LAS1LDPP8CAPZA2ADAMTSL4DYNC1I2TRIB2LTV1NOP2PER2PIGSCDK13RPL7AGAGE12IKRTAP5-9ARPC5LWDR34COMMD10SCARA3RNASEH2BRPS18CAPZBDYNLRB1CLN5ABHD17AEEF2KMTHOXD3PTGESMRPL32ACTR10RPL27RPS17NAA15HP1BP3CENPMCEP192DIMT1RBM3MRPL11THOC3IGF2BP3BRIX1NDUFS8SEPT10FAUSOSTMRPL38DCUN1D2NDUFV1COMMD9DCUN1D3MRPL40COG6MARSGNPDA1METTL3HAVCR2WNK4MRPL14RPRD1BSRSF9TPD52L2PTGDSNDUFS1DUS3LMRPL19RPS15PSMA8ACERPL35CCDC57DNAJB12CCT8FARSAIMPDH1IPO9SRSF10NDUFS7CENPNNDUFV2RTCBOTULINMRPL13NDUFA12FOXL2MRPS27FBXO22ACSL3SAXO1KLHL22TXKXIRP1ITGB1BP2RASSF10LRCH3UNC45BGNG8AARSD1HSF5NUDCD3NUDCD1NAA50FRMD3PHGDHADRA2BDNAJA4GOLPH3LCE3ASLC25A31SUPT6HHSPA1LTNS4SLMAPPREPAMER3LRCH4HSFY2ZNF703CXCR5NUP85SAMD9TNS1ALCAMSH2D3CABCA12ESYT2IL32ESYT1SHC4TET2RAB39BLAMB1GPM6ATNFAIP8L2ECHS1ULK3FAM83HIQCECLOCKPCID2FOXR1LTB4R2RSPO3UBTD2USE1TNFAIP8L1RNF219ESPL1PHF6RAB12NEDD1PTOV1RENCCDC8ATP1B3C16orf72AZIN1CA6ASB11EMC7DPYDRSPO1TBC1D17BHLHB9ACE2RSPO4LIN28BMBOAT7PTGER3GLTPDOC2ARAPGEF4GATAD1KIF21BPTGES2WASH1KIAA0226NR2E1LMOD3ACAT1GTPBP4GUCY1A3SGK2LOXL2JADE2TADA1NUSAP1AASDHPPTRIMBP3AAK1CSPP1PPP1R21PXKZNF212KRT38FAM98AMAGEA10TWISTNBPRPS2TIMMDC1CEP85ATP5G1KATNAL1AAMPCCDC88AHM13FAM168ACIPCIMPDH2AMDHD2ZNF232MRFAP1L1ZC4H2ZBTB9BORCS6MRPS5RIOK1FAM122APYHIN1NSA2VPS50NUPR1COMMD3PTF1AMRPS30ATAD1TACC3ZBTB49ZNF219ALAS1TADA2BGSTM5MAGEB4C17orf49CCDC94TMED3ATP4BPNO1ECSITGPN2CHD5SSX3EPM2AIP1CTAGE5RHOFGPN3TNIP3TMEM129PLA2G4AGAS2L1PCMT1SRMSKPNA5MEFVPOLR2MZKSCAN1KIF2AZFP64MRPL46C9orf16RCAN1EIF3MAAGABSYNGR2TMEM109PPCDCTMEM126BCTPS1THUMPD1HSCBTEAD2HPCAL4ZBTB33ENO2PGBD1IFT81FSD2TRIB1ZNF266PNKDCETN3CSGALNACT2EMC8WDR18VPS52KRTAP9-2EMC3TPD52L3LCE3ENFS1MFSD5EPPINLIPENOP10POC1BSEPT12ZMYM4ALKBH3SNX27KCTD9NBASNDUFA11NDUFS4NDUFS5STARD3PGM2ATP1B1OLIG1SLC38A9MICU1RBP7NAT2BDNFFAM84BPTCH1ARL6IP4TSPAN2RAMP2HIST1H2AIAPOA5WRAP53ALKBH8COMMD2KLK5PRIMPOLFAM46BDCAF12L1GSTO1PLEKHB1TIGITVSTM2LADCYAP1IL24CHRNA5TNPO3SPIN1RABGAP1LPRRG2APPL2SGTBFOXK2LAP3GTSE1LRIF1FERMT3MYEF2ZNF526KIF7RPL22SRPRNEIL3GPATCH8RPGRIP1LLIMA1JRKLLDHDGJB2CDKN2AIPNLCLCN2TUBGCP5FOXI2TBC1D9PCDHB15KIAA0753SCAF11ASPMTMEM63BFAM134ATMEM248FOXA3SLAIN2IP6K3C10orf2MYH6NETO2FOXQ1HMBOX1KLF8GOLT1BKIF26BLTN1FOXL1UGGT1LCA5FOXG1PPP4R3ANIPSNAP1TIGD6ZNF687CERKMYH13MYO19ZSCAN26REEP5ACSL4MYO5CRBM45C10orf12ZNF281CTDSPL2FOXN1SLC33A1SMG9FOXF1SPICE1HNRNPH2KRBOX4QSOX2CXXC4WDR62MASTLBOD1L1DNAJC11MRPL50SAMD1ATL3RGMASDHAF2CSDE1FOXB1SMSAP1S2NLRP5YIPF5FOXJ3ARMC6KIAA1107KIFC3C1orf112KIF14FOXK1APOL2FOXO6CFAP97MBOAT1FOXJ2ZNF644FOXN3GSG2CBR3SPATS2LARXDDX24MORC3SLC16A6IWS1FOXJ1SETD4FOXE1PSMF1ATL2ZSCAN5ATBC1D9BFOXD4RAB4BCAMKK1NCBP3POLD1C21orf59CEP128HNRNPA1L2FOXI1POLG2RBM4SCLT1ETAA1PRICKLE3PCDH1FOXN2SLF2TM9SF4FTSJ1TBC1D16SCYL1L1TD1PCDH7ZNFX1PPP1R35AP4S1MYH11ADCYAP1R1MYH7PCK2MYH7BMAU2MND1MTX2LGR5POLR3BPRSS12MYH14GBA2ATP6V0D1DDX18CPSF7ASUNAK7CC2D2AHCCSNUP35FLYWCH1RPL13ARNF217NLGN3HNRNPA3DLGAP5WWC2MYO1ECCDC13GATA3CTNNA2ACTL7AWNT5ACHRNA1CD38FGF3CD72SERPINA3RHOCSLPIOSBPPAX1REG1APPIL4PTHSERPINC1PAMACOX1ALPPPDIA6P3H4KLHL41PGM1P3H1PLA2G1BFKBP10SERPINB6IFNGR1SERPINI1GP5PIGRAPOA2APOA4MPZL1DNAJB2PTPN7TCTAGPNMBRMND5BDUSP5PRR14LACHEINPP4AAKR1B1PUM1ZDHHC3PSKH1SFTPA1RAB5BRAP2ARCVRNTNFRSF17RHAGRNASELRPL12SCTRCYTH1SEMG1SLC8A1SLC17A1SSTR4ODF1STATHMMP3CD8BTDGF1TFCP2TUBB4ASCOCTPBGTPH1ZNF7ZNF8ZNF76NARSDPYSATP2A1GLB1BCKDHACTSADRP2IDH3GDIAPH2PAK3NPR1EBPIL1RAPL1PLXNB3TIMM17BEDA2RTAF7LNXF3PPP2R3BTIMM8AGRIPAP1NLGN4XEDAALAS2OPN1LWPIGARP2HTR2CSYPCD48UTYBPY2BEPHB4SYT2INPP5AMAP1AMAFKPLCB3GABRB2CCR7DAD1ELK4AQP4ADRBK2S100A7CSTF3XRCC2DENND4AGBP3TFAMGLRXSLC9A5SKIV2LADRB3NFATC3RYKETV1NR4A3NKX2-5LUMACKR1GYPCBCAMMEF2BNB-MEF2BSRP9P1ARL4DPDX1IFI35TTF1TCEB3GDNFAGFG1NRF1GJA8SGCBKCNJ8UCNAANATIL18CACNA1ENPC2PLXNA2THOP1CLPPTLR1CLTCL1MUSKCFL2EFNA3MAT2AFGF12ADAM2RND2PTPRSPTP4A1EVPLPTPRN2POU4F2UCP1POLRMTC5AR1CDH15CCR6RFXAPGANABRAXENTPD2C16orf70UCN3ANXA6TALDO1PKNOX1LHX4KCNJ10CALCAGOLGA1CELF2PCBP4PODXLTNFRSF11BCASP5RAB13HNRNPABGRIN2DGNPATPIP5K1BCLIC1MLNRKLRC3MARCKSL1MRPS12ABCG1PPFIBP2PPFIA3CACNA1SVTI1BPIP5K1AFZD6CHRDWNT4DPM1RNGTTTIA1DPH1PTTG1IPCASQ2KCNE2KCNS3RGS11CNR1EIF2B5CA8ARID5AMAP7STX17CPNE2ARPC5SIX5AIPL1TRIM69HAPLN1HGFACDOC2BMATN1PFDN4RAMP3CCNYBOKCDH23PES1CLIC3FXNNEK7PDZD3SEC24BDCTN3ZC3H7BSLC12A2UFD1LSEMA6ASIX4DNAJB9CD163NCLNKLF7BOLLCOG1COG2HPS5GTF3C1GCATCIDEADAZAP1CRLF1TYRP1GRIN3APPP1R11ARL2BPBZRAP1CNDP2TTC28MOCS3MYL12BEHBP1ZMYM6DYNC2H1KCNMB1HELZTLK2GRHL2PHACTR3MIF4GDPARP9LYPD3GMIPLRRC8DLSM11RAB3GAP2ZNF33AMT1GMCHR1CNPY2SPOCK2CTSHCTSGERGIC1NOXO1NUP93CTSSETV7YKT6TOMM7NMRK2CTSLPCNPALDH2SLC30A3CFHR3UTF1SUPT4H1SIM2ERFCABYRNR2F1MAPRE3TMBIM6RUFY2CDK2AP2CHRNB2CLUAP1TIMM9PBLDPARP10WDR4TRBULBP3CENPBEXPH5UNC13DCENPCDLEU1NAP1L5CPCCKGLRBFBN2ATF6BSLC4A4MTMR12POU3F3CHMLCSPCCAGABRR2IL17RDSLC22A5COL4A3ATP6V1G1C16orf74KIAA1683ZC3H11AUBL7C19orf57SLC1A1TMSB4YMYO1FTULP2RNF183LILRA3NBPF3NAMNS1KRR1NDUFB1PGLSC11orf16TPGS2DNAJB3SLC22A24MRPS18BNSUN4RASL11BGPBP1L1TSPAN3WDR37ELAVL3CFDP1SERP2DMRTB1NLE1MYL6NTNG2RPL31PCDHA4COL10A1ARL15TXNDC11KIAA1217CRELD1SLC25A36SGSM2GIPC2UTP3DPPA4UBR1FAM71CPMM1C19orf43SULT1E1FXYD6WDR33KIAA0907ZNRD1UQCRBRENBPSPEF1NUP62CLHYIC10orf82SNX7COL20A1ZNF414TMEM123SH2D4ATRMT1ACMSDTCF25SNX20FAM46DRBM11NEU4CHAC1SEC16BZFP36L1SAMM50RBM42CCDC130TCEB3BEIF5A2ATP5J2RSPH14RAI1HEBP2COL3A1SOX30FAM120BZNF646TRPT1ZFAND6ISG20L2DDI1SCGNBAZ2BCOL14A1FAM46CPPP1R16AGPX7ZG16HHLA3DDIT4LDYDC2ELF5TSR2GKAP1PRR14LINGO1ADCK3GIN1ARMC7SERPINI2NAGABRDCSTF2TTMCO6DNAL4WDR25ZCCHC10PCSK5TBL3KIF6SLC22A6RRS1WDR24C10orf62LCMT1SMIM3TMEM19GLIS3RCN3HSPB7CXCL5C19orf60IQUBBAALCDHRS1ZNF101LRRN4MFSD3ZNF707ZNF679ZNF559ZNF607ZSCAN16SDPREVI5LZFAND2BPCED1AC10orf54DLK2C18orf25PHYHIPLSSBP4C1orf116RSL24D1YIPF4CIAPIN1S100A16CD93CR1C11orf68PPIL3FAM60AGTPBP10DGCR6LPLEKHF1ZSCAN20FAM13CTSPYL4ZNF580C4AC8GITGAMSOX1CTGFFGF4FGF5HES5SOCS5TLR5TRAFD1NOX4CMTM3AZI2SLC4A7ALS2PRAF2CRTC3SPPL2ASLC25A4LRP3MYH10ADIPOR1DUSP26GREM1RCAN3DOK6PLS3CARSCOX4I1PROCA1ABCB11ABCB4IL10RBSEPT11PSPC1HK3COX3BRI3RELTPDZD11GZMBHOXA13HOXD13HOXA11CYCSPPP1R1AC11orf58RNF220PORMYO9AC10orf88RPS6KA6FXYD3ARHGEF10LMYL9GLYATEVA1AWFDC2HSPBAP1CRCT1SUPT7LCELSR1WSB2CCDC90BCCDC106FAM173ATHAP8EMG1DDOGPR135TMCC2ARMCX3CCDC113PLA2G15NIPSNAP3ARER1STMN4ACTA2WDR74DDX49ZNF691GLTSCR2MRPS9CHPFMTFR1NSMFADPGKDSC1ASB13DSC2IGSF21EGFL6DPYSL4SNX24QTRT1TOE1ENOPH1NALENG1RAB35MCTS1KLHL26MBD6STARD9PRSS23ATPIF1AFG3L2BSDC1TMEM70MRPL20OLFM2ZNF585BMCOLN1KCTD15SOBPACTC1MFN2INTS9NRLTRMT6LIG1PLIN1SLC6A5FMN1CDC42SE1DOHHADGRB2VAC14HOXC10SIK1ARHGAP24SH3RF3SH3PXD2AHLA-DPB1SH3BGRL3ATP6V0A2ARHGAP8ANKRD44EGR2FBXO8FBXO3TLE3MAOARPN2TARSEIF2S3RPL3SERPINB1WDTC1ETFBPRDX2RAB18AGACNPLRRC59TMEM33COMMD7COMMD5PPM1GPI4KAITM2CABCB1LGI1BCL9LLAMP2FDXRPPP4R4KLBKIF1AMTCH2EPOLCP1CFDNAF3FDPSFABP1MADCAM1FHFURINADD2ADAB4GALT1GABRA1SLC6A1ADORA1GOT2SLC2A2HADHGRIN2CMGST1GSTM1ORM1GP1BBARHGAP21GNA15SNX19HMGB2FDX1ADMST5CD34SERPIND1AKR1A1HPCAHRCHOXA10HOXB8HOXB1HOXC8MITD1HOXD4HOXD9AFPIL7IGFBP1IGFBP5IGFBP6ADRA1BMS4A2FCER1GCXCL10IFNA2IFNGR2IRF9IL1RNIL2IL13IL1BWNT2KRT14KRT10AREGLCN1TFPILAMP1LAG3CCDC127MC4RMT1HMTAPMGMTMBPMPZCD33EPN3MYO5AKLRC1PCSK2NEFHTACR2TACR1TACR3NHLH1NTSR1NTF4PSG3HTRA1PYCR2PRDM4SLC4A3EBF1ERI1FAM27E3TCEANCANKRD36BP1MYO15BSERPINE2SH3BGRLSV2CIPO4DHX36HSPA4LGCN1TROVE2PFASDERAIRGQC2orf44OLA1KRT85MRPS22ATAD3ACORO1ATSR1DNAAF5HEATR1IGF2BP1YARSDDX27CNNM4KRT31C2CD5DBTMYO1BMRPS25ATAD3BDHX57LTA4HTTC27XPO7BZW2RPL32UFM1SEC63TTBK2ACOT2KRT35CALML5KRT36SPTLC1DDOSTMTHFD1CPVLNOM1QRICH2TIMM8BMTHFD1LKRT82PNMA2C9orf163MYH4UNC79NACAP1PCBD2CBWD2RRP12RPL34MRPS34DDRGK1CAB39LEHFLAGE3KRT32HIST1H2BGMYH2MTRCOX5ACCDC59TCHHHRNRKCTD12LRBAIGHA1BARHL1IGHA2SLC25A12BOLA1RPL7L1LOXHD1PDXDC1IGF2BP2SARS2DHCR7SPIRE1APRTTTC25PKD1L3KRT34TBC1D4APODAFAP1L1KRT77ATP5LCYP1B1SSR3KDELR2ATXN10DDX19BEML2MYO1DGARTHNRNPDLPFKPSLC39A7PREX1SLC30A7GNL2NPEPPSNUP188TAGLN2MRPS24SERPINB4SLC25A22PCDHB5NXNNAT10FAM98BMRPS14FAM175BCDO1PAPSS2KRTAP19-5RPL37RRP15QPCTLSFXN1FAM83GCXorf56CNIH4RPL37APPANCCDC82CYP4F8RPL38APOBEC3CGAPDHSDDTITFG2LSM12HAS1SEC11AALPIKRTAP9-3XPO4SLC25A1TSPAN7EHD4TRMT112EML4MRPS7FAR1CCDC47JPH3HYOU1MYL12ADHX37RARS2COX6B1HSP90AA2PPDRG1POLQCMBLSMPD4SMAP1VDAC3KRT33ACLEC2LHBG1RPL36ASDAD1RSL1D1CES3GCGRHIST2H2ABPARD3BARHGAP11AARHGEF16ARHGEF17LAD1LMO7SHROOM3SIPA1L3FNBP1LMED13LPOLR2IZCRB1UBE2HCDH17ADGRA2UNC13ASTAB2TUBB1FARP2SLC34A3CORO2AWIPF3CYTH4PIWIL3ELMOD2STMN3PLB1HIST3H2ADMXL2GTF3ASYCP3ACTG2TAF5LZMYM3GRID2IPHIST1H2BKULBP2CLYBLGPR108LRFN1CPLX2INHAGNAT3HSD11B1KCNH1CDC42SE2S1PR5BRD1SPINT2SARSHOXB3HOXC6HOXD8HOXD10HOXD11CARHSP1EIF2AAVPR1BOXTRBNC1CSN3HIST3H2BBCOL6A1TNNTAL2FGF13P4HTMCDH6CDH18CCT6ASTRIP2PPME1CCT6BMYO1ATAC4TFF2SCN1ACEP131ESM1POLR3GBAATLARP4BCOG8SLC16A4BACE2EFNA4SF3B5DNAJC8DDX42CABP5POLR3KPSIP1CSHL1IGHENPTX1MC3RGOT1HPRCYP3A4BRINP3SCRN1DECR1OSBPL5ZNF302RNF135IFIT1BAPOC1KIAA0101FILIP1TRAM1TUT1RNF180HERC4PPP1R26LTBP4DERL3GLUD2PLAGL2MOB3BAGLPARP14GMPSEPC2JADE3BRPF3H1FXSDF2L1PHF14N4BP1RBFAZNF143RECQL4KIFC1DKKL1SAT2ACADMACADSBADSLALDH9A1ALDH3A2ANXA2P2ARG1AZGP1CETN1DDX10FLGFRG1FUCA1GALK1GLAGLDCGNALHIVEP2KRT4KRT84MOGMPSTNDUFA10NFRKBPGAM2PGDPRIM1LGMNPWP2ALDH18A1RPL3LMRPL23SDF2SRP68TARBP1TFAP4TGM3IFRD2HIST1H2BLCPNE3LONP1PREPLARHGEF10LRRC14BMS1SLC25A13MPHOSPH9SCML2CRTAPVAT1CELF1FARS2WDR3CKAP4NUPL2VWA8PMPCAPOFUT2AHCYL2RIMBP2IFIT5C3orf17DHRS7BANKRD17PRPF31TBL2TRMT2ACPNE7IGKV4-1TMOD3UTP18KCTD3ZNF639KIAA0930ZFRMRPS21MIOSTMX3KLHL24TMEM104YTHDF1TMEM160ZNF770USP47WDR70SRBD1SEC61A2NHP2UGGT2KDM3AUBAP2UNC45ALANCL2KLHL9DHX33FEM1CLRRC47KLHL8ZBTB2BEND3TRMT11MRPS35NOC3LCOPS7BYTHDC2FAM129BMRPS26NOL6KRI1DHX40FN3KRPC14orf169WDR59THNSL1WDR26KLHL15MAGED4LONP2WDR75FBXW9GPT2SPRYD3MPNDTMEM203ABCC12SAAL1BTBD9OSBPL11MRPL53SPATA2LZG16BZC3H18RPTNATXN7L2LRRC15WDR36TCEAL2MPP7PLEKHA7MYEOV2KLHL23AMOTL1FAM122BLONRF2KCTD6RPL22L1PDE12TYSND1KRT79HMX3USP41USP27XC1orf204USP17L7EIF2AK4SLIRPOSBPL6BTN1A1SRPXRGPD4CCDC87METTL16ARHGAP23HNRNPUL2ZNHIT2LRRC40SRP72HSPA6C12orf45YTHDF2INTS7ACTR6INTS4ANP32EAK2DDX3YTBPL2YRDCLRCH2UBE2NLDTYMKSLFN11PCBP3MEIG1MYLK2RGPD1NNTUSP34TDP1UQCC1PSD3PPP3CCWDR61PSD2USP9YSBF2ZXDASMARCD2RCN2HADHBTUBB6UACACDIPTPOTEKPIGHG3GLUD1TUBA4BSLC25A3AIF1LBASP1HEATR6MON2SPECC1LBRI3BPANKHD1-EIF4EBP3TUBB3SCO2TUBB8SLC1A3NT5DC2KCTD20XPNPEP3RPL10LKRT16FAM136AASCC3FBXL7BRWD3BRWD1ACADVLPSAT1NANSAARSIARS2C12orf10RNF208PI4KAP2LPAR4CSMD1IDI2ZNF443OSBPL1ASENP7WNT16DNAH9PARP12PPAP2BEPHB6POU2F3PCDH9WDR35SPTLC2PANX3ATP6V1C1STMN1PABPC3METAP1KIAA1804WDR76WDR5BOR8D2CACNA1IGJC2OR2T6IGHG2ZNF652TTPALAPOC3EXOC6SCAF1UQCR10B3GNT9SQRDLCLCA1TMEM43RCN1PF4V1QTRTD1CHKBIGDCC4OR3A2ZNF292APOC2ITIH1KIAA0232SACSKRT13AMPD3HPXPLA2G4FLGALS4SFXN3FAM120ACAMTA1CLCA2MYLK3CROTSLC9A8DGKGPDZRN4MYL4WNK3FAM120CRSBN1LECT1FAM169AABCA6KIAA0754SPEF2ROBO3FAM83CKRT2SH3BGRL2MS4A5EPCAMPLEKHA6MUC13ILVBLHIGD1APSME4GCDHPPT1SUCLG1AASSCEPT1MOGSNDUFA8TRMT1LIQGAP3ACOT8P4HA1ALDH1B1DDX52AKR1B10SLC14A2FAAHFAM234AFAHD1NUCKS1UBAC2ATP12APDIA5ARMC10METTL7AFOLH1TM9SF1NDUFB4KBTBD3FAM83FZMPSTE24ZCCHC11DHRS2HIST1H2BOCPNE8CSN2DNAH3USP24HSPA7SPIN3CSNK1A1LSDHANKTRBOLA2PHKA2LRP11ADIPOR2ANKLE2MYH1CNGA3KIF26ACPA1LRP1BKIAA1524NDUFB6ND6SERTAD4IER5GLYATL3MIA3ATP5IAGKRPS10P5STT3BATXN7L3BZC3HAV1CCDC148RC3H2APLNUBR7DNAJC9WFIKKN2ND3PPP1R3CDPP3IGFBP2FKBP14PNMAL1NDUFA6ATP5HATP5DNDUFAF4ABHD10HEXAHIBCHRMDN1TXNDC12ANXA4CPS1MSI2POFUT1ERP29RHOVSDK1NCAPG2AKNAIGHG4COCHCRYBB3CUX1BCL2L12ZMAT3CXCL2AGRNMFI2DCBLD1TCF7IFITM3TTLL10HLA-AHLA-AHLA-BSTACPHF20EBLN2MRPS15RPRD2LEPROTDNALI1SECISBP2LLARP1BSH3RF2NAPBTTC3ZFYVE19PRICKLE1PHIPFUNDC1RCOR2PARS2LDOC1LBMP2KMIPEPHIST1H1DASAP3CAMSAP2CCDC117BAIAP2L1HMGB3RPL36ALFARSBGFPT1GRPEL1ZNF133TOM1L2RREB1MCCC2SHOXINO80CWNT3MCCC1SEC31BTSPYL5TRABDEPB41L5SERINC1GEMIN8ASNSHNRNPCL1HAUS8ANKIB1CEP170BCRTC1MAP3K15SMG7HAUS5ASPHFAM53CDNM3TAOK1SMTNDIP2BESDATG2BTRMT61BMIER2BRSK2XIRP2RBM26FAM64AKRT6CBTBD8OSBPL8XYLT1ZNF676PRKCDBPMIER3TBCALONRF3C14orf80COX15RBM28LRCH1SMCR8FAM179BHSD17B12ALDH7A1ADNPPLCE1CASS4PSTPIP2MICALL2CLPTM1LSLC27A4KNDC1CEP78SFXN4TBC1D2BMON1BRBMS2TCTEX1D2C18orf8XDHEIF4E3TTC9CEDRF1ETV3RNF32BRD3SPEGEMILIN3MRPS18ALETM1SLC25A18ISCA1DDX28CPT2MRPL51TARS2PUS1MRPL18SATB2MRPL17HARS2MRPL54RPUSD3STOML2NGRNCHCHD1RMI2TRUB2MDN1MKRN1ALDH1L2VARS2ZBTB47ACOT9MRPS28MRPS17MRPL48ME2FASTKD2MRPS16MRPS23MRPS10MTERF3MRRFPNPT1MTG1MRPL16MRPL22MMABPTCD1PRDX5MRPL10MRPL55SPRR2AMRPS6MRPS11MRPL49YME1L1ZNF598MRPL27C6orf203MCATACACBMRM1MRPL41SUPV3L1MT3WBSCR16PUSL1MTERF1HBS1LPXMP2ZNF420CAPN7CCDC158TMED9SCAISVOPLFLG2DNAJC13UBE3BPIK3AP1FGD6SH2D5C1orf27MEGF6AHDC1PDCD11TMCO3ZNF566ZCCHC3ZNF620CEND1ZFP82ANKARSOX13LDHAL6ASEPP1ITGA11ZNF460ZNF324ZNF45ZNF227DTD1PCP4L1TUBAL3ELL3ZNF569DIS3L2PCP4MAP7D3DDAH1ZNF552DNAJC4ZNF483ELMO2CRISPLD2ANKRD26ZNF518AZNF717MALZNF688ENO3SLC5A3FAM65BBTNL8ZNF280DZNF773ZFP1ZNF585AZNF264OXCT1SULT2A1TRHDEOGDHLZNF324BPROM1TCP10LCD300LDHUNKSH3PXD2BZNF195HDGFRP3SETD6RNF213GUK1ZNF625CKMT1BBPNT1ZNF462SDCCAG3CEP350ZNF747RGAG1ZNF689LPCAT2SIGLEC8SGPL1INTS12WFS1APOA1BPDSTCAMPVMP1PRRC1C7orf26ZNF711CECR5KCTD10ZNF397MTERF4UBE2Q1DCAF17C20orf27CTDNEP1CPT1ASRSF5MRTO4MBTD1TLX3SMCHD1BCORL1TTC37PRDM14LPPNOL9MIEF2BTG4AFF3ZNF410PEAK1ARHGAP33ANKZF1HACD3MSL2RBMY1FNAB2FAM83DZC3H15CMTM5MTMR4HOXA3NAT9ANXA10CCDC36TEKT3NALCORLZNF317ZNF18DUSP8GBP2OGFRACO1GET4TMEM259WDHD1DCAF10PASD1SRSF4CCDC124XRCC6BP1NOA1DCAF12PNISRMSL3P1MORC2ZBTB1MALSU1ZC3H12CSCAF8ERAL1RBM12BTDP2HIST1H2BDGON4LIQSEC1DCSTAMPCOPZ2ARHGAP22PRRC2BMTCL1UVSSADCAF5MCUECI1SRSF8CWC27ZNHIT6PUS7TRANK1HLA-DMBSEMA4GABCF1NPM3ANKRD13AIRF2BPLTTLL12WDR43RBM6RBM12DCAF6RUSC1TRIM44KIAA1407CCNL1UBN2MSANTD4BRAT1CDK12PALD1BLVRAZNF384SLC39A14ACTBL2TMA16GTPBP1CSRNP1COQ6OGFOD1SESTD1RNF169ZMYM1QSER1APMAPKCTD1RBM33ABCB6MLXIPLCYB5R2TEFMCENPIKLHL25TXLNGESF1ASH1LZNF280CSTAU2ZNF318AP5Z1DDX50PDE3ASTT3ABNC2C15orf39BBXRPF2CCZ1BPIFB3C18orf54RBM48UNC93B1THEM6TRIM34PMM2COLGALT1AKIP1HDHD3ATP6V0CUMPSDDAH2RABL6MGARPSLC22A1KIAA0226LWDR11HCRTNPRL3KRT78C11orf84RAB2BNAA25CREB3L2LARP4METTL13LAMB4TOPAZ1HSPB11MYSM1ABCC1MEGF8PPP1R37HDDC3NME2P1TACSTD2ECI2FBXL14SLF1PPP1R32NNATNPC1C11orf54SCAPERHMGN5SUV420H1CEP19HOMEZSOGA1ATP2A3ASGR1NACEP85LSFSWAPTMX1ACAD11FAM210ADIEXFMAGEL2DCUN1D4SALL4SIGMAR1RSRC1EMC9ZBTB10BRD9TLDC1EID2BMACROD1RAD54LANXA9ZNF830FAM32ATBX2WNT11WNT7ADGCR14FAM8A1OCA2SAR1ACENPWWDR83OSTIAL1SUN1CLIC2C15orf59NTPCRCCDC92HIST1H2BJAMMECR1BBS10SMAP2ACO2IDI1SCUBE3PDAP1H2AFVCNN2BROXCYGBAKR1C1TRAPPC10LMAN2UBE2J2GPR21SHISA5FAM111BHIST1H2AATYMSHNMTPHYHD1PAGE2FBXO10FBRSH6PDGPA33MAEASBDSMTRNR2L1TMSB10HMGN4HMGN3BCL7BSCLYACOT7NANXNL1NCDNC9orf78INIPPNMTRHOBTB1ARPP21NAAPOBEC3FAMPD2GINS3FKBP15ZBTB14NAIF1ANKMY2SYAP1SIRPDAFAP1L2CPPED1CCDC9MT1XAUTS2RCBTB1PAGE5ISYNA1SCRN2PIPOXSULT1C2OR2H1NAGLUSULT4A1LRRC25SMARCAL1C14orf142KDM4DNUDT14DHFRL1CCDC43FBXL17C15orf57PWP1PTGER4KLHL11NACA2RBKSUBE2ZC12orf43PEPDADPRHFAM131BDPP6C1orf174GALNT2IDO1LGALSLCRYMGAMTNUDCD2HAGHPALMPDE1BRNF24NOL12ZBTB6DCAF4L1CAMK1DKIAA1191GPR52ZNF790CRYGSSUGP2FBRSL1JSRP1GFPT2PID1KCNE4FBXO21SOAT1ALDH3A1REM2FABP2KCTD7TRAPPC5LAPTM4BCCDC137TRAPPC9SERP1C19orf66SULT1B1LGR4SGSHFAM117AHKR1RBM34PHF3GNAT1SLC25A42NSG1TECRELOF1ZC3H13GPR161YBX2SLFN12TTC33GLCCI1PAXBP1NXPE4ARHGAP12MTO1VPS13BPIP4K2ARBM4BGPATCH2AMY2ACROCCSURF1ZNF568STOX2TXNDC5STILCCDC172PRRC2CSNX22GCFC2GJA4IDH2KLF15ZNF618ARID5BTHEMISFAM117BFAM199XLPCAT1DYRK3FAM83BHIST1H2ADRPL26L1CLASRPHHIPC11orf53SRSF12NAMDM1NDUFA4SIPA1L2SFXN2RBM22ADD3PHKA1CCNJEDIL3C11orf57TNRC18ZNF267DCLK3PRKACGZNF30ZNF609WDR81CDKL3JMJD4ZSWIM8CYP3A5MOKAP1S3RPRD1ABDH1ZNF641ZNF516ZNF592FAM110BSTARD10FAM222AHAGHLPPP1R3FZNF521ALMS1GBE1C16orf87CLN6ZNF510SLC35A3PWWP2APIP4K2CSAMD3KIAA0195CENPLZSCAN2ZNF827ATAD3CMZT2AZFP14NREPNSRP1CCDC155CACNA1HEFCAB14KCNF1ADSSCCDC86C2orf47LLPHPRKG2C20orf196DBR1TESK2RTEL1FAM71E2RNASEH2CATP6V0BUSMG5HSP90AA5PGGNEHHADHTSPAN13CYSTM1HIBADHATP13A1LMNB2SELVABCC4ALDOCATHL1C18orf32TMEM147CRATKRTAP26-1SYNGR3MAN2C1MRPL42NUBP1AMHR2KLHL1NBPF15CDKAL1ZBED4PIGGACSF3NAA20HPNTYW1PHRF1LDHCDNA2DHRS4TSTINPP1WNK2GNPDA2NLRP12SLC15A4METTL14HSP90AB4PPIGUUFSP2OXR1HSP90AA4PDBNDD2DECR2CNRIP1TICRRNARFLNDUFV3SERPINF1CTC1NACRYZL1MFFPAQR6SCCPDHTRIM56SVOPSLC9A9INPP5FR3HDM2KIAA1671GOLPH3LAGAP3DENND4CSLC20A1CCDC85CR3HDM1SLC34A2SPRR2EANKRD49PCDH17DOCK6CDCA2PCOLCESP140PARP8SCML1FAM234BROM1A2ML1PHLDB1KANSL2GGCTGPALPP1SMR3BCOA7HSPA12ATBC1D22BAIF1GTPBP8UHRF1BP1LCOL4A5SHEIGF1MCM9TBC1D22AMPP2DGAT2LIMD1DNAAF2LUZP1KIAA0355MAELGPR3ARFGAP3NEK1RUNDC3BZFP36L2DNHD1MYO15ATEN1DENND1AC7orf43DMTNFAM135BMLLT11PPM1HPLA2G12AOXA1LITPRIPRAB29PRPSAP2KLK8PCDH10DOCK11NAREEP4PDCD2LPLEKHA5TANC2SLC22A18UTP15FAM133BTUBGCP6TTC23LGNAT2PPA2MAN2B1DNAJB5C1orf50FAM219AFAM9BUBFD1OSBPL2CEP68PPT2KDELC2ACBD5FAM184ALSM14BLRRC45FAM104AHOXA2ADCY3POC5CD68SPTSSADHTKD1C16orf45FAM21AZNF396CDX4GPRC5BPLA2G2DADGRG1OSBP2SQLEKLHL40MAN2B2PATL1C4orf19C22orf39CCDC146KRTAP10-7DUSP11DRC7EFHC2ARMC2LOC155060DCTN5NUDT12FBP2TMED4C1QTNF6PYROXD2SNAP47DNAJC28OLIG3LRRC16ATMPRSS15SEPT3NOB1KRT40ZSCAN22ZNF223TSSK3PIH1D2EML5TIGD5TMEM174KIAA1549RABGGTAJAZF1EMC4C3orf62DENND6APPM1KSTK40EMC10DNAH11RBM19LPIN2PLAC9KIF18BCACHD1ZNF627ZNF268KIAA1211ND4FSTL5CCNYL1ZC3H3FAM126BTMUB2MIPOL1MORN3C1QTNF2APBB1IPGGNBP2KIAA0020DHCR24ANKRD40ATP5EATP5JZNF395CCDC115KRTAP10-11BCL2L15C16orf62ANKRD54PRAP1ZNF572NRBP2ITPRIPL1ND5KCTD2FXYD7NDUFB10NDUFA7ZNF704ZKSCAN4UBP1LPIN1NAPAPD4INPP4BFAM216AGRSF1RMDN2LURAP1FAM127CNVLMIS18BP1KRTAP10-9KIAA1522ABCF2TWF1HSD3B7LHX6IFI30UQCRQTMOD2MAB21L2ATP6AP1APOOLRRP1NDUFB3NDUFB7NDUFB5DAPP1TMEM186SORCS2TMEM128RAB39ANOL11NDUFB11NDUFAF5FOXRED1ALDH6A1WDR46APOOCOX7A2LGHITMSLC38A2CYTBDRAXINPCK1CENPVNDUFAB1UNC80CHCHD4DCAF13NDUFC2NDUFA3SLC22A20NGDNSP7PDSS1C9orf43CYP24A1NOL10MAK16NOP16TANGO6C15orf52CRYZABCA7ABCA2NLNNHSMTMR3DMXL1C5orf24UHRF1BP1BOD1VPS13CKNSTRNREPIN1RABL3ZZEF1SLC12A9NBEAL1ATP5SHECTD2CCDC61PLXNA3SIRT5GGCXFARP1EFTUD1RAP2CHOXB13LYSMD2KLHL36ANKS6CPMKANSL3PRDM6CSNK1G3C1orf52B4GALT7PALMDFNDC3AMICAL3CXorf23KIAA0430TARSL2NANPGPRC5ALEMD2FRMPD1SPECC1KIAA0513GOLIM4XPR1PACS2PDFC1orf226CNTRLCCDC18TMEM201APOBEC3BIMPACTPIBF1AVL9PLEKHG1ZBTB20EPB41L4BPLEKHG3PSRC1IFT74PNMA3CCDC84KIAA2013HIC2TSR3LIMCH1CC2D1BAARS2IPPDNAJC21ZNF536N6AMT1FBXL19KIAA1429SLC43A3MIDNDPH7TMEM165TMEM126ACHCHD6CLUHSEC23IPRNF170DDX51TMEM209MYOFZCCHC6DOCK5SPATA5ZC3H8REEP3C19orf47FBXL16CC2D1ASLC39A10LCMT2NCKAP5LURB1HEATR5AUTP23METRNLTRIM14SERPINB12CCDC138TXNDC16ANO3C19orf52PARGANTXR1YIF1BLPGAT1NEXNEEFSECPRR3PAPSS1C17orf96RNF214PTAR1RPF1ORMDL1MIIPTMCO1WBSCR22ZNF273NFXL1MGST3DESI1ZBTB34COX20ZBTB40PTDSS2IGHMBP2SPATA5L1NEMFTMEM168DDX55CHSY3FOCADACTRT1ACSL5TTLL5NT5DC3MRPS33NOL7BAHCC1LSSPGM2L1ELMO3CD109SCAF4PANX1PARP16PABPC4LSLC25A19KPRPGPRIN1CCDC15SLC4A2POM121CC5orf42ACAD8TBC1D24C6orf120ACSS2TMEM55BNBEAL2SLC35E1C2orf69LENG9PRPF18NSDHLDENND3GLTSCR1SS18L2AIM1ZSCAN25TRMT10AZFHX4ATG4ANSUN5CHURC1B3GLCTTBCKZNF616P3H2RAB41SEC62EDEM3ZNF286AFOXD4L1NFIAKRT75CKAP2TMTC3CPOXH2AFY2C12orf4INF2CD99L2HS6ST2RGPD8NT5C3AWDR55SOWAHCANKRD20A1VPS8GRTP1TBC1D31BTBD3GAASEP15ACTL8TET3SLC38A5SARAFTRMT13HEATR3COMTD1COBLL1CCDC77CELSR2FAM208ASP110CGGBP1PIEZO1ESCO1LSG1DBIMYBPHEFR3AR3HCC1FAM102BSLC25A20GLT8D1ZFXKIF27TTLL6RBM27ZNF778TCIRG1CWF19L2DEPDC7ACOT1FAM13AADARB2YTHDF3COBLDHX29AAASCMTR1NAMTMR1MAGT1TMEM214C18orf21NUDT5SSH3RBM15BZC3H14SPTY2D1TRIML2GPATCH4PRMT9TBL1YCOL1A2WDR90IFT46ATP9AC5orf30RPP25LNDC1SPIRE2VPS54EFHD2TBC1D8ZFP91ANKRD13BMKRN2ADGRE5AGAP1KRT3THAP9SLC25A24KIAA1328GOLM1BICC1C2CD3SLC38A10CEP83TMEM161ATMEM41BFAM134CENTPD6TSHZ1MRPL52TMEM131NUDT16L1EBF3INPP5BANGEL2IFT88DDX11FBXO30ATP6V1FSP140LASTE1WDR47RAB34FAM83AMYH8GPBP1MLECMRPL21SNX16CEP120ENDOD1KAT6BJPH1RPUSD4CWC25CCDC102AC1orf198ZNF503CAAP1PNPLA8MYO1GPNPLA6MPV17L2ZCCHC9SCAMP4DHRS13TTC17PLBD2DDX60NEK4UBE3DPANK4SLC27A2LACTBURB2ANP32CGLOD5PGAP2FAM111AATP2B1SLTMTM9SF3PRPF39C19orf70TIGD2TRIM62NOVA2TTC30AMB21D1HERPUD2TMEM57RSRC2ZBTB11SPATS2CNTLNMRPL33ALKBH2TGM1ZNF532SEPSECSZDHHC5CAMSAP3COL5A2PROSCPLEKHA3TBCCD1RNASEH1TTLL7IFT80PDCL3PTDSS1BARX1DHX34BTDRCL1NAPRTIFT22ACAP2CLCN7MRPS36NPAS3ERMP1KIAA0556RAB31ZCWPW1SH3TC1SGMS2HSDL2POSTNRRP9ARFGAP2ABT1BEND4PRDM15PLEKHG4AMZ2CHSY1PRR12NKX6-1ATP2C1ZNF800OASLITPR2RSBN1LELOVL5PLS1TBC1D10BDEPDC1SMYD5ESRP2CLPTM1SPIDRFAM58ANEMP1HSD17B8GSDMAZNF696NOCTLRP10ALLCTTC26XKR4TPP2PITPNBMREGL2HGDHPLGRKTCACNA2D1CHAC2TMEM92TCTN3TDRD9MRPL35PCNXL3FAM103A1PRDM10MRPL34MRPL30SEC24AMTRRFAM45ADMKNDALRD3GPTITPKAGLO1NDUFAF2FOSBKIZZIC4ZNF331ZC3H4ZFPL1PHLDB3CLEC16AVPS13AFKBP9PLCD3MTHFSDTMPRSS3GNSEGFL7SEMA3BACBD4PWWP2BFAM207AALKBH5SLC16A3ABCC5KIAA0100PDDC1TATDN3TOR3ACISD3CCDC97WWC3RRP7ANHSL1ALDH3B1POLR3GLZNF629NACC2MRPL57C1orf131DDX60LC19orf53SLCO4A1GNB1LCASZ1HIST1H2BNNCEH1ZBTB37ZNF766ZNF574MUM1NIT2GHDCZKSCAN8TOP1MTTPGS1SLC7A1CNKSR3CARS2PUS7LKIF16BBCS1LZFYVE21DCAKDERI3KRT72DNAJC2ZNF845KIAA1109TBC1D32RRP36ITPRIPL2CCDC88CGANCZNF767PFAM195AADOPTGR1SBSNSLC35B2AHNAK2CEP95HN1LFAM109BC15orf54ADCK1GOLGA6ATRIM47AP1ARCEP89CGRRF1CAMSAP1ATP2B3MFHAS1CHI3L2COX7A2PAPOLGDSCR3METTL2BMAPKBP1TYW3ACAA2KRT73HEATR5BRAB43TMEM237ZBED6RBM47BUD31TTC7ATMEM9LSM14APNPOCCDC102BC9orf114CRIP2C19orf33IFT122

Proteins

Example 1, Example 2, Example 3

Protein interactions and greedy routing

Cluster information


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.


DATA & CODE


HOW TO CITE

If you find this web-tool useful, please cite the following publications: