Genomic characterization of metastatic patterns from prospective clinical sequencing of 25,000 patients.

DNA sequencing cancer clinical sequencing genomics metastasis molecular profiling mutations next-generation sequencing organotropism pan-cancer

Journal

Cell
ISSN: 1097-4172
Titre abrégé: Cell
Pays: United States
ID NLM: 0413066

Informations de publication

Date de publication:
03 02 2022
Historique:
received: 28 06 2021
revised: 21 10 2021
accepted: 05 01 2022
entrez: 5 2 2022
pubmed: 6 2 2022
medline: 25 2 2022
Statut: ppublish

Résumé

Metastatic progression is the main cause of death in cancer patients, whereas the underlying genomic mechanisms driving metastasis remain largely unknown. Here, we assembled MSK-MET, a pan-cancer cohort of over 25,000 patients with metastatic diseases. By analyzing genomic and clinical data from this cohort, we identified associations between genomic alterations and patterns of metastatic dissemination across 50 tumor types. We found that chromosomal instability is strongly correlated with metastatic burden in some tumor types, including prostate adenocarcinoma, lung adenocarcinoma, and HR+/HER2+ breast ductal carcinoma, but not in others, including colorectal cancer and high-grade serous ovarian cancer, where copy-number alteration patterns may be established early in tumor development. We also identified somatic alterations associated with metastatic burden and specific target organs. Our data offer a valuable resource for the investigation of the biological basis for metastatic spread and highlight the complex role of chromosomal instability in cancer progression.

Identifiants

pubmed: 35120664
pii: S0092-8674(22)00003-4
doi: 10.1016/j.cell.2022.01.003
pmc: PMC9147702
mid: NIHMS1774757
pii:
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

563-575.e11

Subventions

Organisme : NCI NIH HHS
ID : U01 CA252048
Pays : United States
Organisme : NIH HHS
ID : DP5 OD026395
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA228216
Pays : United States
Organisme : NCI NIH HHS
ID : P30 CA008748
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA234361
Pays : United States
Organisme : NCI NIH HHS
ID : P50 CA221745
Pays : United States
Organisme : NCI NIH HHS
ID : P50 CA247749
Pays : United States
Organisme : NCI NIH HHS
ID : K08 CA230213
Pays : United States
Organisme : NCI NIH HHS
ID : P50 CA217694
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA256188
Pays : United States
Organisme : NCI NIH HHS
ID : P50 CA140146
Pays : United States
Organisme : NCI NIH HHS
ID : R37 CA266185
Pays : United States

Commentaires et corrections

Type : CommentIn

Informations de copyright

Copyright © 2022 Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of interests S.C. receives consulting fees from Novartis, Lilly, and Sanofi and research funding from Daiichi-Sankyo and Paige.ai. J.J.H. receives consulting fees from Bristol Myers Squibb, Merck, Exelexis, Eisai, QED, Cytomx, Zymeworks, Adaptiimmune, and ImVax and research funding from Bristol Myers Squibb. C.A.I.-D. receives research funding from Bristol Myers Squibb. P. Razavi received consultation/Ad board/Honoraria from Novartis, Foundation Medicine, AstraZeneca, Epic Sciences, Inivata, Natera, and Tempus and institutional grant/funding from Grail, Illumina, Novartis, Epic Sciences, and ArcherDx. C.M.R. has consulted regarding oncology drug development with AbbVie, Amgen, Astra Zeneca, Epizyme, Genentech/Roche, Ipsen, Jazz, Lilly, and Syros and serves on the scientific advisory boards of Bridge Medicines, Earli, and Harpoon Therapeutics. D.Z. receives research funding from Astra Zeneca, Plexxikon, and Genentech and consulting fees from Merck, Synlogic Therapeutics, GSK, Bristol Myers Squibb, Genentech, Xencor, Memgen, Immunos, Agenus, Hookipa, Calidi, and Synthekine. B.W. has an ad hoc membership advisory board Repare Therapeutics. W.A. receives speaking honoraria from Roche, Medscape, Aptitude Health, and Clinical Education Alliance; consulting fees from Clovis Oncology, Janssen, ORIC pharmaceuticals, Daiichi Sankyo; and research funding from AstraZeneca, Zenith Epigenetics, Clovis Oncology, ORIC pharmaceuticals, and Epizyme. G.K.A.-A. receives research funding from Arcus, Agios, Astra Zeneca, Bayer, BioNtech, BMS, Celgene, Flatiron, Genentech/Roche, Genoscience, Incyte, Polaris, Puma, QED, Sillajen, and Yiviva and consulting fees from Adicet, Agios, Astra Zeneca, Alnylam, Autem, Bayer, Beigene, Berry Genomics, Cend, Celgene, CytomX, Eisai, Eli Lilly, Exelixis, Flatiron, Genentech/Roche, Genoscience, Helio, Incyte, Ipsen, Legend Biotech, Loxo, Merck, MINA, Nerviano, QED, Redhill, Rafael, Silenseed, Sillajen, Sobi, Surface Oncology, Therabionics, Twoxar, Vector, and Yiviva. E.M.O. receives research funding from Genentech/Roche, Celgene/BMS, BioNTech, BioAtla, AstraZeneca, Arcus, Elicio, Parker Institute, and AstraZeneca and consulting fees from Cytomx Therapeutics (DSMB), Rafael Therapeutics (DSMB), Sobi, Silenseed, Tyme, Seagen, Molecular Templates, Boehringer Ingelheim, BioNTech, Ipsen, Polaris, Merck, IDEAYA, Cend, AstraZeneca, Noxxon, BioSapien, Bayer (spouse), Genentech-Roche (spouse), Celgene-BMS (spouse), and Eisai (spouse). M.A.P. receive consulting fees from BMS, Merck, Array BioPharma, Novartis, Incyte, NewLink Genetics, Aduro, Eisai, and Pfizer; honoraria from BMS and Merck; research support from RGenix, Infinity, BMS, Merck, Array BioPharma, Novartis, and AstraZeneca. G.J.R. has institutional research funding from Mirait, Takeda, Merck, Roche, Novartis, and Pfizer. S.F.B. holds a patent related to some of the work described targeting CIN in advanced cancer. He owns equity in, receives compensation from, and serves as a consultant and the scientific advisory board and board of directors of Volastra Therapeutics Inc. A.N.S. has advisory board/personal fees from Bristol-Myers Squibb, Immunocore, and Castle Biosciences; research support from Bristol-Myers Squibb, Immunocore, Xcovery, Polaris, Novartis, Pfizer, and Checkmate Pharmaceuticals; and research funding from OBI-Pharma, GSK, Silenseed, BMS, and Lilly. R.Y. receives consulting fees from Array BioPharma/Pfizer, Mirati Therapeutics, and Natera and research funding from Pfizer and Boehringer Ingelheim. D.R.J. is member of the advisory council for Astra Zeneca and member of the Clinical Trial Steering Committee for Merck. D.M. reports disclosures from AstraZeneca, Johnson & Johnson, Boston Scientific, Bristol-Myers Squibb, and Merck. S.P.S. is shareholder and consultant for Canexia Health Inc. M.F.B receives consulting fees from Roche, Eli Lilly, and PetDx and research funding from Grail. D.B.S. has received consulted for and received honoraria from Pfizer, Lilly/Loxo Oncology, Vividion Therapeutics, Scorpion Therapetuics, and BridgeBio. B.N. is an employee of Loxo Oncology at Lilly.

Références

Cancer Cell. 2020 Jan 13;37(1):8-19
pubmed: 31935374
Cancer Discov. 2012 May;2(5):401-4
pubmed: 22588877
JAMA Surg. 2021 Feb 1;156(2):e205601
pubmed: 33355651
Clin Cancer Res. 2014 Nov 1;20(21):5527-36
pubmed: 25165098
Eur J Cancer. 2021 Jan;143:147-157
pubmed: 33307492
J Mol Diagn. 2015 May;17(3):251-64
pubmed: 25801821
Nucleic Acids Res. 2016 Sep 19;44(16):e131
pubmed: 27270079
Nature. 2019 Mar;567(7748):399-404
pubmed: 30867590
Science. 2017 Jul 07;357(6346):55-60
pubmed: 28684519
Cancer Cell. 2018 Sep 10;34(3):427-438.e6
pubmed: 30205045
Nat Commun. 2020 Jan 23;11(1):449
pubmed: 31974379
Cancer Discov. 2015 Nov;5(11):1164-1177
pubmed: 26410082
Oncotarget. 2015 Jan 1;6(1):570-83
pubmed: 25402435
Cell. 2017 Feb 9;168(4):670-691
pubmed: 28187288
Nat Genet. 2020 Jul;52(7):692-700
pubmed: 32451459
NPJ Breast Cancer. 2019 Sep 23;5:31
pubmed: 31552290
Cancer Discov. 2017 Aug;7(8):818-831
pubmed: 28572459
Oncogene. 2020 Mar;39(12):2624-2637
pubmed: 32005976
Genes Chromosomes Cancer. 2009 Apr;48(4):351-65
pubmed: 19156836
Nat Genet. 2018 Aug;50(8):1189-1195
pubmed: 30013179
Cancer Cell. 2010 Jul 13;18(1):11-22
pubmed: 20579941
Nature. 2017 Aug 17;548(7667):297-303
pubmed: 28783718
JCO Precis Oncol. 2017 Jul;2017:
pubmed: 28890946
PLoS One. 2009 Dec 18;4(12):e8199
pubmed: 20020061
Nature. 2016 Jan 21;529(7586):298-306
pubmed: 26791720
Nat Rev Genet. 2020 Jan;21(1):44-62
pubmed: 31548659
Dev Cell. 2019 May 6;49(3):375-391
pubmed: 31063756
Cell. 2018 Apr 5;173(2):305-320.e10
pubmed: 29625049
Nat Med. 2017 Jun;23(6):703-713
pubmed: 28481359
Cell. 2017 Aug 24;170(5):927-938.e20
pubmed: 28841418
Nat Genet. 2017 Mar;49(3):358-366
pubmed: 28092682
J Thorac Oncol. 2020 Dec;15(12):1844-1856
pubmed: 32791233
Nat Genet. 2020 Jul;52(7):701-708
pubmed: 32424352
Proc Natl Acad Sci U S A. 2019 Jun 4;116(23):11390-11395
pubmed: 31085648
Nature. 2018 Jan 25;553(7689):467-472
pubmed: 29342134
JCO Precis Oncol. 2019;3:
pubmed: 31832578
Nat Genet. 2020 Jan;52(1):74-83
pubmed: 31907488
Nature. 2019 Nov;575(7781):210-216
pubmed: 31645765
Clin Cancer Res. 2011 Mar 1;17(5):1122-30
pubmed: 21239505
Surgery. 1993 Oct;114(4):637-41; discussion 641-2
pubmed: 8211676
J Clin Oncol. 2010 Jul 10;28(20):3271-7
pubmed: 20498394
Cell. 2018 Apr 19;173(3):581-594.e12
pubmed: 29656895
Nat Rev Cancer. 2009 Apr;9(4):274-84
pubmed: 19308067
Nat Commun. 2017 Apr 20;8:14944
pubmed: 28429735
Nat Genet. 2018 May;50(5):645-651
pubmed: 29610475
Cancer Discov. 2021 Apr;11(4):971-994
pubmed: 33811127
JCO Precis Oncol. 2017 Jul;2017:
pubmed: 28825054
Elife. 2018 Sep 04;7:
pubmed: 30178746
Br J Cancer. 2015 Feb 3;112(3):424-8
pubmed: 25535726
Sci Signal. 2013 Apr 02;6(269):pl1
pubmed: 23550210
Nature. 2020 Nov;587(7832):126-132
pubmed: 32879494
Cancer Discov. 2016 Dec;6(12):1342-1351
pubmed: 27856443
NPJ Breast Cancer. 2020 Oct 14;6:53
pubmed: 33083532
Bioinformatics. 2021 Aug 25;37(16):2461-2463
pubmed: 33247715
Clin Cancer Res. 2021 Apr 15;27(8):2226-2235
pubmed: 33509808
Cancer Cell. 2018 Jan 8;33(1):125-136.e3
pubmed: 29316426
Nat Rev Cancer. 2014 May;14(5):359-70
pubmed: 24739573
Cell. 2018 Apr 5;173(2):321-337.e10
pubmed: 29625050
Nat Genet. 2020 Apr;52(4):371-377
pubmed: 32203465
Nature. 2013 May 2;497(7447):67-73
pubmed: 23636398
Bioinformatics. 2014 Apr 1;30(7):1015-6
pubmed: 24371154
Cancer Discov. 2020 Jul;10(7):1038-1057
pubmed: 32376773

Auteurs

Bastien Nguyen (B)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Christopher Fong (C)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Anisha Luthra (A)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Shaleigh A Smith (SA)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Renzo G DiNatale (RG)

Molecular Pharmacology Program, Sloan Kettering Institute, New York, NY, USA; Urology and Renal Transplantation Service, Virginia Mason Medical Center, Seattle, WA, USA.

Subhiksha Nandakumar (S)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Henry Walch (H)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Walid K Chatila (WK)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Ramyasree Madupuri (R)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Ritika Kundra (R)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Craig M Bielski (CM)

Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Weill Medical College at Cornell University, New York, NY, USA.

Brooke Mastrogiacomo (B)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Mark T A Donoghue (MTA)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Adrienne Boire (A)

Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Neurology and Brain Tumor Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Sarat Chandarlapaty (S)

Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Karuna Ganesh (K)

Molecular Pharmacology Program, Sloan Kettering Institute, New York, NY, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

James J Harding (JJ)

Weill Medical College at Cornell University, New York, NY, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Christine A Iacobuzio-Donahue (CA)

Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Pedram Razavi (P)

Weill Medical College at Cornell University, New York, NY, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Ed Reznik (E)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Charles M Rudin (CM)

Molecular Pharmacology Program, Sloan Kettering Institute, New York, NY, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Dmitriy Zamarin (D)

Weill Medical College at Cornell University, New York, NY, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Wassim Abida (W)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Ghassan K Abou-Alfa (GK)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Carol Aghajanian (C)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Andrea Cercek (A)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Ping Chi (P)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Darren Feldman (D)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Alan L Ho (AL)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Gopakumar Iyer (G)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Yelena Y Janjigian (YY)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Michael Morris (M)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Robert J Motzer (RJ)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Eileen M O'Reilly (EM)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Michael A Postow (MA)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Nitya P Raj (NP)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Gregory J Riely (GJ)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Mark E Robson (ME)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Jonathan E Rosenberg (JE)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Anton Safonov (A)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Alexander N Shoushtari (AN)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

William Tap (W)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Min Yuen Teo (MY)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Anna M Varghese (AM)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Martin Voss (M)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Rona Yaeger (R)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Marjorie G Zauderer (MG)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Nadeem Abu-Rustum (N)

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Julio Garcia-Aguilar (J)

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Bernard Bochner (B)

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Abraham Hakimi (A)

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

William R Jarnagin (WR)

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

David R Jones (DR)

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Daniela Molena (D)

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Luc Morris (L)

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Eric Rios-Doria (E)

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Paul Russo (P)

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Samuel Singer (S)

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Vivian E Strong (VE)

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Debyani Chakravarty (D)

Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Lora H Ellenson (LH)

Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Anuradha Gopalan (A)

Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Jorge S Reis-Filho (JS)

Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Britta Weigelt (B)

Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Marc Ladanyi (M)

Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Mithat Gonen (M)

Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Sohrab P Shah (SP)

Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Joan Massague (J)

Cancer Biology and Genetics Program, Sloan Kettering Institute, New York, NY, USA.

Jianjiong Gao (J)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Ahmet Zehir (A)

Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Michael F Berger (MF)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

David B Solit (DB)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Weill Medical College at Cornell University, New York, NY, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Samuel F Bakhoum (SF)

Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.

Francisco Sanchez-Vega (F)

Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA. Electronic address: sanchezf@mskcc.org.

Nikolaus Schultz (N)

Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA. Electronic address: schultzn@mskcc.org.

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