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Supplementary Table 1: Next-generation sequencing (MSK-IMPACT) gene panel - 241 genes* (*241 genes represent shared genes across MSK-IMPACT V5 (300 genes) and V6 (341 genes), both of which were utilized in this study) Gene_Symbol ABL1 AKT1 AKT2 AKT3 HGNC_ID 76 391 392 393 ALK ALOX12B AMER1 (FAM123B) APC AR ARAF ARID1A ARID1B ARID2 ASXL1 ATM ATR ATRX AURKA BAP1 427 430 26837 BCL2L1 BCL2L11 BCL6 BCOR BRAF BRCA1 BRCA2 CARD11 CBL CCND1 CCND2 CCND3 CCNE1 CD79B CDC73 992 994 1001 20893 1097 1100 1101 16393 1541 1582 1583 1585 1589 1699 16783 CDH1 CDK12 CDK4 CDK6 CDK8 1748 24224 1773 1777 1779 583 644 646 11110 18040 18037 18318 795 882 886 11393 950 Description c-abl oncogene 1, non-receptor tyrosine kinase v-akt murine thymoma viral oncogene homolog 1 v-akt murine thymoma viral oncogene homolog 2 v-akt murine thymoma viral oncogene homolog 3 (protein kinase B, gamma) anaplastic lymphoma receptor tyrosine kinase arachidonate 12-lipoxygenase, 12R type family with sequence similarity 123B Location 9q34.1 14q32.32-q32.33 19q13.1-q13.2 1q44 adenomatous polyposis coli androgen receptor v-raf murine sarcoma 3611 viral oncogene homolog AT rich interactive domain 1A (SWI-like) AT rich interactive domain 1B (SWI1-like) AT rich interactive domain 2 (ARID, RFX-like) additional sex combs like 1 (Drosophila) ataxia telangiectasia mutated ataxia telangiectasia and Rad3 related alpha thalassemia/mental retardation syndrome X-linked aurora kinase A BRCA1 associated protein-1 (ubiquitin carboxy-terminal hydrolase) BCL2-like 1 BCL2-like 11 (apoptosis facilitator) B-cell CLL/lymphoma 6 BCL6 corepressor v-raf murine sarcoma viral oncogene homolog B1 breast cancer 1, early onset breast cancer 2, early onset caspase recruitment domain family, member 11 Cas-Br-M (murine) ecotropic retroviral transforming sequence cyclin D1 cyclin D2 cyclin D3 cyclin E1 CD79b molecule, immunoglobulin-associated beta cell division cycle 73, Paf1/RNA polymerase II complex component, homolog (S. cerevisiae) cadherin 1, type 1, E-cadherin (epithelial) cyclin-dependent kinase 12 cyclin-dependent kinase 4 cyclin-dependent kinase 6 cyclin-dependent kinase 8 5q21-q22 Xq12 Xp11.3-p11.23 1p36.1-p35 6q25.3 12q13.11 20q11 11q22-q23 3q22-q24 Xq21.1 20q13 3p21.31-p21.2 2p23 17p13.1 Xq11.1 20q11.21 2q13 3q27 Xp11.4 7q34 17q21-q24 13q12-q13 7p22 11q23.3-qter 11q13 12p13 6p21 19q12 17q23 1q25 16q22.1 17q12 12q13 7q21-q22 13q12 CDKN1A CDKN2A 1784 1787 CDKN2B CDKN2C CHEK1 CHEK2 CIC CREBBP CRKL CRLF2 1788 1789 1925 16627 14214 2348 2363 14281 CSF1R CTCF CTNNB1 DAXX DDR2 DICER1 DIS3 DNMT1 DNMT3A DNMT3B E2F3 EGFR EP300 EPHA3 EPHA5 EPHB1 ERBB2 2433 13723 2514 2681 2731 17098 20604 2976 2978 2979 3115 3236 3373 3387 3389 3392 3430 ERBB3 3431 ERBB4 3432 ERCC2 3434 ERCC5 3437 ERG ESR1 ETV1 ETV6 EZH2 FAM46C FAT1 FBXW7 FGFR1 FGFR2 FGFR3 3446 3467 3490 3495 3527 3595 16712 3688 3689 3690 cyclin-dependent kinase inhibitor 1A (p21, Cip1) cyclin-dependent kinase inhibitor 2A (melanoma, p16, inhibits CDK4) cyclin-dependent kinase inhibitor 2B (p15, inhibits CDK4) cyclin-dependent kinase inhibitor 2C (p18, inhibits CDK4) CHK1 checkpoint homolog (S. pombe) CHK2 checkpoint homolog (S. pombe) capicua homolog (Drosophila) CREB binding protein v-crk sarcoma virus CT10 oncogene homolog (avian)-like cytokine receptor-like factor 2 colony stimulating factor 1 receptor CCCTC-binding factor (zinc finger protein) catenin (cadherin-associated protein), beta 1, 88kDa death-domain associated protein discoidin domain receptor tyrosine kinase 2 dicer 1, ribonuclease type III DIS3 mitotic control homolog (S. cerevisiae) DNA (cytosine-5-)-methyltransferase 1 DNA (cytosine-5-)-methyltransferase 3 alpha DNA (cytosine-5-)-methyltransferase 3 beta E2F transcription factor 3 epidermal growth factor receptor E1A binding protein p300 EPH receptor A3 EPH receptor A5 EPH receptor B1 v-erb-b2 erythroblastic leukemia viral oncogene homolog 2, neuro/glioblastoma derived oncogene homolog (avian) v-erb-b2 erythroblastic leukemia viral oncogene homolog 3 (avian) v-erb-a erythroblastic leukemia viral oncogene homolog 4 (avian) excision repair cross-complementing rodent repair deficiency, complementation group 2 excision repair cross-complementing rodent repair deficiency, complementation group 5 v-ets erythroblastosis virus E26 oncogene homolog (avian) estrogen receptor 1 ets variant 1 ets variant 6 enhancer of zeste homolog 2 (Drosophila) family with sequence similarity 46, member C FAT tumor suppressor homolog 1 (Drosophila) F-box and WD repeat domain containing 7 fibroblast growth factor receptor 1 fibroblast growth factor receptor 2 fibroblast growth factor receptor 3 6p21.1 9p21 9p21 1p32.3 11q24.2 22q12.1 19q13.2 16p13.3 22q11.21 Xp22.3 and Yp11.3 5q32 16q21-q22.3 3p21 6p21.3 1q12-q23 14q32.2 13q21.32 19p13.2 2p23 20q11.2 6p22 7p12 22q13.2 3p11.2 4q13.1 3q21-q23 17q11.2-q12 12q13 2q33.3-q34 19q13.3 13q22-q34 21q22.3 6q24-q27 7p22 12p13 7q35-q36 1p12 4q35.2 4q31.23 8p12 10q25.3-q26 4p16.3 FGFR4 FH FLCN FLT1 3691 3700 27310 3763 FLT3 FLT4 FOXL2 FUBP1 GATA1 GATA2 GATA3 GNA11 3765 3767 1092 4004 4170 4171 4172 4379 GNAQ GNAS GRIN2A GSK3B HNF1A HRAS IDH1 IDH2 IGF1R IKBKE 4390 4392 4585 4617 11621 5173 5382 5383 5465 14552 IKZF1 IL7R INPP4A INPP4B INSR IRF4 IRS1 IRS2 JAK1 JAK2 JAK3 JUN KDM5C KDM5A KDR 13176 6024 6074 6075 6091 6119 6125 6126 6190 6192 6193 6204 11114 9886 6307 KEAP1 KIT 23177 6342 KRAS LMO1 MAP2K1 MAP2K2 MAP2K4 6407 6641 6840 6842 6844 fibroblast growth factor receptor 4 fumarate hydratase folliculin fms-related tyrosine kinase 1 (vascular endothelial growth factor/vascular permeability factor receptor) fms-related tyrosine kinase 3 fms-related tyrosine kinase 4 forkhead box L2 far upstream element (FUSE) binding protein 1 GATA binding protein 1 (globin transcription factor 1) GATA binding protein 2 GATA binding protein 3 guanine nucleotide binding protein (G protein), alpha 11 (Gq class) guanine nucleotide binding protein (G protein), q polypeptide GNAS complex locus glutamate receptor, ionotropic, N-methyl D-aspartate 2A glycogen synthase kinase 3 beta HNF1 homeobox A v-Ha-ras Harvey rat sarcoma viral oncogene homolog isocitrate dehydrogenase 1 (NADP+), soluble isocitrate dehydrogenase 2 (NADP+), mitochondrial insulin-like growth factor 1 receptor inhibitor of kappa light polypeptide gene enhancer in B-cells, kinase epsilon IKAROS family zinc finger 1 (Ikaros) interleukin 7 receptor inositol polyphosphate-4-phosphatase, type I, 107kDa inositol polyphosphate-4-phosphatase, type II, 105kDa insulin receptor interferon regulatory factor 4 insulin receptor substrate 1 insulin receptor substrate 2 Janus kinase 1 Janus kinase 2 Janus kinase 3 jun proto-oncogene lysine (K)-specific demethylase 5C lysine (K)-specific demethylase 5A kinase insert domain receptor (a type III receptor tyrosine kinase) kelch-like ECH-associated protein 1 v-kit Hardy-Zuckerman 4 feline sarcoma viral oncogene homolog v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog LIM domain only 1 (rhombotin 1) mitogen-activated protein kinase kinase 1 mitogen-activated protein kinase kinase 2 mitogen-activated protein kinase kinase 4 5q33-qter 1q42.1 17p11.2 13q12 13q12 5q34-q35 3q23 1p31.1 Xp11.23 3q21 10p15 19p13.3 9q21 20q13.2-q13.3 16p13.2 3q13.3 12q24.31 11p15.5 2q32-qter 15q21-qter 15q26.3 1q31 7pter-7qter 5p13 2q11.2 4q31.1 19p13.3-p13.2 6p25-p23 2q36 13q34 1p32.3-p31.3 9p24 19p13-p12 1p32-p31 Xp11.22-p11.21 12p11 4q11-q12 19p13.2 4q11-q12 12p12.1 11p15 15q22.1-q22.33 19p13.3 17p11.2 MAP3K1 MAPK1 MCL1 MDM2 MDM4 MED12 MEF2B MEN1 MET MITF MLH1 MLL 6848 6871 6943 6973 6974 11957 6995 7010 7029 7105 7127 7132 MLL2 MLL3 MPL MRE11A MSH2 MSH6 MTOR MYC MYCL1 7133 13726 7217 7230 7325 7329 3942 7553 7555 MYCN 7559 MYD88 NBN NF1 NF2 NFE2L2 NKX2-1 NOTCH1 NOTCH2 NOTCH3 NOTCH4 NPM1 NRAS NTRK1 NTRK2 NTRK3 PAK7 PALB2 PARK2 PARP1 PAX5 PBRM1 PDGFRA PDGFRB PHOX2B 7562 7652 7765 7773 7782 11825 7881 7882 7883 7884 7910 7989 8031 8032 8033 15916 26144 8607 270 8619 30064 8803 8804 9143 mitogen-activated protein kinase kinase kinase 1 mitogen-activated protein kinase 1 myeloid cell leukemia sequence 1 (BCL2-related) Mdm2 p53 binding protein homolog (mouse) Mdm4 p53 binding protein homolog (mouse) mediator complex subunit 12 myocyte enhancer factor 2B multiple endocrine neoplasia I met proto-oncogene (hepatocyte growth factor receptor) microphthalmia-associated transcription factor mutL homolog 1, colon cancer, nonpolyposis type 2 (E. coli) myeloid/lymphoid or mixed-lineage leukemia (trithorax homolog, Drosophila) myeloid/lymphoid or mixed-lineage leukemia 2 myeloid/lymphoid or mixed-lineage leukemia 3 myeloproliferative leukemia virus oncogene MRE11 meiotic recombination 11 homolog A (S. cerevisiae) mutS homolog 2, colon cancer, nonpolyposis type 1 (E. coli) mutS homolog 6 (E. coli) mechanistic target of rapamycin (serine/threonine kinase) v-myc myelocytomatosis viral oncogene homolog (avian) v-myc myelocytomatosis viral oncogene homolog 1, lung carcinoma derived (avian) v-myc myelocytomatosis viral related oncogene, neuroblastoma derived (avian) myeloid differentiation primary response gene (88) nibrin neurofibromin 1 neurofibromin 2 (merlin) nuclear factor (erythroid-derived 2)-like 2 NK2 homeobox 1 notch 1 notch 2 notch 3 notch 4 nucleophosmin (nucleolar phosphoprotein B23, numatrin) neuroblastoma RAS viral (v-ras) oncogene homolog neurotrophic tyrosine kinase, receptor, type 1 neurotrophic tyrosine kinase, receptor, type 2 neurotrophic tyrosine kinase, receptor, type 3 p21 protein (Cdc42/Rac)-activated kinase 7 partner and localizer of BRCA2 parkinson protein 2, E3 ubiquitin protein ligase (parkin) poly (ADP-ribose) polymerase 1 paired box 5 polybromo 1 platelet-derived growth factor receptor, alpha polypeptide platelet-derived growth factor receptor, beta polypeptide paired-like homeobox 2b 5q11.2 22q11.2 1q21 12q13-q14 1q32 Xq13 19p13.11 11q13 7q31 3p14.1-p12.3 3p22.3 11q23 12q12-q13 7q36 1p34 11q21 2p21 2p16 1p36 8q24 1p34.3 2p24.3 3p22 8q21-q24 17q11.2 22q12.2 2q31 14q13.3 9q34.3 1p13-p11 19p13.2-p13.1 6p21.3 5q35.1 1p13.2 1q21-q22 9q22.1 15q24-q25 20p12 16p12.1 6q25.2-q27 1q41-q42 9p13.2 3p21 4q12 5q33.1 4p13 PIK3C2G PIK3CA PIK3CB PIK3CD PIK3CG PIK3R1 PIK3R2 PIK3R3 PLK2 PMS2 PNRC1 POLE PPP2R1A PRDM1 PRKAR1A 8973 8975 8976 8977 8978 8979 8980 8981 19699 9122 17278 9177 9302 9346 9388 PTCH1 PTEN PTPN11 PTPRD PTPRS PTPRT RAC1 9585 9588 9644 9668 9681 9682 9801 RAD50 RAF1 RARA RB1 REL RET RICTOR RNF43 ROS1 RPTOR RUNX1 SDHA SETD2 SF3B1 SHQ1 SMAD2 SMAD3 SMAD4 SMARCA4 9816 9829 9864 9884 9954 9967 28611 18505 10261 30287 10471 10680 18420 10768 25543 6768 6769 6770 11100 SMARCB1 11103 SMO SOCS1 SOX2 11119 19383 11195 phosphoinositide-3-kinase, class 2, gamma polypeptide phosphoinositide-3-kinase, catalytic, alpha polypeptide phosphoinositide-3-kinase, catalytic, beta polypeptide phosphoinositide-3-kinase, catalytic, delta polypeptide phosphoinositide-3-kinase, catalytic, gamma polypeptide phosphoinositide-3-kinase, regulatory subunit 1 (alpha) phosphoinositide-3-kinase, regulatory subunit 2 (beta) phosphoinositide-3-kinase, regulatory subunit 3 (gamma) polo-like kinase 2 PMS2 postmeiotic segregation increased 2 (S. cerevisiae) proline-rich nuclear receptor coactivator 1 polymerase (DNA directed), epsilon protein phosphatase 2, regulatory subunit A, alpha PR domain containing 1, with ZNF domain protein kinase, cAMP-dependent, regulatory, type I, alpha (tissue specific extinguisher 1) patched 1 phosphatase and tensin homolog protein tyrosine phosphatase, non-receptor type 11 protein tyrosine phosphatase, receptor type, D protein tyrosine phosphatase, receptor type, S protein tyrosine phosphatase, receptor type, T ras-related C3 botulinum toxin substrate 1 (rho family, small GTP binding protein Rac1) RAD50 homolog (S. cerevisiae) v-raf-1 murine leukemia viral oncogene homolog 1 retinoic acid receptor, alpha retinoblastoma 1 v-rel reticuloendotheliosis viral oncogene homolog (avian) ret proto-oncogene RPTOR independent companion of MTOR, complex 2 ring finger protein 43 c-ros oncogene 1 , receptor tyrosine kinase regulatory associated protein of MTOR, complex 1 runt-related transcription factor 1 succinate dehydrogenase complex, subunit A, flavoprotein (Fp) SET domain containing 2 splicing factor 3b, subunit 1, 155kDa SHQ1 homolog (S. cerevisiae) SMAD family member 2 SMAD family member 3 SMAD family member 4 SWI/SNF related, matrix associated, actin dependent regulator of chromatin, subfamily a, member 4 SWI/SNF related, matrix associated, actin dependent regulator of chromatin, subfamily b, member 1 smoothened homolog (Drosophila) suppressor of cytokine signaling 1 SRY (sex determining region Y)-box 2 12p12 3q26.3 3q21-qter 1p36.2 7q22 5q13.1 19q13.2-q13.4 1p34.1 5q12.1-q13.2 7p22.1 6q16.1 12q24.3 19q13 6q21 17q23-q24 9q22.1-q31 10q23 12q24.1 9p24.1-p23 19p13.3 20q12-q13 7p22 5q23-q31 3p25 17q21.1 13q14.2 2p13-p12 10q11.2 5p13.1 17q23.2 6q21-q22 17q25.3 21q22.3 5p15 3p21.31 2q33.1 3p13 18q21 15q21-q22 18q21.1 19p13.3 22q11.23 7q32.1 16p13.13 3q26.3-q27 SPOP SRC 11254 11283 STAG2 STK11 SUFU SYK TERT TET1 TET2 TGFBR2 TMPRSS2 TNFAIP3 TNFRSF14 11355 11389 16466 11491 11730 29484 25941 11773 11876 11896 11912 TOP1 TP53 TP63 TSC1 TSC2 TSHR U2AF1 VHL WT1 XPO1 YAP1 YES1 11986 11998 15979 12362 12363 12373 12453 12687 12796 12825 16262 12841 speckle-type POZ protein v-src sarcoma (Schmidt-Ruppin A-2) viral oncogene homolog (avian) stromal antigen 2 serine/threonine kinase 11 suppressor of fused homolog (Drosophila) spleen tyrosine kinase telomerase reverse transcriptase tet oncogene 1 tet oncogene family member 2 transforming growth factor, beta receptor II (70/80kDa) transmembrane protease, serine 2 tumor necrosis factor, alpha-induced protein 3 tumor necrosis factor receptor superfamily, member 14 (herpesvirus entry mediator) topoisomerase (DNA) I tumor protein p53 tumor protein p63 tuberous sclerosis 1 tuberous sclerosis 2 thyroid stimulating hormone receptor U2 small nuclear RNA auxiliary factor 1 von Hippel-Lindau tumor suppressor Wilms tumor 1 exportin 1 (CRM1 homolog, yeast) Yes-associated protein 1 v-yes-1 Yamaguchi sarcoma viral oncogene homolog 1 17q21.33 20q12-q13 Xq25 19p13.3 10q24.32 9q22 5p15.33 10q21 4q24 3p22 21q22.3 6q23-q25 1p36.32 20q12-q13.1 17p13.1 3q27-q29 9q34 16p13.3 14q24-q31 21q22.3 3p25.3 11p13 2p15 11q13 18p11.31-p11.21