features,Somatic mutation,CNA,Muation Signature ABL1,O,O, ACVR1,O,O, AKT1,O,O, AKT2,O,O, AKT3,O,O, ALK,O,O, ALOX12B,O,O, APC,O,O, AR,O,O, ARAF,O,O, ARID1A,O,O, ARID1B,O,O, ARID2,O,O, ASXL1,O,O, ATM,O,O, ATR,O,O, ATRX,O,O, AURKA,O,O, AURKB,O,O, AXIN2,O,O, AXL,O,O, B2M,O,O, BABAM1,O,O, BAP1,O,O, BARD1,O,O, BCL2,O,O, BCL2L1,O,O, BCL6,O,O, BCOR,O,O, BCORL1,O,O, BLM,O,O, BMPR1A,O,O, BRAF,O,O, BRCA1,O,O, BRCA2,O,O, BRD4,O,O, BRIP1,O,O, CALR,O,O, CARD11,O,O, CASP8,O,O, CBFB,O,O, CBL,O,O, CCND1,O,O, CCND2,O,O, CCND3,O,O, CCNE1,O,O, CD274,O,O, CD79B,O,O, CDC73,O,O, CDH1,O,O, CDK12,O,O, CDK4,O,O, CDK6,O,O, CDK8,O,O, CDKN1A,O,O, CDKN1B,O,O, CDKN2A,O,O, CDKN2B,O,O, CDKN2C,O,O, CEBPA,O,O, CHEK1,O,O, CHEK2,O,O, CIC,O,O, CREBBP,O,O, CRKL,O,O, CRLF2,O,O, CSF1R,O,O, CSF3R,O,O, CTCF,O,O, CTLA4,O,O, CTNNA1,O,O, CTNNB1,O,O, CXCR4,O,O, CYLD,O,O, DAXX,O,O, DDR2,O,O, DICER1,O,O, DIS3,O,O, DNMT3A,O,O, EED,O,O, EGFR,O,O, EP300,O,O, EPCAM,O,O, EPHA3,O,O, EPHA5,O,O, EPHA7,O,O, ERBB2,O,O, ERBB3,O,O, ERBB4,O,O, ERCC2,O,O, ERCC3,O,O, ERCC4,O,O, ERCC5,O,O, ERG,O,O, ESR1,O,O, ETV1,O,O, ETV6,O,O, EZH2,O,O, FAM175A,O,O, FAM46C,O,O, FANCA,O,O, FANCC,O,O, FANCD2,O,O, FANCE,O,O, FANCF,O,O, FANCG,O,O, FANCL,O,O, FAS,O,O, FAT1,O,O, FBXW7,O,O, FGFR1,O,O, FGFR2,O,O, FGFR3,O,O, FGFR4,O,O, FH,O,O, FLCN,O,O, FLT1,O,O, FLT3,O,O, FLT4,O,O, FOXA1,O,O, FOXL2,O,O, GATA2,O,O, GATA3,O,O, GATA4,O,O, GATA6,O,O, GLI1,O,O, GNA11,O,O, GNAQ,O,O, GNAS,O,O, GREM1,O,O, H3F3A,O,O, H3F3B,O,O, HIST1H3B,O,O, HIST1H3C,O,O, HNF1A,O,O, HOXB13,O,O, HRAS,O,O, ID3,O,O, IDH1,O,O, IDH2,O,O, IGF1R,O,O, IGF2,O,O, IKZF1,O,O, IL7R,O,O, JAK1,O,O, JAK2,O,O, JAK3,O,O, KAT6A,O,O, KDM5A,O,O, KDM5C,O,O, KDM6A,O,O, KDR,O,O, KEAP1,O,O, KIT,O,O, KLF4,O,O, KMT2A,O,O, KMT2D,O,O, KRAS,O,O, LMO1,O,O, MAP2K1,O,O, MAP2K2,O,O, MAP2K4,O,O, MAP3K1,O,O, MAPK1,O,O, MAX,O,O, MCL1,O,O, MDM2,O,O, MDM4,O,O, MED12,O,O, MEF2B,O,O, MEN1,O,O, MET,O,O, MGA,O,O, MITF,O,O, MLH1,O,O, MPL,O,O, MRE11A,O,O, MSH2,O,O, MSH6,O,O, MTOR,O,O, MUTYH,O,O, MYC,O,O, MYCL,O,O, MYCN,O,O, MYD88,O,O, NBN,O,O, NEGR1,O,O, NF1,O,O, NF2,O,O, NFE2L2,O,O, NFKBIA,O,O, NKX2-1,O,O, NKX3-1,O,O, NOTCH1,O,O, NOTCH2,O,O, NOTCH3,O,O, NPM1,O,O, NRAS,O,O, NSD1,O,O, NTHL1,O,O, NTRK1,O,O, NTRK2,O,O, NTRK3,O,O, PALB2,O,O, PARK2,O,O, PAX5,O,O, PBRM1,O,O, PDCD1LG2,O,O, PDGFRA,O,O, PDGFRB,O,O, PHOX2B,O,O, PIK3C2B,O,O, PIK3CA,O,O, PIK3R1,O,O, PIM1,O,O, PMS1,O,O, PMS2,O,O, PNRC1,O,O, POLD1,O,O, POLE,O,O, PPARG,O,O, PPM1D,O,O, PPP2R1A,O,O, PRDM1,O,O, PRKAR1A,O,O, PRKCI,O,O, PRKDC,O,O, PTCH1,O,O, PTEN,O,O, PTPN11,O,O, PTPRD,O,O, QKI,O,O, RAC1,O,O, RAD21,O,O, RAD50,O,O, RAD51,O,O, RAD51C,O,O, RAD51D,O,O, RAD52,O,O, RAF1,O,O, RARA,O,O, RASA1,O,O, RB1,O,O, RBM10,O,O, RECQL4,O,O, REL,O,O, RET,O,O, RFWD2,O,O, RHEB,O,O, RHOA,O,O, RICTOR,O,O, RIT1,O,O, RNF43,O,O, ROS1,O,O, RPTOR,O,O, RUNX1,O,O, RUNX1T1,O,O, SDHA,O,O, SDHAF2,O,O, SDHB,O,O, SDHC,O,O, SDHD,O,O, SETD2,O,O, SF3B1,O,O, SH2B3,O,O, SH2D1A,O,O, SLX4,O,O, SMAD2,O,O, SMAD4,O,O, SMARCA4,O,O, SMARCB1,O,O, SMO,O,O, SOCS1,O,O, SOS1,O,O, SOX2,O,O, SOX9,O,O, SPOP,O,O, SRC,O,O, SRSF2,O,O, STAG2,O,O, STAT3,O,O, STK11,O,O, SUFU,O,O, SUZ12,O,O, SYK,O,O, TCEB1,O,O, TCF3,O,O, TCF7L2,O,O, TERT,O,O, TET1,O,O, TET2,O,O, TMEM127,O,O, TMPRSS2,O,O, TNFAIP3,O,O, TP53,O,O, TP53BP1,O,O, TRAF7,O,O, TSC1,O,O, TSC2,O,O, TSHR,O,O, U2AF1,O,O, VEGFA,O,O, VHL,O,O, WHSC1,O,O, WHSC1L1,O,O, WT1,O,O, XPO1,O,O, XRCC2,O,O, YAP1,O,O, ZNF217,O,O, ZRSR2,O,O, BIRC3,O,, FOXO1,O,, INSRR,O,, MFSD11,O,, WWTR1,O,, ABCB11,,O, ARHGAP35,,O, ARHGEF12,,O, BCL11B,,O, BCL2L12,,O, BRCC3,,O, BRD3,,O, BRE,,O, BUB1B,,O, CADM2,,O, CBFA2T3,,O, CBLB,,O, CD58,,O, CDH4,,O, CDK1,,O, CDK2,,O, CDK5,,O, CDK9,,O, CDKN1C,,O, CIITA,,O, COL7A1,,O, CRTC1,,O, CRTC2,,O, CUX1,,O, DCLRE1C,,O, DDB1,,O, DDB2,,O, DEPDC5,,O, DIS3L2,,O, DKC1,,O, DMC1,,O, DMD,,O, DOCK8,,O, EGLN1,,O, ELANE,,O, EME1,,O, ENG,,O, ERCC1,,O, ERCC6,,O, ETV4,,O, ETV5,,O, EWSR1,,O, EXO1,,O, EXT1,,O, EXT2,,O, FAH,,O, FAN1,,O, FANCB,,O, FANCI,,O, FANCM,,O, FKBP9,,O, FUS,,O, GALNT12,,O, GBA,,O, GEN1,,O, GLI2,,O, GLI3,,O, GPC3,,O, GSTM5,,O, H19,,O, HABP2,,O, HELQ,,O, HFE,,O, HMBS,,O, ID4,,O, IKZF3,,O, INSIG1,,O, ITK,,O, JAZF1,,O, KAT6B,,O, KCNIP1,,O, KCNQ1,,O, KDM6B,,O, KIF1B,,O, KLF2,,O, KLLN,,O, LIG4,,O, LINC00894,,O, LMO2,,O, LMO3,,O, MAF,,O, MAFB,,O, MBD4,,O, MCM8,,O, MECOM,,O, MLH3,,O, MTA1,,O, MTAP,,O, MUS81,,O, MYB,,O, MYBL1,,O, NEIL1,,O, NEIL2,,O, NEIL3,,O, NFKBIE,,O, NFKBIZ,,O, NPRL2,,O, NPRL3,,O, NR0B1,,O, NRG1,,O, NT5C2,,O, OGG1,,O, PAXIP1,,O, PHF6,,O, PML,,O, PNKP,,O, POLB,,O, POLH,,O, POLQ,,O, POT1,,O, PRAME,,O, PRF1,,O, PRKCZ,,O, PRPF40B,,O, PRPF8,,O, PRSS1,,O, PSMD13,,O, PTK2,,O, PTK2B,,O, PTPN14,,O, PVRL4,,O, RAD54B,,O, RBBP8,,O, RBL2,,O, RELA,,O, RHBDF2,,O, RHOH,,O, RHOT1,,O, RHPN2,,O, RIF1,,O, RINT1,,O, RNF8,,O, RPA1,,O, RPL26,,O, RSPO2,,O, RSPO3,,O, SBDS,,O, SERPINA1,,O, SETBP1,,O, SF1,,O, SLC25A13,,O, SLC34A2,,O, SLITRK6,,O, SLX1A,,O, SLX1B,,O, SMARCE1,,O, SMC1A,,O, SMC3,,O, SQSTM1,,O, SS18,,O, STAG1,,O, STAT6,,O, TAL1,,O, TAL2,,O, TAZ,,O, TCF7L1,,O, TDG,,O, TERC,,O, TFE3,,O, TLR4,,O, TLX3,,O, TOPBP1,,O, TRAF3,,O, TRIM37,,O, UBE2T,,O, UIMC1,,O, UROD,,O, USP28,,O, USP8,,O, WAS,,O, WRN,,O, XPA,,O, XPC,,O, XRCC1,,O, XRCC3,,O, XRCC4,,O, XRCC5,,O, XRCC6,,O, ZNF708,,O, ZNRF3,,O, SBS1,,,O SBS2,,,O SBS3,,,O SBS4,,,O SBS5,,,O SBS6,,,O SBS7a,,,O SBS7b,,,O SBS7c,,,O SBS7d,,,O SBS8,,,O SBS9,,,O SBS10a,,,O SBS10b,,,O SBS11,,,O SBS12,,,O SBS13,,,O SBS14,,,O SBS15,,,O SBS16,,,O SBS17a,,,O SBS17b,,,O SBS18,,,O SBS19,,,O SBS20,,,O SBS21,,,O SBS22,,,O SBS23,,,O SBS24,,,O SBS25,,,O SBS26,,,O SBS28,,,O SBS29,,,O SBS30,,,O SBS31,,,O SBS32,,,O SBS33,,,O SBS34,,,O SBS35,,,O SBS36,,,O SBS37,,,O SBS38,,,O SBS39,,,O SBS40,,,O SBS41,,,O SBS42,,,O SBS44,,,O SBS84,,,O SBS85,,,O SBS86,,,O SBS87,,,O SBS88,,,O SBS89,,,O SBS90,,,O