Pathway analysis of commonly expressed genes found in primates and in mouse during naïve state of pluripotency. keggid kegg_namesig_pw n_pw n_all n_sig p_hyper q_hyper genes hsa04110 Cell cycle 105 128 5869 2561 2.02E-19 4.64E-17 CDK2,CDK4,CDK6,CDK7,CDKN1A,CDKN1B,STAG1,CDKN2B,ANAPC10,MAD2L2,STAG2,GADD45G,DBF4,YWHAQ,CHEK1,CHEK2,CREBBP,GADD45A,E2F1,E2F3,E2F4,E2F5,EP300,ORC3,CDC26,ABL1,ANAPC13,SFN,GSK3B,ANAPC2,ANAPC4,HDAC1,HDAC2,MAD2L1,SMAD2,SMAD3,SMAD4,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,MDM2,MYC,GADD45B,ATM,ORC1,ORC2,ORC4,ORC5,FZR1,ANAPC7,ANAPC11,PLK1,ATR,PRKDC,RAD21,RB1,RBL1,CCND1,ANAPC1,SKP2,BUB1,BUB1B,TFDP1,TFDP2,TGFB1,TGFB2,TTK,WEE1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,ZBTB17,SMC1A,CDC7,CDC45,MAD1L1,CDC14A,CDC23,CDC16,CCNA2,CCNB1,CCND2,CCND3,CCNE1,CCNH,PKMYT1,SMC3,CCNB2,CCNE2,BUB3,PTTG1,ESPL1,CDK1,CDC6,CDC20,CDC25A,CDC25B,CDC25C,CDC27,RBX1 hsa03013 RNA transport116 152 5869 2561 1.03E-16 1.18E-14 SNUPN,EIF1,POP7,SRRM1,SAP18,EIF1B,PRMT5,TACC3,NXF1,RPP30,RPP38,PAIP1,POP4,RPP40,RNPS1,POP1,STRAP,DDX20,XPOT,CLNS1A,NUP35,RPP25L,EEF1A1,EEF1A2,EIF2S1,EIF2B1,EIF4A1,EIF4B,EIF4E,EIF4EBP1,EIF4G1,EIF4G2,EIF5,CASC3,NCBP2,ACIN1,NUP205,NUP210,NUP62,GEMIN5,UPF2,PABPC1,NXT1,NUP43,EIF3E,KPNB1,MAGOH,NCBP1,NUP88,NUP98,GEMIN4,NMD3,POP5,PHAX,NUP54,PNN,RPP25,GEMIN8,MAGOHB,ELAC1,NDC1,NUP133,NXT2,NUP107,THOC2,XPO5,RAN,RANBP2,RANGAP1,SENP2,UPF1,ELAC2,SEC13,UPF3B,SMN1,SUMO3,SUMO2,TPR,SUMO1,XPO1,NUP37,DDX39B,THOC6,GEMIN7,GEMIN6,RPP21,NUP85,THOC7,NUP214,AAAS,SEH1L,THOC3,RAE1,THOC5,EIF3A,EIF3B,EIF3C,EIF3D,EIF3F,EIF3G,EIF3H,EIF3I,EIF4G3,PABPC4,EIF2B4,EIF2B2,EIF2B5,EIF2S2,EIF4E2,NUP155,EIF5B,TGS1,NUP93,EIF4A3,NUP153,THOC1 hsa04141 Protein processing123 in endoplasmic168 5869reticulum 2561 3.13E-15 2.39E-13 PREB,PDIA6,BCAP31,STUB1,UBE4B,DNAJA2,MARCH6,SEC24B,UBE2E3,SEC23B,SEC23A,HYOU1,SEC24A,HSPH1,MAN1A2,SEC61B,OS9,LMAN2,ERP29,CKAP4,SEC63,MAN1B1,ATF6B,DAD1,DDIT3,DDOST,EIF2S1,STT3B,HSPA4L,ATF6,GANAB,TRAM1,SEC61G,HSPBP1,PPP1R15A,SVIP,AMFR,EIF2AK1,ERLEC1,PDIA3,SEC61A1,UBQLN2,UBQLN1,DNAJB2,DNAJA1,HSPA1B,HSPA5,HSPA8,HSP90AB1,DNAJB1,STT3A,LMAN1,ATXN3,EIF2AK4,ATF4,NFE2L2,P4HB,DERL2,SAR1B,UBE2J1,DNAJC10,DNAJB12,SEC61A2,YOD1,NPLOC4,EDEM2,NGLY1,PRKCSH,NSFL1C,MAPK8,MAPK9,MAP2K7,DNAJC3,UGGT1,UBQLN4,MAN1C1,BAG1,BAK1,BAX,RAD23A,RAD23B,RNF5,RPN1,RPN2,RRBP1,SEC13,SEL1L,DNAJC1,SIL1,SSR1,SSR2,SSR3,SSR4,SEC62,HSP90B1,TRAF2,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UFD1L,VCP,WFS1,XBP1,MOGS,DERL1,TUSC3,EDEM3,UBXN6,CALR,CANX,CAPN1,CAPN2,SYVN1,MBTPS1,PLAA,EIF2AK3,BAG2,SEC24C,EDEM1,HERPUD1,RBX1 hsa03040 Spliceosome97 128 5869 2561 7.86E-14 4.5E-12 PQBP1,SMNDC1,BCAS2,SF3A1,PPIE,PPIH,CHERP,SLU7,PRPF8,USP39,TXNL4A,TCERG1,SF3A3,SF3B2,SNRNP27,LSM6,DDX42,CCDC12,ZMAT2,DDX5,DHX15,HNRNPA3,PUF60,NCBP2,ACIN1,SNRNP200,U2SURP,SF3B3,SF3B1,LSM5,PRPF6,LSM4,SYF2,PRPF31,LSM3,PRPF19,TRA2A,HNRNPA1,HNRNPC,HNRNPK,HNRNPU,HSPA1B,HSPA8,MAGOH,HNRNPM,NCBP1,PCBP1,CRNKL1,CWC15,LSM7,WBP11,PLRG1,MAGOHB,PRPF38B,PRPF40A,RBM22,XAB2,THOC2,LSM2,SRSF1,SRSF2,SRSF3,SRSF4,SRSF6,SRSF7,TRA2B,SNRNP70,SNRPA,SNRPB,SNRPB2,SNRPC,SNRPD1,SNRPD2,SNRPD3,SNRPE,SNRPF,U2AF1,DDX39B,SF3A2,SF3B5,THOC3,DHX16,PHF5A,PRPF38A,PRPF18,SRSF9,BUD31,SART1,PRPF4,PRPF3,EFTUD2,DDX23,AQR,EIF4A3,DDX46,CDC5L,THOC1 hsa03008 Ribosome biogenesis65 in81 eukaryotes5869 2561 1.23E-11 5.61E-10 RCL1,MPHOSPH10,POP7,EMG1,NXF1,NOP56,RPP30,RPP38,POP4,RPP40,UTP14A,WDR3,POP1,WDR36,RPP25L,CSNK2A1,CSNK2A2,CSNK2B,SPATA5,DKC1,FBL,XRN2,WDR43,GTPBP4,REXO2,GNL3,RRP7A,NOB1,DROSHA,NXT1,GNL2,EIF6,NVL,NMD3,FCF1,UTP18,POP5,NOP58,GAR1,XRN1,GNL3L,RPP25,HEATR1,RBM28,NAT10,IMP3,LSG1,NHP2,RIOK2,UTP6,NXT2,REXO1,PWP2,RAN,NOL6,TAF9,TCOF1,XPO1,EFTUD1,RIOK1,WDR75,UTP15,CIRH1A,IMP4,BMS1 hsa03018 RNA degradation58 71 5869 2561 4.06E-11 1.55E-09 TOB1,MPHOSPH6,C1D,TOB2,BTG3,PAPD7,LSM6,EXOSC8,DDX6,DCP2,DHX36,DCP1B,ENO2,PATL1,XRN2,DIS3,EXOSC7,CNOT1,EXOSC2,SKIV2L2,EDC4,LSM5,PAN3,LSM4,CNOT10,PABPC1,LSM1,LSM3,DCPS,CNOT7,HSPA9,HSPD1,CNOT2,CNOT3,CNOT4,PARN,EXOSC3,EXOSC1,LSM7,EXOSC9,EXOSC10,XRN1,EXOSC4,DCP1A,EXOSC5,CNOT6,LSM2,SKIV2L,BTG1,BTG2,EDC3,WDR61,PNPT1,PABPC4,RQCD1,CNOT8,TTC37,PAN2 hsa04120 Ubiquitin mediated98 proteolysis139 5869 2561 8.52E-11 2.79E-09 UBA2,SAE1,HUWE1,STUB1,UBE4B,ANAPC10,PIAS3,UBE2E3,WWP1,WWP2,UBE2F,DDB1,DDB2,TRIM32,RHOBTB2,FBXW11,MGRN1,PPIL2,CDC26,ANAPC13,RCHY1,HERC4,FBXW8,UBE2S,PRPF19,ANAPC2,ANAPC4,UBE2K,BIRC2,XIAP,MDM2,MAP3K1,MID1,TRIM37,NEDD4,FZR1,UBR5,ANAPC7,UBE2J1,ANAPC11,PIAS4,UBE2R2,DET1,FANCL,UBA6,UBE2W,UBE2Q1,KLHL9,SMURF1,BIRC6,UBE2O,RFWD2,ANAPC1,SMURF2,SKP2,UBE2Z,BRCA1,TCEB1,TCEB2,TRAF6,UBE2B,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UBE2H,UBE2L3,VHL,CUL5,ITCH,SYVN1,CUL4B,CUL4A,CUL3,CUL2,PIAS1,SOCS1,CBL,CBLB,CDC23,CDC16,HERC2,HERC1,BTRC,SOCS3,UBA3,UBE2M,UBE2Q2,TRIP12,UBE4A,RNF7,KEAP1,CUL7,CDC20,CDC27,CDC34,RBX1 hsa05220 Chronic myeloid57 leukemia73 5869 2561 1.64E-09 4.71E-08 AKT3,CDK4,CDK6,CDKN1A,CDKN1B,CHUK,CRK,CRKL,CTBP1,E2F1,E2F3,AKT1,AKT2,ABL1,GRB2,HDAC1,HDAC2,HRAS,IKBKB,ARAF,KRAS,SMAD3,SMAD4,MDM2,MYC,NFKB1,NFKBIA,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,PTPN11,RAF1,RB1,CCND1,RELA,BCL2L1,BCR,SHC1,SOS1,SOS2,STAT5B,TGFB1,TGFB2,TGFBR1,TGFBR2,PIK3R3,CBL,CBLB,GAB2 hsa05210 Colorectal cancer47 62 5869 2561 2.31E-07 5.88E-06 AKT3,CTNNB1,AKT1,AKT2,GSK3B,APC,BIRC5,ARAF,JUN,KRAS,RHOA,SMAD2,SMAD3,SMAD4,MLH1,MSH2,MSH3,MYC,LEF1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,BAD,BAX,RAC1,RAC2,RAC3,RAF1,CCND1,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,AXIN1,AXIN2,TCF7L1,CASP3,CASP9,PIK3R3 hsa04722 Neurotrophin83 signaling 127pathway 5869 2561 5.15E-07 1.18E-05 AKT3,SH2B3,SH2B2,FRS2,YWHAQ,PRDM4,CRK,CRKL,CSK,AKT1,AKT2,FOXO3,ABL1,GAB1,RPS6KA6,GRB2,GSK3B,HRAS,IKBKB,IRS1,JUN,KRAS,RHOA,ARHGDIA,ARHGDIB,MAP3K1,MAP3K3,ATF4,NFKB1,NFKBIA,NGFR,NRAS,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,PRKCD,MAPK1,MAPK3,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K7,PSEN1,PSEN2,BAD,KIDINS220,PTPN11,BAX,RAC1,RAF1,RAP1B,RELA,RPS6KA2,RPS6KA3,SORT1,MAPK12,SHC1,SOS1,SOS2,TRAF6,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,IRS4,PIK3R3,IRS2,RIPK2,MAPKAPK2,MAGED1,CDC42 hsa03420 Nucleotide excision36 repair45 5869 2561 6.15E-07 1.28E-05 CDK7,CETN2,POLD3,DDB1,DDB2,ERCC1,ERCC2,ERCC3,ERCC4,GTF2H1,GTF2H2,GTF2H3,GTF2H4,GTF2H5,MNAT1,POLE3,POLD1,POLD2,POLE2,POLE4,POLD4,RAD23A,RAD23B,RFC2,RFC3,RFC4,RFC5,RPA1,RPA2,RPA3,XPA,XPC,CUL4B,CUL4A,CCNH,RBX1 hsa00240 Pyrimidine metabolism67 99 5869 2561 9.86E-07 1.75E-05 NME6,POLR3F,POLR3G,POLR3C,POLD3,POLR3A,CANT1,UPRT,DCK,DCTD,POLR3H,DHODH,DUT,NT5C2,POLA2,POLR1A,NME7,NT5C,ZNRD1,NUDT2,ITPA,NME3,NME4,PNP,AK3,POLR1D,CMPK1,POLR3K,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,UCKL1,PRIM1,POLR3B,CTPS2,POLE4,POLD4,RRM1,RRM2,POLR1E,POLR3D,TK1,TYMS,UCK2,UMPS,CAD,UCK1,POLR1B,PNPT1,POLR1C,ENTPD6,ENTPD5,ENTPD4,CDA hsa03015 mRNA surveillance58 pathway83 5869 2561 1.04E-06 1.75E-05 SRRM1,SAP18,NXF1,HBS1L,CPSF4,PAPOLA,RNPS1,CLP1,NUDT21,CPSF6,CSTF1,CSTF2,CSTF3,ETF1,CASC3,NCBP2,ACIN1,CSTF2T,SMG6,SMG5,GSPT2,UPF2,DAZAP1,PABPC1,NXT1,GSPT1,CPSF1,MAGOH,MSI1,NCBP1,PCF11,CPSF3,CPSF2,PNN,MAGOHB,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R3A,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP2R2D,NXT2,UPF1,PAPOLG,UPF3B,DDX39B,CPSF7,PABPN1,SYMPK,RNMT,RNGTT,PABPC4,EIF4A3,SMG7 hsa03030 DNA replication30 36 5869 2561 1.07E-06 1.75E-05 RNASEH2A,POLD3,DNA2,FEN1,POLA2,RNASEH1,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,POLE3,POLA1,POLD1,POLD2,POLE2,PRIM1,POLE4,POLD4,RFC2,RFC3,RFC4,RFC5,RPA1,RPA2,RPA3,SSBP1,RNASEH2B,RNASEH2C hsa04520 Adherens junction52 73 5869 2561 1.48E-06 2.26E-05 WASF2,WASF3,CREBBP,CSNK2A1,CSNK2A2,CSNK2B,CTNNA1,CTNNB1,CTNND1,EP300,FER,FYN,IGF1R,INSR,RHOA,LMO7,SMAD2,SMAD3,SMAD4,MET,MLLT4,LEF1,NLK,ACP1,MAPK1,MAPK3,PTPN1,PTPN6,PTPRJ,PVRL2,RAC1,RAC2,RAC3,ACTB,SNAI2,SNAI1,SRC,MAP3K7,TCF7L2,TGFBR1,TGFBR2,TJP1,VCL,YES1,ACTN4,TCF7L1,ACTN1,IQGAP1,WASF1,WASL,CDC42,CDH1 hsa05016 Huntington's111 disease 183 5869 2561 1.92E-06 2.74E-05 DNAL4,ATP5H,CREB3,DCTN2,PPARGC1A,AP2M1,AP2S1,CLTA,CLTB,CLTC,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CREB1,CREBBP,CYC1,AP2A1,AP2A2,AP2B1,DCTN1,EP300,RCOR1,GNAQ,GPX1,SLC25A4,SLC25A5,UQCR10,HTT,HDAC1,HDAC2,HIP1,APAF1,NDUFS7,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,DCTN4,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,NDUFB11,PPID,IFT57,NDUFA12,BAX,REST,SDHA,SDHB,SDHC,CREB3L2,SOD1,SP1,TAF4B,TBP,TFAM,TGM2,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,DNAL1,CASP3,CASP9,CREB3L1,COX7A2L,COX5A,TBPL1 hsa05212 Pancreatic cancer50 70 5869 2561 2.07E-06 2.74E-05 AKT3,CDK4,CDK6,RALBP1,CHUK,E2F1,E2F3,AKT1,AKT2,IKBKB,ARAF,JAK1,KRAS,SMAD2,SMAD3,SMAD4,NFKB1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,BAD,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RB1,CCND1,RELA,BCL2L1,BRCA2,STAT1,STAT3,TGFB1,TGFB2,TGFBR1,TGFBR2,VEGFA,VEGFB,CASP9,PIK3R3,CDC42 hsa05221 Acute myeloid43 leukemia58 5869 2561 2.16E-06 2.74E-05 AKT3,PIM2,CHUK,EIF4EBP1,AKT1,AKT2,MTOR,GRB2,HRAS,IKBKB,ARAF,JUP,KIT,KRAS,MYC,NFKB1,NRAS,LEF1,PIK3CA,PIK3CB,PIM1,PIK3R1,PIK3R2,PPARD,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,RAF1,RARA,CCND1,RELA,RPS6KB1,RPS6KB2,SOS1,SOS2,STAT3,STAT5B,TCF7L2,TCF7L1,PIK3R3,RUNX1T1 hsa03020 RNA polymerase25 29 5869 2561 2.55E-06 3.07E-05 POLR3F,POLR3G,POLR3C,POLR3A,POLR3H,POLR1A,ZNRD1,POLR1D,POLR3K,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,POLR3B,POLR1E,POLR3D,POLR1B,POLR1C hsa04114 Oocyte meiosis74 114 5869 2561 3.14E-06 3.59E-05 CDK2,ANAPC10,MAD2L2,ADCY3,YWHAQ,CHP1,SGOL1,FBXW11,CDC26,ANAPC13,FBXO5,RPS6KA6,FBXO43,ANAPC2,ANAPC4,IGF1R,AR,MAD2L1,ANAPC7,ANAPC11,PLK1,PPP1CA,PPP1CC,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK1,MAPK3,MAP2K1,PRKX,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,AURKA,BUB1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,SMC1A,CDC23,CDC16,CCNB1,BTRC,CCNE1,PKMYT1,SMC3,CCNB2,CCNE2,PTTG1,ESPL1,SLK,CDK1,CDC20,CDC25C,CDC27,RBX1 hsa05131 Shigellosis 45 62 5869 2561 3.33E-06 3.63E-05 ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,NOD1,MAD2L2,ARPC1A,CHUK,CRK,CRKL,CSK,DIAPH1,DOCK1,CTTN,FBXW11,ABL1,IKBKB,ITGA5,RHOG,NFKB1,NFKBIA,PFN1,PFN2,MAPK1,MAPK3,MAPK8,MAPK9,RAC1,RELA,ACTB,ROCK1,MAPK12,U2AF1,VCL,ARPC5L,RIPK2,WASF1,BTRC,WASL,ATG5,ROCK2,CD44,ELMO1,CDC42 hsa05213 Endometrial39 cancer 52 5869 2561 3.99E-06 4.16E-05 AKT3,CTNNA1,CTNNB1,AKT1,AKT2,FOXO3,GRB2,GSK3B,APC,HRAS,ILK,ARAF,KRAS,MLH1,MYC,NRAS,LEF1,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,PTEN,RAF1,CCND1,SOS1,SOS2,TCF7L2,AXIN1,AXIN2,TCF7L1,CASP9,PIK3R3,CDH1 hsa05215 Prostate cancer60 89 5869 2561 4.42E-06 4.4E-05 AKT3,CDK2,CDKN1A,CDKN1B,CREB3,CHUK,CREB1,CREBBP,CTNNB1,E2F1,E2F3,EP300,AKT1,AKT2,FOXO1,MTOR,GRB2,GSK3B,GSTP1,HRAS,HSP90AB1,IGF1R,IKBKB,AR,ARAF,KRAS,MDM2,ATF4,NFKB1,NFKBIA,NRAS,LEF1,PDGFA,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,PDGFC,MAP2K1,MAP2K2,BAD,PTEN,RAF1,RB1,CCND1,RELA,CREB3L2,SOS1,SOS2,TCF7L2,HSP90B1,TCF7L1,CASP9,PIK3R3,CCNE1,CREB3L1,CCNE2 hsa04142 Lysosome 77 121 5869 2561 6.09E-06 5.81E-05 AP1M2,AP3S2,NPC2,AP4B1,CTSC,AP3M2,AP4S1,AP1S1,TPP1,CLN5,CLTA,CLTB,CLTC,AP1S3,CTNS,CTSB,CTSD,CTSZ,AP1B1,AP1G1,AGA,GGA2,GGA3,AP4E1,PLA2G15,GAA,MFSD8,GALNS,GGA1,GBA,SLC17A5,AP3M1,GLA,GLB1,GM2A,GNS,GUSB,HEXB,IGF2R,LAMP1,LAMP2,M6PR,ARSA,MANBA,ASAH1,NAGA,NAGLU,NEU1,NPC1,SLC11A2,NAGPA,ATP6V0C,ACP2,ATP6V0B,ATP6V0A1,ATP6AP1,CTSA,LAPTM4B,PPT1,LGMN,PSAP,MCOLN1,SORT1,SGSH,SMPD1,GNPTG,AP3B1,CD164,AP1S2,AP1M1,AP3D1,ATP6V0D1,AP4M1,SCARB2,ENTPD4,CD63,LAPTM4A hsa05211 Renal cell carcinoma49 70 5869 2561 6.65E-06 6.09E-05 AKT3,PAK4,EGLN3,CREBBP,CRK,CRKL,EP300,AKT1,AKT2,ETS1,GAB1,GRB2,HIF1A,HRAS,ARAF,JUN,KRAS,ARNT,MET,NRAS,PAK1,PAK2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,EGLN1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN11,RAC1,RAF1,RAP1B,SLC2A1,SOS1,SOS2,TCEB1,TCEB2,TGFB1,TGFB2,VEGFA,VEGFB,VHL,CUL2,PIK3R3,RBX1,CDC42 hsa04115 p53 signaling48 pathway 69 5869 2561 1.08E-05 9.55E-05 CDK2,CDK4,CDK6,CDKN1A,GADD45G,CHEK1,CHEK2,SESN3,DDB2,GADD45A,RCHY1,SESN1,SFN,APAF1,IGFBP3,FAS,MDM2,MDM4,GADD45B,ATM,SERPINE1,SHISA5,GTSE1,CYCS,ATR,PTEN,BAX,CCND1,RRM2,PERP,RFWD2,ZMAT3,THBS1,TSC2,CASP3,SESN2,CASP9,PPM1D,TNFRSF10B,CCNB1,CCND2,CCND3,CCNE1,CCNG1,CCNB2,CCNE2,EI24,CDK1 hsa03022 Basal transcription29 factors37 5869 2561 1.67E-05 0.000141 TAF6L,STON1,GTF2A1,GTF2A2,GTF2B,GTF2E1,GTF2E2,GTF2F1,GTF2F2,GTF2H1,GTF2H2,GTF2H3,GTF2H4,GTF2I,TAF9B,TAF1,TAF2,TAF4B,TAF5,TAF6,TAF7,TAF9,TAF10,TAF11,TAF12,TAF13,TBP,TBPL1,GTF2IRD1 hsa00510 N-Glycan biosynthesis36 49 5869 2561 2.08E-05 0.00017 ALG3,MAN1A2,MAN1B1,ALG10B,DAD1,DDOST,DPAGT1,ALG14,STT3B,DOLK,GANAB,FUT8,ALG5,ALG6,STT3A,MAN2A2,MAN2A1,MGAT1,MGAT3,MGAT5,ALG1,MAN1C1,DOLPP1,RPN1,RPN2,ST6GAL1,MOGS,ALG8,ALG12,ALG13,TUSC3,ALG2,B4GALT3,B4GALT2,DPM1,RFT1 hsa04910 Insulin signaling84 pathway138 5869 2561 2.83E-05 0.000224 AKT3,FLOT1,SH2B2,PPARGC1A,SOCS4,CRK,CRKL,EIF4E,EIF4EBP1,AKT1,AKT2,FASN,FOXO1,FLOT2,EXOC7,MTOR,MKNK2,GRB2,GSK3B,GYS1,ACACA,HRAS,IKBKB,INSR,IRS1,ARAF,KRAS,NRAS,PCK2,PDE3B,PDPK1,INPP5K,PHKB,PHKG2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PPP1R3C,PRKAA2,PRKAB1,PRKAB2,PRKACA,PRKAG1,PRKAR1A,PRKAR2A,PRKAR2B,PRKCI,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,PRKX,BAD,PTPN1,PYGB,RAF1,RHEB,RPS6,RPS6KB1,RPS6KB2,SHC1,SOS1,SOS2,TSC2,PPP1R3B,CALM1,CALM3,IRS4,PIK3R3,MKNK1,SOCS1,IRS2,CBL,CBLB,SOCS2,SOCS3,TRIP10,EIF4E2 hsa04144 Endocytosis117 203 5869 2561 3.14E-05 0.00024 PDCD6IP,DNM1L,RNF41,STAM2,STAMBP,EHD1,RAB31,WWP1,SNF8,VPS45,AGAP1,AP2M1,AP2S1,CLTA,CLTB,CLTC,CHMP4B,ADRBK2,AP2A1,DAB2,AP2A2,AP2B1,DNM2,EPS15,ERBB3,F2R,RAB11FIP2,EPN2,PSD3,PIP5K1C,ACAP2,CHMP2B,LDLRAP1,ARFGAP3,VPS4A,CHMP2A,GRK5,GRK6,GIT1,EPN1,SH3KBP1,EHD4,EHD3,EHD2,HRAS,HSPA1B,HSPA8,IGF1R,KIT,ARF6,RHOA,LDLR,ARRB1,SMAD2,SMAD3,ARRB2,SMAD7,MDM2,MET,NEDD4,ASAP1,PARD6A,VPS36,SH3GLB1,VPS28,CHMP5,VTA1,VPS37C,ARFGAP1,PRKCI,SH3GLB2,SMURF1,RAB22A,RAB4A,RAB5A,RAB5B,RAB5C,SMAP1,ARAP3,SH3GL1,SH3GL2,SMAP2,SMURF2,SRC,TFRC,TGFB1,TGFB2,TGFBR1,TGFBR2,TRAF6,TSG101,CHMP6,VPS37B,RUFY1,STAM,ITCH,EEA1,VPS25,ARFGAP2,PARD6G,PARD6B,CAV1,CAV2,CBL,CBLB,RAB11A,MVB12B,USP8,RABEP1,HGS,RAB11B,VPS4B,RAB11FIP3,ZFYVE16,GIT2,IQSEC1,CDC42 hsa03440 Homologous23 recombination28 5869 2561 3.31E-05 0.000245 RAD50,POLD3,EME1,RAD54B,MRE11A,NBN,POLD1,POLD2,POLD4,RAD51,RPA1,RPA2,RPA3,BLM,SSBP1,BRCA2,TOP3A,XRCC2,XRCC3,SHFM1,MUS81,RAD54L,TOP3B hsa05100 Bacterial invasion48 of epithelial71 cells5869 2561 3.57E-05 0.000256 DNM1L,ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,MAD2L2,ARPC1A,CLTA,CLTB,CLTC,CRK,CRKL,CTNNA1,CTNNB1,DNM2,DOCK1,CTTN,CD2AP,GAB1,ILK,ITGA5,RHOA,RHOG,MET,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,RAC1,ACTB,SHC1,SRC,VCL,ARHGAP10,ARPC5L,PIK3R3,CAV1,CAV2,CBL,CBLB,WASF1,WASL,BCAR1,ELMO1,CDC42,CDH1 hsa04310 Wnt signaling90 pathway151 5869 2561 4.68E-05 0.000325 NFAT5,FZD10,CHP1,CREBBP,PRICKLE1,CSNK1E,CSNK2A1,CSNK2A2,CSNK2B,CTBP1,CTNNB1,PRICKLE2,DVL2,DVL3,EP300,DKK1,DAAM1,FBXW11,FZD2,CACYBP,GSK3B,APC,JUN,RHOA,LRP6,SMAD2,SMAD3,SMAD4,MYC,NFATC3,NFATC4,LEF1,NLK,PLCB3,PPARD,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK8,MAPK9,PRKX,PSEN1,CTNNBIP1,VANGL2,CHD8,RAC1,RAC2,RAC3,SENP2,CCND1,ROCK1,SFRP1,SFRP2,PORCN,MAP3K7,TCF7L2,WNT8A,FZD5,TBL1XR1,FZD3,FOSL1,CAMK2D,CAMK2G,VANGL1,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,NKD1,NKD2,RUVBL1,CCND2,BTRC,CCND3,CER1,ROCK2,RBX1 hsa03050 Proteasome33 45 5869 2561 4.92E-05 0.000331 PSME3,PSMD14,PSME4,POMP,PSMA2,PSMA3,PSMA4,PSMA5,PSMA6,PSMB1,PSMB2,PSMB3,PSMB4,PSMB5,PSMB6,PSMB7,PSMC1,PSMC2,PSMC3,PSMC4,PSMC5,PSMD1,PSMD2,PSMD3,PSMD4,PSMD7,PSMD8,PSMD11,PSME1,PSME2,SHFM1,PSMF1,PSMD6 hsa04012 ErbB signaling56 pathway87 5869 2561 7.03E-05 0.000447 AKT3,CDKN1A,CDKN1B,PAK4,CRK,CRKL,HBEGF,EIF4EBP1,ERBB3,AKT1,AKT2,MTOR,ABL1,GAB1,ABL2,GRB2,GSK3B,NRG1,HRAS,ARAF,JUN,KRAS,MYC,NCK1,NRAS,PAK1,PAK2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K7,BAD,RAF1,RPS6KB1,RPS6KB2,MAP2K4,SHC1,SOS1,SOS2,SRC,STAT5B,CAMK2D,CAMK2G,NCK2,PIK3R3,CBL,CBLB hsa04914 Progesterone-mediated56 87 oocyte maturation5869 2561 7.03E-05 0.000447 AKT3,CDK2,ANAPC10,MAD2L2,ADCY3,AKT1,AKT2,CDC26,ANAPC13,RPS6KA6,GNAI1,GNAI2,GNAI3,ANAPC2,ANAPC4,HSP90AB1,IGF1R,ARAF,KRAS,MAD2L1,FZR1,PDE3B,ANAPC7,ANAPC11,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLK1,PRKACA,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,PRKX,RAF1,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,BUB1,MAD1L1,PIK3R3,CDC23,CDC16,CCNA2,CCNB1,PKMYT1,CCNB2,CDK1,CDC25A,CDC25B,CDC25C,CDC27 hsa01100 Metabolic pathways551 1131 5869 2561 7.44E-05 0.000461 ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C hsa03060 Protein export19 23 5869 2561 0.000147 0.000883 SEC61B,SEC63,SEC11A,SEC61G,SPCS1,SEC61A1,HSPA5,OXA1L,SEC61A2,SRPRB,SPCS3,SRP9,SRP14,SRP19,SRP68,SRP72,SRPR,SEC62,SEC11C hsa05200 Pathways in174 cancer 327 5869 2561 0.000216 0.001267 AKT3,CDK2,CDK4,CDK6,CDKN1A,CDKN1B,CDKN2B,TFG,PIAS3,RALBP1,FZD10,EGLN3,CHUK,CREBBP,CRK,CRKL,CTBP1,CTNNA1,CTNNB1,DAPK1,DAPK3,DVL2,DVL3,E2F1,E2F3,EP300,AKT1,AKT2,ETS1,FGF2,FGF8,FOXO1,MTOR,ABL1,FZD2,GLI1,GLI2,GLI3,GRB2,GSK3B,GSTP1,HDAC1,HDAC2,HIF1A,APC,HRAS,BIRC2,XIAP,BIRC5,HSP90AB1,IGF1R,FAS,IKBKB,ITGA6,AR,ITGA3,ITGAV,ARAF,JAK1,JUN,JUP,KIT,KRAS,RHOA,LAMB1,LAMC1,ARNT,SMAD2,SMAD3,SMAD4,MAX,MDM2,MET,MLH1,MMP2,MSH2,MSH3,MYC,NFKB1,NFKB2,NFKBIA,NRAS,LEF1,PDGFA,PIAS4,SUFU,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,CYCS,EGLN1,PPARD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,BAD,PTEN,BAX,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RARA,RB1,CCND1,RELA,BCL2L1,BCR,RXRA,RXRB,BMP2,SKP2,SLC2A1,BMP4,SMO,SOS1,SOS2,BRCA2,STAT1,STAT3,STAT5B,STK4,TCEB1,TCEB2,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,TPM3,TPR,HSP90B1,TRAF2,TRAF3,TRAF6,VEGFA,VEGFB,VHL,WNT8A,FZD5,FZD3,CCDC6,NCOA4,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,CASP3,CASP9,CUL2,PIK3R3,PIAS1,RUNX1T1,CBL,CBLB,FADD,FGF17,CCNE1,CCNE2,TRAF4,RBX1,CDC42,CDH1 hsa00020 Citrate cycle23 (TCA cycle)30 5869 2561 0.000236 0.001352 CS,DLAT,DLD,DLST,IDH2,IDH3A,IDH3B,IDH3G,MDH1,MDH2,ACLY,ACO1,OGDH,ACO2,PCK2,PDHA1,PDHB,SDHA,SDHB,SDHC,SUCLG2,SUCLG1,SUCLA2 hsa05010 Alzheimer's96 disease 168 5869 2561 0.000245 0.00137 ADAM10,CDK5,ATP5H,CHP1,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,ATF6,NCSTN,BACE1,BACE2,GAPDH,GNAQ,GSK3B,UQCR10,HSD17B10,APAF1,IDE,APOE,APP,FAS,NDUFS7,MME,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP2A2,ATP5A1,ATP5C1,NDUFA13,APH1A,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,NDUFB11,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PSENEN,MAPK1,MAPK3,NDUFA12,PSEN1,PSEN2,BAD,SDHA,SDHB,SDHC,SNCA,ADAM17,TNFRSF1A,UQCRC1,UQCRC2,UQCRH,CALM1,CALM3,CAPN1,CAPN2,CASP3,CASP9,FADD,CDK5R1,NAE1,COX7A2L,COX5A,EIF2AK3 hsa04150 mTOR signaling35 pathway52 5869 2561 0.000465 0.002535 AKT3,EIF4B,EIF4E,EIF4EBP1,AKT1,AKT2,MTOR,RICTOR,ULK3,RPS6KA6,HIF1A,PDPK1,CAB39,PIK3CA,PIK3CB,PIK3R1,PIK3R2,DDIT4,PRKAA2,MAPK1,MAPK3,RHEB,RPS6,RPS6KA2,RPS6KA3,RPS6KB1,RPS6KB2,STK11,TSC2,VEGFA,VEGFB,CAB39L,ULK1,PIK3R3,EIF4E2 hsa03010 Ribosome 56 92 5869 2561 0.000599 0.00319 RPL35,RPL22L1,FAU,RPL13A,RPL36,MRPL13,RPL10A,RSL24D1,RPL3,RPL7A,RPL8,RPL12,RPL13,RPL15,RPL17,RPL19,RPL22,RPL23A,RPL26,RPL27,RPL27A,RPL28,RPL31,RPL32,RPL35A,RPL36AL,RPL37,RPL37A,RPLP0,RPLP1,RPLP2,RPS3,RPS5,RPS6,RPS7,RPS8,RPS9,RPS11,RPS12,RPS13,RPS14,RPS15,RPS15A,RPS16,RPS19,RPS20,RPS21,RPS23,RPS25,RPS26,RPS27,RPS28,RPS29,UBA52,RPL14,RPL23 hsa03430 Mismatch repair18 23 5869 2561 0.000764 0.003967 POLD3,MLH3,MLH1,MSH2,MSH3,PMS2,POLD1,POLD2,POLD4,RFC2,RFC3,RFC4,RFC5,RPA1,RPA2,RPA3,SSBP1,EXO1 hsa05012 Parkinson's 75disease 130 5869 2561 0.00078 0.003967 ATP5H,PARK7,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,HTRA2,GPR37,SLC25A4,SLC25A5,UQCR10,APAF1,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP5E,UBE2J1,ATP5F1,ATP5G1,ATP5G3,ATP5J,CYCS,NDUFB11,PPID,NDUFA12,SDHA,SDHB,SDHC,PINK1,SNCA,UBE2G1,UBE2G2,UBE2L3,UCHL1,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,CASP3,CASP9,COX7A2L,COX5A hsa00563 Glycosylphosphatidylinositol(GPI)-anchor19 25 5869 biosynthesis2561 0.001022 0.005089 PIGK,PIGU,PIGN,PIGW,PIGT,PIGA,PIGC,PIGF,PIGH,PIGX,PIGV,PGAP1,PIGO,GPAA1,PIGQ,PIGM,PIGS,PIGL,PIGB hsa03410 Base excision24 repair 34 5869 2561 0.001326 0.006462 PARP2,POLD3,PARP1,PARP4,FEN1,APEX2,POLL,HMGB1,APEX1,LIG3,MPG,OGG1,POLE3,POLB,POLD1,POLD2,POLE2,NEIL3,POLE4,POLD4,TDG,UNG,XRCC1,MBD4 hsa05216 Thyroid cancer21 29 5869 2561 0.001591 0.007591 TFG,CTNNB1,HRAS,KRAS,MYC,NRAS,LEF1,MAPK1,MAPK3,MAP2K1,MAP2K2,CCND1,RXRA,RXRB,TCF7L2,TPM3,TPR,CCDC6,NCOA4,TCF7L1,CDH1 hsa04350 TGF-beta signaling51 pathway85 5869 2561 0.001636 0.007644 CDKN2B,FST,CREBBP,E2F4,E2F5,EP300,ID1,ID2,ID3,ID4,RHOA,SMAD1,SMAD2,SMAD3,SMAD4,SMAD5,SMAD7,MYC,NODAL,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,MAPK1,MAPK3,SMURF1,RBL1,ROCK1,RPS6KB1,RPS6KB2,SMURF2,BMP2,BMP4,BMP7,BMPR1A,BMPR2,SP1,TFDP1,TGFB1,TGFB2,TGFBR1,TGFBR2,THBS1,THBS2,THBS3,INHBE,ACVR2A,ACVR2B,ROCK2,ZFYVE16,RBX1 hsa05120 Epithelial cell42 signaling 68in Helicobacter5869 pylori infection2561 0.001883 0.008625 ADAM10,NOD1,CHUK,CSK,ATP6V0E2,HBEGF,GIT1,IKBKB,JUN,LYN,MET,NFKB1,NFKBIA,PAK1,F11R,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,PLCG1,ATP6V0A1,ATP6AP1,MAPK8,MAPK9,PTPN11,JAM2,RAC1,RELA,MAPK12,MAP2K4,SRC,ADAM17,TJP1,CASP3,JAM3,MAP3K14,ATP6V0D1,ATP6V1G1,CDC42 hsa00190 Oxidative phosphorylation74 132 5869 2561 0.002481 0.010982 COX17,ATP5H,ATP5L,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CYC1,ATP6V0E2,UQCR10,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP6V1D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,ATP6V0A1,ATP6AP1,NDUFB11,PPA1,NDUFA12,SDHA,SDHB,SDHC,LHPP,UQCRC1,UQCRC2,UQCRH,ATP6V0D1,COX7A2L,COX5A,ATP6V1G1 hsa04360 Axon guidance73 130 5869 2561 0.002494 0.010982 CDK5,PAK4,SEMA3A,SEMA4F,SEMA4D,SEMA4B,SEMA3C,CFL1,NFAT5,CHP1,UNC5D,DPYSL2,EFNA1,EFNA2,EFNA3,EFNA4,EFNA5,EFNB1,EFNB2,EFNB3,EPHA2,EPHA1,EPHA4,EPHB3,EPHB4,EPHB6,UNC5B,ARHGEF12,SRGAP2,PLXNB2,ABL1,FYN,RND1,GNAI1,GNAI2,GNAI3,GSK3B,RHOD,HRAS,KRAS,RHOA,LIMK1,MET,NCK1,NFATC3,NFATC4,NRAS,PAK1,PAK2,PLXNA1,PLXNB1,SEMA4C,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,DPYSL5,SEMA6A,SEMA4G,RAC1,RAC2,RAC3,RASA1,ROBO1,ROCK1,CXCL12,SEMA3F,NCK2,ROCK2,SEMA3E,CDC42 hsa05223 Non-small cell34 lung cancer54 5869 2561 0.003177 0.013726 AKT3,CDK4,CDK6,E2F1,E2F3,AKT1,AKT2,FOXO3,GRB2,HRAS,ARAF,KRAS,NRAS,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,RAF1,RB1,CCND1,RXRA,RXRB,SOS1,SOS2,STK4,CASP9,PIK3R3 hsa00230 Purine metabolism88 162 5869 2561 0.003587 0.015209 ADA,NME6,PAICS,POLR3F,POLR3G,POLR3C,POLD3,ADCY3,POLR3A,NUDT5,ADSSL1,CANT1,ADK,ADSL,ADSS,DCK,POLR3H,AK2,AK4,NT5C2,POLA2,POLR1A,GART,GMPR,GUK1,NME7,NT5C,ZNRD1,NUDT2,APRT,IMPDH1,IMPDH2,ITPA,ATIC,NME3,NME4,PNP,POLR1D,GMPR2,PDE3B,PDE6D,PDE7A,PDE8A,PDE9A,PDE1B,POLR3K,PFAS,PGM1,NUDT9,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,PPAT,PGM2,PRIM1,POLR3B,PRPS1,POLE4,ADPRM,POLD4,PRUNE,RRM1,RRM2,POLR1E,POLR3D,POLR1B,NTPCR,PDE5A,PNPT1,GMPS,PAPSS1,POLR1C,ENTPD6,ENTPD5,ENTPD4 hsa04130 SNARE interactions24 in vesicular36 transport5869 2561 0.004393 0.018293 BET1,VTI1B,YKT6,VAMP5,VTI1A,STX2,BET1L,STX18,STX17,USE1,BNIP1,STX3,VAMP1,VAMP2,VAMP7,STX7,VAMP8,VAMP4,STX16,SNAP23,VAMP3,SNAP29,STX8,SEC22B hsa05214 Glioma 39 65 5869 2561 0.005569 0.022773 AKT3,CDK4,CDK6,CDKN1A,E2F1,E2F3,AKT1,AKT2,MTOR,GRB2,HRAS,IGF1R,ARAF,KRAS,MDM2,NRAS,PDGFA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,MAPK1,MAPK3,MAP2K1,MAP2K2,PTEN,RAF1,RB1,CCND1,SHC1,SOS1,SOS2,CALM1,CALM3,CAMK2D,CAMK2G,PIK3R3 hsa04146 Peroxisome46 79 5869 2561 0.00608 0.024426 ACOT8,SLC25A17,PMVK,DHRS4,PXMP4,CRAT,ECH1,EPHX2,ABCD1,ACSL3,ACSL4,AMACR,PRDX5,DECR2,HMGCL,HSD17B4,IDH2,GSTK1,MPV17,MVK,PRDX1,ACOX1,PIPOX,PEX7,PEX10,PEX12,PEX13,PHYH,PEX26,PECR,PEX19,ABCD3,PXMP2,PEX2,PEX5,SCP2,SOD1,ACOX3,NUDT12,FAR1,GNPAT,PEX3,AGPS,PEX11B,PEX11A,PEX11G hsa00520 Amino sugar30 and nucleotide48 sugar 5869metabolism2561 0.006378 0.025183 GNPDA1,GNE,GNPDA2,NANP,CYB5R3,GALK1,GALK2,GALT,GFPT1,GMDS,GMPPB,GMPPA,HEXB,MPI,CYB5R1,PGM1,PGM3,PMM1,PMM2,PGM2,NAGK,CMAS,GNPNAT1,UAP1,TSTA3,UGDH,UGP2,UXS1,FPGT,GFPT2 hsa05222 Small cell lung48 cancer 85 5869 2561 0.011204 0.043118 AKT3,CDK2,CDK4,CDK6,CDKN1B,CDKN2B,PIAS3,CHUK,E2F1,E2F3,AKT1,AKT2,APAF1,BIRC2,XIAP,IKBKB,ITGA6,ITGA3,ITGAV,LAMB1,LAMC1,MAX,MYC,NFKB1,NFKBIA,PIAS4,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,PTEN,RB1,CCND1,RELA,BCL2L1,RXRA,RXRB,SKP2,TRAF2,TRAF3,TRAF6,CASP9,PIK3R3,PIAS1,CCNE1,CCNE2,TRAF4 hsa04662 B cell receptor43 signaling75 pathway 5869 2561 0.011297 0.043118 AKT3,NFAT5,MALT1,CHP1,CHUK,AKT1,AKT2,GRB2,GSK3B,HRAS,IKBKB,JUN,KRAS,LYN,NFATC3,NFATC4,NFKB1,NFKBIA,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN6,RAC1,RAC2,RAC3,RAF1,RELA,SOS1,SOS2,PIK3R3,IFITM1,BCL10,CD81 hsa00280 Valine, leucine27 and isoleucine44 degradation5869 2561 0.013252 0.048948 ACAA2,HIBADH,DLD,ALDH1B1,ALDH9A1,ALDH3A2,HIBCH,ACAD8,HSD17B10,HADHA,HADHB,HADH,HMGCL,HMGCS1,ACADM,IVD,ALDH6A1,MUT,OXCT1,PCCA,PCCB,AUH,MCCC1,BCAT2,BCKDHB,MCCC2,MCEE hsa04962 Vasopressin-regulated27 water44 reabsorption5869 2561 0.013252 0.048948 CREB3,DCTN2,DCTN6,ADCY3,CREB1,DCTN1,DYNC1I2,DYNC1LI2,AQP3,ARHGDIA,ARHGDIB,NSF,DYNC1LI1,DCTN4,PRKACA,PRKX,RAB5A,RAB5B,RAB5C,CREB3L2,VAMP2,DYNC2H1,DCTN5,DYNLL1,RAB11A,CREB3L1,RAB11B hsa00670 One carbon13 pool by folate18 5869 2561 0.013492 0.049041 MTHFD2,MTFMT,DHFR,MTHFD1L,GART,AMT,MTHFD1,MTHFR,MTR,ATIC,SHMT1,SHMT2,TYMS hsa05160 Hepatitis C 71 135 5869 2561 0.021288 0.076172 AKT3,OCLN,NR1H3,PSME3,CDKN1A,IRF9,PIAS3,CHUK,CLDN3,CLDN7,CLDN23,CLDN19,EIF2S1,AKT1,AKT2,EIF2AK1,GRB2,TBK1,GSK3B,HRAS,IFNAR1,IFNAR2,IKBKB,EIF3E,IRF3,ARAF,JAK1,KRAS,LDLR,EIF2AK4,NFKB1,NFKBIA,NRAS,PIAS4,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R2D,MAPK1,MAPK3,MAPK8,MAPK9,BAD,MAVS,RAF1,RELA,RXRA,MAPK12,SOS1,SOS2,STAT1,STAT2,STAT3,TNFRSF1A,TRAF2,TRAF3,TRAF6,PIK3R3,PIAS1,RIPK1,SOCS3,CLDN6,CLDN1,EIF2AK3,CD81 hsa04122 Sulfur relay 8system 10 5869 2561 0.022185 0.078161 MOCS3,CTU2,MOCS2,MPST,TRMU,TST,URM1,NFS1 hsa00310 Lysine degradation26 44 5869 2561 0.027753 0.096296 EHMT2,DLST,ALDH1B1,ALDH9A1,ALDH3A2,SETD1B,GCDH,SETD2,HADHA,HADH,SETD8,OGDH,PIPOX,PLOD2,SETMAR,NSD1,SUV39H1,COLGALT1,SUV39H2,SETD7,SETDB2,DOT1L,SUV420H2,PLOD3,SETD1A,SETDB1 hsa00480 Glutathione29 metabolism50 5869 2561 0.028317 0.096784 GSTO2,GCLC,GCLM,GPX1,GPX2,GPX4,GPX7,ANPEP,GSS,GSTA4,GSTM1,GSTM3,GSTM4,GSTP1,GSTT2,GSTZ1,IDH2,GSTK1,MGST1,MGST3,LAP3,TXNDC12,PGD,RRM1,RRM2,SMS,SRM,GGCT,GSTO1 hsa04210 Apoptosis 48 89 5869 2561 0.031492 0.106054 AKT3,CHP1,CHUK,DFFA,ENDOG,AKT1,AKT2,ENDOD1,APAF1,BIRC2,XIAP,FAS,IKBKB,MYD88,ATM,NFKB1,NFKBIA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,PRKAR1A,PRKAR2A,PRKAR2B,PRKX,BAD,BAX,RELA,BCL2L1,TNFRSF1A,TRAF2,CAPN1,CAPN2,CASP3,CASP6,CASP9,PIK3R3,RIPK1,FADD,TNFRSF10B,CFLAR,MAP3K14 hsa04530 Tight junction69 133 5869 2561 0.032538 0.107987 AKT3,OCLN,CDK4,MYL12B,MYL9,MYL12A,CLDN3,CLDN7,CLDN23,CSNK2A1,CSNK2A2,CSNK2B,CLDN19,CTNNA1,CTNNB1,CTTN,AKT1,AKT2,RRAS2,MRAS,EPB41L3,MAGI3,GNAI1,GNAI2,GNAI3,HRAS,KRAS,RHOA,LLGL1,MLLT4,MYH9,MYH10,NRAS,F11R,PARD6A,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PRKCD,PRKCI,PPP2R2D,PTEN,CGN,JAM2,MYL7,RAB3B,RAB13,ACTB,RRAS,MPP5,SPTAN1,SRC,TJP1,YES1,ACTN4,SYMPK,JAM3,PARD6G,PARD6B,CASK,ACTN1,MPDZ,CLDN6,CLDN1,VAPA,TJAP1,MAGI2,CDC42 hsa04660 T cell receptor57 signaling108 pathway 5869 2561 0.033667 0.110139 AKT3,CDK4,PAK4,NFAT5,MALT1,CHP1,CHUK,MAP3K8,DLG1,AKT1,AKT2,FYN,GRB2,GSK3B,HRAS,IKBKB,JUN,KRAS,RHOA,NCK1,NFATC3,NFATC4,NFKB1,NFKBIA,NRAS,PAK1,PAK2,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAPK9,MAP2K1,MAP2K2,MAP2K7,PTPN6,RAF1,RELA,MAPK12,SOS1,SOS2,MAP3K7,NCK2,PIK3R3,CBL,CBLB,BCL10,MAP3K14,CDC42 hsa00970 Aminoacyl-tRNA35 biosynthesis63 5869 2561 0.037229 0.120077 FARSB,WARS2,FARS2,PSTK,MTFMT,AARS,DARS,EPRS,FARSA,LARS2,HARS2,PARS2,GARS,HARS,IARS,KARS,MARS,NARS,YARS2,DARS2,IARS2,RARS2,AARS2,QARS,RARS,SARS,TARS,VARS,WARS,CARS2,NARS2,TARS2,CARS,YARS,MARS2 hsa04330 Notch signaling27 pathway47 5869 2561 0.038975 0.123963 CREBBP,CTBP1,DTX3L,JAG1,DVL2,DVL3,DTX3,EP300,DTX4,NCSTN,KAT2A,HDAC1,HDAC2,NOTCH2,NOTCH3,APH1A,MAML3,PSENEN,PSEN1,PSEN2,RFNG,ADAM17,MAML2,NUMBL,CIR1,NCOR2,MAML1 hsa00532 Glycosaminoglycan14 biosynthesis22 - chondroitin5869 2561sulfate / dermatan0.047004 sulfate0.147451 UST,B4GALT7,CHST14,B3GALT6,CHSY1,B3GAT3,DSE,CHST11,CSGALNACT2,CHST12,XYLT1,XYLT2,CHPF,CHST3 hsa05219 Bladder cancer24 42 5869 2561 0.053712 0.164072 CDK4,CDKN1A,DAPK1,DAPK3,E2F1,E2F3,HRAS,ARAF,KRAS,MDM2,MMP2,MYC,NRAS,MAPK1,MAPK3,MAP2K1,MAP2K2,RAF1,RB1,CCND1,THBS1,VEGFA,VEGFB,CDH1 hsa00270 Cysteine and21 methionine36 metabolism5869 2561 0.053735 0.164072 CDO1,CTH,DNMT1,TRDMT1,DNMT3A,DNMT3B,AHCY,AHCYL2,AMD1,GOT1,GOT2,LDHA,MAT2A,MPST,MTR,ADI1,SMS,SRM,TST,MRI1,CBS hsa00562 Inositol phosphate31 metabolism57 5869 2561 0.066033 0.198967 CDIPT,PLCD3,PIKFYVE,PIP5K1C,IPMK,IMPA1,INPP4A,INPP5B,INPPL1,ITPK1,ALDH6A1,OCRL,ISYNA1,INPP5K,PIK3C2A,PIK3C3,PIK3CA,PIK3CB,PI4KA,PI4KB,PIP4K2A,PLCB3,PLCD1,PLCG1,PI4K2B,INPP5E,PTEN,IPPK,PIP4K2C,PIP4K2B,MINPP1 hsa04370 VEGF signaling40 pathway76 5869 2561 0.070582 0.209912 AKT3,NFAT5,CHP1,AKT1,AKT2,HRAS,HSPB1,KRAS,NFATC3,NFATC4,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAP2K1,MAP2K2,SPHK2,BAD,RAC1,RAC2,RAC3,RAF1,MAPK12,SRC,VEGFA,MAPKAPK3,PLA2G12A,CASP9,PIK3R3,SPHK1,MAPKAPK2,CDC42 hsa00062 Fatty acid elongation6 8 5869 2561 0.076167 0.221434 ACAA2,HADHA,HADHB,HADH,MECR,PPT1 hsa04920 Adipocytokine36 signaling68 pathway 5869 2561 0.07639 0.221434 AKT3,PPARGC1A,CHUK,CPT1C,CPT1A,AKT1,AKT2,ACSL3,ACSL4,MTOR,IKBKB,IRS1,JAK2,NFKB1,NFKBIA,PCK2,ADIPOR1,PRKAA2,PRKAB1,PRKAB2,PRKAG1,MAPK8,MAPK9,PTPN11,RELA,RXRA,RXRB,SLC2A1,STAT3,STK11,TNFRSF1A,TRAF2,ADIPOR2,IRS4,IRS2,SOCS3 hsa00600 Sphingolipid22 metabolism40 5869 2561 0.098257 0.279929 NEU3,KDSR,SGMS1,GBA,GLA,GLB1,ARSA,ASAH1,NEU1,ACER3,SMPD4,SPHK2,CERK,SMPD1,SMPD2,UGCG,SGPP1,DEGS1,SPHK1,SGPL1,B4GALT6,SPTLC2 hsa03450 Non-homologous9 end-joining14 5869 2561 0.099014 0.279929 RAD50,FEN1,XRCC6,POLL,POLM,LIG4,MRE11A,PRKDC,NHEJ1 hsa00640 Propanoate18 metabolism32 5869 2561 0.103562 0.289215 ALDH1B1,ALDH9A1,ALDH3A2,HIBCH,HADHA,ACACA,ACADM,LDHA,ALDH6A1,MUT,PCCA,PCCB,ACSS2,ACSS3,MCEE,SUCLG2,SUCLG1,SUCLA2 hsa00030 Pentose phosphate15 pathway27 5869 2561 0.145324 0.392367 RPIA,ALDOC,PGLS,DERA,PFKL,PFKM,PGD,PGM1,PGM2,PRPS1,RPE,RBKS,TALDO1,TKT,H6PD hsa04666 Fc gamma R-mediated47 phagocytosis95 5869 2561 0.146384 0.392367 AKT3,DNM1L,ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,ARPC1A,CFL1,WASF3,CRK,CRKL,DNM2,AKT1,AKT2,PIP5K1C,ARF6,LIMK1,LYN,MARCKS,MYO10,PAK1,ASAP1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PRKCD,MAPK1,MAPK3,MAP2K1,SPHK2,RAC1,RAC2,RAF1,RPS6KB1,RPS6KB2,MARCKSL1,VASP,ARPC5L,PIK3R3,SPHK1,WASF1,WASL,GAB2,CDC42 hsa04320 Dorso-ventral14 axis formation25 5869 2561 0.147633 0.392367 ETS1,ETS2,ETV6,GRB2,KRAS,NOTCH2,NOTCH3,MAPK1,MAPK3,MAP2K1,SPIRE1,CPEB1,SOS1,SOS2 hsa00290 Valine, leucine7 and isoleucine11 biosynthesis5869 2561 0.150628 0.392367 LARS2,IARS,PDHA1,PDHB,IARS2,BCAT2,VARS hsa00100 Steroid biosynthesis11 19 5869 2561 0.153086 0.392367 EBP,CYP2R1,DHCR7,DHCR24,FDFT1,LSS,NSDHL,HSD17B7,SOAT1,SQLE,TM7SF2 hsa00511 Other glycan10 degradation17 5869 2561 0.154029 0.392367 NEU3,AGA,MAN2B2,FUCA2,GBA,GLB1,HEXB,MANBA,NEU1,ENGASE hsa00533 Glycosaminoglycan9 biosynthesis15 - keratan5869 sulfate2561 0.154205 0.392367 B3GNT2,FUT8,ST3GAL2,ST3GAL3,B4GALT4,B4GALT3,B4GALT2,B3GNT7,CHST2 hsa00900 Terpenoid backbone9 biosynthesis15 5869 2561 0.154205 0.392367 PMVK,FDPS,PDSS1,HMGCR,HMGCS1,MVD,MVK,DHDDS,GGPS1 hsa04010 MAPK signaling125 pathway268 5869 2561 0.170341 0.428661 AKT3,MAP3K2,GADD45G,DUSP14,CHP1,CHUK,MAP3K8,ATF2,CRK,CRKL,DAXX,GADD45A,DDIT3,DUSP1,DUSP3,DUSP5,DUSP6,DUSP7,AKT1,AKT2,FGF2,FGF8,RRAS2,MRAS,TAB2,FLNA,MAPK8IP3,FLNB,FLNC,RPS6KA6,GNA12,MKNK2,GRB2,HRAS,HSPA1B,HSPA8,HSPB1,FAS,IKBKB,JUN,JUND,KRAS,ARRB1,ARRB2,MAX,MAP3K1,MAP3K3,MAP3K4,MAP3K11,MYC,GADD45B,ATF4,NF1,NFATC4,NFKB1,NFKB2,NRAS,PAK1,PAK2,ECSIT,PDGFA,NLK,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PPP5C,PRKACA,MAPK1,MAPK3,GNG12,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K6,MAP2K7,PRKX,DUSP22,TAOK1,RAC1,RAC2,RAC3,RAF1,RAP1B,RASA1,CACNG7,RELA,RPS6KA2,RPS6KA3,RRAS,MAPK12,MAP2K4,SOS1,SOS2,SRF,STK4,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,MAP3K12,CACNA2D1,CACNB3,MAPKAPK3,DUSP16,PLA2G12A,CASP3,MAP4K3,MAPKAPK5,MKNK1,LAMTOR3,FGF17,MAP3K14,MAPKAPK2,MAP4K4,RAPGEF2,CDC25B,CDC42 hsa04510 Focal adhesion94 200 5869 2561 0.183003 0.455519 AKT3,PAK4,MYL12B,MYL9,MYL12A,CRK,CRKL,CTNNB1,DIAPH1,DOCK1,AKT1,AKT2,FLNA,FLNB,FLNC,PIP5K1C,FYN,GRB2,ARHGAP35,GSK3B,HRAS,BIRC2,XIAP,IGF1R,ILK,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,JUN,RHOA,LAMB1,LAMC1,MET,MYLK,PPP1R12A,PAK1,PAK2,PDGFA,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PARVA,MAPK1,MAPK3,MAPK8,MAPK9,PDGFC,MAP2K1,BAD,PTEN,MYL7,RAC1,RAC2,RAC3,RAF1,RAP1B,CCND1,ACTB,ROCK1,SHC1,SOS1,SOS2,SPP1,SRC,THBS1,THBS2,THBS3,TLN1,VASP,VCL,VEGFA,VEGFB,VTN,ZYX,ACTN4,CAPN2,TLN2,PIK3R3,CAV1,CAV2,ACTN1,CCND2,CCND3,ROCK2,BCAR1,CDC42 hsa05130 Pathogenic 29Escherichia 58coli infection5869 2561 0.197569 0.48272 OCLN,ARPC4,ARPC3,ARPC1B,ARPC2,TUBA1B,ARPC1A,YWHAQ,CTNNB1,CTTN,ABL1,FYN,TUBB2B,RHOA,NCK1,NCL,ACTB,ROCK1,TUBA4A,EZR,YWHAZ,ARPC5L,NCK2,TUBB6,WASL,CLDN1,ROCK2,CDC42,CDH1 hsa05218 Melanoma 35 71 5869 2561 0.198147 0.48272 AKT3,CDK4,CDK6,CDKN1A,E2F1,E2F3,AKT1,AKT2,FGF2,FGF8,HRAS,IGF1R,ARAF,KRAS,MDM2,MET,NRAS,PDGFA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,PDGFC,MAP2K1,MAP2K2,BAD,PTEN,RAF1,RB1,CCND1,PIK3R3,FGF17,CDH1 hsa04070 Phosphatidylinositol38 signaling78 system5869 2561 0.212549 0.512355 CDS1,CDIPT,PLCD3,DGKA,DGKH,PIKFYVE,PIP5K1C,IMPA1,INPP4A,INPP5B,INPPL1,ITPK1,OCRL,INPP5K,PIK3C2A,PIK3C3,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PI4KA,PI4KB,PIP4K2A,PLCB3,PLCD1,PLCG1,PI4K2B,INPP5E,PTEN,IPPK,PIP4K2C,CALM1,CALM3,PIP4K2B,PIK3R3,DGKZ,DGKD,CDS2 hsa00630 Glyoxylate and10 dicarboxylate18 metabolism5869 2561 0.216011 0.515276 CS,PGP,MDH1,MDH2,MUT,ACO1,ACO2,PCCA,PCCB,MCEE hsa00730 Thiamine metabolism3 4 5869 2561 0.223506 0.527659 THTPA,NTPCR,NFS1 hsa00061 Fatty acid biosynthesis4 6 5869 2561 0.233069 0.544621 FASN,MCAT,ACACA,OXSM hsa04810 Regulation of99 actin cytoskeleton214 5869 2561 0.235758 0.54534 ARPC4,ARPC3,ARPC1B,ARPC2,ABI2,WASF2,PAK4,MYL12B,MYL9,ARPC1A,MYL12A,GNA13,CFL1,NCKAP1,IQGAP2,CRK,CRKL,CSK,DIAPH1,DOCK1,PIKFYVE,F2R,FGD1,FGF2,FGF8,RRAS2,MRAS,ARHGEF12,PIP5K1C,CYFIP2,GNA12,GIT1,ARHGAP35,APC,HRAS,ITGA6,ITGA3,ITGA5,ITGAV,ARAF,ITGB5,ITGB8,KRAS,RHOA,LIMK1,MSN,MYH9,MYH10,MYLK,PPP1R12A,NRAS,PAK1,PAK2,PDGFA,PFN1,PFN2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PIP4K2A,PPP1CA,PPP1CC,ENAH,MAPK1,MAPK3,GNG12,PDGFC,MAP2K1,MAP2K2,MYL7,RAC1,RAC2,RAC3,RAF1,RDX,ACTB,ROCK1,RRAS,SOS1,SOS2,TIAM1,TMSB4X,VCL,EZR,PIP4K2C,ACTN4,ARPC5L,PIP4K2B,PIK3R3,ACTN1,FGF17,IQGAP1,ARHGEF7,WASF1,WASL,ROCK2,BCAR1,CDC42 hsa04960 Aldosterone-regulated21 42sodium reabsorption5869 2561 0.247833 0.567537 SFN,INSR,IRS1,KRAS,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,SGK1,IRS4,PIK3R3,IRS2,SLC9A3R2 hsa00051 Fructose and18 mannose 36metabolism5869 2561 0.271792 0.616242 ALDOC,GMDS,PHPT1,GMPPB,GMPPA,KHK,MPI,PFKFB3,PFKFB4,PFKL,PFKM,PMM1,PMM2,SORD,TSTA3,FPGT,MTMR2,MTMR6 hsa04140 Regulation of17 autophagy34 5869 2561 0.280632 0.630046 ATG7,GABARAP,GABARAPL2,ATG4A,ATG4B,GABARAPL1,ULK3,PIK3R4,PIK3C3,PRKAA2,ATG3,ULK1,ATG4C,ATG4D,BECN1,ATG12,ATG5 hsa00450 Selenocompound9 metabolism17 5869 2561 0.29616 0.658453 PSTK,CTH,SEPHS2,SEPHS1,MARS,MTR,SCLY,PAPSS1,MARS2 hsa00790 Folate biosynthesis6 11 5869 2561 0.332153 0.730947 DHFR,FPGS,ALPL,PTS,QDPR,SPR hsa05142 Chagas disease48 (American104 trypanosomiasis)5869 2561 0.33515 0.730947 AKT3,CHUK,AKT1,AKT2,GNA11,GNAI1,GNAI2,GNAI3,GNAL,GNAQ,IFNGR1,IFNGR2,FAS,IKBKB,JUN,SMAD2,SMAD3,MYD88,NFKB1,NFKBIA,SERPINE1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R2D,MAPK1,MAPK3,MAPK8,MAPK9,RELA,MAPK12,MAP2K4,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF6,CALR,PIK3R3,FADD,CFLAR hsa05217 Basal cell carcinoma26 55 5869 2561 0.339416 0.733267 FZD10,CTNNB1,DVL2,DVL3,FZD2,GLI1,GLI2,GLI3,GSK3B,APC,LEF1,SUFU,BMP2,BMP4,SMO,TCF7L2,WNT8A,FZD5,FZD3,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1 hsa00130 Ubiquinone4 and other terpenoid-quinone7 5869 biosynthesis2561 0.362954 0.77679 COQ2,COQ6,COQ3,COQ5 hsa05110 Vibrio cholerae25 infection54 5869 2561 0.3962 0.832383 ADCY3,KDELR1,SEC61B,ATP6V0E2,SEC61G,SEC61A1,ARF1,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,PLCG1,ATP6V0A1,ATP6AP1,SEC61A2,PRKACA,PRKX,ACTB,SLC12A2,TJP1,ATP6V0D1,ATP6V1G1 hsa05014 Amyotrophic25 lateral sclerosis54 (ALS)5869 2561 0.3962 0.832383 TOMM40,CHP1,DAXX,GPX1,APAF1,NEFM,NEFL,CYCS,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAP2K6,BAD,BAX,RAB5A,RAC1,BCL2L1,MAPK12,SOD1,TNFRSF1A,DERL1,CASP3,CASP9,CCS hsa00785 Lipoic acid metabolism2 3 5869 2561 0.40504 0.839076 LIPT2,LIPT1 hsa04720 Long-term potentiation32 70 5869 2561 0.406713 0.839076 CHP1,CREBBP,EP300,RPS6KA6,GNAQ,HRAS,ARAF,KRAS,PPP1R12A,ATF4,NRAS,PLCB3,PPP1CA,PPP1CC,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,RAF1,RAP1B,RPS6KA2,RPS6KA3,CALM1,CALM3,CAMK2D,CAMK2G hsa04710 Circadian rhythm11 23 5869 2561 0.419444 0.853785 CRY1,CSNK1D,CSNK1E,FBXW11,FBXL3,ARNTL,BHLHE40,BTRC,NR1D1,CLOCK,RBX1 hsa00250 Alanine, aspartate15 and 32glutamate metabolism5869 2561 0.4213 0.853785 ADSSL1,ADSL,ADSS,GFPT1,GLS,GLUL,GOT1,GOT2,ASNS,PPAT,NIT2,CAD,ALDH5A1,GPT2,GFPT2 hsa00564 Glycerophospholipid36 metabolism80 5869 2561 0.444853 0.893608 LPCAT3,CEPT1,CDS1,CDIPT,LYPLA1,AGPAT1,AGPAT2,CHKA,MBOAT2,DGKA,DGKH,PLA2G15,PISD,LCLAT1,GPD2,LCAT,PCYT1A,CRLS1,ETNK2,AGPAT4,ADPRM,CHPT1,GPAM,PCYT2,LPCAT1,PTDSS2,PLA2G12A,GNPAT,DGKZ,DGKD,EPT1,CDS2,PCYT1B,PGS1,PTDSS1,LPGAT1 hsa04380 Osteoclast differentiation57 128 5869 2561 0.45227 0.900606 AKT3,IRF9,CHUK,CREB1,CSF1,CYBA,AKT1,AKT2,TAB2,FYN,GRB2,IFNAR1,IFNAR2,IFNGR1,IFNGR2,IKBKB,JAK1,JUN,JUNB,JUND,NFKB1,NFKB2,NFKBIA,TNFRSF11B,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP3CA,PPP3CB,PPP3CC,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K6,MAP2K7,RAC1,RELA,MAPK12,STAT1,STAT2,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,FOSL1,PIK3R3,SOCS1,MAP3K14,SOCS3,GAB2 hsa04664 Fc epsilon RI35 signaling pathway79 5869 2561 0.495604 0.97839 AKT3,AKT1,AKT2,FYN,GRB2,HRAS,KRAS,LYN,NRAS,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PRKCD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K6,MAP2K7,RAC1,RAC2,RAC3,RAF1,MAPK12,MAP2K4,SOS1,SOS2,PLA2G12A,PIK3R3,GAB2 hsa00052 Galactose metabolism12 27 5869 2561 0.540229 1 GAA,GALK1,GALK2,GALT,GLA,GLB1,PFKL,PFKM,PGM1,PGM2,UGP2,B4GALT2 hsa04916 Melanogenesis44 101 5869 2561 0.544448 1 CREB3,ADCY3,FZD10,CREB1,CREBBP,CTNNB1,DVL2,DVL3,EDN1,EP300,FZD2,GNAI1,GNAI2,GNAI3,GNAQ,GSK3B,HRAS,KIT,KRAS,NRAS,LEF1,PLCB3,PRKACA,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,RAF1,CREB3L2,TCF7L2,WNT8A,FZD5,FZD3,CALM1,CALM3,CAMK2D,CAMK2G,FZD1,FZD6,FZD7,FZD8,TCF7L1,CREB3L1 hsa01040 Biosynthesis9 of unsaturated21 fatty acids5869 2561 0.611278 1 HADHA,FADS1,ACOX1,HSD17B12,ELOVL2,PECR,ELOVL5,ELOVL6,ACOX3 hsa04670 Leukocyte transendothelial50 117 migration5869 2561 0.613688 1 OCLN,MYL12B,MYL9,MYL12A,CLDN3,CLDN7,CLDN23,CLDN19,CTNNA1,CTNNB1,CTNND1,CYBA,GNAI1,GNAI2,GNAI3,ARHGAP35,ICAM1,RHOA,MLLT4,MMP2,MSN,F11R,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PTPN11,JAM2,MYL7,RAC1,RAC2,RAP1B,ACTB,ROCK1,MAPK12,CXCL12,THY1,VASP,VCL,EZR,ACTN4,JAM3,PIK3R3,ACTN1,CLDN6,CLDN1,ROCK2,BCAR1,CDC42 hsa00620 Pyruvate metabolism17 40 5869 2561 0.617369 1 DLAT,DLD,ALDH1B1,ALDH9A1,ALDH3A2,GLO1,HAGH,ACACA,LDHA,MDH1,MDH2,ME1,ME2,PCK2,PDHA1,PDHB,ACSS2 hsa00534 Glycosaminoglycan11 biosynthesis26 - heparan5869 sulfate2561 / heparin0.627965 1 B4GALT7,B3GALT6,EXT1,EXTL3,GLCE,B3GAT3,NDST1,XYLT1,XYLT2,HS6ST2,HS3ST3B1 hsa00531 Glycosaminoglycan8 degradation19 5869 2561 0.639155 1 GALNS,GLB1,GNS,GUSB,HEXB,NAGLU,SGSH,HYAL2 hsa00071 Fatty acid degradation18 43 5869 2561 0.649416 1 ACAA2,CPT1C,CPT1A,CPT2,ECI1,ACSL3,ACSL4,ALDH1B1,ALDH9A1,ALDH3A2,GCDH,HADHA,HADHB,HADH,ACADM,ACADVL,ACOX1,ACOX3 hsa00860 Porphyrin and18 chlorophyll43 metabolism5869 2561 0.649416 1 COX10,COX15,CPOX,EPRS,ALAD,ALAS1,FECH,FTH1,GUSB,HCCS,HMBS,HMOX1,HMOX2,MMAB,PPOX,BLVRA,UROD,UROS hsa04977 Vitamin digestion10 and absorption24 5869 2561 0.652633 1 SLC19A2,SLC46A1,MMACHC,APOA4,ABCC1,LMBRD1,SLC19A1,BTD,TCN2,SLC5A6 hsa04930 Type II diabetes20 mellitus48 5869 2561 0.661543 1 SOCS4,MTOR,IKBKB,INSR,IRS1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PRKCD,MAPK1,MAPK3,MAPK8,MAPK9,IRS4,PIK3R3,SOCS1,IRS2,SOCS2,SOCS3 hsa00780 Biotin metabolism1 2 5869 2561 0.682352 1 BTD hsa04912 GnRH signaling42 pathway101 5869 2561 0.697517 1 MAP3K2,CGA,ADCY3,HBEGF,GNA11,GNAQ,GRB2,HRAS,JUN,KRAS,MAP3K1,MAP3K3,MAP3K4,MMP2,MMP14,ATF4,NRAS,PLCB3,PRKACA,PRKCD,MAPK1,MAPK3,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K6,MAP2K7,PRKX,RAF1,MAPK12,MAP2K4,SOS1,SOS2,SRC,CALM1,CALM3,PLA2G12A,CAMK2D,CAMK2G,CDC42 hsa00604 Glycosphingolipid6 biosynthesis15 - ganglio5869 series2561 0.703475 1 ST6GALNAC4,GLB1,HEXB,ST3GAL2,ST3GAL5,SLC33A1 hsa04621 NOD-like receptor24 signaling59 pathway5869 2561 0.721813 1 NOD1,SUGT1,CHUK,TAB2,TAB3,BIRC2,XIAP,HSP90AB1,IKBKB,NFKB1,NFKBIA,ERBB2IP,MAPK1,MAPK3,MAPK8,MAPK9,RELA,MAPK12,MAP3K7,TNFAIP3,HSP90B1,TRAF6,TRIP6,RIPK2 hsa00400 Phenylalanine,2 tyrosine5 and tryptophan5869 biosynthesis2561 0.723011 1 GOT1,GOT2 hsa04964 Proximal tubule9 bicarbonate23 reclamation5869 2561 0.739027 1 SLC25A10,GLS,MDH1,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PCK2 hsa00920 Sulfur metabolism5 13 5869 2561 0.741018 1 BPNT1,CHST11,CHST12,SUOX,PAPSS1 hsa05412 Arrhythmogenic30 right ventricular74 cardiomyopathy5869 2561 (ARVC)0.743793 1 CDH2,CTNNA1,CTNNB1,DAG1,DES,DSC2,DSG2,DSP,EMD,GJA1,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,JUP,LMNA,ATP2A2,LEF1,PKP2,CACNG7,ACTB,SGCB,TCF7L2,CACNA2D1,CACNB3,ACTN4,TCF7L1,ACTN1 hsa05020 Prion diseases14 36 5869 2561 0.770531 1 STIP1,EGR1,FYN,HSPA5,LAMC1,PRKACA,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,PRNP,BAX,SOD1 hsa00770 Pantothenate6 and CoA 16biosynthesis5869 2561 0.770629 1 PANK4,BCAT2,PANK3,PPCS,PANK2,COASY hsa00740 Riboflavin metabolism4 11 5869 2561 0.7831 1 ACP6,ACP1,ACP2,RFK hsa00330 Arginine and21 proline metabolism54 5869 2561 0.800227 1 SAT2,CKB,ALDH1B1,ALDH9A1,ALDH3A2,AMD1,GLS,GLUL,GOT1,GOT2,PYCR2,OAT,P4HA1,LAP3,PYCR1,ALDH18A1,SAT1,PYCRL,SMS,SRM,ACY1 hsa00603 Glycosphingolipid5 biosynthesis14 - globo5869 series 2561 0.80601 1 GLA,HEXB,NAGA,ST3GAL2,B3GALNT1 hsa00260 Glycine, serine12 and threonine32 metabolism5869 2561 0.810081 1 CTH,DLD,ALAS1,GCAT,PHGDH,GLDC,AMT,PSAT1,PIPOX,SHMT1,SHMT2,CBS hsa04966 Collecting duct10 acid secretion27 5869 2561 0.811912 1 ATP6V0E2,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0A1,ATP6V0D1,ATP6V1G1 hsa00410 beta-Alanine8 metabolism22 5869 2561 0.816439 1 ALDH1B1,ALDH9A1,ALDH3A2,HIBCH,HADHA,ACADM,SMS,SRM hsa00750 Vitamin B6 metabolism2 6 5869 2561 0.819132 1 PSAT1,PNPO hsa04260 Cardiac muscle30 contraction77 5869 2561 0.828368 1 SLC9A6,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,UQCR10,MYL3,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,ATP2A2,CACNG7,ACTC1,TNNC1,TNNI3,TNNT2,TPM2,TPM3,UQCRC1,UQCRC2,UQCRH,CACNA2D1,CACNB3,COX7A2L,COX5A hsa00512 Mucin type 11O-Glycan biosynthesis30 5869 2561 0.830266 1 GALNT1,GALNT2,GCNT1,C1GALT1C1,GALNT7,GALNT10,C1GALT1,ST3GAL2,GALNT14,GALNT12,B4GALT5 hsa00072 Synthesis and3 degradation9 of ketone5869 bodies 2561 0.83057 1 HMGCL,HMGCS1,OXCT1 hsa04620 Toll-like receptor40 signaling102 pathway5869 2561 0.843493 1 AKT3,CHUK,MAP3K8,AKT1,AKT2,TAB2,TBK1,IFNAR1,IFNAR2,IKBKB,IRF3,JUN,MYD88,NFKB1,NFKBIA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,TOLLIP,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K6,MAP2K7,RAC1,RELA,MAPK12,MAP2K4,SPP1,STAT1,MAP3K7,TRAF3,TRAF6,PIK3R3,RIPK1,FADD hsa04540 Gap junction35 90 5869 2561 0.846725 1 TUBA1B,MAP3K2,ADCY3,CSNK1D,LPAR1,GJA1,GNA11,GNAI1,GNAI2,GNAI3,GNAQ,GRB2,HRAS,TUBB2B,KRAS,NRAS,PDGFA,PLCB3,PRKACA,MAPK1,MAPK3,MAPK7,PDGFC,MAP2K1,MAP2K2,MAP2K5,PRKX,RAF1,SOS1,SOS2,SRC,TJP1,TUBA4A,TUBB6,CDK1 hsa04340 Hedgehog signaling21 pathway56 5869 2561 0.856947 1 CSNK1D,CSNK1E,CSNK1G2,CSNK1G3,FBXW11,GLI1,GLI2,GLI3,GSK3B,LRP2,SUFU,RAB23,PRKACA,PRKX,BMP2,BMP4,BMP7,SMO,WNT8A,ZIC2,BTRC hsa05145 Toxoplasmosis52 133 5869 2561 0.876448 1 AKT3,PPIF,CHUK,AKT1,AKT2,TAB2,GNAI1,GNAI2,GNAI3,BIRC2,HSPA1B,XIAP,HSPA8,IFNGR1,IFNGR2,IKBKB,ITGA6,JAK1,JAK2,LAMB1,LAMC1,LDLR,MYD88,NFKB1,NFKBIA,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K6,BAD,RELA,BCL2L1,MAPK12,STAT1,STAT3,MAP3K7,TGFB1,TGFB2,TNFRSF1A,TRAF6,PLA2G12A,CASP3,CASP9,PIK3R3,SOCS1 hsa00460 Cyanoamino2 acid metabolism7 5869 2561 0.884133 1 SHMT1,SHMT2 hsa00760 Nicotinate and8 nicotinamide24 metabolism5869 2561 0.891157 1 NT5C2,QPRT,NNT,NT5C,PNP,NMNAT1,NADK,NUDT12 hsa00561 Glycerolipid18 metabolism50 5869 2561 0.892692 1 AKR1A1,AGPAT1,AGPAT2,MBOAT2,DGKA,DGKH,ALDH1B1,ALDH9A1,ALDH3A2,LCLAT1,GK,GLA,AGPAT4,GPAM,PNPLA3,DGKZ,DGKD,DGAT1 hsa00471 D-Glutamine1 and D-glutamate4 metabolism5869 2561 0.899153 1 GLS hsa04622 RIG-I-like receptor26 signaling71 pathway5869 2561 0.907369 1 CHUK,DDX3X,TBK1,IKBKB,IRF3,MAP3K1,NFKB1,NFKBIA,PIN1,OTUD5,MAPK8,MAPK9,MAVS,RELA,MAPK12,AZI2,MAP3K7,TRAF2,TRAF3,TRAF6,TRIM25,SIKE1,RIPK1,FADD,ATG12,ATG5 hsa00650 Butanoate metabolism10 30 5869 2561 0.908946 1 HADHA,HADH,HMGCL,HMGCS1,OXCT1,PDHA1,PDHB,AACS,ALDH5A1,L2HGDH hsa04623 Cytosolic DNA-sensing20 pathway56 5869 2561 0.910302 1 ADAR,POLR3F,POLR3G,POLR3C,POLR3A,CHUK,POLR3H,TBK1,IKBKB,IRF3,NFKB1,NFKBIA,POLR1D,POLR3K,POLR3B,MAVS,RELA,POLR3D,RIPK1,POLR1C hsa00565 Ether lipid metabolism12 36 5869 2561 0.923608 1 CEPT1,PAFAH1B1,PAFAH1B2,PAFAH1B3,PAFAH2,ENPP2,CHPT1,PLA2G7,LPCAT1,PLA2G12A,AGPS,EPT1 hsa04614 Renin-angiotensin5 system17 5869 2561 0.926244 1 ANPEP,MME,CTSA,NLN,THOP1 hsa04730 Long-term depression25 70 5869 2561 0.929717 1 GNA13,GNA11,GNA12,GNAI1,GNAI2,GNAI3,GNAQ,GNAZ,HRAS,IGF1R,ARAF,KRAS,LYN,NRAS,PLCB3,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,MAPK1,MAPK3,MAP2K1,MAP2K2,RAF1,PLA2G12A hsa00010 Glycolysis / 23Gluconeogenesis65 5869 2561 0.930995 1 AKR1A1,GALM,DLAT,DLD,ENO2,ALDH1B1,ALDH9A1,ALDH3A2,ALDOC,GAPDH,GAPDHS,LDHA,PCK2,PDHA1,PDHB,PFKL,PFKM,PGAM1,PGK1,PGM1,PGM2,ACSS2,BPGM hsa00340 Histidine metabolism9 29 5869 2561 0.942737 1 WBSCR22,METTL6,ALDH1B1,ALDH9A1,ALDH3A2,HEMK1,LCMT1,TRMT11,LCMT2 hsa05410 Hypertrophic29 cardiomyopathy83 (HCM)5869 2561 0.958466 1 DAG1,DES,EMD,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,LMNA,MYL3,ATP2A2,PRKAA2,PRKAB1,PRKAB2,PRKAG1,CACNG7,ACTB,SGCB,ACTC1,TGFB1,TGFB2,TNNC1,TNNI3,TNNT2,TPM2,TPM3,CACNA2D1,CACNB3 hsa04973 Carbohydrate14 digestion44 and absorption5869 2561 0.960778 1 AKT3,AKT1,AKT2,SLC37A4,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PIK3R3 hsa04062 Chemokine 71signaling pathway189 5869 2561 0.96353 1 AKT3,ADCY3,CHUK,CRK,CRKL,CSK,ADRBK2,AKT1,AKT2,FOXO3,GNAI1,GNAI2,GNAI3,GNB1,GNB2,GNG5,GNG7,GNG10,GRK5,GRK6,GRB2,GSK3A,GSK3B,HRAS,IKBKB,JAK2,KRAS,RHOA,LYN,ARRB1,ARRB2,NFKB1,NFKBIA,NRAS,PAK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,SHC3,PRKACA,PRKCD,MAPK1,MAPK3,GNG12,MAP2K1,PRKX,RAC1,RAC2,RAF1,RAP1B,GNB4,RELA,ROCK1,CXCL12,SHC1,SOS1,SOS2,STAT1,STAT2,STAT3,STAT5B,TIAM1,PIK3R3,WASL,ROCK2,CXCL14,BCAR1,ELMO1,CDC42 hsa00430 Taurine and2 hypotaurine10 metabolism5869 2561 0.971811 1 CDO1,ADO hsa00360 Phenylalanine4 metabolism17 5869 2561 0.976107 1 GOT1,GOT2,MIF,PRDX6 hsa00514 Other types14 of O-glycan46 biosynthesis5869 2561 0.976777 1 POMT1,POFUT2,GXYLT1,POMT2,POMGNT1,POGLUT1,RFNG,ST6GAL1,ST3GAL3,COLGALT1,B4GALT3,B4GALT2,PLOD3,CHST10 hsa04630 Jak-STAT signaling56 pathway155 5869 2561 0.977529 1 AKT3,SPRY1,STAM2,IRF9,PIAS3,CISH,SOCS4,CNTFR,CREBBP,SPRED1,SPRED2,EP300,AKT1,AKT2,CLCF1,GHR,GRB2,SOCS7,IFNAR1,IFNAR2,IFNGR1,IFNGR2,IL6ST,JAK1,JAK2,LIFR,MYC,IL23A,PIAS4,PIK3CA,PIK3CB,PIM1,PIK3R1,PIK3R2,PTPN6,PTPN11,CCND1,BCL2L1,SOS1,SOS2,STAT1,STAT2,STAT3,STAT5B,STAT6,STAM,SPRY4,PIK3R3,PIAS1,SOCS1,CBL,CBLB,SOCS2,CCND2,CCND3,SOCS3 hsa00350 Tyrosine metabolism12 41 5869 2561 0.980055 1 WBSCR22,COMT,METTL6,FAH,GOT1,GOT2,GSTZ1,MIF,HEMK1,LCMT1,TRMT11,LCMT2 hsa03320 PPAR signaling22 pathway70 5869 2561 0.986911 1 NR1H3,SLC27A4,CPT1C,CPT1A,CPT2,DBI,FABP5,ACSL3,ACSL4,GK,ACADM,ILK,ME1,ACOX1,PCK2,PDPK1,PLTP,PPARD,RXRA,RXRB,SCP2,ACOX3 hsa00120 Primary bile3 acid biosynthesis16 5869 2561 0.99122 1 AMACR,HSD17B4,SCP2 hsa00601 Glycosphingolipid6 biosynthesis26 - lacto5869 and neolacto2561 series0.991691 1 ST3GAL6,B3GNT2,ST3GAL3,B4GALT4,B4GALT3,B4GALT2 hsa05416 Viral myocarditis22 72 5869 2561 0.992 1 CXADR,CD55,DAG1,EIF4G1,EIF4G2,ABL1,FYN,ABL2,ICAM1,MYH9,MYH10,CYCS,RAC1,RAC2,RAC3,CCND1,ACTB,SGCB,CASP3,CASP9,CAV1,EIF4G3 hsa00910 Nitrogen metabolism5 23 5869 2561 0.99227 1 CTH,GLS,AMT,GLUL,ASNS hsa04270 Vascular smooth38 muscle116 contraction5869 2561 0.993973 1 RAMP2,MYL9,GNA13,ADCY3,ADORA2B,MYL6B,EDNRA,ARHGEF12,KCNMB4,GNA11,GNA12,GNAQ,ARAF,KCNMB1,RHOA,MYL6,MYLK,PPP1R12A,PLCB3,PPP1CA,PPP1CC,PRKACA,PRKCD,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,RAF1,ACTA2,ROCK1,ACTG2,CALM1,CALM3,PLA2G12A,PPP1R14A,ROCK2,ARHGEF11 hsa05144 Malaria 14 51 5869 2561 0.994431 1 GYPC,ICAM1,MET,MYD88,SDC1,SDC2,SDC4,TGFB1,TGFB2,THBS1,THBS2,THBS3,SDC3,CD81 hsa05414 Dilated cardiomyopathy28 90 5869 2561 0.994758 1 ADCY3,DAG1,DES,EMD,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,LMNA,MYL3,ATP2A2,PRKACA,PRKX,CACNG7,ACTB,SGCB,ACTC1,TGFB1,TGFB2,TNNC1,TNNI3,TNNT2,TPM2,TPM3,CACNA2D1,CACNB3 hsa04145 Phagosome53 156 5869 2561 0.994977 1 TUBA1B,SEC61B,CYBA,ATP6V0E2,DYNC1I2,DYNC1LI2,PIKFYVE,SEC61G,STX12,SEC61A1,TUBB2B,ITGA5,ITGAV,ITGB5,LAMP1,LAMP2,M6PR,DYNC1LI1,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,PIK3C3,ATP6V1E1,ATP6V0B,STX18,ATP6V0A1,ATP6AP1,SEC61A2,RAB5A,RAB5B,RAB5C,RAC1,ACTB,TAP1,TFRC,THBS1,THBS2,THBS3,TUBA4A,DYNC2H1,COLEC12,CALR,CANX,EEA1,STX7,TUBB6,ATP6V0D1,HGS,VAMP3,ATP6V1G1,SEC22B hsa04612 Antigen processing23 and78 presentation5869 2561 0.996532 1 PSME3,IFI30,CREB1,CTSB,PDIA3,HSPA1B,HSPA4,HSPA5,HSPA8,HSP90AB1,NFYA,NFYB,LGMN,B2M,PSME1,PSME2,RFX5,RFXAP,TAP1,TAPBP,CALR,CANX,RFXANK hsa05140 Leishmaniasis21 73 5869 2561 0.997019 1 CYBA,TAB2,IFNGR1,IFNGR2,JAK1,JAK2,JUN,MYD88,NFKB1,NFKBIA,MAPK1,MAPK3,PTPN6,RELA,MAPK12,MARCKSL1,STAT1,MAP3K7,TGFB1,TGFB2,TRAF6 hsa00040 Pentose and7 glucuronate32 interconversions5869 2561 0.997191 1 ALDH1B1,ALDH3A2,GUSB,DCXR,RPE,UGDH,UGP2 hsa04744 Phototransduction6 29 5869 2561 0.997435 1 GNB1,ARRB1,ARRB2,CALM1,CALM3,SLC24A1 hsa04650 Natural killer43 cell mediated136 cytotoxicity5869 2561 0.998603 1 NFAT5,CHP1,FYN,GRB2,HRAS,ICAM1,IFNAR1,IFNAR2,IFNGR1,IFNGR2,FAS,ARAF,KRAS,NFATC3,NFATC4,NRAS,PAK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN6,PTPN11,RAC1,RAC2,RAC3,RAF1,SHC1,SOS1,SOS2,CASP3,PIK3R3,TNFRSF10B hsa00592 alpha-Linolenic3 acid metabolism20 5869 2561 0.998655 1 ACOX1,PLA2G12A,ACOX3 hsa04512 ECM-receptor24 interaction85 5869 2561 0.998885 1 DAG1,HMMR,HSPG2,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,AGRN,LAMB1,LAMC1,SDC1,SDC2,SDC4,SPP1,THBS1,THBS2,THBS3,VTN,CD44,CD47,SDC3,SV2A hsa02010 ABC transporters10 44 5869 2561 0.998912 1 ABCC5,ABCC4,ABCD1,ABCB7,ABCB10,ABCC1,ABCD3,TAP1,ABCC10,ABCG2 hsa04971 Gastric acid20 secretion 74 5869 2561 0.998998 1 ADCY3,GNAI1,GNAI2,GNAI3,GNAQ,MYLK,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PLCB3,PRKACA,PRKX,ACTB,EZR,CALM1,CALM3,CAMK2D,CAMK2G hsa05143 African trypanosomiasis7 35 5869 2561 0.999135 1 F2RL1,GNAQ,ICAM1,FAS,MYD88,PLCB3,THOP1 hsa00380 Tryptophan9 metabolism42 5869 2561 0.99929 1 WARS2,ALDH1B1,ALDH9A1,ALDH3A2,GCDH,HADHA,HADH,OGDH,WARS hsa00983 Drug metabolism12 - other52 enzymes 5869 2561 0.999427 1 GUSB,IMPDH1,IMPDH2,ITPA,UCKL1,TK1,TPMT,UCK2,UMPS,UCK1,GMPS,CDA hsa00053 Ascorbate and4 aldarate26 metabolism5869 2561 0.999533 1 ALDH1B1,ALDH9A1,ALDH3A2,UGDH hsa05340 Primary immunodeficiency6 35 5869 2561 0.999791 1 ADA,RFX5,RFXAP,TAP1,UNG,RFXANK hsa04976 Bile secretion17 71 5869 2561 0.99984 1 ABCC4,ADCY3,EPHX1,HMGCR,KCNN2,LDLR,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PRKACA,PRKX,NCEH1,RXRA,SLC2A1,ABCG2 hsa04950 Maturity onset3 diabetes25 of the young5869 2561 0.999884 1 NR5A2,HHEX,FOXA3 hsa00500 Starch and sucrose10 metabolism54 5869 2561 0.999977 1 GAA,GBE1,GUSB,GYS1,PGM1,PGM2,PYGB,UGDH,UGP2,UXS1 hsa05323 Rheumatoid21 arthritis 92 5869 2561 0.999992 1 CSF1,ATP6V0E2,ICAM1,JUN,ATP6V1D,IL23A,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,ATP6V0A1,ATP6AP1,CXCL12,TGFB1,TGFB2,VEGFA,VEGFB,ATP6V0D1,ATP6V1G1 hsa04975 Fat digestion7 and absorption46 5869 2561 0.999992 1 AGPAT1,AGPAT2,SLC27A4,GOT2,APOA4,PLA2G12A,DGAT1 hsa05146 Amoebiasis25 106 5869 2561 0.999996 1 GNA11,GNAL,GNAQ,HSPB1,LAMB1,LAMC1,NFKB1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,PRKACA,PRKX,RAB5A,RAB5B,RAB5C,RELA,TGFB1,TGFB2,VCL,ACTN4,CASP3,PIK3R3,ACTN1 hsa00590 Arachidonic10 acid metabolism59 5869 2561 0.999997 1 CYP2U1,EPHX2,GPX1,GPX2,GPX7,LTA4H,PTGIS,PTGES2,PLA2G12A,CBR1 hsa00980 Metabolism13 of xenobiotics71 by cytochrome5869 P4502561 0.999999 1 GSTO2,EPHX1,GSTA4,GSTM1,GSTM3,GSTM4,GSTP1,GSTT2,GSTZ1,GSTK1,MGST1,MGST3,GSTO1 hsa04972 Pancreatic secretion21 101 5869 2561 1 1 ADCY3,TPCN2,GNAQ,RHOA,RAB8A,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,ATP2A2,ATP2B1,ATP2B4,PLCB3,RAC1,RAP1B,SLC12A2,TRPC1,PLA2G12A,RAB11A,RAB3D hsa04970 Salivary secretion17 89 5869 2561 1 1 ADCY3,CST3,GNAQ,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,ATP2B1,ATP2B4,PLCB3,PRKACA,PRKX,SLC12A2,VAMP2,CALM1,CALM3 hsa00982 Drug metabolism12 - cytochrome73 P4505869 2561 1 1 GSTO2,GSTA4,GSTM1,GSTM3,GSTM4,GSTP1,GSTT2,GSTZ1,GSTK1,MGST1,MGST3,GSTO1 hsa04974 Protein digestion14 and absorption81 5869 2561 1 1 SLC16A10,MME,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,SLC38A2,PRCP,SLC1A5,SLC3A2,COL18A1,KCNK5,SLC7A7 hsa04514 Cell adhesion31 molecules136 (CAMs) 5869 2561 1 1 CDH2,CDH3,OCLN,CLDN3,CLDN7,CLDN23,VCAN,CLDN19,ALCAM,CNTNAP2,GLG1,ICAM1,ITGA6,ITGAV,ITGB8,NEO1,F11R,NLGN3,NLGN2,PVR,PVRL2,JAM2,SDC1,SDC2,SDC4,CD276,JAM3,CLDN6,CLDN1,SDC3,CDH1 hsa00591 Linoleic acid1 metabolism30 5869 2561 1 1 PLA2G12A hsa00140 Steroid hormone6 biosynthesis57 5869 2561 1 1 COMT,CYP11A1,HSD17B12,HSD17B7,SRD5A1,SRD5A3 hsa04940 Type I diabetes3 mellitus45 5869 2561 1 1 CPE,HSPD1,FAS hsa04020 Calcium signaling41 pathway177 5869 2561 1 1 ADCY3,CHP1,PLCD3,ADORA2B,EDNRA,ERBB3,F2R,GNA11,GNAL,GNAQ,SLC25A4,SLC25A5,MYLK,ATP2A2,ATP2B1,ATP2B4,P2RX4,PDE1B,PHKB,PHKG2,PLCB3,PLCD1,PLCG1,PPID,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,PRKX,SPHK2,TNNC1,TRPC1,VDAC1,VDAC2,VDAC3,CALM1,CALM3,CAMK2D,CAMK2G,SPHK1 hsa04610 Complement8 and coagulation69 cascades5869 2561 1 1 CD55,F2R,F3,SERPINE1,PLAT,PLAU,PROS1,SERPING1 hsa04672 Intestinal immune3 network49 for IgA 5869production2561 1 1 CXCL12,TGFB1,MAP3K14 hsa05330 Allograft rejection1 39 5869 2561 1 1 FAS hsa04742 Taste transduction3 52 5869 2561 1 1 GNB1,PRKACA,PRKX hsa04640 Hematopoietic11 cell lineage88 5869 2561 1 1 CSF1,CD55,ANPEP,ITGA6,ITGA3,ITGA5,KIT,MME,TFRC,CD9,CD44 hsa00830 Retinol metabolism5 64 5869 2561 1 1 DHRS4,RDH10,RDH11,RETSAT,DGAT1 hsa05332 Graft-versus-host1 disease43 5869 2561 1 1 FAS hsa05320 Autoimmune2 thyroid disease54 5869 2561 1 1 CGA,FAS hsa05150 Staphylococcus2 aureus 56infection 5869 2561 1 1 ICAM1,KRT10 hsa05322 Systemic lupus19 erythematosus138 5869 2561 1 1 H2AFX,H2AFZ,H3F3B,HIST2H2AB,H2AFY2,SNRPB,SNRPD1,SNRPD3,TRIM21,TROVE2,SSB,ACTN4,HIST1H2BH,HIST1H3A,HIST1H2AH,HIST1H2BK,ACTN1,HIST3H2A,H2AFV hsa00232 Caffeine metabolism0 7 5869 2561 1 1 hsa05310 Asthma 0 31 5869 2561 1 1 hsa00300 Lysine biosynthesis0 3 5869 2561 1 1 hsa04080 Neuroactive21 ligand-receptor272 interaction5869 2561 1 1 LPAR6,CGA,ADORA2B,APLNR,S1PR1,LPAR1,EDNRA,F2R,F2RL1,GABRA5,GABRB3,GHR,LPAR4,MCHR1,NR3C1,HTR1B,HTR1D,P2RX4,P2RY1,GPR50,S1PR2 hsa04060 Cytokine-cytokine39 receptor265 interaction5869 2561 1 1 CNTFR,CSF1,CLCF1,IL17RA,GHR,TNFRSF21,IFNAR1,IFNAR2,IFNGR1,IFNGR2,FAS,IL6ST,KIT,LIFR,MET,NGFR,TNFRSF11B,TNFRSF12A,PDGFA,IL23A,PDGFC,CXCL12,BMP2,BMP7,BMPR1A,BMPR2,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,VEGFA,VEGFB,PLEKHO2,INHBE,TNFRSF10B,ACVR2A,ACVR2B,CXCL14 hsa04740 Olfactory transduction10 388 5869 2561 1 1 ADCY3,ADRBK2,GNAL,ARRB2,PRKACA,PRKX,CALM1,CALM3,CAMK2D,CAMK2G hsa00472 D-Arginine and0 D-ornithine1 metabolism5869 2561 1 1 hsa00524 Butirosin and0 neomycin5 biosynthesis5869 2561 1 1 Pathway analysis of commonly expressed genes found in primates and in mouse during naïve state of pluripotency.

CDK2,CDK4,CDK6,CDK7,CDKN1A,CDKN1B,STAG1,CDKN2B,ANAPC10,MAD2L2,STAG2,GADD45G,DBF4,YWHAQ,CHEK1,CHEK2,CREBBP,GADD45A,E2F1,E2F3,E2F4,E2F5,EP300,ORC3,CDC26,ABL1,ANAPC13,SFN,GSK3B,ANAPC2,ANAPC4,HDAC1,HDAC2,MAD2L1,SMAD2,SMAD3,SMAD4,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,MDM2,MYC,GADD45B,ATM,ORC1,ORC2,ORC4,ORC5,FZR1,ANAPC7,ANAPC11,PLK1,ATR,PRKDC,RAD21,RB1,RBL1,CCND1,ANAPC1,SKP2,BUB1,BUB1B,TFDP1,TFDP2,TGFB1,TGFB2,TTK,WEE1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,ZBTB17,SMC1A,CDC7,CDC45,MAD1L1,CDC14A,CDC23,CDC16,CCNA2,CCNB1,CCND2,CCND3,CCNE1,CCNH,PKMYT1,SMC3,CCNB2,CCNE2,BUB3,PTTG1,ESPL1,CDK1,CDC6,CDC20,CDC25A,CDC25B,CDC25C,CDC27,RBX1 SNUPN,EIF1,POP7,SRRM1,SAP18,EIF1B,PRMT5,TACC3,NXF1,RPP30,RPP38,PAIP1,POP4,RPP40,RNPS1,POP1,STRAP,DDX20,XPOT,CLNS1A,NUP35,RPP25L,EEF1A1,EEF1A2,EIF2S1,EIF2B1,EIF4A1,EIF4B,EIF4E,EIF4EBP1,EIF4G1,EIF4G2,EIF5,CASC3,NCBP2,ACIN1,NUP205,NUP210,NUP62,GEMIN5,UPF2,PABPC1,NXT1,NUP43,EIF3E,KPNB1,MAGOH,NCBP1,NUP88,NUP98,GEMIN4,NMD3,POP5,PHAX,NUP54,PNN,RPP25,GEMIN8,MAGOHB,ELAC1,NDC1,NUP133,NXT2,NUP107,THOC2,XPO5,RAN,RANBP2,RANGAP1,SENP2,UPF1,ELAC2,SEC13,UPF3B,SMN1,SUMO3,SUMO2,TPR,SUMO1,XPO1,NUP37,DDX39B,THOC6,GEMIN7,GEMIN6,RPP21,NUP85,THOC7,NUP214,AAAS,SEH1L,THOC3,RAE1,THOC5,EIF3A,EIF3B,EIF3C,EIF3D,EIF3F,EIF3G,EIF3H,EIF3I,EIF4G3,PABPC4,EIF2B4,EIF2B2,EIF2B5,EIF2S2,EIF4E2,NUP155,EIF5B,TGS1,NUP93,EIF4A3,NUP153,THOC1 PREB,PDIA6,BCAP31,STUB1,UBE4B,DNAJA2,MARCH6,SEC24B,UBE2E3,SEC23B,SEC23A,HYOU1,SEC24A,HSPH1,MAN1A2,SEC61B,OS9,LMAN2,ERP29,CKAP4,SEC63,MAN1B1,ATF6B,DAD1,DDIT3,DDOST,EIF2S1,STT3B,HSPA4L,ATF6,GANAB,TRAM1,SEC61G,HSPBP1,PPP1R15A,SVIP,AMFR,EIF2AK1,ERLEC1,PDIA3,SEC61A1,UBQLN2,UBQLN1,DNAJB2,DNAJA1,HSPA1B,HSPA5,HSPA8,HSP90AB1,DNAJB1,STT3A,LMAN1,ATXN3,EIF2AK4,ATF4,NFE2L2,P4HB,DERL2,SAR1B,UBE2J1,DNAJC10,DNAJB12,SEC61A2,YOD1,NPLOC4,EDEM2,NGLY1,PRKCSH,NSFL1C,MAPK8,MAPK9,MAP2K7,DNAJC3,UGGT1,UBQLN4,MAN1C1,BAG1,BAK1,BAX,RAD23A,RAD23B,RNF5,RPN1,RPN2,RRBP1,SEC13,SEL1L,DNAJC1,SIL1,SSR1,SSR2,SSR3,SSR4,SEC62,HSP90B1,TRAF2,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UFD1L,VCP,WFS1,XBP1,MOGS,DERL1,TUSC3,EDEM3,UBXN6,CALR,CANX,CAPN1,CAPN2,SYVN1,MBTPS1,PLAA,EIF2AK3,BAG2,SEC24C,EDEM1,HERPUD1,RBX1 PQBP1,SMNDC1,BCAS2,SF3A1,PPIE,PPIH,CHERP,SLU7,PRPF8,USP39,TXNL4A,TCERG1,SF3A3,SF3B2,SNRNP27,LSM6,DDX42,CCDC12,ZMAT2,DDX5,DHX15,HNRNPA3,PUF60,NCBP2,ACIN1,SNRNP200,U2SURP,SF3B3,SF3B1,LSM5,PRPF6,LSM4,SYF2,PRPF31,LSM3,PRPF19,TRA2A,HNRNPA1,HNRNPC,HNRNPK,HNRNPU,HSPA1B,HSPA8,MAGOH,HNRNPM,NCBP1,PCBP1,CRNKL1,CWC15,LSM7,WBP11,PLRG1,MAGOHB,PRPF38B,PRPF40A,RBM22,XAB2,THOC2,LSM2,SRSF1,SRSF2,SRSF3,SRSF4,SRSF6,SRSF7,TRA2B,SNRNP70,SNRPA,SNRPB,SNRPB2,SNRPC,SNRPD1,SNRPD2,SNRPD3,SNRPE,SNRPF,U2AF1,DDX39B,SF3A2,SF3B5,THOC3,DHX16,PHF5A,PRPF38A,PRPF18,SRSF9,BUD31,SART1,PRPF4,PRPF3,EFTUD2,DDX23,AQR,EIF4A3,DDX46,CDC5L,THOC1 RCL1,MPHOSPH10,POP7,EMG1,NXF1,NOP56,RPP30,RPP38,POP4,RPP40,UTP14A,WDR3,POP1,WDR36,RPP25L,CSNK2A1,CSNK2A2,CSNK2B,SPATA5,DKC1,FBL,XRN2,WDR43,GTPBP4,REXO2,GNL3,RRP7A,NOB1,DROSHA,NXT1,GNL2,EIF6,NVL,NMD3,FCF1,UTP18,POP5,NOP58,GAR1,XRN1,GNL3L,RPP25,HEATR1,RBM28,NAT10,IMP3,LSG1,NHP2,RIOK2,UTP6,NXT2,REXO1,PWP2,RAN,NOL6,TAF9,TCOF1,XPO1,EFTUD1,RIOK1,WDR75,UTP15,CIRH1A,IMP4,BMS1 TOB1,MPHOSPH6,C1D,TOB2,BTG3,PAPD7,LSM6,EXOSC8,DDX6,DCP2,DHX36,DCP1B,ENO2,PATL1,XRN2,DIS3,EXOSC7,CNOT1,EXOSC2,SKIV2L2,EDC4,LSM5,PAN3,LSM4,CNOT10,PABPC1,LSM1,LSM3,DCPS,CNOT7,HSPA9,HSPD1,CNOT2,CNOT3,CNOT4,PARN,EXOSC3,EXOSC1,LSM7,EXOSC9,EXOSC10,XRN1,EXOSC4,DCP1A,EXOSC5,CNOT6,LSM2,SKIV2L,BTG1,BTG2,EDC3,WDR61,PNPT1,PABPC4,RQCD1,CNOT8,TTC37,PAN2 UBA2,SAE1,HUWE1,STUB1,UBE4B,ANAPC10,PIAS3,UBE2E3,WWP1,WWP2,UBE2F,DDB1,DDB2,TRIM32,RHOBTB2,FBXW11,MGRN1,PPIL2,CDC26,ANAPC13,RCHY1,HERC4,FBXW8,UBE2S,PRPF19,ANAPC2,ANAPC4,UBE2K,BIRC2,XIAP,MDM2,MAP3K1,MID1,TRIM37,NEDD4,FZR1,UBR5,ANAPC7,UBE2J1,ANAPC11,PIAS4,UBE2R2,DET1,FANCL,UBA6,UBE2W,UBE2Q1,KLHL9,SMURF1,BIRC6,UBE2O,RFWD2,ANAPC1,SMURF2,SKP2,UBE2Z,BRCA1,TCEB1,TCEB2,TRAF6,UBE2B,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UBE2H,UBE2L3,VHL,CUL5,ITCH,SYVN1,CUL4B,CUL4A,CUL3,CUL2,PIAS1,SOCS1,CBL,CBLB,CDC23,CDC16,HERC2,HERC1,BTRC,SOCS3,UBA3,UBE2M,UBE2Q2,TRIP12,UBE4A,RNF7,KEAP1,CUL7,CDC20,CDC27,CDC34,RBX1 AKT3,CDK4,CDK6,CDKN1A,CDKN1B,CHUK,CRK,CRKL,CTBP1,E2F1,E2F3,AKT1,AKT2,ABL1,GRB2,HDAC1,HDAC2,HRAS,IKBKB,ARAF,KRAS,SMAD3,SMAD4,MDM2,MYC,NFKB1,NFKBIA,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,PTPN11,RAF1,RB1,CCND1,RELA,BCL2L1,BCR,SHC1,SOS1,SOS2,STAT5B,TGFB1,TGFB2,TGFBR1,TGFBR2,PIK3R3,CBL,CBLB,GAB2 AKT3,CTNNB1,AKT1,AKT2,GSK3B,APC,BIRC5,ARAF,JUN,KRAS,RHOA,SMAD2,SMAD3,SMAD4,MLH1,MSH2,MSH3,MYC,LEF1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,BAD,BAX,RAC1,RAC2,RAC3,RAF1,CCND1,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,AXIN1,AXIN2,TCF7L1,CASP3,CASP9,PIK3R3 AKT3,SH2B3,SH2B2,FRS2,YWHAQ,PRDM4,CRK,CRKL,CSK,AKT1,AKT2,FOXO3,ABL1,GAB1,RPS6KA6,GRB2,GSK3B,HRAS,IKBKB,IRS1,JUN,KRAS,RHOA,ARHGDIA,ARHGDIB,MAP3K1,MAP3K3,ATF4,NFKB1,NFKBIA,NGFR,NRAS,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,PRKCD,MAPK1,MAPK3,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K7,PSEN1,PSEN2,BAD,KIDINS220,PTPN11,BAX,RAC1,RAF1,RAP1B,RELA,RPS6KA2,RPS6KA3,SORT1,MAPK12,SHC1,SOS1,SOS2,TRAF6,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,IRS4,PIK3R3,IRS2,RIPK2,MAPKAPK2,MAGED1,CDC42 CDK7,CETN2,POLD3,DDB1,DDB2,ERCC1,ERCC2,ERCC3,ERCC4,GTF2H1,GTF2H2,GTF2H3,GTF2H4,GTF2H5,MNAT1,POLE3,POLD1,POLD2,POLE2,POLE4,POLD4,RAD23A,RAD23B,RFC2,RFC3,RFC4,RFC5,RPA1,RPA2,RPA3,XPA,XPC,CUL4B,CUL4A,CCNH,RBX1 NME6,POLR3F,POLR3G,POLR3C,POLD3,POLR3A,CANT1,UPRT,DCK,DCTD,POLR3H,DHODH,DUT,NT5C2,POLA2,POLR1A,NME7,NT5C,ZNRD1,NUDT2,ITPA,NME3,NME4,PNP,AK3,POLR1D,CMPK1,POLR3K,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,UCKL1,PRIM1,POLR3B,CTPS2,POLE4,POLD4,RRM1,RRM2,POLR1E,POLR3D,TK1,TYMS,UCK2,UMPS,CAD,UCK1,POLR1B,PNPT1,POLR1C,ENTPD6,ENTPD5,ENTPD4,CDA SRRM1,SAP18,NXF1,HBS1L,CPSF4,PAPOLA,RNPS1,CLP1,NUDT21,CPSF6,CSTF1,CSTF2,CSTF3,ETF1,CASC3,NCBP2,ACIN1,CSTF2T,SMG6,SMG5,GSPT2,UPF2,DAZAP1,PABPC1,NXT1,GSPT1,CPSF1,MAGOH,MSI1,NCBP1,PCF11,CPSF3,CPSF2,PNN,MAGOHB,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R3A,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP2R2D,NXT2,UPF1,PAPOLG,UPF3B,DDX39B,CPSF7,PABPN1,SYMPK,RNMT,RNGTT,PABPC4,EIF4A3,SMG7 RNASEH2A,POLD3,DNA2,FEN1,POLA2,RNASEH1,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,POLE3,POLA1,POLD1,POLD2,POLE2,PRIM1,POLE4,POLD4,RFC2,RFC3,RFC4,RFC5,RPA1,RPA2,RPA3,SSBP1,RNASEH2B,RNASEH2C WASF2,WASF3,CREBBP,CSNK2A1,CSNK2A2,CSNK2B,CTNNA1,CTNNB1,CTNND1,EP300,FER,FYN,IGF1R,INSR,RHOA,LMO7,SMAD2,SMAD3,SMAD4,MET,MLLT4,LEF1,NLK,ACP1,MAPK1,MAPK3,PTPN1,PTPN6,PTPRJ,PVRL2,RAC1,RAC2,RAC3,ACTB,SNAI2,SNAI1,SRC,MAP3K7,TCF7L2,TGFBR1,TGFBR2,TJP1,VCL,YES1,ACTN4,TCF7L1,ACTN1,IQGAP1,WASF1,WASL,CDC42,CDH1 DNAL4,ATP5H,CREB3,DCTN2,PPARGC1A,AP2M1,AP2S1,CLTA,CLTB,CLTC,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CREB1,CREBBP,CYC1,AP2A1,AP2A2,AP2B1,DCTN1,EP300,RCOR1,GNAQ,GPX1,SLC25A4,SLC25A5,UQCR10,HTT,HDAC1,HDAC2,HIP1,APAF1,NDUFS7,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,DCTN4,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,NDUFB11,PPID,IFT57,NDUFA12,BAX,REST,SDHA,SDHB,SDHC,CREB3L2,SOD1,SP1,TAF4B,TBP,TFAM,TGM2,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,DNAL1,CASP3,CASP9,CREB3L1,COX7A2L,COX5A,TBPL1 AKT3,CDK4,CDK6,RALBP1,CHUK,E2F1,E2F3,AKT1,AKT2,IKBKB,ARAF,JAK1,KRAS,SMAD2,SMAD3,SMAD4,NFKB1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,BAD,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RB1,CCND1,RELA,BCL2L1,BRCA2,STAT1,STAT3,TGFB1,TGFB2,TGFBR1,TGFBR2,VEGFA,VEGFB,CASP9,PIK3R3,CDC42 AKT3,PIM2,CHUK,EIF4EBP1,AKT1,AKT2,MTOR,GRB2,HRAS,IKBKB,ARAF,JUP,KIT,KRAS,MYC,NFKB1,NRAS,LEF1,PIK3CA,PIK3CB,PIM1,PIK3R1,PIK3R2,PPARD,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,RAF1,RARA,CCND1,RELA,RPS6KB1,RPS6KB2,SOS1,SOS2,STAT3,STAT5B,TCF7L2,TCF7L1,PIK3R3,RUNX1T1 POLR3F,POLR3G,POLR3C,POLR3A,POLR3H,POLR1A,ZNRD1,POLR1D,POLR3K,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,POLR3B,POLR1E,POLR3D,POLR1B,POLR1C CDK2,ANAPC10,MAD2L2,ADCY3,YWHAQ,CHP1,SGOL1,FBXW11,CDC26,ANAPC13,FBXO5,RPS6KA6,FBXO43,ANAPC2,ANAPC4,IGF1R,AR,MAD2L1,ANAPC7,ANAPC11,PLK1,PPP1CA,PPP1CC,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK1,MAPK3,MAP2K1,PRKX,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,AURKA,BUB1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,SMC1A,CDC23,CDC16,CCNB1,BTRC,CCNE1,PKMYT1,SMC3,CCNB2,CCNE2,PTTG1,ESPL1,SLK,CDK1,CDC20,CDC25C,CDC27,RBX1 ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,NOD1,MAD2L2,ARPC1A,CHUK,CRK,CRKL,CSK,DIAPH1,DOCK1,CTTN,FBXW11,ABL1,IKBKB,ITGA5,RHOG,NFKB1,NFKBIA,PFN1,PFN2,MAPK1,MAPK3,MAPK8,MAPK9,RAC1,RELA,ACTB,ROCK1,MAPK12,U2AF1,VCL,ARPC5L,RIPK2,WASF1,BTRC,WASL,ATG5,ROCK2,CD44,ELMO1,CDC42 AKT3,CTNNA1,CTNNB1,AKT1,AKT2,FOXO3,GRB2,GSK3B,APC,HRAS,ILK,ARAF,KRAS,MLH1,MYC,NRAS,LEF1,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,PTEN,RAF1,CCND1,SOS1,SOS2,TCF7L2,AXIN1,AXIN2,TCF7L1,CASP9,PIK3R3,CDH1 AKT3,CDK2,CDKN1A,CDKN1B,CREB3,CHUK,CREB1,CREBBP,CTNNB1,E2F1,E2F3,EP300,AKT1,AKT2,FOXO1,MTOR,GRB2,GSK3B,GSTP1,HRAS,HSP90AB1,IGF1R,IKBKB,AR,ARAF,KRAS,MDM2,ATF4,NFKB1,NFKBIA,NRAS,LEF1,PDGFA,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,PDGFC,MAP2K1,MAP2K2,BAD,PTEN,RAF1,RB1,CCND1,RELA,CREB3L2,SOS1,SOS2,TCF7L2,HSP90B1,TCF7L1,CASP9,PIK3R3,CCNE1,CREB3L1,CCNE2 AP1M2,AP3S2,NPC2,AP4B1,CTSC,AP3M2,AP4S1,AP1S1,TPP1,CLN5,CLTA,CLTB,CLTC,AP1S3,CTNS,CTSB,CTSD,CTSZ,AP1B1,AP1G1,AGA,GGA2,GGA3,AP4E1,PLA2G15,GAA,MFSD8,GALNS,GGA1,GBA,SLC17A5,AP3M1,GLA,GLB1,GM2A,GNS,GUSB,HEXB,IGF2R,LAMP1,LAMP2,M6PR,ARSA,MANBA,ASAH1,NAGA,NAGLU,NEU1,NPC1,SLC11A2,NAGPA,ATP6V0C,ACP2,ATP6V0B,ATP6V0A1,ATP6AP1,CTSA,LAPTM4B,PPT1,LGMN,PSAP,MCOLN1,SORT1,SGSH,SMPD1,GNPTG,AP3B1,CD164,AP1S2,AP1M1,AP3D1,ATP6V0D1,AP4M1,SCARB2,ENTPD4,CD63,LAPTM4A AKT3,PAK4,EGLN3,CREBBP,CRK,CRKL,EP300,AKT1,AKT2,ETS1,GAB1,GRB2,HIF1A,HRAS,ARAF,JUN,KRAS,ARNT,MET,NRAS,PAK1,PAK2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,EGLN1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN11,RAC1,RAF1,RAP1B,SLC2A1,SOS1,SOS2,TCEB1,TCEB2,TGFB1,TGFB2,VEGFA,VEGFB,VHL,CUL2,PIK3R3,RBX1,CDC42 CDK2,CDK4,CDK6,CDKN1A,GADD45G,CHEK1,CHEK2,SESN3,DDB2,GADD45A,RCHY1,SESN1,SFN,APAF1,IGFBP3,FAS,MDM2,MDM4,GADD45B,ATM,SERPINE1,SHISA5,GTSE1,CYCS,ATR,PTEN,BAX,CCND1,RRM2,PERP,RFWD2,ZMAT3,THBS1,TSC2,CASP3,SESN2,CASP9,PPM1D,TNFRSF10B,CCNB1,CCND2,CCND3,CCNE1,CCNG1,CCNB2,CCNE2,EI24,CDK1 TAF6L,STON1,GTF2A1,GTF2A2,GTF2B,GTF2E1,GTF2E2,GTF2F1,GTF2F2,GTF2H1,GTF2H2,GTF2H3,GTF2H4,GTF2I,TAF9B,TAF1,TAF2,TAF4B,TAF5,TAF6,TAF7,TAF9,TAF10,TAF11,TAF12,TAF13,TBP,TBPL1,GTF2IRD1 ALG3,MAN1A2,MAN1B1,ALG10B,DAD1,DDOST,DPAGT1,ALG14,STT3B,DOLK,GANAB,FUT8,ALG5,ALG6,STT3A,MAN2A2,MAN2A1,MGAT1,MGAT3,MGAT5,ALG1,MAN1C1,DOLPP1,RPN1,RPN2,ST6GAL1,MOGS,ALG8,ALG12,ALG13,TUSC3,ALG2,B4GALT3,B4GALT2,DPM1,RFT1 AKT3,FLOT1,SH2B2,PPARGC1A,SOCS4,CRK,CRKL,EIF4E,EIF4EBP1,AKT1,AKT2,FASN,FOXO1,FLOT2,EXOC7,MTOR,MKNK2,GRB2,GSK3B,GYS1,ACACA,HRAS,IKBKB,INSR,IRS1,ARAF,KRAS,NRAS,PCK2,PDE3B,PDPK1,INPP5K,PHKB,PHKG2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PPP1R3C,PRKAA2,PRKAB1,PRKAB2,PRKACA,PRKAG1,PRKAR1A,PRKAR2A,PRKAR2B,PRKCI,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,PRKX,BAD,PTPN1,PYGB,RAF1,RHEB,RPS6,RPS6KB1,RPS6KB2,SHC1,SOS1,SOS2,TSC2,PPP1R3B,CALM1,CALM3,IRS4,PIK3R3,MKNK1,SOCS1,IRS2,CBL,CBLB,SOCS2,SOCS3,TRIP10,EIF4E2 PDCD6IP,DNM1L,RNF41,STAM2,STAMBP,EHD1,RAB31,WWP1,SNF8,VPS45,AGAP1,AP2M1,AP2S1,CLTA,CLTB,CLTC,CHMP4B,ADRBK2,AP2A1,DAB2,AP2A2,AP2B1,DNM2,EPS15,ERBB3,F2R,RAB11FIP2,EPN2,PSD3,PIP5K1C,ACAP2,CHMP2B,LDLRAP1,ARFGAP3,VPS4A,CHMP2A,GRK5,GRK6,GIT1,EPN1,SH3KBP1,EHD4,EHD3,EHD2,HRAS,HSPA1B,HSPA8,IGF1R,KIT,ARF6,RHOA,LDLR,ARRB1,SMAD2,SMAD3,ARRB2,SMAD7,MDM2,MET,NEDD4,ASAP1,PARD6A,VPS36,SH3GLB1,VPS28,CHMP5,VTA1,VPS37C,ARFGAP1,PRKCI,SH3GLB2,SMURF1,RAB22A,RAB4A,RAB5A,RAB5B,RAB5C,SMAP1,ARAP3,SH3GL1,SH3GL2,SMAP2,SMURF2,SRC,TFRC,TGFB1,TGFB2,TGFBR1,TGFBR2,TRAF6,TSG101,CHMP6,VPS37B,RUFY1,STAM,ITCH,EEA1,VPS25,ARFGAP2,PARD6G,PARD6B,CAV1,CAV2,CBL,CBLB,RAB11A,MVB12B,USP8,RABEP1,HGS,RAB11B,VPS4B,RAB11FIP3,ZFYVE16,GIT2,IQSEC1,CDC42 RAD50,POLD3,EME1,RAD54B,MRE11A,NBN,POLD1,POLD2,POLD4,RAD51,RPA1,RPA2,RPA3,BLM,SSBP1,BRCA2,TOP3A,XRCC2,XRCC3,SHFM1,MUS81,RAD54L,TOP3B DNM1L,ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,MAD2L2,ARPC1A,CLTA,CLTB,CLTC,CRK,CRKL,CTNNA1,CTNNB1,DNM2,DOCK1,CTTN,CD2AP,GAB1,ILK,ITGA5,RHOA,RHOG,MET,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,RAC1,ACTB,SHC1,SRC,VCL,ARHGAP10,ARPC5L,PIK3R3,CAV1,CAV2,CBL,CBLB,WASF1,WASL,BCAR1,ELMO1,CDC42,CDH1 NFAT5,FZD10,CHP1,CREBBP,PRICKLE1,CSNK1E,CSNK2A1,CSNK2A2,CSNK2B,CTBP1,CTNNB1,PRICKLE2,DVL2,DVL3,EP300,DKK1,DAAM1,FBXW11,FZD2,CACYBP,GSK3B,APC,JUN,RHOA,LRP6,SMAD2,SMAD3,SMAD4,MYC,NFATC3,NFATC4,LEF1,NLK,PLCB3,PPARD,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK8,MAPK9,PRKX,PSEN1,CTNNBIP1,VANGL2,CHD8,RAC1,RAC2,RAC3,SENP2,CCND1,ROCK1,SFRP1,SFRP2,PORCN,MAP3K7,TCF7L2,WNT8A,FZD5,TBL1XR1,FZD3,FOSL1,CAMK2D,CAMK2G,VANGL1,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,NKD1,NKD2,RUVBL1,CCND2,BTRC,CCND3,CER1,ROCK2,RBX1 PSME3,PSMD14,PSME4,POMP,PSMA2,PSMA3,PSMA4,PSMA5,PSMA6,PSMB1,PSMB2,PSMB3,PSMB4,PSMB5,PSMB6,PSMB7,PSMC1,PSMC2,PSMC3,PSMC4,PSMC5,PSMD1,PSMD2,PSMD3,PSMD4,PSMD7,PSMD8,PSMD11,PSME1,PSME2,SHFM1,PSMF1,PSMD6 AKT3,CDKN1A,CDKN1B,PAK4,CRK,CRKL,HBEGF,EIF4EBP1,ERBB3,AKT1,AKT2,MTOR,ABL1,GAB1,ABL2,GRB2,GSK3B,NRG1,HRAS,ARAF,JUN,KRAS,MYC,NCK1,NRAS,PAK1,PAK2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K7,BAD,RAF1,RPS6KB1,RPS6KB2,MAP2K4,SHC1,SOS1,SOS2,SRC,STAT5B,CAMK2D,CAMK2G,NCK2,PIK3R3,CBL,CBLB AKT3,CDK2,ANAPC10,MAD2L2,ADCY3,AKT1,AKT2,CDC26,ANAPC13,RPS6KA6,GNAI1,GNAI2,GNAI3,ANAPC2,ANAPC4,HSP90AB1,IGF1R,ARAF,KRAS,MAD2L1,FZR1,PDE3B,ANAPC7,ANAPC11,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLK1,PRKACA,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,PRKX,RAF1,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,BUB1,MAD1L1,PIK3R3,CDC23,CDC16,CCNA2,CCNB1,PKMYT1,CCNB2,CDK1,CDC25A,CDC25B,CDC25C,CDC27 ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C SEC61B,SEC63,SEC11A,SEC61G,SPCS1,SEC61A1,HSPA5,OXA1L,SEC61A2,SRPRB,SPCS3,SRP9,SRP14,SRP19,SRP68,SRP72,SRPR,SEC62,SEC11C AKT3,CDK2,CDK4,CDK6,CDKN1A,CDKN1B,CDKN2B,TFG,PIAS3,RALBP1,FZD10,EGLN3,CHUK,CREBBP,CRK,CRKL,CTBP1,CTNNA1,CTNNB1,DAPK1,DAPK3,DVL2,DVL3,E2F1,E2F3,EP300,AKT1,AKT2,ETS1,FGF2,FGF8,FOXO1,MTOR,ABL1,FZD2,GLI1,GLI2,GLI3,GRB2,GSK3B,GSTP1,HDAC1,HDAC2,HIF1A,APC,HRAS,BIRC2,XIAP,BIRC5,HSP90AB1,IGF1R,FAS,IKBKB,ITGA6,AR,ITGA3,ITGAV,ARAF,JAK1,JUN,JUP,KIT,KRAS,RHOA,LAMB1,LAMC1,ARNT,SMAD2,SMAD3,SMAD4,MAX,MDM2,MET,MLH1,MMP2,MSH2,MSH3,MYC,NFKB1,NFKB2,NFKBIA,NRAS,LEF1,PDGFA,PIAS4,SUFU,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,CYCS,EGLN1,PPARD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,BAD,PTEN,BAX,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RARA,RB1,CCND1,RELA,BCL2L1,BCR,RXRA,RXRB,BMP2,SKP2,SLC2A1,BMP4,SMO,SOS1,SOS2,BRCA2,STAT1,STAT3,STAT5B,STK4,TCEB1,TCEB2,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,TPM3,TPR,HSP90B1,TRAF2,TRAF3,TRAF6,VEGFA,VEGFB,VHL,WNT8A,FZD5,FZD3,CCDC6,NCOA4,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,CASP3,CASP9,CUL2,PIK3R3,PIAS1,RUNX1T1,CBL,CBLB,FADD,FGF17,CCNE1,CCNE2,TRAF4,RBX1,CDC42,CDH1 CS,DLAT,DLD,DLST,IDH2,IDH3A,IDH3B,IDH3G,MDH1,MDH2,ACLY,ACO1,OGDH,ACO2,PCK2,PDHA1,PDHB,SDHA,SDHB,SDHC,SUCLG2,SUCLG1,SUCLA2 ADAM10,CDK5,ATP5H,CHP1,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,ATF6,NCSTN,BACE1,BACE2,GAPDH,GNAQ,GSK3B,UQCR10,HSD17B10,APAF1,IDE,APOE,APP,FAS,NDUFS7,MME,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP2A2,ATP5A1,ATP5C1,NDUFA13,APH1A,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,NDUFB11,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PSENEN,MAPK1,MAPK3,NDUFA12,PSEN1,PSEN2,BAD,SDHA,SDHB,SDHC,SNCA,ADAM17,TNFRSF1A,UQCRC1,UQCRC2,UQCRH,CALM1,CALM3,CAPN1,CAPN2,CASP3,CASP9,FADD,CDK5R1,NAE1,COX7A2L,COX5A,EIF2AK3 AKT3,EIF4B,EIF4E,EIF4EBP1,AKT1,AKT2,MTOR,RICTOR,ULK3,RPS6KA6,HIF1A,PDPK1,CAB39,PIK3CA,PIK3CB,PIK3R1,PIK3R2,DDIT4,PRKAA2,MAPK1,MAPK3,RHEB,RPS6,RPS6KA2,RPS6KA3,RPS6KB1,RPS6KB2,STK11,TSC2,VEGFA,VEGFB,CAB39L,ULK1,PIK3R3,EIF4E2 RPL35,RPL22L1,FAU,RPL13A,RPL36,MRPL13,RPL10A,RSL24D1,RPL3,RPL7A,RPL8,RPL12,RPL13,RPL15,RPL17,RPL19,RPL22,RPL23A,RPL26,RPL27,RPL27A,RPL28,RPL31,RPL32,RPL35A,RPL36AL,RPL37,RPL37A,RPLP0,RPLP1,RPLP2,RPS3,RPS5,RPS6,RPS7,RPS8,RPS9,RPS11,RPS12,RPS13,RPS14,RPS15,RPS15A,RPS16,RPS19,RPS20,RPS21,RPS23,RPS25,RPS26,RPS27,RPS28,RPS29,UBA52,RPL14,RPL23 POLD3,MLH3,MLH1,MSH2,MSH3,PMS2,POLD1,POLD2,POLD4,RFC2,RFC3,RFC4,RFC5,RPA1,RPA2,RPA3,SSBP1,EXO1 ATP5H,PARK7,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,HTRA2,GPR37,SLC25A4,SLC25A5,UQCR10,APAF1,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP5E,UBE2J1,ATP5F1,ATP5G1,ATP5G3,ATP5J,CYCS,NDUFB11,PPID,NDUFA12,SDHA,SDHB,SDHC,PINK1,SNCA,UBE2G1,UBE2G2,UBE2L3,UCHL1,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,CASP3,CASP9,COX7A2L,COX5A PIGK,PIGU,PIGN,PIGW,PIGT,PIGA,PIGC,PIGF,PIGH,PIGX,PIGV,PGAP1,PIGO,GPAA1,PIGQ,PIGM,PIGS,PIGL,PIGB PARP2,POLD3,PARP1,PARP4,FEN1,APEX2,POLL,HMGB1,APEX1,LIG3,MPG,OGG1,POLE3,POLB,POLD1,POLD2,POLE2,NEIL3,POLE4,POLD4,TDG,UNG,XRCC1,MBD4 TFG,CTNNB1,HRAS,KRAS,MYC,NRAS,LEF1,MAPK1,MAPK3,MAP2K1,MAP2K2,CCND1,RXRA,RXRB,TCF7L2,TPM3,TPR,CCDC6,NCOA4,TCF7L1,CDH1 CDKN2B,FST,CREBBP,E2F4,E2F5,EP300,ID1,ID2,ID3,ID4,RHOA,SMAD1,SMAD2,SMAD3,SMAD4,SMAD5,SMAD7,MYC,NODAL,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,MAPK1,MAPK3,SMURF1,RBL1,ROCK1,RPS6KB1,RPS6KB2,SMURF2,BMP2,BMP4,BMP7,BMPR1A,BMPR2,SP1,TFDP1,TGFB1,TGFB2,TGFBR1,TGFBR2,THBS1,THBS2,THBS3,INHBE,ACVR2A,ACVR2B,ROCK2,ZFYVE16,RBX1 ADAM10,NOD1,CHUK,CSK,ATP6V0E2,HBEGF,GIT1,IKBKB,JUN,LYN,MET,NFKB1,NFKBIA,PAK1,F11R,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,PLCG1,ATP6V0A1,ATP6AP1,MAPK8,MAPK9,PTPN11,JAM2,RAC1,RELA,MAPK12,MAP2K4,SRC,ADAM17,TJP1,CASP3,JAM3,MAP3K14,ATP6V0D1,ATP6V1G1,CDC42 COX17,ATP5H,ATP5L,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CYC1,ATP6V0E2,UQCR10,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP6V1D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,ATP6V0A1,ATP6AP1,NDUFB11,PPA1,NDUFA12,SDHA,SDHB,SDHC,LHPP,UQCRC1,UQCRC2,UQCRH,ATP6V0D1,COX7A2L,COX5A,ATP6V1G1 CDK5,PAK4,SEMA3A,SEMA4F,SEMA4D,SEMA4B,SEMA3C,CFL1,NFAT5,CHP1,UNC5D,DPYSL2,EFNA1,EFNA2,EFNA3,EFNA4,EFNA5,EFNB1,EFNB2,EFNB3,EPHA2,EPHA1,EPHA4,EPHB3,EPHB4,EPHB6,UNC5B,ARHGEF12,SRGAP2,PLXNB2,ABL1,FYN,RND1,GNAI1,GNAI2,GNAI3,GSK3B,RHOD,HRAS,KRAS,RHOA,LIMK1,MET,NCK1,NFATC3,NFATC4,NRAS,PAK1,PAK2,PLXNA1,PLXNB1,SEMA4C,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,DPYSL5,SEMA6A,SEMA4G,RAC1,RAC2,RAC3,RASA1,ROBO1,ROCK1,CXCL12,SEMA3F,NCK2,ROCK2,SEMA3E,CDC42 AKT3,CDK4,CDK6,E2F1,E2F3,AKT1,AKT2,FOXO3,GRB2,HRAS,ARAF,KRAS,NRAS,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,RAF1,RB1,CCND1,RXRA,RXRB,SOS1,SOS2,STK4,CASP9,PIK3R3 ADA,NME6,PAICS,POLR3F,POLR3G,POLR3C,POLD3,ADCY3,POLR3A,NUDT5,ADSSL1,CANT1,ADK,ADSL,ADSS,DCK,POLR3H,AK2,AK4,NT5C2,POLA2,POLR1A,GART,GMPR,GUK1,NME7,NT5C,ZNRD1,NUDT2,APRT,IMPDH1,IMPDH2,ITPA,ATIC,NME3,NME4,PNP,POLR1D,GMPR2,PDE3B,PDE6D,PDE7A,PDE8A,PDE9A,PDE1B,POLR3K,PFAS,PGM1,NUDT9,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,PPAT,PGM2,PRIM1,POLR3B,PRPS1,POLE4,ADPRM,POLD4,PRUNE,RRM1,RRM2,POLR1E,POLR3D,POLR1B,NTPCR,PDE5A,PNPT1,GMPS,PAPSS1,POLR1C,ENTPD6,ENTPD5,ENTPD4 BET1,VTI1B,YKT6,VAMP5,VTI1A,STX2,BET1L,STX18,STX17,USE1,BNIP1,STX3,VAMP1,VAMP2,VAMP7,STX7,VAMP8,VAMP4,STX16,SNAP23,VAMP3,SNAP29,STX8,SEC22B AKT3,CDK4,CDK6,CDKN1A,E2F1,E2F3,AKT1,AKT2,MTOR,GRB2,HRAS,IGF1R,ARAF,KRAS,MDM2,NRAS,PDGFA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,MAPK1,MAPK3,MAP2K1,MAP2K2,PTEN,RAF1,RB1,CCND1,SHC1,SOS1,SOS2,CALM1,CALM3,CAMK2D,CAMK2G,PIK3R3 ACOT8,SLC25A17,PMVK,DHRS4,PXMP4,CRAT,ECH1,EPHX2,ABCD1,ACSL3,ACSL4,AMACR,PRDX5,DECR2,HMGCL,HSD17B4,IDH2,GSTK1,MPV17,MVK,PRDX1,ACOX1,PIPOX,PEX7,PEX10,PEX12,PEX13,PHYH,PEX26,PECR,PEX19,ABCD3,PXMP2,PEX2,PEX5,SCP2,SOD1,ACOX3,NUDT12,FAR1,GNPAT,PEX3,AGPS,PEX11B,PEX11A,PEX11G GNPDA1,GNE,GNPDA2,NANP,CYB5R3,GALK1,GALK2,GALT,GFPT1,GMDS,GMPPB,GMPPA,HEXB,MPI,CYB5R1,PGM1,PGM3,PMM1,PMM2,PGM2,NAGK,CMAS,GNPNAT1,UAP1,TSTA3,UGDH,UGP2,UXS1,FPGT,GFPT2 AKT3,CDK2,CDK4,CDK6,CDKN1B,CDKN2B,PIAS3,CHUK,E2F1,E2F3,AKT1,AKT2,APAF1,BIRC2,XIAP,IKBKB,ITGA6,ITGA3,ITGAV,LAMB1,LAMC1,MAX,MYC,NFKB1,NFKBIA,PIAS4,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,PTEN,RB1,CCND1,RELA,BCL2L1,RXRA,RXRB,SKP2,TRAF2,TRAF3,TRAF6,CASP9,PIK3R3,PIAS1,CCNE1,CCNE2,TRAF4 AKT3,NFAT5,MALT1,CHP1,CHUK,AKT1,AKT2,GRB2,GSK3B,HRAS,IKBKB,JUN,KRAS,LYN,NFATC3,NFATC4,NFKB1,NFKBIA,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN6,RAC1,RAC2,RAC3,RAF1,RELA,SOS1,SOS2,PIK3R3,IFITM1,BCL10,CD81 ACAA2,HIBADH,DLD,ALDH1B1,ALDH9A1,ALDH3A2,HIBCH,ACAD8,HSD17B10,HADHA,HADHB,HADH,HMGCL,HMGCS1,ACADM,IVD,ALDH6A1,MUT,OXCT1,PCCA,PCCB,AUH,MCCC1,BCAT2,BCKDHB,MCCC2,MCEE CREB3,DCTN2,DCTN6,ADCY3,CREB1,DCTN1,DYNC1I2,DYNC1LI2,AQP3,ARHGDIA,ARHGDIB,NSF,DYNC1LI1,DCTN4,PRKACA,PRKX,RAB5A,RAB5B,RAB5C,CREB3L2,VAMP2,DYNC2H1,DCTN5,DYNLL1,RAB11A,CREB3L1,RAB11B MTHFD2,MTFMT,DHFR,MTHFD1L,GART,AMT,MTHFD1,MTHFR,MTR,ATIC,SHMT1,SHMT2,TYMS AKT3,OCLN,NR1H3,PSME3,CDKN1A,IRF9,PIAS3,CHUK,CLDN3,CLDN7,CLDN23,CLDN19,EIF2S1,AKT1,AKT2,EIF2AK1,GRB2,TBK1,GSK3B,HRAS,IFNAR1,IFNAR2,IKBKB,EIF3E,IRF3,ARAF,JAK1,KRAS,LDLR,EIF2AK4,NFKB1,NFKBIA,NRAS,PIAS4,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R2D,MAPK1,MAPK3,MAPK8,MAPK9,BAD,MAVS,RAF1,RELA,RXRA,MAPK12,SOS1,SOS2,STAT1,STAT2,STAT3,TNFRSF1A,TRAF2,TRAF3,TRAF6,PIK3R3,PIAS1,RIPK1,SOCS3,CLDN6,CLDN1,EIF2AK3,CD81 MOCS3,CTU2,MOCS2,MPST,TRMU,TST,URM1,NFS1 EHMT2,DLST,ALDH1B1,ALDH9A1,ALDH3A2,SETD1B,GCDH,SETD2,HADHA,HADH,SETD8,OGDH,PIPOX,PLOD2,SETMAR,NSD1,SUV39H1,COLGALT1,SUV39H2,SETD7,SETDB2,DOT1L,SUV420H2,PLOD3,SETD1A,SETDB1 GSTO2,GCLC,GCLM,GPX1,GPX2,GPX4,GPX7,ANPEP,GSS,GSTA4,GSTM1,GSTM3,GSTM4,GSTP1,GSTT2,GSTZ1,IDH2,GSTK1,MGST1,MGST3,LAP3,TXNDC12,PGD,RRM1,RRM2,SMS,SRM,GGCT,GSTO1 AKT3,CHP1,CHUK,DFFA,ENDOG,AKT1,AKT2,ENDOD1,APAF1,BIRC2,XIAP,FAS,IKBKB,MYD88,ATM,NFKB1,NFKBIA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,PRKAR1A,PRKAR2A,PRKAR2B,PRKX,BAD,BAX,RELA,BCL2L1,TNFRSF1A,TRAF2,CAPN1,CAPN2,CASP3,CASP6,CASP9,PIK3R3,RIPK1,FADD,TNFRSF10B,CFLAR,MAP3K14 AKT3,OCLN,CDK4,MYL12B,MYL9,MYL12A,CLDN3,CLDN7,CLDN23,CSNK2A1,CSNK2A2,CSNK2B,CLDN19,CTNNA1,CTNNB1,CTTN,AKT1,AKT2,RRAS2,MRAS,EPB41L3,MAGI3,GNAI1,GNAI2,GNAI3,HRAS,KRAS,RHOA,LLGL1,MLLT4,MYH9,MYH10,NRAS,F11R,PARD6A,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PRKCD,PRKCI,PPP2R2D,PTEN,CGN,JAM2,MYL7,RAB3B,RAB13,ACTB,RRAS,MPP5,SPTAN1,SRC,TJP1,YES1,ACTN4,SYMPK,JAM3,PARD6G,PARD6B,CASK,ACTN1,MPDZ,CLDN6,CLDN1,VAPA,TJAP1,MAGI2,CDC42 AKT3,CDK4,PAK4,NFAT5,MALT1,CHP1,CHUK,MAP3K8,DLG1,AKT1,AKT2,FYN,GRB2,GSK3B,HRAS,IKBKB,JUN,KRAS,RHOA,NCK1,NFATC3,NFATC4,NFKB1,NFKBIA,NRAS,PAK1,PAK2,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAPK9,MAP2K1,MAP2K2,MAP2K7,PTPN6,RAF1,RELA,MAPK12,SOS1,SOS2,MAP3K7,NCK2,PIK3R3,CBL,CBLB,BCL10,MAP3K14,CDC42 FARSB,WARS2,FARS2,PSTK,MTFMT,AARS,DARS,EPRS,FARSA,LARS2,HARS2,PARS2,GARS,HARS,IARS,KARS,MARS,NARS,YARS2,DARS2,IARS2,RARS2,AARS2,QARS,RARS,SARS,TARS,VARS,WARS,CARS2,NARS2,TARS2,CARS,YARS,MARS2 CREBBP,CTBP1,DTX3L,JAG1,DVL2,DVL3,DTX3,EP300,DTX4,NCSTN,KAT2A,HDAC1,HDAC2,NOTCH2,NOTCH3,APH1A,MAML3,PSENEN,PSEN1,PSEN2,RFNG,ADAM17,MAML2,NUMBL,CIR1,NCOR2,MAML1 UST,B4GALT7,CHST14,B3GALT6,CHSY1,B3GAT3,DSE,CHST11,CSGALNACT2,CHST12,XYLT1,XYLT2,CHPF,CHST3 CDK4,CDKN1A,DAPK1,DAPK3,E2F1,E2F3,HRAS,ARAF,KRAS,MDM2,MMP2,MYC,NRAS,MAPK1,MAPK3,MAP2K1,MAP2K2,RAF1,RB1,CCND1,THBS1,VEGFA,VEGFB,CDH1 CDO1,CTH,DNMT1,TRDMT1,DNMT3A,DNMT3B,AHCY,AHCYL2,AMD1,GOT1,GOT2,LDHA,MAT2A,MPST,MTR,ADI1,SMS,SRM,TST,MRI1,CBS CDIPT,PLCD3,PIKFYVE,PIP5K1C,IPMK,IMPA1,INPP4A,INPP5B,INPPL1,ITPK1,ALDH6A1,OCRL,ISYNA1,INPP5K,PIK3C2A,PIK3C3,PIK3CA,PIK3CB,PI4KA,PI4KB,PIP4K2A,PLCB3,PLCD1,PLCG1,PI4K2B,INPP5E,PTEN,IPPK,PIP4K2C,PIP4K2B,MINPP1 AKT3,NFAT5,CHP1,AKT1,AKT2,HRAS,HSPB1,KRAS,NFATC3,NFATC4,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAP2K1,MAP2K2,SPHK2,BAD,RAC1,RAC2,RAC3,RAF1,MAPK12,SRC,VEGFA,MAPKAPK3,PLA2G12A,CASP9,PIK3R3,SPHK1,MAPKAPK2,CDC42 ACAA2,HADHA,HADHB,HADH,MECR,PPT1 AKT3,PPARGC1A,CHUK,CPT1C,CPT1A,AKT1,AKT2,ACSL3,ACSL4,MTOR,IKBKB,IRS1,JAK2,NFKB1,NFKBIA,PCK2,ADIPOR1,PRKAA2,PRKAB1,PRKAB2,PRKAG1,MAPK8,MAPK9,PTPN11,RELA,RXRA,RXRB,SLC2A1,STAT3,STK11,TNFRSF1A,TRAF2,ADIPOR2,IRS4,IRS2,SOCS3 NEU3,KDSR,SGMS1,GBA,GLA,GLB1,ARSA,ASAH1,NEU1,ACER3,SMPD4,SPHK2,CERK,SMPD1,SMPD2,UGCG,SGPP1,DEGS1,SPHK1,SGPL1,B4GALT6,SPTLC2 RAD50,FEN1,XRCC6,POLL,POLM,LIG4,MRE11A,PRKDC,NHEJ1 ALDH1B1,ALDH9A1,ALDH3A2,HIBCH,HADHA,ACACA,ACADM,LDHA,ALDH6A1,MUT,PCCA,PCCB,ACSS2,ACSS3,MCEE,SUCLG2,SUCLG1,SUCLA2 RPIA,ALDOC,PGLS,DERA,PFKL,PFKM,PGD,PGM1,PGM2,PRPS1,RPE,RBKS,TALDO1,TKT,H6PD AKT3,DNM1L,ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,ARPC1A,CFL1,WASF3,CRK,CRKL,DNM2,AKT1,AKT2,PIP5K1C,ARF6,LIMK1,LYN,MARCKS,MYO10,PAK1,ASAP1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PRKCD,MAPK1,MAPK3,MAP2K1,SPHK2,RAC1,RAC2,RAF1,RPS6KB1,RPS6KB2,MARCKSL1,VASP,ARPC5L,PIK3R3,SPHK1,WASF1,WASL,GAB2,CDC42 ETS1,ETS2,ETV6,GRB2,KRAS,NOTCH2,NOTCH3,MAPK1,MAPK3,MAP2K1,SPIRE1,CPEB1,SOS1,SOS2 LARS2,IARS,PDHA1,PDHB,IARS2,BCAT2,VARS EBP,CYP2R1,DHCR7,DHCR24,FDFT1,LSS,NSDHL,HSD17B7,SOAT1,SQLE,TM7SF2 NEU3,AGA,MAN2B2,FUCA2,GBA,GLB1,HEXB,MANBA,NEU1,ENGASE B3GNT2,FUT8,ST3GAL2,ST3GAL3,B4GALT4,B4GALT3,B4GALT2,B3GNT7,CHST2 PMVK,FDPS,PDSS1,HMGCR,HMGCS1,MVD,MVK,DHDDS,GGPS1 AKT3,MAP3K2,GADD45G,DUSP14,CHP1,CHUK,MAP3K8,ATF2,CRK,CRKL,DAXX,GADD45A,DDIT3,DUSP1,DUSP3,DUSP5,DUSP6,DUSP7,AKT1,AKT2,FGF2,FGF8,RRAS2,MRAS,TAB2,FLNA,MAPK8IP3,FLNB,FLNC,RPS6KA6,GNA12,MKNK2,GRB2,HRAS,HSPA1B,HSPA8,HSPB1,FAS,IKBKB,JUN,JUND,KRAS,ARRB1,ARRB2,MAX,MAP3K1,MAP3K3,MAP3K4,MAP3K11,MYC,GADD45B,ATF4,NF1,NFATC4,NFKB1,NFKB2,NRAS,PAK1,PAK2,ECSIT,PDGFA,NLK,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PPP5C,PRKACA,MAPK1,MAPK3,GNG12,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K6,MAP2K7,PRKX,DUSP22,TAOK1,RAC1,RAC2,RAC3,RAF1,RAP1B,RASA1,CACNG7,RELA,RPS6KA2,RPS6KA3,RRAS,MAPK12,MAP2K4,SOS1,SOS2,SRF,STK4,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,MAP3K12,CACNA2D1,CACNB3,MAPKAPK3,DUSP16,PLA2G12A,CASP3,MAP4K3,MAPKAPK5,MKNK1,LAMTOR3,FGF17,MAP3K14,MAPKAPK2,MAP4K4,RAPGEF2,CDC25B,CDC42 AKT3,PAK4,MYL12B,MYL9,MYL12A,CRK,CRKL,CTNNB1,DIAPH1,DOCK1,AKT1,AKT2,FLNA,FLNB,FLNC,PIP5K1C,FYN,GRB2,ARHGAP35,GSK3B,HRAS,BIRC2,XIAP,IGF1R,ILK,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,JUN,RHOA,LAMB1,LAMC1,MET,MYLK,PPP1R12A,PAK1,PAK2,PDGFA,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PARVA,MAPK1,MAPK3,MAPK8,MAPK9,PDGFC,MAP2K1,BAD,PTEN,MYL7,RAC1,RAC2,RAC3,RAF1,RAP1B,CCND1,ACTB,ROCK1,SHC1,SOS1,SOS2,SPP1,SRC,THBS1,THBS2,THBS3,TLN1,VASP,VCL,VEGFA,VEGFB,VTN,ZYX,ACTN4,CAPN2,TLN2,PIK3R3,CAV1,CAV2,ACTN1,CCND2,CCND3,ROCK2,BCAR1,CDC42 OCLN,ARPC4,ARPC3,ARPC1B,ARPC2,TUBA1B,ARPC1A,YWHAQ,CTNNB1,CTTN,ABL1,FYN,TUBB2B,RHOA,NCK1,NCL,ACTB,ROCK1,TUBA4A,EZR,YWHAZ,ARPC5L,NCK2,TUBB6,WASL,CLDN1,ROCK2,CDC42,CDH1 AKT3,CDK4,CDK6,CDKN1A,E2F1,E2F3,AKT1,AKT2,FGF2,FGF8,HRAS,IGF1R,ARAF,KRAS,MDM2,MET,NRAS,PDGFA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,PDGFC,MAP2K1,MAP2K2,BAD,PTEN,RAF1,RB1,CCND1,PIK3R3,FGF17,CDH1 CDS1,CDIPT,PLCD3,DGKA,DGKH,PIKFYVE,PIP5K1C,IMPA1,INPP4A,INPP5B,INPPL1,ITPK1,OCRL,INPP5K,PIK3C2A,PIK3C3,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PI4KA,PI4KB,PIP4K2A,PLCB3,PLCD1,PLCG1,PI4K2B,INPP5E,PTEN,IPPK,PIP4K2C,CALM1,CALM3,PIP4K2B,PIK3R3,DGKZ,DGKD,CDS2 CS,PGP,MDH1,MDH2,MUT,ACO1,ACO2,PCCA,PCCB,MCEE THTPA,NTPCR,NFS1 FASN,MCAT,ACACA,OXSM ARPC4,ARPC3,ARPC1B,ARPC2,ABI2,WASF2,PAK4,MYL12B,MYL9,ARPC1A,MYL12A,GNA13,CFL1,NCKAP1,IQGAP2,CRK,CRKL,CSK,DIAPH1,DOCK1,PIKFYVE,F2R,FGD1,FGF2,FGF8,RRAS2,MRAS,ARHGEF12,PIP5K1C,CYFIP2,GNA12,GIT1,ARHGAP35,APC,HRAS,ITGA6,ITGA3,ITGA5,ITGAV,ARAF,ITGB5,ITGB8,KRAS,RHOA,LIMK1,MSN,MYH9,MYH10,MYLK,PPP1R12A,NRAS,PAK1,PAK2,PDGFA,PFN1,PFN2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PIP4K2A,PPP1CA,PPP1CC,ENAH,MAPK1,MAPK3,GNG12,PDGFC,MAP2K1,MAP2K2,MYL7,RAC1,RAC2,RAC3,RAF1,RDX,ACTB,ROCK1,RRAS,SOS1,SOS2,TIAM1,TMSB4X,VCL,EZR,PIP4K2C,ACTN4,ARPC5L,PIP4K2B,PIK3R3,ACTN1,FGF17,IQGAP1,ARHGEF7,WASF1,WASL,ROCK2,BCAR1,CDC42 SFN,INSR,IRS1,KRAS,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,SGK1,IRS4,PIK3R3,IRS2,SLC9A3R2 ALDOC,GMDS,PHPT1,GMPPB,GMPPA,KHK,MPI,PFKFB3,PFKFB4,PFKL,PFKM,PMM1,PMM2,SORD,TSTA3,FPGT,MTMR2,MTMR6 ATG7,GABARAP,GABARAPL2,ATG4A,ATG4B,GABARAPL1,ULK3,PIK3R4,PIK3C3,PRKAA2,ATG3,ULK1,ATG4C,ATG4D,BECN1,ATG12,ATG5 PSTK,CTH,SEPHS2,SEPHS1,MARS,MTR,SCLY,PAPSS1,MARS2 DHFR,FPGS,ALPL,PTS,QDPR,SPR AKT3,CHUK,AKT1,AKT2,GNA11,GNAI1,GNAI2,GNAI3,GNAL,GNAQ,IFNGR1,IFNGR2,FAS,IKBKB,JUN,SMAD2,SMAD3,MYD88,NFKB1,NFKBIA,SERPINE1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R2D,MAPK1,MAPK3,MAPK8,MAPK9,RELA,MAPK12,MAP2K4,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF6,CALR,PIK3R3,FADD,CFLAR FZD10,CTNNB1,DVL2,DVL3,FZD2,GLI1,GLI2,GLI3,GSK3B,APC,LEF1,SUFU,BMP2,BMP4,SMO,TCF7L2,WNT8A,FZD5,FZD3,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1 COQ2,COQ6,COQ3,COQ5 ADCY3,KDELR1,SEC61B,ATP6V0E2,SEC61G,SEC61A1,ARF1,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,PLCG1,ATP6V0A1,ATP6AP1,SEC61A2,PRKACA,PRKX,ACTB,SLC12A2,TJP1,ATP6V0D1,ATP6V1G1 TOMM40,CHP1,DAXX,GPX1,APAF1,NEFM,NEFL,CYCS,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAP2K6,BAD,BAX,RAB5A,RAC1,BCL2L1,MAPK12,SOD1,TNFRSF1A,DERL1,CASP3,CASP9,CCS LIPT2,LIPT1 CHP1,CREBBP,EP300,RPS6KA6,GNAQ,HRAS,ARAF,KRAS,PPP1R12A,ATF4,NRAS,PLCB3,PPP1CA,PPP1CC,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,RAF1,RAP1B,RPS6KA2,RPS6KA3,CALM1,CALM3,CAMK2D,CAMK2G CRY1,CSNK1D,CSNK1E,FBXW11,FBXL3,ARNTL,BHLHE40,BTRC,NR1D1,CLOCK,RBX1 ADSSL1,ADSL,ADSS,GFPT1,GLS,GLUL,GOT1,GOT2,ASNS,PPAT,NIT2,CAD,ALDH5A1,GPT2,GFPT2 LPCAT3,CEPT1,CDS1,CDIPT,LYPLA1,AGPAT1,AGPAT2,CHKA,MBOAT2,DGKA,DGKH,PLA2G15,PISD,LCLAT1,GPD2,LCAT,PCYT1A,CRLS1,ETNK2,AGPAT4,ADPRM,CHPT1,GPAM,PCYT2,LPCAT1,PTDSS2,PLA2G12A,GNPAT,DGKZ,DGKD,EPT1,CDS2,PCYT1B,PGS1,PTDSS1,LPGAT1 AKT3,IRF9,CHUK,CREB1,CSF1,CYBA,AKT1,AKT2,TAB2,FYN,GRB2,IFNAR1,IFNAR2,IFNGR1,IFNGR2,IKBKB,JAK1,JUN,JUNB,JUND,NFKB1,NFKB2,NFKBIA,TNFRSF11B,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP3CA,PPP3CB,PPP3CC,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K6,MAP2K7,RAC1,RELA,MAPK12,STAT1,STAT2,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,FOSL1,PIK3R3,SOCS1,MAP3K14,SOCS3,GAB2 AKT3,AKT1,AKT2,FYN,GRB2,HRAS,KRAS,LYN,NRAS,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PRKCD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K6,MAP2K7,RAC1,RAC2,RAC3,RAF1,MAPK12,MAP2K4,SOS1,SOS2,PLA2G12A,PIK3R3,GAB2 GAA,GALK1,GALK2,GALT,GLA,GLB1,PFKL,PFKM,PGM1,PGM2,UGP2,B4GALT2 CREB3,ADCY3,FZD10,CREB1,CREBBP,CTNNB1,DVL2,DVL3,EDN1,EP300,FZD2,GNAI1,GNAI2,GNAI3,GNAQ,GSK3B,HRAS,KIT,KRAS,NRAS,LEF1,PLCB3,PRKACA,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,RAF1,CREB3L2,TCF7L2,WNT8A,FZD5,FZD3,CALM1,CALM3,CAMK2D,CAMK2G,FZD1,FZD6,FZD7,FZD8,TCF7L1,CREB3L1 HADHA,FADS1,ACOX1,HSD17B12,ELOVL2,PECR,ELOVL5,ELOVL6,ACOX3 OCLN,MYL12B,MYL9,MYL12A,CLDN3,CLDN7,CLDN23,CLDN19,CTNNA1,CTNNB1,CTNND1,CYBA,GNAI1,GNAI2,GNAI3,ARHGAP35,ICAM1,RHOA,MLLT4,MMP2,MSN,F11R,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PTPN11,JAM2,MYL7,RAC1,RAC2,RAP1B,ACTB,ROCK1,MAPK12,CXCL12,THY1,VASP,VCL,EZR,ACTN4,JAM3,PIK3R3,ACTN1,CLDN6,CLDN1,ROCK2,BCAR1,CDC42 DLAT,DLD,ALDH1B1,ALDH9A1,ALDH3A2,GLO1,HAGH,ACACA,LDHA,MDH1,MDH2,ME1,ME2,PCK2,PDHA1,PDHB,ACSS2 B4GALT7,B3GALT6,EXT1,EXTL3,GLCE,B3GAT3,NDST1,XYLT1,XYLT2,HS6ST2,HS3ST3B1 GALNS,GLB1,GNS,GUSB,HEXB,NAGLU,SGSH,HYAL2 ACAA2,CPT1C,CPT1A,CPT2,ECI1,ACSL3,ACSL4,ALDH1B1,ALDH9A1,ALDH3A2,GCDH,HADHA,HADHB,HADH,ACADM,ACADVL,ACOX1,ACOX3 COX10,COX15,CPOX,EPRS,ALAD,ALAS1,FECH,FTH1,GUSB,HCCS,HMBS,HMOX1,HMOX2,MMAB,PPOX,BLVRA,UROD,UROS SLC19A2,SLC46A1,MMACHC,APOA4,ABCC1,LMBRD1,SLC19A1,BTD,TCN2,SLC5A6 SOCS4,MTOR,IKBKB,INSR,IRS1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PRKCD,MAPK1,MAPK3,MAPK8,MAPK9,IRS4,PIK3R3,SOCS1,IRS2,SOCS2,SOCS3

MAP3K2,CGA,ADCY3,HBEGF,GNA11,GNAQ,GRB2,HRAS,JUN,KRAS,MAP3K1,MAP3K3,MAP3K4,MMP2,MMP14,ATF4,NRAS,PLCB3,PRKACA,PRKCD,MAPK1,MAPK3,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K6,MAP2K7,PRKX,RAF1,MAPK12,MAP2K4,SOS1,SOS2,SRC,CALM1,CALM3,PLA2G12A,CAMK2D,CAMK2G,CDC42 ST6GALNAC4,GLB1,HEXB,ST3GAL2,ST3GAL5,SLC33A1 NOD1,SUGT1,CHUK,TAB2,TAB3,BIRC2,XIAP,HSP90AB1,IKBKB,NFKB1,NFKBIA,ERBB2IP,MAPK1,MAPK3,MAPK8,MAPK9,RELA,MAPK12,MAP3K7,TNFAIP3,HSP90B1,TRAF6,TRIP6,RIPK2 GOT1,GOT2 SLC25A10,GLS,MDH1,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PCK2 BPNT1,CHST11,CHST12,SUOX,PAPSS1 CDH2,CTNNA1,CTNNB1,DAG1,DES,DSC2,DSG2,DSP,EMD,GJA1,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,JUP,LMNA,ATP2A2,LEF1,PKP2,CACNG7,ACTB,SGCB,TCF7L2,CACNA2D1,CACNB3,ACTN4,TCF7L1,ACTN1 STIP1,EGR1,FYN,HSPA5,LAMC1,PRKACA,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,PRNP,BAX,SOD1 PANK4,BCAT2,PANK3,PPCS,PANK2,COASY ACP6,ACP1,ACP2,RFK SAT2,CKB,ALDH1B1,ALDH9A1,ALDH3A2,AMD1,GLS,GLUL,GOT1,GOT2,PYCR2,OAT,P4HA1,LAP3,PYCR1,ALDH18A1,SAT1,PYCRL,SMS,SRM,ACY1 GLA,HEXB,NAGA,ST3GAL2,B3GALNT1 CTH,DLD,ALAS1,GCAT,PHGDH,GLDC,AMT,PSAT1,PIPOX,SHMT1,SHMT2,CBS ATP6V0E2,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0A1,ATP6V0D1,ATP6V1G1 ALDH1B1,ALDH9A1,ALDH3A2,HIBCH,HADHA,ACADM,SMS,SRM PSAT1,PNPO SLC9A6,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,UQCR10,MYL3,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,ATP2A2,CACNG7,ACTC1,TNNC1,TNNI3,TNNT2,TPM2,TPM3,UQCRC1,UQCRC2,UQCRH,CACNA2D1,CACNB3,COX7A2L,COX5A GALNT1,GALNT2,GCNT1,C1GALT1C1,GALNT7,GALNT10,C1GALT1,ST3GAL2,GALNT14,GALNT12,B4GALT5 HMGCL,HMGCS1,OXCT1 AKT3,CHUK,MAP3K8,AKT1,AKT2,TAB2,TBK1,IFNAR1,IFNAR2,IKBKB,IRF3,JUN,MYD88,NFKB1,NFKBIA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,TOLLIP,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K6,MAP2K7,RAC1,RELA,MAPK12,MAP2K4,SPP1,STAT1,MAP3K7,TRAF3,TRAF6,PIK3R3,RIPK1,FADD TUBA1B,MAP3K2,ADCY3,CSNK1D,LPAR1,GJA1,GNA11,GNAI1,GNAI2,GNAI3,GNAQ,GRB2,HRAS,TUBB2B,KRAS,NRAS,PDGFA,PLCB3,PRKACA,MAPK1,MAPK3,MAPK7,PDGFC,MAP2K1,MAP2K2,MAP2K5,PRKX,RAF1,SOS1,SOS2,SRC,TJP1,TUBA4A,TUBB6,CDK1 CSNK1D,CSNK1E,CSNK1G2,CSNK1G3,FBXW11,GLI1,GLI2,GLI3,GSK3B,LRP2,SUFU,RAB23,PRKACA,PRKX,BMP2,BMP4,BMP7,SMO,WNT8A,ZIC2,BTRC AKT3,PPIF,CHUK,AKT1,AKT2,TAB2,GNAI1,GNAI2,GNAI3,BIRC2,HSPA1B,XIAP,HSPA8,IFNGR1,IFNGR2,IKBKB,ITGA6,JAK1,JAK2,LAMB1,LAMC1,LDLR,MYD88,NFKB1,NFKBIA,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K6,BAD,RELA,BCL2L1,MAPK12,STAT1,STAT3,MAP3K7,TGFB1,TGFB2,TNFRSF1A,TRAF6,PLA2G12A,CASP3,CASP9,PIK3R3,SOCS1 SHMT1,SHMT2 NT5C2,QPRT,NNT,NT5C,PNP,NMNAT1,NADK,NUDT12 AKR1A1,AGPAT1,AGPAT2,MBOAT2,DGKA,DGKH,ALDH1B1,ALDH9A1,ALDH3A2,LCLAT1,GK,GLA,AGPAT4,GPAM,PNPLA3,DGKZ,DGKD,DGAT1

CHUK,DDX3X,TBK1,IKBKB,IRF3,MAP3K1,NFKB1,NFKBIA,PIN1,OTUD5,MAPK8,MAPK9,MAVS,RELA,MAPK12,AZI2,MAP3K7,TRAF2,TRAF3,TRAF6,TRIM25,SIKE1,RIPK1,FADD,ATG12,ATG5 HADHA,HADH,HMGCL,HMGCS1,OXCT1,PDHA1,PDHB,AACS,ALDH5A1,L2HGDH ADAR,POLR3F,POLR3G,POLR3C,POLR3A,CHUK,POLR3H,TBK1,IKBKB,IRF3,NFKB1,NFKBIA,POLR1D,POLR3K,POLR3B,MAVS,RELA,POLR3D,RIPK1,POLR1C CEPT1,PAFAH1B1,PAFAH1B2,PAFAH1B3,PAFAH2,ENPP2,CHPT1,PLA2G7,LPCAT1,PLA2G12A,AGPS,EPT1 ANPEP,MME,CTSA,NLN,THOP1 GNA13,GNA11,GNA12,GNAI1,GNAI2,GNAI3,GNAQ,GNAZ,HRAS,IGF1R,ARAF,KRAS,LYN,NRAS,PLCB3,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,MAPK1,MAPK3,MAP2K1,MAP2K2,RAF1,PLA2G12A AKR1A1,GALM,DLAT,DLD,ENO2,ALDH1B1,ALDH9A1,ALDH3A2,ALDOC,GAPDH,GAPDHS,LDHA,PCK2,PDHA1,PDHB,PFKL,PFKM,PGAM1,PGK1,PGM1,PGM2,ACSS2,BPGM WBSCR22,METTL6,ALDH1B1,ALDH9A1,ALDH3A2,HEMK1,LCMT1,TRMT11,LCMT2 DAG1,DES,EMD,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,LMNA,MYL3,ATP2A2,PRKAA2,PRKAB1,PRKAB2,PRKAG1,CACNG7,ACTB,SGCB,ACTC1,TGFB1,TGFB2,TNNC1,TNNI3,TNNT2,TPM2,TPM3,CACNA2D1,CACNB3 AKT3,AKT1,AKT2,SLC37A4,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PIK3R3 AKT3,ADCY3,CHUK,CRK,CRKL,CSK,ADRBK2,AKT1,AKT2,FOXO3,GNAI1,GNAI2,GNAI3,GNB1,GNB2,GNG5,GNG7,GNG10,GRK5,GRK6,GRB2,GSK3A,GSK3B,HRAS,IKBKB,JAK2,KRAS,RHOA,LYN,ARRB1,ARRB2,NFKB1,NFKBIA,NRAS,PAK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,SHC3,PRKACA,PRKCD,MAPK1,MAPK3,GNG12,MAP2K1,PRKX,RAC1,RAC2,RAF1,RAP1B,GNB4,RELA,ROCK1,CXCL12,SHC1,SOS1,SOS2,STAT1,STAT2,STAT3,STAT5B,TIAM1,PIK3R3,WASL,ROCK2,CXCL14,BCAR1,ELMO1,CDC42

GOT1,GOT2,MIF,PRDX6 POMT1,POFUT2,GXYLT1,POMT2,POMGNT1,POGLUT1,RFNG,ST6GAL1,ST3GAL3,COLGALT1,B4GALT3,B4GALT2,PLOD3,CHST10 AKT3,SPRY1,STAM2,IRF9,PIAS3,CISH,SOCS4,CNTFR,CREBBP,SPRED1,SPRED2,EP300,AKT1,AKT2,CLCF1,GHR,GRB2,SOCS7,IFNAR1,IFNAR2,IFNGR1,IFNGR2,IL6ST,JAK1,JAK2,LIFR,MYC,IL23A,PIAS4,PIK3CA,PIK3CB,PIM1,PIK3R1,PIK3R2,PTPN6,PTPN11,CCND1,BCL2L1,SOS1,SOS2,STAT1,STAT2,STAT3,STAT5B,STAT6,STAM,SPRY4,PIK3R3,PIAS1,SOCS1,CBL,CBLB,SOCS2,CCND2,CCND3,SOCS3 WBSCR22,COMT,METTL6,FAH,GOT1,GOT2,GSTZ1,MIF,HEMK1,LCMT1,TRMT11,LCMT2 NR1H3,SLC27A4,CPT1C,CPT1A,CPT2,DBI,FABP5,ACSL3,ACSL4,GK,ACADM,ILK,ME1,ACOX1,PCK2,PDPK1,PLTP,PPARD,RXRA,RXRB,SCP2,ACOX3 AMACR,HSD17B4,SCP2 ST3GAL6,B3GNT2,ST3GAL3,B4GALT4,B4GALT3,B4GALT2 CXADR,CD55,DAG1,EIF4G1,EIF4G2,ABL1,FYN,ABL2,ICAM1,MYH9,MYH10,CYCS,RAC1,RAC2,RAC3,CCND1,ACTB,SGCB,CASP3,CASP9,CAV1,EIF4G3 CTH,GLS,AMT,GLUL,ASNS RAMP2,MYL9,GNA13,ADCY3,ADORA2B,MYL6B,EDNRA,ARHGEF12,KCNMB4,GNA11,GNA12,GNAQ,ARAF,KCNMB1,RHOA,MYL6,MYLK,PPP1R12A,PLCB3,PPP1CA,PPP1CC,PRKACA,PRKCD,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,RAF1,ACTA2,ROCK1,ACTG2,CALM1,CALM3,PLA2G12A,PPP1R14A,ROCK2,ARHGEF11 GYPC,ICAM1,MET,MYD88,SDC1,SDC2,SDC4,TGFB1,TGFB2,THBS1,THBS2,THBS3,SDC3,CD81 ADCY3,DAG1,DES,EMD,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,LMNA,MYL3,ATP2A2,PRKACA,PRKX,CACNG7,ACTB,SGCB,ACTC1,TGFB1,TGFB2,TNNC1,TNNI3,TNNT2,TPM2,TPM3,CACNA2D1,CACNB3 TUBA1B,SEC61B,CYBA,ATP6V0E2,DYNC1I2,DYNC1LI2,PIKFYVE,SEC61G,STX12,SEC61A1,TUBB2B,ITGA5,ITGAV,ITGB5,LAMP1,LAMP2,M6PR,DYNC1LI1,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,PIK3C3,ATP6V1E1,ATP6V0B,STX18,ATP6V0A1,ATP6AP1,SEC61A2,RAB5A,RAB5B,RAB5C,RAC1,ACTB,TAP1,TFRC,THBS1,THBS2,THBS3,TUBA4A,DYNC2H1,COLEC12,CALR,CANX,EEA1,STX7,TUBB6,ATP6V0D1,HGS,VAMP3,ATP6V1G1,SEC22B PSME3,IFI30,CREB1,CTSB,PDIA3,HSPA1B,HSPA4,HSPA5,HSPA8,HSP90AB1,NFYA,NFYB,LGMN,B2M,PSME1,PSME2,RFX5,RFXAP,TAP1,TAPBP,CALR,CANX,RFXANK CYBA,TAB2,IFNGR1,IFNGR2,JAK1,JAK2,JUN,MYD88,NFKB1,NFKBIA,MAPK1,MAPK3,PTPN6,RELA,MAPK12,MARCKSL1,STAT1,MAP3K7,TGFB1,TGFB2,TRAF6 ALDH1B1,ALDH3A2,GUSB,DCXR,RPE,UGDH,UGP2 GNB1,ARRB1,ARRB2,CALM1,CALM3,SLC24A1 NFAT5,CHP1,FYN,GRB2,HRAS,ICAM1,IFNAR1,IFNAR2,IFNGR1,IFNGR2,FAS,ARAF,KRAS,NFATC3,NFATC4,NRAS,PAK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN6,PTPN11,RAC1,RAC2,RAC3,RAF1,SHC1,SOS1,SOS2,CASP3,PIK3R3,TNFRSF10B ACOX1,PLA2G12A,ACOX3 DAG1,HMMR,HSPG2,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,AGRN,LAMB1,LAMC1,SDC1,SDC2,SDC4,SPP1,THBS1,THBS2,THBS3,VTN,CD44,CD47,SDC3,SV2A ABCC5,ABCC4,ABCD1,ABCB7,ABCB10,ABCC1,ABCD3,TAP1,ABCC10,ABCG2 ADCY3,GNAI1,GNAI2,GNAI3,GNAQ,MYLK,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PLCB3,PRKACA,PRKX,ACTB,EZR,CALM1,CALM3,CAMK2D,CAMK2G F2RL1,GNAQ,ICAM1,FAS,MYD88,PLCB3,THOP1 WARS2,ALDH1B1,ALDH9A1,ALDH3A2,GCDH,HADHA,HADH,OGDH,WARS GUSB,IMPDH1,IMPDH2,ITPA,UCKL1,TK1,TPMT,UCK2,UMPS,UCK1,GMPS,CDA ALDH1B1,ALDH9A1,ALDH3A2,UGDH ADA,RFX5,RFXAP,TAP1,UNG,RFXANK ABCC4,ADCY3,EPHX1,HMGCR,KCNN2,LDLR,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PRKACA,PRKX,NCEH1,RXRA,SLC2A1,ABCG2 NR5A2,HHEX,FOXA3 GAA,GBE1,GUSB,GYS1,PGM1,PGM2,PYGB,UGDH,UGP2,UXS1 CSF1,ATP6V0E2,ICAM1,JUN,ATP6V1D,IL23A,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,ATP6V0A1,ATP6AP1,CXCL12,TGFB1,TGFB2,VEGFA,VEGFB,ATP6V0D1,ATP6V1G1 AGPAT1,AGPAT2,SLC27A4,GOT2,APOA4,PLA2G12A,DGAT1 GNA11,GNAL,GNAQ,HSPB1,LAMB1,LAMC1,NFKB1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,PRKACA,PRKX,RAB5A,RAB5B,RAB5C,RELA,TGFB1,TGFB2,VCL,ACTN4,CASP3,PIK3R3,ACTN1 CYP2U1,EPHX2,GPX1,GPX2,GPX7,LTA4H,PTGIS,PTGES2,PLA2G12A,CBR1 GSTO2,EPHX1,GSTA4,GSTM1,GSTM3,GSTM4,GSTP1,GSTT2,GSTZ1,GSTK1,MGST1,MGST3,GSTO1 ADCY3,TPCN2,GNAQ,RHOA,RAB8A,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,ATP2A2,ATP2B1,ATP2B4,PLCB3,RAC1,RAP1B,SLC12A2,TRPC1,PLA2G12A,RAB11A,RAB3D ADCY3,CST3,GNAQ,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,ATP2B1,ATP2B4,PLCB3,PRKACA,PRKX,SLC12A2,VAMP2,CALM1,CALM3 GSTO2,GSTA4,GSTM1,GSTM3,GSTM4,GSTP1,GSTT2,GSTZ1,GSTK1,MGST1,MGST3,GSTO1 SLC16A10,MME,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,SLC38A2,PRCP,SLC1A5,SLC3A2,COL18A1,KCNK5,SLC7A7 CDH2,CDH3,OCLN,CLDN3,CLDN7,CLDN23,VCAN,CLDN19,ALCAM,CNTNAP2,GLG1,ICAM1,ITGA6,ITGAV,ITGB8,NEO1,F11R,NLGN3,NLGN2,PVR,PVRL2,JAM2,SDC1,SDC2,SDC4,CD276,JAM3,CLDN6,CLDN1,SDC3,CDH1

COMT,CYP11A1,HSD17B12,HSD17B7,SRD5A1,SRD5A3 CPE,HSPD1,FAS ADCY3,CHP1,PLCD3,ADORA2B,EDNRA,ERBB3,F2R,GNA11,GNAL,GNAQ,SLC25A4,SLC25A5,MYLK,ATP2A2,ATP2B1,ATP2B4,P2RX4,PDE1B,PHKB,PHKG2,PLCB3,PLCD1,PLCG1,PPID,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,PRKX,SPHK2,TNNC1,TRPC1,VDAC1,VDAC2,VDAC3,CALM1,CALM3,CAMK2D,CAMK2G,SPHK1 CD55,F2R,F3,SERPINE1,PLAT,PLAU,PROS1,SERPING1 CXCL12,TGFB1,MAP3K14

GNB1,PRKACA,PRKX CSF1,CD55,ANPEP,ITGA6,ITGA3,ITGA5,KIT,MME,TFRC,CD9,CD44 DHRS4,RDH10,RDH11,RETSAT,DGAT1

ICAM1,KRT10 H2AFX,H2AFZ,H3F3B,HIST2H2AB,H2AFY2,SNRPB,SNRPD1,SNRPD3,TRIM21,TROVE2,SSB,ACTN4,HIST1H2BH,HIST1H3A,HIST1H2AH,HIST1H2BK,ACTN1,HIST3H2A,H2AFV

LPAR6,CGA,ADORA2B,APLNR,S1PR1,LPAR1,EDNRA,F2R,F2RL1,GABRA5,GABRB3,GHR,LPAR4,MCHR1,NR3C1,HTR1B,HTR1D,P2RX4,P2RY1,GPR50,S1PR2 CNTFR,CSF1,CLCF1,IL17RA,GHR,TNFRSF21,IFNAR1,IFNAR2,IFNGR1,IFNGR2,FAS,IL6ST,KIT,LIFR,MET,NGFR,TNFRSF11B,TNFRSF12A,PDGFA,IL23A,PDGFC,CXCL12,BMP2,BMP7,BMPR1A,BMPR2,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,VEGFA,VEGFB,PLEKHO2,INHBE,TNFRSF10B,ACVR2A,ACVR2B,CXCL14 ADCY3,ADRBK2,GNAL,ARRB2,PRKACA,PRKX,CALM1,CALM3,CAMK2D,CAMK2G CDK2,CDK4,CDK6,CDK7,CDKN1A,CDKN1B,STAG1,CDKN2B,ANAPC10,MAD2L2,STAG2,GADD45G,DBF4,YWHAQ,CHEK1,CHEK2,CREBBP,GADD45A,E2F1,E2F3,E2F4,E2F5,EP300,ORC3,CDC26,ABL1,ANAPC13,SFN,GSK3B,ANAPC2,ANAPC4,HDAC1,HDAC2,MAD2L1,SMAD2,SMAD3,SMAD4,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,MDM2,MYC,GADD45B,ATM,ORC1,ORC2,ORC4,ORC5,FZR1,ANAPC7,ANAPC11,PLK1,ATR,PRKDC,RAD21,RB1,RBL1,CCND1,ANAPC1,SKP2,BUB1,BUB1B,TFDP1,TFDP2,TGFB1,TGFB2,TTK,WEE1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,ZBTB17,SMC1A,CDC7,CDC45,MAD1L1,CDC14A,CDC23,CDC16,CCNA2,CCNB1,CCND2,CCND3,CCNE1,CCNH,PKMYT1,SMC3,CCNB2,CCNE2,BUB3,PTTG1,ESPL1,CDK1,CDC6,CDC20,CDC25A,CDC25B,CDC25C,CDC27,RBX1 SNUPN,EIF1,POP7,SRRM1,SAP18,EIF1B,PRMT5,TACC3,NXF1,RPP30,RPP38,PAIP1,POP4,RPP40,RNPS1,POP1,STRAP,DDX20,XPOT,CLNS1A,NUP35,RPP25L,EEF1A1,EEF1A2,EIF2S1,EIF2B1,EIF4A1,EIF4B,EIF4E,EIF4EBP1,EIF4G1,EIF4G2,EIF5,CASC3,NCBP2,ACIN1,NUP205,NUP210,NUP62,GEMIN5,UPF2,PABPC1,NXT1,NUP43,EIF3E,KPNB1,MAGOH,NCBP1,NUP88,NUP98,GEMIN4,NMD3,POP5,PHAX,NUP54,PNN,RPP25,GEMIN8,MAGOHB,ELAC1,NDC1,NUP133,NXT2,NUP107,THOC2,XPO5,RAN,RANBP2,RANGAP1,SENP2,UPF1,ELAC2,SEC13,UPF3B,SMN1,SUMO3,SUMO2,TPR,SUMO1,XPO1,NUP37,DDX39B,THOC6,GEMIN7,GEMIN6,RPP21,NUP85,THOC7,NUP214,AAAS,SEH1L,THOC3,RAE1,THOC5,EIF3A,EIF3B,EIF3C,EIF3D,EIF3F,EIF3G,EIF3H,EIF3I,EIF4G3,PABPC4,EIF2B4,EIF2B2,EIF2B5,EIF2S2,EIF4E2,NUP155,EIF5B,TGS1,NUP93,EIF4A3,NUP153,THOC1 PREB,PDIA6,BCAP31,STUB1,UBE4B,DNAJA2,MARCH6,SEC24B,UBE2E3,SEC23B,SEC23A,HYOU1,SEC24A,HSPH1,MAN1A2,SEC61B,OS9,LMAN2,ERP29,CKAP4,SEC63,MAN1B1,ATF6B,DAD1,DDIT3,DDOST,EIF2S1,STT3B,HSPA4L,ATF6,GANAB,TRAM1,SEC61G,HSPBP1,PPP1R15A,SVIP,AMFR,EIF2AK1,ERLEC1,PDIA3,SEC61A1,UBQLN2,UBQLN1,DNAJB2,DNAJA1,HSPA1B,HSPA5,HSPA8,HSP90AB1,DNAJB1,STT3A,LMAN1,ATXN3,EIF2AK4,ATF4,NFE2L2,P4HB,DERL2,SAR1B,UBE2J1,DNAJC10,DNAJB12,SEC61A2,YOD1,NPLOC4,EDEM2,NGLY1,PRKCSH,NSFL1C,MAPK8,MAPK9,MAP2K7,DNAJC3,UGGT1,UBQLN4,MAN1C1,BAG1,BAK1,BAX,RAD23A,RAD23B,RNF5,RPN1,RPN2,RRBP1,SEC13,SEL1L,DNAJC1,SIL1,SSR1,SSR2,SSR3,SSR4,SEC62,HSP90B1,TRAF2,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UFD1L,VCP,WFS1,XBP1,MOGS,DERL1,TUSC3,EDEM3,UBXN6,CALR,CANX,CAPN1,CAPN2,SYVN1,MBTPS1,PLAA,EIF2AK3,BAG2,SEC24C,EDEM1,HERPUD1,RBX1 PQBP1,SMNDC1,BCAS2,SF3A1,PPIE,PPIH,CHERP,SLU7,PRPF8,USP39,TXNL4A,TCERG1,SF3A3,SF3B2,SNRNP27,LSM6,DDX42,CCDC12,ZMAT2,DDX5,DHX15,HNRNPA3,PUF60,NCBP2,ACIN1,SNRNP200,U2SURP,SF3B3,SF3B1,LSM5,PRPF6,LSM4,SYF2,PRPF31,LSM3,PRPF19,TRA2A,HNRNPA1,HNRNPC,HNRNPK,HNRNPU,HSPA1B,HSPA8,MAGOH,HNRNPM,NCBP1,PCBP1,CRNKL1,CWC15,LSM7,WBP11,PLRG1,MAGOHB,PRPF38B,PRPF40A,RBM22,XAB2,THOC2,LSM2,SRSF1,SRSF2,SRSF3,SRSF4,SRSF6,SRSF7,TRA2B,SNRNP70,SNRPA,SNRPB,SNRPB2,SNRPC,SNRPD1,SNRPD2,SNRPD3,SNRPE,SNRPF,U2AF1,DDX39B,SF3A2,SF3B5,THOC3,DHX16,PHF5A,PRPF38A,PRPF18,SRSF9,BUD31,SART1,PRPF4,PRPF3,EFTUD2,DDX23,AQR,EIF4A3,DDX46,CDC5L,THOC1 RCL1,MPHOSPH10,POP7,EMG1,NXF1,NOP56,RPP30,RPP38,POP4,RPP40,UTP14A,WDR3,POP1,WDR36,RPP25L,CSNK2A1,CSNK2A2,CSNK2B,SPATA5,DKC1,FBL,XRN2,WDR43,GTPBP4,REXO2,GNL3,RRP7A,NOB1,DROSHA,NXT1,GNL2,EIF6,NVL,NMD3,FCF1,UTP18,POP5,NOP58,GAR1,XRN1,GNL3L,RPP25,HEATR1,RBM28,NAT10,IMP3,LSG1,NHP2,RIOK2,UTP6,NXT2,REXO1,PWP2,RAN,NOL6,TAF9,TCOF1,XPO1,EFTUD1,RIOK1,WDR75,UTP15,CIRH1A,IMP4,BMS1 TOB1,MPHOSPH6,C1D,TOB2,BTG3,PAPD7,LSM6,EXOSC8,DDX6,DCP2,DHX36,DCP1B,ENO2,PATL1,XRN2,DIS3,EXOSC7,CNOT1,EXOSC2,SKIV2L2,EDC4,LSM5,PAN3,LSM4,CNOT10,PABPC1,LSM1,LSM3,DCPS,CNOT7,HSPA9,HSPD1,CNOT2,CNOT3,CNOT4,PARN,EXOSC3,EXOSC1,LSM7,EXOSC9,EXOSC10,XRN1,EXOSC4,DCP1A,EXOSC5,CNOT6,LSM2,SKIV2L,BTG1,BTG2,EDC3,WDR61,PNPT1,PABPC4,RQCD1,CNOT8,TTC37,PAN2 UBA2,SAE1,HUWE1,STUB1,UBE4B,ANAPC10,PIAS3,UBE2E3,WWP1,WWP2,UBE2F,DDB1,DDB2,TRIM32,RHOBTB2,FBXW11,MGRN1,PPIL2,CDC26,ANAPC13,RCHY1,HERC4,FBXW8,UBE2S,PRPF19,ANAPC2,ANAPC4,UBE2K,BIRC2,XIAP,MDM2,MAP3K1,MID1,TRIM37,NEDD4,FZR1,UBR5,ANAPC7,UBE2J1,ANAPC11,PIAS4,UBE2R2,DET1,FANCL,UBA6,UBE2W,UBE2Q1,KLHL9,SMURF1,BIRC6,UBE2O,RFWD2,ANAPC1,SMURF2,SKP2,UBE2Z,BRCA1,TCEB1,TCEB2,TRAF6,UBE2B,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UBE2H,UBE2L3,VHL,CUL5,ITCH,SYVN1,CUL4B,CUL4A,CUL3,CUL2,PIAS1,SOCS1,CBL,CBLB,CDC23,CDC16,HERC2,HERC1,BTRC,SOCS3,UBA3,UBE2M,UBE2Q2,TRIP12,UBE4A,RNF7,KEAP1,CUL7,CDC20,CDC27,CDC34,RBX1 AKT3,CDK4,CDK6,CDKN1A,CDKN1B,CHUK,CRK,CRKL,CTBP1,E2F1,E2F3,AKT1,AKT2,ABL1,GRB2,HDAC1,HDAC2,HRAS,IKBKB,ARAF,KRAS,SMAD3,SMAD4,MDM2,MYC,NFKB1,NFKBIA,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,PTPN11,RAF1,RB1,CCND1,RELA,BCL2L1,BCR,SHC1,SOS1,SOS2,STAT5B,TGFB1,TGFB2,TGFBR1,TGFBR2,PIK3R3,CBL,CBLB,GAB2 AKT3,CTNNB1,AKT1,AKT2,GSK3B,APC,BIRC5,ARAF,JUN,KRAS,RHOA,SMAD2,SMAD3,SMAD4,MLH1,MSH2,MSH3,MYC,LEF1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,BAD,BAX,RAC1,RAC2,RAC3,RAF1,CCND1,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,AXIN1,AXIN2,TCF7L1,CASP3,CASP9,PIK3R3 AKT3,SH2B3,SH2B2,FRS2,YWHAQ,PRDM4,CRK,CRKL,CSK,AKT1,AKT2,FOXO3,ABL1,GAB1,RPS6KA6,GRB2,GSK3B,HRAS,IKBKB,IRS1,JUN,KRAS,RHOA,ARHGDIA,ARHGDIB,MAP3K1,MAP3K3,ATF4,NFKB1,NFKBIA,NGFR,NRAS,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,PRKCD,MAPK1,MAPK3,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K7,PSEN1,PSEN2,BAD,KIDINS220,PTPN11,BAX,RAC1,RAF1,RAP1B,RELA,RPS6KA2,RPS6KA3,SORT1,MAPK12,SHC1,SOS1,SOS2,TRAF6,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,IRS4,PIK3R3,IRS2,RIPK2,MAPKAPK2,MAGED1,CDC42 CDK7,CETN2,POLD3,DDB1,DDB2,ERCC1,ERCC2,ERCC3,ERCC4,GTF2H1,GTF2H2,GTF2H3,GTF2H4,GTF2H5,MNAT1,POLE3,POLD1,POLD2,POLE2,POLE4,POLD4,RAD23A,RAD23B,RFC2,RFC3,RFC4,RFC5,RPA1,RPA2,RPA3,XPA,XPC,CUL4B,CUL4A,CCNH,RBX1 NME6,POLR3F,POLR3G,POLR3C,POLD3,POLR3A,CANT1,UPRT,DCK,DCTD,POLR3H,DHODH,DUT,NT5C2,POLA2,POLR1A,NME7,NT5C,ZNRD1,NUDT2,ITPA,NME3,NME4,PNP,AK3,POLR1D,CMPK1,POLR3K,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,UCKL1,PRIM1,POLR3B,CTPS2,POLE4,POLD4,RRM1,RRM2,POLR1E,POLR3D,TK1,TYMS,UCK2,UMPS,CAD,UCK1,POLR1B,PNPT1,POLR1C,ENTPD6,ENTPD5,ENTPD4,CDA SRRM1,SAP18,NXF1,HBS1L,CPSF4,PAPOLA,RNPS1,CLP1,NUDT21,CPSF6,CSTF1,CSTF2,CSTF3,ETF1,CASC3,NCBP2,ACIN1,CSTF2T,SMG6,SMG5,GSPT2,UPF2,DAZAP1,PABPC1,NXT1,GSPT1,CPSF1,MAGOH,MSI1,NCBP1,PCF11,CPSF3,CPSF2,PNN,MAGOHB,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R3A,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP2R2D,NXT2,UPF1,PAPOLG,UPF3B,DDX39B,CPSF7,PABPN1,SYMPK,RNMT,RNGTT,PABPC4,EIF4A3,SMG7 RNASEH2A,POLD3,DNA2,FEN1,POLA2,RNASEH1,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,POLE3,POLA1,POLD1,POLD2,POLE2,PRIM1,POLE4,POLD4,RFC2,RFC3,RFC4,RFC5,RPA1,RPA2,RPA3,SSBP1,RNASEH2B,RNASEH2C WASF2,WASF3,CREBBP,CSNK2A1,CSNK2A2,CSNK2B,CTNNA1,CTNNB1,CTNND1,EP300,FER,FYN,IGF1R,INSR,RHOA,LMO7,SMAD2,SMAD3,SMAD4,MET,MLLT4,LEF1,NLK,ACP1,MAPK1,MAPK3,PTPN1,PTPN6,PTPRJ,PVRL2,RAC1,RAC2,RAC3,ACTB,SNAI2,SNAI1,SRC,MAP3K7,TCF7L2,TGFBR1,TGFBR2,TJP1,VCL,YES1,ACTN4,TCF7L1,ACTN1,IQGAP1,WASF1,WASL,CDC42,CDH1 DNAL4,ATP5H,CREB3,DCTN2,PPARGC1A,AP2M1,AP2S1,CLTA,CLTB,CLTC,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CREB1,CREBBP,CYC1,AP2A1,AP2A2,AP2B1,DCTN1,EP300,RCOR1,GNAQ,GPX1,SLC25A4,SLC25A5,UQCR10,HTT,HDAC1,HDAC2,HIP1,APAF1,NDUFS7,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,DCTN4,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,NDUFB11,PPID,IFT57,NDUFA12,BAX,REST,SDHA,SDHB,SDHC,CREB3L2,SOD1,SP1,TAF4B,TBP,TFAM,TGM2,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,DNAL1,CASP3,CASP9,CREB3L1,COX7A2L,COX5A,TBPL1 AKT3,CDK4,CDK6,RALBP1,CHUK,E2F1,E2F3,AKT1,AKT2,IKBKB,ARAF,JAK1,KRAS,SMAD2,SMAD3,SMAD4,NFKB1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,BAD,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RB1,CCND1,RELA,BCL2L1,BRCA2,STAT1,STAT3,TGFB1,TGFB2,TGFBR1,TGFBR2,VEGFA,VEGFB,CASP9,PIK3R3,CDC42 AKT3,PIM2,CHUK,EIF4EBP1,AKT1,AKT2,MTOR,GRB2,HRAS,IKBKB,ARAF,JUP,KIT,KRAS,MYC,NFKB1,NRAS,LEF1,PIK3CA,PIK3CB,PIM1,PIK3R1,PIK3R2,PPARD,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,RAF1,RARA,CCND1,RELA,RPS6KB1,RPS6KB2,SOS1,SOS2,STAT3,STAT5B,TCF7L2,TCF7L1,PIK3R3,RUNX1T1 POLR3F,POLR3G,POLR3C,POLR3A,POLR3H,POLR1A,ZNRD1,POLR1D,POLR3K,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,POLR3B,POLR1E,POLR3D,POLR1B,POLR1C CDK2,ANAPC10,MAD2L2,ADCY3,YWHAQ,CHP1,SGOL1,FBXW11,CDC26,ANAPC13,FBXO5,RPS6KA6,FBXO43,ANAPC2,ANAPC4,IGF1R,AR,MAD2L1,ANAPC7,ANAPC11,PLK1,PPP1CA,PPP1CC,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK1,MAPK3,MAP2K1,PRKX,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,AURKA,BUB1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,SMC1A,CDC23,CDC16,CCNB1,BTRC,CCNE1,PKMYT1,SMC3,CCNB2,CCNE2,PTTG1,ESPL1,SLK,CDK1,CDC20,CDC25C,CDC27,RBX1 ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,NOD1,MAD2L2,ARPC1A,CHUK,CRK,CRKL,CSK,DIAPH1,DOCK1,CTTN,FBXW11,ABL1,IKBKB,ITGA5,RHOG,NFKB1,NFKBIA,PFN1,PFN2,MAPK1,MAPK3,MAPK8,MAPK9,RAC1,RELA,ACTB,ROCK1,MAPK12,U2AF1,VCL,ARPC5L,RIPK2,WASF1,BTRC,WASL,ATG5,ROCK2,CD44,ELMO1,CDC42 AKT3,CTNNA1,CTNNB1,AKT1,AKT2,FOXO3,GRB2,GSK3B,APC,HRAS,ILK,ARAF,KRAS,MLH1,MYC,NRAS,LEF1,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,PTEN,RAF1,CCND1,SOS1,SOS2,TCF7L2,AXIN1,AXIN2,TCF7L1,CASP9,PIK3R3,CDH1 AKT3,CDK2,CDKN1A,CDKN1B,CREB3,CHUK,CREB1,CREBBP,CTNNB1,E2F1,E2F3,EP300,AKT1,AKT2,FOXO1,MTOR,GRB2,GSK3B,GSTP1,HRAS,HSP90AB1,IGF1R,IKBKB,AR,ARAF,KRAS,MDM2,ATF4,NFKB1,NFKBIA,NRAS,LEF1,PDGFA,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,PDGFC,MAP2K1,MAP2K2,BAD,PTEN,RAF1,RB1,CCND1,RELA,CREB3L2,SOS1,SOS2,TCF7L2,HSP90B1,TCF7L1,CASP9,PIK3R3,CCNE1,CREB3L1,CCNE2 AP1M2,AP3S2,NPC2,AP4B1,CTSC,AP3M2,AP4S1,AP1S1,TPP1,CLN5,CLTA,CLTB,CLTC,AP1S3,CTNS,CTSB,CTSD,CTSZ,AP1B1,AP1G1,AGA,GGA2,GGA3,AP4E1,PLA2G15,GAA,MFSD8,GALNS,GGA1,GBA,SLC17A5,AP3M1,GLA,GLB1,GM2A,GNS,GUSB,HEXB,IGF2R,LAMP1,LAMP2,M6PR,ARSA,MANBA,ASAH1,NAGA,NAGLU,NEU1,NPC1,SLC11A2,NAGPA,ATP6V0C,ACP2,ATP6V0B,ATP6V0A1,ATP6AP1,CTSA,LAPTM4B,PPT1,LGMN,PSAP,MCOLN1,SORT1,SGSH,SMPD1,GNPTG,AP3B1,CD164,AP1S2,AP1M1,AP3D1,ATP6V0D1,AP4M1,SCARB2,ENTPD4,CD63,LAPTM4A AKT3,PAK4,EGLN3,CREBBP,CRK,CRKL,EP300,AKT1,AKT2,ETS1,GAB1,GRB2,HIF1A,HRAS,ARAF,JUN,KRAS,ARNT,MET,NRAS,PAK1,PAK2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,EGLN1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN11,RAC1,RAF1,RAP1B,SLC2A1,SOS1,SOS2,TCEB1,TCEB2,TGFB1,TGFB2,VEGFA,VEGFB,VHL,CUL2,PIK3R3,RBX1,CDC42 CDK2,CDK4,CDK6,CDKN1A,GADD45G,CHEK1,CHEK2,SESN3,DDB2,GADD45A,RCHY1,SESN1,SFN,APAF1,IGFBP3,FAS,MDM2,MDM4,GADD45B,ATM,SERPINE1,SHISA5,GTSE1,CYCS,ATR,PTEN,BAX,CCND1,RRM2,PERP,RFWD2,ZMAT3,THBS1,TSC2,CASP3,SESN2,CASP9,PPM1D,TNFRSF10B,CCNB1,CCND2,CCND3,CCNE1,CCNG1,CCNB2,CCNE2,EI24,CDK1 TAF6L,STON1,GTF2A1,GTF2A2,GTF2B,GTF2E1,GTF2E2,GTF2F1,GTF2F2,GTF2H1,GTF2H2,GTF2H3,GTF2H4,GTF2I,TAF9B,TAF1,TAF2,TAF4B,TAF5,TAF6,TAF7,TAF9,TAF10,TAF11,TAF12,TAF13,TBP,TBPL1,GTF2IRD1 ALG3,MAN1A2,MAN1B1,ALG10B,DAD1,DDOST,DPAGT1,ALG14,STT3B,DOLK,GANAB,FUT8,ALG5,ALG6,STT3A,MAN2A2,MAN2A1,MGAT1,MGAT3,MGAT5,ALG1,MAN1C1,DOLPP1,RPN1,RPN2,ST6GAL1,MOGS,ALG8,ALG12,ALG13,TUSC3,ALG2,B4GALT3,B4GALT2,DPM1,RFT1 AKT3,FLOT1,SH2B2,PPARGC1A,SOCS4,CRK,CRKL,EIF4E,EIF4EBP1,AKT1,AKT2,FASN,FOXO1,FLOT2,EXOC7,MTOR,MKNK2,GRB2,GSK3B,GYS1,ACACA,HRAS,IKBKB,INSR,IRS1,ARAF,KRAS,NRAS,PCK2,PDE3B,PDPK1,INPP5K,PHKB,PHKG2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PPP1R3C,PRKAA2,PRKAB1,PRKAB2,PRKACA,PRKAG1,PRKAR1A,PRKAR2A,PRKAR2B,PRKCI,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,PRKX,BAD,PTPN1,PYGB,RAF1,RHEB,RPS6,RPS6KB1,RPS6KB2,SHC1,SOS1,SOS2,TSC2,PPP1R3B,CALM1,CALM3,IRS4,PIK3R3,MKNK1,SOCS1,IRS2,CBL,CBLB,SOCS2,SOCS3,TRIP10,EIF4E2 PDCD6IP,DNM1L,RNF41,STAM2,STAMBP,EHD1,RAB31,WWP1,SNF8,VPS45,AGAP1,AP2M1,AP2S1,CLTA,CLTB,CLTC,CHMP4B,ADRBK2,AP2A1,DAB2,AP2A2,AP2B1,DNM2,EPS15,ERBB3,F2R,RAB11FIP2,EPN2,PSD3,PIP5K1C,ACAP2,CHMP2B,LDLRAP1,ARFGAP3,VPS4A,CHMP2A,GRK5,GRK6,GIT1,EPN1,SH3KBP1,EHD4,EHD3,EHD2,HRAS,HSPA1B,HSPA8,IGF1R,KIT,ARF6,RHOA,LDLR,ARRB1,SMAD2,SMAD3,ARRB2,SMAD7,MDM2,MET,NEDD4,ASAP1,PARD6A,VPS36,SH3GLB1,VPS28,CHMP5,VTA1,VPS37C,ARFGAP1,PRKCI,SH3GLB2,SMURF1,RAB22A,RAB4A,RAB5A,RAB5B,RAB5C,SMAP1,ARAP3,SH3GL1,SH3GL2,SMAP2,SMURF2,SRC,TFRC,TGFB1,TGFB2,TGFBR1,TGFBR2,TRAF6,TSG101,CHMP6,VPS37B,RUFY1,STAM,ITCH,EEA1,VPS25,ARFGAP2,PARD6G,PARD6B,CAV1,CAV2,CBL,CBLB,RAB11A,MVB12B,USP8,RABEP1,HGS,RAB11B,VPS4B,RAB11FIP3,ZFYVE16,GIT2,IQSEC1,CDC42 RAD50,POLD3,EME1,RAD54B,MRE11A,NBN,POLD1,POLD2,POLD4,RAD51,RPA1,RPA2,RPA3,BLM,SSBP1,BRCA2,TOP3A,XRCC2,XRCC3,SHFM1,MUS81,RAD54L,TOP3B DNM1L,ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,MAD2L2,ARPC1A,CLTA,CLTB,CLTC,CRK,CRKL,CTNNA1,CTNNB1,DNM2,DOCK1,CTTN,CD2AP,GAB1,ILK,ITGA5,RHOA,RHOG,MET,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,RAC1,ACTB,SHC1,SRC,VCL,ARHGAP10,ARPC5L,PIK3R3,CAV1,CAV2,CBL,CBLB,WASF1,WASL,BCAR1,ELMO1,CDC42,CDH1 NFAT5,FZD10,CHP1,CREBBP,PRICKLE1,CSNK1E,CSNK2A1,CSNK2A2,CSNK2B,CTBP1,CTNNB1,PRICKLE2,DVL2,DVL3,EP300,DKK1,DAAM1,FBXW11,FZD2,CACYBP,GSK3B,APC,JUN,RHOA,LRP6,SMAD2,SMAD3,SMAD4,MYC,NFATC3,NFATC4,LEF1,NLK,PLCB3,PPARD,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK8,MAPK9,PRKX,PSEN1,CTNNBIP1,VANGL2,CHD8,RAC1,RAC2,RAC3,SENP2,CCND1,ROCK1,SFRP1,SFRP2,PORCN,MAP3K7,TCF7L2,WNT8A,FZD5,TBL1XR1,FZD3,FOSL1,CAMK2D,CAMK2G,VANGL1,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,NKD1,NKD2,RUVBL1,CCND2,BTRC,CCND3,CER1,ROCK2,RBX1 PSME3,PSMD14,PSME4,POMP,PSMA2,PSMA3,PSMA4,PSMA5,PSMA6,PSMB1,PSMB2,PSMB3,PSMB4,PSMB5,PSMB6,PSMB7,PSMC1,PSMC2,PSMC3,PSMC4,PSMC5,PSMD1,PSMD2,PSMD3,PSMD4,PSMD7,PSMD8,PSMD11,PSME1,PSME2,SHFM1,PSMF1,PSMD6 AKT3,CDKN1A,CDKN1B,PAK4,CRK,CRKL,HBEGF,EIF4EBP1,ERBB3,AKT1,AKT2,MTOR,ABL1,GAB1,ABL2,GRB2,GSK3B,NRG1,HRAS,ARAF,JUN,KRAS,MYC,NCK1,NRAS,PAK1,PAK2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K7,BAD,RAF1,RPS6KB1,RPS6KB2,MAP2K4,SHC1,SOS1,SOS2,SRC,STAT5B,CAMK2D,CAMK2G,NCK2,PIK3R3,CBL,CBLB AKT3,CDK2,ANAPC10,MAD2L2,ADCY3,AKT1,AKT2,CDC26,ANAPC13,RPS6KA6,GNAI1,GNAI2,GNAI3,ANAPC2,ANAPC4,HSP90AB1,IGF1R,ARAF,KRAS,MAD2L1,FZR1,PDE3B,ANAPC7,ANAPC11,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLK1,PRKACA,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,PRKX,RAF1,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,BUB1,MAD1L1,PIK3R3,CDC23,CDC16,CCNA2,CCNB1,PKMYT1,CCNB2,CDK1,CDC25A,CDC25B,CDC25C,CDC27 ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C SEC61B,SEC63,SEC11A,SEC61G,SPCS1,SEC61A1,HSPA5,OXA1L,SEC61A2,SRPRB,SPCS3,SRP9,SRP14,SRP19,SRP68,SRP72,SRPR,SEC62,SEC11C AKT3,CDK2,CDK4,CDK6,CDKN1A,CDKN1B,CDKN2B,TFG,PIAS3,RALBP1,FZD10,EGLN3,CHUK,CREBBP,CRK,CRKL,CTBP1,CTNNA1,CTNNB1,DAPK1,DAPK3,DVL2,DVL3,E2F1,E2F3,EP300,AKT1,AKT2,ETS1,FGF2,FGF8,FOXO1,MTOR,ABL1,FZD2,GLI1,GLI2,GLI3,GRB2,GSK3B,GSTP1,HDAC1,HDAC2,HIF1A,APC,HRAS,BIRC2,XIAP,BIRC5,HSP90AB1,IGF1R,FAS,IKBKB,ITGA6,AR,ITGA3,ITGAV,ARAF,JAK1,JUN,JUP,KIT,KRAS,RHOA,LAMB1,LAMC1,ARNT,SMAD2,SMAD3,SMAD4,MAX,MDM2,MET,MLH1,MMP2,MSH2,MSH3,MYC,NFKB1,NFKB2,NFKBIA,NRAS,LEF1,PDGFA,PIAS4,SUFU,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,CYCS,EGLN1,PPARD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,BAD,PTEN,BAX,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RARA,RB1,CCND1,RELA,BCL2L1,BCR,RXRA,RXRB,BMP2,SKP2,SLC2A1,BMP4,SMO,SOS1,SOS2,BRCA2,STAT1,STAT3,STAT5B,STK4,TCEB1,TCEB2,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,TPM3,TPR,HSP90B1,TRAF2,TRAF3,TRAF6,VEGFA,VEGFB,VHL,WNT8A,FZD5,FZD3,CCDC6,NCOA4,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,CASP3,CASP9,CUL2,PIK3R3,PIAS1,RUNX1T1,CBL,CBLB,FADD,FGF17,CCNE1,CCNE2,TRAF4,RBX1,CDC42,CDH1 CS,DLAT,DLD,DLST,IDH2,IDH3A,IDH3B,IDH3G,MDH1,MDH2,ACLY,ACO1,OGDH,ACO2,PCK2,PDHA1,PDHB,SDHA,SDHB,SDHC,SUCLG2,SUCLG1,SUCLA2 ADAM10,CDK5,ATP5H,CHP1,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,ATF6,NCSTN,BACE1,BACE2,GAPDH,GNAQ,GSK3B,UQCR10,HSD17B10,APAF1,IDE,APOE,APP,FAS,NDUFS7,MME,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP2A2,ATP5A1,ATP5C1,NDUFA13,APH1A,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,NDUFB11,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PSENEN,MAPK1,MAPK3,NDUFA12,PSEN1,PSEN2,BAD,SDHA,SDHB,SDHC,SNCA,ADAM17,TNFRSF1A,UQCRC1,UQCRC2,UQCRH,CALM1,CALM3,CAPN1,CAPN2,CASP3,CASP9,FADD,CDK5R1,NAE1,COX7A2L,COX5A,EIF2AK3 AKT3,EIF4B,EIF4E,EIF4EBP1,AKT1,AKT2,MTOR,RICTOR,ULK3,RPS6KA6,HIF1A,PDPK1,CAB39,PIK3CA,PIK3CB,PIK3R1,PIK3R2,DDIT4,PRKAA2,MAPK1,MAPK3,RHEB,RPS6,RPS6KA2,RPS6KA3,RPS6KB1,RPS6KB2,STK11,TSC2,VEGFA,VEGFB,CAB39L,ULK1,PIK3R3,EIF4E2 RPL35,RPL22L1,FAU,RPL13A,RPL36,MRPL13,RPL10A,RSL24D1,RPL3,RPL7A,RPL8,RPL12,RPL13,RPL15,RPL17,RPL19,RPL22,RPL23A,RPL26,RPL27,RPL27A,RPL28,RPL31,RPL32,RPL35A,RPL36AL,RPL37,RPL37A,RPLP0,RPLP1,RPLP2,RPS3,RPS5,RPS6,RPS7,RPS8,RPS9,RPS11,RPS12,RPS13,RPS14,RPS15,RPS15A,RPS16,RPS19,RPS20,RPS21,RPS23,RPS25,RPS26,RPS27,RPS28,RPS29,UBA52,RPL14,RPL23 POLD3,MLH3,MLH1,MSH2,MSH3,PMS2,POLD1,POLD2,POLD4,RFC2,RFC3,RFC4,RFC5,RPA1,RPA2,RPA3,SSBP1,EXO1 ATP5H,PARK7,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,HTRA2,GPR37,SLC25A4,SLC25A5,UQCR10,APAF1,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP5E,UBE2J1,ATP5F1,ATP5G1,ATP5G3,ATP5J,CYCS,NDUFB11,PPID,NDUFA12,SDHA,SDHB,SDHC,PINK1,SNCA,UBE2G1,UBE2G2,UBE2L3,UCHL1,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,CASP3,CASP9,COX7A2L,COX5A

PARP2,POLD3,PARP1,PARP4,FEN1,APEX2,POLL,HMGB1,APEX1,LIG3,MPG,OGG1,POLE3,POLB,POLD1,POLD2,POLE2,NEIL3,POLE4,POLD4,TDG,UNG,XRCC1,MBD4 TFG,CTNNB1,HRAS,KRAS,MYC,NRAS,LEF1,MAPK1,MAPK3,MAP2K1,MAP2K2,CCND1,RXRA,RXRB,TCF7L2,TPM3,TPR,CCDC6,NCOA4,TCF7L1,CDH1 CDKN2B,FST,CREBBP,E2F4,E2F5,EP300,ID1,ID2,ID3,ID4,RHOA,SMAD1,SMAD2,SMAD3,SMAD4,SMAD5,SMAD7,MYC,NODAL,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,MAPK1,MAPK3,SMURF1,RBL1,ROCK1,RPS6KB1,RPS6KB2,SMURF2,BMP2,BMP4,BMP7,BMPR1A,BMPR2,SP1,TFDP1,TGFB1,TGFB2,TGFBR1,TGFBR2,THBS1,THBS2,THBS3,INHBE,ACVR2A,ACVR2B,ROCK2,ZFYVE16,RBX1 ADAM10,NOD1,CHUK,CSK,ATP6V0E2,HBEGF,GIT1,IKBKB,JUN,LYN,MET,NFKB1,NFKBIA,PAK1,F11R,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,PLCG1,ATP6V0A1,ATP6AP1,MAPK8,MAPK9,PTPN11,JAM2,RAC1,RELA,MAPK12,MAP2K4,SRC,ADAM17,TJP1,CASP3,JAM3,MAP3K14,ATP6V0D1,ATP6V1G1,CDC42 COX17,ATP5H,ATP5L,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CYC1,ATP6V0E2,UQCR10,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP6V1D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,ATP6V0A1,ATP6AP1,NDUFB11,PPA1,NDUFA12,SDHA,SDHB,SDHC,LHPP,UQCRC1,UQCRC2,UQCRH,ATP6V0D1,COX7A2L,COX5A,ATP6V1G1 CDK5,PAK4,SEMA3A,SEMA4F,SEMA4D,SEMA4B,SEMA3C,CFL1,NFAT5,CHP1,UNC5D,DPYSL2,EFNA1,EFNA2,EFNA3,EFNA4,EFNA5,EFNB1,EFNB2,EFNB3,EPHA2,EPHA1,EPHA4,EPHB3,EPHB4,EPHB6,UNC5B,ARHGEF12,SRGAP2,PLXNB2,ABL1,FYN,RND1,GNAI1,GNAI2,GNAI3,GSK3B,RHOD,HRAS,KRAS,RHOA,LIMK1,MET,NCK1,NFATC3,NFATC4,NRAS,PAK1,PAK2,PLXNA1,PLXNB1,SEMA4C,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,DPYSL5,SEMA6A,SEMA4G,RAC1,RAC2,RAC3,RASA1,ROBO1,ROCK1,CXCL12,SEMA3F,NCK2,ROCK2,SEMA3E,CDC42 AKT3,CDK4,CDK6,E2F1,E2F3,AKT1,AKT2,FOXO3,GRB2,HRAS,ARAF,KRAS,NRAS,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,RAF1,RB1,CCND1,RXRA,RXRB,SOS1,SOS2,STK4,CASP9,PIK3R3 ADA,NME6,PAICS,POLR3F,POLR3G,POLR3C,POLD3,ADCY3,POLR3A,NUDT5,ADSSL1,CANT1,ADK,ADSL,ADSS,DCK,POLR3H,AK2,AK4,NT5C2,POLA2,POLR1A,GART,GMPR,GUK1,NME7,NT5C,ZNRD1,NUDT2,APRT,IMPDH1,IMPDH2,ITPA,ATIC,NME3,NME4,PNP,POLR1D,GMPR2,PDE3B,PDE6D,PDE7A,PDE8A,PDE9A,PDE1B,POLR3K,PFAS,PGM1,NUDT9,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,PPAT,PGM2,PRIM1,POLR3B,PRPS1,POLE4,ADPRM,POLD4,PRUNE,RRM1,RRM2,POLR1E,POLR3D,POLR1B,NTPCR,PDE5A,PNPT1,GMPS,PAPSS1,POLR1C,ENTPD6,ENTPD5,ENTPD4 BET1,VTI1B,YKT6,VAMP5,VTI1A,STX2,BET1L,STX18,STX17,USE1,BNIP1,STX3,VAMP1,VAMP2,VAMP7,STX7,VAMP8,VAMP4,STX16,SNAP23,VAMP3,SNAP29,STX8,SEC22B AKT3,CDK4,CDK6,CDKN1A,E2F1,E2F3,AKT1,AKT2,MTOR,GRB2,HRAS,IGF1R,ARAF,KRAS,MDM2,NRAS,PDGFA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,MAPK1,MAPK3,MAP2K1,MAP2K2,PTEN,RAF1,RB1,CCND1,SHC1,SOS1,SOS2,CALM1,CALM3,CAMK2D,CAMK2G,PIK3R3 ACOT8,SLC25A17,PMVK,DHRS4,PXMP4,CRAT,ECH1,EPHX2,ABCD1,ACSL3,ACSL4,AMACR,PRDX5,DECR2,HMGCL,HSD17B4,IDH2,GSTK1,MPV17,MVK,PRDX1,ACOX1,PIPOX,PEX7,PEX10,PEX12,PEX13,PHYH,PEX26,PECR,PEX19,ABCD3,PXMP2,PEX2,PEX5,SCP2,SOD1,ACOX3,NUDT12,FAR1,GNPAT,PEX3,AGPS,PEX11B,PEX11A,PEX11G GNPDA1,GNE,GNPDA2,NANP,CYB5R3,GALK1,GALK2,GALT,GFPT1,GMDS,GMPPB,GMPPA,HEXB,MPI,CYB5R1,PGM1,PGM3,PMM1,PMM2,PGM2,NAGK,CMAS,GNPNAT1,UAP1,TSTA3,UGDH,UGP2,UXS1,FPGT,GFPT2 AKT3,CDK2,CDK4,CDK6,CDKN1B,CDKN2B,PIAS3,CHUK,E2F1,E2F3,AKT1,AKT2,APAF1,BIRC2,XIAP,IKBKB,ITGA6,ITGA3,ITGAV,LAMB1,LAMC1,MAX,MYC,NFKB1,NFKBIA,PIAS4,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,PTEN,RB1,CCND1,RELA,BCL2L1,RXRA,RXRB,SKP2,TRAF2,TRAF3,TRAF6,CASP9,PIK3R3,PIAS1,CCNE1,CCNE2,TRAF4 AKT3,NFAT5,MALT1,CHP1,CHUK,AKT1,AKT2,GRB2,GSK3B,HRAS,IKBKB,JUN,KRAS,LYN,NFATC3,NFATC4,NFKB1,NFKBIA,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN6,RAC1,RAC2,RAC3,RAF1,RELA,SOS1,SOS2,PIK3R3,IFITM1,BCL10,CD81 ACAA2,HIBADH,DLD,ALDH1B1,ALDH9A1,ALDH3A2,HIBCH,ACAD8,HSD17B10,HADHA,HADHB,HADH,HMGCL,HMGCS1,ACADM,IVD,ALDH6A1,MUT,OXCT1,PCCA,PCCB,AUH,MCCC1,BCAT2,BCKDHB,MCCC2,MCEE CREB3,DCTN2,DCTN6,ADCY3,CREB1,DCTN1,DYNC1I2,DYNC1LI2,AQP3,ARHGDIA,ARHGDIB,NSF,DYNC1LI1,DCTN4,PRKACA,PRKX,RAB5A,RAB5B,RAB5C,CREB3L2,VAMP2,DYNC2H1,DCTN5,DYNLL1,RAB11A,CREB3L1,RAB11B

AKT3,OCLN,NR1H3,PSME3,CDKN1A,IRF9,PIAS3,CHUK,CLDN3,CLDN7,CLDN23,CLDN19,EIF2S1,AKT1,AKT2,EIF2AK1,GRB2,TBK1,GSK3B,HRAS,IFNAR1,IFNAR2,IKBKB,EIF3E,IRF3,ARAF,JAK1,KRAS,LDLR,EIF2AK4,NFKB1,NFKBIA,NRAS,PIAS4,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R2D,MAPK1,MAPK3,MAPK8,MAPK9,BAD,MAVS,RAF1,RELA,RXRA,MAPK12,SOS1,SOS2,STAT1,STAT2,STAT3,TNFRSF1A,TRAF2,TRAF3,TRAF6,PIK3R3,PIAS1,RIPK1,SOCS3,CLDN6,CLDN1,EIF2AK3,CD81

EHMT2,DLST,ALDH1B1,ALDH9A1,ALDH3A2,SETD1B,GCDH,SETD2,HADHA,HADH,SETD8,OGDH,PIPOX,PLOD2,SETMAR,NSD1,SUV39H1,COLGALT1,SUV39H2,SETD7,SETDB2,DOT1L,SUV420H2,PLOD3,SETD1A,SETDB1 GSTO2,GCLC,GCLM,GPX1,GPX2,GPX4,GPX7,ANPEP,GSS,GSTA4,GSTM1,GSTM3,GSTM4,GSTP1,GSTT2,GSTZ1,IDH2,GSTK1,MGST1,MGST3,LAP3,TXNDC12,PGD,RRM1,RRM2,SMS,SRM,GGCT,GSTO1 AKT3,CHP1,CHUK,DFFA,ENDOG,AKT1,AKT2,ENDOD1,APAF1,BIRC2,XIAP,FAS,IKBKB,MYD88,ATM,NFKB1,NFKBIA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,PRKAR1A,PRKAR2A,PRKAR2B,PRKX,BAD,BAX,RELA,BCL2L1,TNFRSF1A,TRAF2,CAPN1,CAPN2,CASP3,CASP6,CASP9,PIK3R3,RIPK1,FADD,TNFRSF10B,CFLAR,MAP3K14 AKT3,OCLN,CDK4,MYL12B,MYL9,MYL12A,CLDN3,CLDN7,CLDN23,CSNK2A1,CSNK2A2,CSNK2B,CLDN19,CTNNA1,CTNNB1,CTTN,AKT1,AKT2,RRAS2,MRAS,EPB41L3,MAGI3,GNAI1,GNAI2,GNAI3,HRAS,KRAS,RHOA,LLGL1,MLLT4,MYH9,MYH10,NRAS,F11R,PARD6A,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PRKCD,PRKCI,PPP2R2D,PTEN,CGN,JAM2,MYL7,RAB3B,RAB13,ACTB,RRAS,MPP5,SPTAN1,SRC,TJP1,YES1,ACTN4,SYMPK,JAM3,PARD6G,PARD6B,CASK,ACTN1,MPDZ,CLDN6,CLDN1,VAPA,TJAP1,MAGI2,CDC42 AKT3,CDK4,PAK4,NFAT5,MALT1,CHP1,CHUK,MAP3K8,DLG1,AKT1,AKT2,FYN,GRB2,GSK3B,HRAS,IKBKB,JUN,KRAS,RHOA,NCK1,NFATC3,NFATC4,NFKB1,NFKBIA,NRAS,PAK1,PAK2,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAPK9,MAP2K1,MAP2K2,MAP2K7,PTPN6,RAF1,RELA,MAPK12,SOS1,SOS2,MAP3K7,NCK2,PIK3R3,CBL,CBLB,BCL10,MAP3K14,CDC42 FARSB,WARS2,FARS2,PSTK,MTFMT,AARS,DARS,EPRS,FARSA,LARS2,HARS2,PARS2,GARS,HARS,IARS,KARS,MARS,NARS,YARS2,DARS2,IARS2,RARS2,AARS2,QARS,RARS,SARS,TARS,VARS,WARS,CARS2,NARS2,TARS2,CARS,YARS,MARS2 CREBBP,CTBP1,DTX3L,JAG1,DVL2,DVL3,DTX3,EP300,DTX4,NCSTN,KAT2A,HDAC1,HDAC2,NOTCH2,NOTCH3,APH1A,MAML3,PSENEN,PSEN1,PSEN2,RFNG,ADAM17,MAML2,NUMBL,CIR1,NCOR2,MAML1

CDK4,CDKN1A,DAPK1,DAPK3,E2F1,E2F3,HRAS,ARAF,KRAS,MDM2,MMP2,MYC,NRAS,MAPK1,MAPK3,MAP2K1,MAP2K2,RAF1,RB1,CCND1,THBS1,VEGFA,VEGFB,CDH1 CDO1,CTH,DNMT1,TRDMT1,DNMT3A,DNMT3B,AHCY,AHCYL2,AMD1,GOT1,GOT2,LDHA,MAT2A,MPST,MTR,ADI1,SMS,SRM,TST,MRI1,CBS CDIPT,PLCD3,PIKFYVE,PIP5K1C,IPMK,IMPA1,INPP4A,INPP5B,INPPL1,ITPK1,ALDH6A1,OCRL,ISYNA1,INPP5K,PIK3C2A,PIK3C3,PIK3CA,PIK3CB,PI4KA,PI4KB,PIP4K2A,PLCB3,PLCD1,PLCG1,PI4K2B,INPP5E,PTEN,IPPK,PIP4K2C,PIP4K2B,MINPP1 AKT3,NFAT5,CHP1,AKT1,AKT2,HRAS,HSPB1,KRAS,NFATC3,NFATC4,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAP2K1,MAP2K2,SPHK2,BAD,RAC1,RAC2,RAC3,RAF1,MAPK12,SRC,VEGFA,MAPKAPK3,PLA2G12A,CASP9,PIK3R3,SPHK1,MAPKAPK2,CDC42

AKT3,PPARGC1A,CHUK,CPT1C,CPT1A,AKT1,AKT2,ACSL3,ACSL4,MTOR,IKBKB,IRS1,JAK2,NFKB1,NFKBIA,PCK2,ADIPOR1,PRKAA2,PRKAB1,PRKAB2,PRKAG1,MAPK8,MAPK9,PTPN11,RELA,RXRA,RXRB,SLC2A1,STAT3,STK11,TNFRSF1A,TRAF2,ADIPOR2,IRS4,IRS2,SOCS3 NEU3,KDSR,SGMS1,GBA,GLA,GLB1,ARSA,ASAH1,NEU1,ACER3,SMPD4,SPHK2,CERK,SMPD1,SMPD2,UGCG,SGPP1,DEGS1,SPHK1,SGPL1,B4GALT6,SPTLC2

ALDH1B1,ALDH9A1,ALDH3A2,HIBCH,HADHA,ACACA,ACADM,LDHA,ALDH6A1,MUT,PCCA,PCCB,ACSS2,ACSS3,MCEE,SUCLG2,SUCLG1,SUCLA2

AKT3,DNM1L,ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,ARPC1A,CFL1,WASF3,CRK,CRKL,DNM2,AKT1,AKT2,PIP5K1C,ARF6,LIMK1,LYN,MARCKS,MYO10,PAK1,ASAP1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PRKCD,MAPK1,MAPK3,MAP2K1,SPHK2,RAC1,RAC2,RAF1,RPS6KB1,RPS6KB2,MARCKSL1,VASP,ARPC5L,PIK3R3,SPHK1,WASF1,WASL,GAB2,CDC42

AKT3,MAP3K2,GADD45G,DUSP14,CHP1,CHUK,MAP3K8,ATF2,CRK,CRKL,DAXX,GADD45A,DDIT3,DUSP1,DUSP3,DUSP5,DUSP6,DUSP7,AKT1,AKT2,FGF2,FGF8,RRAS2,MRAS,TAB2,FLNA,MAPK8IP3,FLNB,FLNC,RPS6KA6,GNA12,MKNK2,GRB2,HRAS,HSPA1B,HSPA8,HSPB1,FAS,IKBKB,JUN,JUND,KRAS,ARRB1,ARRB2,MAX,MAP3K1,MAP3K3,MAP3K4,MAP3K11,MYC,GADD45B,ATF4,NF1,NFATC4,NFKB1,NFKB2,NRAS,PAK1,PAK2,ECSIT,PDGFA,NLK,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PPP5C,PRKACA,MAPK1,MAPK3,GNG12,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K6,MAP2K7,PRKX,DUSP22,TAOK1,RAC1,RAC2,RAC3,RAF1,RAP1B,RASA1,CACNG7,RELA,RPS6KA2,RPS6KA3,RRAS,MAPK12,MAP2K4,SOS1,SOS2,SRF,STK4,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,MAP3K12,CACNA2D1,CACNB3,MAPKAPK3,DUSP16,PLA2G12A,CASP3,MAP4K3,MAPKAPK5,MKNK1,LAMTOR3,FGF17,MAP3K14,MAPKAPK2,MAP4K4,RAPGEF2,CDC25B,CDC42 AKT3,PAK4,MYL12B,MYL9,MYL12A,CRK,CRKL,CTNNB1,DIAPH1,DOCK1,AKT1,AKT2,FLNA,FLNB,FLNC,PIP5K1C,FYN,GRB2,ARHGAP35,GSK3B,HRAS,BIRC2,XIAP,IGF1R,ILK,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,JUN,RHOA,LAMB1,LAMC1,MET,MYLK,PPP1R12A,PAK1,PAK2,PDGFA,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PARVA,MAPK1,MAPK3,MAPK8,MAPK9,PDGFC,MAP2K1,BAD,PTEN,MYL7,RAC1,RAC2,RAC3,RAF1,RAP1B,CCND1,ACTB,ROCK1,SHC1,SOS1,SOS2,SPP1,SRC,THBS1,THBS2,THBS3,TLN1,VASP,VCL,VEGFA,VEGFB,VTN,ZYX,ACTN4,CAPN2,TLN2,PIK3R3,CAV1,CAV2,ACTN1,CCND2,CCND3,ROCK2,BCAR1,CDC42 OCLN,ARPC4,ARPC3,ARPC1B,ARPC2,TUBA1B,ARPC1A,YWHAQ,CTNNB1,CTTN,ABL1,FYN,TUBB2B,RHOA,NCK1,NCL,ACTB,ROCK1,TUBA4A,EZR,YWHAZ,ARPC5L,NCK2,TUBB6,WASL,CLDN1,ROCK2,CDC42,CDH1 AKT3,CDK4,CDK6,CDKN1A,E2F1,E2F3,AKT1,AKT2,FGF2,FGF8,HRAS,IGF1R,ARAF,KRAS,MDM2,MET,NRAS,PDGFA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,PDGFC,MAP2K1,MAP2K2,BAD,PTEN,RAF1,RB1,CCND1,PIK3R3,FGF17,CDH1 CDS1,CDIPT,PLCD3,DGKA,DGKH,PIKFYVE,PIP5K1C,IMPA1,INPP4A,INPP5B,INPPL1,ITPK1,OCRL,INPP5K,PIK3C2A,PIK3C3,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PI4KA,PI4KB,PIP4K2A,PLCB3,PLCD1,PLCG1,PI4K2B,INPP5E,PTEN,IPPK,PIP4K2C,CALM1,CALM3,PIP4K2B,PIK3R3,DGKZ,DGKD,CDS2 ARPC4,ARPC3,ARPC1B,ARPC2,ABI2,WASF2,PAK4,MYL12B,MYL9,ARPC1A,MYL12A,GNA13,CFL1,NCKAP1,IQGAP2,CRK,CRKL,CSK,DIAPH1,DOCK1,PIKFYVE,F2R,FGD1,FGF2,FGF8,RRAS2,MRAS,ARHGEF12,PIP5K1C,CYFIP2,GNA12,GIT1,ARHGAP35,APC,HRAS,ITGA6,ITGA3,ITGA5,ITGAV,ARAF,ITGB5,ITGB8,KRAS,RHOA,LIMK1,MSN,MYH9,MYH10,MYLK,PPP1R12A,NRAS,PAK1,PAK2,PDGFA,PFN1,PFN2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PIP4K2A,PPP1CA,PPP1CC,ENAH,MAPK1,MAPK3,GNG12,PDGFC,MAP2K1,MAP2K2,MYL7,RAC1,RAC2,RAC3,RAF1,RDX,ACTB,ROCK1,RRAS,SOS1,SOS2,TIAM1,TMSB4X,VCL,EZR,PIP4K2C,ACTN4,ARPC5L,PIP4K2B,PIK3R3,ACTN1,FGF17,IQGAP1,ARHGEF7,WASF1,WASL,ROCK2,BCAR1,CDC42 SFN,INSR,IRS1,KRAS,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,SGK1,IRS4,PIK3R3,IRS2,SLC9A3R2 ALDOC,GMDS,PHPT1,GMPPB,GMPPA,KHK,MPI,PFKFB3,PFKFB4,PFKL,PFKM,PMM1,PMM2,SORD,TSTA3,FPGT,MTMR2,MTMR6 ATG7,GABARAP,GABARAPL2,ATG4A,ATG4B,GABARAPL1,ULK3,PIK3R4,PIK3C3,PRKAA2,ATG3,ULK1,ATG4C,ATG4D,BECN1,ATG12,ATG5

AKT3,CHUK,AKT1,AKT2,GNA11,GNAI1,GNAI2,GNAI3,GNAL,GNAQ,IFNGR1,IFNGR2,FAS,IKBKB,JUN,SMAD2,SMAD3,MYD88,NFKB1,NFKBIA,SERPINE1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R2D,MAPK1,MAPK3,MAPK8,MAPK9,RELA,MAPK12,MAP2K4,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF6,CALR,PIK3R3,FADD,CFLAR FZD10,CTNNB1,DVL2,DVL3,FZD2,GLI1,GLI2,GLI3,GSK3B,APC,LEF1,SUFU,BMP2,BMP4,SMO,TCF7L2,WNT8A,FZD5,FZD3,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1

ADCY3,KDELR1,SEC61B,ATP6V0E2,SEC61G,SEC61A1,ARF1,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,PLCG1,ATP6V0A1,ATP6AP1,SEC61A2,PRKACA,PRKX,ACTB,SLC12A2,TJP1,ATP6V0D1,ATP6V1G1 TOMM40,CHP1,DAXX,GPX1,APAF1,NEFM,NEFL,CYCS,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAP2K6,BAD,BAX,RAB5A,RAC1,BCL2L1,MAPK12,SOD1,TNFRSF1A,DERL1,CASP3,CASP9,CCS

CHP1,CREBBP,EP300,RPS6KA6,GNAQ,HRAS,ARAF,KRAS,PPP1R12A,ATF4,NRAS,PLCB3,PPP1CA,PPP1CC,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,RAF1,RAP1B,RPS6KA2,RPS6KA3,CALM1,CALM3,CAMK2D,CAMK2G

LPCAT3,CEPT1,CDS1,CDIPT,LYPLA1,AGPAT1,AGPAT2,CHKA,MBOAT2,DGKA,DGKH,PLA2G15,PISD,LCLAT1,GPD2,LCAT,PCYT1A,CRLS1,ETNK2,AGPAT4,ADPRM,CHPT1,GPAM,PCYT2,LPCAT1,PTDSS2,PLA2G12A,GNPAT,DGKZ,DGKD,EPT1,CDS2,PCYT1B,PGS1,PTDSS1,LPGAT1 AKT3,IRF9,CHUK,CREB1,CSF1,CYBA,AKT1,AKT2,TAB2,FYN,GRB2,IFNAR1,IFNAR2,IFNGR1,IFNGR2,IKBKB,JAK1,JUN,JUNB,JUND,NFKB1,NFKB2,NFKBIA,TNFRSF11B,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP3CA,PPP3CB,PPP3CC,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K6,MAP2K7,RAC1,RELA,MAPK12,STAT1,STAT2,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,FOSL1,PIK3R3,SOCS1,MAP3K14,SOCS3,GAB2 AKT3,AKT1,AKT2,FYN,GRB2,HRAS,KRAS,LYN,NRAS,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PRKCD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K6,MAP2K7,RAC1,RAC2,RAC3,RAF1,MAPK12,MAP2K4,SOS1,SOS2,PLA2G12A,PIK3R3,GAB2

CREB3,ADCY3,FZD10,CREB1,CREBBP,CTNNB1,DVL2,DVL3,EDN1,EP300,FZD2,GNAI1,GNAI2,GNAI3,GNAQ,GSK3B,HRAS,KIT,KRAS,NRAS,LEF1,PLCB3,PRKACA,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,RAF1,CREB3L2,TCF7L2,WNT8A,FZD5,FZD3,CALM1,CALM3,CAMK2D,CAMK2G,FZD1,FZD6,FZD7,FZD8,TCF7L1,CREB3L1

OCLN,MYL12B,MYL9,MYL12A,CLDN3,CLDN7,CLDN23,CLDN19,CTNNA1,CTNNB1,CTNND1,CYBA,GNAI1,GNAI2,GNAI3,ARHGAP35,ICAM1,RHOA,MLLT4,MMP2,MSN,F11R,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PTPN11,JAM2,MYL7,RAC1,RAC2,RAP1B,ACTB,ROCK1,MAPK12,CXCL12,THY1,VASP,VCL,EZR,ACTN4,JAM3,PIK3R3,ACTN1,CLDN6,CLDN1,ROCK2,BCAR1,CDC42 DLAT,DLD,ALDH1B1,ALDH9A1,ALDH3A2,GLO1,HAGH,ACACA,LDHA,MDH1,MDH2,ME1,ME2,PCK2,PDHA1,PDHB,ACSS2

ACAA2,CPT1C,CPT1A,CPT2,ECI1,ACSL3,ACSL4,ALDH1B1,ALDH9A1,ALDH3A2,GCDH,HADHA,HADHB,HADH,ACADM,ACADVL,ACOX1,ACOX3 COX10,COX15,CPOX,EPRS,ALAD,ALAS1,FECH,FTH1,GUSB,HCCS,HMBS,HMOX1,HMOX2,MMAB,PPOX,BLVRA,UROD,UROS

SOCS4,MTOR,IKBKB,INSR,IRS1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PRKCD,MAPK1,MAPK3,MAPK8,MAPK9,IRS4,PIK3R3,SOCS1,IRS2,SOCS2,SOCS3

MAP3K2,CGA,ADCY3,HBEGF,GNA11,GNAQ,GRB2,HRAS,JUN,KRAS,MAP3K1,MAP3K3,MAP3K4,MMP2,MMP14,ATF4,NRAS,PLCB3,PRKACA,PRKCD,MAPK1,MAPK3,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K6,MAP2K7,PRKX,RAF1,MAPK12,MAP2K4,SOS1,SOS2,SRC,CALM1,CALM3,PLA2G12A,CAMK2D,CAMK2G,CDC42

NOD1,SUGT1,CHUK,TAB2,TAB3,BIRC2,XIAP,HSP90AB1,IKBKB,NFKB1,NFKBIA,ERBB2IP,MAPK1,MAPK3,MAPK8,MAPK9,RELA,MAPK12,MAP3K7,TNFAIP3,HSP90B1,TRAF6,TRIP6,RIPK2

CDH2,CTNNA1,CTNNB1,DAG1,DES,DSC2,DSG2,DSP,EMD,GJA1,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,JUP,LMNA,ATP2A2,LEF1,PKP2,CACNG7,ACTB,SGCB,TCF7L2,CACNA2D1,CACNB3,ACTN4,TCF7L1,ACTN1

SAT2,CKB,ALDH1B1,ALDH9A1,ALDH3A2,AMD1,GLS,GLUL,GOT1,GOT2,PYCR2,OAT,P4HA1,LAP3,PYCR1,ALDH18A1,SAT1,PYCRL,SMS,SRM,ACY1

SLC9A6,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,UQCR10,MYL3,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,ATP2A2,CACNG7,ACTC1,TNNC1,TNNI3,TNNT2,TPM2,TPM3,UQCRC1,UQCRC2,UQCRH,CACNA2D1,CACNB3,COX7A2L,COX5A

AKT3,CHUK,MAP3K8,AKT1,AKT2,TAB2,TBK1,IFNAR1,IFNAR2,IKBKB,IRF3,JUN,MYD88,NFKB1,NFKBIA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,TOLLIP,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K6,MAP2K7,RAC1,RELA,MAPK12,MAP2K4,SPP1,STAT1,MAP3K7,TRAF3,TRAF6,PIK3R3,RIPK1,FADD TUBA1B,MAP3K2,ADCY3,CSNK1D,LPAR1,GJA1,GNA11,GNAI1,GNAI2,GNAI3,GNAQ,GRB2,HRAS,TUBB2B,KRAS,NRAS,PDGFA,PLCB3,PRKACA,MAPK1,MAPK3,MAPK7,PDGFC,MAP2K1,MAP2K2,MAP2K5,PRKX,RAF1,SOS1,SOS2,SRC,TJP1,TUBA4A,TUBB6,CDK1 CSNK1D,CSNK1E,CSNK1G2,CSNK1G3,FBXW11,GLI1,GLI2,GLI3,GSK3B,LRP2,SUFU,RAB23,PRKACA,PRKX,BMP2,BMP4,BMP7,SMO,WNT8A,ZIC2,BTRC AKT3,PPIF,CHUK,AKT1,AKT2,TAB2,GNAI1,GNAI2,GNAI3,BIRC2,HSPA1B,XIAP,HSPA8,IFNGR1,IFNGR2,IKBKB,ITGA6,JAK1,JAK2,LAMB1,LAMC1,LDLR,MYD88,NFKB1,NFKBIA,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K6,BAD,RELA,BCL2L1,MAPK12,STAT1,STAT3,MAP3K7,TGFB1,TGFB2,TNFRSF1A,TRAF6,PLA2G12A,CASP3,CASP9,PIK3R3,SOCS1

AKR1A1,AGPAT1,AGPAT2,MBOAT2,DGKA,DGKH,ALDH1B1,ALDH9A1,ALDH3A2,LCLAT1,GK,GLA,AGPAT4,GPAM,PNPLA3,DGKZ,DGKD,DGAT1

CHUK,DDX3X,TBK1,IKBKB,IRF3,MAP3K1,NFKB1,NFKBIA,PIN1,OTUD5,MAPK8,MAPK9,MAVS,RELA,MAPK12,AZI2,MAP3K7,TRAF2,TRAF3,TRAF6,TRIM25,SIKE1,RIPK1,FADD,ATG12,ATG5

ADAR,POLR3F,POLR3G,POLR3C,POLR3A,CHUK,POLR3H,TBK1,IKBKB,IRF3,NFKB1,NFKBIA,POLR1D,POLR3K,POLR3B,MAVS,RELA,POLR3D,RIPK1,POLR1C

GNA13,GNA11,GNA12,GNAI1,GNAI2,GNAI3,GNAQ,GNAZ,HRAS,IGF1R,ARAF,KRAS,LYN,NRAS,PLCB3,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,MAPK1,MAPK3,MAP2K1,MAP2K2,RAF1,PLA2G12A AKR1A1,GALM,DLAT,DLD,ENO2,ALDH1B1,ALDH9A1,ALDH3A2,ALDOC,GAPDH,GAPDHS,LDHA,PCK2,PDHA1,PDHB,PFKL,PFKM,PGAM1,PGK1,PGM1,PGM2,ACSS2,BPGM

DAG1,DES,EMD,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,LMNA,MYL3,ATP2A2,PRKAA2,PRKAB1,PRKAB2,PRKAG1,CACNG7,ACTB,SGCB,ACTC1,TGFB1,TGFB2,TNNC1,TNNI3,TNNT2,TPM2,TPM3,CACNA2D1,CACNB3

AKT3,ADCY3,CHUK,CRK,CRKL,CSK,ADRBK2,AKT1,AKT2,FOXO3,GNAI1,GNAI2,GNAI3,GNB1,GNB2,GNG5,GNG7,GNG10,GRK5,GRK6,GRB2,GSK3A,GSK3B,HRAS,IKBKB,JAK2,KRAS,RHOA,LYN,ARRB1,ARRB2,NFKB1,NFKBIA,NRAS,PAK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,SHC3,PRKACA,PRKCD,MAPK1,MAPK3,GNG12,MAP2K1,PRKX,RAC1,RAC2,RAF1,RAP1B,GNB4,RELA,ROCK1,CXCL12,SHC1,SOS1,SOS2,STAT1,STAT2,STAT3,STAT5B,TIAM1,PIK3R3,WASL,ROCK2,CXCL14,BCAR1,ELMO1,CDC42

POMT1,POFUT2,GXYLT1,POMT2,POMGNT1,POGLUT1,RFNG,ST6GAL1,ST3GAL3,COLGALT1,B4GALT3,B4GALT2,PLOD3,CHST10 AKT3,SPRY1,STAM2,IRF9,PIAS3,CISH,SOCS4,CNTFR,CREBBP,SPRED1,SPRED2,EP300,AKT1,AKT2,CLCF1,GHR,GRB2,SOCS7,IFNAR1,IFNAR2,IFNGR1,IFNGR2,IL6ST,JAK1,JAK2,LIFR,MYC,IL23A,PIAS4,PIK3CA,PIK3CB,PIM1,PIK3R1,PIK3R2,PTPN6,PTPN11,CCND1,BCL2L1,SOS1,SOS2,STAT1,STAT2,STAT3,STAT5B,STAT6,STAM,SPRY4,PIK3R3,PIAS1,SOCS1,CBL,CBLB,SOCS2,CCND2,CCND3,SOCS3

NR1H3,SLC27A4,CPT1C,CPT1A,CPT2,DBI,FABP5,ACSL3,ACSL4,GK,ACADM,ILK,ME1,ACOX1,PCK2,PDPK1,PLTP,PPARD,RXRA,RXRB,SCP2,ACOX3

CXADR,CD55,DAG1,EIF4G1,EIF4G2,ABL1,FYN,ABL2,ICAM1,MYH9,MYH10,CYCS,RAC1,RAC2,RAC3,CCND1,ACTB,SGCB,CASP3,CASP9,CAV1,EIF4G3

RAMP2,MYL9,GNA13,ADCY3,ADORA2B,MYL6B,EDNRA,ARHGEF12,KCNMB4,GNA11,GNA12,GNAQ,ARAF,KCNMB1,RHOA,MYL6,MYLK,PPP1R12A,PLCB3,PPP1CA,PPP1CC,PRKACA,PRKCD,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,RAF1,ACTA2,ROCK1,ACTG2,CALM1,CALM3,PLA2G12A,PPP1R14A,ROCK2,ARHGEF11

ADCY3,DAG1,DES,EMD,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,LMNA,MYL3,ATP2A2,PRKACA,PRKX,CACNG7,ACTB,SGCB,ACTC1,TGFB1,TGFB2,TNNC1,TNNI3,TNNT2,TPM2,TPM3,CACNA2D1,CACNB3 TUBA1B,SEC61B,CYBA,ATP6V0E2,DYNC1I2,DYNC1LI2,PIKFYVE,SEC61G,STX12,SEC61A1,TUBB2B,ITGA5,ITGAV,ITGB5,LAMP1,LAMP2,M6PR,DYNC1LI1,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,PIK3C3,ATP6V1E1,ATP6V0B,STX18,ATP6V0A1,ATP6AP1,SEC61A2,RAB5A,RAB5B,RAB5C,RAC1,ACTB,TAP1,TFRC,THBS1,THBS2,THBS3,TUBA4A,DYNC2H1,COLEC12,CALR,CANX,EEA1,STX7,TUBB6,ATP6V0D1,HGS,VAMP3,ATP6V1G1,SEC22B PSME3,IFI30,CREB1,CTSB,PDIA3,HSPA1B,HSPA4,HSPA5,HSPA8,HSP90AB1,NFYA,NFYB,LGMN,B2M,PSME1,PSME2,RFX5,RFXAP,TAP1,TAPBP,CALR,CANX,RFXANK CYBA,TAB2,IFNGR1,IFNGR2,JAK1,JAK2,JUN,MYD88,NFKB1,NFKBIA,MAPK1,MAPK3,PTPN6,RELA,MAPK12,MARCKSL1,STAT1,MAP3K7,TGFB1,TGFB2,TRAF6

NFAT5,CHP1,FYN,GRB2,HRAS,ICAM1,IFNAR1,IFNAR2,IFNGR1,IFNGR2,FAS,ARAF,KRAS,NFATC3,NFATC4,NRAS,PAK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN6,PTPN11,RAC1,RAC2,RAC3,RAF1,SHC1,SOS1,SOS2,CASP3,PIK3R3,TNFRSF10B

DAG1,HMMR,HSPG2,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,AGRN,LAMB1,LAMC1,SDC1,SDC2,SDC4,SPP1,THBS1,THBS2,THBS3,VTN,CD44,CD47,SDC3,SV2A

ADCY3,GNAI1,GNAI2,GNAI3,GNAQ,MYLK,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PLCB3,PRKACA,PRKX,ACTB,EZR,CALM1,CALM3,CAMK2D,CAMK2G

ABCC4,ADCY3,EPHX1,HMGCR,KCNN2,LDLR,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,PRKACA,PRKX,NCEH1,RXRA,SLC2A1,ABCG2

CSF1,ATP6V0E2,ICAM1,JUN,ATP6V1D,IL23A,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,ATP6V0A1,ATP6AP1,CXCL12,TGFB1,TGFB2,VEGFA,VEGFB,ATP6V0D1,ATP6V1G1 GNA11,GNAL,GNAQ,HSPB1,LAMB1,LAMC1,NFKB1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,PRKACA,PRKX,RAB5A,RAB5B,RAB5C,RELA,TGFB1,TGFB2,VCL,ACTN4,CASP3,PIK3R3,ACTN1

ADCY3,TPCN2,GNAQ,RHOA,RAB8A,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,ATP2A2,ATP2B1,ATP2B4,PLCB3,RAC1,RAP1B,SLC12A2,TRPC1,PLA2G12A,RAB11A,RAB3D ADCY3,CST3,GNAQ,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,ATP2B1,ATP2B4,PLCB3,PRKACA,PRKX,SLC12A2,VAMP2,CALM1,CALM3

CDH2,CDH3,OCLN,CLDN3,CLDN7,CLDN23,VCAN,CLDN19,ALCAM,CNTNAP2,GLG1,ICAM1,ITGA6,ITGAV,ITGB8,NEO1,F11R,NLGN3,NLGN2,PVR,PVRL2,JAM2,SDC1,SDC2,SDC4,CD276,JAM3,CLDN6,CLDN1,SDC3,CDH1

ADCY3,CHP1,PLCD3,ADORA2B,EDNRA,ERBB3,F2R,GNA11,GNAL,GNAQ,SLC25A4,SLC25A5,MYLK,ATP2A2,ATP2B1,ATP2B4,P2RX4,PDE1B,PHKB,PHKG2,PLCB3,PLCD1,PLCG1,PPID,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,PRKX,SPHK2,TNNC1,TRPC1,VDAC1,VDAC2,VDAC3,CALM1,CALM3,CAMK2D,CAMK2G,SPHK1

H2AFX,H2AFZ,H3F3B,HIST2H2AB,H2AFY2,SNRPB,SNRPD1,SNRPD3,TRIM21,TROVE2,SSB,ACTN4,HIST1H2BH,HIST1H3A,HIST1H2AH,HIST1H2BK,ACTN1,HIST3H2A,H2AFV

LPAR6,CGA,ADORA2B,APLNR,S1PR1,LPAR1,EDNRA,F2R,F2RL1,GABRA5,GABRB3,GHR,LPAR4,MCHR1,NR3C1,HTR1B,HTR1D,P2RX4,P2RY1,GPR50,S1PR2 CNTFR,CSF1,CLCF1,IL17RA,GHR,TNFRSF21,IFNAR1,IFNAR2,IFNGR1,IFNGR2,FAS,IL6ST,KIT,LIFR,MET,NGFR,TNFRSF11B,TNFRSF12A,PDGFA,IL23A,PDGFC,CXCL12,BMP2,BMP7,BMPR1A,BMPR2,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,VEGFA,VEGFB,PLEKHO2,INHBE,TNFRSF10B,ACVR2A,ACVR2B,CXCL14 CDK2,CDK4,CDK6,CDK7,CDKN1A,CDKN1B,STAG1,CDKN2B,ANAPC10,MAD2L2,STAG2,GADD45G,DBF4,YWHAQ,CHEK1,CHEK2,CREBBP,GADD45A,E2F1,E2F3,E2F4,E2F5,EP300,ORC3,CDC26,ABL1,ANAPC13,SFN,GSK3B,ANAPC2,ANAPC4,HDAC1,HDAC2,MAD2L1,SMAD2,SMAD3,SMAD4,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,MDM2,MYC,GADD45B,ATM,ORC1,ORC2,ORC4,ORC5,FZR1,ANAPC7,ANAPC11,PLK1,ATR,PRKDC,RAD21,RB1,RBL1,CCND1,ANAPC1,SKP2,BUB1,BUB1B,TFDP1,TFDP2,TGFB1,TGFB2,TTK,WEE1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,ZBTB17,SMC1A,CDC7,CDC45,MAD1L1,CDC14A,CDC23,CDC16,CCNA2,CCNB1,CCND2,CCND3,CCNE1,CCNH,PKMYT1,SMC3,CCNB2,CCNE2,BUB3,PTTG1,ESPL1,CDK1,CDC6,CDC20,CDC25A,CDC25B,CDC25C,CDC27,RBX1 SNUPN,EIF1,POP7,SRRM1,SAP18,EIF1B,PRMT5,TACC3,NXF1,RPP30,RPP38,PAIP1,POP4,RPP40,RNPS1,POP1,STRAP,DDX20,XPOT,CLNS1A,NUP35,RPP25L,EEF1A1,EEF1A2,EIF2S1,EIF2B1,EIF4A1,EIF4B,EIF4E,EIF4EBP1,EIF4G1,EIF4G2,EIF5,CASC3,NCBP2,ACIN1,NUP205,NUP210,NUP62,GEMIN5,UPF2,PABPC1,NXT1,NUP43,EIF3E,KPNB1,MAGOH,NCBP1,NUP88,NUP98,GEMIN4,NMD3,POP5,PHAX,NUP54,PNN,RPP25,GEMIN8,MAGOHB,ELAC1,NDC1,NUP133,NXT2,NUP107,THOC2,XPO5,RAN,RANBP2,RANGAP1,SENP2,UPF1,ELAC2,SEC13,UPF3B,SMN1,SUMO3,SUMO2,TPR,SUMO1,XPO1,NUP37,DDX39B,THOC6,GEMIN7,GEMIN6,RPP21,NUP85,THOC7,NUP214,AAAS,SEH1L,THOC3,RAE1,THOC5,EIF3A,EIF3B,EIF3C,EIF3D,EIF3F,EIF3G,EIF3H,EIF3I,EIF4G3,PABPC4,EIF2B4,EIF2B2,EIF2B5,EIF2S2,EIF4E2,NUP155,EIF5B,TGS1,NUP93,EIF4A3,NUP153,THOC1 PREB,PDIA6,BCAP31,STUB1,UBE4B,DNAJA2,MARCH6,SEC24B,UBE2E3,SEC23B,SEC23A,HYOU1,SEC24A,HSPH1,MAN1A2,SEC61B,OS9,LMAN2,ERP29,CKAP4,SEC63,MAN1B1,ATF6B,DAD1,DDIT3,DDOST,EIF2S1,STT3B,HSPA4L,ATF6,GANAB,TRAM1,SEC61G,HSPBP1,PPP1R15A,SVIP,AMFR,EIF2AK1,ERLEC1,PDIA3,SEC61A1,UBQLN2,UBQLN1,DNAJB2,DNAJA1,HSPA1B,HSPA5,HSPA8,HSP90AB1,DNAJB1,STT3A,LMAN1,ATXN3,EIF2AK4,ATF4,NFE2L2,P4HB,DERL2,SAR1B,UBE2J1,DNAJC10,DNAJB12,SEC61A2,YOD1,NPLOC4,EDEM2,NGLY1,PRKCSH,NSFL1C,MAPK8,MAPK9,MAP2K7,DNAJC3,UGGT1,UBQLN4,MAN1C1,BAG1,BAK1,BAX,RAD23A,RAD23B,RNF5,RPN1,RPN2,RRBP1,SEC13,SEL1L,DNAJC1,SIL1,SSR1,SSR2,SSR3,SSR4,SEC62,HSP90B1,TRAF2,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UFD1L,VCP,WFS1,XBP1,MOGS,DERL1,TUSC3,EDEM3,UBXN6,CALR,CANX,CAPN1,CAPN2,SYVN1,MBTPS1,PLAA,EIF2AK3,BAG2,SEC24C,EDEM1,HERPUD1,RBX1 PQBP1,SMNDC1,BCAS2,SF3A1,PPIE,PPIH,CHERP,SLU7,PRPF8,USP39,TXNL4A,TCERG1,SF3A3,SF3B2,SNRNP27,LSM6,DDX42,CCDC12,ZMAT2,DDX5,DHX15,HNRNPA3,PUF60,NCBP2,ACIN1,SNRNP200,U2SURP,SF3B3,SF3B1,LSM5,PRPF6,LSM4,SYF2,PRPF31,LSM3,PRPF19,TRA2A,HNRNPA1,HNRNPC,HNRNPK,HNRNPU,HSPA1B,HSPA8,MAGOH,HNRNPM,NCBP1,PCBP1,CRNKL1,CWC15,LSM7,WBP11,PLRG1,MAGOHB,PRPF38B,PRPF40A,RBM22,XAB2,THOC2,LSM2,SRSF1,SRSF2,SRSF3,SRSF4,SRSF6,SRSF7,TRA2B,SNRNP70,SNRPA,SNRPB,SNRPB2,SNRPC,SNRPD1,SNRPD2,SNRPD3,SNRPE,SNRPF,U2AF1,DDX39B,SF3A2,SF3B5,THOC3,DHX16,PHF5A,PRPF38A,PRPF18,SRSF9,BUD31,SART1,PRPF4,PRPF3,EFTUD2,DDX23,AQR,EIF4A3,DDX46,CDC5L,THOC1 RCL1,MPHOSPH10,POP7,EMG1,NXF1,NOP56,RPP30,RPP38,POP4,RPP40,UTP14A,WDR3,POP1,WDR36,RPP25L,CSNK2A1,CSNK2A2,CSNK2B,SPATA5,DKC1,FBL,XRN2,WDR43,GTPBP4,REXO2,GNL3,RRP7A,NOB1,DROSHA,NXT1,GNL2,EIF6,NVL,NMD3,FCF1,UTP18,POP5,NOP58,GAR1,XRN1,GNL3L,RPP25,HEATR1,RBM28,NAT10,IMP3,LSG1,NHP2,RIOK2,UTP6,NXT2,REXO1,PWP2,RAN,NOL6,TAF9,TCOF1,XPO1,EFTUD1,RIOK1,WDR75,UTP15,CIRH1A,IMP4,BMS1 TOB1,MPHOSPH6,C1D,TOB2,BTG3,PAPD7,LSM6,EXOSC8,DDX6,DCP2,DHX36,DCP1B,ENO2,PATL1,XRN2,DIS3,EXOSC7,CNOT1,EXOSC2,SKIV2L2,EDC4,LSM5,PAN3,LSM4,CNOT10,PABPC1,LSM1,LSM3,DCPS,CNOT7,HSPA9,HSPD1,CNOT2,CNOT3,CNOT4,PARN,EXOSC3,EXOSC1,LSM7,EXOSC9,EXOSC10,XRN1,EXOSC4,DCP1A,EXOSC5,CNOT6,LSM2,SKIV2L,BTG1,BTG2,EDC3,WDR61,PNPT1,PABPC4,RQCD1,CNOT8,TTC37,PAN2 UBA2,SAE1,HUWE1,STUB1,UBE4B,ANAPC10,PIAS3,UBE2E3,WWP1,WWP2,UBE2F,DDB1,DDB2,TRIM32,RHOBTB2,FBXW11,MGRN1,PPIL2,CDC26,ANAPC13,RCHY1,HERC4,FBXW8,UBE2S,PRPF19,ANAPC2,ANAPC4,UBE2K,BIRC2,XIAP,MDM2,MAP3K1,MID1,TRIM37,NEDD4,FZR1,UBR5,ANAPC7,UBE2J1,ANAPC11,PIAS4,UBE2R2,DET1,FANCL,UBA6,UBE2W,UBE2Q1,KLHL9,SMURF1,BIRC6,UBE2O,RFWD2,ANAPC1,SMURF2,SKP2,UBE2Z,BRCA1,TCEB1,TCEB2,TRAF6,UBE2B,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UBE2H,UBE2L3,VHL,CUL5,ITCH,SYVN1,CUL4B,CUL4A,CUL3,CUL2,PIAS1,SOCS1,CBL,CBLB,CDC23,CDC16,HERC2,HERC1,BTRC,SOCS3,UBA3,UBE2M,UBE2Q2,TRIP12,UBE4A,RNF7,KEAP1,CUL7,CDC20,CDC27,CDC34,RBX1 AKT3,CDK4,CDK6,CDKN1A,CDKN1B,CHUK,CRK,CRKL,CTBP1,E2F1,E2F3,AKT1,AKT2,ABL1,GRB2,HDAC1,HDAC2,HRAS,IKBKB,ARAF,KRAS,SMAD3,SMAD4,MDM2,MYC,NFKB1,NFKBIA,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,PTPN11,RAF1,RB1,CCND1,RELA,BCL2L1,BCR,SHC1,SOS1,SOS2,STAT5B,TGFB1,TGFB2,TGFBR1,TGFBR2,PIK3R3,CBL,CBLB,GAB2 AKT3,CTNNB1,AKT1,AKT2,GSK3B,APC,BIRC5,ARAF,JUN,KRAS,RHOA,SMAD2,SMAD3,SMAD4,MLH1,MSH2,MSH3,MYC,LEF1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,BAD,BAX,RAC1,RAC2,RAC3,RAF1,CCND1,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,AXIN1,AXIN2,TCF7L1,CASP3,CASP9,PIK3R3 AKT3,SH2B3,SH2B2,FRS2,YWHAQ,PRDM4,CRK,CRKL,CSK,AKT1,AKT2,FOXO3,ABL1,GAB1,RPS6KA6,GRB2,GSK3B,HRAS,IKBKB,IRS1,JUN,KRAS,RHOA,ARHGDIA,ARHGDIB,MAP3K1,MAP3K3,ATF4,NFKB1,NFKBIA,NGFR,NRAS,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,PRKCD,MAPK1,MAPK3,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K7,PSEN1,PSEN2,BAD,KIDINS220,PTPN11,BAX,RAC1,RAF1,RAP1B,RELA,RPS6KA2,RPS6KA3,SORT1,MAPK12,SHC1,SOS1,SOS2,TRAF6,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,IRS4,PIK3R3,IRS2,RIPK2,MAPKAPK2,MAGED1,CDC42 CDK7,CETN2,POLD3,DDB1,DDB2,ERCC1,ERCC2,ERCC3,ERCC4,GTF2H1,GTF2H2,GTF2H3,GTF2H4,GTF2H5,MNAT1,POLE3,POLD1,POLD2,POLE2,POLE4,POLD4,RAD23A,RAD23B,RFC2,RFC3,RFC4,RFC5,RPA1,RPA2,RPA3,XPA,XPC,CUL4B,CUL4A,CCNH,RBX1 NME6,POLR3F,POLR3G,POLR3C,POLD3,POLR3A,CANT1,UPRT,DCK,DCTD,POLR3H,DHODH,DUT,NT5C2,POLA2,POLR1A,NME7,NT5C,ZNRD1,NUDT2,ITPA,NME3,NME4,PNP,AK3,POLR1D,CMPK1,POLR3K,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,UCKL1,PRIM1,POLR3B,CTPS2,POLE4,POLD4,RRM1,RRM2,POLR1E,POLR3D,TK1,TYMS,UCK2,UMPS,CAD,UCK1,POLR1B,PNPT1,POLR1C,ENTPD6,ENTPD5,ENTPD4,CDA SRRM1,SAP18,NXF1,HBS1L,CPSF4,PAPOLA,RNPS1,CLP1,NUDT21,CPSF6,CSTF1,CSTF2,CSTF3,ETF1,CASC3,NCBP2,ACIN1,CSTF2T,SMG6,SMG5,GSPT2,UPF2,DAZAP1,PABPC1,NXT1,GSPT1,CPSF1,MAGOH,MSI1,NCBP1,PCF11,CPSF3,CPSF2,PNN,MAGOHB,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R3A,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP2R2D,NXT2,UPF1,PAPOLG,UPF3B,DDX39B,CPSF7,PABPN1,SYMPK,RNMT,RNGTT,PABPC4,EIF4A3,SMG7 RNASEH2A,POLD3,DNA2,FEN1,POLA2,RNASEH1,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,POLE3,POLA1,POLD1,POLD2,POLE2,PRIM1,POLE4,POLD4,RFC2,RFC3,RFC4,RFC5,RPA1,RPA2,RPA3,SSBP1,RNASEH2B,RNASEH2C WASF2,WASF3,CREBBP,CSNK2A1,CSNK2A2,CSNK2B,CTNNA1,CTNNB1,CTNND1,EP300,FER,FYN,IGF1R,INSR,RHOA,LMO7,SMAD2,SMAD3,SMAD4,MET,MLLT4,LEF1,NLK,ACP1,MAPK1,MAPK3,PTPN1,PTPN6,PTPRJ,PVRL2,RAC1,RAC2,RAC3,ACTB,SNAI2,SNAI1,SRC,MAP3K7,TCF7L2,TGFBR1,TGFBR2,TJP1,VCL,YES1,ACTN4,TCF7L1,ACTN1,IQGAP1,WASF1,WASL,CDC42,CDH1 DNAL4,ATP5H,CREB3,DCTN2,PPARGC1A,AP2M1,AP2S1,CLTA,CLTB,CLTC,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CREB1,CREBBP,CYC1,AP2A1,AP2A2,AP2B1,DCTN1,EP300,RCOR1,GNAQ,GPX1,SLC25A4,SLC25A5,UQCR10,HTT,HDAC1,HDAC2,HIP1,APAF1,NDUFS7,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,DCTN4,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,NDUFB11,PPID,IFT57,NDUFA12,BAX,REST,SDHA,SDHB,SDHC,CREB3L2,SOD1,SP1,TAF4B,TBP,TFAM,TGM2,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,DNAL1,CASP3,CASP9,CREB3L1,COX7A2L,COX5A,TBPL1 AKT3,CDK4,CDK6,RALBP1,CHUK,E2F1,E2F3,AKT1,AKT2,IKBKB,ARAF,JAK1,KRAS,SMAD2,SMAD3,SMAD4,NFKB1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,BAD,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RB1,CCND1,RELA,BCL2L1,BRCA2,STAT1,STAT3,TGFB1,TGFB2,TGFBR1,TGFBR2,VEGFA,VEGFB,CASP9,PIK3R3,CDC42 AKT3,PIM2,CHUK,EIF4EBP1,AKT1,AKT2,MTOR,GRB2,HRAS,IKBKB,ARAF,JUP,KIT,KRAS,MYC,NFKB1,NRAS,LEF1,PIK3CA,PIK3CB,PIM1,PIK3R1,PIK3R2,PPARD,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,RAF1,RARA,CCND1,RELA,RPS6KB1,RPS6KB2,SOS1,SOS2,STAT3,STAT5B,TCF7L2,TCF7L1,PIK3R3,RUNX1T1

CDK2,ANAPC10,MAD2L2,ADCY3,YWHAQ,CHP1,SGOL1,FBXW11,CDC26,ANAPC13,FBXO5,RPS6KA6,FBXO43,ANAPC2,ANAPC4,IGF1R,AR,MAD2L1,ANAPC7,ANAPC11,PLK1,PPP1CA,PPP1CC,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK1,MAPK3,MAP2K1,PRKX,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,AURKA,BUB1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,SMC1A,CDC23,CDC16,CCNB1,BTRC,CCNE1,PKMYT1,SMC3,CCNB2,CCNE2,PTTG1,ESPL1,SLK,CDK1,CDC20,CDC25C,CDC27,RBX1 ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,NOD1,MAD2L2,ARPC1A,CHUK,CRK,CRKL,CSK,DIAPH1,DOCK1,CTTN,FBXW11,ABL1,IKBKB,ITGA5,RHOG,NFKB1,NFKBIA,PFN1,PFN2,MAPK1,MAPK3,MAPK8,MAPK9,RAC1,RELA,ACTB,ROCK1,MAPK12,U2AF1,VCL,ARPC5L,RIPK2,WASF1,BTRC,WASL,ATG5,ROCK2,CD44,ELMO1,CDC42 AKT3,CTNNA1,CTNNB1,AKT1,AKT2,FOXO3,GRB2,GSK3B,APC,HRAS,ILK,ARAF,KRAS,MLH1,MYC,NRAS,LEF1,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,PTEN,RAF1,CCND1,SOS1,SOS2,TCF7L2,AXIN1,AXIN2,TCF7L1,CASP9,PIK3R3,CDH1 AKT3,CDK2,CDKN1A,CDKN1B,CREB3,CHUK,CREB1,CREBBP,CTNNB1,E2F1,E2F3,EP300,AKT1,AKT2,FOXO1,MTOR,GRB2,GSK3B,GSTP1,HRAS,HSP90AB1,IGF1R,IKBKB,AR,ARAF,KRAS,MDM2,ATF4,NFKB1,NFKBIA,NRAS,LEF1,PDGFA,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,PDGFC,MAP2K1,MAP2K2,BAD,PTEN,RAF1,RB1,CCND1,RELA,CREB3L2,SOS1,SOS2,TCF7L2,HSP90B1,TCF7L1,CASP9,PIK3R3,CCNE1,CREB3L1,CCNE2 AP1M2,AP3S2,NPC2,AP4B1,CTSC,AP3M2,AP4S1,AP1S1,TPP1,CLN5,CLTA,CLTB,CLTC,AP1S3,CTNS,CTSB,CTSD,CTSZ,AP1B1,AP1G1,AGA,GGA2,GGA3,AP4E1,PLA2G15,GAA,MFSD8,GALNS,GGA1,GBA,SLC17A5,AP3M1,GLA,GLB1,GM2A,GNS,GUSB,HEXB,IGF2R,LAMP1,LAMP2,M6PR,ARSA,MANBA,ASAH1,NAGA,NAGLU,NEU1,NPC1,SLC11A2,NAGPA,ATP6V0C,ACP2,ATP6V0B,ATP6V0A1,ATP6AP1,CTSA,LAPTM4B,PPT1,LGMN,PSAP,MCOLN1,SORT1,SGSH,SMPD1,GNPTG,AP3B1,CD164,AP1S2,AP1M1,AP3D1,ATP6V0D1,AP4M1,SCARB2,ENTPD4,CD63,LAPTM4A AKT3,PAK4,EGLN3,CREBBP,CRK,CRKL,EP300,AKT1,AKT2,ETS1,GAB1,GRB2,HIF1A,HRAS,ARAF,JUN,KRAS,ARNT,MET,NRAS,PAK1,PAK2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,EGLN1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN11,RAC1,RAF1,RAP1B,SLC2A1,SOS1,SOS2,TCEB1,TCEB2,TGFB1,TGFB2,VEGFA,VEGFB,VHL,CUL2,PIK3R3,RBX1,CDC42 CDK2,CDK4,CDK6,CDKN1A,GADD45G,CHEK1,CHEK2,SESN3,DDB2,GADD45A,RCHY1,SESN1,SFN,APAF1,IGFBP3,FAS,MDM2,MDM4,GADD45B,ATM,SERPINE1,SHISA5,GTSE1,CYCS,ATR,PTEN,BAX,CCND1,RRM2,PERP,RFWD2,ZMAT3,THBS1,TSC2,CASP3,SESN2,CASP9,PPM1D,TNFRSF10B,CCNB1,CCND2,CCND3,CCNE1,CCNG1,CCNB2,CCNE2,EI24,CDK1

ALG3,MAN1A2,MAN1B1,ALG10B,DAD1,DDOST,DPAGT1,ALG14,STT3B,DOLK,GANAB,FUT8,ALG5,ALG6,STT3A,MAN2A2,MAN2A1,MGAT1,MGAT3,MGAT5,ALG1,MAN1C1,DOLPP1,RPN1,RPN2,ST6GAL1,MOGS,ALG8,ALG12,ALG13,TUSC3,ALG2,B4GALT3,B4GALT2,DPM1,RFT1 AKT3,FLOT1,SH2B2,PPARGC1A,SOCS4,CRK,CRKL,EIF4E,EIF4EBP1,AKT1,AKT2,FASN,FOXO1,FLOT2,EXOC7,MTOR,MKNK2,GRB2,GSK3B,GYS1,ACACA,HRAS,IKBKB,INSR,IRS1,ARAF,KRAS,NRAS,PCK2,PDE3B,PDPK1,INPP5K,PHKB,PHKG2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PPP1R3C,PRKAA2,PRKAB1,PRKAB2,PRKACA,PRKAG1,PRKAR1A,PRKAR2A,PRKAR2B,PRKCI,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,PRKX,BAD,PTPN1,PYGB,RAF1,RHEB,RPS6,RPS6KB1,RPS6KB2,SHC1,SOS1,SOS2,TSC2,PPP1R3B,CALM1,CALM3,IRS4,PIK3R3,MKNK1,SOCS1,IRS2,CBL,CBLB,SOCS2,SOCS3,TRIP10,EIF4E2 PDCD6IP,DNM1L,RNF41,STAM2,STAMBP,EHD1,RAB31,WWP1,SNF8,VPS45,AGAP1,AP2M1,AP2S1,CLTA,CLTB,CLTC,CHMP4B,ADRBK2,AP2A1,DAB2,AP2A2,AP2B1,DNM2,EPS15,ERBB3,F2R,RAB11FIP2,EPN2,PSD3,PIP5K1C,ACAP2,CHMP2B,LDLRAP1,ARFGAP3,VPS4A,CHMP2A,GRK5,GRK6,GIT1,EPN1,SH3KBP1,EHD4,EHD3,EHD2,HRAS,HSPA1B,HSPA8,IGF1R,KIT,ARF6,RHOA,LDLR,ARRB1,SMAD2,SMAD3,ARRB2,SMAD7,MDM2,MET,NEDD4,ASAP1,PARD6A,VPS36,SH3GLB1,VPS28,CHMP5,VTA1,VPS37C,ARFGAP1,PRKCI,SH3GLB2,SMURF1,RAB22A,RAB4A,RAB5A,RAB5B,RAB5C,SMAP1,ARAP3,SH3GL1,SH3GL2,SMAP2,SMURF2,SRC,TFRC,TGFB1,TGFB2,TGFBR1,TGFBR2,TRAF6,TSG101,CHMP6,VPS37B,RUFY1,STAM,ITCH,EEA1,VPS25,ARFGAP2,PARD6G,PARD6B,CAV1,CAV2,CBL,CBLB,RAB11A,MVB12B,USP8,RABEP1,HGS,RAB11B,VPS4B,RAB11FIP3,ZFYVE16,GIT2,IQSEC1,CDC42

DNM1L,ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,MAD2L2,ARPC1A,CLTA,CLTB,CLTC,CRK,CRKL,CTNNA1,CTNNB1,DNM2,DOCK1,CTTN,CD2AP,GAB1,ILK,ITGA5,RHOA,RHOG,MET,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,RAC1,ACTB,SHC1,SRC,VCL,ARHGAP10,ARPC5L,PIK3R3,CAV1,CAV2,CBL,CBLB,WASF1,WASL,BCAR1,ELMO1,CDC42,CDH1 NFAT5,FZD10,CHP1,CREBBP,PRICKLE1,CSNK1E,CSNK2A1,CSNK2A2,CSNK2B,CTBP1,CTNNB1,PRICKLE2,DVL2,DVL3,EP300,DKK1,DAAM1,FBXW11,FZD2,CACYBP,GSK3B,APC,JUN,RHOA,LRP6,SMAD2,SMAD3,SMAD4,MYC,NFATC3,NFATC4,LEF1,NLK,PLCB3,PPARD,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK8,MAPK9,PRKX,PSEN1,CTNNBIP1,VANGL2,CHD8,RAC1,RAC2,RAC3,SENP2,CCND1,ROCK1,SFRP1,SFRP2,PORCN,MAP3K7,TCF7L2,WNT8A,FZD5,TBL1XR1,FZD3,FOSL1,CAMK2D,CAMK2G,VANGL1,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,NKD1,NKD2,RUVBL1,CCND2,BTRC,CCND3,CER1,ROCK2,RBX1 PSME3,PSMD14,PSME4,POMP,PSMA2,PSMA3,PSMA4,PSMA5,PSMA6,PSMB1,PSMB2,PSMB3,PSMB4,PSMB5,PSMB6,PSMB7,PSMC1,PSMC2,PSMC3,PSMC4,PSMC5,PSMD1,PSMD2,PSMD3,PSMD4,PSMD7,PSMD8,PSMD11,PSME1,PSME2,SHFM1,PSMF1,PSMD6 AKT3,CDKN1A,CDKN1B,PAK4,CRK,CRKL,HBEGF,EIF4EBP1,ERBB3,AKT1,AKT2,MTOR,ABL1,GAB1,ABL2,GRB2,GSK3B,NRG1,HRAS,ARAF,JUN,KRAS,MYC,NCK1,NRAS,PAK1,PAK2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K7,BAD,RAF1,RPS6KB1,RPS6KB2,MAP2K4,SHC1,SOS1,SOS2,SRC,STAT5B,CAMK2D,CAMK2G,NCK2,PIK3R3,CBL,CBLB AKT3,CDK2,ANAPC10,MAD2L2,ADCY3,AKT1,AKT2,CDC26,ANAPC13,RPS6KA6,GNAI1,GNAI2,GNAI3,ANAPC2,ANAPC4,HSP90AB1,IGF1R,ARAF,KRAS,MAD2L1,FZR1,PDE3B,ANAPC7,ANAPC11,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLK1,PRKACA,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,PRKX,RAF1,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,BUB1,MAD1L1,PIK3R3,CDC23,CDC16,CCNA2,CCNB1,PKMYT1,CCNB2,CDK1,CDC25A,CDC25B,CDC25C,CDC27 ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C

AKT3,CDK2,CDK4,CDK6,CDKN1A,CDKN1B,CDKN2B,TFG,PIAS3,RALBP1,FZD10,EGLN3,CHUK,CREBBP,CRK,CRKL,CTBP1,CTNNA1,CTNNB1,DAPK1,DAPK3,DVL2,DVL3,E2F1,E2F3,EP300,AKT1,AKT2,ETS1,FGF2,FGF8,FOXO1,MTOR,ABL1,FZD2,GLI1,GLI2,GLI3,GRB2,GSK3B,GSTP1,HDAC1,HDAC2,HIF1A,APC,HRAS,BIRC2,XIAP,BIRC5,HSP90AB1,IGF1R,FAS,IKBKB,ITGA6,AR,ITGA3,ITGAV,ARAF,JAK1,JUN,JUP,KIT,KRAS,RHOA,LAMB1,LAMC1,ARNT,SMAD2,SMAD3,SMAD4,MAX,MDM2,MET,MLH1,MMP2,MSH2,MSH3,MYC,NFKB1,NFKB2,NFKBIA,NRAS,LEF1,PDGFA,PIAS4,SUFU,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,CYCS,EGLN1,PPARD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,BAD,PTEN,BAX,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RARA,RB1,CCND1,RELA,BCL2L1,BCR,RXRA,RXRB,BMP2,SKP2,SLC2A1,BMP4,SMO,SOS1,SOS2,BRCA2,STAT1,STAT3,STAT5B,STK4,TCEB1,TCEB2,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,TPM3,TPR,HSP90B1,TRAF2,TRAF3,TRAF6,VEGFA,VEGFB,VHL,WNT8A,FZD5,FZD3,CCDC6,NCOA4,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,CASP3,CASP9,CUL2,PIK3R3,PIAS1,RUNX1T1,CBL,CBLB,FADD,FGF17,CCNE1,CCNE2,TRAF4,RBX1,CDC42,CDH1

ADAM10,CDK5,ATP5H,CHP1,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,ATF6,NCSTN,BACE1,BACE2,GAPDH,GNAQ,GSK3B,UQCR10,HSD17B10,APAF1,IDE,APOE,APP,FAS,NDUFS7,MME,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP2A2,ATP5A1,ATP5C1,NDUFA13,APH1A,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,NDUFB11,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PSENEN,MAPK1,MAPK3,NDUFA12,PSEN1,PSEN2,BAD,SDHA,SDHB,SDHC,SNCA,ADAM17,TNFRSF1A,UQCRC1,UQCRC2,UQCRH,CALM1,CALM3,CAPN1,CAPN2,CASP3,CASP9,FADD,CDK5R1,NAE1,COX7A2L,COX5A,EIF2AK3 AKT3,EIF4B,EIF4E,EIF4EBP1,AKT1,AKT2,MTOR,RICTOR,ULK3,RPS6KA6,HIF1A,PDPK1,CAB39,PIK3CA,PIK3CB,PIK3R1,PIK3R2,DDIT4,PRKAA2,MAPK1,MAPK3,RHEB,RPS6,RPS6KA2,RPS6KA3,RPS6KB1,RPS6KB2,STK11,TSC2,VEGFA,VEGFB,CAB39L,ULK1,PIK3R3,EIF4E2 RPL35,RPL22L1,FAU,RPL13A,RPL36,MRPL13,RPL10A,RSL24D1,RPL3,RPL7A,RPL8,RPL12,RPL13,RPL15,RPL17,RPL19,RPL22,RPL23A,RPL26,RPL27,RPL27A,RPL28,RPL31,RPL32,RPL35A,RPL36AL,RPL37,RPL37A,RPLP0,RPLP1,RPLP2,RPS3,RPS5,RPS6,RPS7,RPS8,RPS9,RPS11,RPS12,RPS13,RPS14,RPS15,RPS15A,RPS16,RPS19,RPS20,RPS21,RPS23,RPS25,RPS26,RPS27,RPS28,RPS29,UBA52,RPL14,RPL23

ATP5H,PARK7,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,HTRA2,GPR37,SLC25A4,SLC25A5,UQCR10,APAF1,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP5E,UBE2J1,ATP5F1,ATP5G1,ATP5G3,ATP5J,CYCS,NDUFB11,PPID,NDUFA12,SDHA,SDHB,SDHC,PINK1,SNCA,UBE2G1,UBE2G2,UBE2L3,UCHL1,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,CASP3,CASP9,COX7A2L,COX5A CDKN2B,FST,CREBBP,E2F4,E2F5,EP300,ID1,ID2,ID3,ID4,RHOA,SMAD1,SMAD2,SMAD3,SMAD4,SMAD5,SMAD7,MYC,NODAL,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,MAPK1,MAPK3,SMURF1,RBL1,ROCK1,RPS6KB1,RPS6KB2,SMURF2,BMP2,BMP4,BMP7,BMPR1A,BMPR2,SP1,TFDP1,TGFB1,TGFB2,TGFBR1,TGFBR2,THBS1,THBS2,THBS3,INHBE,ACVR2A,ACVR2B,ROCK2,ZFYVE16,RBX1 ADAM10,NOD1,CHUK,CSK,ATP6V0E2,HBEGF,GIT1,IKBKB,JUN,LYN,MET,NFKB1,NFKBIA,PAK1,F11R,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,PLCG1,ATP6V0A1,ATP6AP1,MAPK8,MAPK9,PTPN11,JAM2,RAC1,RELA,MAPK12,MAP2K4,SRC,ADAM17,TJP1,CASP3,JAM3,MAP3K14,ATP6V0D1,ATP6V1G1,CDC42 COX17,ATP5H,ATP5L,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CYC1,ATP6V0E2,UQCR10,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP6V1D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,ATP6V0A1,ATP6AP1,NDUFB11,PPA1,NDUFA12,SDHA,SDHB,SDHC,LHPP,UQCRC1,UQCRC2,UQCRH,ATP6V0D1,COX7A2L,COX5A,ATP6V1G1 CDK5,PAK4,SEMA3A,SEMA4F,SEMA4D,SEMA4B,SEMA3C,CFL1,NFAT5,CHP1,UNC5D,DPYSL2,EFNA1,EFNA2,EFNA3,EFNA4,EFNA5,EFNB1,EFNB2,EFNB3,EPHA2,EPHA1,EPHA4,EPHB3,EPHB4,EPHB6,UNC5B,ARHGEF12,SRGAP2,PLXNB2,ABL1,FYN,RND1,GNAI1,GNAI2,GNAI3,GSK3B,RHOD,HRAS,KRAS,RHOA,LIMK1,MET,NCK1,NFATC3,NFATC4,NRAS,PAK1,PAK2,PLXNA1,PLXNB1,SEMA4C,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,DPYSL5,SEMA6A,SEMA4G,RAC1,RAC2,RAC3,RASA1,ROBO1,ROCK1,CXCL12,SEMA3F,NCK2,ROCK2,SEMA3E,CDC42 AKT3,CDK4,CDK6,E2F1,E2F3,AKT1,AKT2,FOXO3,GRB2,HRAS,ARAF,KRAS,NRAS,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,RAF1,RB1,CCND1,RXRA,RXRB,SOS1,SOS2,STK4,CASP9,PIK3R3 ADA,NME6,PAICS,POLR3F,POLR3G,POLR3C,POLD3,ADCY3,POLR3A,NUDT5,ADSSL1,CANT1,ADK,ADSL,ADSS,DCK,POLR3H,AK2,AK4,NT5C2,POLA2,POLR1A,GART,GMPR,GUK1,NME7,NT5C,ZNRD1,NUDT2,APRT,IMPDH1,IMPDH2,ITPA,ATIC,NME3,NME4,PNP,POLR1D,GMPR2,PDE3B,PDE6D,PDE7A,PDE8A,PDE9A,PDE1B,POLR3K,PFAS,PGM1,NUDT9,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,PPAT,PGM2,PRIM1,POLR3B,PRPS1,POLE4,ADPRM,POLD4,PRUNE,RRM1,RRM2,POLR1E,POLR3D,POLR1B,NTPCR,PDE5A,PNPT1,GMPS,PAPSS1,POLR1C,ENTPD6,ENTPD5,ENTPD4

AKT3,CDK4,CDK6,CDKN1A,E2F1,E2F3,AKT1,AKT2,MTOR,GRB2,HRAS,IGF1R,ARAF,KRAS,MDM2,NRAS,PDGFA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,MAPK1,MAPK3,MAP2K1,MAP2K2,PTEN,RAF1,RB1,CCND1,SHC1,SOS1,SOS2,CALM1,CALM3,CAMK2D,CAMK2G,PIK3R3 ACOT8,SLC25A17,PMVK,DHRS4,PXMP4,CRAT,ECH1,EPHX2,ABCD1,ACSL3,ACSL4,AMACR,PRDX5,DECR2,HMGCL,HSD17B4,IDH2,GSTK1,MPV17,MVK,PRDX1,ACOX1,PIPOX,PEX7,PEX10,PEX12,PEX13,PHYH,PEX26,PECR,PEX19,ABCD3,PXMP2,PEX2,PEX5,SCP2,SOD1,ACOX3,NUDT12,FAR1,GNPAT,PEX3,AGPS,PEX11B,PEX11A,PEX11G

AKT3,CDK2,CDK4,CDK6,CDKN1B,CDKN2B,PIAS3,CHUK,E2F1,E2F3,AKT1,AKT2,APAF1,BIRC2,XIAP,IKBKB,ITGA6,ITGA3,ITGAV,LAMB1,LAMC1,MAX,MYC,NFKB1,NFKBIA,PIAS4,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,PTEN,RB1,CCND1,RELA,BCL2L1,RXRA,RXRB,SKP2,TRAF2,TRAF3,TRAF6,CASP9,PIK3R3,PIAS1,CCNE1,CCNE2,TRAF4 AKT3,NFAT5,MALT1,CHP1,CHUK,AKT1,AKT2,GRB2,GSK3B,HRAS,IKBKB,JUN,KRAS,LYN,NFATC3,NFATC4,NFKB1,NFKBIA,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN6,RAC1,RAC2,RAC3,RAF1,RELA,SOS1,SOS2,PIK3R3,IFITM1,BCL10,CD81

CREB3,DCTN2,DCTN6,ADCY3,CREB1,DCTN1,DYNC1I2,DYNC1LI2,AQP3,ARHGDIA,ARHGDIB,NSF,DYNC1LI1,DCTN4,PRKACA,PRKX,RAB5A,RAB5B,RAB5C,CREB3L2,VAMP2,DYNC2H1,DCTN5,DYNLL1,RAB11A,CREB3L1,RAB11B

AKT3,OCLN,NR1H3,PSME3,CDKN1A,IRF9,PIAS3,CHUK,CLDN3,CLDN7,CLDN23,CLDN19,EIF2S1,AKT1,AKT2,EIF2AK1,GRB2,TBK1,GSK3B,HRAS,IFNAR1,IFNAR2,IKBKB,EIF3E,IRF3,ARAF,JAK1,KRAS,LDLR,EIF2AK4,NFKB1,NFKBIA,NRAS,PIAS4,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R2D,MAPK1,MAPK3,MAPK8,MAPK9,BAD,MAVS,RAF1,RELA,RXRA,MAPK12,SOS1,SOS2,STAT1,STAT2,STAT3,TNFRSF1A,TRAF2,TRAF3,TRAF6,PIK3R3,PIAS1,RIPK1,SOCS3,CLDN6,CLDN1,EIF2AK3,CD81

AKT3,CHP1,CHUK,DFFA,ENDOG,AKT1,AKT2,ENDOD1,APAF1,BIRC2,XIAP,FAS,IKBKB,MYD88,ATM,NFKB1,NFKBIA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,PRKAR1A,PRKAR2A,PRKAR2B,PRKX,BAD,BAX,RELA,BCL2L1,TNFRSF1A,TRAF2,CAPN1,CAPN2,CASP3,CASP6,CASP9,PIK3R3,RIPK1,FADD,TNFRSF10B,CFLAR,MAP3K14 AKT3,OCLN,CDK4,MYL12B,MYL9,MYL12A,CLDN3,CLDN7,CLDN23,CSNK2A1,CSNK2A2,CSNK2B,CLDN19,CTNNA1,CTNNB1,CTTN,AKT1,AKT2,RRAS2,MRAS,EPB41L3,MAGI3,GNAI1,GNAI2,GNAI3,HRAS,KRAS,RHOA,LLGL1,MLLT4,MYH9,MYH10,NRAS,F11R,PARD6A,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PRKCD,PRKCI,PPP2R2D,PTEN,CGN,JAM2,MYL7,RAB3B,RAB13,ACTB,RRAS,MPP5,SPTAN1,SRC,TJP1,YES1,ACTN4,SYMPK,JAM3,PARD6G,PARD6B,CASK,ACTN1,MPDZ,CLDN6,CLDN1,VAPA,TJAP1,MAGI2,CDC42 AKT3,CDK4,PAK4,NFAT5,MALT1,CHP1,CHUK,MAP3K8,DLG1,AKT1,AKT2,FYN,GRB2,GSK3B,HRAS,IKBKB,JUN,KRAS,RHOA,NCK1,NFATC3,NFATC4,NFKB1,NFKBIA,NRAS,PAK1,PAK2,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAPK9,MAP2K1,MAP2K2,MAP2K7,PTPN6,RAF1,RELA,MAPK12,SOS1,SOS2,MAP3K7,NCK2,PIK3R3,CBL,CBLB,BCL10,MAP3K14,CDC42 FARSB,WARS2,FARS2,PSTK,MTFMT,AARS,DARS,EPRS,FARSA,LARS2,HARS2,PARS2,GARS,HARS,IARS,KARS,MARS,NARS,YARS2,DARS2,IARS2,RARS2,AARS2,QARS,RARS,SARS,TARS,VARS,WARS,CARS2,NARS2,TARS2,CARS,YARS,MARS2

CDIPT,PLCD3,PIKFYVE,PIP5K1C,IPMK,IMPA1,INPP4A,INPP5B,INPPL1,ITPK1,ALDH6A1,OCRL,ISYNA1,INPP5K,PIK3C2A,PIK3C3,PIK3CA,PIK3CB,PI4KA,PI4KB,PIP4K2A,PLCB3,PLCD1,PLCG1,PI4K2B,INPP5E,PTEN,IPPK,PIP4K2C,PIP4K2B,MINPP1 AKT3,NFAT5,CHP1,AKT1,AKT2,HRAS,HSPB1,KRAS,NFATC3,NFATC4,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAP2K1,MAP2K2,SPHK2,BAD,RAC1,RAC2,RAC3,RAF1,MAPK12,SRC,VEGFA,MAPKAPK3,PLA2G12A,CASP9,PIK3R3,SPHK1,MAPKAPK2,CDC42

AKT3,PPARGC1A,CHUK,CPT1C,CPT1A,AKT1,AKT2,ACSL3,ACSL4,MTOR,IKBKB,IRS1,JAK2,NFKB1,NFKBIA,PCK2,ADIPOR1,PRKAA2,PRKAB1,PRKAB2,PRKAG1,MAPK8,MAPK9,PTPN11,RELA,RXRA,RXRB,SLC2A1,STAT3,STK11,TNFRSF1A,TRAF2,ADIPOR2,IRS4,IRS2,SOCS3

AKT3,DNM1L,ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,ARPC1A,CFL1,WASF3,CRK,CRKL,DNM2,AKT1,AKT2,PIP5K1C,ARF6,LIMK1,LYN,MARCKS,MYO10,PAK1,ASAP1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PRKCD,MAPK1,MAPK3,MAP2K1,SPHK2,RAC1,RAC2,RAF1,RPS6KB1,RPS6KB2,MARCKSL1,VASP,ARPC5L,PIK3R3,SPHK1,WASF1,WASL,GAB2,CDC42

AKT3,MAP3K2,GADD45G,DUSP14,CHP1,CHUK,MAP3K8,ATF2,CRK,CRKL,DAXX,GADD45A,DDIT3,DUSP1,DUSP3,DUSP5,DUSP6,DUSP7,AKT1,AKT2,FGF2,FGF8,RRAS2,MRAS,TAB2,FLNA,MAPK8IP3,FLNB,FLNC,RPS6KA6,GNA12,MKNK2,GRB2,HRAS,HSPA1B,HSPA8,HSPB1,FAS,IKBKB,JUN,JUND,KRAS,ARRB1,ARRB2,MAX,MAP3K1,MAP3K3,MAP3K4,MAP3K11,MYC,GADD45B,ATF4,NF1,NFATC4,NFKB1,NFKB2,NRAS,PAK1,PAK2,ECSIT,PDGFA,NLK,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PPP5C,PRKACA,MAPK1,MAPK3,GNG12,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K6,MAP2K7,PRKX,DUSP22,TAOK1,RAC1,RAC2,RAC3,RAF1,RAP1B,RASA1,CACNG7,RELA,RPS6KA2,RPS6KA3,RRAS,MAPK12,MAP2K4,SOS1,SOS2,SRF,STK4,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,MAP3K12,CACNA2D1,CACNB3,MAPKAPK3,DUSP16,PLA2G12A,CASP3,MAP4K3,MAPKAPK5,MKNK1,LAMTOR3,FGF17,MAP3K14,MAPKAPK2,MAP4K4,RAPGEF2,CDC25B,CDC42 AKT3,PAK4,MYL12B,MYL9,MYL12A,CRK,CRKL,CTNNB1,DIAPH1,DOCK1,AKT1,AKT2,FLNA,FLNB,FLNC,PIP5K1C,FYN,GRB2,ARHGAP35,GSK3B,HRAS,BIRC2,XIAP,IGF1R,ILK,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,JUN,RHOA,LAMB1,LAMC1,MET,MYLK,PPP1R12A,PAK1,PAK2,PDGFA,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PARVA,MAPK1,MAPK3,MAPK8,MAPK9,PDGFC,MAP2K1,BAD,PTEN,MYL7,RAC1,RAC2,RAC3,RAF1,RAP1B,CCND1,ACTB,ROCK1,SHC1,SOS1,SOS2,SPP1,SRC,THBS1,THBS2,THBS3,TLN1,VASP,VCL,VEGFA,VEGFB,VTN,ZYX,ACTN4,CAPN2,TLN2,PIK3R3,CAV1,CAV2,ACTN1,CCND2,CCND3,ROCK2,BCAR1,CDC42

AKT3,CDK4,CDK6,CDKN1A,E2F1,E2F3,AKT1,AKT2,FGF2,FGF8,HRAS,IGF1R,ARAF,KRAS,MDM2,MET,NRAS,PDGFA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,PDGFC,MAP2K1,MAP2K2,BAD,PTEN,RAF1,RB1,CCND1,PIK3R3,FGF17,CDH1 CDS1,CDIPT,PLCD3,DGKA,DGKH,PIKFYVE,PIP5K1C,IMPA1,INPP4A,INPP5B,INPPL1,ITPK1,OCRL,INPP5K,PIK3C2A,PIK3C3,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PI4KA,PI4KB,PIP4K2A,PLCB3,PLCD1,PLCG1,PI4K2B,INPP5E,PTEN,IPPK,PIP4K2C,CALM1,CALM3,PIP4K2B,PIK3R3,DGKZ,DGKD,CDS2 ARPC4,ARPC3,ARPC1B,ARPC2,ABI2,WASF2,PAK4,MYL12B,MYL9,ARPC1A,MYL12A,GNA13,CFL1,NCKAP1,IQGAP2,CRK,CRKL,CSK,DIAPH1,DOCK1,PIKFYVE,F2R,FGD1,FGF2,FGF8,RRAS2,MRAS,ARHGEF12,PIP5K1C,CYFIP2,GNA12,GIT1,ARHGAP35,APC,HRAS,ITGA6,ITGA3,ITGA5,ITGAV,ARAF,ITGB5,ITGB8,KRAS,RHOA,LIMK1,MSN,MYH9,MYH10,MYLK,PPP1R12A,NRAS,PAK1,PAK2,PDGFA,PFN1,PFN2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PIP4K2A,PPP1CA,PPP1CC,ENAH,MAPK1,MAPK3,GNG12,PDGFC,MAP2K1,MAP2K2,MYL7,RAC1,RAC2,RAC3,RAF1,RDX,ACTB,ROCK1,RRAS,SOS1,SOS2,TIAM1,TMSB4X,VCL,EZR,PIP4K2C,ACTN4,ARPC5L,PIP4K2B,PIK3R3,ACTN1,FGF17,IQGAP1,ARHGEF7,WASF1,WASL,ROCK2,BCAR1,CDC42

AKT3,CHUK,AKT1,AKT2,GNA11,GNAI1,GNAI2,GNAI3,GNAL,GNAQ,IFNGR1,IFNGR2,FAS,IKBKB,JUN,SMAD2,SMAD3,MYD88,NFKB1,NFKBIA,SERPINE1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R2D,MAPK1,MAPK3,MAPK8,MAPK9,RELA,MAPK12,MAP2K4,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF6,CALR,PIK3R3,FADD,CFLAR

ADCY3,KDELR1,SEC61B,ATP6V0E2,SEC61G,SEC61A1,ARF1,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,PLCG1,ATP6V0A1,ATP6AP1,SEC61A2,PRKACA,PRKX,ACTB,SLC12A2,TJP1,ATP6V0D1,ATP6V1G1

CHP1,CREBBP,EP300,RPS6KA6,GNAQ,HRAS,ARAF,KRAS,PPP1R12A,ATF4,NRAS,PLCB3,PPP1CA,PPP1CC,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,RAF1,RAP1B,RPS6KA2,RPS6KA3,CALM1,CALM3,CAMK2D,CAMK2G

LPCAT3,CEPT1,CDS1,CDIPT,LYPLA1,AGPAT1,AGPAT2,CHKA,MBOAT2,DGKA,DGKH,PLA2G15,PISD,LCLAT1,GPD2,LCAT,PCYT1A,CRLS1,ETNK2,AGPAT4,ADPRM,CHPT1,GPAM,PCYT2,LPCAT1,PTDSS2,PLA2G12A,GNPAT,DGKZ,DGKD,EPT1,CDS2,PCYT1B,PGS1,PTDSS1,LPGAT1 AKT3,IRF9,CHUK,CREB1,CSF1,CYBA,AKT1,AKT2,TAB2,FYN,GRB2,IFNAR1,IFNAR2,IFNGR1,IFNGR2,IKBKB,JAK1,JUN,JUNB,JUND,NFKB1,NFKB2,NFKBIA,TNFRSF11B,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP3CA,PPP3CB,PPP3CC,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K6,MAP2K7,RAC1,RELA,MAPK12,STAT1,STAT2,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,FOSL1,PIK3R3,SOCS1,MAP3K14,SOCS3,GAB2 AKT3,AKT1,AKT2,FYN,GRB2,HRAS,KRAS,LYN,NRAS,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PRKCD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K6,MAP2K7,RAC1,RAC2,RAC3,RAF1,MAPK12,MAP2K4,SOS1,SOS2,PLA2G12A,PIK3R3,GAB2

CREB3,ADCY3,FZD10,CREB1,CREBBP,CTNNB1,DVL2,DVL3,EDN1,EP300,FZD2,GNAI1,GNAI2,GNAI3,GNAQ,GSK3B,HRAS,KIT,KRAS,NRAS,LEF1,PLCB3,PRKACA,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,RAF1,CREB3L2,TCF7L2,WNT8A,FZD5,FZD3,CALM1,CALM3,CAMK2D,CAMK2G,FZD1,FZD6,FZD7,FZD8,TCF7L1,CREB3L1

OCLN,MYL12B,MYL9,MYL12A,CLDN3,CLDN7,CLDN23,CLDN19,CTNNA1,CTNNB1,CTNND1,CYBA,GNAI1,GNAI2,GNAI3,ARHGAP35,ICAM1,RHOA,MLLT4,MMP2,MSN,F11R,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PTPN11,JAM2,MYL7,RAC1,RAC2,RAP1B,ACTB,ROCK1,MAPK12,CXCL12,THY1,VASP,VCL,EZR,ACTN4,JAM3,PIK3R3,ACTN1,CLDN6,CLDN1,ROCK2,BCAR1,CDC42

MAP3K2,CGA,ADCY3,HBEGF,GNA11,GNAQ,GRB2,HRAS,JUN,KRAS,MAP3K1,MAP3K3,MAP3K4,MMP2,MMP14,ATF4,NRAS,PLCB3,PRKACA,PRKCD,MAPK1,MAPK3,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K6,MAP2K7,PRKX,RAF1,MAPK12,MAP2K4,SOS1,SOS2,SRC,CALM1,CALM3,PLA2G12A,CAMK2D,CAMK2G,CDC42

SLC9A6,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,UQCR10,MYL3,ATP1A1,ATP1A2,ATP1B1,ATP1B2,ATP1B3,ATP2A2,CACNG7,ACTC1,TNNC1,TNNI3,TNNT2,TPM2,TPM3,UQCRC1,UQCRC2,UQCRH,CACNA2D1,CACNB3,COX7A2L,COX5A

AKT3,CHUK,MAP3K8,AKT1,AKT2,TAB2,TBK1,IFNAR1,IFNAR2,IKBKB,IRF3,JUN,MYD88,NFKB1,NFKBIA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,TOLLIP,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K6,MAP2K7,RAC1,RELA,MAPK12,MAP2K4,SPP1,STAT1,MAP3K7,TRAF3,TRAF6,PIK3R3,RIPK1,FADD TUBA1B,MAP3K2,ADCY3,CSNK1D,LPAR1,GJA1,GNA11,GNAI1,GNAI2,GNAI3,GNAQ,GRB2,HRAS,TUBB2B,KRAS,NRAS,PDGFA,PLCB3,PRKACA,MAPK1,MAPK3,MAPK7,PDGFC,MAP2K1,MAP2K2,MAP2K5,PRKX,RAF1,SOS1,SOS2,SRC,TJP1,TUBA4A,TUBB6,CDK1

AKT3,PPIF,CHUK,AKT1,AKT2,TAB2,GNAI1,GNAI2,GNAI3,BIRC2,HSPA1B,XIAP,HSPA8,IFNGR1,IFNGR2,IKBKB,ITGA6,JAK1,JAK2,LAMB1,LAMC1,LDLR,MYD88,NFKB1,NFKBIA,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K6,BAD,RELA,BCL2L1,MAPK12,STAT1,STAT3,MAP3K7,TGFB1,TGFB2,TNFRSF1A,TRAF6,PLA2G12A,CASP3,CASP9,PIK3R3,SOCS1

AKT3,ADCY3,CHUK,CRK,CRKL,CSK,ADRBK2,AKT1,AKT2,FOXO3,GNAI1,GNAI2,GNAI3,GNB1,GNB2,GNG5,GNG7,GNG10,GRK5,GRK6,GRB2,GSK3A,GSK3B,HRAS,IKBKB,JAK2,KRAS,RHOA,LYN,ARRB1,ARRB2,NFKB1,NFKBIA,NRAS,PAK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,SHC3,PRKACA,PRKCD,MAPK1,MAPK3,GNG12,MAP2K1,PRKX,RAC1,RAC2,RAF1,RAP1B,GNB4,RELA,ROCK1,CXCL12,SHC1,SOS1,SOS2,STAT1,STAT2,STAT3,STAT5B,TIAM1,PIK3R3,WASL,ROCK2,CXCL14,BCAR1,ELMO1,CDC42

AKT3,SPRY1,STAM2,IRF9,PIAS3,CISH,SOCS4,CNTFR,CREBBP,SPRED1,SPRED2,EP300,AKT1,AKT2,CLCF1,GHR,GRB2,SOCS7,IFNAR1,IFNAR2,IFNGR1,IFNGR2,IL6ST,JAK1,JAK2,LIFR,MYC,IL23A,PIAS4,PIK3CA,PIK3CB,PIM1,PIK3R1,PIK3R2,PTPN6,PTPN11,CCND1,BCL2L1,SOS1,SOS2,STAT1,STAT2,STAT3,STAT5B,STAT6,STAM,SPRY4,PIK3R3,PIAS1,SOCS1,CBL,CBLB,SOCS2,CCND2,CCND3,SOCS3

RAMP2,MYL9,GNA13,ADCY3,ADORA2B,MYL6B,EDNRA,ARHGEF12,KCNMB4,GNA11,GNA12,GNAQ,ARAF,KCNMB1,RHOA,MYL6,MYLK,PPP1R12A,PLCB3,PPP1CA,PPP1CC,PRKACA,PRKCD,MAPK1,MAPK3,MAP2K1,MAP2K2,PRKX,RAF1,ACTA2,ROCK1,ACTG2,CALM1,CALM3,PLA2G12A,PPP1R14A,ROCK2,ARHGEF11

TUBA1B,SEC61B,CYBA,ATP6V0E2,DYNC1I2,DYNC1LI2,PIKFYVE,SEC61G,STX12,SEC61A1,TUBB2B,ITGA5,ITGAV,ITGB5,LAMP1,LAMP2,M6PR,DYNC1LI1,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,PIK3C3,ATP6V1E1,ATP6V0B,STX18,ATP6V0A1,ATP6AP1,SEC61A2,RAB5A,RAB5B,RAB5C,RAC1,ACTB,TAP1,TFRC,THBS1,THBS2,THBS3,TUBA4A,DYNC2H1,COLEC12,CALR,CANX,EEA1,STX7,TUBB6,ATP6V0D1,HGS,VAMP3,ATP6V1G1,SEC22B

NFAT5,CHP1,FYN,GRB2,HRAS,ICAM1,IFNAR1,IFNAR2,IFNGR1,IFNGR2,FAS,ARAF,KRAS,NFATC3,NFATC4,NRAS,PAK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN6,PTPN11,RAC1,RAC2,RAC3,RAF1,SHC1,SOS1,SOS2,CASP3,PIK3R3,TNFRSF10B ADCY3,CHP1,PLCD3,ADORA2B,EDNRA,ERBB3,F2R,GNA11,GNAL,GNAQ,SLC25A4,SLC25A5,MYLK,ATP2A2,ATP2B1,ATP2B4,P2RX4,PDE1B,PHKB,PHKG2,PLCB3,PLCD1,PLCG1,PPID,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,PRKX,SPHK2,TNNC1,TRPC1,VDAC1,VDAC2,VDAC3,CALM1,CALM3,CAMK2D,CAMK2G,SPHK1

CNTFR,CSF1,CLCF1,IL17RA,GHR,TNFRSF21,IFNAR1,IFNAR2,IFNGR1,IFNGR2,FAS,IL6ST,KIT,LIFR,MET,NGFR,TNFRSF11B,TNFRSF12A,PDGFA,IL23A,PDGFC,CXCL12,BMP2,BMP7,BMPR1A,BMPR2,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,VEGFA,VEGFB,PLEKHO2,INHBE,TNFRSF10B,ACVR2A,ACVR2B,CXCL14 CDK2,CDK4,CDK6,CDK7,CDKN1A,CDKN1B,STAG1,CDKN2B,ANAPC10,MAD2L2,STAG2,GADD45G,DBF4,YWHAQ,CHEK1,CHEK2,CREBBP,GADD45A,E2F1,E2F3,E2F4,E2F5,EP300,ORC3,CDC26,ABL1,ANAPC13,SFN,GSK3B,ANAPC2,ANAPC4,HDAC1,HDAC2,MAD2L1,SMAD2,SMAD3,SMAD4,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,MDM2,MYC,GADD45B,ATM,ORC1,ORC2,ORC4,ORC5,FZR1,ANAPC7,ANAPC11,PLK1,ATR,PRKDC,RAD21,RB1,RBL1,CCND1,ANAPC1,SKP2,BUB1,BUB1B,TFDP1,TFDP2,TGFB1,TGFB2,TTK,WEE1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,ZBTB17,SMC1A,CDC7,CDC45,MAD1L1,CDC14A,CDC23,CDC16,CCNA2,CCNB1,CCND2,CCND3,CCNE1,CCNH,PKMYT1,SMC3,CCNB2,CCNE2,BUB3,PTTG1,ESPL1,CDK1,CDC6,CDC20,CDC25A,CDC25B,CDC25C,CDC27,RBX1 SNUPN,EIF1,POP7,SRRM1,SAP18,EIF1B,PRMT5,TACC3,NXF1,RPP30,RPP38,PAIP1,POP4,RPP40,RNPS1,POP1,STRAP,DDX20,XPOT,CLNS1A,NUP35,RPP25L,EEF1A1,EEF1A2,EIF2S1,EIF2B1,EIF4A1,EIF4B,EIF4E,EIF4EBP1,EIF4G1,EIF4G2,EIF5,CASC3,NCBP2,ACIN1,NUP205,NUP210,NUP62,GEMIN5,UPF2,PABPC1,NXT1,NUP43,EIF3E,KPNB1,MAGOH,NCBP1,NUP88,NUP98,GEMIN4,NMD3,POP5,PHAX,NUP54,PNN,RPP25,GEMIN8,MAGOHB,ELAC1,NDC1,NUP133,NXT2,NUP107,THOC2,XPO5,RAN,RANBP2,RANGAP1,SENP2,UPF1,ELAC2,SEC13,UPF3B,SMN1,SUMO3,SUMO2,TPR,SUMO1,XPO1,NUP37,DDX39B,THOC6,GEMIN7,GEMIN6,RPP21,NUP85,THOC7,NUP214,AAAS,SEH1L,THOC3,RAE1,THOC5,EIF3A,EIF3B,EIF3C,EIF3D,EIF3F,EIF3G,EIF3H,EIF3I,EIF4G3,PABPC4,EIF2B4,EIF2B2,EIF2B5,EIF2S2,EIF4E2,NUP155,EIF5B,TGS1,NUP93,EIF4A3,NUP153,THOC1 PREB,PDIA6,BCAP31,STUB1,UBE4B,DNAJA2,MARCH6,SEC24B,UBE2E3,SEC23B,SEC23A,HYOU1,SEC24A,HSPH1,MAN1A2,SEC61B,OS9,LMAN2,ERP29,CKAP4,SEC63,MAN1B1,ATF6B,DAD1,DDIT3,DDOST,EIF2S1,STT3B,HSPA4L,ATF6,GANAB,TRAM1,SEC61G,HSPBP1,PPP1R15A,SVIP,AMFR,EIF2AK1,ERLEC1,PDIA3,SEC61A1,UBQLN2,UBQLN1,DNAJB2,DNAJA1,HSPA1B,HSPA5,HSPA8,HSP90AB1,DNAJB1,STT3A,LMAN1,ATXN3,EIF2AK4,ATF4,NFE2L2,P4HB,DERL2,SAR1B,UBE2J1,DNAJC10,DNAJB12,SEC61A2,YOD1,NPLOC4,EDEM2,NGLY1,PRKCSH,NSFL1C,MAPK8,MAPK9,MAP2K7,DNAJC3,UGGT1,UBQLN4,MAN1C1,BAG1,BAK1,BAX,RAD23A,RAD23B,RNF5,RPN1,RPN2,RRBP1,SEC13,SEL1L,DNAJC1,SIL1,SSR1,SSR2,SSR3,SSR4,SEC62,HSP90B1,TRAF2,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UFD1L,VCP,WFS1,XBP1,MOGS,DERL1,TUSC3,EDEM3,UBXN6,CALR,CANX,CAPN1,CAPN2,SYVN1,MBTPS1,PLAA,EIF2AK3,BAG2,SEC24C,EDEM1,HERPUD1,RBX1 PQBP1,SMNDC1,BCAS2,SF3A1,PPIE,PPIH,CHERP,SLU7,PRPF8,USP39,TXNL4A,TCERG1,SF3A3,SF3B2,SNRNP27,LSM6,DDX42,CCDC12,ZMAT2,DDX5,DHX15,HNRNPA3,PUF60,NCBP2,ACIN1,SNRNP200,U2SURP,SF3B3,SF3B1,LSM5,PRPF6,LSM4,SYF2,PRPF31,LSM3,PRPF19,TRA2A,HNRNPA1,HNRNPC,HNRNPK,HNRNPU,HSPA1B,HSPA8,MAGOH,HNRNPM,NCBP1,PCBP1,CRNKL1,CWC15,LSM7,WBP11,PLRG1,MAGOHB,PRPF38B,PRPF40A,RBM22,XAB2,THOC2,LSM2,SRSF1,SRSF2,SRSF3,SRSF4,SRSF6,SRSF7,TRA2B,SNRNP70,SNRPA,SNRPB,SNRPB2,SNRPC,SNRPD1,SNRPD2,SNRPD3,SNRPE,SNRPF,U2AF1,DDX39B,SF3A2,SF3B5,THOC3,DHX16,PHF5A,PRPF38A,PRPF18,SRSF9,BUD31,SART1,PRPF4,PRPF3,EFTUD2,DDX23,AQR,EIF4A3,DDX46,CDC5L,THOC1 RCL1,MPHOSPH10,POP7,EMG1,NXF1,NOP56,RPP30,RPP38,POP4,RPP40,UTP14A,WDR3,POP1,WDR36,RPP25L,CSNK2A1,CSNK2A2,CSNK2B,SPATA5,DKC1,FBL,XRN2,WDR43,GTPBP4,REXO2,GNL3,RRP7A,NOB1,DROSHA,NXT1,GNL2,EIF6,NVL,NMD3,FCF1,UTP18,POP5,NOP58,GAR1,XRN1,GNL3L,RPP25,HEATR1,RBM28,NAT10,IMP3,LSG1,NHP2,RIOK2,UTP6,NXT2,REXO1,PWP2,RAN,NOL6,TAF9,TCOF1,XPO1,EFTUD1,RIOK1,WDR75,UTP15,CIRH1A,IMP4,BMS1 TOB1,MPHOSPH6,C1D,TOB2,BTG3,PAPD7,LSM6,EXOSC8,DDX6,DCP2,DHX36,DCP1B,ENO2,PATL1,XRN2,DIS3,EXOSC7,CNOT1,EXOSC2,SKIV2L2,EDC4,LSM5,PAN3,LSM4,CNOT10,PABPC1,LSM1,LSM3,DCPS,CNOT7,HSPA9,HSPD1,CNOT2,CNOT3,CNOT4,PARN,EXOSC3,EXOSC1,LSM7,EXOSC9,EXOSC10,XRN1,EXOSC4,DCP1A,EXOSC5,CNOT6,LSM2,SKIV2L,BTG1,BTG2,EDC3,WDR61,PNPT1,PABPC4,RQCD1,CNOT8,TTC37,PAN2 UBA2,SAE1,HUWE1,STUB1,UBE4B,ANAPC10,PIAS3,UBE2E3,WWP1,WWP2,UBE2F,DDB1,DDB2,TRIM32,RHOBTB2,FBXW11,MGRN1,PPIL2,CDC26,ANAPC13,RCHY1,HERC4,FBXW8,UBE2S,PRPF19,ANAPC2,ANAPC4,UBE2K,BIRC2,XIAP,MDM2,MAP3K1,MID1,TRIM37,NEDD4,FZR1,UBR5,ANAPC7,UBE2J1,ANAPC11,PIAS4,UBE2R2,DET1,FANCL,UBA6,UBE2W,UBE2Q1,KLHL9,SMURF1,BIRC6,UBE2O,RFWD2,ANAPC1,SMURF2,SKP2,UBE2Z,BRCA1,TCEB1,TCEB2,TRAF6,UBE2B,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UBE2H,UBE2L3,VHL,CUL5,ITCH,SYVN1,CUL4B,CUL4A,CUL3,CUL2,PIAS1,SOCS1,CBL,CBLB,CDC23,CDC16,HERC2,HERC1,BTRC,SOCS3,UBA3,UBE2M,UBE2Q2,TRIP12,UBE4A,RNF7,KEAP1,CUL7,CDC20,CDC27,CDC34,RBX1 AKT3,CDK4,CDK6,CDKN1A,CDKN1B,CHUK,CRK,CRKL,CTBP1,E2F1,E2F3,AKT1,AKT2,ABL1,GRB2,HDAC1,HDAC2,HRAS,IKBKB,ARAF,KRAS,SMAD3,SMAD4,MDM2,MYC,NFKB1,NFKBIA,NRAS,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,MAPK1,MAPK3,MAP2K1,MAP2K2,BAD,PTPN11,RAF1,RB1,CCND1,RELA,BCL2L1,BCR,SHC1,SOS1,SOS2,STAT5B,TGFB1,TGFB2,TGFBR1,TGFBR2,PIK3R3,CBL,CBLB,GAB2

AKT3,SH2B3,SH2B2,FRS2,YWHAQ,PRDM4,CRK,CRKL,CSK,AKT1,AKT2,FOXO3,ABL1,GAB1,RPS6KA6,GRB2,GSK3B,HRAS,IKBKB,IRS1,JUN,KRAS,RHOA,ARHGDIA,ARHGDIB,MAP3K1,MAP3K3,ATF4,NFKB1,NFKBIA,NGFR,NRAS,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,PRKCD,MAPK1,MAPK3,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K7,PSEN1,PSEN2,BAD,KIDINS220,PTPN11,BAX,RAC1,RAF1,RAP1B,RELA,RPS6KA2,RPS6KA3,SORT1,MAPK12,SHC1,SOS1,SOS2,TRAF6,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,IRS4,PIK3R3,IRS2,RIPK2,MAPKAPK2,MAGED1,CDC42

NME6,POLR3F,POLR3G,POLR3C,POLD3,POLR3A,CANT1,UPRT,DCK,DCTD,POLR3H,DHODH,DUT,NT5C2,POLA2,POLR1A,NME7,NT5C,ZNRD1,NUDT2,ITPA,NME3,NME4,PNP,AK3,POLR1D,CMPK1,POLR3K,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,UCKL1,PRIM1,POLR3B,CTPS2,POLE4,POLD4,RRM1,RRM2,POLR1E,POLR3D,TK1,TYMS,UCK2,UMPS,CAD,UCK1,POLR1B,PNPT1,POLR1C,ENTPD6,ENTPD5,ENTPD4,CDA SRRM1,SAP18,NXF1,HBS1L,CPSF4,PAPOLA,RNPS1,CLP1,NUDT21,CPSF6,CSTF1,CSTF2,CSTF3,ETF1,CASC3,NCBP2,ACIN1,CSTF2T,SMG6,SMG5,GSPT2,UPF2,DAZAP1,PABPC1,NXT1,GSPT1,CPSF1,MAGOH,MSI1,NCBP1,PCF11,CPSF3,CPSF2,PNN,MAGOHB,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R3A,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP2R2D,NXT2,UPF1,PAPOLG,UPF3B,DDX39B,CPSF7,PABPN1,SYMPK,RNMT,RNGTT,PABPC4,EIF4A3,SMG7

WASF2,WASF3,CREBBP,CSNK2A1,CSNK2A2,CSNK2B,CTNNA1,CTNNB1,CTNND1,EP300,FER,FYN,IGF1R,INSR,RHOA,LMO7,SMAD2,SMAD3,SMAD4,MET,MLLT4,LEF1,NLK,ACP1,MAPK1,MAPK3,PTPN1,PTPN6,PTPRJ,PVRL2,RAC1,RAC2,RAC3,ACTB,SNAI2,SNAI1,SRC,MAP3K7,TCF7L2,TGFBR1,TGFBR2,TJP1,VCL,YES1,ACTN4,TCF7L1,ACTN1,IQGAP1,WASF1,WASL,CDC42,CDH1 DNAL4,ATP5H,CREB3,DCTN2,PPARGC1A,AP2M1,AP2S1,CLTA,CLTB,CLTC,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CREB1,CREBBP,CYC1,AP2A1,AP2A2,AP2B1,DCTN1,EP300,RCOR1,GNAQ,GPX1,SLC25A4,SLC25A5,UQCR10,HTT,HDAC1,HDAC2,HIP1,APAF1,NDUFS7,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,DCTN4,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,NDUFB11,PPID,IFT57,NDUFA12,BAX,REST,SDHA,SDHB,SDHC,CREB3L2,SOD1,SP1,TAF4B,TBP,TFAM,TGM2,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,DNAL1,CASP3,CASP9,CREB3L1,COX7A2L,COX5A,TBPL1 AKT3,CDK4,CDK6,RALBP1,CHUK,E2F1,E2F3,AKT1,AKT2,IKBKB,ARAF,JAK1,KRAS,SMAD2,SMAD3,SMAD4,NFKB1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,BAD,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RB1,CCND1,RELA,BCL2L1,BRCA2,STAT1,STAT3,TGFB1,TGFB2,TGFBR1,TGFBR2,VEGFA,VEGFB,CASP9,PIK3R3,CDC42

CDK2,ANAPC10,MAD2L2,ADCY3,YWHAQ,CHP1,SGOL1,FBXW11,CDC26,ANAPC13,FBXO5,RPS6KA6,FBXO43,ANAPC2,ANAPC4,IGF1R,AR,MAD2L1,ANAPC7,ANAPC11,PLK1,PPP1CA,PPP1CC,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK1,MAPK3,MAP2K1,PRKX,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,AURKA,BUB1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,SMC1A,CDC23,CDC16,CCNB1,BTRC,CCNE1,PKMYT1,SMC3,CCNB2,CCNE2,PTTG1,ESPL1,SLK,CDK1,CDC20,CDC25C,CDC27,RBX1

AKT3,CDK2,CDKN1A,CDKN1B,CREB3,CHUK,CREB1,CREBBP,CTNNB1,E2F1,E2F3,EP300,AKT1,AKT2,FOXO1,MTOR,GRB2,GSK3B,GSTP1,HRAS,HSP90AB1,IGF1R,IKBKB,AR,ARAF,KRAS,MDM2,ATF4,NFKB1,NFKBIA,NRAS,LEF1,PDGFA,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,MAPK1,MAPK3,PDGFC,MAP2K1,MAP2K2,BAD,PTEN,RAF1,RB1,CCND1,RELA,CREB3L2,SOS1,SOS2,TCF7L2,HSP90B1,TCF7L1,CASP9,PIK3R3,CCNE1,CREB3L1,CCNE2 AP1M2,AP3S2,NPC2,AP4B1,CTSC,AP3M2,AP4S1,AP1S1,TPP1,CLN5,CLTA,CLTB,CLTC,AP1S3,CTNS,CTSB,CTSD,CTSZ,AP1B1,AP1G1,AGA,GGA2,GGA3,AP4E1,PLA2G15,GAA,MFSD8,GALNS,GGA1,GBA,SLC17A5,AP3M1,GLA,GLB1,GM2A,GNS,GUSB,HEXB,IGF2R,LAMP1,LAMP2,M6PR,ARSA,MANBA,ASAH1,NAGA,NAGLU,NEU1,NPC1,SLC11A2,NAGPA,ATP6V0C,ACP2,ATP6V0B,ATP6V0A1,ATP6AP1,CTSA,LAPTM4B,PPT1,LGMN,PSAP,MCOLN1,SORT1,SGSH,SMPD1,GNPTG,AP3B1,CD164,AP1S2,AP1M1,AP3D1,ATP6V0D1,AP4M1,SCARB2,ENTPD4,CD63,LAPTM4A AKT3,PAK4,EGLN3,CREBBP,CRK,CRKL,EP300,AKT1,AKT2,ETS1,GAB1,GRB2,HIF1A,HRAS,ARAF,JUN,KRAS,ARNT,MET,NRAS,PAK1,PAK2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,EGLN1,MAPK1,MAPK3,MAP2K1,MAP2K2,PTPN11,RAC1,RAF1,RAP1B,SLC2A1,SOS1,SOS2,TCEB1,TCEB2,TGFB1,TGFB2,VEGFA,VEGFB,VHL,CUL2,PIK3R3,RBX1,CDC42 CDK2,CDK4,CDK6,CDKN1A,GADD45G,CHEK1,CHEK2,SESN3,DDB2,GADD45A,RCHY1,SESN1,SFN,APAF1,IGFBP3,FAS,MDM2,MDM4,GADD45B,ATM,SERPINE1,SHISA5,GTSE1,CYCS,ATR,PTEN,BAX,CCND1,RRM2,PERP,RFWD2,ZMAT3,THBS1,TSC2,CASP3,SESN2,CASP9,PPM1D,TNFRSF10B,CCNB1,CCND2,CCND3,CCNE1,CCNG1,CCNB2,CCNE2,EI24,CDK1

AKT3,FLOT1,SH2B2,PPARGC1A,SOCS4,CRK,CRKL,EIF4E,EIF4EBP1,AKT1,AKT2,FASN,FOXO1,FLOT2,EXOC7,MTOR,MKNK2,GRB2,GSK3B,GYS1,ACACA,HRAS,IKBKB,INSR,IRS1,ARAF,KRAS,NRAS,PCK2,PDE3B,PDPK1,INPP5K,PHKB,PHKG2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PPP1R3C,PRKAA2,PRKAB1,PRKAB2,PRKACA,PRKAG1,PRKAR1A,PRKAR2A,PRKAR2B,PRKCI,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,PRKX,BAD,PTPN1,PYGB,RAF1,RHEB,RPS6,RPS6KB1,RPS6KB2,SHC1,SOS1,SOS2,TSC2,PPP1R3B,CALM1,CALM3,IRS4,PIK3R3,MKNK1,SOCS1,IRS2,CBL,CBLB,SOCS2,SOCS3,TRIP10,EIF4E2 PDCD6IP,DNM1L,RNF41,STAM2,STAMBP,EHD1,RAB31,WWP1,SNF8,VPS45,AGAP1,AP2M1,AP2S1,CLTA,CLTB,CLTC,CHMP4B,ADRBK2,AP2A1,DAB2,AP2A2,AP2B1,DNM2,EPS15,ERBB3,F2R,RAB11FIP2,EPN2,PSD3,PIP5K1C,ACAP2,CHMP2B,LDLRAP1,ARFGAP3,VPS4A,CHMP2A,GRK5,GRK6,GIT1,EPN1,SH3KBP1,EHD4,EHD3,EHD2,HRAS,HSPA1B,HSPA8,IGF1R,KIT,ARF6,RHOA,LDLR,ARRB1,SMAD2,SMAD3,ARRB2,SMAD7,MDM2,MET,NEDD4,ASAP1,PARD6A,VPS36,SH3GLB1,VPS28,CHMP5,VTA1,VPS37C,ARFGAP1,PRKCI,SH3GLB2,SMURF1,RAB22A,RAB4A,RAB5A,RAB5B,RAB5C,SMAP1,ARAP3,SH3GL1,SH3GL2,SMAP2,SMURF2,SRC,TFRC,TGFB1,TGFB2,TGFBR1,TGFBR2,TRAF6,TSG101,CHMP6,VPS37B,RUFY1,STAM,ITCH,EEA1,VPS25,ARFGAP2,PARD6G,PARD6B,CAV1,CAV2,CBL,CBLB,RAB11A,MVB12B,USP8,RABEP1,HGS,RAB11B,VPS4B,RAB11FIP3,ZFYVE16,GIT2,IQSEC1,CDC42

DNM1L,ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,MAD2L2,ARPC1A,CLTA,CLTB,CLTC,CRK,CRKL,CTNNA1,CTNNB1,DNM2,DOCK1,CTTN,CD2AP,GAB1,ILK,ITGA5,RHOA,RHOG,MET,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,RAC1,ACTB,SHC1,SRC,VCL,ARHGAP10,ARPC5L,PIK3R3,CAV1,CAV2,CBL,CBLB,WASF1,WASL,BCAR1,ELMO1,CDC42,CDH1 NFAT5,FZD10,CHP1,CREBBP,PRICKLE1,CSNK1E,CSNK2A1,CSNK2A2,CSNK2B,CTBP1,CTNNB1,PRICKLE2,DVL2,DVL3,EP300,DKK1,DAAM1,FBXW11,FZD2,CACYBP,GSK3B,APC,JUN,RHOA,LRP6,SMAD2,SMAD3,SMAD4,MYC,NFATC3,NFATC4,LEF1,NLK,PLCB3,PPARD,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK8,MAPK9,PRKX,PSEN1,CTNNBIP1,VANGL2,CHD8,RAC1,RAC2,RAC3,SENP2,CCND1,ROCK1,SFRP1,SFRP2,PORCN,MAP3K7,TCF7L2,WNT8A,FZD5,TBL1XR1,FZD3,FOSL1,CAMK2D,CAMK2G,VANGL1,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,NKD1,NKD2,RUVBL1,CCND2,BTRC,CCND3,CER1,ROCK2,RBX1

AKT3,CDKN1A,CDKN1B,PAK4,CRK,CRKL,HBEGF,EIF4EBP1,ERBB3,AKT1,AKT2,MTOR,ABL1,GAB1,ABL2,GRB2,GSK3B,NRG1,HRAS,ARAF,JUN,KRAS,MYC,NCK1,NRAS,PAK1,PAK2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K7,BAD,RAF1,RPS6KB1,RPS6KB2,MAP2K4,SHC1,SOS1,SOS2,SRC,STAT5B,CAMK2D,CAMK2G,NCK2,PIK3R3,CBL,CBLB AKT3,CDK2,ANAPC10,MAD2L2,ADCY3,AKT1,AKT2,CDC26,ANAPC13,RPS6KA6,GNAI1,GNAI2,GNAI3,ANAPC2,ANAPC4,HSP90AB1,IGF1R,ARAF,KRAS,MAD2L1,FZR1,PDE3B,ANAPC7,ANAPC11,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLK1,PRKACA,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,PRKX,RAF1,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,BUB1,MAD1L1,PIK3R3,CDC23,CDC16,CCNA2,CCNB1,PKMYT1,CCNB2,CDK1,CDC25A,CDC25B,CDC25C,CDC27 ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C

AKT3,CDK2,CDK4,CDK6,CDKN1A,CDKN1B,CDKN2B,TFG,PIAS3,RALBP1,FZD10,EGLN3,CHUK,CREBBP,CRK,CRKL,CTBP1,CTNNA1,CTNNB1,DAPK1,DAPK3,DVL2,DVL3,E2F1,E2F3,EP300,AKT1,AKT2,ETS1,FGF2,FGF8,FOXO1,MTOR,ABL1,FZD2,GLI1,GLI2,GLI3,GRB2,GSK3B,GSTP1,HDAC1,HDAC2,HIF1A,APC,HRAS,BIRC2,XIAP,BIRC5,HSP90AB1,IGF1R,FAS,IKBKB,ITGA6,AR,ITGA3,ITGAV,ARAF,JAK1,JUN,JUP,KIT,KRAS,RHOA,LAMB1,LAMC1,ARNT,SMAD2,SMAD3,SMAD4,MAX,MDM2,MET,MLH1,MMP2,MSH2,MSH3,MYC,NFKB1,NFKB2,NFKBIA,NRAS,LEF1,PDGFA,PIAS4,SUFU,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,CYCS,EGLN1,PPARD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,BAD,PTEN,BAX,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RARA,RB1,CCND1,RELA,BCL2L1,BCR,RXRA,RXRB,BMP2,SKP2,SLC2A1,BMP4,SMO,SOS1,SOS2,BRCA2,STAT1,STAT3,STAT5B,STK4,TCEB1,TCEB2,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,TPM3,TPR,HSP90B1,TRAF2,TRAF3,TRAF6,VEGFA,VEGFB,VHL,WNT8A,FZD5,FZD3,CCDC6,NCOA4,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,CASP3,CASP9,CUL2,PIK3R3,PIAS1,RUNX1T1,CBL,CBLB,FADD,FGF17,CCNE1,CCNE2,TRAF4,RBX1,CDC42,CDH1

ADAM10,CDK5,ATP5H,CHP1,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,ATF6,NCSTN,BACE1,BACE2,GAPDH,GNAQ,GSK3B,UQCR10,HSD17B10,APAF1,IDE,APOE,APP,FAS,NDUFS7,MME,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP2A2,ATP5A1,ATP5C1,NDUFA13,APH1A,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,NDUFB11,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PSENEN,MAPK1,MAPK3,NDUFA12,PSEN1,PSEN2,BAD,SDHA,SDHB,SDHC,SNCA,ADAM17,TNFRSF1A,UQCRC1,UQCRC2,UQCRH,CALM1,CALM3,CAPN1,CAPN2,CASP3,CASP9,FADD,CDK5R1,NAE1,COX7A2L,COX5A,EIF2AK3

RPL35,RPL22L1,FAU,RPL13A,RPL36,MRPL13,RPL10A,RSL24D1,RPL3,RPL7A,RPL8,RPL12,RPL13,RPL15,RPL17,RPL19,RPL22,RPL23A,RPL26,RPL27,RPL27A,RPL28,RPL31,RPL32,RPL35A,RPL36AL,RPL37,RPL37A,RPLP0,RPLP1,RPLP2,RPS3,RPS5,RPS6,RPS7,RPS8,RPS9,RPS11,RPS12,RPS13,RPS14,RPS15,RPS15A,RPS16,RPS19,RPS20,RPS21,RPS23,RPS25,RPS26,RPS27,RPS28,RPS29,UBA52,RPL14,RPL23

ATP5H,PARK7,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,HTRA2,GPR37,SLC25A4,SLC25A5,UQCR10,APAF1,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP5E,UBE2J1,ATP5F1,ATP5G1,ATP5G3,ATP5J,CYCS,NDUFB11,PPID,NDUFA12,SDHA,SDHB,SDHC,PINK1,SNCA,UBE2G1,UBE2G2,UBE2L3,UCHL1,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,CASP3,CASP9,COX7A2L,COX5A CDKN2B,FST,CREBBP,E2F4,E2F5,EP300,ID1,ID2,ID3,ID4,RHOA,SMAD1,SMAD2,SMAD3,SMAD4,SMAD5,SMAD7,MYC,NODAL,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,MAPK1,MAPK3,SMURF1,RBL1,ROCK1,RPS6KB1,RPS6KB2,SMURF2,BMP2,BMP4,BMP7,BMPR1A,BMPR2,SP1,TFDP1,TGFB1,TGFB2,TGFBR1,TGFBR2,THBS1,THBS2,THBS3,INHBE,ACVR2A,ACVR2B,ROCK2,ZFYVE16,RBX1 ADAM10,NOD1,CHUK,CSK,ATP6V0E2,HBEGF,GIT1,IKBKB,JUN,LYN,MET,NFKB1,NFKBIA,PAK1,F11R,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,PLCG1,ATP6V0A1,ATP6AP1,MAPK8,MAPK9,PTPN11,JAM2,RAC1,RELA,MAPK12,MAP2K4,SRC,ADAM17,TJP1,CASP3,JAM3,MAP3K14,ATP6V0D1,ATP6V1G1,CDC42 COX17,ATP5H,ATP5L,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CYC1,ATP6V0E2,UQCR10,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP6V1D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,ATP6V0A1,ATP6AP1,NDUFB11,PPA1,NDUFA12,SDHA,SDHB,SDHC,LHPP,UQCRC1,UQCRC2,UQCRH,ATP6V0D1,COX7A2L,COX5A,ATP6V1G1 CDK5,PAK4,SEMA3A,SEMA4F,SEMA4D,SEMA4B,SEMA3C,CFL1,NFAT5,CHP1,UNC5D,DPYSL2,EFNA1,EFNA2,EFNA3,EFNA4,EFNA5,EFNB1,EFNB2,EFNB3,EPHA2,EPHA1,EPHA4,EPHB3,EPHB4,EPHB6,UNC5B,ARHGEF12,SRGAP2,PLXNB2,ABL1,FYN,RND1,GNAI1,GNAI2,GNAI3,GSK3B,RHOD,HRAS,KRAS,RHOA,LIMK1,MET,NCK1,NFATC3,NFATC4,NRAS,PAK1,PAK2,PLXNA1,PLXNB1,SEMA4C,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,DPYSL5,SEMA6A,SEMA4G,RAC1,RAC2,RAC3,RASA1,ROBO1,ROCK1,CXCL12,SEMA3F,NCK2,ROCK2,SEMA3E,CDC42

ADA,NME6,PAICS,POLR3F,POLR3G,POLR3C,POLD3,ADCY3,POLR3A,NUDT5,ADSSL1,CANT1,ADK,ADSL,ADSS,DCK,POLR3H,AK2,AK4,NT5C2,POLA2,POLR1A,GART,GMPR,GUK1,NME7,NT5C,ZNRD1,NUDT2,APRT,IMPDH1,IMPDH2,ITPA,ATIC,NME3,NME4,PNP,POLR1D,GMPR2,PDE3B,PDE6D,PDE7A,PDE8A,PDE9A,PDE1B,POLR3K,PFAS,PGM1,NUDT9,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,PPAT,PGM2,PRIM1,POLR3B,PRPS1,POLE4,ADPRM,POLD4,PRUNE,RRM1,RRM2,POLR1E,POLR3D,POLR1B,NTPCR,PDE5A,PNPT1,GMPS,PAPSS1,POLR1C,ENTPD6,ENTPD5,ENTPD4

ACOT8,SLC25A17,PMVK,DHRS4,PXMP4,CRAT,ECH1,EPHX2,ABCD1,ACSL3,ACSL4,AMACR,PRDX5,DECR2,HMGCL,HSD17B4,IDH2,GSTK1,MPV17,MVK,PRDX1,ACOX1,PIPOX,PEX7,PEX10,PEX12,PEX13,PHYH,PEX26,PECR,PEX19,ABCD3,PXMP2,PEX2,PEX5,SCP2,SOD1,ACOX3,NUDT12,FAR1,GNPAT,PEX3,AGPS,PEX11B,PEX11A,PEX11G

AKT3,OCLN,NR1H3,PSME3,CDKN1A,IRF9,PIAS3,CHUK,CLDN3,CLDN7,CLDN23,CLDN19,EIF2S1,AKT1,AKT2,EIF2AK1,GRB2,TBK1,GSK3B,HRAS,IFNAR1,IFNAR2,IKBKB,EIF3E,IRF3,ARAF,JAK1,KRAS,LDLR,EIF2AK4,NFKB1,NFKBIA,NRAS,PIAS4,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R2D,MAPK1,MAPK3,MAPK8,MAPK9,BAD,MAVS,RAF1,RELA,RXRA,MAPK12,SOS1,SOS2,STAT1,STAT2,STAT3,TNFRSF1A,TRAF2,TRAF3,TRAF6,PIK3R3,PIAS1,RIPK1,SOCS3,CLDN6,CLDN1,EIF2AK3,CD81

AKT3,CHP1,CHUK,DFFA,ENDOG,AKT1,AKT2,ENDOD1,APAF1,BIRC2,XIAP,FAS,IKBKB,MYD88,ATM,NFKB1,NFKBIA,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,PRKAR1A,PRKAR2A,PRKAR2B,PRKX,BAD,BAX,RELA,BCL2L1,TNFRSF1A,TRAF2,CAPN1,CAPN2,CASP3,CASP6,CASP9,PIK3R3,RIPK1,FADD,TNFRSF10B,CFLAR,MAP3K14 AKT3,OCLN,CDK4,MYL12B,MYL9,MYL12A,CLDN3,CLDN7,CLDN23,CSNK2A1,CSNK2A2,CSNK2B,CLDN19,CTNNA1,CTNNB1,CTTN,AKT1,AKT2,RRAS2,MRAS,EPB41L3,MAGI3,GNAI1,GNAI2,GNAI3,HRAS,KRAS,RHOA,LLGL1,MLLT4,MYH9,MYH10,NRAS,F11R,PARD6A,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PRKCD,PRKCI,PPP2R2D,PTEN,CGN,JAM2,MYL7,RAB3B,RAB13,ACTB,RRAS,MPP5,SPTAN1,SRC,TJP1,YES1,ACTN4,SYMPK,JAM3,PARD6G,PARD6B,CASK,ACTN1,MPDZ,CLDN6,CLDN1,VAPA,TJAP1,MAGI2,CDC42 AKT3,CDK4,PAK4,NFAT5,MALT1,CHP1,CHUK,MAP3K8,DLG1,AKT1,AKT2,FYN,GRB2,GSK3B,HRAS,IKBKB,JUN,KRAS,RHOA,NCK1,NFATC3,NFATC4,NFKB1,NFKBIA,NRAS,PAK1,PAK2,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,MAPK9,MAP2K1,MAP2K2,MAP2K7,PTPN6,RAF1,RELA,MAPK12,SOS1,SOS2,MAP3K7,NCK2,PIK3R3,CBL,CBLB,BCL10,MAP3K14,CDC42

AKT3,DNM1L,ARPC4,ARPC3,ARPC1B,ARPC2,WASF2,ARPC1A,CFL1,WASF3,CRK,CRKL,DNM2,AKT1,AKT2,PIP5K1C,ARF6,LIMK1,LYN,MARCKS,MYO10,PAK1,ASAP1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PRKCD,MAPK1,MAPK3,MAP2K1,SPHK2,RAC1,RAC2,RAF1,RPS6KB1,RPS6KB2,MARCKSL1,VASP,ARPC5L,PIK3R3,SPHK1,WASF1,WASL,GAB2,CDC42

AKT3,MAP3K2,GADD45G,DUSP14,CHP1,CHUK,MAP3K8,ATF2,CRK,CRKL,DAXX,GADD45A,DDIT3,DUSP1,DUSP3,DUSP5,DUSP6,DUSP7,AKT1,AKT2,FGF2,FGF8,RRAS2,MRAS,TAB2,FLNA,MAPK8IP3,FLNB,FLNC,RPS6KA6,GNA12,MKNK2,GRB2,HRAS,HSPA1B,HSPA8,HSPB1,FAS,IKBKB,JUN,JUND,KRAS,ARRB1,ARRB2,MAX,MAP3K1,MAP3K3,MAP3K4,MAP3K11,MYC,GADD45B,ATF4,NF1,NFATC4,NFKB1,NFKB2,NRAS,PAK1,PAK2,ECSIT,PDGFA,NLK,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PPP5C,PRKACA,MAPK1,MAPK3,GNG12,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K6,MAP2K7,PRKX,DUSP22,TAOK1,RAC1,RAC2,RAC3,RAF1,RAP1B,RASA1,CACNG7,RELA,RPS6KA2,RPS6KA3,RRAS,MAPK12,MAP2K4,SOS1,SOS2,SRF,STK4,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,MAP3K12,CACNA2D1,CACNB3,MAPKAPK3,DUSP16,PLA2G12A,CASP3,MAP4K3,MAPKAPK5,MKNK1,LAMTOR3,FGF17,MAP3K14,MAPKAPK2,MAP4K4,RAPGEF2,CDC25B,CDC42 AKT3,PAK4,MYL12B,MYL9,MYL12A,CRK,CRKL,CTNNB1,DIAPH1,DOCK1,AKT1,AKT2,FLNA,FLNB,FLNC,PIP5K1C,FYN,GRB2,ARHGAP35,GSK3B,HRAS,BIRC2,XIAP,IGF1R,ILK,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,JUN,RHOA,LAMB1,LAMC1,MET,MYLK,PPP1R12A,PAK1,PAK2,PDGFA,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PARVA,MAPK1,MAPK3,MAPK8,MAPK9,PDGFC,MAP2K1,BAD,PTEN,MYL7,RAC1,RAC2,RAC3,RAF1,RAP1B,CCND1,ACTB,ROCK1,SHC1,SOS1,SOS2,SPP1,SRC,THBS1,THBS2,THBS3,TLN1,VASP,VCL,VEGFA,VEGFB,VTN,ZYX,ACTN4,CAPN2,TLN2,PIK3R3,CAV1,CAV2,ACTN1,CCND2,CCND3,ROCK2,BCAR1,CDC42 ARPC4,ARPC3,ARPC1B,ARPC2,ABI2,WASF2,PAK4,MYL12B,MYL9,ARPC1A,MYL12A,GNA13,CFL1,NCKAP1,IQGAP2,CRK,CRKL,CSK,DIAPH1,DOCK1,PIKFYVE,F2R,FGD1,FGF2,FGF8,RRAS2,MRAS,ARHGEF12,PIP5K1C,CYFIP2,GNA12,GIT1,ARHGAP35,APC,HRAS,ITGA6,ITGA3,ITGA5,ITGAV,ARAF,ITGB5,ITGB8,KRAS,RHOA,LIMK1,MSN,MYH9,MYH10,MYLK,PPP1R12A,NRAS,PAK1,PAK2,PDGFA,PFN1,PFN2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PIP4K2A,PPP1CA,PPP1CC,ENAH,MAPK1,MAPK3,GNG12,PDGFC,MAP2K1,MAP2K2,MYL7,RAC1,RAC2,RAC3,RAF1,RDX,ACTB,ROCK1,RRAS,SOS1,SOS2,TIAM1,TMSB4X,VCL,EZR,PIP4K2C,ACTN4,ARPC5L,PIP4K2B,PIK3R3,ACTN1,FGF17,IQGAP1,ARHGEF7,WASF1,WASL,ROCK2,BCAR1,CDC42

AKT3,CHUK,AKT1,AKT2,GNA11,GNAI1,GNAI2,GNAI3,GNAL,GNAQ,IFNGR1,IFNGR2,FAS,IKBKB,JUN,SMAD2,SMAD3,MYD88,NFKB1,NFKBIA,SERPINE1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R2D,MAPK1,MAPK3,MAPK8,MAPK9,RELA,MAPK12,MAP2K4,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF6,CALR,PIK3R3,FADD,CFLAR

AKT3,IRF9,CHUK,CREB1,CSF1,CYBA,AKT1,AKT2,TAB2,FYN,GRB2,IFNAR1,IFNAR2,IFNGR1,IFNGR2,IKBKB,JAK1,JUN,JUNB,JUND,NFKB1,NFKB2,NFKBIA,TNFRSF11B,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP3CA,PPP3CB,PPP3CC,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K6,MAP2K7,RAC1,RELA,MAPK12,STAT1,STAT2,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,FOSL1,PIK3R3,SOCS1,MAP3K14,SOCS3,GAB2

OCLN,MYL12B,MYL9,MYL12A,CLDN3,CLDN7,CLDN23,CLDN19,CTNNA1,CTNNB1,CTNND1,CYBA,GNAI1,GNAI2,GNAI3,ARHGAP35,ICAM1,RHOA,MLLT4,MMP2,MSN,F11R,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,PTPN11,JAM2,MYL7,RAC1,RAC2,RAP1B,ACTB,ROCK1,MAPK12,CXCL12,THY1,VASP,VCL,EZR,ACTN4,JAM3,PIK3R3,ACTN1,CLDN6,CLDN1,ROCK2,BCAR1,CDC42 AKT3,PPIF,CHUK,AKT1,AKT2,TAB2,GNAI1,GNAI2,GNAI3,BIRC2,HSPA1B,XIAP,HSPA8,IFNGR1,IFNGR2,IKBKB,ITGA6,JAK1,JAK2,LAMB1,LAMC1,LDLR,MYD88,NFKB1,NFKBIA,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,CYCS,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K6,BAD,RELA,BCL2L1,MAPK12,STAT1,STAT3,MAP3K7,TGFB1,TGFB2,TNFRSF1A,TRAF6,PLA2G12A,CASP3,CASP9,PIK3R3,SOCS1

AKT3,ADCY3,CHUK,CRK,CRKL,CSK,ADRBK2,AKT1,AKT2,FOXO3,GNAI1,GNAI2,GNAI3,GNB1,GNB2,GNG5,GNG7,GNG10,GRK5,GRK6,GRB2,GSK3A,GSK3B,HRAS,IKBKB,JAK2,KRAS,RHOA,LYN,ARRB1,ARRB2,NFKB1,NFKBIA,NRAS,PAK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,SHC3,PRKACA,PRKCD,MAPK1,MAPK3,GNG12,MAP2K1,PRKX,RAC1,RAC2,RAF1,RAP1B,GNB4,RELA,ROCK1,CXCL12,SHC1,SOS1,SOS2,STAT1,STAT2,STAT3,STAT5B,TIAM1,PIK3R3,WASL,ROCK2,CXCL14,BCAR1,ELMO1,CDC42

AKT3,SPRY1,STAM2,IRF9,PIAS3,CISH,SOCS4,CNTFR,CREBBP,SPRED1,SPRED2,EP300,AKT1,AKT2,CLCF1,GHR,GRB2,SOCS7,IFNAR1,IFNAR2,IFNGR1,IFNGR2,IL6ST,JAK1,JAK2,LIFR,MYC,IL23A,PIAS4,PIK3CA,PIK3CB,PIM1,PIK3R1,PIK3R2,PTPN6,PTPN11,CCND1,BCL2L1,SOS1,SOS2,STAT1,STAT2,STAT3,STAT5B,STAT6,STAM,SPRY4,PIK3R3,PIAS1,SOCS1,CBL,CBLB,SOCS2,CCND2,CCND3,SOCS3

TUBA1B,SEC61B,CYBA,ATP6V0E2,DYNC1I2,DYNC1LI2,PIKFYVE,SEC61G,STX12,SEC61A1,TUBB2B,ITGA5,ITGAV,ITGB5,LAMP1,LAMP2,M6PR,DYNC1LI1,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,PIK3C3,ATP6V1E1,ATP6V0B,STX18,ATP6V0A1,ATP6AP1,SEC61A2,RAB5A,RAB5B,RAB5C,RAC1,ACTB,TAP1,TFRC,THBS1,THBS2,THBS3,TUBA4A,DYNC2H1,COLEC12,CALR,CANX,EEA1,STX7,TUBB6,ATP6V0D1,HGS,VAMP3,ATP6V1G1,SEC22B

CDK2,CDK4,CDK6,CDK7,CDKN1A,CDKN1B,STAG1,CDKN2B,ANAPC10,MAD2L2,STAG2,GADD45G,DBF4,YWHAQ,CHEK1,CHEK2,CREBBP,GADD45A,E2F1,E2F3,E2F4,E2F5,EP300,ORC3,CDC26,ABL1,ANAPC13,SFN,GSK3B,ANAPC2,ANAPC4,HDAC1,HDAC2,MAD2L1,SMAD2,SMAD3,SMAD4,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,MDM2,MYC,GADD45B,ATM,ORC1,ORC2,ORC4,ORC5,FZR1,ANAPC7,ANAPC11,PLK1,ATR,PRKDC,RAD21,RB1,RBL1,CCND1,ANAPC1,SKP2,BUB1,BUB1B,TFDP1,TFDP2,TGFB1,TGFB2,TTK,WEE1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,ZBTB17,SMC1A,CDC7,CDC45,MAD1L1,CDC14A,CDC23,CDC16,CCNA2,CCNB1,CCND2,CCND3,CCNE1,CCNH,PKMYT1,SMC3,CCNB2,CCNE2,BUB3,PTTG1,ESPL1,CDK1,CDC6,CDC20,CDC25A,CDC25B,CDC25C,CDC27,RBX1 SNUPN,EIF1,POP7,SRRM1,SAP18,EIF1B,PRMT5,TACC3,NXF1,RPP30,RPP38,PAIP1,POP4,RPP40,RNPS1,POP1,STRAP,DDX20,XPOT,CLNS1A,NUP35,RPP25L,EEF1A1,EEF1A2,EIF2S1,EIF2B1,EIF4A1,EIF4B,EIF4E,EIF4EBP1,EIF4G1,EIF4G2,EIF5,CASC3,NCBP2,ACIN1,NUP205,NUP210,NUP62,GEMIN5,UPF2,PABPC1,NXT1,NUP43,EIF3E,KPNB1,MAGOH,NCBP1,NUP88,NUP98,GEMIN4,NMD3,POP5,PHAX,NUP54,PNN,RPP25,GEMIN8,MAGOHB,ELAC1,NDC1,NUP133,NXT2,NUP107,THOC2,XPO5,RAN,RANBP2,RANGAP1,SENP2,UPF1,ELAC2,SEC13,UPF3B,SMN1,SUMO3,SUMO2,TPR,SUMO1,XPO1,NUP37,DDX39B,THOC6,GEMIN7,GEMIN6,RPP21,NUP85,THOC7,NUP214,AAAS,SEH1L,THOC3,RAE1,THOC5,EIF3A,EIF3B,EIF3C,EIF3D,EIF3F,EIF3G,EIF3H,EIF3I,EIF4G3,PABPC4,EIF2B4,EIF2B2,EIF2B5,EIF2S2,EIF4E2,NUP155,EIF5B,TGS1,NUP93,EIF4A3,NUP153,THOC1 PREB,PDIA6,BCAP31,STUB1,UBE4B,DNAJA2,MARCH6,SEC24B,UBE2E3,SEC23B,SEC23A,HYOU1,SEC24A,HSPH1,MAN1A2,SEC61B,OS9,LMAN2,ERP29,CKAP4,SEC63,MAN1B1,ATF6B,DAD1,DDIT3,DDOST,EIF2S1,STT3B,HSPA4L,ATF6,GANAB,TRAM1,SEC61G,HSPBP1,PPP1R15A,SVIP,AMFR,EIF2AK1,ERLEC1,PDIA3,SEC61A1,UBQLN2,UBQLN1,DNAJB2,DNAJA1,HSPA1B,HSPA5,HSPA8,HSP90AB1,DNAJB1,STT3A,LMAN1,ATXN3,EIF2AK4,ATF4,NFE2L2,P4HB,DERL2,SAR1B,UBE2J1,DNAJC10,DNAJB12,SEC61A2,YOD1,NPLOC4,EDEM2,NGLY1,PRKCSH,NSFL1C,MAPK8,MAPK9,MAP2K7,DNAJC3,UGGT1,UBQLN4,MAN1C1,BAG1,BAK1,BAX,RAD23A,RAD23B,RNF5,RPN1,RPN2,RRBP1,SEC13,SEL1L,DNAJC1,SIL1,SSR1,SSR2,SSR3,SSR4,SEC62,HSP90B1,TRAF2,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UFD1L,VCP,WFS1,XBP1,MOGS,DERL1,TUSC3,EDEM3,UBXN6,CALR,CANX,CAPN1,CAPN2,SYVN1,MBTPS1,PLAA,EIF2AK3,BAG2,SEC24C,EDEM1,HERPUD1,RBX1 PQBP1,SMNDC1,BCAS2,SF3A1,PPIE,PPIH,CHERP,SLU7,PRPF8,USP39,TXNL4A,TCERG1,SF3A3,SF3B2,SNRNP27,LSM6,DDX42,CCDC12,ZMAT2,DDX5,DHX15,HNRNPA3,PUF60,NCBP2,ACIN1,SNRNP200,U2SURP,SF3B3,SF3B1,LSM5,PRPF6,LSM4,SYF2,PRPF31,LSM3,PRPF19,TRA2A,HNRNPA1,HNRNPC,HNRNPK,HNRNPU,HSPA1B,HSPA8,MAGOH,HNRNPM,NCBP1,PCBP1,CRNKL1,CWC15,LSM7,WBP11,PLRG1,MAGOHB,PRPF38B,PRPF40A,RBM22,XAB2,THOC2,LSM2,SRSF1,SRSF2,SRSF3,SRSF4,SRSF6,SRSF7,TRA2B,SNRNP70,SNRPA,SNRPB,SNRPB2,SNRPC,SNRPD1,SNRPD2,SNRPD3,SNRPE,SNRPF,U2AF1,DDX39B,SF3A2,SF3B5,THOC3,DHX16,PHF5A,PRPF38A,PRPF18,SRSF9,BUD31,SART1,PRPF4,PRPF3,EFTUD2,DDX23,AQR,EIF4A3,DDX46,CDC5L,THOC1 RCL1,MPHOSPH10,POP7,EMG1,NXF1,NOP56,RPP30,RPP38,POP4,RPP40,UTP14A,WDR3,POP1,WDR36,RPP25L,CSNK2A1,CSNK2A2,CSNK2B,SPATA5,DKC1,FBL,XRN2,WDR43,GTPBP4,REXO2,GNL3,RRP7A,NOB1,DROSHA,NXT1,GNL2,EIF6,NVL,NMD3,FCF1,UTP18,POP5,NOP58,GAR1,XRN1,GNL3L,RPP25,HEATR1,RBM28,NAT10,IMP3,LSG1,NHP2,RIOK2,UTP6,NXT2,REXO1,PWP2,RAN,NOL6,TAF9,TCOF1,XPO1,EFTUD1,RIOK1,WDR75,UTP15,CIRH1A,IMP4,BMS1

UBA2,SAE1,HUWE1,STUB1,UBE4B,ANAPC10,PIAS3,UBE2E3,WWP1,WWP2,UBE2F,DDB1,DDB2,TRIM32,RHOBTB2,FBXW11,MGRN1,PPIL2,CDC26,ANAPC13,RCHY1,HERC4,FBXW8,UBE2S,PRPF19,ANAPC2,ANAPC4,UBE2K,BIRC2,XIAP,MDM2,MAP3K1,MID1,TRIM37,NEDD4,FZR1,UBR5,ANAPC7,UBE2J1,ANAPC11,PIAS4,UBE2R2,DET1,FANCL,UBA6,UBE2W,UBE2Q1,KLHL9,SMURF1,BIRC6,UBE2O,RFWD2,ANAPC1,SMURF2,SKP2,UBE2Z,BRCA1,TCEB1,TCEB2,TRAF6,UBE2B,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UBE2H,UBE2L3,VHL,CUL5,ITCH,SYVN1,CUL4B,CUL4A,CUL3,CUL2,PIAS1,SOCS1,CBL,CBLB,CDC23,CDC16,HERC2,HERC1,BTRC,SOCS3,UBA3,UBE2M,UBE2Q2,TRIP12,UBE4A,RNF7,KEAP1,CUL7,CDC20,CDC27,CDC34,RBX1

AKT3,SH2B3,SH2B2,FRS2,YWHAQ,PRDM4,CRK,CRKL,CSK,AKT1,AKT2,FOXO3,ABL1,GAB1,RPS6KA6,GRB2,GSK3B,HRAS,IKBKB,IRS1,JUN,KRAS,RHOA,ARHGDIA,ARHGDIB,MAP3K1,MAP3K3,ATF4,NFKB1,NFKBIA,NGFR,NRAS,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,PRKCD,MAPK1,MAPK3,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K7,PSEN1,PSEN2,BAD,KIDINS220,PTPN11,BAX,RAC1,RAF1,RAP1B,RELA,RPS6KA2,RPS6KA3,SORT1,MAPK12,SHC1,SOS1,SOS2,TRAF6,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,IRS4,PIK3R3,IRS2,RIPK2,MAPKAPK2,MAGED1,CDC42

NME6,POLR3F,POLR3G,POLR3C,POLD3,POLR3A,CANT1,UPRT,DCK,DCTD,POLR3H,DHODH,DUT,NT5C2,POLA2,POLR1A,NME7,NT5C,ZNRD1,NUDT2,ITPA,NME3,NME4,PNP,AK3,POLR1D,CMPK1,POLR3K,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,UCKL1,PRIM1,POLR3B,CTPS2,POLE4,POLD4,RRM1,RRM2,POLR1E,POLR3D,TK1,TYMS,UCK2,UMPS,CAD,UCK1,POLR1B,PNPT1,POLR1C,ENTPD6,ENTPD5,ENTPD4,CDA SRRM1,SAP18,NXF1,HBS1L,CPSF4,PAPOLA,RNPS1,CLP1,NUDT21,CPSF6,CSTF1,CSTF2,CSTF3,ETF1,CASC3,NCBP2,ACIN1,CSTF2T,SMG6,SMG5,GSPT2,UPF2,DAZAP1,PABPC1,NXT1,GSPT1,CPSF1,MAGOH,MSI1,NCBP1,PCF11,CPSF3,CPSF2,PNN,MAGOHB,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R3A,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP2R2D,NXT2,UPF1,PAPOLG,UPF3B,DDX39B,CPSF7,PABPN1,SYMPK,RNMT,RNGTT,PABPC4,EIF4A3,SMG7

DNAL4,ATP5H,CREB3,DCTN2,PPARGC1A,AP2M1,AP2S1,CLTA,CLTB,CLTC,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CREB1,CREBBP,CYC1,AP2A1,AP2A2,AP2B1,DCTN1,EP300,RCOR1,GNAQ,GPX1,SLC25A4,SLC25A5,UQCR10,HTT,HDAC1,HDAC2,HIP1,APAF1,NDUFS7,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,DCTN4,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,NDUFB11,PPID,IFT57,NDUFA12,BAX,REST,SDHA,SDHB,SDHC,CREB3L2,SOD1,SP1,TAF4B,TBP,TFAM,TGM2,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,DNAL1,CASP3,CASP9,CREB3L1,COX7A2L,COX5A,TBPL1

CDK2,ANAPC10,MAD2L2,ADCY3,YWHAQ,CHP1,SGOL1,FBXW11,CDC26,ANAPC13,FBXO5,RPS6KA6,FBXO43,ANAPC2,ANAPC4,IGF1R,AR,MAD2L1,ANAPC7,ANAPC11,PLK1,PPP1CA,PPP1CC,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK1,MAPK3,MAP2K1,PRKX,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,AURKA,BUB1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,SMC1A,CDC23,CDC16,CCNB1,BTRC,CCNE1,PKMYT1,SMC3,CCNB2,CCNE2,PTTG1,ESPL1,SLK,CDK1,CDC20,CDC25C,CDC27,RBX1

AP1M2,AP3S2,NPC2,AP4B1,CTSC,AP3M2,AP4S1,AP1S1,TPP1,CLN5,CLTA,CLTB,CLTC,AP1S3,CTNS,CTSB,CTSD,CTSZ,AP1B1,AP1G1,AGA,GGA2,GGA3,AP4E1,PLA2G15,GAA,MFSD8,GALNS,GGA1,GBA,SLC17A5,AP3M1,GLA,GLB1,GM2A,GNS,GUSB,HEXB,IGF2R,LAMP1,LAMP2,M6PR,ARSA,MANBA,ASAH1,NAGA,NAGLU,NEU1,NPC1,SLC11A2,NAGPA,ATP6V0C,ACP2,ATP6V0B,ATP6V0A1,ATP6AP1,CTSA,LAPTM4B,PPT1,LGMN,PSAP,MCOLN1,SORT1,SGSH,SMPD1,GNPTG,AP3B1,CD164,AP1S2,AP1M1,AP3D1,ATP6V0D1,AP4M1,SCARB2,ENTPD4,CD63,LAPTM4A

AKT3,FLOT1,SH2B2,PPARGC1A,SOCS4,CRK,CRKL,EIF4E,EIF4EBP1,AKT1,AKT2,FASN,FOXO1,FLOT2,EXOC7,MTOR,MKNK2,GRB2,GSK3B,GYS1,ACACA,HRAS,IKBKB,INSR,IRS1,ARAF,KRAS,NRAS,PCK2,PDE3B,PDPK1,INPP5K,PHKB,PHKG2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PPP1R3C,PRKAA2,PRKAB1,PRKAB2,PRKACA,PRKAG1,PRKAR1A,PRKAR2A,PRKAR2B,PRKCI,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,PRKX,BAD,PTPN1,PYGB,RAF1,RHEB,RPS6,RPS6KB1,RPS6KB2,SHC1,SOS1,SOS2,TSC2,PPP1R3B,CALM1,CALM3,IRS4,PIK3R3,MKNK1,SOCS1,IRS2,CBL,CBLB,SOCS2,SOCS3,TRIP10,EIF4E2 PDCD6IP,DNM1L,RNF41,STAM2,STAMBP,EHD1,RAB31,WWP1,SNF8,VPS45,AGAP1,AP2M1,AP2S1,CLTA,CLTB,CLTC,CHMP4B,ADRBK2,AP2A1,DAB2,AP2A2,AP2B1,DNM2,EPS15,ERBB3,F2R,RAB11FIP2,EPN2,PSD3,PIP5K1C,ACAP2,CHMP2B,LDLRAP1,ARFGAP3,VPS4A,CHMP2A,GRK5,GRK6,GIT1,EPN1,SH3KBP1,EHD4,EHD3,EHD2,HRAS,HSPA1B,HSPA8,IGF1R,KIT,ARF6,RHOA,LDLR,ARRB1,SMAD2,SMAD3,ARRB2,SMAD7,MDM2,MET,NEDD4,ASAP1,PARD6A,VPS36,SH3GLB1,VPS28,CHMP5,VTA1,VPS37C,ARFGAP1,PRKCI,SH3GLB2,SMURF1,RAB22A,RAB4A,RAB5A,RAB5B,RAB5C,SMAP1,ARAP3,SH3GL1,SH3GL2,SMAP2,SMURF2,SRC,TFRC,TGFB1,TGFB2,TGFBR1,TGFBR2,TRAF6,TSG101,CHMP6,VPS37B,RUFY1,STAM,ITCH,EEA1,VPS25,ARFGAP2,PARD6G,PARD6B,CAV1,CAV2,CBL,CBLB,RAB11A,MVB12B,USP8,RABEP1,HGS,RAB11B,VPS4B,RAB11FIP3,ZFYVE16,GIT2,IQSEC1,CDC42

NFAT5,FZD10,CHP1,CREBBP,PRICKLE1,CSNK1E,CSNK2A1,CSNK2A2,CSNK2B,CTBP1,CTNNB1,PRICKLE2,DVL2,DVL3,EP300,DKK1,DAAM1,FBXW11,FZD2,CACYBP,GSK3B,APC,JUN,RHOA,LRP6,SMAD2,SMAD3,SMAD4,MYC,NFATC3,NFATC4,LEF1,NLK,PLCB3,PPARD,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK8,MAPK9,PRKX,PSEN1,CTNNBIP1,VANGL2,CHD8,RAC1,RAC2,RAC3,SENP2,CCND1,ROCK1,SFRP1,SFRP2,PORCN,MAP3K7,TCF7L2,WNT8A,FZD5,TBL1XR1,FZD3,FOSL1,CAMK2D,CAMK2G,VANGL1,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,NKD1,NKD2,RUVBL1,CCND2,BTRC,CCND3,CER1,ROCK2,RBX1

AKT3,CDK2,ANAPC10,MAD2L2,ADCY3,AKT1,AKT2,CDC26,ANAPC13,RPS6KA6,GNAI1,GNAI2,GNAI3,ANAPC2,ANAPC4,HSP90AB1,IGF1R,ARAF,KRAS,MAD2L1,FZR1,PDE3B,ANAPC7,ANAPC11,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLK1,PRKACA,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,PRKX,RAF1,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,BUB1,MAD1L1,PIK3R3,CDC23,CDC16,CCNA2,CCNB1,PKMYT1,CCNB2,CDK1,CDC25A,CDC25B,CDC25C,CDC27 ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C

AKT3,CDK2,CDK4,CDK6,CDKN1A,CDKN1B,CDKN2B,TFG,PIAS3,RALBP1,FZD10,EGLN3,CHUK,CREBBP,CRK,CRKL,CTBP1,CTNNA1,CTNNB1,DAPK1,DAPK3,DVL2,DVL3,E2F1,E2F3,EP300,AKT1,AKT2,ETS1,FGF2,FGF8,FOXO1,MTOR,ABL1,FZD2,GLI1,GLI2,GLI3,GRB2,GSK3B,GSTP1,HDAC1,HDAC2,HIF1A,APC,HRAS,BIRC2,XIAP,BIRC5,HSP90AB1,IGF1R,FAS,IKBKB,ITGA6,AR,ITGA3,ITGAV,ARAF,JAK1,JUN,JUP,KIT,KRAS,RHOA,LAMB1,LAMC1,ARNT,SMAD2,SMAD3,SMAD4,MAX,MDM2,MET,MLH1,MMP2,MSH2,MSH3,MYC,NFKB1,NFKB2,NFKBIA,NRAS,LEF1,PDGFA,PIAS4,SUFU,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,CYCS,EGLN1,PPARD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,BAD,PTEN,BAX,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RARA,RB1,CCND1,RELA,BCL2L1,BCR,RXRA,RXRB,BMP2,SKP2,SLC2A1,BMP4,SMO,SOS1,SOS2,BRCA2,STAT1,STAT3,STAT5B,STK4,TCEB1,TCEB2,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,TPM3,TPR,HSP90B1,TRAF2,TRAF3,TRAF6,VEGFA,VEGFB,VHL,WNT8A,FZD5,FZD3,CCDC6,NCOA4,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,CASP3,CASP9,CUL2,PIK3R3,PIAS1,RUNX1T1,CBL,CBLB,FADD,FGF17,CCNE1,CCNE2,TRAF4,RBX1,CDC42,CDH1

ADAM10,CDK5,ATP5H,CHP1,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,ATF6,NCSTN,BACE1,BACE2,GAPDH,GNAQ,GSK3B,UQCR10,HSD17B10,APAF1,IDE,APOE,APP,FAS,NDUFS7,MME,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP2A2,ATP5A1,ATP5C1,NDUFA13,APH1A,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,NDUFB11,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PSENEN,MAPK1,MAPK3,NDUFA12,PSEN1,PSEN2,BAD,SDHA,SDHB,SDHC,SNCA,ADAM17,TNFRSF1A,UQCRC1,UQCRC2,UQCRH,CALM1,CALM3,CAPN1,CAPN2,CASP3,CASP9,FADD,CDK5R1,NAE1,COX7A2L,COX5A,EIF2AK3

ATP5H,PARK7,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,HTRA2,GPR37,SLC25A4,SLC25A5,UQCR10,APAF1,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP5E,UBE2J1,ATP5F1,ATP5G1,ATP5G3,ATP5J,CYCS,NDUFB11,PPID,NDUFA12,SDHA,SDHB,SDHC,PINK1,SNCA,UBE2G1,UBE2G2,UBE2L3,UCHL1,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,CASP3,CASP9,COX7A2L,COX5A COX17,ATP5H,ATP5L,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CYC1,ATP6V0E2,UQCR10,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP6V1D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,ATP6V0A1,ATP6AP1,NDUFB11,PPA1,NDUFA12,SDHA,SDHB,SDHC,LHPP,UQCRC1,UQCRC2,UQCRH,ATP6V0D1,COX7A2L,COX5A,ATP6V1G1 CDK5,PAK4,SEMA3A,SEMA4F,SEMA4D,SEMA4B,SEMA3C,CFL1,NFAT5,CHP1,UNC5D,DPYSL2,EFNA1,EFNA2,EFNA3,EFNA4,EFNA5,EFNB1,EFNB2,EFNB3,EPHA2,EPHA1,EPHA4,EPHB3,EPHB4,EPHB6,UNC5B,ARHGEF12,SRGAP2,PLXNB2,ABL1,FYN,RND1,GNAI1,GNAI2,GNAI3,GSK3B,RHOD,HRAS,KRAS,RHOA,LIMK1,MET,NCK1,NFATC3,NFATC4,NRAS,PAK1,PAK2,PLXNA1,PLXNB1,SEMA4C,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,DPYSL5,SEMA6A,SEMA4G,RAC1,RAC2,RAC3,RASA1,ROBO1,ROCK1,CXCL12,SEMA3F,NCK2,ROCK2,SEMA3E,CDC42

ADA,NME6,PAICS,POLR3F,POLR3G,POLR3C,POLD3,ADCY3,POLR3A,NUDT5,ADSSL1,CANT1,ADK,ADSL,ADSS,DCK,POLR3H,AK2,AK4,NT5C2,POLA2,POLR1A,GART,GMPR,GUK1,NME7,NT5C,ZNRD1,NUDT2,APRT,IMPDH1,IMPDH2,ITPA,ATIC,NME3,NME4,PNP,POLR1D,GMPR2,PDE3B,PDE6D,PDE7A,PDE8A,PDE9A,PDE1B,POLR3K,PFAS,PGM1,NUDT9,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,PPAT,PGM2,PRIM1,POLR3B,PRPS1,POLE4,ADPRM,POLD4,PRUNE,RRM1,RRM2,POLR1E,POLR3D,POLR1B,NTPCR,PDE5A,PNPT1,GMPS,PAPSS1,POLR1C,ENTPD6,ENTPD5,ENTPD4

AKT3,OCLN,NR1H3,PSME3,CDKN1A,IRF9,PIAS3,CHUK,CLDN3,CLDN7,CLDN23,CLDN19,EIF2S1,AKT1,AKT2,EIF2AK1,GRB2,TBK1,GSK3B,HRAS,IFNAR1,IFNAR2,IKBKB,EIF3E,IRF3,ARAF,JAK1,KRAS,LDLR,EIF2AK4,NFKB1,NFKBIA,NRAS,PIAS4,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R2D,MAPK1,MAPK3,MAPK8,MAPK9,BAD,MAVS,RAF1,RELA,RXRA,MAPK12,SOS1,SOS2,STAT1,STAT2,STAT3,TNFRSF1A,TRAF2,TRAF3,TRAF6,PIK3R3,PIAS1,RIPK1,SOCS3,CLDN6,CLDN1,EIF2AK3,CD81

AKT3,OCLN,CDK4,MYL12B,MYL9,MYL12A,CLDN3,CLDN7,CLDN23,CSNK2A1,CSNK2A2,CSNK2B,CLDN19,CTNNA1,CTNNB1,CTTN,AKT1,AKT2,RRAS2,MRAS,EPB41L3,MAGI3,GNAI1,GNAI2,GNAI3,HRAS,KRAS,RHOA,LLGL1,MLLT4,MYH9,MYH10,NRAS,F11R,PARD6A,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PRKCD,PRKCI,PPP2R2D,PTEN,CGN,JAM2,MYL7,RAB3B,RAB13,ACTB,RRAS,MPP5,SPTAN1,SRC,TJP1,YES1,ACTN4,SYMPK,JAM3,PARD6G,PARD6B,CASK,ACTN1,MPDZ,CLDN6,CLDN1,VAPA,TJAP1,MAGI2,CDC42

AKT3,MAP3K2,GADD45G,DUSP14,CHP1,CHUK,MAP3K8,ATF2,CRK,CRKL,DAXX,GADD45A,DDIT3,DUSP1,DUSP3,DUSP5,DUSP6,DUSP7,AKT1,AKT2,FGF2,FGF8,RRAS2,MRAS,TAB2,FLNA,MAPK8IP3,FLNB,FLNC,RPS6KA6,GNA12,MKNK2,GRB2,HRAS,HSPA1B,HSPA8,HSPB1,FAS,IKBKB,JUN,JUND,KRAS,ARRB1,ARRB2,MAX,MAP3K1,MAP3K3,MAP3K4,MAP3K11,MYC,GADD45B,ATF4,NF1,NFATC4,NFKB1,NFKB2,NRAS,PAK1,PAK2,ECSIT,PDGFA,NLK,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PPP5C,PRKACA,MAPK1,MAPK3,GNG12,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K6,MAP2K7,PRKX,DUSP22,TAOK1,RAC1,RAC2,RAC3,RAF1,RAP1B,RASA1,CACNG7,RELA,RPS6KA2,RPS6KA3,RRAS,MAPK12,MAP2K4,SOS1,SOS2,SRF,STK4,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,MAP3K12,CACNA2D1,CACNB3,MAPKAPK3,DUSP16,PLA2G12A,CASP3,MAP4K3,MAPKAPK5,MKNK1,LAMTOR3,FGF17,MAP3K14,MAPKAPK2,MAP4K4,RAPGEF2,CDC25B,CDC42 AKT3,PAK4,MYL12B,MYL9,MYL12A,CRK,CRKL,CTNNB1,DIAPH1,DOCK1,AKT1,AKT2,FLNA,FLNB,FLNC,PIP5K1C,FYN,GRB2,ARHGAP35,GSK3B,HRAS,BIRC2,XIAP,IGF1R,ILK,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,JUN,RHOA,LAMB1,LAMC1,MET,MYLK,PPP1R12A,PAK1,PAK2,PDGFA,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PARVA,MAPK1,MAPK3,MAPK8,MAPK9,PDGFC,MAP2K1,BAD,PTEN,MYL7,RAC1,RAC2,RAC3,RAF1,RAP1B,CCND1,ACTB,ROCK1,SHC1,SOS1,SOS2,SPP1,SRC,THBS1,THBS2,THBS3,TLN1,VASP,VCL,VEGFA,VEGFB,VTN,ZYX,ACTN4,CAPN2,TLN2,PIK3R3,CAV1,CAV2,ACTN1,CCND2,CCND3,ROCK2,BCAR1,CDC42 ARPC4,ARPC3,ARPC1B,ARPC2,ABI2,WASF2,PAK4,MYL12B,MYL9,ARPC1A,MYL12A,GNA13,CFL1,NCKAP1,IQGAP2,CRK,CRKL,CSK,DIAPH1,DOCK1,PIKFYVE,F2R,FGD1,FGF2,FGF8,RRAS2,MRAS,ARHGEF12,PIP5K1C,CYFIP2,GNA12,GIT1,ARHGAP35,APC,HRAS,ITGA6,ITGA3,ITGA5,ITGAV,ARAF,ITGB5,ITGB8,KRAS,RHOA,LIMK1,MSN,MYH9,MYH10,MYLK,PPP1R12A,NRAS,PAK1,PAK2,PDGFA,PFN1,PFN2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PIP4K2A,PPP1CA,PPP1CC,ENAH,MAPK1,MAPK3,GNG12,PDGFC,MAP2K1,MAP2K2,MYL7,RAC1,RAC2,RAC3,RAF1,RDX,ACTB,ROCK1,RRAS,SOS1,SOS2,TIAM1,TMSB4X,VCL,EZR,PIP4K2C,ACTN4,ARPC5L,PIP4K2B,PIK3R3,ACTN1,FGF17,IQGAP1,ARHGEF7,WASF1,WASL,ROCK2,BCAR1,CDC42 AKT3,ADCY3,CHUK,CRK,CRKL,CSK,ADRBK2,AKT1,AKT2,FOXO3,GNAI1,GNAI2,GNAI3,GNB1,GNB2,GNG5,GNG7,GNG10,GRK5,GRK6,GRB2,GSK3A,GSK3B,HRAS,IKBKB,JAK2,KRAS,RHOA,LYN,ARRB1,ARRB2,NFKB1,NFKBIA,NRAS,PAK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCB3,SHC3,PRKACA,PRKCD,MAPK1,MAPK3,GNG12,MAP2K1,PRKX,RAC1,RAC2,RAF1,RAP1B,GNB4,RELA,ROCK1,CXCL12,SHC1,SOS1,SOS2,STAT1,STAT2,STAT3,STAT5B,TIAM1,PIK3R3,WASL,ROCK2,CXCL14,BCAR1,ELMO1,CDC42

TUBA1B,SEC61B,CYBA,ATP6V0E2,DYNC1I2,DYNC1LI2,PIKFYVE,SEC61G,STX12,SEC61A1,TUBB2B,ITGA5,ITGAV,ITGB5,LAMP1,LAMP2,M6PR,DYNC1LI1,ATP6V1D,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,PIK3C3,ATP6V1E1,ATP6V0B,STX18,ATP6V0A1,ATP6AP1,SEC61A2,RAB5A,RAB5B,RAB5C,RAC1,ACTB,TAP1,TFRC,THBS1,THBS2,THBS3,TUBA4A,DYNC2H1,COLEC12,CALR,CANX,EEA1,STX7,TUBB6,ATP6V0D1,HGS,VAMP3,ATP6V1G1,SEC22B

CDK2,CDK4,CDK6,CDK7,CDKN1A,CDKN1B,STAG1,CDKN2B,ANAPC10,MAD2L2,STAG2,GADD45G,DBF4,YWHAQ,CHEK1,CHEK2,CREBBP,GADD45A,E2F1,E2F3,E2F4,E2F5,EP300,ORC3,CDC26,ABL1,ANAPC13,SFN,GSK3B,ANAPC2,ANAPC4,HDAC1,HDAC2,MAD2L1,SMAD2,SMAD3,SMAD4,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,MDM2,MYC,GADD45B,ATM,ORC1,ORC2,ORC4,ORC5,FZR1,ANAPC7,ANAPC11,PLK1,ATR,PRKDC,RAD21,RB1,RBL1,CCND1,ANAPC1,SKP2,BUB1,BUB1B,TFDP1,TFDP2,TGFB1,TGFB2,TTK,WEE1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,ZBTB17,SMC1A,CDC7,CDC45,MAD1L1,CDC14A,CDC23,CDC16,CCNA2,CCNB1,CCND2,CCND3,CCNE1,CCNH,PKMYT1,SMC3,CCNB2,CCNE2,BUB3,PTTG1,ESPL1,CDK1,CDC6,CDC20,CDC25A,CDC25B,CDC25C,CDC27,RBX1 SNUPN,EIF1,POP7,SRRM1,SAP18,EIF1B,PRMT5,TACC3,NXF1,RPP30,RPP38,PAIP1,POP4,RPP40,RNPS1,POP1,STRAP,DDX20,XPOT,CLNS1A,NUP35,RPP25L,EEF1A1,EEF1A2,EIF2S1,EIF2B1,EIF4A1,EIF4B,EIF4E,EIF4EBP1,EIF4G1,EIF4G2,EIF5,CASC3,NCBP2,ACIN1,NUP205,NUP210,NUP62,GEMIN5,UPF2,PABPC1,NXT1,NUP43,EIF3E,KPNB1,MAGOH,NCBP1,NUP88,NUP98,GEMIN4,NMD3,POP5,PHAX,NUP54,PNN,RPP25,GEMIN8,MAGOHB,ELAC1,NDC1,NUP133,NXT2,NUP107,THOC2,XPO5,RAN,RANBP2,RANGAP1,SENP2,UPF1,ELAC2,SEC13,UPF3B,SMN1,SUMO3,SUMO2,TPR,SUMO1,XPO1,NUP37,DDX39B,THOC6,GEMIN7,GEMIN6,RPP21,NUP85,THOC7,NUP214,AAAS,SEH1L,THOC3,RAE1,THOC5,EIF3A,EIF3B,EIF3C,EIF3D,EIF3F,EIF3G,EIF3H,EIF3I,EIF4G3,PABPC4,EIF2B4,EIF2B2,EIF2B5,EIF2S2,EIF4E2,NUP155,EIF5B,TGS1,NUP93,EIF4A3,NUP153,THOC1 PREB,PDIA6,BCAP31,STUB1,UBE4B,DNAJA2,MARCH6,SEC24B,UBE2E3,SEC23B,SEC23A,HYOU1,SEC24A,HSPH1,MAN1A2,SEC61B,OS9,LMAN2,ERP29,CKAP4,SEC63,MAN1B1,ATF6B,DAD1,DDIT3,DDOST,EIF2S1,STT3B,HSPA4L,ATF6,GANAB,TRAM1,SEC61G,HSPBP1,PPP1R15A,SVIP,AMFR,EIF2AK1,ERLEC1,PDIA3,SEC61A1,UBQLN2,UBQLN1,DNAJB2,DNAJA1,HSPA1B,HSPA5,HSPA8,HSP90AB1,DNAJB1,STT3A,LMAN1,ATXN3,EIF2AK4,ATF4,NFE2L2,P4HB,DERL2,SAR1B,UBE2J1,DNAJC10,DNAJB12,SEC61A2,YOD1,NPLOC4,EDEM2,NGLY1,PRKCSH,NSFL1C,MAPK8,MAPK9,MAP2K7,DNAJC3,UGGT1,UBQLN4,MAN1C1,BAG1,BAK1,BAX,RAD23A,RAD23B,RNF5,RPN1,RPN2,RRBP1,SEC13,SEL1L,DNAJC1,SIL1,SSR1,SSR2,SSR3,SSR4,SEC62,HSP90B1,TRAF2,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UFD1L,VCP,WFS1,XBP1,MOGS,DERL1,TUSC3,EDEM3,UBXN6,CALR,CANX,CAPN1,CAPN2,SYVN1,MBTPS1,PLAA,EIF2AK3,BAG2,SEC24C,EDEM1,HERPUD1,RBX1 PQBP1,SMNDC1,BCAS2,SF3A1,PPIE,PPIH,CHERP,SLU7,PRPF8,USP39,TXNL4A,TCERG1,SF3A3,SF3B2,SNRNP27,LSM6,DDX42,CCDC12,ZMAT2,DDX5,DHX15,HNRNPA3,PUF60,NCBP2,ACIN1,SNRNP200,U2SURP,SF3B3,SF3B1,LSM5,PRPF6,LSM4,SYF2,PRPF31,LSM3,PRPF19,TRA2A,HNRNPA1,HNRNPC,HNRNPK,HNRNPU,HSPA1B,HSPA8,MAGOH,HNRNPM,NCBP1,PCBP1,CRNKL1,CWC15,LSM7,WBP11,PLRG1,MAGOHB,PRPF38B,PRPF40A,RBM22,XAB2,THOC2,LSM2,SRSF1,SRSF2,SRSF3,SRSF4,SRSF6,SRSF7,TRA2B,SNRNP70,SNRPA,SNRPB,SNRPB2,SNRPC,SNRPD1,SNRPD2,SNRPD3,SNRPE,SNRPF,U2AF1,DDX39B,SF3A2,SF3B5,THOC3,DHX16,PHF5A,PRPF38A,PRPF18,SRSF9,BUD31,SART1,PRPF4,PRPF3,EFTUD2,DDX23,AQR,EIF4A3,DDX46,CDC5L,THOC1

UBA2,SAE1,HUWE1,STUB1,UBE4B,ANAPC10,PIAS3,UBE2E3,WWP1,WWP2,UBE2F,DDB1,DDB2,TRIM32,RHOBTB2,FBXW11,MGRN1,PPIL2,CDC26,ANAPC13,RCHY1,HERC4,FBXW8,UBE2S,PRPF19,ANAPC2,ANAPC4,UBE2K,BIRC2,XIAP,MDM2,MAP3K1,MID1,TRIM37,NEDD4,FZR1,UBR5,ANAPC7,UBE2J1,ANAPC11,PIAS4,UBE2R2,DET1,FANCL,UBA6,UBE2W,UBE2Q1,KLHL9,SMURF1,BIRC6,UBE2O,RFWD2,ANAPC1,SMURF2,SKP2,UBE2Z,BRCA1,TCEB1,TCEB2,TRAF6,UBE2B,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UBE2H,UBE2L3,VHL,CUL5,ITCH,SYVN1,CUL4B,CUL4A,CUL3,CUL2,PIAS1,SOCS1,CBL,CBLB,CDC23,CDC16,HERC2,HERC1,BTRC,SOCS3,UBA3,UBE2M,UBE2Q2,TRIP12,UBE4A,RNF7,KEAP1,CUL7,CDC20,CDC27,CDC34,RBX1

AKT3,SH2B3,SH2B2,FRS2,YWHAQ,PRDM4,CRK,CRKL,CSK,AKT1,AKT2,FOXO3,ABL1,GAB1,RPS6KA6,GRB2,GSK3B,HRAS,IKBKB,IRS1,JUN,KRAS,RHOA,ARHGDIA,ARHGDIB,MAP3K1,MAP3K3,ATF4,NFKB1,NFKBIA,NGFR,NRAS,PDK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,SHC3,PRKCD,MAPK1,MAPK3,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K7,PSEN1,PSEN2,BAD,KIDINS220,PTPN11,BAX,RAC1,RAF1,RAP1B,RELA,RPS6KA2,RPS6KA3,SORT1,MAPK12,SHC1,SOS1,SOS2,TRAF6,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,IRS4,PIK3R3,IRS2,RIPK2,MAPKAPK2,MAGED1,CDC42

DNAL4,ATP5H,CREB3,DCTN2,PPARGC1A,AP2M1,AP2S1,CLTA,CLTB,CLTC,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CREB1,CREBBP,CYC1,AP2A1,AP2A2,AP2B1,DCTN1,EP300,RCOR1,GNAQ,GPX1,SLC25A4,SLC25A5,UQCR10,HTT,HDAC1,HDAC2,HIP1,APAF1,NDUFS7,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,DCTN4,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,NDUFB11,PPID,IFT57,NDUFA12,BAX,REST,SDHA,SDHB,SDHC,CREB3L2,SOD1,SP1,TAF4B,TBP,TFAM,TGM2,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,DNAL1,CASP3,CASP9,CREB3L1,COX7A2L,COX5A,TBPL1

CDK2,ANAPC10,MAD2L2,ADCY3,YWHAQ,CHP1,SGOL1,FBXW11,CDC26,ANAPC13,FBXO5,RPS6KA6,FBXO43,ANAPC2,ANAPC4,IGF1R,AR,MAD2L1,ANAPC7,ANAPC11,PLK1,PPP1CA,PPP1CC,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK1,MAPK3,MAP2K1,PRKX,RPS6KA2,RPS6KA3,MAPK12,CPEB1,ANAPC1,AURKA,BUB1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,CALM1,CALM3,CAMK2D,CAMK2G,SMC1A,CDC23,CDC16,CCNB1,BTRC,CCNE1,PKMYT1,SMC3,CCNB2,CCNE2,PTTG1,ESPL1,SLK,CDK1,CDC20,CDC25C,CDC27,RBX1

AP1M2,AP3S2,NPC2,AP4B1,CTSC,AP3M2,AP4S1,AP1S1,TPP1,CLN5,CLTA,CLTB,CLTC,AP1S3,CTNS,CTSB,CTSD,CTSZ,AP1B1,AP1G1,AGA,GGA2,GGA3,AP4E1,PLA2G15,GAA,MFSD8,GALNS,GGA1,GBA,SLC17A5,AP3M1,GLA,GLB1,GM2A,GNS,GUSB,HEXB,IGF2R,LAMP1,LAMP2,M6PR,ARSA,MANBA,ASAH1,NAGA,NAGLU,NEU1,NPC1,SLC11A2,NAGPA,ATP6V0C,ACP2,ATP6V0B,ATP6V0A1,ATP6AP1,CTSA,LAPTM4B,PPT1,LGMN,PSAP,MCOLN1,SORT1,SGSH,SMPD1,GNPTG,AP3B1,CD164,AP1S2,AP1M1,AP3D1,ATP6V0D1,AP4M1,SCARB2,ENTPD4,CD63,LAPTM4A

AKT3,FLOT1,SH2B2,PPARGC1A,SOCS4,CRK,CRKL,EIF4E,EIF4EBP1,AKT1,AKT2,FASN,FOXO1,FLOT2,EXOC7,MTOR,MKNK2,GRB2,GSK3B,GYS1,ACACA,HRAS,IKBKB,INSR,IRS1,ARAF,KRAS,NRAS,PCK2,PDE3B,PDPK1,INPP5K,PHKB,PHKG2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PPP1R3C,PRKAA2,PRKAB1,PRKAB2,PRKACA,PRKAG1,PRKAR1A,PRKAR2A,PRKAR2B,PRKCI,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,PRKX,BAD,PTPN1,PYGB,RAF1,RHEB,RPS6,RPS6KB1,RPS6KB2,SHC1,SOS1,SOS2,TSC2,PPP1R3B,CALM1,CALM3,IRS4,PIK3R3,MKNK1,SOCS1,IRS2,CBL,CBLB,SOCS2,SOCS3,TRIP10,EIF4E2 PDCD6IP,DNM1L,RNF41,STAM2,STAMBP,EHD1,RAB31,WWP1,SNF8,VPS45,AGAP1,AP2M1,AP2S1,CLTA,CLTB,CLTC,CHMP4B,ADRBK2,AP2A1,DAB2,AP2A2,AP2B1,DNM2,EPS15,ERBB3,F2R,RAB11FIP2,EPN2,PSD3,PIP5K1C,ACAP2,CHMP2B,LDLRAP1,ARFGAP3,VPS4A,CHMP2A,GRK5,GRK6,GIT1,EPN1,SH3KBP1,EHD4,EHD3,EHD2,HRAS,HSPA1B,HSPA8,IGF1R,KIT,ARF6,RHOA,LDLR,ARRB1,SMAD2,SMAD3,ARRB2,SMAD7,MDM2,MET,NEDD4,ASAP1,PARD6A,VPS36,SH3GLB1,VPS28,CHMP5,VTA1,VPS37C,ARFGAP1,PRKCI,SH3GLB2,SMURF1,RAB22A,RAB4A,RAB5A,RAB5B,RAB5C,SMAP1,ARAP3,SH3GL1,SH3GL2,SMAP2,SMURF2,SRC,TFRC,TGFB1,TGFB2,TGFBR1,TGFBR2,TRAF6,TSG101,CHMP6,VPS37B,RUFY1,STAM,ITCH,EEA1,VPS25,ARFGAP2,PARD6G,PARD6B,CAV1,CAV2,CBL,CBLB,RAB11A,MVB12B,USP8,RABEP1,HGS,RAB11B,VPS4B,RAB11FIP3,ZFYVE16,GIT2,IQSEC1,CDC42

NFAT5,FZD10,CHP1,CREBBP,PRICKLE1,CSNK1E,CSNK2A1,CSNK2A2,CSNK2B,CTBP1,CTNNB1,PRICKLE2,DVL2,DVL3,EP300,DKK1,DAAM1,FBXW11,FZD2,CACYBP,GSK3B,APC,JUN,RHOA,LRP6,SMAD2,SMAD3,SMAD4,MYC,NFATC3,NFATC4,LEF1,NLK,PLCB3,PPARD,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK8,MAPK9,PRKX,PSEN1,CTNNBIP1,VANGL2,CHD8,RAC1,RAC2,RAC3,SENP2,CCND1,ROCK1,SFRP1,SFRP2,PORCN,MAP3K7,TCF7L2,WNT8A,FZD5,TBL1XR1,FZD3,FOSL1,CAMK2D,CAMK2G,VANGL1,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,NKD1,NKD2,RUVBL1,CCND2,BTRC,CCND3,CER1,ROCK2,RBX1

ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C

AKT3,CDK2,CDK4,CDK6,CDKN1A,CDKN1B,CDKN2B,TFG,PIAS3,RALBP1,FZD10,EGLN3,CHUK,CREBBP,CRK,CRKL,CTBP1,CTNNA1,CTNNB1,DAPK1,DAPK3,DVL2,DVL3,E2F1,E2F3,EP300,AKT1,AKT2,ETS1,FGF2,FGF8,FOXO1,MTOR,ABL1,FZD2,GLI1,GLI2,GLI3,GRB2,GSK3B,GSTP1,HDAC1,HDAC2,HIF1A,APC,HRAS,BIRC2,XIAP,BIRC5,HSP90AB1,IGF1R,FAS,IKBKB,ITGA6,AR,ITGA3,ITGAV,ARAF,JAK1,JUN,JUP,KIT,KRAS,RHOA,LAMB1,LAMC1,ARNT,SMAD2,SMAD3,SMAD4,MAX,MDM2,MET,MLH1,MMP2,MSH2,MSH3,MYC,NFKB1,NFKB2,NFKBIA,NRAS,LEF1,PDGFA,PIAS4,SUFU,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,CYCS,EGLN1,PPARD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,BAD,PTEN,BAX,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RARA,RB1,CCND1,RELA,BCL2L1,BCR,RXRA,RXRB,BMP2,SKP2,SLC2A1,BMP4,SMO,SOS1,SOS2,BRCA2,STAT1,STAT3,STAT5B,STK4,TCEB1,TCEB2,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,TPM3,TPR,HSP90B1,TRAF2,TRAF3,TRAF6,VEGFA,VEGFB,VHL,WNT8A,FZD5,FZD3,CCDC6,NCOA4,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,CASP3,CASP9,CUL2,PIK3R3,PIAS1,RUNX1T1,CBL,CBLB,FADD,FGF17,CCNE1,CCNE2,TRAF4,RBX1,CDC42,CDH1

ADAM10,CDK5,ATP5H,CHP1,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,ATF6,NCSTN,BACE1,BACE2,GAPDH,GNAQ,GSK3B,UQCR10,HSD17B10,APAF1,IDE,APOE,APP,FAS,NDUFS7,MME,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP2A2,ATP5A1,ATP5C1,NDUFA13,APH1A,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,NDUFB11,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PSENEN,MAPK1,MAPK3,NDUFA12,PSEN1,PSEN2,BAD,SDHA,SDHB,SDHC,SNCA,ADAM17,TNFRSF1A,UQCRC1,UQCRC2,UQCRH,CALM1,CALM3,CAPN1,CAPN2,CASP3,CASP9,FADD,CDK5R1,NAE1,COX7A2L,COX5A,EIF2AK3

ATP5H,PARK7,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,HTRA2,GPR37,SLC25A4,SLC25A5,UQCR10,APAF1,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP5E,UBE2J1,ATP5F1,ATP5G1,ATP5G3,ATP5J,CYCS,NDUFB11,PPID,NDUFA12,SDHA,SDHB,SDHC,PINK1,SNCA,UBE2G1,UBE2G2,UBE2L3,UCHL1,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,CASP3,CASP9,COX7A2L,COX5A COX17,ATP5H,ATP5L,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CYC1,ATP6V0E2,UQCR10,NDUFS7,ND1,ND2,ND3,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,ATP5D,ATP6V1D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,ATP6V1A,ATP6V1B2,ATP6V0C,ATP6V1C1,ATP6V1E1,ATP6V0B,ATP6V0A1,ATP6AP1,NDUFB11,PPA1,NDUFA12,SDHA,SDHB,SDHC,LHPP,UQCRC1,UQCRC2,UQCRH,ATP6V0D1,COX7A2L,COX5A,ATP6V1G1 CDK5,PAK4,SEMA3A,SEMA4F,SEMA4D,SEMA4B,SEMA3C,CFL1,NFAT5,CHP1,UNC5D,DPYSL2,EFNA1,EFNA2,EFNA3,EFNA4,EFNA5,EFNB1,EFNB2,EFNB3,EPHA2,EPHA1,EPHA4,EPHB3,EPHB4,EPHB6,UNC5B,ARHGEF12,SRGAP2,PLXNB2,ABL1,FYN,RND1,GNAI1,GNAI2,GNAI3,GSK3B,RHOD,HRAS,KRAS,RHOA,LIMK1,MET,NCK1,NFATC3,NFATC4,NRAS,PAK1,PAK2,PLXNA1,PLXNB1,SEMA4C,PPP3CA,PPP3CB,PPP3CC,PPP3R1,MAPK1,MAPK3,DPYSL5,SEMA6A,SEMA4G,RAC1,RAC2,RAC3,RASA1,ROBO1,ROCK1,CXCL12,SEMA3F,NCK2,ROCK2,SEMA3E,CDC42

ADA,NME6,PAICS,POLR3F,POLR3G,POLR3C,POLD3,ADCY3,POLR3A,NUDT5,ADSSL1,CANT1,ADK,ADSL,ADSS,DCK,POLR3H,AK2,AK4,NT5C2,POLA2,POLR1A,GART,GMPR,GUK1,NME7,NT5C,ZNRD1,NUDT2,APRT,IMPDH1,IMPDH2,ITPA,ATIC,NME3,NME4,PNP,POLR1D,GMPR2,PDE3B,PDE6D,PDE7A,PDE8A,PDE9A,PDE1B,POLR3K,PFAS,PGM1,NUDT9,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,PPAT,PGM2,PRIM1,POLR3B,PRPS1,POLE4,ADPRM,POLD4,PRUNE,RRM1,RRM2,POLR1E,POLR3D,POLR1B,NTPCR,PDE5A,PNPT1,GMPS,PAPSS1,POLR1C,ENTPD6,ENTPD5,ENTPD4

AKT3,MAP3K2,GADD45G,DUSP14,CHP1,CHUK,MAP3K8,ATF2,CRK,CRKL,DAXX,GADD45A,DDIT3,DUSP1,DUSP3,DUSP5,DUSP6,DUSP7,AKT1,AKT2,FGF2,FGF8,RRAS2,MRAS,TAB2,FLNA,MAPK8IP3,FLNB,FLNC,RPS6KA6,GNA12,MKNK2,GRB2,HRAS,HSPA1B,HSPA8,HSPB1,FAS,IKBKB,JUN,JUND,KRAS,ARRB1,ARRB2,MAX,MAP3K1,MAP3K3,MAP3K4,MAP3K11,MYC,GADD45B,ATF4,NF1,NFATC4,NFKB1,NFKB2,NRAS,PAK1,PAK2,ECSIT,PDGFA,NLK,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PPP5C,PRKACA,MAPK1,MAPK3,GNG12,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K6,MAP2K7,PRKX,DUSP22,TAOK1,RAC1,RAC2,RAC3,RAF1,RAP1B,RASA1,CACNG7,RELA,RPS6KA2,RPS6KA3,RRAS,MAPK12,MAP2K4,SOS1,SOS2,SRF,STK4,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,MAP3K12,CACNA2D1,CACNB3,MAPKAPK3,DUSP16,PLA2G12A,CASP3,MAP4K3,MAPKAPK5,MKNK1,LAMTOR3,FGF17,MAP3K14,MAPKAPK2,MAP4K4,RAPGEF2,CDC25B,CDC42 AKT3,PAK4,MYL12B,MYL9,MYL12A,CRK,CRKL,CTNNB1,DIAPH1,DOCK1,AKT1,AKT2,FLNA,FLNB,FLNC,PIP5K1C,FYN,GRB2,ARHGAP35,GSK3B,HRAS,BIRC2,XIAP,IGF1R,ILK,ITGA6,ITGA3,ITGA5,ITGAV,ITGB5,ITGB8,JUN,RHOA,LAMB1,LAMC1,MET,MYLK,PPP1R12A,PAK1,PAK2,PDGFA,PDPK1,PIK3CA,PIK3CB,PIK3R1,PIK3R2,SHC3,PPP1CA,PPP1CC,PARVA,MAPK1,MAPK3,MAPK8,MAPK9,PDGFC,MAP2K1,BAD,PTEN,MYL7,RAC1,RAC2,RAC3,RAF1,RAP1B,CCND1,ACTB,ROCK1,SHC1,SOS1,SOS2,SPP1,SRC,THBS1,THBS2,THBS3,TLN1,VASP,VCL,VEGFA,VEGFB,VTN,ZYX,ACTN4,CAPN2,TLN2,PIK3R3,CAV1,CAV2,ACTN1,CCND2,CCND3,ROCK2,BCAR1,CDC42 ARPC4,ARPC3,ARPC1B,ARPC2,ABI2,WASF2,PAK4,MYL12B,MYL9,ARPC1A,MYL12A,GNA13,CFL1,NCKAP1,IQGAP2,CRK,CRKL,CSK,DIAPH1,DOCK1,PIKFYVE,F2R,FGD1,FGF2,FGF8,RRAS2,MRAS,ARHGEF12,PIP5K1C,CYFIP2,GNA12,GIT1,ARHGAP35,APC,HRAS,ITGA6,ITGA3,ITGA5,ITGAV,ARAF,ITGB5,ITGB8,KRAS,RHOA,LIMK1,MSN,MYH9,MYH10,MYLK,PPP1R12A,NRAS,PAK1,PAK2,PDGFA,PFN1,PFN2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PIP4K2A,PPP1CA,PPP1CC,ENAH,MAPK1,MAPK3,GNG12,PDGFC,MAP2K1,MAP2K2,MYL7,RAC1,RAC2,RAC3,RAF1,RDX,ACTB,ROCK1,RRAS,SOS1,SOS2,TIAM1,TMSB4X,VCL,EZR,PIP4K2C,ACTN4,ARPC5L,PIP4K2B,PIK3R3,ACTN1,FGF17,IQGAP1,ARHGEF7,WASF1,WASL,ROCK2,BCAR1,CDC42

CDK2,CDK4,CDK6,CDK7,CDKN1A,CDKN1B,STAG1,CDKN2B,ANAPC10,MAD2L2,STAG2,GADD45G,DBF4,YWHAQ,CHEK1,CHEK2,CREBBP,GADD45A,E2F1,E2F3,E2F4,E2F5,EP300,ORC3,CDC26,ABL1,ANAPC13,SFN,GSK3B,ANAPC2,ANAPC4,HDAC1,HDAC2,MAD2L1,SMAD2,SMAD3,SMAD4,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,MDM2,MYC,GADD45B,ATM,ORC1,ORC2,ORC4,ORC5,FZR1,ANAPC7,ANAPC11,PLK1,ATR,PRKDC,RAD21,RB1,RBL1,CCND1,ANAPC1,SKP2,BUB1,BUB1B,TFDP1,TFDP2,TGFB1,TGFB2,TTK,WEE1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,ZBTB17,SMC1A,CDC7,CDC45,MAD1L1,CDC14A,CDC23,CDC16,CCNA2,CCNB1,CCND2,CCND3,CCNE1,CCNH,PKMYT1,SMC3,CCNB2,CCNE2,BUB3,PTTG1,ESPL1,CDK1,CDC6,CDC20,CDC25A,CDC25B,CDC25C,CDC27,RBX1 SNUPN,EIF1,POP7,SRRM1,SAP18,EIF1B,PRMT5,TACC3,NXF1,RPP30,RPP38,PAIP1,POP4,RPP40,RNPS1,POP1,STRAP,DDX20,XPOT,CLNS1A,NUP35,RPP25L,EEF1A1,EEF1A2,EIF2S1,EIF2B1,EIF4A1,EIF4B,EIF4E,EIF4EBP1,EIF4G1,EIF4G2,EIF5,CASC3,NCBP2,ACIN1,NUP205,NUP210,NUP62,GEMIN5,UPF2,PABPC1,NXT1,NUP43,EIF3E,KPNB1,MAGOH,NCBP1,NUP88,NUP98,GEMIN4,NMD3,POP5,PHAX,NUP54,PNN,RPP25,GEMIN8,MAGOHB,ELAC1,NDC1,NUP133,NXT2,NUP107,THOC2,XPO5,RAN,RANBP2,RANGAP1,SENP2,UPF1,ELAC2,SEC13,UPF3B,SMN1,SUMO3,SUMO2,TPR,SUMO1,XPO1,NUP37,DDX39B,THOC6,GEMIN7,GEMIN6,RPP21,NUP85,THOC7,NUP214,AAAS,SEH1L,THOC3,RAE1,THOC5,EIF3A,EIF3B,EIF3C,EIF3D,EIF3F,EIF3G,EIF3H,EIF3I,EIF4G3,PABPC4,EIF2B4,EIF2B2,EIF2B5,EIF2S2,EIF4E2,NUP155,EIF5B,TGS1,NUP93,EIF4A3,NUP153,THOC1 PREB,PDIA6,BCAP31,STUB1,UBE4B,DNAJA2,MARCH6,SEC24B,UBE2E3,SEC23B,SEC23A,HYOU1,SEC24A,HSPH1,MAN1A2,SEC61B,OS9,LMAN2,ERP29,CKAP4,SEC63,MAN1B1,ATF6B,DAD1,DDIT3,DDOST,EIF2S1,STT3B,HSPA4L,ATF6,GANAB,TRAM1,SEC61G,HSPBP1,PPP1R15A,SVIP,AMFR,EIF2AK1,ERLEC1,PDIA3,SEC61A1,UBQLN2,UBQLN1,DNAJB2,DNAJA1,HSPA1B,HSPA5,HSPA8,HSP90AB1,DNAJB1,STT3A,LMAN1,ATXN3,EIF2AK4,ATF4,NFE2L2,P4HB,DERL2,SAR1B,UBE2J1,DNAJC10,DNAJB12,SEC61A2,YOD1,NPLOC4,EDEM2,NGLY1,PRKCSH,NSFL1C,MAPK8,MAPK9,MAP2K7,DNAJC3,UGGT1,UBQLN4,MAN1C1,BAG1,BAK1,BAX,RAD23A,RAD23B,RNF5,RPN1,RPN2,RRBP1,SEC13,SEL1L,DNAJC1,SIL1,SSR1,SSR2,SSR3,SSR4,SEC62,HSP90B1,TRAF2,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UFD1L,VCP,WFS1,XBP1,MOGS,DERL1,TUSC3,EDEM3,UBXN6,CALR,CANX,CAPN1,CAPN2,SYVN1,MBTPS1,PLAA,EIF2AK3,BAG2,SEC24C,EDEM1,HERPUD1,RBX1 PQBP1,SMNDC1,BCAS2,SF3A1,PPIE,PPIH,CHERP,SLU7,PRPF8,USP39,TXNL4A,TCERG1,SF3A3,SF3B2,SNRNP27,LSM6,DDX42,CCDC12,ZMAT2,DDX5,DHX15,HNRNPA3,PUF60,NCBP2,ACIN1,SNRNP200,U2SURP,SF3B3,SF3B1,LSM5,PRPF6,LSM4,SYF2,PRPF31,LSM3,PRPF19,TRA2A,HNRNPA1,HNRNPC,HNRNPK,HNRNPU,HSPA1B,HSPA8,MAGOH,HNRNPM,NCBP1,PCBP1,CRNKL1,CWC15,LSM7,WBP11,PLRG1,MAGOHB,PRPF38B,PRPF40A,RBM22,XAB2,THOC2,LSM2,SRSF1,SRSF2,SRSF3,SRSF4,SRSF6,SRSF7,TRA2B,SNRNP70,SNRPA,SNRPB,SNRPB2,SNRPC,SNRPD1,SNRPD2,SNRPD3,SNRPE,SNRPF,U2AF1,DDX39B,SF3A2,SF3B5,THOC3,DHX16,PHF5A,PRPF38A,PRPF18,SRSF9,BUD31,SART1,PRPF4,PRPF3,EFTUD2,DDX23,AQR,EIF4A3,DDX46,CDC5L,THOC1

UBA2,SAE1,HUWE1,STUB1,UBE4B,ANAPC10,PIAS3,UBE2E3,WWP1,WWP2,UBE2F,DDB1,DDB2,TRIM32,RHOBTB2,FBXW11,MGRN1,PPIL2,CDC26,ANAPC13,RCHY1,HERC4,FBXW8,UBE2S,PRPF19,ANAPC2,ANAPC4,UBE2K,BIRC2,XIAP,MDM2,MAP3K1,MID1,TRIM37,NEDD4,FZR1,UBR5,ANAPC7,UBE2J1,ANAPC11,PIAS4,UBE2R2,DET1,FANCL,UBA6,UBE2W,UBE2Q1,KLHL9,SMURF1,BIRC6,UBE2O,RFWD2,ANAPC1,SMURF2,SKP2,UBE2Z,BRCA1,TCEB1,TCEB2,TRAF6,UBE2B,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UBE2H,UBE2L3,VHL,CUL5,ITCH,SYVN1,CUL4B,CUL4A,CUL3,CUL2,PIAS1,SOCS1,CBL,CBLB,CDC23,CDC16,HERC2,HERC1,BTRC,SOCS3,UBA3,UBE2M,UBE2Q2,TRIP12,UBE4A,RNF7,KEAP1,CUL7,CDC20,CDC27,CDC34,RBX1

DNAL4,ATP5H,CREB3,DCTN2,PPARGC1A,AP2M1,AP2S1,CLTA,CLTB,CLTC,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CREB1,CREBBP,CYC1,AP2A1,AP2A2,AP2B1,DCTN1,EP300,RCOR1,GNAQ,GPX1,SLC25A4,SLC25A5,UQCR10,HTT,HDAC1,HDAC2,HIP1,APAF1,NDUFS7,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,DCTN4,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,NDUFB11,PPID,IFT57,NDUFA12,BAX,REST,SDHA,SDHB,SDHC,CREB3L2,SOD1,SP1,TAF4B,TBP,TFAM,TGM2,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,DNAL1,CASP3,CASP9,CREB3L1,COX7A2L,COX5A,TBPL1

PDCD6IP,DNM1L,RNF41,STAM2,STAMBP,EHD1,RAB31,WWP1,SNF8,VPS45,AGAP1,AP2M1,AP2S1,CLTA,CLTB,CLTC,CHMP4B,ADRBK2,AP2A1,DAB2,AP2A2,AP2B1,DNM2,EPS15,ERBB3,F2R,RAB11FIP2,EPN2,PSD3,PIP5K1C,ACAP2,CHMP2B,LDLRAP1,ARFGAP3,VPS4A,CHMP2A,GRK5,GRK6,GIT1,EPN1,SH3KBP1,EHD4,EHD3,EHD2,HRAS,HSPA1B,HSPA8,IGF1R,KIT,ARF6,RHOA,LDLR,ARRB1,SMAD2,SMAD3,ARRB2,SMAD7,MDM2,MET,NEDD4,ASAP1,PARD6A,VPS36,SH3GLB1,VPS28,CHMP5,VTA1,VPS37C,ARFGAP1,PRKCI,SH3GLB2,SMURF1,RAB22A,RAB4A,RAB5A,RAB5B,RAB5C,SMAP1,ARAP3,SH3GL1,SH3GL2,SMAP2,SMURF2,SRC,TFRC,TGFB1,TGFB2,TGFBR1,TGFBR2,TRAF6,TSG101,CHMP6,VPS37B,RUFY1,STAM,ITCH,EEA1,VPS25,ARFGAP2,PARD6G,PARD6B,CAV1,CAV2,CBL,CBLB,RAB11A,MVB12B,USP8,RABEP1,HGS,RAB11B,VPS4B,RAB11FIP3,ZFYVE16,GIT2,IQSEC1,CDC42

NFAT5,FZD10,CHP1,CREBBP,PRICKLE1,CSNK1E,CSNK2A1,CSNK2A2,CSNK2B,CTBP1,CTNNB1,PRICKLE2,DVL2,DVL3,EP300,DKK1,DAAM1,FBXW11,FZD2,CACYBP,GSK3B,APC,JUN,RHOA,LRP6,SMAD2,SMAD3,SMAD4,MYC,NFATC3,NFATC4,LEF1,NLK,PLCB3,PPARD,PPP2CA,PPP2CB,PPP2R1A,PPP2R1B,PPP2R5A,PPP2R5B,PPP2R5D,PPP2R5E,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PRKACA,MAPK8,MAPK9,PRKX,PSEN1,CTNNBIP1,VANGL2,CHD8,RAC1,RAC2,RAC3,SENP2,CCND1,ROCK1,SFRP1,SFRP2,PORCN,MAP3K7,TCF7L2,WNT8A,FZD5,TBL1XR1,FZD3,FOSL1,CAMK2D,CAMK2G,VANGL1,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,NKD1,NKD2,RUVBL1,CCND2,BTRC,CCND3,CER1,ROCK2,RBX1

ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C

AKT3,CDK2,CDK4,CDK6,CDKN1A,CDKN1B,CDKN2B,TFG,PIAS3,RALBP1,FZD10,EGLN3,CHUK,CREBBP,CRK,CRKL,CTBP1,CTNNA1,CTNNB1,DAPK1,DAPK3,DVL2,DVL3,E2F1,E2F3,EP300,AKT1,AKT2,ETS1,FGF2,FGF8,FOXO1,MTOR,ABL1,FZD2,GLI1,GLI2,GLI3,GRB2,GSK3B,GSTP1,HDAC1,HDAC2,HIF1A,APC,HRAS,BIRC2,XIAP,BIRC5,HSP90AB1,IGF1R,FAS,IKBKB,ITGA6,AR,ITGA3,ITGAV,ARAF,JAK1,JUN,JUP,KIT,KRAS,RHOA,LAMB1,LAMC1,ARNT,SMAD2,SMAD3,SMAD4,MAX,MDM2,MET,MLH1,MMP2,MSH2,MSH3,MYC,NFKB1,NFKB2,NFKBIA,NRAS,LEF1,PDGFA,PIAS4,SUFU,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,CYCS,EGLN1,PPARD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,BAD,PTEN,BAX,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RARA,RB1,CCND1,RELA,BCL2L1,BCR,RXRA,RXRB,BMP2,SKP2,SLC2A1,BMP4,SMO,SOS1,SOS2,BRCA2,STAT1,STAT3,STAT5B,STK4,TCEB1,TCEB2,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,TPM3,TPR,HSP90B1,TRAF2,TRAF3,TRAF6,VEGFA,VEGFB,VHL,WNT8A,FZD5,FZD3,CCDC6,NCOA4,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,CASP3,CASP9,CUL2,PIK3R3,PIAS1,RUNX1T1,CBL,CBLB,FADD,FGF17,CCNE1,CCNE2,TRAF4,RBX1,CDC42,CDH1

ADAM10,CDK5,ATP5H,CHP1,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,ATF6,NCSTN,BACE1,BACE2,GAPDH,GNAQ,GSK3B,UQCR10,HSD17B10,APAF1,IDE,APOE,APP,FAS,NDUFS7,MME,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP2A2,ATP5A1,ATP5C1,NDUFA13,APH1A,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,NDUFB11,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PSENEN,MAPK1,MAPK3,NDUFA12,PSEN1,PSEN2,BAD,SDHA,SDHB,SDHC,SNCA,ADAM17,TNFRSF1A,UQCRC1,UQCRC2,UQCRH,CALM1,CALM3,CAPN1,CAPN2,CASP3,CASP9,FADD,CDK5R1,NAE1,COX7A2L,COX5A,EIF2AK3 ADA,NME6,PAICS,POLR3F,POLR3G,POLR3C,POLD3,ADCY3,POLR3A,NUDT5,ADSSL1,CANT1,ADK,ADSL,ADSS,DCK,POLR3H,AK2,AK4,NT5C2,POLA2,POLR1A,GART,GMPR,GUK1,NME7,NT5C,ZNRD1,NUDT2,APRT,IMPDH1,IMPDH2,ITPA,ATIC,NME3,NME4,PNP,POLR1D,GMPR2,PDE3B,PDE6D,PDE7A,PDE8A,PDE9A,PDE1B,POLR3K,PFAS,PGM1,NUDT9,POLE3,POLA1,POLD1,POLD2,POLE2,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,PPAT,PGM2,PRIM1,POLR3B,PRPS1,POLE4,ADPRM,POLD4,PRUNE,RRM1,RRM2,POLR1E,POLR3D,POLR1B,NTPCR,PDE5A,PNPT1,GMPS,PAPSS1,POLR1C,ENTPD6,ENTPD5,ENTPD4

AKT3,MAP3K2,GADD45G,DUSP14,CHP1,CHUK,MAP3K8,ATF2,CRK,CRKL,DAXX,GADD45A,DDIT3,DUSP1,DUSP3,DUSP5,DUSP6,DUSP7,AKT1,AKT2,FGF2,FGF8,RRAS2,MRAS,TAB2,FLNA,MAPK8IP3,FLNB,FLNC,RPS6KA6,GNA12,MKNK2,GRB2,HRAS,HSPA1B,HSPA8,HSPB1,FAS,IKBKB,JUN,JUND,KRAS,ARRB1,ARRB2,MAX,MAP3K1,MAP3K3,MAP3K4,MAP3K11,MYC,GADD45B,ATF4,NF1,NFATC4,NFKB1,NFKB2,NRAS,PAK1,PAK2,ECSIT,PDGFA,NLK,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PPP5C,PRKACA,MAPK1,MAPK3,GNG12,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K6,MAP2K7,PRKX,DUSP22,TAOK1,RAC1,RAC2,RAC3,RAF1,RAP1B,RASA1,CACNG7,RELA,RPS6KA2,RPS6KA3,RRAS,MAPK12,MAP2K4,SOS1,SOS2,SRF,STK4,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,MAP3K12,CACNA2D1,CACNB3,MAPKAPK3,DUSP16,PLA2G12A,CASP3,MAP4K3,MAPKAPK5,MKNK1,LAMTOR3,FGF17,MAP3K14,MAPKAPK2,MAP4K4,RAPGEF2,CDC25B,CDC42 ARPC4,ARPC3,ARPC1B,ARPC2,ABI2,WASF2,PAK4,MYL12B,MYL9,ARPC1A,MYL12A,GNA13,CFL1,NCKAP1,IQGAP2,CRK,CRKL,CSK,DIAPH1,DOCK1,PIKFYVE,F2R,FGD1,FGF2,FGF8,RRAS2,MRAS,ARHGEF12,PIP5K1C,CYFIP2,GNA12,GIT1,ARHGAP35,APC,HRAS,ITGA6,ITGA3,ITGA5,ITGAV,ARAF,ITGB5,ITGB8,KRAS,RHOA,LIMK1,MSN,MYH9,MYH10,MYLK,PPP1R12A,NRAS,PAK1,PAK2,PDGFA,PFN1,PFN2,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PIP4K2A,PPP1CA,PPP1CC,ENAH,MAPK1,MAPK3,GNG12,PDGFC,MAP2K1,MAP2K2,MYL7,RAC1,RAC2,RAC3,RAF1,RDX,ACTB,ROCK1,RRAS,SOS1,SOS2,TIAM1,TMSB4X,VCL,EZR,PIP4K2C,ACTN4,ARPC5L,PIP4K2B,PIK3R3,ACTN1,FGF17,IQGAP1,ARHGEF7,WASF1,WASL,ROCK2,BCAR1,CDC42

CDK2,CDK4,CDK6,CDK7,CDKN1A,CDKN1B,STAG1,CDKN2B,ANAPC10,MAD2L2,STAG2,GADD45G,DBF4,YWHAQ,CHEK1,CHEK2,CREBBP,GADD45A,E2F1,E2F3,E2F4,E2F5,EP300,ORC3,CDC26,ABL1,ANAPC13,SFN,GSK3B,ANAPC2,ANAPC4,HDAC1,HDAC2,MAD2L1,SMAD2,SMAD3,SMAD4,MCM2,MCM3,MCM4,MCM5,MCM6,MCM7,MDM2,MYC,GADD45B,ATM,ORC1,ORC2,ORC4,ORC5,FZR1,ANAPC7,ANAPC11,PLK1,ATR,PRKDC,RAD21,RB1,RBL1,CCND1,ANAPC1,SKP2,BUB1,BUB1B,TFDP1,TFDP2,TGFB1,TGFB2,TTK,WEE1,YWHAB,YWHAE,YWHAG,YWHAH,YWHAZ,ZBTB17,SMC1A,CDC7,CDC45,MAD1L1,CDC14A,CDC23,CDC16,CCNA2,CCNB1,CCND2,CCND3,CCNE1,CCNH,PKMYT1,SMC3,CCNB2,CCNE2,BUB3,PTTG1,ESPL1,CDK1,CDC6,CDC20,CDC25A,CDC25B,CDC25C,CDC27,RBX1 SNUPN,EIF1,POP7,SRRM1,SAP18,EIF1B,PRMT5,TACC3,NXF1,RPP30,RPP38,PAIP1,POP4,RPP40,RNPS1,POP1,STRAP,DDX20,XPOT,CLNS1A,NUP35,RPP25L,EEF1A1,EEF1A2,EIF2S1,EIF2B1,EIF4A1,EIF4B,EIF4E,EIF4EBP1,EIF4G1,EIF4G2,EIF5,CASC3,NCBP2,ACIN1,NUP205,NUP210,NUP62,GEMIN5,UPF2,PABPC1,NXT1,NUP43,EIF3E,KPNB1,MAGOH,NCBP1,NUP88,NUP98,GEMIN4,NMD3,POP5,PHAX,NUP54,PNN,RPP25,GEMIN8,MAGOHB,ELAC1,NDC1,NUP133,NXT2,NUP107,THOC2,XPO5,RAN,RANBP2,RANGAP1,SENP2,UPF1,ELAC2,SEC13,UPF3B,SMN1,SUMO3,SUMO2,TPR,SUMO1,XPO1,NUP37,DDX39B,THOC6,GEMIN7,GEMIN6,RPP21,NUP85,THOC7,NUP214,AAAS,SEH1L,THOC3,RAE1,THOC5,EIF3A,EIF3B,EIF3C,EIF3D,EIF3F,EIF3G,EIF3H,EIF3I,EIF4G3,PABPC4,EIF2B4,EIF2B2,EIF2B5,EIF2S2,EIF4E2,NUP155,EIF5B,TGS1,NUP93,EIF4A3,NUP153,THOC1 PREB,PDIA6,BCAP31,STUB1,UBE4B,DNAJA2,MARCH6,SEC24B,UBE2E3,SEC23B,SEC23A,HYOU1,SEC24A,HSPH1,MAN1A2,SEC61B,OS9,LMAN2,ERP29,CKAP4,SEC63,MAN1B1,ATF6B,DAD1,DDIT3,DDOST,EIF2S1,STT3B,HSPA4L,ATF6,GANAB,TRAM1,SEC61G,HSPBP1,PPP1R15A,SVIP,AMFR,EIF2AK1,ERLEC1,PDIA3,SEC61A1,UBQLN2,UBQLN1,DNAJB2,DNAJA1,HSPA1B,HSPA5,HSPA8,HSP90AB1,DNAJB1,STT3A,LMAN1,ATXN3,EIF2AK4,ATF4,NFE2L2,P4HB,DERL2,SAR1B,UBE2J1,DNAJC10,DNAJB12,SEC61A2,YOD1,NPLOC4,EDEM2,NGLY1,PRKCSH,NSFL1C,MAPK8,MAPK9,MAP2K7,DNAJC3,UGGT1,UBQLN4,MAN1C1,BAG1,BAK1,BAX,RAD23A,RAD23B,RNF5,RPN1,RPN2,RRBP1,SEC13,SEL1L,DNAJC1,SIL1,SSR1,SSR2,SSR3,SSR4,SEC62,HSP90B1,TRAF2,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UFD1L,VCP,WFS1,XBP1,MOGS,DERL1,TUSC3,EDEM3,UBXN6,CALR,CANX,CAPN1,CAPN2,SYVN1,MBTPS1,PLAA,EIF2AK3,BAG2,SEC24C,EDEM1,HERPUD1,RBX1

DNAL4,ATP5H,CREB3,DCTN2,PPARGC1A,AP2M1,AP2S1,CLTA,CLTB,CLTC,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CREB1,CREBBP,CYC1,AP2A1,AP2A2,AP2B1,DCTN1,EP300,RCOR1,GNAQ,GPX1,SLC25A4,SLC25A5,UQCR10,HTT,HDAC1,HDAC2,HIP1,APAF1,NDUFS7,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,DCTN4,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,NDUFB11,PPID,IFT57,NDUFA12,BAX,REST,SDHA,SDHB,SDHC,CREB3L2,SOD1,SP1,TAF4B,TBP,TFAM,TGM2,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,DNAL1,CASP3,CASP9,CREB3L1,COX7A2L,COX5A,TBPL1

PDCD6IP,DNM1L,RNF41,STAM2,STAMBP,EHD1,RAB31,WWP1,SNF8,VPS45,AGAP1,AP2M1,AP2S1,CLTA,CLTB,CLTC,CHMP4B,ADRBK2,AP2A1,DAB2,AP2A2,AP2B1,DNM2,EPS15,ERBB3,F2R,RAB11FIP2,EPN2,PSD3,PIP5K1C,ACAP2,CHMP2B,LDLRAP1,ARFGAP3,VPS4A,CHMP2A,GRK5,GRK6,GIT1,EPN1,SH3KBP1,EHD4,EHD3,EHD2,HRAS,HSPA1B,HSPA8,IGF1R,KIT,ARF6,RHOA,LDLR,ARRB1,SMAD2,SMAD3,ARRB2,SMAD7,MDM2,MET,NEDD4,ASAP1,PARD6A,VPS36,SH3GLB1,VPS28,CHMP5,VTA1,VPS37C,ARFGAP1,PRKCI,SH3GLB2,SMURF1,RAB22A,RAB4A,RAB5A,RAB5B,RAB5C,SMAP1,ARAP3,SH3GL1,SH3GL2,SMAP2,SMURF2,SRC,TFRC,TGFB1,TGFB2,TGFBR1,TGFBR2,TRAF6,TSG101,CHMP6,VPS37B,RUFY1,STAM,ITCH,EEA1,VPS25,ARFGAP2,PARD6G,PARD6B,CAV1,CAV2,CBL,CBLB,RAB11A,MVB12B,USP8,RABEP1,HGS,RAB11B,VPS4B,RAB11FIP3,ZFYVE16,GIT2,IQSEC1,CDC42

ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C

AKT3,CDK2,CDK4,CDK6,CDKN1A,CDKN1B,CDKN2B,TFG,PIAS3,RALBP1,FZD10,EGLN3,CHUK,CREBBP,CRK,CRKL,CTBP1,CTNNA1,CTNNB1,DAPK1,DAPK3,DVL2,DVL3,E2F1,E2F3,EP300,AKT1,AKT2,ETS1,FGF2,FGF8,FOXO1,MTOR,ABL1,FZD2,GLI1,GLI2,GLI3,GRB2,GSK3B,GSTP1,HDAC1,HDAC2,HIF1A,APC,HRAS,BIRC2,XIAP,BIRC5,HSP90AB1,IGF1R,FAS,IKBKB,ITGA6,AR,ITGA3,ITGAV,ARAF,JAK1,JUN,JUP,KIT,KRAS,RHOA,LAMB1,LAMC1,ARNT,SMAD2,SMAD3,SMAD4,MAX,MDM2,MET,MLH1,MMP2,MSH2,MSH3,MYC,NFKB1,NFKB2,NFKBIA,NRAS,LEF1,PDGFA,PIAS4,SUFU,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,CYCS,EGLN1,PPARD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,BAD,PTEN,BAX,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RARA,RB1,CCND1,RELA,BCL2L1,BCR,RXRA,RXRB,BMP2,SKP2,SLC2A1,BMP4,SMO,SOS1,SOS2,BRCA2,STAT1,STAT3,STAT5B,STK4,TCEB1,TCEB2,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,TPM3,TPR,HSP90B1,TRAF2,TRAF3,TRAF6,VEGFA,VEGFB,VHL,WNT8A,FZD5,FZD3,CCDC6,NCOA4,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,CASP3,CASP9,CUL2,PIK3R3,PIAS1,RUNX1T1,CBL,CBLB,FADD,FGF17,CCNE1,CCNE2,TRAF4,RBX1,CDC42,CDH1

ADAM10,CDK5,ATP5H,CHP1,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CYC1,ATF6,NCSTN,BACE1,BACE2,GAPDH,GNAQ,GSK3B,UQCR10,HSD17B10,APAF1,IDE,APOE,APP,FAS,NDUFS7,MME,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP2A2,ATP5A1,ATP5C1,NDUFA13,APH1A,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,NDUFB11,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PSENEN,MAPK1,MAPK3,NDUFA12,PSEN1,PSEN2,BAD,SDHA,SDHB,SDHC,SNCA,ADAM17,TNFRSF1A,UQCRC1,UQCRC2,UQCRH,CALM1,CALM3,CAPN1,CAPN2,CASP3,CASP9,FADD,CDK5R1,NAE1,COX7A2L,COX5A,EIF2AK3 AKT3,MAP3K2,GADD45G,DUSP14,CHP1,CHUK,MAP3K8,ATF2,CRK,CRKL,DAXX,GADD45A,DDIT3,DUSP1,DUSP3,DUSP5,DUSP6,DUSP7,AKT1,AKT2,FGF2,FGF8,RRAS2,MRAS,TAB2,FLNA,MAPK8IP3,FLNB,FLNC,RPS6KA6,GNA12,MKNK2,GRB2,HRAS,HSPA1B,HSPA8,HSPB1,FAS,IKBKB,JUN,JUND,KRAS,ARRB1,ARRB2,MAX,MAP3K1,MAP3K3,MAP3K4,MAP3K11,MYC,GADD45B,ATF4,NF1,NFATC4,NFKB1,NFKB2,NRAS,PAK1,PAK2,ECSIT,PDGFA,NLK,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PPP5C,PRKACA,MAPK1,MAPK3,GNG12,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K6,MAP2K7,PRKX,DUSP22,TAOK1,RAC1,RAC2,RAC3,RAF1,RAP1B,RASA1,CACNG7,RELA,RPS6KA2,RPS6KA3,RRAS,MAPK12,MAP2K4,SOS1,SOS2,SRF,STK4,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,MAP3K12,CACNA2D1,CACNB3,MAPKAPK3,DUSP16,PLA2G12A,CASP3,MAP4K3,MAPKAPK5,MKNK1,LAMTOR3,FGF17,MAP3K14,MAPKAPK2,MAP4K4,RAPGEF2,CDC25B,CDC42

PREB,PDIA6,BCAP31,STUB1,UBE4B,DNAJA2,MARCH6,SEC24B,UBE2E3,SEC23B,SEC23A,HYOU1,SEC24A,HSPH1,MAN1A2,SEC61B,OS9,LMAN2,ERP29,CKAP4,SEC63,MAN1B1,ATF6B,DAD1,DDIT3,DDOST,EIF2S1,STT3B,HSPA4L,ATF6,GANAB,TRAM1,SEC61G,HSPBP1,PPP1R15A,SVIP,AMFR,EIF2AK1,ERLEC1,PDIA3,SEC61A1,UBQLN2,UBQLN1,DNAJB2,DNAJA1,HSPA1B,HSPA5,HSPA8,HSP90AB1,DNAJB1,STT3A,LMAN1,ATXN3,EIF2AK4,ATF4,NFE2L2,P4HB,DERL2,SAR1B,UBE2J1,DNAJC10,DNAJB12,SEC61A2,YOD1,NPLOC4,EDEM2,NGLY1,PRKCSH,NSFL1C,MAPK8,MAPK9,MAP2K7,DNAJC3,UGGT1,UBQLN4,MAN1C1,BAG1,BAK1,BAX,RAD23A,RAD23B,RNF5,RPN1,RPN2,RRBP1,SEC13,SEL1L,DNAJC1,SIL1,SSR1,SSR2,SSR3,SSR4,SEC62,HSP90B1,TRAF2,UBE2D1,UBE2E1,UBE2E2,UBE2G1,UBE2G2,UFD1L,VCP,WFS1,XBP1,MOGS,DERL1,TUSC3,EDEM3,UBXN6,CALR,CANX,CAPN1,CAPN2,SYVN1,MBTPS1,PLAA,EIF2AK3,BAG2,SEC24C,EDEM1,HERPUD1,RBX1

DNAL4,ATP5H,CREB3,DCTN2,PPARGC1A,AP2M1,AP2S1,CLTA,CLTB,CLTC,NDUFA11,COX4I1,COX5B,COX6B1,COX6C,COX7B,COX8A,CREB1,CREBBP,CYC1,AP2A1,AP2A2,AP2B1,DCTN1,EP300,RCOR1,GNAQ,GPX1,SLC25A4,SLC25A5,UQCR10,HTT,HDAC1,HDAC2,HIP1,APAF1,NDUFS7,NDUFA1,NDUFA2,NDUFA4,NDUFA6,NDUFA7,NDUFA8,NDUFAB1,NDUFB4,NDUFB5,NDUFB6,NDUFB7,NDUFB9,NDUFC1,NDUFC2,NDUFS1,NDUFS2,NDUFV1,NDUFS4,NDUFS6,NDUFS8,NDUFV2,NDUFV3,ATP5A1,ATP5C1,NDUFA13,DCTN4,ATP5D,ATP5E,ATP5F1,ATP5G1,ATP5G3,ATP5J,PLCB3,CYCS,POLR2B,POLR2C,POLR2D,POLR2E,POLR2F,POLR2G,POLR2H,POLR2I,POLR2J,POLR2K,POLR2L,NDUFB11,PPID,IFT57,NDUFA12,BAX,REST,SDHA,SDHB,SDHC,CREB3L2,SOD1,SP1,TAF4B,TBP,TFAM,TGM2,UQCRC1,UQCRC2,UQCRH,VDAC1,VDAC2,VDAC3,DNAL1,CASP3,CASP9,CREB3L1,COX7A2L,COX5A,TBPL1

PDCD6IP,DNM1L,RNF41,STAM2,STAMBP,EHD1,RAB31,WWP1,SNF8,VPS45,AGAP1,AP2M1,AP2S1,CLTA,CLTB,CLTC,CHMP4B,ADRBK2,AP2A1,DAB2,AP2A2,AP2B1,DNM2,EPS15,ERBB3,F2R,RAB11FIP2,EPN2,PSD3,PIP5K1C,ACAP2,CHMP2B,LDLRAP1,ARFGAP3,VPS4A,CHMP2A,GRK5,GRK6,GIT1,EPN1,SH3KBP1,EHD4,EHD3,EHD2,HRAS,HSPA1B,HSPA8,IGF1R,KIT,ARF6,RHOA,LDLR,ARRB1,SMAD2,SMAD3,ARRB2,SMAD7,MDM2,MET,NEDD4,ASAP1,PARD6A,VPS36,SH3GLB1,VPS28,CHMP5,VTA1,VPS37C,ARFGAP1,PRKCI,SH3GLB2,SMURF1,RAB22A,RAB4A,RAB5A,RAB5B,RAB5C,SMAP1,ARAP3,SH3GL1,SH3GL2,SMAP2,SMURF2,SRC,TFRC,TGFB1,TGFB2,TGFBR1,TGFBR2,TRAF6,TSG101,CHMP6,VPS37B,RUFY1,STAM,ITCH,EEA1,VPS25,ARFGAP2,PARD6G,PARD6B,CAV1,CAV2,CBL,CBLB,RAB11A,MVB12B,USP8,RABEP1,HGS,RAB11B,VPS4B,RAB11FIP3,ZFYVE16,GIT2,IQSEC1,CDC42

ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C

AKT3,CDK2,CDK4,CDK6,CDKN1A,CDKN1B,CDKN2B,TFG,PIAS3,RALBP1,FZD10,EGLN3,CHUK,CREBBP,CRK,CRKL,CTBP1,CTNNA1,CTNNB1,DAPK1,DAPK3,DVL2,DVL3,E2F1,E2F3,EP300,AKT1,AKT2,ETS1,FGF2,FGF8,FOXO1,MTOR,ABL1,FZD2,GLI1,GLI2,GLI3,GRB2,GSK3B,GSTP1,HDAC1,HDAC2,HIF1A,APC,HRAS,BIRC2,XIAP,BIRC5,HSP90AB1,IGF1R,FAS,IKBKB,ITGA6,AR,ITGA3,ITGAV,ARAF,JAK1,JUN,JUP,KIT,KRAS,RHOA,LAMB1,LAMC1,ARNT,SMAD2,SMAD3,SMAD4,MAX,MDM2,MET,MLH1,MMP2,MSH2,MSH3,MYC,NFKB1,NFKB2,NFKBIA,NRAS,LEF1,PDGFA,PIAS4,SUFU,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,CYCS,EGLN1,PPARD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,BAD,PTEN,BAX,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RARA,RB1,CCND1,RELA,BCL2L1,BCR,RXRA,RXRB,BMP2,SKP2,SLC2A1,BMP4,SMO,SOS1,SOS2,BRCA2,STAT1,STAT3,STAT5B,STK4,TCEB1,TCEB2,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,TPM3,TPR,HSP90B1,TRAF2,TRAF3,TRAF6,VEGFA,VEGFB,VHL,WNT8A,FZD5,FZD3,CCDC6,NCOA4,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,CASP3,CASP9,CUL2,PIK3R3,PIAS1,RUNX1T1,CBL,CBLB,FADD,FGF17,CCNE1,CCNE2,TRAF4,RBX1,CDC42,CDH1 AKT3,MAP3K2,GADD45G,DUSP14,CHP1,CHUK,MAP3K8,ATF2,CRK,CRKL,DAXX,GADD45A,DDIT3,DUSP1,DUSP3,DUSP5,DUSP6,DUSP7,AKT1,AKT2,FGF2,FGF8,RRAS2,MRAS,TAB2,FLNA,MAPK8IP3,FLNB,FLNC,RPS6KA6,GNA12,MKNK2,GRB2,HRAS,HSPA1B,HSPA8,HSPB1,FAS,IKBKB,JUN,JUND,KRAS,ARRB1,ARRB2,MAX,MAP3K1,MAP3K3,MAP3K4,MAP3K11,MYC,GADD45B,ATF4,NF1,NFATC4,NFKB1,NFKB2,NRAS,PAK1,PAK2,ECSIT,PDGFA,NLK,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PPP5C,PRKACA,MAPK1,MAPK3,GNG12,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K6,MAP2K7,PRKX,DUSP22,TAOK1,RAC1,RAC2,RAC3,RAF1,RAP1B,RASA1,CACNG7,RELA,RPS6KA2,RPS6KA3,RRAS,MAPK12,MAP2K4,SOS1,SOS2,SRF,STK4,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,MAP3K12,CACNA2D1,CACNB3,MAPKAPK3,DUSP16,PLA2G12A,CASP3,MAP4K3,MAPKAPK5,MKNK1,LAMTOR3,FGF17,MAP3K14,MAPKAPK2,MAP4K4,RAPGEF2,CDC25B,CDC42

ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C

AKT3,CDK2,CDK4,CDK6,CDKN1A,CDKN1B,CDKN2B,TFG,PIAS3,RALBP1,FZD10,EGLN3,CHUK,CREBBP,CRK,CRKL,CTBP1,CTNNA1,CTNNB1,DAPK1,DAPK3,DVL2,DVL3,E2F1,E2F3,EP300,AKT1,AKT2,ETS1,FGF2,FGF8,FOXO1,MTOR,ABL1,FZD2,GLI1,GLI2,GLI3,GRB2,GSK3B,GSTP1,HDAC1,HDAC2,HIF1A,APC,HRAS,BIRC2,XIAP,BIRC5,HSP90AB1,IGF1R,FAS,IKBKB,ITGA6,AR,ITGA3,ITGAV,ARAF,JAK1,JUN,JUP,KIT,KRAS,RHOA,LAMB1,LAMC1,ARNT,SMAD2,SMAD3,SMAD4,MAX,MDM2,MET,MLH1,MMP2,MSH2,MSH3,MYC,NFKB1,NFKB2,NFKBIA,NRAS,LEF1,PDGFA,PIAS4,SUFU,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,CYCS,EGLN1,PPARD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,BAD,PTEN,BAX,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RARA,RB1,CCND1,RELA,BCL2L1,BCR,RXRA,RXRB,BMP2,SKP2,SLC2A1,BMP4,SMO,SOS1,SOS2,BRCA2,STAT1,STAT3,STAT5B,STK4,TCEB1,TCEB2,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,TPM3,TPR,HSP90B1,TRAF2,TRAF3,TRAF6,VEGFA,VEGFB,VHL,WNT8A,FZD5,FZD3,CCDC6,NCOA4,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,CASP3,CASP9,CUL2,PIK3R3,PIAS1,RUNX1T1,CBL,CBLB,FADD,FGF17,CCNE1,CCNE2,TRAF4,RBX1,CDC42,CDH1 AKT3,MAP3K2,GADD45G,DUSP14,CHP1,CHUK,MAP3K8,ATF2,CRK,CRKL,DAXX,GADD45A,DDIT3,DUSP1,DUSP3,DUSP5,DUSP6,DUSP7,AKT1,AKT2,FGF2,FGF8,RRAS2,MRAS,TAB2,FLNA,MAPK8IP3,FLNB,FLNC,RPS6KA6,GNA12,MKNK2,GRB2,HRAS,HSPA1B,HSPA8,HSPB1,FAS,IKBKB,JUN,JUND,KRAS,ARRB1,ARRB2,MAX,MAP3K1,MAP3K3,MAP3K4,MAP3K11,MYC,GADD45B,ATF4,NF1,NFATC4,NFKB1,NFKB2,NRAS,PAK1,PAK2,ECSIT,PDGFA,NLK,PPP3CA,PPP3CB,PPP3CC,PPP3R1,PPP5C,PRKACA,MAPK1,MAPK3,GNG12,MAPK7,MAPK8,MAPK9,MAP2K1,MAP2K2,MAP2K5,MAP2K6,MAP2K7,PRKX,DUSP22,TAOK1,RAC1,RAC2,RAC3,RAF1,RAP1B,RASA1,CACNG7,RELA,RPS6KA2,RPS6KA3,RRAS,MAPK12,MAP2K4,SOS1,SOS2,SRF,STK4,MAP3K7,TGFB1,TGFB2,TGFBR1,TGFBR2,TNFRSF1A,TRAF2,TRAF6,MAP3K12,CACNA2D1,CACNB3,MAPKAPK3,DUSP16,PLA2G12A,CASP3,MAP4K3,MAPKAPK5,MKNK1,LAMTOR3,FGF17,MAP3K14,MAPKAPK2,MAP4K4,RAPGEF2,CDC25B,CDC42

ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C

AKT3,CDK2,CDK4,CDK6,CDKN1A,CDKN1B,CDKN2B,TFG,PIAS3,RALBP1,FZD10,EGLN3,CHUK,CREBBP,CRK,CRKL,CTBP1,CTNNA1,CTNNB1,DAPK1,DAPK3,DVL2,DVL3,E2F1,E2F3,EP300,AKT1,AKT2,ETS1,FGF2,FGF8,FOXO1,MTOR,ABL1,FZD2,GLI1,GLI2,GLI3,GRB2,GSK3B,GSTP1,HDAC1,HDAC2,HIF1A,APC,HRAS,BIRC2,XIAP,BIRC5,HSP90AB1,IGF1R,FAS,IKBKB,ITGA6,AR,ITGA3,ITGAV,ARAF,JAK1,JUN,JUP,KIT,KRAS,RHOA,LAMB1,LAMC1,ARNT,SMAD2,SMAD3,SMAD4,MAX,MDM2,MET,MLH1,MMP2,MSH2,MSH3,MYC,NFKB1,NFKB2,NFKBIA,NRAS,LEF1,PDGFA,PIAS4,SUFU,PIK3CA,PIK3CB,PIK3R1,PIK3R2,PLCG1,CYCS,EGLN1,PPARD,MAPK1,MAPK3,MAPK8,MAPK9,MAP2K1,MAP2K2,BAD,PTEN,BAX,RAC1,RAC2,RAC3,RAD51,RAF1,RALA,RALB,RARA,RB1,CCND1,RELA,BCL2L1,BCR,RXRA,RXRB,BMP2,SKP2,SLC2A1,BMP4,SMO,SOS1,SOS2,BRCA2,STAT1,STAT3,STAT5B,STK4,TCEB1,TCEB2,TCF7L2,TGFB1,TGFB2,TGFBR1,TGFBR2,TPM3,TPR,HSP90B1,TRAF2,TRAF3,TRAF6,VEGFA,VEGFB,VHL,WNT8A,FZD5,FZD3,CCDC6,NCOA4,AXIN1,AXIN2,FZD1,FZD6,FZD7,FZD8,TCF7L1,CASP3,CASP9,CUL2,PIK3R3,PIAS1,RUNX1T1,CBL,CBLB,FADD,FGF17,CCNE1,CCNE2,TRAF4,RBX1,CDC42,CDH1

ADA,GNPDA1,GNE,PIGK,COX17,ALG3,NME6,AKR1A1,CDO1,BPNT1,CEPT1,CDS1,ST3GAL6,CDIPT,ACAA2,ATP5H,AGPAT1,AGPAT2,PAICS,POLR3F,POLR3G,POLR3C,ATP5L,PMVK,B3GNT2,EBP,POLD3,MTHFD2,DHRS4,MAN1A2,HIBADH,POLR3A,CHKA,POLG2,SAT2,MAN1B1,B4GALT7,PLCD3,CYP2U1,CKB,CYP2R1,ADSSL1,NDUFA11,B3GALT6,PIGU,MBOAT2,COMT,ADK,COX4I1,GNPDA2,COX5B,COX6B1,COX6C,COX7B,COX8A,COX10,COX11,COX15,CPOX,UPRT,NANP,CS,ALG10B,CTH,CYC1,ATP6V0E2,RDH10,ADSL,CYP11A1,ADSS,DAD1,DGKA,DGKH,DCK,DCTD,DDOST,POLR3H,DHCR7,DHCR24,DHFR,DHODH,DLAT,DLD,DLST,DNMT1,TRDMT1,DNMT3A,DNMT3B,DPAGT1,DUT,AHCY,ALG14,STT3B,ENO2,AK2,AK4,EPHX2,EPRS,ALAD,ALAS1,EXT1,EXTL3,ACSL3,ACSL4,FAH,ALDH1B1,FASN,FDFT1,FDPS,ALDH9A1,FECH,ALDH3A2,DOLK,CHSY1,SEPHS2,SEPHS1,RPIA,NT5C2,ALDOC,GANAB,AHCYL2,PIP5K1C,QPRT,TGDS,NNT,PIGN,FPGS,AMACR,POLA2,PISD,ALPL,FUT8,KDSR,LCLAT1,GAA,PGLS,GALK1,GALK2,GALNS,POLR1A,GALNT1,GALNT2,MTHFD1L,GALT,SGMS1,GAPDH,GLCE,GART,AMD1,PHGDH,B3GAT3,HIBCH,GBA,GBE1,GAPDHS,GCDH,GCNT1,GFPT1,ACAD8,ST6GALNAC4,GK,GLB1,COQ2,GCLC,GCLM,GLDC,MCAT,GLS,AMT,GLUL,GMDS,GNS,GOT1,GOT2,PGP,PIGW,ANPEP,C