Divergent mutational processes distinguish hypoxic and normoxic tumours

Vinayak Bhandari(Ontario Institute for Cancer Research), Constance H. Li(Ontario Institute for Cancer Research), Robert G. Bristow(Manchester Academic Health Science Centre), Paul C. Boutros(University of California, Los Angeles), Lauri A. Aaltonen(University of Helsinki), Federico Abascal(Wellcome Sanger Institute), Adam Abeshouse(Memorial Sloan Kettering Cancer Center), Hiroyuki Aburatani(The University of Tokyo), David J. Adams(Wellcome Sanger Institute), Nishant Agrawal(University of Chicago), Keun Soo Ahn(Keimyung University Dongsan Medical Center), Sung-Min Ahn(Gachon University Gil Medical Center), Hiroshi Aikata(Hiroshima University), Rehan Akbani(The University of Texas MD Anderson Cancer Center), Kadir C. Akdemir(The University of Texas MD Anderson Cancer Center), Hikmat Al‐Ahmadie(Memorial Sloan Kettering Cancer Center), Sultan T. Al‐Sedairy(King Faisal Specialist Hospital & Research Centre), Fátima Al‐Shahrour(Spanish National Cancer Research Centre), Malik Alawi(Universität Hamburg), Monique Albert(Ontario Institute for Cancer Research), Kenneth Aldape(The University of Texas MD Anderson Cancer Center), Ludmil B. Alexandrov(Wellcome Sanger Institute), Adrian Ally(Canada's Michael Smith Genome Sciences Centre), Kathryn Alsop(The University of Melbourne), Eva G. Álvarez(Universidade de Santiago de Compostela), Fernanda Amary(Royal National Orthopaedic Hospital), Samirkumar B. Amin(The University of Texas MD Anderson Cancer Center), Brice Aminou(Ontario Institute for Cancer Research), Ole Ammerpohl(Christian-Albrechts-Universität zu Kiel), Matthew J. Anderson(The University of Queensland), Yeng Ang(Salford Royal NHS Foundation Trust), Davide Antonello, Pavana Anur(Oregon Health & Science University), Samuel Aparício, Elizabeth L. Appelbaum(James S. McDonnell Foundation), Yasuhito Arai, Axel Aretz, Koji Arihiro(Hiroshima University), Shun‐ichi Ariizumi(Tokyo Women's Medical University), Joshua Armenia(Memorial Sloan Kettering Cancer Center), Laurent Arnould(Los Alamos National Laboratory), L. Sylvia(University Health Network), Yassen Assenov(German Cancer Research Center), Gurnit Atwal(Ontario Institute for Cancer Research), Sietse Aukema(Universität Ulm), J. Todd Auman(University of North Carolina at Chapel Hill), Miriam R. R. Aure(Oslo University Hospital), Philip Awadalla(Ontario Institute for Cancer Research), Marta Aymerich(Consorci Institut D'Investigacions Biomediques August Pi I Sunyer), Gary D. Bader(University of Toronto), Adrian Baez‐Ortega(University of Cambridge), Matthew H. Bailey(James S. McDonnell Foundation), Peter J. Bailey(University of Glasgow), Miruna Balasundaram(Canada's Michael Smith Genome Sciences Centre), Saianand Balu(University of North Carolina at Chapel Hill), Pratiti Bandopadhayay(Broad Institute), Rosamonde E. Banks(University of Leeds), Stefano Barbi, Andrew P. Barbour(Princess Alexandra Hospital), Jonathan Barenboim(Ontario Institute for Cancer Research), Jill S. Barnholtz‐Sloan(Case Western Reserve University), Hugh Barr(Gloucestershire Royal Hospital), Elisabet Barrera(European Bioinformatics Institute), John M.S. Bartlett(Ontario Institute for Cancer Research), Javier Bartolomé(Barcelona Supercomputing Center), Claudio Bassi, Oliver F. Bathe(University of Calgary), Daniel Baumhoer(Oslo University Hospital), Prashant Bavi(Ontario Institute for Cancer Research), Stephen B. Baylin(Johns Hopkins University), Wojciech Bażant(European Bioinformatics Institute), Duncan Beardsmore(Royal Stoke University Hospital), Tim Beck(Ontario Institute for Cancer Research), Sam Behjati(Wellcome Sanger Institute), Andreas Behren(La Trobe University), Beifang Niu(Chinese Academy of Sciences), Cindy Bell(Genome Canada), Sergi Beltrán(Centre for Genomic Regulation), Christopher C. Benz(Buck Institute for Research on Aging), Andrew Berchuck(Duke Medical Center), Anke Bergmann(Medizinische Hochschule Hannover), Erik N. Bergstrom(University of California San Diego), Benjamin P. Berman(Cedars-Sinai Medical Center), Daniel M. Berney(Queen Mary University of London), Stephan H. Bernhart(Leipzig University), Rameen Beroukhim(Broad Institute), Mario Berríos(University of Southern California), Samantha Bersani, Johanna Bertl(Aarhus University), Miguel Betancourt(Secretaria de Salud), Vinayak Bhandari(Ontario Institute for Cancer Research), Shriram G. Bhosle(Wellcome Sanger Institute), Andrew V. Biankin(University of Glasgow), Matthias Bieg(Berlin Institute of Health at Charité - Universitätsmedizin Berlin), Darell D. Bigner(Duke Medical Center), Hans Binder(Leipzig University), Ewan Birney(European Bioinformatics Institute), Michael J. Birrer(Massachusetts General Hospital), Nidhan K. Biswas(National Institute of Biomedical Genomics), Bodil Bjerkehagen(Oslo University Hospital), Tom Bodenheimer(University of North Carolina at Chapel Hill), Lori Boice(University of North Carolina at Chapel Hill), Giada Bonizzato, Johann S. de Bono(Institute of Cancer Research), Arnoud Boot(Duke-NUS Medical School), Moiz S. Bootwalla(University of Southern California), Åke Borg(Lund University), Arndt Borkhardt(Heinrich Heine University Düsseldorf), Keith A. Boroevich(RIKEN Center for Integrative Medical Sciences), Ivan Borozan(Ontario Institute for Cancer Research), Christoph Borst(Friedrich-Ebert-Krankenhaus), Marcus Bosenberg(Yale University), Mattia Bosio(Barcelona Supercomputing Center), Jacqueline Boultwood(University of Oxford), Guillaume Bourque(McGill University), Paul C. Boutros(University of California, Los Angeles), G. Steven Bova(Tampere University Hospital), David Bowen(Wellcome Sanger Institute), Reanne Bowlby(Canada's Michael Smith Genome Sciences Centre), David D.L. Bowtell(The University of Melbourne), Sandrine Boyault(Centre Léon Bérard), Rich Boyce(European Bioinformatics Institute), Jeffrey M. Boyd(Fox Chase Cancer Center), Alvis Brāzma(European Bioinformatics Institute), Paul M. Brennan(Centre international de recherche sur le cancer), Daniel S. Brewer(Earlham Institute), Arie B. Brinkman(Radboud University Nijmegen), Robert G. Bristow(Manchester Academic Health Science Centre), Russell R. Broaddus(The University of Texas MD Anderson Cancer Center), Jane E. Brock(Brigham and Women's Hospital), Malcolm V. Brock(Johns Hopkins University), Annegien Broeks(The Netherlands Cancer Institute), Angela N. Brooks(Broad Institute), Denise Brooks(Canada's Michael Smith Genome Sciences Centre), Benedikt Brors(German Cancer Research Center), Søren Brunak(Technical University of Denmark), Timothy J. C. Bruxner(The University of Queensland), Alicia L. Bruzos(Universidade de Santiago de Compostela), Alex Buchanan(Oregon Health & Science University), Ivo Buchhalter(German Cancer Research Center), Christiane Buchholz(Bundesministerium für Forschung, Technologie und Raumfahrt), Susan Bullman(Broad Institute), Hazel Burke(The University of Sydney), Birgit Burkhardt(University Hospital Münster), Kathleen H. Burns(Johns Hopkins University), John Busanovich(Broad Institute), Carlos D. Bustamante(Stanford University), Adam P. Butler(Wellcome Sanger Institute), Atul J. Butte(University of California, San Francisco), Niall J. Byrne(Ontario Institute for Cancer Research), Anne‐Lise Børresen‐Dale(Oslo University Hospital), Rory Johnson(National Institutes of Health), Andy Cafferkey(European Bioinformatics Institute), Declan Cahill(Royal Marsden NHS Foundation Trust), Claudia Calabrese(European Bioinformatics Institute), Carlos Caldas(University of Cambridge), Fabien Calvo(Institut Gustave Roussy), Niedzica Camacho(Institute of Cancer Research), Peter J. Campbell(Wellcome Sanger Institute), Elı́as Campo(Consorci Institut D'Investigacions Biomediques August Pi I Sunyer), Cinzia Cantù, Shaolong Cao(The University of Texas MD Anderson Cancer Center), Thomas E. Carey(University of Michigan), Joana Carlevaro-Fita(University of Bern), Rebecca Carlsen(Canada's Michael Smith Genome Sciences Centre), Ivana Cataldo, Mario Cazzola(University of Pavia), Jonathan Cebon(La Trobe University), Robert J. Cerfolio(University of Alabama at Birmingham), Dianne Chadwick(Toronto General Hospital), Dimple Chakravarty(Icahn School of Medicine at Mount Sinai), Drc Chalmers(University of Tasmania), Calvin Wing Yiu Chan(German Cancer Research Center), Kin Chan(University of Ottawa), Michelle Chan‐Seng‐Yue(Ontario Institute for Cancer Research), Vishal S. Chandan(Mayo Clinic in Arizona), David K. Chang(University of Glasgow), Stephen J. Chanock(National Institutes of Health), Lorraine A. Chantrill(Garvan Institute of Medical Research), Aurélien Chateigner(Ontario Institute for Cancer Research), Nilanjan Chatterjee(Johns Hopkins University), Kazuaki Chayama(Hiroshima University), Hsiao‐Wei Chen(Salford Royal NHS Foundation Trust), Jieming Chen(University of California, San Francisco), Ken Chen(The University of Texas MD Anderson Cancer Center), Yiwen Chen(The University of Texas MD Anderson Cancer Center), Zhaohong Chen(University of California San Diego), Andrew D. Cherniack(Broad Institute), Jeremy Chien(Mayo Clinic), Yoke-Eng Chiew(The University of Sydney), Suet‐Feung Chin(University of Cambridge), Juok Cho(Broad Institute), Sunghoon Cho, Jung Kyoon Choi(Korea Advanced Institute of Science and Technology), Wan Choi(Electronics and Telecommunications Research Institute), Christine Chomienne(Institut National du Cancer), Zechen Chong(The University of Texas MD Anderson Cancer Center), Su Pin Choo(National Cancer Centre Singapore), Angela Chou(Garvan Institute of Medical Research), Angelika N. Christ(The University of Queensland), Elizabeth L. Christie(The University of Melbourne), Eric Chuah(Canada's Michael Smith Genome Sciences Centre), Carrie Cibulskis(Broad Institute), Kristian Cibulskis(Broad Institute), Sara Cingarlini, Peter Clapham(Wellcome Sanger Institute), Alexander Claviez(University Hospital Schleswig-Holstein), Sean P. Cleary(Ontario Institute for Cancer Research), Nicole Cloonan(University of Auckland), Marek Cmero(The University of Melbourne), Colin C. Collins, Ashton A. Connor(University Health Network), Susanna L. Cooke(University of Glasgow), Colin S. Cooper(Institute of Cancer Research), Leslie Cope(Johns Hopkins University), Vincenzo Corbo, Matthew G. Cordes(James S. McDonnell Foundation), Stephen Cordner(Victorian Institute of Forensic Medicine), Isidro Cortés‐Ciriano(Harvard University), Kyle R. Covington(Baylor College of Medicine), Prue A. Cowin(The University of Melbourne), Brian Craft(University of California, Santa Cruz), David Craft(Broad Institute), Chad J. Creighton(Baylor College of Medicine), Yupeng Cun(University of Cologne), Erin Curley(International Genomics Consortium), Ioana Cutcutache(Duke-NUS Medical School), Karolina Czajka(Ontario Institute for Cancer Research), Bogdan Czerniak(The University of Texas MD Anderson Cancer Center), Rebecca A. Dagg(The University of Sydney), Ludmila Danilova(Johns Hopkins University), Maria Vittoria Davì(University of Verona), Natalie R. Davidson(Memorial Sloan Kettering Cancer Center), Helen Davies(Wellcome Sanger Institute), Ian J. Davis(University of North Carolina at Chapel Hill), Brandi N. Davis‐Dusenbery(Seven Bridges Genomics (United States)), Kevin J. Dawson(Wellcome Sanger Institute), Francisco M. De La Vega(Stanford University), Ricardo De Paoli‐Iseppi(The University of Sydney), Timothy Defreitas(Broad Institute), Angelo Paolo Dei Tos(University of Padua), Olivier Delaneau(University of Lausanne), John A. Demchok(National Institutes of Health), Jonas Demeulemeester(The Francis Crick Institute), German Demidov(Universitat Pompeu Fabra), Deniz Demircioğlu(Genome Institute of Singapore), Nening M. Dennis(Royal Marsden NHS Foundation Trust), Robert E. Denroche(Ontario Institute for Cancer Research), Stefan C. Dentro(Wellcome Sanger Institute), Nikita Desai(The Francis Crick Institute), Vikram Deshpande(Massachusetts General Hospital), Amit G. Deshwar(University of Toronto), Christine Desmedt(Institut Jules Bordet), Jordi Deu-Pons(Institute for Research in Biomedicine), Noreen Dhalla(Canada's Michael Smith Genome Sciences Centre), Neesha C. Dhani(Princess Margaret Cancer Centre), Priyanka Dhingra(Cornell University), Rajiv Dhir(Shadyside Hospital), Anthony DiBiase(Wellesley College), Klev Diamanti(Uppsala University), Li Ding(James S. McDonnell Foundation), Shuai Ding(Hefei University of Technology), Huy Q. Dinh(Cedars-Sinai Medical Center), Luc Dirix(University of Antwerp), HarshaVardhan Doddapaneni(Baylor College of Medicine), Nilgun Donmez, Michelle T. Dow(University of California San Diego), Ronny Drapkin(University of Pennsylvania), Oliver Drechsel(Universitat Pompeu Fabra), Ruben M. Drews(University of Cambridge), Serge Serge(Wellcome Sanger Institute), Tim Dudderidge(University Hospital Southampton NHS Foundation Trust), Ana Dueso-Barroso(Barcelona Supercomputing Center), Andrew Dunford(Broad Institute), Michael Dunn(Wellcome Trust), Lewis Jonathan Dursi(Ontario Institute for Cancer Research), Fraser R. Duthie(University of Glasgow), Ken Dutton‐Regester(QIMR Berghofer Medical Research Institute), Jenna Eagles(Ontario Institute for Cancer Research), Douglas F. Easton(University of Cambridge), Stuart Edmonds(Prostate Cancer Canada), Paul A. Edwards(University of Cambridge), Sandra E. Edwards(Institute of Cancer Research), Rosalind A. Eeles(Institute of Cancer Research), Anna Ehinger(Lund University), Juergen Eils(Heidelberg University), Roland Eils(German Cancer Research Center), Adel K. El‐Naggar(The University of Texas MD Anderson Cancer Center), Matthew Eldridge(University of Cambridge), Kyle Ellrott(Oregon Health & Science University), Serap Erkek(European Molecular Biology Laboratory), Geòrgia Escaramís(Centre for Genomic Regulation), Shadrielle M. G. Espiritu(Ontario Institute for Cancer Research), Xavier Estivill(Centre for Genomic Regulation), Dariush Etemadmoghadam(The University of Melbourne), Jórunn E. Eyfjörd(Icelandic Cancer Society), Bishoy M. Faltas(Cornell University), Daiming Fan(Xijing Hospital), Yu Fan(The University of Texas MD Anderson Cancer Center), William C. Faquin(Massachusetts General Hospital), Claudiu Farcas(University of California San Diego), Matteo Fassan(University of Padua), Aquila Fatima(Dana-Farber Cancer Institute), Francesco Favero(Rigshospitalet), Nodirjon Fayzullaev(Ontario Institute for Cancer Research), Ina Felau(National Institutes of Health), Sián Fereday(The University of Melbourne), Martin L. Ferguson(National Institutes of Health), Vincent Ferretti(Ontario Institute for Cancer Research), Lars Feuerbach(German Cancer Research Center), Matthew A. Field(Australian Institute of Tropical Health and Medicine), J. Lynn Fink(The University of Queensland), Gaetano Finocchiaro(Fondazione IRCCS Istituto Neurologico Carlo Besta), Cyril Fisher(Royal Marsden NHS Foundation Trust), Matthew W. Fittall(The Francis Crick Institute), Anna Fitzgerald(Bioplatforms Australia), Rebecca C. Fitzgerald(University of Cambridge), Adrienne M. Flanagan(London Cancer), Neil Fleshner(Princess Margaret Cancer Centre), Paul Flicek(European Bioinformatics Institute), John A. Foekens(Cancer Genomics Centre), Kwun M. Fong(The University of Queensland), Nuno A. Fonseca(European Bioinformatics Institute), Christopher S. Foster, Natalie S. Fox(Ontario Institute for Cancer Research), Michael Fraser(Ontario Institute for Cancer Research), Scott Frazer(Broad Institute), Milana Frenkel‐Morgenstern(Bar-Ilan University), William A. Friedman(University of Florida), Joan Frigola(Institute for Research in Biomedicine), Catrina C. Fronick(James S. McDonnell Foundation), Akihiro Fujimoto(RIKEN Center for Integrative Medical Sciences), Masashi Fujita(RIKEN Center for Integrative Medical Sciences), Masashi Fukayama(The University of Tokyo), Lucinda A. Fulton(James S. McDonnell Foundation), Robert S. Fulton(Washington University in St. Louis), Mayuko Furuta(RIKEN Center for Integrative Medical Sciences), P. Andrew Futreal(The University of Texas MD Anderson Cancer Center), Anja Füllgrabe(European Bioinformatics Institute), Stacey Gabriel(Broad Institute), Steven Gallinger(Ontario Institute for Cancer Research), Carlo Gambacorti‐Passerini(University of Milano-Bicocca), Galen F. Gao(Memorial Sloan Kettering Cancer Center), Shengjie Gao(BGI Group (China)), Levi A. Garraway(Dana-Farber Cancer Institute), Øystein Garred(Oslo University Hospital), Erik Garrison(Wellcome Sanger Institute), Dale W. Garsed(The University of Melbourne), Nils Gehlenborg(Broad Institute), Josep L. L. Gelpi(Barcelona Supercomputing Center), Joshy George(Jackson Laboratory), Daniela S. Gerhard(National Institutes of Health), Clarissa Gerhäuser(German Cancer Research Center), Jeffrey E. Gershenwald(The University of Texas MD Anderson Cancer Center), Mark Gerstein(Yale University), Moritz Gerstung(European Bioinformatics Institute), Gad Getz(Broad Institute), Mohammed Ghori(Wellcome Sanger Institute), Ronald Ghossein(Memorial Sloan Kettering Cancer Center), Nasra H. Giama(Mayo Clinic in Arizona), Richard A. Gibbs(Baylor College of Medicine), Bob Gibson(Ontario Institute for Cancer Research), Anthony J. Gill(Garvan Institute of Medical Research), Pelvender Gill(University of Oxford), Dilip D. Giri(Memorial Sloan Kettering Cancer Center), Dominik Głodzik(Wellcome Sanger Institute), Vincent J. Gnanapragasam(Cambridge University Hospitals NHS Foundation Trust), Maria Elisabeth Goebler(University of Würzburg), Mary J. Goldman(University of California, Santa Cruz), Carmen Gómez(University of Miami), Santiago González(European Bioinformatics Institute), Abel González-Pérez(Institute for Research in Biomedicine), Dmitry A. Gordenin(National Institute of Environmental Health Sciences), James Gossage(St Thomas' Hospital), Kunihito Gotoh(Osaka International Cancer Institute), Ramaswamy Govindan(Washington University in St. Louis), Dorthe Grabau(Lund University), Janet S. Graham(University of Glasgow), Robert C. Grant(Ontario Institute for Cancer Research), Anthony R. Green(University of Cambridge), Eric Green(National Institutes of Health), Liliana Greger(European Bioinformatics Institute), Nicola Grehan(University of Cambridge), Sonia Grimaldi, Sean M. Grimmond(The University of Melbourne), Robert L. Grossman(University of Chicago), Adam Grundhoff(Leibniz Institute of Virology (LIV)), Gunes Gundem(Memorial Sloan Kettering Cancer Center), Qianyun Guo(Aarhus University), Manaswi Gupta(Broad Institute), Shailja Gupta(Government of India), Marta Gut(Centre for Genomic Regulation), Marta Gut(Centre for Genomic Regulation), Jonathan Göke(Genome Institute of Singapore), Gavin Ha(Broad Institute), Andrea Haake(Christian-Albrechts-Universität zu Kiel), David Haan(University of California, Santa Cruz), Siegfried Haas(Friedrich-Ebert-Krankenhaus), Kerstin Haase(The Francis Crick Institute), James E. Haber(Brandeis University), Nina Habermann(European Molecular Biology Laboratory), Faraz Hach, Syed Haider(Ontario Institute for Cancer Research), Natsuko Hama, Freddie C. Hamdy(University of Oxford), Anne Hamilton(The University of Melbourne), Mark P. Hamilton(Stanford University), Leng Han(The University of Texas Health Science Center at Houston), George B. Hanna(Imperial College London), Martin L. Hansmann(Goethe University Frankfurt), Nicholas J. Haradhvala(Broad Institute), Olivier Harismendy(UC San Diego Health System), Ivon Harliwong(The University of Queensland), Arif Harmanci(Yale University), Eoghan Harrington, Takanori Hasegawa, David Haussler(University of California, Santa Cruz), Steve Hawkins(University of Cambridge), Shinya Hayami(Wakayama Medical University), Shuto Hayashi, D. Neil Hayes(University of North Carolina at Chapel Hill), Stephen J. Hayes(Salford Royal NHS Foundation Trust), Nicholas K. Hayward(The University of Sydney), Steven Hazell(Royal Marsden NHS Foundation Trust), Yao He(Peking University), Allison P. Heath(Children's Hospital of Philadelphia), Simon Heath(Centre for Genomic Regulation), David W. Hedley(Princess Margaret Cancer Centre), Apurva M. Hegde(The University of Texas MD Anderson Cancer Center), David I. Heiman(Broad Institute), Michael C. Heinold(German Cancer Research Center), Zachary Heins(Memorial Sloan Kettering Cancer Center), Lawrence E. Heisler(Ontario Institute for Cancer Research), Eva Hellström‐Lindberg(Karolinska Institutet), Mohamed Helmy(University of Toronto), Seong Gu Heo(Hallym University), Austin J. Hepperla(University of North Carolina at Chapel Hill), José María Heredia‐Genestar(Universitat Pompeu Fabra), Carl Herrmann(German Cancer Research Center), Peter Hersey(The University of Sydney), Julian M. Hess(Broad Institute), Hólmfríður Hilmarsdóttir(Icelandic Cancer Society), Jonathan Hinton(Wellcome Sanger Institute), Satoshi Hirano(Hokkaido University), Nobuyoshi Hiraoka(Tokyo National Hospital), Katherine A. Hoadley(University of North Carolina at Chapel Hill), Asger Hobolth(Aarhus University), Ermin Hodzic(Simon Fraser University), Jessica I. Hoell(Heinrich Heine University Düsseldorf), Steve Hoffmann(Leipzig University), Oliver Hofmann(The University of Melbourne), Andrea Holbrook(University of Southern California), Aliaksei Z. Holik(Centre for Genomic Regulation), Michael A. Hollingsworth(University of Nebraska Medical Center), Oliver Holmes(The University of Queensland), Robert A. Holt(Canada's Michael Smith Genome Sciences Centre), Hong Chen(Broad Institute), Eun Pyo Hong(Hallym University), Jongwhi H. Hong(Syneos Health (South Korea)), Gerrit K. Hooijer(Amsterdam UMC Location University of Amsterdam), Henrik Hornshøj(Aarhus University Hospital), Fumie Hosoda, Yong Hou(BGI Group (China)), Volker Hovestadt(German Cancer Research Center), William Howat(Cambridge University Hospitals NHS Foundation Trust), Alan P. Hoyle(University of North Carolina at Chapel Hill), Ralph H. Hruban(Johns Hopkins University), Taobo Hu(Baylor College of Medicine), Taobo Hu(Hong Kong University of Science and Technology), Xing Hua(National Institutes of Health), Kuan‐lin Huang(James S. McDonnell Foundation), Mei Huang(University of North Carolina at Chapel Hill), Mi Ni Huang(Duke-NUS Medical School), Vincent Huang(Ontario Institute for Cancer Research), Yi Huang(Shenzhen Bioeasy Biotechnology (China)), Wolfgang Huber(European Molecular Biology Laboratory), Thomas J. Hudson(Ontario Institute for Cancer Research), Michael Hummel(Charité - Universitätsmedizin Berlin), Jillian A. Hung(The University of Sydney), David G. Huntsman(BC Cancer Agency), Ted R. Hupp(Edinburgh Royal Infirmary), Jason T. Huse(Memorial Sloan Kettering Cancer Center), Matthew R. Huska(Max Delbrück Center), Barbara Hutter(German Cancer Research Center), Carolyn M. Hutter(National Institutes of Health), Daniel Hübschmann(Heidelberg University), Christine A. Iacobuzio–Donahue(Memorial Sloan Kettering Cancer Center), Charles D. Imbusch(German Cancer Research Center), Marcin Imieliński(Cornell University), Seiya Imoto, William B. Isaacs(Johns Hopkins University), Keren Isaev(University of Toronto), Shumpei Ishikawa(The University of Tokyo), Murat Iskar(German Cancer Research Center), S. M. Ashiqul Islam(University of California San Diego), Michael Ittmann(Baylor College of Medicine), Sinisa Ivkovic(Seven Bridges Genomics (United States)), José M. G. Izarzugaza(Technical University of Denmark), Jocelyne Jacquemier(Hanyang University), Valerie Jakrot(The University of Sydney), Nigel B. Jamieson(Glasgow Royal Infirmary), Gun Ho Jang(Ontario Institute for Cancer Research), Se Jin Jang(Asan Medical Center), Joy C. Jayaseelan(Baylor College of Medicine), Reyka G. Jayasinghe(James S. McDonnell Foundation), Stuart R. Jefferys(University of North Carolina at Chapel Hill), Karine Jegalian, Jennifer L. Jennings(Ontario Institute for Cancer Research), Seung-Hyup Jeon(Electronics and Telecommunications Research Institute), Lara Jerman(European Molecular Biology Laboratory), Yuan Ji(Chicago Department of Public Health), Wei Jiao(Ontario Institute for Cancer Research), Peter A. Johansson(QIMR Berghofer Medical Research Institute), Amber L. Johns(Garvan Institute of Medical Research), Jeremy Johns(Ontario Institute for Cancer Research), Rory Johnson(University of Bern), Todd A. Johnson(RIKEN Center for Integrative Medical Sciences), Clemency Jolly(The Francis Crick Institute), Yann Joly(McGill University and Génome Québec Innovation Centre), Jón G. Jónasson(Icelandic Cancer Society), Corbin D. Jones(University of North Carolina at Chapel Hill), David Jones(Wellcome Sanger Institute), David Jones(Hopp Children's Cancer Center Heidelberg), Nic Jones(Cancer Research Horizons), Steven J.M. Jones(Canada's Michael Smith Genome Sciences Centre), Jos Jonkers(The Netherlands Cancer Institute), Young Seok Ju(Korea Advanced Institute of Science and Technology), Hartmut Juhl, Jongsun Jung, Malene Juul(Aarhus University Hospital), Randi Istrup Juul(Aarhus University Hospital), Randi Istrup Juul, Natalie Jäger(German Cancer Research Center), Rolf Kabbe(German Cancer Research Center), André Kahles(Memorial Sloan Kettering Cancer Center), Abdullah Kahraman(SIB Swiss Institute of Bioinformatics), Vera B. Kaiser(Institute of Genetics and Cancer), Hojabr Kakavand(The University of Sydney), Sangeetha Kalimuthu(Ontario Institute for Cancer Research), Christof von Kalle(German Cancer Research Center), Koo Jeong Kang(Keimyung University Dongsan Medical Center), Katalin Karászi(University of Oxford), Beth Y. Karlan(Cedars-Sinai Medical Center), Rosa Karlić(University of Zagreb), Dennis Karsch(University Hospital Schleswig-Holstein), Katayoon Kasaian(Canada's Michael Smith Genome Sciences Centre), Karin S. Kassahn(The University of Queensland), Hitoshi Katai(Tokyo National Hospital), Mamoru Kato(National Cancer Centre Japan), Hiroto Katoh(The University of Tokyo), Yoshiiku Kawakami(Hiroshima University), Jonathan D. Kay(University College London), Stephen H. Kazakoff(The University of Queensland), Marat D. Kazanov(Institute for Information Transmission Problems), Maria Keays(European Bioinformatics Institute), Electron Kebebew(George Washington University), Richard Kefford(Melanoma Institute Australia), Manolis Kellis(Broad Institute), James G. Kench(Garvan Institute of Medical Research), Catherine J. Kennedy(The University of Sydney), Jules N. A. Kerssemakers(German Cancer Research Center), David Khoo(Barking, Havering And Redbridge University Hospitals NHS Trust), Vincent Khoo(Royal Marsden NHS Foundation Trust), Narong Khuntikeo, Ekta Khurana(Cornell University), Helena Kilpinen(University College London), Hark Kyun Kim(National Cancer Center), Hyung‐Lae Kim(Ewha Womans University), Hyung-Yong Kim(Hanyang University), Hyunghwan Kim(Electronics and Telecommunications Research Institute), Jaegil Kim(Broad Institute), Jihoon Kim(University of California San Diego), Jong Kim(National Cancer Center), Young-Wook Kim(Sungkyunkwan University), Tari A. King(Dana-Farber Brigham Cancer Center), Wolfgang Hiddemann(Christian-Albrechts-Universität zu Kiel), Kortine Kleinheinz(German Cancer Research Center), Leszek J. Klimczak(National Institute of Environmental Health Sciences), Stian Knappskog(Wellcome Sanger Institute), Michael Kneba(University Hospital Schleswig-Holstein), Bartha Maria Knoppers(McGill University and Génome Québec Innovation Centre), Youngil Koh(Seoul National University Hospital), Jan Komorowski(Uppsala University), Daisuke Komura(The University of Tokyo), Mitsuhiro Komura, Gu Kong(Hanyang University), Marcel Kool(Hopp Children's Cancer Center Heidelberg), Jan O. Korbel(European Bioinformatics Institute), Viktoriya Korchina(Baylor College of Medicine), Andrey Korshunov(German Cancer Research Center), Michael Koscher(German Cancer Research Center), Roelof Koster(National Institutes of Health), Zsofia Kote‐Jarai(Institute of Cancer Research), Antonios Koures(University of California San Diego), Milena Kovacevic(Seven Bridges Genomics (United States)), Bárbara Kremeyer(Wellcome Sanger Institute), Helene Kretzmer(Leipzig University), Markus Kreuz(Leipzig University), Savitri Krishnamurthy(The University of Texas MD Anderson Cancer Center), Dieter Kube(University of Göttingen), Kiran Kumar(Broad Institute), Pardeep Kumar(Royal Marsden NHS Foundation Trust), Sushant Kumar(Yale University), Yogesh Kumar(Hong Kong University of Science and Technology), Ritika Kundra(Memorial Sloan Kettering Cancer Center), Kirsten Kübler(Harvard University), Ralf Küppers(University of Duisburg-Essen), Jesper Lagergren(Karolinska Institutet), Phillip H. Lai(University of Southern California), Peter W. Laird(Van Andel Institute), Sunil R. Lakhani(The University of Queensland), Christopher M. Lalansingh(Ontario Institute for Cancer Research), Emilie Lalonde(Ontario Institute for Cancer Research), Fabien C. Lamaze(Ontario Institute for Cancer Research), Adam Lambert(University of Oxford), Eric S. Lander(Broad Institute), Pablo Landgraf(University of Cologne), Luca Landoni, Anita Langerød(Oslo University Hospital), Andrés Lanzós(University of Bern), Denis Larsimont(Institut Jules Bordet), Erik Larsson(University of Gothenburg), Mark Lathrop(McGill University), Loretta M. S. Lau(Children's Medical Research Institute), Chris Lawerenz(Berlin Institute of Health at Charité - Universitätsmedizin Berlin), Rita T. Lawlor, Michael S. Lawrence(Massachusetts General Hospital), Alexander J. Lazar(The University of Texas MD Anderson Cancer Center), Ana Mijalkovic Lazic(Seven Bridges Genomics (United States)), Xuan Le, Darlene Lee(Canada's Michael Smith Genome Sciences Centre), Donghoon Lee(Yale University), Eunjung Alice Lee(Boston Children's Hospital), Hee Jin Lee(Asan Medical Center), Jake June-Koo Lee(Harvard University), Jeong‐Yeon Lee(Hanyang University), Ju‐Hee Lee(University of California, Santa Cruz), Ming Ta Michael Lee(Institute of Biomedical Sciences, Academia Sinica), Henry Lee-Six(Wellcome Sanger Institute), Kjong-Van Lehmann(Memorial Sloan Kettering Cancer Center), Hans Lehrach(Max Planck Institute for Molecular Genetics), Dido Lenze(Charité - Universitätsmedizin Berlin), Conrad Leonard(The University of Queensland), Daniel Leongamornlert(Institute of Cancer Research), Ignaty Leshchiner(Broad Institute), Louis Létourneau(McGill University and Génome Québec Innovation Centre), Ivica Letunić(Biobyte Solutions (Germany)), Douglas A. Levine(Memorial Sloan Kettering Cancer Center), Lora Lewis(Baylor College of Medicine), Tim Ley(Washington University in St. Louis), David K. Chang(BGI Group (China)), Constance H. Li(Ontario Institute for Cancer Research), Haiyan Irene Li(Canada's Michael Smith Genome Sciences Centre), Jun Li(The University of Texas MD Anderson Cancer Center), Lin Li(Institute of Cancer Research), Shantao Li(Yale University), Siliang Li(BGI Group (China)), Xiaobo Li(BGI Group (China)), Xiaotong Li(Yale University), Xinyue Li(BGI Group (China)), Yilong Li(Wellcome Sanger Institute), Han Liang(Baylor College of Medicine), Sheng‐Ben Liang(Toronto General Hospital), Peter Lichter(German Cancer Research Center), Pei Lin(Broad Institute), Ziao Lin(Broad Institute), W. Marston Linehan(National Institutes of Health), Ole Christian Lingjærde(University of Oslo), Dongbing Liu(BGI Group (China)), Eric Minwei Liu(Cornell University), Fei-Fei Fei Liu(Princess Margaret Cancer Centre), Fenglin Liu(Peking University), Jia Liu(Leidos (United States)), Xingmin Liu(BGI Group (China)), Julie Livingstone(Ontario Institute for Cancer Research), Dimitri Livitz(Broad Institute), Naomi Livni(Royal Marsden NHS Foundation Trust), Lucas Lochovsky(Jackson Laboratory), Markus Loeffler(Leipzig University), Georgina V. Long(The University of Sydney), Armando López‐Guillermo(Consorci Institut D'Investigacions Biomediques August Pi I Sunyer), Shaoke Lou(Yale University), David N. Louis(Massachusetts General Hospital), Laurence Lovat(University College London), Yiling Lu(The University of Texas MD Anderson Cancer Center), Yong‐Jie Lu(Queen Mary University of London), Youyong Lu, Claudio Luchini, Ilinca M. Lungu(Ontario Institute for Cancer Research), Xuemei Luo(Ontario Institute for Cancer Research), Hayley J. Luxton(University College London), Andy G. Lynch(University of Cambridge), Lisa Lype(Institute for Systems Biology), Cristina López(Universität Ulm), Carlos López-Otı́n(Universidad de Oviedo), Z. Eric(Hong Kong University of Science and Technology), Yussanne Ma(Canada's Michael Smith Genome Sciences Centre), Gaëtan MacGrogan(Institut Bergonié), Shona MacRae(University of Cambridge), Geoff Macintyre(University of Cambridge), Tobias Madsen(Aarhus University Hospital), Kazuhiro Maejima(RIKEN Center for Integrative Medical Sciences), Andrea Mafficini, Dennis T. Maglinte(University of Southern California), Arindam Maitra(National Institute of Biomedical Genomics), Partha P. Majumder(National Institute of Biomedical Genomics), Luca Malcovati(University of Pavia), Salem Malikić, Giuseppe Malleo, Graham J. Mann(The University of Sydney), Luisa Mantovani‐Löffler(Orthopädische Praxis), Kathleen Marchal(Ghent University), Giovanni Marchegiani, Elaine R. Mardis(Fox Chase Cancer Center), Adam A. Margolin(Oregon Health & Science University), Maximillian G. Marin(University of California, Santa Cruz), Florian Markowetz(University of Cambridge), Julia Markowski(Max Delbrück Center), Jeffrey R. Marks(Duke University), Tomàs Marquès‐Bonet(Centre for Genomic Regulation), Marco A. Marra(Canada's Michael Smith Genome Sciences Centre), Luke Marsden(University of Oxford), John W.M. Martens(Cancer Genomics Centre), Sancha Martin(Wellcome Sanger Institute), José I. Martín‐Subero(Institució Catalana de Recerca i Estudis Avançats), Iñigo Martincorena(Wellcome Sanger Institute), Alexander Martinez‐Fundichely(Cornell University), Yosef E. Maruvka(Massachusetts General Hospital), R. Jay Mashl(James S. McDonnell Foundation), Charlie E. Massie(University of Cambridge), Thomas J. Matthew(University of California, Santa Cruz), Lucy Matthews(Institute of Cancer Research), Erik Mayer(Royal Marsden NHS Foundation Trust), Simon Mayes(Oxford Nanopore Technologies (United Kingdom)), Michael Mayo(Canada's Michael Smith Genome Sciences Centre), Faridah Mbabaali(Ontario Institute for Cancer Research), Karen McCune(University of California, San Francisco), Ultan McDermott(Wellcome Sanger Institute), Patrick D. McGillivray(Yale University), Michael D. McLellan(Washington University in St. Louis), John D. McPherson(Ontario Institute for Cancer Research), John R. McPherson(Duke-NUS Medical School), Treasa A. McPherson(Mount Sinai Hospital), Samuel R. Meier(Broad Institute), Alice Meng(Princess Margaret Cancer Centre), Shaowu Meng(University of North Carolina at Chapel Hill), Andrew Menzies(Wellcome Sanger Institute), Neil D. Merrett, Sue Merson(Institute of Cancer Research), Matthew Meyerson(Harvard University), William Meyerson(Yale University), Piotr A. Mieczkowski(University of North Carolina at Chapel Hill), George L. Mihaiescu(Ontario Institute for Cancer Research), Sanja Mijalković(Seven Bridges Genomics (United States)), Tom Mikkelsen(Henry Ford Hospital), Michèle Milella, Linda Mileshkin(The University of Melbourne), Christopher A. Miller(James S. McDonnell Foundation), David K. Miller(Garvan Institute of Medical Research), Jessica K. Miller(Ontario Institute for Cancer Research), Gordon B. Mills(Oregon Health & Science University), Ana Milovanovic(Barcelona Supercomputing Center), Sarah Minner(Universität Hamburg), Marco Miotto, Gisela Mir Arnau(The University of Melbourne), Lisa Mirabello(National Institutes of Health), Thomas J. Mitchell(The University of Melbourne), Thomas J. Mitchell(Cambridge University Hospitals NHS Foundation Trust), Satoru Miyano, Naoki Miyoshi, Shinichi Mizuno(Kyushu University), Fruzsina Molnár‐Gábor(Heidelberg Academy of Sciences and Humanities), Malcolm J. Moore(Princess Margaret Cancer Centre), Richard A. Moore(Canada's Michael Smith Genome Sciences Centre), Sandro Morganella(Wellcome Sanger Institute), Quaid Morris(Vector Institute), Quaid Morris(The University of Melbourne), Lisle E. Mose(University of North Carolina at Chapel Hill), Catherine D. Moser(Mayo Clinic in Arizona), Ferran Muiños(Institute for Research in Biomedicine), Loris Mularoni(Institute for Research in Biomedicine), Andrew J. Mungall(Canada's Michael Smith Genome Sciences Centre), Karen Mungall(Canada's Michael Smith Genome Sciences Centre), Elizabeth A. Musgrove(University of Glasgow), Ville Mustonen(University of Helsinki), David G. Mutch(Washington University in St. Louis), Francesc Muyas(Centre for Genomic Regulation), Donna M. Muzny(Baylor College of Medicine), Alfonso Muñoz(European Bioinformatics Institute), Jerome Myers(Penrose-St. Francis Health Services), Ola Myklebost(University of Bergen), Peter Möller(University Hospital Ulm), Genta Nagae(The University of Tokyo), Adnan Nagrial(Garvan Institute of Medical Research), Hardeep K. Nahal-Bose(Ontario Institute for Cancer Research), Hitoshi Nakagama, Hidewaki Nakagawa(RIKEN Center for Integrative Medical Sciences), Hiromi Nakamura, Toru Nakamura(Hokkaido University), Kaoru Nakano(RIKEN Center for Integrative Medical Sciences), Tannistha Nandi(Genome Institute of Singapore), Jyoti Nangalia(Wellcome Sanger Institute), Mia Nastic(Seven Bridges Genomics (United States)), Arcadi Navarro(Centre for Genomic Regulation), Fábio C. P. Navarro(Yale University), David E. Neal(University of Cambridge), Gerd Nettekoven(German Cancer Aid), Felicity Newell(The University of Queensland), Steven Newhouse(European Bioinformatics Institute), Yulia Newton(University of California, Santa Cruz), Alvin Wei Tian Ng(Duke-NUS Medical School), Chi‐Fai Ng(Chinese University of Hong Kong), Jonathan Nicholson(Wellcome Sanger Institute), David Nicol(Royal Marsden NHS Foundation Trust), Yongzhan Nie(Xijing Hospital), G. Petur Nielsen(Massachusetts General Hospital), Morten Muhlig Nielsen(Aarhus University Hospital), Serena Nik‐Zainal(University of Cambridge), Michael S. Noble(Broad Institute), Kátia Nones(The University of Queensland), Paul A. Northcott(St. Jude Children's Research Hospital), Faiyaz Notta(Ontario Institute for Cancer Research), Brian D. O’Connor(Ontario Institute for Cancer Research), Peter H. O’Donnell(University of Chicago), Maria O’Donovan(University of Cambridge), Sarah O’Meara(Wellcome Sanger Institute), Brian Patrick O’Neill(Mayo Clinic in Arizona), J. Robert O’Neill(Cambridge University Hospitals NHS Foundation Trust), David Ocaña(European Bioinformatics Institute), Angelica Ochoa(Memorial Sloan Kettering Cancer Center), Layla Oesper(Carleton College), Christopher Ogden(Royal Marsden NHS Foundation Trust), Hideki Ohdan(Hiroshima University), Kazuhiro Ohi, Lucila Ohno‐Machado(University of California San Diego), Karin A. Oien(The University of Melbourne), Akinyemi I. Ojesina(University of Alabama at Birmingham), Hidenori Ojima(Keio University), Takuji Okusaka, Larsson Omberg(Sage Bionetworks), Choon Kiat Ong(National Cancer Centre Singapore), Stephan Ossowski(Centre for Genomic Regulation), German Ott(Robert Bosch Hospital), B. F. Francis Ouellette(Ontario Institute for Cancer Research), Christine P’ng(Ontario Institute for Cancer Research), Marta Paczkowska(Ontario Institute for Cancer Research), Salvatore Paiella, Chawalit Pairojkul(The University of Melbourne), Marina Pajic(Garvan Institute of Medical Research), Qiang Pan‐Hammarström(BGI Group (China)), Elli Papaemmanuil(Wellcome Sanger Institute), Irene Papatheodorou(European Bioinformatics Institute), Nagarajan Paramasivam(German Cancer Research Center), Ji Wan Park(Hallym University), Joong‐Won Park(National Cancer Center), Keunchil Park(Samsung Medical Center), Kiejung Park(Sangmyung University), Peter J. Park(Harvard University), Joel S. Parker(University of North Carolina at Chapel Hill), Simon L. Parsons(Nottingham University Hospitals NHS Trust), Harvey I. Pass(NYU Langone Health), Danielle Pasternack(Ontario Institute for Cancer Research), Alessandro Pastore(Memorial Sloan Kettering Cancer Center), Ann‐Marie Patch(The University of Queensland), Iris Pauporté(Institut National du Cancer), Antonio Pea, John V. Pearson(The University of Queensland), Chandra Sekhar Pedamallu(Harvard University), Jakob Skou Pedersen(Aarhus University Hospital), Paolo Pederzoli, Martin Peifer(University of Cologne), Nathan A. Pennell(Cleveland Clinic), Charles M. Perou(University of North Carolina at Chapel Hill), Marc D. Perry(Ontario Institute for Cancer Research), Gloria M. Petersen(Mayo Clinic in Florida), Myron Peto(Oregon Health & Science University), Nicholas J. Petrelli(Christiana Care Health System), Robert Petryszak(European Bioinformatics Institute), Stefan M. Pfister(Hopp Children's Cancer Center Heidelberg), Mark Phillips(McGill University and Génome Québec Innovation Centre), Oriol Pich(Institute for Research in Biomedicine), Hilda A. Pickett(Children's Medical Research Institute), Todd Pihl(SRA International (United States)), Nischalan Pillay(London Cancer), Sarah Pinder(Guy's Hospital), Mark Pinese(Garvan Institute of Medical Research), Andreia V. Pinho(Macquarie University), Esa Pitkänen(European Molecular Biology Laboratory), Xavier Pivot(Inserm), Elena Piñeiro-Yáñez(Spanish National Cancer Research Centre), Laura Planko(German Cancer Aid), Christoph Plass(German Cancer Research Center), Paz Polak(Harvard University), Tirso Pons(Spanish National Cancer Research Centre), Irinel Popescu(Institutul Clinic Fundeni), Olga Potapova, Aparna Prasad(Universitat Pompeu Fabra), Shaun R. Preston(Royal Surrey County Hospital), Manuel Prinz(German Cancer Research Center), Antonia L. Pritchard(QIMR Berghofer Medical Research Institute), Stephenie D. Prokopec(Ontario Institute for Cancer Research), Elena Provenzano(Cambridge University Hospitals NHS Foundation Trust), Xosé S. Puente(Universidad de Oviedo), Sonia Puig(University of North Carolina at Chapel Hill), Montserrat Puiggròs(Barcelona Supercomputing Center), Sergio Pulido-Tamayo(Ghent University), Gulietta M. Pupo(The University of Sydney), Colin A. Purdie(Ninewells Hospital), Michael C. Quinn(The University of Queensland), Raquel Rabionet(Centre for Genomic Regulation), Janet S. Rader(Medical College of Wisconsin), Bernhard Radlwimmer(German Cancer Research Center), Petar Radovic(Seven Bridges Genomics (United States)), Benjamin Raeder(European Molecular Biology Laboratory), Keiran Raine(Wellcome Sanger Institute), Manasa Ramakrishna(Wellcome Sanger Institute), Kamna Ramakrishnan(Wellcome Sanger Institute), Suresh S. Ramalingam(Emory University), Benjamin J. Raphael(Princeton University), W. Kimryn Rathmell(Vanderbilt University), Tobias Rausch(European Molecular Biology Laboratory), Guido Reifenberger(Heinrich Heine University Düsseldorf), Jüri Reimand(University of Toronto), Jorge S. Reis‐Filho(Memorial Sloan Kettering Cancer Center), Victor Reuter(Memorial Sloan Kettering Cancer Center), Iker Reyes-Salazar(Institute for Research in Biomedicine), Matthew A. Reyna(Princeton University), Sheila M. Reynolds(Institute for Systems Biology), Esther Rheinbay(Massachusetts General Hospital), Yasser Riazalhosseini(McGill University), Andrea L. Richardson(Dana-Farber Cancer Institute), Julia Richter(Christian-Albrechts-Universität zu Kiel), Matthew D. Ringel(The Ohio State University Comprehensive Cancer Center – Arthur G. James Cancer Hospital and Richard J. Solove Research Institute), Markus Ringnér(Lund University), Yasushi Rino(Yokohama City University), Karsten Rippe(German Cancer Research Center), Jeffrey Roach(University of North Carolina at Chapel Hill), Lewis R. Roberts(Mayo Clinic in Arizona), Nicola D. Roberts(Wellcome Sanger Institute), Steven A. Roberts(Washington State University), A. Gordon Robertson(Canada's Michael Smith Genome Sciences Centre), Alan J. Robertson(The University of Queensland), Javier Bartolomé Rodriguez(Barcelona Supercomputing Center), Bernardo Rodríguez–Martín(Universidade de Vigo), F. Germán Rodríguez-González(Cancer Genomics Centre), Michael H. A. Roehrl(Toronto General Hospital), Marius Rohde(Universitätsklinikum Gießen und Marburg), Hirofumi Rokutan(National Cancer Centre Japan), Gilles Romieu(Institut de Recherche en Cancérologie de Montpellier), Ilse Rooman(Garvan Institute of Medical Research), Tom Roques(Norfolk and Norwich University Hospital), Daniel Rosebrock(Broad Institute), Mara Rosenberg(Massachusetts General Hospital), Philip Rosenstiel, Andreas Rosenwald(University of Würzburg), Edward Rowe(Royal Marsden NHS Foundation Trust), Romina Royo(Barcelona Supercomputing Center), Steve Rozen(Duke-NUS Medical School), Yulia Rubanova(Vector Institute), Mark A. Rubin(University of Bern), Carlota Rubio-Pérez(Institute for Research in Biomedicine), Vasilisa A. Rudneva(European Molecular Biology Laboratory), Borislav C. Rusev, Andrea Ruzzenente, Gunnar Rätsch(Memorial Sloan Kettering Cancer Center), Radhakrishnan Sabarinathan(Institute for Research in Biomedicine), Veronica Y. Sabelnykova(Ontario Institute for Cancer Research), Sara Sadeghi(Canada's Michael Smith Genome Sciences Centre), S. Cenk Şahinalp, Natalie Saini(National Institute of Environmental Health Sciences), Mihoko Saito-Adachi(National Cancer Centre Japan), Gordon Saksena(Broad Institute), Adriana Salcedo(Ontario Institute for Cancer Research), Roberto Salgado(GZA Ziekenhuizen Campus Sint-Augustinus), Leonidas Salichos(Yale University), Richard Sallari(Broad Institute), Charles Saller(Analytical Biological Services (United States)), Roberto Salvia, Michelle Sam(Ontario Institute for Cancer Research), Jaswinder S. Samra, Francisco Sánchez-Vega(Memorial Sloan Kettering Cancer Center), Chris Sander(Memorial Sloan Kettering Cancer Center), Grant Sanders(University of North Carolina at Chapel Hill), Rajiv Sarin(Tata Memorial Hospital), Iman Sarrafi, Aya Sasaki-Oku(RIKEN Center for Integrative Medical Sciences), Torill Sauer(University of Oslo), Guido Sauter(Universität Hamburg), Robyn P.M. Saw(The University of Sydney), Maria Scardoni, Christopher J. Scarlett(Garvan Institute of Medical Research), Aldo Scarpa, Ghislaine Scélo(Centre international de recherche sur le cancer), Dirk Schadendorf(German Cancer Research Center), Jacqueline E. Schein(Canada's Michael Smith Genome Sciences Centre), Markus B. Schilhabel, Matthias Schlesner(German Cancer Research Center), Thorsten Schlomm(Charité - Universitätsmedizin Berlin), Heather K. Schmidt(James S. McDonnell Foundation), Sarah‐Jane Schramm(The University of Sydney), Stefan Schreiber(Christian-Albrechts-Universität zu Kiel), Nikolaus Schultz(Memorial Sloan Kettering Cancer Center), Steven E. Schumacher(Dana-Farber Cancer Institute), Roland F. Schwarz(Max Delbrück Center), Richard A. Scolyer(The University of Sydney), David J. Scott(Cancer Research Horizons), Ralph Scully(Beth Israel Deaconess Medical Center), Raja S. Seethala(University of Pittsburgh), Ayellet V. Segrè(Broad Institute), Iris Selander(Mount Sinai Hospital), Colin A. Semple(Institute of Genetics and Cancer), Yasin Şenbabaoğlu(Memorial Sloan Kettering Cancer Center), Subhajit Sengupta(NorthShore University HealthSystem), Elisabetta Sereni, Stefano Serra(University of Toronto), Dennis C. Sgroi(Massachusetts General Hospital), Mark Shackleton(The University of Melbourne), Nimish Shah(Cambridge University Hospitals NHS Foundation Trust), Sagedeh Shahabi(Toronto General Hospital), Catherine A. Shang(Bioplatforms Australia), Ping Shang(The University of Sydney), Ofer Shapira(Dana-Farber Cancer Institute), Troy Shelton(International Genomics Consortium), Ciyue Shen(Harvard University), Hui Shen(Van Andel Institute), Rebecca Shepherd(Wellcome Sanger Institute), Ruian Shi(University of Toronto), Yan Shi(University of North Carolina at Chapel Hill), Yu-Jia Shiah(Ontario Institute for Cancer Research), Tatsuhiro Shibata, Juliann Shih(Dana-Farber Cancer Institute), Eigo Shimizu, Kiyo Shimizu(Japan Agency for Medical Research and Development), Seung Jun Shin(Korea University), Yuichi Shiraishi, Tal Shmaya, Ilya Shmulevich(Institute for Systems Biology), Solomon I. Shorser(Ontario Institute for Cancer Research), Charles Short(European Bioinformatics Institute), Raunak Shrestha, Suyash Shringarpure(Stanford University), Craig D. Shriver(Walter Reed National Military Medical Center), Shimin Shuai(University of Toronto), Nikos Sidiropoulos(University of Copenhagen), Reiner Siebert(Christian-Albrechts-Universität zu Kiel), Anieta M. Sieuwerts(Cancer Genomics Centre), Lina Sieverling(Heidelberg University), Sabina Signoretti(Brigham and Women's Hospital), Katarzyna Sikora, Michele Simbolo, Ronald Simon(Universität Hamburg), Janae V. Simons(University of North Carolina at Chapel Hill), Jared T. Simpson(University of Toronto), Peter T. Simpson(The University of Queensland), Samuel Singer(Memorial Sloan Kettering Cancer Center), Nasa Sinnott-Armstrong(Stanford University), Payal Sipahimalani(Canada's Michael Smith Genome Sciences Centre), Tara Skelly(University of North Carolina at Chapel Hill), Marcel Smid(Cancer Genomics Centre), Jaclyn Smith(Oregon Health & Science University), Karen Smith‐McCune(University of California, San Francisco), Nicholas D. Socci(Memorial Sloan Kettering Cancer Center), Heidi J. Sofia(National Institutes of Health), Matthew G. Soloway(University of North Carolina at Chapel Hill), Lei Song(National Institutes of Health), Anil K. Sood(The University of Texas MD Anderson Cancer Center), Sharmila Sothi(University Hospitals Coventry and Warwickshire NHS Trust), Christos Sotiriou(University of California San Diego), Cameron M. Soulette(University of California, Santa Cruz), Paul N. Span(Radboud University Nijmegen), Paul T. Spellman(Oregon Health & Science University), Nicola Sperandio, Andrew J. Spillane(The University of Sydney), Oliver Spiro(Broad Institute), Jonathan Spring(University of Chicago), Johan Staaf(Lund University), Peter F. Stadler(Leipzig University), Peter Staib(Sankt-Antonius-Hospital Eschweiler), Stefan G. Stark(SIB Swiss Institute of Bioinformatics), Lucy Stebbings(Wellcome Sanger Institute), Ólafur Andri Stefánsson(University of Iceland), Oliver Stegle(European Molecular Biology Laboratory), Lincoln Stein(University of Toronto), Alasdair Stenhouse(Ninewells Hospital), Chip Stewart(Broad Institute), Stephan Stilgenbauer(Universität Ulm), Miranda D. Stobbe(Universitat Pompeu Fabra), Michael R. Stratton(Wellcome Sanger Institute), Jonathan R. Stretch(The University of Sydney), Adam J. Struck(Oregon Health & Science University), Joshua M. Stuart(University of California, Santa Cruz), Henk G. Stunnenberg(China National GeneBank), Hong Su(BGI Group (China)), Xiaoping Su(The University of Texas MD Anderson Cancer Center), Ren Sun(Ontario Institute for Cancer Research), Stéphanie Sungalee(European Molecular Biology Laboratory), Hana Sušak(Centre for Genomic Regulation), Akihiro Suzuki(Yokohama City University), Fred C.G.J. Sweep(Radboud University Nijmegen), Monika Szczepanowski(Christian-Albrechts-Universität zu Kiel), Holger Sültmann(National Center for Tumor Diseases), Takashi Yugawa(Japan Agency for Medical Research and Development), Angela Tam(Canada's Michael Smith Genome Sciences Centre), David Tamborero(Institute for Research in Biomedicine), Benita Kiat Tee Tan(Singapore General Hospital), Donghui Tan(University of North Carolina at Chapel Hill), Patrick Tan(Duke-NUS Medical School), Hiroko Tanaka, Hirokazu Taniguchi, Tomas Tanskanen(University of Helsinki), Maxime Tarabichi(The Francis Crick Institute), Roy Tarnuzzer(National Institutes of Health), Patrick Tarpey(Cambridge University Hospitals NHS Foundation Trust), Morgan L. Taschuk(Ontario Institute for Cancer Research), Kenji Tatsuno(The University of Tokyo), Simon Tavaré(University of Cambridge), Darrin F. Taylor(The University of Queensland), Amaro Taylor‐Weiner(Broad Institute), Jon W. Teague(Wellcome Sanger Institute), Bin Tean Teh(Duke-NUS Medical School), Varsha Tembe(The University of Sydney), Javier Temes(Universidade de Santiago de Compostela), Kevin Thai(Ontario Institute for Cancer Research), Sarah P. Thayer(University of Nebraska Medical Center), Nina Thiessen(Canada's Michael Smith Genome Sciences Centre), Gilles Thomas(Centre Léon Bérard), Sarah Thomas(Royal Marsden NHS Foundation Trust), Alan Thompson(Royal Marsden NHS Foundation Trust), Alastair M. Thompson(Ninewells Hospital), John F. Thompson(The University of Sydney), R. Houston Thompson(Mayo Clinic in Arizona), Heather Thorne(The University of Melbourne), Leigh B. Thorne(University of North Carolina at Chapel Hill), Adrian Thorogood(McGill University and Génome Québec Innovation Centre), Grace Tiao(Broad Institute), Nebojša Tijanić(Seven Bridges Genomics (United States)), Lee E. Timms(Ontario Institute for Cancer Research), Roberto Tirabosco(Royal National Orthopaedic Hospital), Marta Tojo(Universidade de Vigo), Stefania Tommasi(Istituto Tumori Bari), Christopher W. Toon(Garvan Institute of Medical Research), Umut H. Toprak(Heidelberg University), David Torrents(Institució Catalana de Recerca i Estudis Avançats), Giampaolo Tortora(Agostino Gemelli University Polyclinic), Jörg Tost(Commissariat à l'Énergie Atomique et aux Énergies Alternatives), Yasushi Totoki, David Townend(Maastricht University), Nadia Traficante(The University of Melbourne), Isabelle Treilleux(Centre Léon Bérard), Jean-Rémi Trotta(Centre for Genomic Regulation), Lorenz Trümper(University of Göttingen), Ming‐Sound Tsao(University Health Network), Tatsuhiko Tsunoda(RIKEN Center for Integrative Medical Sciences), José M. C. Tubío(Wellcome Sanger Institute), Olga Tucker(University Hospitals Birmingham NHS Foundation Trust), Richard Turkington(Queen's University Belfast), Daniel J. Turner(Oxford Nanopore Technologies (United Kingdom)), Andrew Tutt(Dana-Farber Cancer Institute), Masaki Ueno(Wakayama Medical University), Naoto T. Ueno(The University of Texas MD Anderson Cancer Center), Christopher B. Umbricht(Johns Hopkins University), Husen M. Umer(Uppsala University), Tim Underwood(University of Southampton), Lara Urban(European Molecular Biology Laboratory), Tomoko Urushidate, Tetsuo Ushiku(The University of Tokyo), Liis Uusküla-Reimand(Tallinn University of Technology), Alfonso Valencia(Institució Catalana de Recerca i Estudis Avançats), David Van Den Berg(University of Southern California), Steven Van Laere(University of Antwerp), Peter Van Loo(KU Leuven), Erwin G. Van Meir(Emory University), Gert G. Van den Eynden(University of Antwerp), Theodorus van der Kwast(University Health Network), Naveen Vasudev(University of Leeds), Miguél Vázquez(Norwegian University of Science and Technology), Ravikiran Vedururu(The University of Melbourne), Umadevi Veluvolu(University of North Carolina at Chapel Hill), Shankar Vembu(University of Toronto), Chao Li(Ghent University), Peter Vermeulen(University of Antwerp), Clare Verrill(University of Oxford), Alain Viari, David Vicente(Barcelona Supercomputing Center), Caterina Vicentini, K VijayRaghavan(Government of India), Juris Vīksna(University of Latvia), Ricardo E. Vilain(The University of Sydney), Izar Villasante(Barcelona Supercomputing Center), Anne Vincent‐Salomon(Inserm), Tapio Visakorpi(Tampere University Hospital), Douglas Voet(Broad Institute), Paresh Vyas(QIMR Berghofer Medical Research Institute), Ignacio Vázquez-Garćıa(University of Cambridge), Nick M. Waddell(The University of Queensland), Nicola Waddell(QIMR Berghofer Medical Research Institute), Claes Wadelius(Uppsala University), Lina Wadi(Ontario Institute for Cancer Research), Rabea Wagener(Universität Ulm), Jeremiah A. Wala(Harvard University), Jian Wang(BGI Group (China)), Jiayin Wang(Xi'an Jiaotong University), Linghua Wang(Baylor College of Medicine), Qi Wang(German Cancer Research Center), Wenyi Wang(The University of Texas MD Anderson Cancer Center), Yumeng Wang(Baylor College of Medicine), Zhining Wang(National Institutes of Health), Paul Waring(The University of Melbourne), Hans-Jörg Warnatz(Max Planck Institute for Molecular Genetics), Jonathan Warrell(Yale University), Anne Y. Warren(Cambridge University Hospitals NHS Foundation Trust), Sebastian M. Waszak(European Molecular Biology Laboratory), David C. Wedge(University of Oxford), Dieter Weichenhan(German Cancer Research Center), Paul Weinberger(Augusta University), John N. Weinstein(The University of Texas MD Anderson Cancer Center), Joachim Weischenfeldt(European Molecular Biology Laboratory), Daniel J. Weisenberger(University of Southern California), Ian Welch(Wythenshawe Hospital), Michael C. Wendl(Washington University in St. Louis), Johannes Werner(German Cancer Research Center), Justin P. Whalley(Centre for Human Genetics), David A. Wheeler(Baylor College of Medicine), Hayley C. Whitaker(University College London), Dennis A. Wigle(Mayo Clinic in Arizona), Matthew D. Wilkerson(University of North Carolina at Chapel Hill), Ashley Williams(University of California San Diego), James S. Wilmott(The University of Sydney), Gavin W. Wilson(Ontario Institute for Cancer Research), Julie M. Wilson(Ontario Institute for Cancer Research), Richard K. Wilson(Nationwide Children's Hospital), Boris Winterhoff(Mayo Clinic in Arizona), Jeffrey A. Wintersinger(University of Toronto), Maciej Wiznerowicz(International Institute for Molecular Oncology), Stephan Wolf(German Cancer Research Center), Bernice H. Wong(National Cancer Centre Singapore), Tina Wong(James S. McDonnell Foundation), Winghing Wong(Washington University in St. Louis), Youngchoon Woo(Electronics and Telecommunications Research Institute), Scott Wood(QIMR Berghofer Medical Research Institute), Bradly G. Wouters(University of Toronto), A. Jordan Wright(Ontario Institute for Cancer Research), Derek Wright(MRC University of Glasgow Centre for Virus Research), Mark H. Wright(Stanford University), Chin‐Lee Wu(Massachusetts General Hospital), Dai‐Ying Wu, Guanming Wu(Oregon Health & Science University), Jianmin Wu(Garvan Institute of Medical Research), Kui Wu(BGI Group (China)), Yang Wu(Duke-NUS Medical School), Zhenggang Wu(Hong Kong University of Science and Technology), Xi Liu(BGI Group (China)), Tian Xia(Huazhong University of Science and Technology), Qian Xiang(Ontario Institute for Cancer Research), Xiao Xiao(BGI Group (China)), Rui Xing(Peking University), Heng Xiong(BGI Group (China)), Qinying Xu(QIMR Berghofer Medical Research Institute), Yanxun Xu(Johns Hopkins University), Hong Xue(Hong Kong University of Science and Technology), Shinichi Yachida(The University of Osaka), Sergei Yakneen(European Molecular Biology Laboratory), Rui Yamaguchi, Takafumi N. Yamaguchi(Ontario Institute for Cancer Research), Masakazu Yamamoto(Tokyo Women's Medical University), Shogo Yamamoto(The University of Tokyo), Hiroki Yamaue(Wakayama Medical University), Fan Yang(University of Toronto), Huanming Yang(BGI Group (China)), Jean Yang(The University of Sydney), Liming Yang(National Institutes of Health), Lixing Yang(University of Chicago), Shanlin Yang(Hefei University of Technology), Tsun-Po Yang(University of Cologne), Yang Yang(BGI Group (China)), Xiaotong Yao(New York Genome Center), Marie‐Laure Yaspo(Max Planck Institute for Molecular Genetics), Lucy Yates(Wellcome Sanger Institute), Christina Yau(Buck Institute for Research on Aging), Chen Ye(BGI Group (China)), Kai Ye(Xi'an Jiaotong University), Venkata Yellapantula(Washington University in St. Louis), Christopher J. Yoon(Korea Advanced Institute of Science and Technology), Sung-Soo Yoon(Seoul National University Hospital), Fouad Yousif(Ontario Institute for Cancer Research), Jun Yu(Chinese University of Hong Kong), Kaixian Yu(The University of Texas MD Anderson Cancer Center), Willie Yu(Duke-NUS Medical School), Yingyan Yu(Ruijin Hospital), Ke Yuan(University of Glasgow), Yuan Yuan(Chicago Department of Public Health), Denis Yuen(Ontario Institute for Cancer Research), Christina K. Yung(Ontario Institute for Cancer Research), Olga Zaikova(Oslo University Hospital), Jorge Zamora(Universidade de Vigo), Marc Zapatka(German Cancer Research Center), Jean C. Zenklusen(National Institutes of Health), Thorsten Zenz(National Center for Tumor Diseases), Nikolajs Zeps(Eastern Health), Cheng‐Zhong Zhang(Harvard University), Fan Zhang(Peking University), Hailei Zhang(Broad Institute), Hongwei Zhang(Second Military Medical University), Hongxin Zhang(Memorial Sloan Kettering Cancer Center), Jiashan Zhang(National Institutes of Health), Jing Zhang(Yale University), Junjun Zhang(Ontario Institute for Cancer Research), Xiuqing Zhang(BGI Group (China)), Xuanping Zhang(The University of Texas Health Science Center at Houston), Yan Zhang(Yale University), Zemin Zhang(Peking University), Zhongming Zhao(University of Houston), Liangtao Zheng(Peking University), Xiuqing Zheng(Peking University), Wanding Zhou(Van Andel Institute), Yong Zhou(BGI Group (China)), Bin Zhu(National Institutes of Health), Hongtu Zhu(The University of Texas MD Anderson Cancer Center), Jingchun Zhu(University of California, Santa Cruz), Shida Zhu(BGI Group (China)), Lihua Zou(Northwestern University), Xueqing Zou(Wellcome Sanger Institute), Anna DeFazio(Westmead Hospital), Nicholas van As(Royal Marsden NHS Foundation Trust), Carolien H. M. van Deurzen(Erasmus MC), Marc J. van de Vijver(The University of Melbourne), Laura van’t Veer(The Netherlands Cancer Institute), Christian von Mering(University of Zurich)
Nature Communications
February 5, 2020
Cited by 142Open Access
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Abstract

Many primary tumours have low levels of molecular oxygen (hypoxia), and hypoxic tumours respond poorly to therapy. Pan-cancer molecular hallmarks of tumour hypoxia remain poorly understood, with limited comprehension of its associations with specific mutational processes, non-coding driver genes and evolutionary features. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2658 cancers across 38 tumour types, we quantify hypoxia in 1188 tumours spanning 27 cancer types. Elevated hypoxia associates with increased mutational load across cancer types, irrespective of underlying mutational class. The proportion of mutations attributed to several mutational signatures of unknown aetiology directly associates with the level of hypoxia, suggesting underlying mutational processes for these signatures. At the gene level, driver mutations in TP53, MYC and PTEN are enriched in hypoxic tumours, and mutations in PTEN interact with hypoxia to direct tumour evolutionary trajectories. Overall, hypoxia plays a critical role in shaping the genomic and evolutionary landscapes of cancer.


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