VHL(p.H115A),TP53(p.A273H),TSC1(p.I580fs)

ERBB4(p.T360S)

-

PBRM1(p.G991A),TSC1,NFKB1(p.L611P),NFKB1(p.A623V),VHL(p.G94*)

-

PHOX2B(p.G20V),TSC1(p.P311fs),TSC1(p.G527*)

MLL3(p.V2060A),VHL(p.G212fs)

BAP1(p.G85ss),TSC1(p.G781*)

MTOR(p.G2223L),BAP1(p.G220ss)

IL12RB2(Chr1:67795338:T>C),BCAS2(Chr1:115118221:C>T),IFI16(Chr1:158984570:A>T),FCAMR(Chr1:207134032:Del:C),PLB1(Chr2:28801019:T>A),ALS2CR12(Chr2:202216087:G>T),C2orf21(Chr2:210658553:C>A),VHL(Chr3:10183769:Del:AG),SGOL1(Chr3:20215857:A>G),KLHL18(Chr3:47385303:G>A),SSR3(Chr3:156272853:T>C),CLCN2(Chr3:184072353:Del:C),WHSC1(Chr4:1902962:G>T),ATXN1(Chr6:16306994:G>A),DOPEY1(Chr6:83848337:A>C),CCR6(Chr6:167550439:T>A),INTS1(Chr7:1512818:Del:T),PTPRZ1(Chr7:121653122:A>G),ZC3HC1(Chr7:129666125:G>T),EXT1(Chr8:118816994:C>G),RALGDS(Chr9:135984240:T>C),MSRB2(Chr10:23399206:Del:A),EIF4G2(Chr11:10825745:Ins:A),ANO5(Chr11:22294457:Del:T),C11orf68(Chr11:65685051:C>T),MRPL51(Chr12:6602286:Del:AA),KDM2B(Chr12:121867936:G>A),TOX4(Chr14:21966415:G>C),NUSAP1(Chr15:41667966:Del:A),TCF12(Chr15:57544686:G>A),ZC3H18(Chr16:88694377:Del:T),DDX52(Chr17:36002244:C>G),ZNF519(Chr18:14106244:T>C),AKAP8(Chr19:15471720:G>A),CYP4F3(Chr19:15769201:Del:CCCAAAG),KIAA0355(Chr19:34843646:C>A),WDR62(Chr19:36594487:T>C),KLK4(Chr19:51412045:C>T),IGLON5(Chr19:51827044:Del:C),NLRP7(Chr19:55451315:A>C),MAGEB16(ChrX:35820817:Del:TGATG)

SESN2(Chr1:28599163:C>G),CCBL2(Chr1:89434486:G>C),SETD2(Chr3:47165518:Del:GA),PLRG1(Chr4:155467287:Ins:A),CASP2(Chr7:143001797:G>T),SSNA1(Chr9:140084291:Del:T),TH(Chr11:2185608:C>T),PPFIA1(Chr11:70224166:T>A),CDKN1B(Chr12:12871131:Del:G),WSCD2(Chr12:108603968:G>A),ZNF780A(Chr19:40581873:C>T),PPP6R2(Chr22:50878183:C>G),MTOR(Chr1:11174383:A>G),UGT2A1(Chr4:70460968:C>T),ABHD11(Chr7:73151579:G>A),GALNT11(Chr7:151805164:G>C),RIMBP2(Chr12:130927064:C>T),PSMD7(Chr16:74335551:G>A),CENPN(Chr16:81058350:C>G),SOX9(Chr17:70118864:C>A),NPHS1(Chr19:36322595:G>A),RBFOX2(Chr22:36157335:C>T),KDM5C(ChrX:53222717:Del:C),KDM5C(ChrX:53222723:C>G),SATL1(ChrX:84362594:T>C),FLNA(ChrX:153596345:Del:CCT),ITGB3(Chr17:45380104:G>T),LATS2(Chr13:21562148:C>A),DIRAS3(Chr1:68512683:C>T),NGEF(Chr2:233791888:G>T),ZNF493(Chr19:21606235:T>G),SPATA21(Chr1:16727227:G>A),DDX58(Chr9:32487509:A>T),DAPK1(Chr9:90317948:G>C),ALKBH8(Chr11:107424632:T>A),KL(Chr13:33635697:Del:C),ERCC5(Chr13:103514868:C>A),DIO1(Chr1:54371785:Del:AAC),PIAS3(Chr1:145578718:C>G),MR1(Chr1:181021644:A>T),C3orf20(Chr3:14803014:G>C),SETD2(Chr3:47161717:G>A),TNIK(Chr3:170856133:Del:T),LIAS(Chr4:39466770:Del:A),FBXO1(Chr5:41934124:G>C),AKAP9(Chr7:91690733:G>C),ITIH5(Chr10:7621865:C>A),WDR24(Chr16:735684:G>A),MYH8(Chr17:10299657:T>G),TOM1(Chr22:35723300:Del:G),SBF1(Chr22:50900272:G>T),KDM5C(ChrX:53228342:T>A),USP51(ChrX:55514714:C>G),NAP1L3(ChrX:92928275:G>A),ADAMTSL4(Chr1:150532548:DeL:AGGAC),DUSP12(Chr1:161719926:T>G),SLC2A12(Chr6:134328018:A>G),RAB27A(Chr15:55497741:T>A),CIB2(Chr15:78416057:Del:C)

RPS8(Chr1:45241793:G>T),FAM129B(Chr9:130271358:C>A),PHF21B(Chr22:45312250:G>T),HDAC6(ChrX:48675014:C>A),MAP3K6(Chr1:27688199:G>T),MAMLD1(ChrX:149671727:T>G),RLF(Chr1:40703301:G>A),DNMT3A(Chr2:25523017:C>A),HMG20A(Chr15:77770822:A>C),ZNF521(Chr18:22805039:T>A),MMAB(Chr12:109998874:G>T),DACH2(ChrX:86071070:A>G),SLC2A1(Chr1:43394624:DEL:catga<6>cacaa),TM7SF4(Chr8:105361447:G>A),ANKRD26(Chr10:27326806:C>G),CD44(Chr11:35231528:G>C),KRT4(Chr12:53202570:C>T),KIAA1267(Chr17:44116456:G>C),C3(Chr19:6713210:G>C),ADAMTS10(Chr19:8668659:C>T),IFNAR1(Chr21:34717554:G>A),BCL11A(Chr2:60688070:C>A),PLCL1(Chr2:198948857:Del:A),SETD2(Chr3:47059231:T>A),KIAA1524(Chr3:108285373:Del:A),NRAP(Chr10:115412717:T>A),HPS5(Chr11:18306944:Del:G),DIXDC1(Chr11:111888597:Del:T),LAMA3(Chr18:21533020:T>C),CDH19(Chr18:64235921:G>T),SUPT6H(Chr17:27018057:Del:GGACAATTTCCCT),WDR7(Chr18:54444053:Del:CT),C2orf85(Chr2:242814354:T>G)

CCT3(Chr1:156304539:Del:C),REG3G(Chr2:79254935:C>A),LCT(Chr2:136594624:Ins:A),TTN(Chr2:179596625:G>A),VHL(Chr3:10191513:Del:T),CLEC3B(Chr3:45077050:C>A),PBRM1(Chr3:52668751:Ins:A),CCDC14(Chr3:123680148:G>C),SEC24A(Chr5:134002515:C>G),PCDHB4(Chr5:140502541:A>G),VARS(Chr6:31760805:T>C),ENPP5(Chr6:46135891:G>A),MYC(Chr8:128752925:C>T),FUBP3(Chr9:133488388:C>A),ZEB1(Chr10:31799718:T>G),PCDH15(Chr10:55782710:Del:G),DNHD1(Chr11:6568627:G>C),TNKS1BP1(Chr11:57076542:G>A),PACS1(Chr11:66003390:G>A),MPHOSPH8(Chr13:20245344:A>T),THSD1(Chr13:52971608:G>A),ATXN3(Chr14:92548802:A>T),GOLGA6D(Chr15:75586748:G>A),SCNN1G(Chr16:23223474:T>A),SPNS1(Chr16:28994190:A>G),SLFN5(Chr17:33592101:Del:A),PPP1R1B(Chr17:37791905:A>T),KRT33B(Chr17:39525884:A>C),POLG2(Chr17:62481852:A>C),FOXK2(Chr17:80545003:G>T),POLI(Chr18:51820113:G>A),ZNF14(Chr19:19823124:Del:A),POFUT2(Chr21:46703346:C>T),SUN2(Chr22:39134593:T>A),RAI2(ChrX:17819421:Del:AT)

SETD2(Chr3:47158204:T>C),PCLO(Chr7:82763696:C>G),VPS13A(Chr9:79954536:C>T),RNF8(Chr6:37336689:T>A),SLC22A7(Chr6:43266294:G>T),MYBPC1(Chr12:102055018:C>T),NUP62(Chr19:50412772:A>G),FLG(Chr1:152286668:C>A),AGER(Chr6:32150947:C>A),TNR(Chr1:175355422:C>T),CNTN2(Chr1:205041237:G>A),TTC15(Chr2:3428416:G>T),KIAA1549(Chr7:138593868:G>A),PTEN(Chr10:89685315:Del:G),DCLRE1A(Chr10:115607083A>C:T>P),ARHGEF7(Chr13:111955383:C>T),POLG2(Chr17:62481852:A>C),POLG(Chr15:89861811:G>A),FAM86A(Chr16:5143514:C>A),HSPA14(Chr10:14891811:G>A),ADAL(Chr15:43632530:C>T),PVRL4(Chr1:161059028:Del:AGC)

MERTK(Chr2:112786314:C>T),TNXB(Chr6:32063513:Del:AC),MLLT4(Chr6:168352522:G>T),NADSYN1(Chr11:71174508:C>A),BCL7A(Chr12:122468662:C>A),SYNM(Chr15:99672798:G>A),GRIK5(Chr19:42546817:C>T),ENDOU(Chr12:48110160:C>T),HAAO(Chr2:42996948:G>T),SFXN5(Chr2:73298797:Del:GCC),C9orf102(Chr9:98684586:G>C),SPTAN1(Chr9:131395564:C>A),ADAM12(Chr10:127737976:G>A),RBBP6(Chr16:24580307:Ins:T),NPHP4(Chr1:6038367:C>T),GRHL1(Chr2:10139114:C>A),ITGA6(Chr2:173333974:G>A),SLC40A1(Chr2:190440038:Del:C),IQCA1(Chr2:237253239:A>T),TRRAP(Chr7:98581774:G>A),PTEN(Chr10:89725051:T>A),COL2A1(Chr12:48370920:G>T),FARP1(Chr13:99045913:C>A),MGA(Chr15:42058932:G>A),KIAA0892(Chr19:19465166:G>T),ZBTB46(Chr20:62421407:C>T),DCX(ChrX:110653364:C>T),SNORD55(Chr1:45241736:G>A),CAPN14(Chr2:31424845:G>T),TNIK(Chr3:171177819:G>T),WWC2(Chr4:184201996:Del:AAG),TRIO(Chr5:14359589:C>G),KDM5D(ChrY:21877290:G>T),LPHN2(Chr1:82409438:C>G),DNAJC27(Chr2:25190090:G>T),TRIM71(Chr3:32932868:C>G),LRRC31(Chr3:169557957:G>A),NAP1L5(Chr4:89618484:Del:TCC),PARP8(Chr5:50090830:C>A),GPR98(Chr5:90073831:G>A),TXLNB(Chr6:139581546:Del:TC),CPVL(Chr7:29103731:A>C),KIAA0146(Chr8:48309021:C>G),ZFHX4(Chr8:77765426:C>T),OBP2A(Chr9:138439776:T>A),PTCHD3(Chr10:27702413:C>T),DPYSL4(Chr10:134013888:C>A),OR10H3(Chr19:15852408:T>G),SETD2(Chr3:47142997:Ins:CTTC),SETD2(Chr3:47158204:T>C),GPR149(Chr3:154146593:C>A),GPR126(Chr6:142725060:A>C),EMP1(Chr12:13366418:G>A),ST8SIA1(Chr12:22440159:G>A),ATP11A(Chr13:113481146:G>A),TRIP11(Chr14:92465743:A>G),TP53(Chr17:7577539:C>T),DNAH2(Chr17:7681656:C>T),NOL11(Chr17:65718738:T>A),TOP1(Chr20:39746848:G>A),SFRS6(Chr20:42088682:C>T),PGK1(ChrX:77372833:G>C),SETD2(Chr3:47142997:Ins:CTTC)

IL12RB2(Chr1:67795338:p.Y>H),BCAS2(Chr1:115118221:p.V>I),IFI16(Chr1:158984570:p.K>X),FCAMR(Chr1:207134032:FS),C2orf21(Chr2:210658553:p.T>N),VHL(Chr3:10183769:FS),SGOL1(Chr3:20215857:p.I>T),KLHL18(Chr3:47385303:p.D>N),CLCN2(Chr3:184072353:FS),WHSC1(Chr4:1902962:p.S>I),ATXN1(Chr6:16306994:p.P>S),DOPEY1(Chr6:83848337:p.K>Q),CCR6(Chr6:167550439:p.L>M),INTS1(Chr7:1512818:FS),PTPRZ1(Chr7:121653122:p.K>R),ZC3HC1(Chr7:129666125:p.L>I),EXT1(Chr8:118816994:p.Q>H),RALGDS(Chr9:135984240:p.I>V),MSRB2(Chr10:23399206:FS),EIF4G2(Chr11:10825745:FS),ANO5(Chr11:22294457:FS),C11orf68(Chr11:65685051:p.G>D),MRPL51(Chr12:6602286:FS),KDM2B(Chr12:121867936:p.R>C),TOX4(Chr14:21966415:p.P>R),NUSAP1(Chr15:41667966:FS),TCF12(Chr15:57544686:p.C>Y),ZC3H18(Chr16:88694377:FS),DDX52(Chr17:36002244:p.A>P),ZNF519(Chr18:14106244:p.N>D),CYP4F3(Chr19:15769201:FS),KIAA0355(Chr19:34843646:p.A>E),KLK4(Chr19:51412045:p.D>N),IGLON5(Chr19:51827044:FS),NLRP7(Chr19:55451315:p.M>R),MAGEB16(ChrX:35820817:FS)

PLB1(Chr2:28801019:p.N>K),ALS2CR12(Chr2:202216087:p.P>H),AKAP8(Chr19:15471720:p.P>L),WDR62(Chr19:36594487:p.S>P),SESN2(Chr1:28599163:p.H>Q),CCBL2(Chr1:89434486:p.T>S),SETD2(Chr3:47165518:FS),PLRG1(Chr4:155467287:FS),CASP2(Chr7:143001797:p.G>V),SSNA1(Chr9:140084291:FS),TH(Chr11:2185608:p.R>H),PPFIA1(Chr11:70224166:p.S>T),CDKN1B(Chr12:12871131:FS),WSCD2(Chr12:108603968:p.V>M),ZNF780A(Chr19:40581873:p.C>Y),PPP6R2(Chr22:50878183:p.P>A),MTOR(Chr1:11174383:p.L>P),UGT2A1(Chr4:70460968:splice site),ABHD11(Chr7:73151579:p.A>V),GALNT11(Chr7:151805164:p.V>L),RIMBP2(Chr12:130927064:p.G>E),PSMD7(Chr16:74335551:splice site),CENPN(Chr16:81058350:p.L>V),SOX9(Chr17:70118864:p.L>M),NPHS1(Chr19:36322595:p.S>F),RBFOX2(Chr22:36157335:p.S>N),KDM5C(ChrX:53222717:FS),KDM5C(ChrX:53222723:p.E>Q),SATL1(ChrX:84362594:p.T>A),FLNA(ChrX:153596345:Del:E),ITGB3(Chr17:45380104:p.A>S),DIRAS3(Chr1:68512683:p.A>T),LATS2(Chr13:21562148:p.E>X),NGEF(Chr2:233791888:p.S>Y),ZNF493(Chr19:21606235:p.I>M),SPATA21(Chr1:16727227:p.Q>X),DDX58(Chr9:32487509:p.N>K),DAPK1(Chr9:90317948:p.C>S),ALKBH8(Chr11:107424632:p.E>V),KL(Chr13:33635697:FS),ERCC5(Chr13:103514868:p.H>N),DIO1(Chr1:54371785:Del:N),PIAS3(Chr1:145578718:p.S>C),MR1(Chr1:181021644:p.Q>L),C3orf20(Chr3:14803014:p.R>P),SETD2(Chr3:47161717:p.P>L),TNIK(Chr3:170856133:FS),LIAS(Chr4:39466770:FS),FBXO1(Chr5:41934124:splice site),AKAP9(Chr7:91690733:p.E>Q),ITIH5(Chr10:7621865:p.R>L),WDR24(Chr16:735684:p.A>V),MYH8(Chr17:10299657:p.E>A),TOM1(Chr22:35723300:FS),SBF1(Chr22:50900272:p.L>M),KDM5C(ChrX:53228342:splice site),USP51(ChrX:55514714:p.W>S),NAP1L3(ChrX:92928275:p.S>L),ADAMTSL4(Chr1:150532548:FS),SLC2A12(Chr6:134328018:FS),RAB27A(Chr15:55497741:p.L>F),CIB2(Chr15:78416057:FS)

DUSP12(Chr1:161719926:p.L>W),DNMT3A(Chr2:25523017:p.K>N),ZNF521(Chr18:22805039:p.H>L),MMAB(Chr12:109998874:p.C>X),DACH2(ChrX:86071070:p.N>S),SLC2A1(Chr1:43394624:FS),TM7SF4(Chr8:105361447:p.V>I),ANKRD26(Chr10:27326806:p.L>F),CD44(Chr11:35231528:p.Q>H),KRT4(Chr12:53202570:p.R>H),KIAA1267(Chr17:44116456:p.P>A),C3(Chr19:6713210:p.I>M),ADAMTS10(Chr19:8668659:p.R>H),IFNAR1(Chr21:34717554:p.E>K),BCL11A(Chr2:60688070:p.W>C),PLCL1(Chr2:198948857:FS),SETD2(Chr3:47059231:splice site),KIAA1524(Chr3:108285373:FS),NRAP(Chr10:115412717:p.K>X),LAMA3(Chr18:21533020:p.I>T),CDH19(Chr18:64235921:p.N>K),SUPT6H(Chr17:27018057:FS),WDR7(Chr18:54444053:FS),C2orf85(Chr2:242814354:p.V>G)

LCT(Chr2:136594623:FS),VHL(Chr3:10191513:FS),CLEC3B(Chr3:45077050:Stop codon),PBRM1(Chr3:52668751:FS),CCDC14(Chr3:123680148:p.R>P),SEC24A(Chr5:134002515:p.P>A),PCDHB4(Chr5:140502541:p.T>A),ENPP5(Chr6:46135891:p.G>R),FUBP3(Chr9:133488388:p.S>Y),ZEB1(Chr10:31799718:p.F>C),PCDH15(Chr10:55782709:FS),DNHD1(Chr11:6568627:p.W>S),TNKS1BP1(Chr11:57076542:p.E>K),MPHOSPH8(Chr13:20245344:Splice site),ATXN3(Chr14:92548802:p.K>I),GOLGA6D(Chr15:75586748:p.G>S),SCNN1G(Chr16:23223474:Splice site),SPNS1(Chr16:28994190:p.I>V),SLFN5(Chr17:33592101:FS),PPP1R1B(Chr17:37791905:p.E>V),KRT33B(Chr17:39525884:p.N>T),POLG2(Chr17:62481852:p.H>P),FOXK2(Chr17:80545003:p.Q>H),POLI(Chr18:51820113:p.R>K),ZNF14(Chr19:19823124:FS),POFUT2(Chr21:46703346:p.P>L),SUN2(Chr22:39134593:p.F>Y),RAI2(ChrX:17819421:FS)

CCT3(Chr1:156304539:FS),B3GNT1(Chr11:66114447:FS),SETD2(Chr3:47142997:FS),PCLO(Chr7:82763696:Stop codon),RNF8(Chr6:37336689:p.F>I),SLC22A7(Chr6:43266294:p.E>D),NUP62(Chr19:50412772:p.N>S),FLG(Chr1:152286668:p.H>N),AGER(Chr6:32150947:p.P>H),ARHGEF7(Chr13:111955383:p.R>C),TNR(Chr1:175355422:p.T>M),CNTN2(Chr1:205041237:p.A>T),TRAPPC12(Chr2:3428416:p.V>L),KIAA1549(Chr7:138593868:Splice site),PTEN(Chr10:89685315:Splice site),DCLRE1A(Chr10:115607083:p.T>P),POLG(Chr15:89861811:p.R>H),ADAL(Chr15:43632530:p.P>L),HSPA14(Chr10:14891811:Splice site),PVRL4(Chr1:161059028:p.L>-)

MERTK(Chr2:112786314:p.P>L),TNXB(Chr6:32063512:FS),NADSYN1(Chr11:71174508:p.N>K),BCL7A(Chr12:122468662:p.P>H),SHANK3(Chr22:51117068:p.A>V),ENDOU(Chr12:48110160:p.A>V),HAAO(Chr2:42996948:Stop codon),SFXN5(Chr2:73298797:p.A>-),ERCC6L2(Chr9:98684586:Splice site),SPTAN1(Chr9:131395564:p.P>H),ADAM12(Chr10:127737976:p.R>Q),RBBP6(Chr16:24580307:FS),NPHP4(Chr1:6038367:p.P>L),ITGA6(Chr2:173333974:p.G>E),SLC40A1(Chr2:190440038:FS),IQCA1(Chr2:237253239:p.E>D),TRRAP(Chr7:98581774:p.M>I),PTEN(Chr10:89725051:p.L>Q),COL2A1(Chr12:48370920:Stop codon),FARP1(Chr13:99045913:p.H>N),MAU2(Chr19:19465166:p.E>D),ZBTB46(Chr20:62421407:p.P>L),DCX(ChrX:110653364:p.T>M),SNORD55(Chr1:45241736:p.R>H),CAPN14(Chr2:31424845:p.W>L),TNIK(Chr3:171177819:Stop codon),WWC2(Chr4:184201996:p.E>-),TRIO(Chr5:14359589:p.I>M),KDM5D(ChrY:21877290:p.V>L),LPHN2(Chr1:82409438:p.P>A),DNAJC27(Chr2:25190090:Stop codon),TRIM71(Chr3:32932868:p.I>M),LRRC31(Chr3:169557957:p.R>Q),NAP1L5(Chr4:89618484:p.E>-),PARP8(Chr5:50090830:Stop codon),GPR98(Chr5:90073831:p.E>K),TXLNB(Chr6:139581545:FS),CPVL(Chr7:29103731:p.E>D),ZFHX4(Chr8:77765426:p.A>V),SPIDR(Chr8:48309021:p.S>C),OBP2A(Chr9:138439776:p.Y>N),PTCHD3(Chr10:27702413:p.A>V),OR10H3(Chr19:15852408:p.I>S),SETD2(Chr3:47158204:p.C>R),GPR149(Chr3:154146593:p.S>Y),GPR126(Chr6:142725060:p.I>L),EMP1(Chr12:13366418:Stop codon),ST8SIA1(Chr12:22440159:p.G>E),ATP11A(Chr13:113481146:p.E>K),TRIP11(Chr14:92465743:p.N>S),TP53(Chr17:7577539:p.R>W),DNAH2(Chr17:7681656:p.P>S),TOP1(Chr20:39746848:p.R>H),SRSF6(Chr20:42088682:Stop codon),PGK1(ChrX:77372833:p.E>Q)

TMEM51(Chr1:15545914:p.R>K),EPHB2(Chr1:23191579:FS),LAMC1(Chr1:183091353:p.V>L),SWT1(Chr1:185183732:p.G>D),ZNF238(Chr1:244217624:p.R>K),HADHB(Chr2:26502887:p.N>K),PTCD3(Chr2:86348641:p.D>G),VHL(N/A:Methylation),PBRM1(Chr3:52643360:p.E>X),GFM1LXN(Chr3:158384864:Splice Site),UGT2A(Chr4:70455148:p.C>Y),ALB(Chr4:74284020:p.K>N),MAST4(Chr5:66386018:p.N>K),PURA(Chr5:139494232:p.Y>H),ZBTB5(Chr9:37441083:p.P>L),DAK(Chr11:61112943:p.L>M),DGAT2(Chr11:75508233:p.D>V),CWF19L2(Chr11:107300158:p.S>L),GRIK4(Chr11:120827623:p.A>G),MYH7(Chr14:23884667:FS),MNAT1(Chr14:61201593:p.G>S),SIPA1L1(Chr14:72176168:p.G>E),DLST(Chr14:75355826:FS),GOLGA5(Chr14:93286100:p.Q>H),MYST2(Chr17:47874274:p.D>G),FOXN1(Chr17:26851604:FS),CACTIN(Chr19:3614474:p.R>C),RAD21L1(Chr20:1220000:p.H>N),UGCC(Chr20:33971915:FS),RBL1(Chr20:35651180:p.D>G),KRTAP26-1(Chr21:31692088:p.P>L),KRTAP22-2(Chr21:31962602:p.P>L),DSCR3(Chr21:38612823:FS)

PIK3C2A(Chr11:17141491:p.W>C),LONRF2(Chr2:20647303:p.S>T),BHLHE40(Chr2:100910744:p.C>W),RHOB(Chr3:5021701:p.S>N),KBTBD8(Chr3:67058726:p.P>S),CMYA5(Chr5:79027367:p.G>R),NOD1(Chr7:30472780:p.E>N),GCC1(Chr7:127222277:p.E>K),SLC5A12(Chr11:26743135:p.V>F),YLPM1(Chr14:75248260:p.N>T),UTP14A(ChrX:129058932:p.R>G),MUC12(Chr7:100648350:p.V>L),C9orf79(Chr9:90501800:p.D>H),SAMD9L(Chr7:92764111:p.E>K),PANK1(Chr10:91359222:p.C>Y),ZFP64(Chr20:50715012:p.T>I),C10orf18(Chr10:5791986:p.T>K)

IL16(Chr15:81582809:p.L>I),DYNC1LI2(Chr16:66785235:FS),TTC14(Chr3:180324050:p.I>M),ZNF41(ChrX:47308115:p.Q>K),MAST2(Chr1:46471986:p.T>M),PPP1R7(Chr2:242099869:p.H>R)

PRRC2C(Chr1:171491366:p.M>I),NOL10(Chr2:10807394:p.V>F),NT5C1B(Chr2:18757597:p.D>E),VHL(Chr3:10183755:Del:F),PBRM1(Chr3:52696242:FS),CWC27(Chr5:64077814:p.T>I),NUP153(Chr6:17675809:p.H>R),DNAH8(Chr6:38883039:p.E>D),DST(Chr6:56323991:p.G>C),DOPEY1(Chr6:83849801:p.L>M),MDN1(Chr6:90398450:p.A>S),GOLGA2(Chr9:131029537:p.L>P),SLC16A12(Chr10:91200956:p.M>I),RIN1(Chr11:66102617:p.T>I),TMEM126B(Chr11:85342828:p.N>I),UBE4A(Chr11:118245867:p.L>P),RBP5(Chr12:7277307:p.E>G),METAP2(Chr12:95867977:p.A>T),SCG3(Chr15:51984426:p.T>N),TOP2A(Chr17:38556130:p.I>V),KRT24(Chr17:38857517:p.V>M),ZNF700(Chr19:12060053:p.F>C),FOXRED2(Chr22:36900392:p.D>N),NFAM1(Chr22:42793944:p.G>R),ZC3H12B(ChrX:64722933:p.E>D),GTF3C2(Chr2:27564962:FS),ATP13A3(Chr3:194149631:p.G>R),ADCY2(Chr5:7520902:p.N>Y),HSD17B4(Chr5:118814548:p.A>T),WDFY4(Chr10:50121651:p.E>K),ABCG4(Chr11:119029365:p.N>K),CCDC15(Chr11:124908939:FS),CTC1(Chr17:8132110:FS),SOST(Chr17:41835935:p.A>T),DNAH17(Chr17:76445555:p.T>S),MUC16(Chr19:9058848:p.Y>C),CCDC116(Chr22:21990737:FS),HAUS7(ChrX:152721779:p.E>K)

LMLN(Chr3:197712734:p.A>V),ZNF613(Chr19:52447425:p.L>V),PIPIL2(Chr22:22041218:p.K>-),MDN1(Chr6:90423003:FS),TAF1L(Chr9:32635217:Stop codon)

SF3B1(Chr2:198266834:p.K>E),MYO10(Chr5:16675004:p.P>L),B3GAT2(Chr6:71603908:p.P>L),C9orf41(Chr9:77614785:p.D>Y),PHKA1(ChrX:71843081:p.C>S),PIK3CA(Chr3:178936091:p.E>K),HECTD2(Chr10:93221027:p.V>I),CHTOP(Chr1:153615792:FS),SPTA1(Chr1:158612715:p.D>E),KCNH1(Chr1:211264003:p.A>S),ITSN2(Chr2:24524021:Splice site),RIF1(Chr2:152319585:p.S>L),ATAD2B(Chr2:24033350:p.S>A),KIA1524(Chr3:108284295:FS),NEK11(Chr3:130884328:p.R>W),TACR3(Chr4:104579388:p.P>T),CDH18(Chr5:19483481:p.A>D),EXOC4(Chr7:132990635:p.S>L),SORCS3(Chr10:106916978:p.R>M),JAG2(Chr14:105615619:FS),UBE3A(Chr15:25585281:p.L>V),CCDC47(Chr17:61843447:p.E>-),ANKLE1(Chr19:17394370:p.G>D),MMP9(Chr20:44642013:p.G>C),SEL1L2(Chr20:13856698:p.M>V),ARSF(ChrX:3030580:p.P>T),PRICKLE3(ChrX:49040216:p.W>R),SEMA4A(Chr1:156146378:p.A>T),PIK3CA(Chr3:178952085:p.H>R),UGT2A1(Chr4:70513211:p.T>S),EVI5(Chr1:93070883:p.I>N),TEKT4(Chr2:95541421:p.Q>L),DNAJC10(Chr2:183584776:p.A>T),C7(Chr5:40972666:p.E>K),HIVEP2(Chr6:143095757:p.G>D),MAGI2(Chr7:77756605:p.P>L),OLFML1(Chr11:7530924:FS),RAB39(Chr11:107833048:p.V>L),PDZRN4(Chr12:41967687:p.V>L),CDK12(Chr17:37619237:p.Y>H)

CENPF(Chr1:214818616:p.E>D),FCRL4(Chr1:157556056:FS),IGSF3(Chr1:117127540:FS),KIF21B(Chr1:200948756:FS),EHD3(Chr2:31483612:p.P>S),PKP4(Chr2:159389818:p.V>A),ITGA4(Chr2:182360634:p.Y>H),PPP1R1C(Chr2:182850915:p.G>T),STK36(Chr2:219540069:Stop codon),PSMD1(Chr2:231936900:FS),ASXL2(Chr2:26068396:Stop codon),SUSD5(Chr3:33194519:Stop codon),VHL(Chr3:10183864:p.S>R),SLC35A5(Chr3:112288048:p.V>A),ATP11B(Chr3:182607208:p.K>E),CENPE(Chr4:104055047:Stop codon),FREM3(Chr4:144617633:p.I>S),FBXL7(Chr5:15937192:p.T>M),PAPD4(Chr5:78977819:p.T>P),GFOD1(Chr6:13486942:p.H>Y),KIAA1244(Chr6:138611079:p.N>K),CLDN20(Chr6:155597478:p.N>D),RFX6(Chr6:117248638:FS),IMPDH1(Chr7:128040160:p.R>H),CCDC136(Chr7:128446389:p.Q>H),FLNC(Chr7:128480187:p.E>Q),LMTK2(Chr7:97821058:FS),ANK1(Chr8:41552703:p.M>T),TRMT12(Chr8:125463574:p.R>W),MFSD3(Chr8:145736530:p.P>S),TRPM6(Chr9:77377434:p.V>F),VPS13A(Chr9:79986065:p.R>T),DAPK1(Chr9:90252929:p.F>C),SUV39H2(Chr10:14939481:FS),MAP3K8(Chr10:30747025:p.P>S),HPS1(Chr10:100179804:p.M>V),MUC5B(Chr11:1270910:p.A>V),ST14(Chr11:130068907:FS),DENND5A(Chr11:9182384:p.G>D),KCNA1(Chr12:5021933:p.N>K),CD163L1(Chr12:7548771:p.S>L),ESYT1(Chr12:56525028:p.S>R),MYBPC1(Chr12:102053455:p.I>M),KDM2B(Chr12:121868214:FS),CARS2(Chr13:111293903:p.D>G),ATXN2L(Chr16:28844161:FS),ACACA(Chr17:35444324:p.T>M),MYH8(Chr17:10297616:FS),ANKRD30B(Chr18:14763979:p.T>S),RTTN(Chr18:67801756:p.K>N),CSTF1(Chr20:54972837:Stop codon),TPST2(Chr22:26937131:p.C>S),TLR8(ChrX:12939540:p.K>T),TAB3(ChrX:30873483:p.H>P),MORC4(ChrX:106200167:Stop codon)

AGXT2(Chr5:35033657:FS),SPTB(Chr14:65264468:FS),FRMD1(Chr6:168475945:p.F>C),SMTN(Chr22:31485803:p.S>N)

PRSS12(Chr4:119237398:p.V>L),ANLN(Chr7:36459912:p.L>-),NLRP4(Chr19:56369355:p.T>M),EDA(ChrX:69255416:p.T>M),COL15A1(Chr9:101748174:p.S>C),NLN(Chr5:65058924:p.V>I),ERAP1(Chr5:96129630:FS),NR2E1(Chr6:108496124:p.D>H),NCAM1(Chr11:113076803:p.R>W),WDR81(Chr17:1631632:p.E>K),CDH7(Chr18:63430081:p.M>I),EML5(Chr14:89084603:p.I>F),MACF1(Chr1:39905038:Stop codon),NCK1(Chr3:136664875:p.D>G),BMP5(Chr6:55638940:p.L>F),POLR1B(Chr2:113304734:p.S>N),SPOP(Chr17:47699335:p.S>L)

LPAR3(Chr1:85331160:p.R>K),ARAP2(Chr4:36130155:p.D>N),DMRT1(Chr9:894118:p.G>W),C1orf105(Chr1:172417620:p.K>N),FASLG(Chr1:172634822:p.L>P),KCNT2(Chr1:196254809:p.M>R),SCRN3(Chr2:175268948:p.D>A),VHL(Chr3:10191522:FS),WDFY3(Chr4:85605246:p.I>M),ZNF678(Chr1:227843509:FS),LAMA2(Chr6:129486791:p.C>S),ERLIN2(Chr8:37597938:p.F>V),RP1(Chr8:55537447:p.M>I),DCP1B(Chr12:2062395:FS),FGFR1OP2(Chr12:27109572:Stop codon),AKD1(Chr6:109954114:p.X>Y),C15orf63(Chr15:44093954:p.R>G),MAP2K6(Chr17:67521072:p.K>Q),KCNJ15(Chr21:39671587:p.I>T),DSCAM(Chr21:41447093:FS),SREBF2(Chr22:42274003:p.G>V),MED14(ChrX:40525992:p.A>V),BAP1(Chr3:52441217:p.G>R)

FAM110B(Chr8:59059834:p.A>T),OMD(Chr9:95179699:p.N>H),TMC3(Chr15:81650532:p.G>E),DOCK8(Chr9:371472:p.K>M),TSKU(Chr11:76507255:p.V>M),SMAD2(Chr18:45374953:p.L>H),TNR(Chr1:175325572:p.G>R),EPHA6(Chr3:97356912:p.A>T),TPRG1(Chr3:189038442:p.P>S),NPY1R(Chr4:164247453:p.S>L),ALMS1(Chr2:73679901:p.V>M),SETD2(Chr3:47164491:Stop codon),KDR(Chr4:55953780:p.G>E),SAMD9(Chr7:92731449:p.S>L),R3HDM2(Chr12:57648851:p.T>N),PCDH17(Chr13:58208307:Stop codon),PHLPP1(Chr18:60587249:p.R>S),KLHL13(ChrX:117043960:p.P>S),POLR1A(Chr2:86292470:p.T>M),ACOT12(Chr5:80639653:p.W>S),NOP2(Chr12:6677069:p.D>Y),PITPNC1(Chr17:65688736:p.A>G),N4BP2L1(Chr13:32981862:p.D>V),SETD2(Chr3:47143008:p.T>I),COL28A1(Chr7:7410457:p.V>I),KCNU1(Chr8:36671740:p.D>Y),C10orf118(Chr10:115922808:p.G>C),TRIM22(Chr11:5730673:FS),TMEM132B(Chr12:126138174:p.D>Y),TP53(Chr17:7579415:Stop codon)

GPR128(Chr3:100387927:p.F>S),OR10G4(Chr11:123887168:p.K>T),KRT27(Chr17:38936083:p.G>R),PGS1(Chr17:76388721:p.P>L),NLRP5(Chr19:56538564:p.R>T),ZNF846(Chr19:9873980:p.N>K),TIMP3(Chr22:33254018:p.G>C),MAGEB6(ChrX:26212006:p.R>C),FAM47C(ChrX:37029565:p.V>I),ELOVL7(Chr5:60053350:p.T>A),KIAA1009(Chr6:84911480:p.E>D),PSG4(Chr19:43702359:p.L>V),PIK3CA(Chr3:178947851:p.F>C)

DUSP19(Chr2:183960200:RA>SS),VHL(Chr3:10191491:p.C>R),OR2A14(Chr7:143826573:p.A>V),EDC4(Chr16:67912920:p.I>V),GLTPD2(Chr17:4693058:p.L>V),PPP6R1(Chr19:55751203:p.M>I)

CPN1(Chr10:101835704:FS),PRKCZ(Chr1:2100983:p.N>S),PBRM1(Chr3:52643542:p.L>R),PLOD2(Chr3:145794620:Stop codon),VWA5B2(Chr3:183958996:p.A>G),ANAPC4(Chr4:25390157:Stop codon),UFSP2(Chr4:186326953:p.E>D),FAM169A(Chr5:74078809:p.V>F),ALDH7A1(Chr5:125887777:p.G>D),FNIP1(Chr5:131046342:FS),GPRIN1(Chr5:176025608:p.P>S),PCLO(Chr7:82581515:p.S>R),ARHGAP39(Chr8:145771055:p.K>T),NUP214(Chr9:134073605:p.P>L),PDE2A(Chr11:72288443:p.S>R),OR4A16(Chr11:55111320:p.S>F),LRIG3(Chr12:59277357:p.A>T),ZMYM5(Chr13:20425551:p.M>T),OR1E2(Chr17:3336969:FS),MUC16(Chr19:9082505:p.E>K),MUC16(Chr19:9085463:p.A>T),CXorf30(ChrX:36368233:p.P>L),DGKI(Chr7:137206626:p.K>R),TJP1(Chr15:30092896:p.M>V),AKAP9(Chr7:91630929:p.S>R),HPX(Chr11:6453172:p.G>D),AGBL1(Chr15:86800249:p.E>K),SELENBP1(Chr1:151337465:p.R>H),PEX5L(Chr3:179519687:p.P>A),ARMC12(Chr6:35704912:FS),CREM(Chr10:35495858:p.A>S),SAV1(Chr14:51107556:FS),KIF1B(Chr1:10435004:p.V>D),RALB(Chr2:121047219:p.K>N),HIST1H4E(Chr6:26205140:p.A>S),MPLKIP(Chr7:40174159:p.R>Q),NTNG1(Chr1:107961221:p.R>S),FRY(Chr13:32805407:p.V>I),RREB1(Chr6:7246926:p.S>G),TMEM108(Chr3:133099327:p.V>L)

RAPGEF6(Chr5:130782311:p.L>V),LRTOMT(Chr11:71819764:p.R>S),FAT3(Chr11:92616299:p.G>E),ZNF554(Chr19:2827684:Stop codon),ARNT(Chr1:150812099:p.R>W),C1orf53(Chr1:197871861:p.W>R),FBXO11(Chr2:48066587:p.R>T),DNAH6(Chr2:84752780:p.R>H),FAM134A(Chr2:220045449:p.P>S),PCDHAC2(Chr5:140347805:p.G>D),ENTPD4(Chr8:23306385:p.I>F),USP6NL(Chr10:11551643:p.K>I),ZBTB16(Chr11:113935029:p.V>A),RTL1(Chr14:101349577:p.D>Y),TP53(Chr17:7578271:p.H>R),TLE6(Chr19:2987928:p.P>S),DACH2(ChrX:85769371:p.S>L),SPCS1(Chr3:52740703:FS),CHD6(Chr20:40081419:p.A>V),KCNJ13(Chr2:233633053:p.Y>N),UMOD(Chr16:20348617:p.K>M),BAP1(Chr3:52443894:Disrupts start codon),COL6A5(Chr3:130141580:p.P>R),TJAP1(Chr6:43473562:p.Q>L),HMGCLL1(Chr6:55443849:p.G>E),ZNF800(Chr7:127014306:FS),TRIM4(Chr7:99507250:p.A>P),UAP1L1(Chr9:139972577:p.T>S),SLC38A8(Chr16:84050827:p.N>H)

CYR61(Chr1:86047115:p.G>V),MARCO(Chr2:119751996:p.C>F),WDR33(Chr2:128466334:p.R>P),VHL(Chr3:10183865:FS),ZDHHC3(Chr3:45000715:p.D>H),CEP63(Chr3:134268978:FS),GNPDA2(Chr4:44709934:p.L>F),DCBLD1(Chr6:117841041:p.V>I),KCNB2(Chr8:73849748:p.K>E),LDB3(Chr10:88451726:Stop codon),GAS6(Chr13:114566625:p.H>Y),FAM171A2(Chr17:42431756:p.A>V),NPEPPS(Chr17:45696476:p.W>C),C17orf90(Chr17:79632553:p.L>R)

CENPF(Chr1:214816224:p.A>T),CSMD3(Chr8:113349840:p.G>E),SHANK1(Chr19:51219681:p.L>F),GLB1(Chr3:33099620:p.A>T),BAP1(Chr3:52437750:FS),DPP6(Chr7:154561175:p.T>M),ASAP1(Chr8:131140197:p.I>F),CYP17A1(Chr10:104590461:p.X>K),FBN2(Chr5:127728882:p.V>I),RIMS2(Chr8:105263327:p.T>M),CTNNA2(Chr2:80136761:p.R>S),UROC1(Chr3:126226811:p.M>R),DOT1L(Chr19:2226271:p.I>L),PTPRT(Chr20:41419958:p.N>K)

HIVEP3(Chr1:42048662:p.S>A),MTMR11(Chr1:149903893:p.K>Q),ATL2(Chr2:38525435:p.I>F),PBRM1(Chr3:52595839:FS),TAAR1(Chr6:132966457:p.Q>R),CDH23(Chr10:73464783:p.T>N),GRID1(Chr10:87407144:p.D>Y),CILP(Chr15:65489101:p.P>S),FAM129C(Chr19:17652964:p.M>K),ITPR1(Chr3:4878510:p.S>N),ZNF518B(Chr4:10445618:p.R>W),SVOPL(Chr7:138313028:FS),KIAA1217(Chr10:24820837:p.R>Q),TTLL9(Chr20:30497690:p.R>C),CCKBR(Chr11:6292024:p.G>R),GOLGA3(Chr12:133358952:p.R>Q),AIFM3(Chr22:21328822:p.Q>H),ROCK1(Chr18:18608851:p.S>I),BSN(Chr3:49688508:p.A>V),HTT(Chr4:3189513:p.T>S),PCM1(Chr8:17827164:p.Q>P),SYBU(Chr8:110588046:p.D>N),OR51V1(Chr11:5221789:p.L>V),C12orf40(Chr12:40114846:p.N>K),TP53(Chr17:7577018:Splice site),ELAC1(Chr18:48513396:p.L>I)

SCMH1(Chr1:41514439:p.A>V),NUDT17(Chr1:145587775:p.H>L),EPHX1(Chr1:226032233:p.M>V),TET3(Chr2:74327812:p.Q>H),CFLAR(Chr2:202005145:p.P>T),VHL(Chr3:10183801:FS),NDUFAF2(Chr5:60369007:p.D>E),CSF1R(Chr5:149439283:FS),FILIP1(Chr6:76022955:p.M>L),WDR11(Chr10:122643335:p.W>R),FOXJ2(Chr12:8196313:p.I>S),ITGA5(Chr12:54797727:p.N>S),OGFOD2(Chr12:123463354:p.R>C),CGNL1(Chr15:57745934:p.L>P),ITGB3(Chr17:45376749:p.R>H),NACA2(Chr17:59668493:p.P>S),TGIF1(Chr18:3452030:FS),DPF1(Chr19:38706807:p.I>F)

CPEB2(Chr4:15018888:p.H>L),BDP1(Chr5:70858345:FS),AEBP2(Chr12:19593226:p.A>E),GRIK3(Chr1:37271857:p.N>I),KIAA1211(Chr4:57179508:p.K>T),MCTP1(Chr5:94289005:p.I>K),DYX1C1(Chr15:55722944:p.D>A),KIF11(Chr10:94381209:p.Y>C),C14orf102(Chr14:90755267:p.S>P),WDR64(Chr1:241946593:p.S>F),YTHDC2(Chr5:112926833:FS),PTEN(Chr10:89720804:FS),FCRL5(Chr1:157490229:p.R>K),ASPM(Chr1:197102682:p.K>N),PBRM1(Chr3:52597465:FS),PRSS35(Chr6:84233773:p.R>W),PNISR(Chr6:99848501:p.H>R),ATM(Chr11:108186751:Stop codon),SLCO1B1(Chr12:21358806:p.N>H),NYNRIN(Chr14:24879270:p.R>H),PIK3R5(Chr17:8789897:p.A>V),CEP76(Chr18:12691421:p.W>C),ZSCAN4(Chr19:58189363:p.Q>K),HAND2(Chr4:174448468:p.G>D),CLEC1B(Chr12:10149849:p.E>K),DNAH7(Chr2:196759799:p.M>I),KCNA10(Chr1:111060770:p.A>T),PDK4(Chr7:95224365:FS),GPHN(Chr14:67555711:Stop codon),KIAA0319L(Chr1:35915567:p.L>F),USP13(Chr3:179439306:p.K>N),FAM71E2(Chr19:55872229:p.R>H),CANT1(Chr17:76989934:p.A>T)

CRP(Chr1:159684270:p.E>D),APOB(Chr2:21227481:p.R>H),EYS(Chr6:64709044:p.V>A),DDX56(Chr7:44608506:p.L>R),NFX1(Chr9:33295008:p.E>K),NAV3(Chr12:78400382:p.T>R),SLITRK6(Chr13:86369017:p.D>N),NIN(Chr14:51288665:p.C>F),TMEM199(Chr17:26687564:p.G>R),SMARCA4(Chr19:11132513:p.T>M),ZNF627(Chr19:11728183:p.R>G),SYNJ1(Chr21:34003899:p.M>I),CHRDL1(ChrX:109924712:p.K>M),ARID1A(Chr1:27094351:p.R>K),NRXN1(Chr2:50464043:Stop codon),LCT(Chr2:136594475:p.V>L),PBRM1(Chr3:52692241:FS),EPHA6(Chr3:97251294:p.D>Y),ATP11B(Chr3:182597393:p.S>A),MAGI2(Chr7:78636485:p.N>K),ABCA1(Chr9:107555135:p.R>W),PCDH9(Chr13:67800837:p.F>Y),TAX1BP3(Chr17:3567057:p.Q>H),CCR7(Chr17:38711023:p.A>T),ZFP82(Chr19:36884313:p.Y>C),CEACAM16(Chr19:45209102:p.L>I),TOM1(Chr22:35730411:p.R>Q),AIM2(Chr1:159043101:p.M>I),BARD1(Chr2:215632284:p.P>L),GPR98(Chr5:89933648:p.G>D),PCDHB15(Chr5:140625817:p.G>D),POU4F3(Chr5:145719208:p.P>L),RELN(Chr7:103179752:p.S>C),SLMAP(Chr3:57847695:p.E>A),B3GALNT1(Chr3:160803918:p.L>I),PCDH7(Chr4:31144137:p.T>N),SEC24D(Chr4:119649774:p.S>Y),PMS2(Chr7:6026820:p.D>N),GPR26(Chr10:125426272:p.K>E),OR4D10(Chr11:59245180:p.S>C),FAT3(Chr11:92534448:p.V>I),PARP6(Chr15:72550401:p.F>L),C16orf96(Chr16:4606619:p.K>N),CNDP2(Chr18:72180824:p.L>P),UNC13A(Chr19:17759324:p.A>T),SPINT2(Chr19:38781206:p.G>C),MMP24(Chr20:33842556:p.D>E),RNF113A(ChrX:119004746:p.C>W),FUCA1(Chr1:24192101:p.T>K),ADCY10(Chr1:167839555:p.G>V),B3GALNT2(Chr1:235616402:p.Q>H),APOB(Chr2:21228087:p.A>S),MSH6(Chr2:48026694:Stop codon),UNC80(Chr2:210841772:p.I>F),FN1(Chr2:216236843:p.P>R),COL6A3(Chr2:238244946:p.P>A),FYCO1(Chr3:46008626:p.E>K),KALRN(Chr3:124132360:p.Q>L),ZIC1(Chr3:147128059:p.H>Y),KDM1B(Chr6:18212830:p.E>Q),PRDM13(Chr6:100056683:p.I>F),SYNE1(Chr6:152542598:Stop codon),ZNF398(Chr7:148876273:p.A>T),GRHL2(Chr8:102570923:p.F>L),PLEC(Chr8:144996887:p.Q>E),LMX1B(Chr9:129453317:p.S>C),FAM107B(Chr10:14816326:p.D>H),NPAP1(Chr15:24923007:p.C>G),KIF23(Chr15:69709813:p.E>A),SCAPER(Chr15:76726461:Stop codon),MBD1(Chr18:47801754:p.V>L),SAFB2(Chr19:5592897:Stop codon),AP1M2(Chr19:10697877:p.V>I),POLD1(Chr19:50916777:p.K>R),ASXL1(Chr20:31021637:p.Q>K),AP5S1(Chr20:3804561:p.R>W),PPP1R3F(ChrX:49143427:p.L>V),SLC39A1(Chr1:153933185:p.L>V),BBS5(Chr2:170361054:p.G>R),ZIC4(Chr3:147108975:p.S>R),GPR141(Chr7:37780229:p.K>N),RGS20(Chr8:54866810:p.I>M),CNBD1(Chr8:88363919:p.V>E),BMPR1A(Chr10:88659838:p.V>D),ANO5(Chr11:22296145:p.I>V),ATP2A1(Chr16:28905849:p.R>Q),HYDIN(Chr16:70841759:p.F>L),TXNL4B(Chr16:72120589:p.P>A),ATRX(ChrX:76954086:p.D>E)

IL6R(Chr1:154401900:p.T>N),RORC(Chr1:151785452:p.L>H),LAMB3(Chr1:209807915:p.Q>H),TTC27(Chr2:33045949:p.D>N),VHL(Chr3:10191514:FS),MAN2A1(Chr5:109049453:p.G>E),BRPF3(Chr6:36181827:p.K>E),NPBWR1(Chr8:53852639:p.V>M),ADRB3(Chr8:37823048:FS),SGMS1(Chr10:52103640:p.G>S),EPC1(Chr10:32560716:p.L>Q),NT5C2(Chr10:104850451:p.R>C),CHRNA10(Chr11:3692491:FS),IGSF22(Chr11:18739511:p.D>H),NAV2(Chr11:19854089:p.R>S),ATF7(Chr12:53911042:p.S>Y),GCN1L1(Chr12:120582478:p.P>S),LECT1(Chr13:53313272:p.P>L),MFAP1(Chr15:44097648:p.E>-),GATM(Chr15:45668809:p.I>T),ITGAX(Chr16:31367231:p.G>R),PNKP(Chr19:50368466:p.R>H),CSF2RB(Chr22:37332619:p.G>D),CBX7(Chr22:39534671:FS)

ASAP3(Chr1:23762513:p.R>H),PTAFR(Chr1:28476817:p.A>V),BAP1(Chr3:52437604:FS),RBM28(Chr7:127983772:Stop codon),KBTBD3(Chr11:105923816:p.E>K),TSFM(Chr12:58177053:p.G>V),POLE2(Chr14:50141129:p.I>F),DEFB132(Chr20:239825:p.C>R),HELQ(Chr4:84376839:p.E>A),PYGL(Chr14:51410923:p.R>C),FOXJ1(Chr17:74136185:p.R>W),ZNF532(Chr18:56585650:p.N>T),CREBRF(Chr5:172535713:p.Y>N),FSIP2(Chr2:186656713:p.I>K),KLHL17(Chr1:899347:p.A>V),EGF(Chr4:110882080:p.P>R),MLLT11(Chr1:151039918:p.N>S),KIF3C(Chr2:26203621:p.R>H),NFKBIZ(Chr3:101574293:p.N>D),IGF2BP3(Chr7:23508126:p.E>K),MUSK(Chr9:113538123:p.E>Q),POLE3(Chr9:116172531:p.I>F),RAB5B(Chr12:56385144:Stop codon),TSC2(Chr16:2136795:p.K>X),PTGIS(Chr20:48140743:p.R>H),LRP2(Chr2:170147482:p.K>N),BAP1(Chr3:52439883:Stop codon),C12orf53(Chr12:6804672:p.D>H)

TMEM132B(Chr12:126138458:p.H>Q),NFATC4(Chr14:24838993:p.A>V),BAP1(Chr3:52438488:FS),EIF4E(Chr4:99812472:p.W>L),ARAP3(Chr5:141041728:p.K>N),MPP6(Chr7:24727141:p.D>H),SLC22A18AS(Chr11:2909814:p.G>R),OR8G2(Chr11:124095954:p.V>G),MYCBP2(Chr13:77748486:p.N>H),NSF(Chr17:44827190:p.E>K),OR7G3(Chr19:9236914:p.F>S),ZNF567(Chr19:37211002:p.R>H),CAMSAP1(Chr9:138714298:p.D>Y),DIP2C(Chr10:323333:p.R>C),ANO5(Chr11:22281086:p.M>V),BAIAP3(Chr16:1396201:p.V>M),KANK4(Chr1:62713277:p.S>I),ATP10D(Chr4:47556801:p.R>Q),REST(Chr4:57797255:p.P>L),NOA1(Chr4:57843259:p.L>F),DHX29(Chr5:54572179:FS),NKX2-2(Chr20:21494058:Stop codon),SMARCA1(ChrX:128623040:FS),FABP3(Chr1:31840269:p.R>W),SNED1(Chr2:241938402:p.G>S),PGBD3(Chr10:50723728:p.R>H),OR10A4(Chr11:6898134:p.L>M),MAPK8IP3(Chr16:1816138:p.G>A),MYH2(Chr17:10427955:p.R>Q)

CENPF,ZNF695,CRYZ,ATP1A1,HPS5,WNT11,C12orf44,DIAPH3,TEP1,ARHGEF40,YY1,ADSSL1,SCG5,C15orf52,TLN2,PAQR5,PALB2,ADAMTS18,HSD17B2,MED13,CEP95,RECQL5,LMAN1,GAMT,ADAMTSL5,LINGO3,CCDC94,ELAVL3,HOOK2,CACNA1A,CYP4F12,ZNF383,PSMC4,ZNF160,ROCK2,THADA,ALMS1,KCNJ3,SPHKAP,SLC23A2,PCDHA1,DDX41,DEFB133,PKHD1,TIAM2,PARK2,AKAP9,ZNF655,GIMAP1-5,MTUS1,SMARCA2,TMEM245,ITIH6,ZMAT1,TMEM164,THOC2

DYNC2H1,DQX1,SEC63,PCDHB11

-

-

CDKN1B,CARNS1,UCHL5,FBN2,LRP2,R3HCC1L,DQX1,XPNPEP1,WDR20,BAMBI

OR4S2,ATP1A2,CTTN,CYP4V2,FNDC1,LZTS1,MFSD10,MRPS22,MTHFSD,MYADM,NELL1,NSL1,P2RX6,PIP5K1A,TMEM101

NCOA7,PLEKHM2,ELMOD2,ACACB,RNF8,TRIM35,PANK4,NUDCD1,FIP1L1,OTUD7B,CPEB2,POBF1,CUBN,ZFHX3,CEP164,ABCA13

MAML3

-

MLL5,CCT2,NOM1,ATP6V0C,GALNS,NME7,KNDC1,MK167,GJA10,PALM,REE92,LRRC19,KIF1B,C2orf54,GTPBP3,SV2B,TOMM40L,TRIO,MOV10,IQSEC2,HNRNPF,TTLL1,BMP2,FBXW7,BCAM,DENND4B,NCOA6,RANBP2,RBM47,EPS8,TUBGCP6,SPC24,ABCG2,TRIO

SPTB,DACH2,ALDH3A2,SLC22A18,ITLN1,PEG10,WDFY3,SLC7A14,MTA3,MYH1,ADAM29,SLC22A11,CDH15,SCARA3,FGD4,SULT1C4

SETD2,SETD2,DDX60,UNC13A,ZNF673,CRIM1,OTOF,PREX2,NPHS2,UGT3A2,SETD2,EHBP1,MXRA5,PITPNM3,ZNF582,ZFHX4,USP48,USP54

VHL,PBRM1,TLR4

-

-

MSH2,VHL,TP53,MTOR

SF3B1,POLE,ARID1A,KMT2D,NF1,BRCA1

-

VHL,PBRM1

TP53,PTK7

-

NOTCH1

TP53,FAT3

-

-

PIK3CA,BAP1,ATM

-

VHL,PBRM1,FAT1

ARID1A,EPHA3

-

VHL,SETD2,FAT2,KDM6A

TBL1XR1

-

PTK7,H3F3C

NRAS,ERBB4

-

-

PBRM1,MTOR,TET2,TP53,RQCD1,LRIF1,FAT2,NSD1

-

VHL,PIK3CA,TET2

KMT2D,NOTCH1,TET2

-

VHL,RQCD1,APC

PBRM1,ARID1A,FAT2,KDM5C

-

PBRM1,SETD2,TET2,TSHZ2

TP53,PTEN,FAT2

-

VHL,FAT1

TP53,PTEN,FAT2

-

VHL

TP53,PTPN11

-

TET2

PBRM1,TSG101,LRIF,HIF1A,NOTCH1

-

SETD2

TSG101,FAT2

-

VHL

FAT3,KRAS,MTOR,RB1,RPL5,CDK12,NFE2L2,BRAF

-

VHL,ARHGAP35,EPHA3,NCOR1

ARHGAP35,NFE2L3

-

-

KDM5C,ARID1A

-

VHL,PTEN,SETD2

BAP1

-

VHL,PCBP1

-

-

ABCA3,ACE,ADRBK1,AGPAT3,ALG8,ALOX12B,ANKRD17,APOB,C1orf167,C20orf194,C9orf3,C1orf167,C20orf194,C9orf3,CRIPAK,CUBN,CYFIP1,DCAF12L2,DIAPH1,DNMT3A,DST,EPHA8,FZD2,GBAS,GP6,GRIN2A,KLK3,L1CAM,LRRC1,NCOA6,OSBPL1A,P2RX4,PBRM1,PYCARD,SAMD7,SELPLG,SHPRH,SLC22A4,SLC4A5,SLIT3,SMCHD1,SPTBN5,SREBF2,TICAM1,TRHDE,TYK2,VCAN,VHL,WWC1,ZNF251

ACRC,ADAMTSL3,ENSG00000235426,ATP1A3,CACNA1B,CDH7,DIAPH2,ECI2,EGR3,ELL,F5,FAM120B,FAM186A,FHAD1,FHL2,GABARAPL1,GLP2R,HLA-DQA1,HTR1E,IGFN1,KCNK16,KLF5,LAMA2,LMF2,LRP1B,MAGEB4,MARK3,MCF2L,MUC19,MUC21,MUC4,NDST3,PRRT4,PSD4,QRICH2,RGAG1,RP1L1,RPL5,RPTN,SCML4,SCN3A,SRRM5,TARBP1,TRIOBP,TSEN34,TUBGCP6,TXNDC2,USP28,ZNF234

ANKRD11,C11orf82,C11orf82,CATSPER2,COL11A1,DBX1,DPCR1,HORMAD1,MUC22,RGS2,SETD2,SLC6A5,TBC1D10B,TM4SF20,TRA2B

B3GNT4,CARD14,CYP21A2,DAPK1,KIAA2022,KRTAP5-5,MGAT4C,MON1B,MUC21,SLC22A13,TBX22,TOLLIP,TRIM64C,ZNF141,ZNF645,ZNF70

ACAT1,AHCYL1,ANKRD26,C14orf159,CLCA1,DAAM2,EPHA3,EVC2,FPGT-TNNI3K,GCDH,GPATCH2L,HSPA13,IGHM,KIAA1614,KIF26B,LRP1B,MEGF8,LRP1B,MEGF8,NAIP,NBEAL1,NIM1,NR3C2,OTOF,PDE4A,PDIA6,PIBF1,PRB4,RASSF9,SKA2,SPEN

DPCR1,G6PC2,GFRA3,KCNC3,MTOR,MUC19,NRXN3,OTUD7B,PLA2G2F,SBSN,SCUBE1,UBE4A,VPS37B

ADH5,BHMT2,BRD7,CADPS2,CD163L1,CLDN20,CNNM2,DMXL2,EIF4A3,ELAC2,GADD45B,GBP2,GPCPD1,GPR124,HAL,HIST1H2BI,IGHV3-15,ITGB3,KANSL3,LONRF2,MTUS1,NF2,NFAT5,NOX3,OR7G1,RDE4DIP,PDE5A,POLM,PPP1R3A,PRC1,RELN,RGS14,ROMO1,RSRC1,RXFP4,SDR42E2,SPATA31E1,TAF1L,TCF7L2,TMC1,TMEM139,TMEM168,TUB,WDR31,ZNF480,ZNF562,ZNF625

ABCD4,AK7,ARHGEF40,ATP1B2,AUTS2,CDCA2,COL4A5,DCAF4L2,DCTN4,DENND4A,DLGAP5,DYNLRB1,ENOX1,ERO1L,FAM174B,FLCN,GLIPR1L2,HNRNPM,HRASLS,HTR4,KSR2,LARP7,LRRC1,LY75,NCAN,NCAPG2,PDZD8,PITPNA,PRPF4,RARA,RBM25,RPL36,SGK1,SKI,SSTR5,ST8SIA5,TRIT1,UNC80,USH1C,XDH,ZFYVE16,ZNF287

C20orf202,GMPR,GRIK1,MUC21,POLK,RXFP3,SIX4

ENSG00000228768,DNAJB12,ELMOD2,F8,FAM171B,MED13,MEOX2,PAMR1,PDE4A,PIEZO2,PIF1,PSAPL1,SBSN,SSH1,TCOF1,TOX,VHL

ADH4,ALKBH4,C17orf77,CCNO,COG5,CSMD1,CTBP1,CXorf67,DHCR7,DHX38,DNAH7,ELMSAN1,EMR2,ERCC1,FBXW7,FRZB,FSIP2,FTCD,GALK2,IGHMBP2,LIG1,LY75,MARK1,MFSD11,MUC4,NKTR,NLRP5,ROU3F1,PTGS2,RTTN,SCN3A,SLC39A12,ST6GALNAC1,STAR,STAT5A,TNPO1,TP53,TSSC4,VPS16,VPS45,YLPM1,ZNF462,ZNF493

ARID1A,DPCR1,FAAH2,OR2W3,OR6C65,PLAA,SSX2IP,WDR90,ZNF707

VHL(p.L188P),PBRM1(p.T43fs),MTOR(p.K1452N)

-

PIK3CA(p.E542K),CDKN2A(del)

VHL(p.P86H),TET2(p.D1142fs)

-

PBRM1(p.S32fs),PTEN(p.L139*),SETD2(p.M2517fs),PBRM1(p.L1342fs)

-

ANKLE2(c.2151N>A),COL5A1(p.E830D),NOTCH1(c.4686N>A),TCN2(p.A16S),FADS3(p.A167T),C16orf70(p.S262P),FYCO1(c.2922N>C)

ASAP2(c.84N>G),ASAP2(p.H15L),ASAP2(c.93N>C),ASAP2(c.72N>T),TMEM194B(p.R147Q),GBA3(p.A226V),SAMSN1(p.L275V),TEX15(p.D2406G),VPS13D(p.D2933N),ANGPT1(p.E75K),AXDND1(p.R318H),MUC2(p.R1863Q),SEMA7A(p.D175V),SPTB(p.N1151D),TNK2(c.2343N>T),SH3GL2(p.L205X),UEVLD(c.417N>C),ZNF541(c.240N>A),ADAMTS9(p.V546L),CSMD3(p.R3655K),PLXND1(c.3570N>T),SLC9A9(p.I133V)

-

-

BICD1(c.2802N>T),KRT9(c.1533N>C),PROP1(c.600N>C),RGAG4(p.H355Y),RIMS1(p.E1219SfsX26),SLC3A2(p.L399F),ZNF223(p.D481N),DNAH17(c.6747N>T),GREB1L(p.G699R),IVL(c.861N>G),PDE4DIP(c.6771N>A),RBAK(c.1389N>G),SIGLEC12(p.P49S),TRRAP(c.4701N>A),VAPA(p.M231V)

-

-

ASXL3(p.R2066G),BMPR1B(p.V262G),IFIT3(c.594N>A),TCHH(c.984N>G),ZNF221(c.1452N>A),ADAMTS7(p.H1101R),CLIP2(c.30N>T),DACT2(c.1644N>C),FBXL17(p.G229del),FNBP4(p.P917del),FZD2(p.L16del),GCNT4(p.P292S),GOLGA6L18(p.R258P)

-

-

CSE1L,CYP11B1(c.1506N>T),FAM193A(p.A505G),GPR112(p.G2078D),HHIP(p.S286T),MSN(c.1002N>A),PLCE1(p.S1117I),RBKS(p.S144N),ZNF429(c.1950N>C),ZNF569(p.F391S),DIP2B(c.3927N>A),FAM194A(c.159N>A),FBXO21(p.N380S),FERMT2(p.G536R),FOXF2(p.A35del),NOTCH1(p.R1854S),PLXNB2(p.I82V),SOX30(p.Q593H),UBR4(p.K1156R)

-

ALG8(p.F418L),ARFGAP2(p.A2V),DCHS1(p.E409D),DCLK3(p.A189E),DIAPH1(p.M713I),DLG3(p.T498A),FCAMR(p.D343N),FLNC(p.V1353F),GABRA5(c.1311N>T),LEFTY1(p.S319W),LRRC45(p.A623V),MAX(p.N92D),MYO18A(p.T1295S),NCOA6(p.K1322E),PCDHA7(p.V649L),PLD5(c.219N>T),PRG2(c.69N>A),PRR12(p.D1386E),RP11-872D17.8(c.384N>A),SENP5(p.Y32S),SGK2(p.A204T),ZCCHC13(p.Q156E),ZNF804A(p.S652X)

ARHGAP8(p.E287G),CLEC4F(p.Q375K),PRR5-ARHGAP8(p.E375G),RPGR(p.E1074K),TMUB2(p.D25E),TMUB2(p.V26F),ZNF407(c.3918N>A),ATM(p.V2152E),DPEP3(p.R234C),DST(c.6180N>A),ENPP2(p.T17I),ETF1(p.D429N),GNAS(c.582N>T),GRIA3(p.R377C),LRP10(p.C165Y),TBX20(p.V46L),BAHD1(p.Q675K),C7orf13(p.V118L),DACH2(c.1029N>A),ERCC6(p.I542V),GAD2(p.R105S),GLI2(c.2628N>T),LILRA3(p.Q148K),MARCO(p.E227X),NLRP10(c.898N>T),POM121L12(p.P160R),SHROOM4(p.G433R),TADA2B(c.378N>T),UNC93B1(c.471N>A),ACSM2A(p.Y361D),CCDC104(p.D169E),CDKAL1(c.186N>T),CNST(c.2016N>T),ELTD1(c.1698N>A),LTN1(p.A546G),RNF212(c.66N>G),TM7SF3(c.1623N>A),TMPRSS13(p.T441N),TRIM36(p.S251R),UGT2A1(p.Y379X),UGT2A2(p.Y178X),ZNF584(c.639N>A)