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Jacobs KB, Yeager M, Zhou W, Wacholder S, Wang Z, Rodriguez-Santiago B, Hutchinson A, Deng X, Liu C, Horner MJ, Cullen M, Epstein CG, Burdett L, Dean MC, Chatterjee N, Sampson J, Chung CC, Kovaks J, Gapstur SM, Stevens VL, Teras LT, Gaudet MM, Albanes D, Weinstein SJ, Virtamo J, Taylor PR, Freedman ND, Abnet CC, Goldstein AM, Hu N, Yu K, Yuan JM, Liao L, Ding T, Qiao YL, Gao YT, Koh WP, Xiang YB, Tang ZZ, Fan JH, Aldrich MC, Amos C, Blot WJ, Bock CH, Gillanders EM, Harris CC, Haiman CA, Henderson BE, Kolonel LN, Le Marchand L, McNeill LH, Rybicki BA, Schwartz AG, Signorello LB, Spitz MR, Wiencke JK, Wrensch M, Wu X, Zanetti KA, Ziegler RG, Figueroa JD, Garcia-Closas M, Malats N, Marenne G, Prokunina-Olsson L, Baris D, Schwenn M, Johnson A, Landi MT, Goldin L, Consonni D, Bertazzi PA, Rotunno M, Rajaraman P, Andersson U, Freeman LEB, Berg CD, Buring JE, Butler MA, Carreon T, Feychting M, Ahlbom A, Gaziano JM, Giles GG, Hallmans G, Hankinson SE, Hartge P, Henriksson R, Inskip PD, Johansen C, Landgren A, McKean-Cowdin R, Michaud DS, Melin BS, Peters U, Ruder AM, Sesso HD, Severi G, Shu XO, Visvanathan K, White E, Wolk A, Zeleniuch-Jacquotte A, Zheng W, Silverman DT, Kogevinas M, Gonzalez JR, Villa O, Li D, Duell EJ, Risch HA, Olson SH, Kooperberg C, Wolpin BM, Jiao L, Hassan M, Wheeler W, Arslan AA, Bas Bueno-de-Mesquita H, Fuchs CS, Gallinger S, Gross MD, Holly EA, Klein AP, LaCroix A, Mandelson MT, Petersen G, Boutron-Ruault MC, Bracci PM, Canzian F, Chang K, Cotterchio M, Giovannucci EL, Goggins M, Bolton JAH, Jenab M, Khaw KT, Krogh V, Kurtz RC, McWilliams RR, Mendelsohn JB, Rabe KG, Riboli E, Tjønneland A, Tobias GS, Trichopoulos D, Elena JW, Yu H, Amundadottir L, Stolzenberg-Solomon RZ, Kraft P, Schumacher F, Stram D, Savage SA, Mirabello L, Andrulis IL, Wunder JS, García AP, Sierrasesúmaga L, Barkauskas DA, Gorlick RG, Purdue M, Chow WH, Moore LE, Schwartz KL, Davis FG, Hsing AW, Berndt SI, Black A, Wentzensen N, Brinton LA, Lissowska J, Peplonska B, McGlynn KA, Cook MB, Graubard BI, Kratz CP, Greene MH, Erickson RL, Hunter DJ, Thomas G, Hoover RN, Real FX, Fraumeni JF, Caporaso NE, Tucker M, Rothman N, Pérez-Jurado LA, Chanock SJ. Detectable clonal mosaicism and its relationship to aging and cancer. Nat Genet 2012; 44:651-8. [PMID: 22561519 PMCID: PMC3372921 DOI: 10.1038/ng.2270] [Citation(s) in RCA: 454] [Impact Index Per Article: 34.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2011] [Accepted: 04/09/2012] [Indexed: 12/14/2022]
Abstract
In an analysis of 31,717 cancer cases and 26,136 cancer-free controls from 13 genome-wide association studies, we observed large chromosomal abnormalities in a subset of clones in DNA obtained from blood or buccal samples. We observed mosaic abnormalities, either aneuploidy or copy-neutral loss of heterozygosity, of >2 Mb in size in autosomes of 517 individuals (0.89%), with abnormal cell proportions of between 7% and 95%. In cancer-free individuals, frequency increased with age, from 0.23% under 50 years to 1.91% between 75 and 79 years (P = 4.8 × 10(-8)). Mosaic abnormalities were more frequent in individuals with solid tumors (0.97% versus 0.74% in cancer-free individuals; odds ratio (OR) = 1.25; P = 0.016), with stronger association with cases who had DNA collected before diagnosis or treatment (OR = 1.45; P = 0.0005). Detectable mosaicism was also more common in individuals for whom DNA was collected at least 1 year before diagnosis with leukemia compared to cancer-free individuals (OR = 35.4; P = 3.8 × 10(-11)). These findings underscore the time-dependent nature of somatic events in the etiology of cancer and potentially other late-onset diseases.
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Affiliation(s)
- Kevin B Jacobs
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Core Genotyping Facility, SAIC-Frederick, Inc., NCI-Frederick, Frederick, Maryland, USA
| | - Meredith Yeager
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Core Genotyping Facility, SAIC-Frederick, Inc., NCI-Frederick, Frederick, Maryland, USA
| | - Weiyin Zhou
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Core Genotyping Facility, SAIC-Frederick, Inc., NCI-Frederick, Frederick, Maryland, USA
| | - Sholom Wacholder
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Zhaoming Wang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Core Genotyping Facility, SAIC-Frederick, Inc., NCI-Frederick, Frederick, Maryland, USA
| | - Benjamin Rodriguez-Santiago
- Departament de Ciències Experimentals i de la Salut, Universitat Pompeu Fabra, E-08003 Barcelona, Spain
- Quantitative Genomic Medicine Laboratory, qGenomics, E-08003 Barcelona, Spain
| | - Amy Hutchinson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Core Genotyping Facility, SAIC-Frederick, Inc., NCI-Frederick, Frederick, Maryland, USA
| | - Xiang Deng
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Core Genotyping Facility, SAIC-Frederick, Inc., NCI-Frederick, Frederick, Maryland, USA
| | - Chenwei Liu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Core Genotyping Facility, SAIC-Frederick, Inc., NCI-Frederick, Frederick, Maryland, USA
| | - Marie-Josephe Horner
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Michael Cullen
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Core Genotyping Facility, SAIC-Frederick, Inc., NCI-Frederick, Frederick, Maryland, USA
| | - Caroline G Epstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Laurie Burdett
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Core Genotyping Facility, SAIC-Frederick, Inc., NCI-Frederick, Frederick, Maryland, USA
| | - Michael C Dean
- Laboratory of Experimental Immunology, Center for Cancer Research, NCI- Frederick, Frederick, MD, USA
| | - Nilanjan Chatterjee
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Joshua Sampson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Charles C Chung
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Joseph Kovaks
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Susan M Gapstur
- Epidemiology Research Program, American Cancer Society, Atlanta, Georgia, USA
| | - Victoria L Stevens
- Epidemiology Research Program, American Cancer Society, Atlanta, Georgia, USA
| | - Lauren T Teras
- Epidemiology Research Program, American Cancer Society, Atlanta, Georgia, USA
| | - Mia M Gaudet
- Epidemiology Research Program, American Cancer Society, Atlanta, Georgia, USA
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Stephanie J Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Jarmo Virtamo
- Department of Chronic Disease Prevention, National Institute for Health and Welfare, Helsinki, Finland
| | - Philip R Taylor
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Christian C Abnet
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Alisa M Goldstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Nan Hu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Kai Yu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Jian-Min Yuan
- Department of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
- University of Pittsburgh Cancer Institute, Pittsburgh, PA, USA
| | - Linda Liao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Ti Ding
- Shanxi Cancer Hospital, Taiyuan, Shanxi, People’s Republic of China
| | - You-Lin Qiao
- Department of Epidemiology, Cancer Institute (Hospital), Chinese Academy of Medical Sciences, Beijing, People’s Republic of China
| | - Yu-Tang Gao
- Shanghai Cancer Institute, Shanghai, People’s Republic of China
| | - Woon-Puay Koh
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Yong-Bing Xiang
- Shanghai Cancer Institute, Shanghai, People’s Republic of China
| | - Ze-Zhong Tang
- Shanxi Cancer Hospital, Taiyuan, Shanxi, People’s Republic of China
| | - Jin-Hu Fan
- Department of Epidemiology, Cancer Institute (Hospital), Chinese Academy of Medical Sciences, Beijing, People’s Republic of China
| | - Melinda C Aldrich
- Department of Thoracic Surgery, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
- Division of Epidemiology in the Department of Medicine, Vanderbilt Epidemiology Center,Nashville, Tennessee,USA
| | - Christopher Amos
- Department of Epidemiology, Division of Cancer Prevention and Population Sciences, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - William J Blot
- Division of Epidemiology in the Department of Medicine, Vanderbilt Epidemiology Center,Nashville, Tennessee,USA
- International Epidemiology Institute, Rockville, Maryland 20850, USA
| | - Cathryn H Bock
- Karmanos Cancer Institute, Wayne State University, Detroit, Michigan, USA
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Elizabeth M Gillanders
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland 20892, USA
| | - Curtis C Harris
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, USA
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California/Norris Comprehensive Cancer Center, Los Angeles, California 90033, USA
| | - Brian E Henderson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California/Norris Comprehensive Cancer Center, Los Angeles, California 90033, USA
| | - Laurence N Kolonel
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii 96813, USA
| | - Loic Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii 96813, USA
| | - Lorna H McNeill
- Department of Health Disparities Research, Division of Office of the Vice-President, Cancer Prevention and Population Sciences, The University of Texas MD Anderson Cancer Center, Houston, Texas , USA
- Center for Community Engaged Translational Research , Duncan Family Institute, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Benjamin A Rybicki
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, Michigan 48202, USA
| | - Ann G Schwartz
- Karmanos Cancer Institute, Wayne State University, Detroit, Michigan, USA
- Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Lisa B Signorello
- Division of Epidemiology in the Department of Medicine, Vanderbilt Epidemiology Center,Nashville, Tennessee,USA
- International Epidemiology Institute, Rockville, Maryland 20850, USA
- Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee 37203,USA
| | - Margaret R Spitz
- Dan L Duncan Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - John K Wiencke
- Department of Neurological Surgery, University of California San Francisco , San Francisco, California 94158, USA
| | - Margaret Wrensch
- Department of Neurological Surgery, University of California San Francisco , San Francisco, California 94158, USA
| | - Xifeng Wu
- Department of Epidemiology, Division of Cancer Prevention and Population Sciences, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Krista A Zanetti
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland 20892, USA
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, USA
| | - Regina G Ziegler
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Jonine D Figueroa
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Montserrat Garcia-Closas
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, UK
| | - Nuria Malats
- Genetics and Molecular Epidemiology Group, Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain
| | - Gaelle Marenne
- Genetics and Molecular Epidemiology Group, Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain
| | | | - Dalsu Baris
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | | | | | - Maria Teresa Landi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Lynn Goldin
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Dario Consonni
- Department of Occupational and Environmental Health , University of Milan, Milan, 20122, Italy
- Unit of Epidemiology, Fondazione Istituto di Ricevero e Cura a Carattere Scientifico (IRCCS), Ospedale Maggiore Policlinico, Mangiagalli e Regina Elena, Milan, 20122, Italy
| | - Pier Alberto Bertazzi
- Department of Occupational and Environmental Health , University of Milan, Milan, 20122, Italy
- Unit of Epidemiology, Fondazione Istituto di Ricevero e Cura a Carattere Scientifico (IRCCS), Ospedale Maggiore Policlinico, Mangiagalli e Regina Elena, Milan, 20122, Italy
| | - Melissa Rotunno
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Preetha Rajaraman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Ulrika Andersson
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Laura E Beane Freeman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Christine D Berg
- Clinical and Translational Epidemiology Branch, Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD, USA
| | - Julie E Buring
- Department of Ambulatory Care and Prevention, Harvard Medical School, Boston, MA, USA
- Division of Preventive Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Mary A Butler
- National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, OH, USA
| | - Tania Carreon
- National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, OH, USA
| | - Maria Feychting
- Division of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Anders Ahlbom
- Division of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - J Michael Gaziano
- Division of Preventive Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Division of Aging, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Massachusetts Veteran’s Epidemiology, Research and Information Center, Geriatric Research Education and Clinical Center, VA Boston Healthcare System, Boston, MA, USA
| | - Graham G Giles
- Cancer Epidemiology Centre, The Cancer Council of Victoria, Melbourne, Australia
- Centre for Molecular, Environmental, Genetic, and Analytic Epidemiology, University of Melbourne, Melbourne, Australia
| | - Goran Hallmans
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Susan E Hankinson
- Channing Laboratory, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Patricia Hartge
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Roger Henriksson
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
- Department of Oncology, Karolinska University Hospital, SE-171 76 Stockholm, Sweden
| | - Peter D Inskip
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | | | - Annelie Landgren
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Roberta McKean-Cowdin
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California/Norris Comprehensive Cancer Center, Los Angeles, California 90033, USA
| | - Dominique S Michaud
- Division of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Department of Epidemiology, Division of Biology and Medicine, Brown University, Providence, RI, USA
| | - Beatrice S Melin
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Ulrike Peters
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Avima M Ruder
- National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, OH, USA
| | - Howard D Sesso
- Division of Preventive Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Gianluca Severi
- Cancer Epidemiology Centre, The Cancer Council of Victoria, Melbourne, Australia
- Centre for Molecular, Environmental, Genetic, and Analytic Epidemiology, University of Melbourne, Melbourne, Australia
| | - Xiao-Ou Shu
- Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee 37203,USA
| | - Kala Visvanathan
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Emily White
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Alicja Wolk
- Division of Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Anne Zeleniuch-Jacquotte
- Division of Epidemiology, Department of Environmental Medicine, NYU School of Medicine, New York, NY
| | - Wei Zheng
- Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee 37203,USA
| | - Debra T Silverman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Manolis Kogevinas
- National School of Public Health, Athens, Greece
- Centro de Investigacion Biomedica en Red Epidemiologia y Slaud Publica (CIBERESP), Barcelona
| | - Juan R Gonzalez
- Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain
- Centro de Investigacion Biomedica en Red Epidemiologia y Slaud Publica (CIBERESP), Barcelona
| | - Olaya Villa
- Departament de Ciències Experimentals i de la Salut, Universitat Pompeu Fabra, E-08003 Barcelona, Spain
- Quantitative Genomic Medicine Laboratory, qGenomics, E-08003 Barcelona, Spain
| | - Donghui Li
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Eric J Duell
- Catalan Institute of Oncology (ICO), Institut d’Investigació Biomèdica de Bellvitge (IDIBELL ), Barcelona, Spain
| | - Harvey A Risch
- Yale University School of Public Health, New Haven, CT, USA
| | - Sara H Olson
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Charles Kooperberg
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Brian M Wolpin
- Channing Laboratory, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Li Jiao
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Manal Hassan
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Alan A Arslan
- Department of Obstetrics and Gynecology, New York University School of Medicine, New York, NY, USA
- New York University Cancer Institute, New York, NY, USA
| | - H Bas Bueno-de-Mesquita
- Department of Gastroenterology and Hepatology, University Medical Center Utrecht, Utrecht, The Netherlands
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Charles S Fuchs
- Channing Laboratory, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Steven Gallinger
- Fred. A. Litwin Centre for Cancer Genetics, Samuel Lunenfeld Research Institute, Toronto, Ontario, Canada
| | - Myron D Gross
- Department of Laboratory Medicine and Pathology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Elizabeth A Holly
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Alison P Klein
- Department of Oncology, the Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Andrea LaCroix
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Margaret T Mandelson
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Group Health Center for Health Studies, Seattle, WA, USA
| | - Gloria Petersen
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Marie-Christine Boutron-Ruault
- Institut National de la Santé et de la Recherche Médicale (INSERM), Paris-Sud University, Institut Gustave-Roussy, Villejuif, France
| | - Paige M Bracci
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Federico Canzian
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kenneth Chang
- Comprehensive Digestive Disease Center, University of California, Irvine Medical Center, Orange, CA, USA
| | - Michelle Cotterchio
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Edward L Giovannucci
- Channing Laboratory, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
- Department of Nutrition, Harvard School of Public Health, Boston, MA, USA
| | - Michael Goggins
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Pathology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Judith A Hoffman Bolton
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Mazda Jenab
- International Agency for Research on Cancer (IARC/WHO), Lyon, France
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, Clinical Gerontology, Addenbrooke’s Hospital, University of Cambridge, Cambridge, UK
| | - Vittorio Krogh
- Nutritional Epidemiology Unit, Fondazione Istituto Di Ricovero e Cura a Carattere Scientifico (IRCCS), Istituto Nazionale dei Tumori, Milan, Italy
| | - Robert C Kurtz
- Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | | | - Julie B Mendelsohn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Kari G Rabe
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Elio Riboli
- Division of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Anne Tjønneland
- Institute of Cancer Epidemiology, Danish Cancer Society, Copenhagen, Denmark
| | - Geoffrey S Tobias
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Dimitrios Trichopoulos
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
- Bureau of Epidemiologic Research, Academy of Athens, Athens, Greece
| | - Joanne W Elena
- Clinical and Translational Epidemiology Branch, Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD, USA
| | - Herbert Yu
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii 96813, USA
| | - Laufey Amundadottir
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | | | - Peter Kraft
- Channing Laboratory, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
| | - Fredrick Schumacher
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California/Norris Comprehensive Cancer Center, Los Angeles, California 90033, USA
| | - Daniel Stram
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California/Norris Comprehensive Cancer Center, Los Angeles, California 90033, USA
| | - Sharon A Savage
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Lisa Mirabello
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Irene L Andrulis
- Fred. A. Litwin Centre for Cancer Genetics, Samuel Lunenfeld Research Institute, Toronto, Ontario, Canada
- Mount Sinai Hospital Christopher Sharp Centre for Surgery and Oncology, Toronto, Ontario, Canada
| | - Jay S Wunder
- Fred. A. Litwin Centre for Cancer Genetics, Samuel Lunenfeld Research Institute, Toronto, Ontario, Canada
- Mount Sinai Hospital Christopher Sharp Centre for Surgery and Oncology, Toronto, Ontario, Canada
| | - Ana Patiño García
- Department of Pediatrics, Clínica Universidad de Navarra, E31080 Pamplona, Spain
| | - Luis Sierrasesúmaga
- Department of Pediatrics, Clínica Universidad de Navarra, E31080 Pamplona, Spain
| | - Donald A Barkauskas
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California/Norris Comprehensive Cancer Center, Los Angeles, California 90033, USA
| | - Richard G Gorlick
- Department of Molecular Pharmacology , Albert Einstein College of Medicine of Yeshiva University, Bronx, NY, USA
- Department of Pediatrics, Albert Einstein College of Medicine of Yeshiva University, Bronx, NY, USA
| | - Mark Purdue
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Wong-Ho Chow
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Lee E Moore
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Kendra L Schwartz
- Department of Family Medicine and Public Health Sciences, Wayne State University, MI, USA
| | - Faith G Davis
- Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Ann W Hsing
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Amanda Black
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Nicolas Wentzensen
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Louise A Brinton
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Jolanta Lissowska
- Maria Sklodowska-Curie Memorial Cancer Center and Institute of Oncology, Warsaw, Poland
| | | | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Michael B Cook
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Christian P Kratz
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
- Zentrum für Kinderheilkunde und Jugendmedizin, Klinik für Pädiatrische Hämatologie und Onkologie, Medizinische Hochschule Hannover, Hannover, Germany
| | - Mark H Greene
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | | | - David J Hunter
- Channing Laboratory, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
| | - Gilles Thomas
- Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Robert N Hoover
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Francisco X Real
- Departament de Ciències Experimentals i de la Salut, Universitat Pompeu Fabra, E-08003 Barcelona, Spain
- Epithelial Carcinogenesis Group, Centro Nacional de Investigaciones Oncológicas (CNIO), Madrid, Spain
| | - Joseph F Fraumeni
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Neil E Caporaso
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Margaret Tucker
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Nathaniel Rothman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Luis A Pérez-Jurado
- Departament de Ciències Experimentals i de la Salut, Universitat Pompeu Fabra, E-08003 Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), E-08003 Barcelona, Spain
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
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