1
|
Chen Z, Guo X, Tao R, Huyghe JR, Law PJ, Fernandez-Rozadilla C, Ping J, Jia G, Long J, Li C, Shen Q, Xie Y, Timofeeva MN, Thomas M, Schmit SL, Díez-Obrero V, Devall M, Moratalla-Navarro F, Fernandez-Tajes J, Palles C, Sherwood K, Briggs SEW, Svinti V, Donnelly K, Farrington SM, Blackmur J, Vaughan-Shaw PG, Shu XO, Lu Y, Broderick P, Studd J, Harrison TA, Conti DV, Schumacher FR, Melas M, Rennert G, Obón-Santacana M, Martín-Sánchez V, Oh JH, Kim J, Jee SH, Jung KJ, Kweon SS, Shin MH, Shin A, Ahn YO, Kim DH, Oze I, Wen W, Matsuo K, Matsuda K, Tanikawa C, Ren Z, Gao YT, Jia WH, Hopper JL, Jenkins MA, Win AK, Pai RK, Figueiredo JC, Haile RW, Gallinger S, Woods MO, Newcomb PA, Duggan D, Cheadle JP, Kaplan R, Kerr R, Kerr D, Kirac I, Böhm J, Mecklin JP, Jousilahti P, Knekt P, Aaltonen LA, Rissanen H, Pukkala E, Eriksson JG, Cajuso T, Hänninen U, Kondelin J, Palin K, Tanskanen T, Renkonen-Sinisalo L, Männistö S, Albanes D, Weinstein SJ, Ruiz-Narvaez E, Palmer JR, Buchanan DD, Platz EA, Visvanathan K, Ulrich CM, Siegel E, Brezina S, Gsur A, Campbell PT, Chang-Claude J, Hoffmeister M, Brenner H, Slattery ML, Potter JD, Tsilidis KK, Schulze MB, Gunter MJ, Murphy N, Castells A, Castellví-Bel S, Moreira L, Arndt V, Shcherbina A, Bishop DT, Giles GG, Southey MC, Idos GE, McDonnell KJ, Abu-Ful Z, Greenson JK, Shulman K, Lejbkowicz F, Offit K, Su YR, Steinfelder R, Keku TO, van Guelpen B, Hudson TJ, Hampel H, Pearlman R, Berndt SI, Hayes RB, Martinez ME, Thomas SS, Pharoah PDP, Larsson SC, Yen Y, Lenz HJ, White E, Li L, Doheny KF, Pugh E, Shelford T, Chan AT, Cruz-Correa M, Lindblom A, Hunter DJ, Joshi AD, Schafmayer C, Scacheri PC, Kundaje A, Schoen RE, Hampe J, Stadler ZK, Vodicka P, Vodickova L, Vymetalkova V, Edlund CK, Gauderman WJ, Shibata D, Toland A, Markowitz S, Kim A, Chanock SJ, van Duijnhoven F, Feskens EJM, Sakoda LC, Gago-Dominguez M, Wolk A, Pardini B, FitzGerald LM, Lee SC, Ogino S, Bien SA, Kooperberg C, Li CI, Lin Y, Prentice R, Qu C, Bézieau S, Yamaji T, Sawada N, Iwasaki M, Le Marchand L, Wu AH, Qu C, McNeil CE, Coetzee G, Hayward C, Deary IJ, Harris SE, Theodoratou E, Reid S, Walker M, Ooi LY, Lau KS, Zhao H, Hsu L, Cai Q, Dunlop MG, Gruber SB, Houlston RS, Moreno V, Casey G, Peters U, Tomlinson I, Zheng W. Fine-mapping analysis including over 254,000 East Asian and European descendants identifies 136 putative colorectal cancer susceptibility genes. Nat Commun 2024; 15:3557. [PMID: 38670944 DOI: 10.1038/s41467-024-47399-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 03/26/2024] [Indexed: 04/28/2024] Open
Abstract
Genome-wide association studies (GWAS) have identified more than 200 common genetic variants independently associated with colorectal cancer (CRC) risk, but the causal variants and target genes are mostly unknown. We sought to fine-map all known CRC risk loci using GWAS data from 100,204 cases and 154,587 controls of East Asian and European ancestry. Our stepwise conditional analyses revealed 238 independent association signals of CRC risk, each with a set of credible causal variants (CCVs), of which 28 signals had a single CCV. Our cis-eQTL/mQTL and colocalization analyses using colorectal tissue-specific transcriptome and methylome data separately from 1299 and 321 individuals, along with functional genomic investigation, uncovered 136 putative CRC susceptibility genes, including 56 genes not previously reported. Analyses of single-cell RNA-seq data from colorectal tissues revealed 17 putative CRC susceptibility genes with distinct expression patterns in specific cell types. Analyses of whole exome sequencing data provided additional support for several target genes identified in this study as CRC susceptibility genes. Enrichment analyses of the 136 genes uncover pathways not previously linked to CRC risk. Our study substantially expanded association signals for CRC and provided additional insight into the biological mechanisms underlying CRC development.
Collapse
Affiliation(s)
- Zhishan Chen
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Xingyi Guo
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Ran Tao
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, 37232, TN, USA
| | - Jeroen R Huyghe
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Philip J Law
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, UK
| | - Ceres Fernandez-Rozadilla
- Edinburgh Cancer Research Centre, Institute of Genomics and Cancer, University of Edinburgh, Edinburgh, UK
- Genomic Medicine Group, Instituto de Investigacion Sanitaria de Santiago, Santiago de Compostela, Spain
| | - Jie Ping
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Guochong Jia
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jirong Long
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Chao Li
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Quanhu Shen
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Yuhan Xie
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
| | - Maria N Timofeeva
- Colon Cancer Genetics Group, Medical Research Council Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- Danish Institute for Advanced Study, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Minta Thomas
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Stephanie L Schmit
- Genomic Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
- Population and Cancer Prevention Program, Case Comprehensive Cancer Center, Cleveland, OH, USA
| | - Virginia Díez-Obrero
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
- Oncology Data Analytics Program, Catalan Institute of Oncology, Barcelona, Spain
| | - Matthew Devall
- Center for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Ferran Moratalla-Navarro
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
- Oncology Data Analytics Program, Catalan Institute of Oncology, Barcelona, Spain
| | - Juan Fernandez-Tajes
- Edinburgh Cancer Research Centre, Institute of Genomics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Claire Palles
- Institute of Cancer and Genomic Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Kitty Sherwood
- Edinburgh Cancer Research Centre, Institute of Genomics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Sarah E W Briggs
- Department of Public Health, Richard Doll Building, University of Oxford, Oxford, UK
| | - Victoria Svinti
- Colon Cancer Genetics Group, Medical Research Council Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Kevin Donnelly
- Colon Cancer Genetics Group, Medical Research Council Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Susan M Farrington
- Colon Cancer Genetics Group, Medical Research Council Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - James Blackmur
- Colon Cancer Genetics Group, Medical Research Council Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Peter G Vaughan-Shaw
- Colon Cancer Genetics Group, Medical Research Council Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Xiao-Ou Shu
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Yingchang Lu
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Peter Broderick
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, UK
| | - James Studd
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, UK
| | - Tabitha A Harrison
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - David V Conti
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Fredrick R Schumacher
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH, USA
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Marilena Melas
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Gad Rennert
- Clalit National Cancer Control Center, Haifa, Israel
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Mireia Obón-Santacana
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Spain
- Oncology Data Analytics Program, Catalan Institute of Oncology, Barcelona, Spain
| | - Vicente Martín-Sánchez
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Spain
- Biomedicine Institute, University of León, León, Spain
| | - Jae Hwan Oh
- Center for Colorectal Cancer, National Cancer Center Hospital, National Cancer Center, Gyeonggi-do, South Korea
| | - Jeongseon Kim
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Gyeonggi-do, South Korea
| | - Sun Ha Jee
- Department of Epidemiology and Health Promotion, Graduate School of Public Health, Yonsei University, Seoul, South Korea
| | - Keum Ji Jung
- Department of Epidemiology and Health Promotion, Graduate School of Public Health, Yonsei University, Seoul, South Korea
| | - Sun-Seog Kweon
- Department of Preventive Medicine, Chonnam National University Medical School, Gwangju, South Korea
| | - Min-Ho Shin
- Department of Preventive Medicine, Chonnam National University Medical School, Gwangju, South Korea
| | - Aesun Shin
- Cancer Research Institute, Seoul National University, Seoul, South Korea
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, South Korea
| | - Yoon-Ok Ahn
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, South Korea
| | - Dong-Hyun Kim
- Department of Social and Preventive Medicine, Hallym University College of Medicine, Okcheon-dong, South Korea
| | - Isao Oze
- Division of Cancer Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Wanqing Wen
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Keitaro Matsuo
- Department of Epidemiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
- Division of Molecular and Clinical Epidemiology, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Koichi Matsuda
- Laboratory of Clinical Genome Sequencing, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Tokyo, Japan
| | - Chizu Tanikawa
- Laboratory of Genome Technology, Human Genome Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Zefang Ren
- School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Yu-Tang Gao
- State Key Laboratory of Oncogenes and Related Genes and Department of Epidemiology, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Wei-Hua Jia
- State Key Laboratory of Oncology in South China, Cancer Center, Sun Yat-sen University, Guangzhou, China
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
- Department of Epidemiology, School of Public Health and Institute of Health and Environment, Seoul National University, Seoul, South Korea
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
| | - Rish K Pai
- Department of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Jane C Figueiredo
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Robert W Haile
- Division of Oncology, Department of Medicine, Cedars-Sinai Cancer Research Center for Health Equity, Los Angeles, CA, USA
| | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, ON, Canada
| | - Michael O Woods
- Division of Biomedical Sciences, Memorial University of Newfoundland, St. John, ON, Canada
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- School of Public Health, University of Washington, Seattle, WA, USA
| | - David Duggan
- City of Hope National Medical Center, Translational Genomics Research Institute, Phoenix, AZ, USA
| | | | - Richard Kaplan
- MRC Clinical Trials Unit, Medical Research Council, Cardiff, UK
| | - Rachel Kerr
- Department of Oncology, University of Oxford, Oxford, UK
| | - David Kerr
- Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Iva Kirac
- Department of Surgical Oncology, University Hospital for Tumors, Sestre milosrdnice University Hospital Center, Zagreb, Croatia
| | - Jan Böhm
- Department of Pathology, Central Finland Health Care District, Jyväskylä, Finland
| | | | - Pekka Jousilahti
- Department of Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Paul Knekt
- Department of Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Lauri A Aaltonen
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland
- Genome-Scale Biology Research Program, University of Helsinki, Helsinki, Finland
| | - Harri Rissanen
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Eero Pukkala
- Faculty of Social Sciences, Tampere University, Tampere, Finland
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research, Helsinki, Finland
| | - Johan G Eriksson
- Folkhälsan Research Centre, University of Helsinki, Helsinki, Finland
- Human Potential Translational Research Programme, National University of Singapore, Singapore, Singapore
- Unit of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Tatiana Cajuso
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland
- Genome-Scale Biology Research Program, University of Helsinki, Helsinki, Finland
| | - Ulrika Hänninen
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland
- Genome-Scale Biology Research Program, University of Helsinki, Helsinki, Finland
| | - Johanna Kondelin
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland
- Genome-Scale Biology Research Program, University of Helsinki, Helsinki, Finland
| | - Kimmo Palin
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland
- Genome-Scale Biology Research Program, University of Helsinki, Helsinki, Finland
| | - Tomas Tanskanen
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland
- Genome-Scale Biology Research Program, University of Helsinki, Helsinki, Finland
| | | | - Satu Männistö
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Stephanie J Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Edward Ruiz-Narvaez
- Department of Nutritional Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Julie R Palmer
- Department of Medicine, Boston University School of Medicine, Boston, MA, USA
- Slone Epidemiology Center at Boston University, Boston, MA, USA
| | - Daniel D Buchanan
- Colorectal Oncogenomics Group, Department of Clinical Pathology, University of Melbourne, Parkville, VIC, Australia
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Elizabeth A Platz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Kala Visvanathan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Cornelia M Ulrich
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, UT, USA
| | - Erin Siegel
- Cancer Epidemiology Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Stefanie Brezina
- Institute of Cancer Research, Department of Medicine I, Medical University Vienna, Vienna, Austria
| | - Andrea Gsur
- Institute of Cancer Research, Department of Medicine I, Medical University Vienna, Vienna, Austria
| | - Peter T Campbell
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, New York, NY, USA
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
- University Medical Centre Hamburg-Eppendorf, University Cancer Centre Hamburg, Hamburg, Germany
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center and National Center for Tumor Diseases, Heidelberg, Germany
- German Cancer Consortium, German Cancer Research Center, Heidelberg, Germany
| | - Martha L Slattery
- Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - John D Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Research Centre for Hauora and Health, Massey University, Wellington, New Zealand
| | - Kostas K Tsilidis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| | - Matthias B Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Potsdam, Germany
| | - Marc J Gunter
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Neil Murphy
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Antoni Castells
- Gastroenterology Department, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, University of Barcelona, Barcelona, Spain
| | - Sergi Castellví-Bel
- Gastroenterology Department, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, University of Barcelona, Barcelona, Spain
| | - Leticia Moreira
- Gastroenterology Department, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, University of Barcelona, Barcelona, Spain
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center, Heidelberg, Germany
| | - Anna Shcherbina
- Department of Genetics, Stanford University, Stanford, CA, USA
| | - D Timothy Bishop
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
| | - Melissa C Southey
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Department of Clinical Pathology, University of Melbourne, Melbourne, VIC, Australia
| | - Gregory E Idos
- Department of Medical Oncology and Center For Precision Medicine, City of Hope National Medical Center, Duarte, CA, USA
| | - Kevin J McDonnell
- Clalit National Cancer Control Center, Haifa, Israel
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Department of Medical Oncology and Center For Precision Medicine, City of Hope National Medical Center, Duarte, CA, USA
| | - Zomoroda Abu-Ful
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel
| | - Joel K Greenson
- Clalit National Cancer Control Center, Haifa, Israel
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Katerina Shulman
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel
| | - Flavio Lejbkowicz
- Clalit National Cancer Control Center, Haifa, Israel
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel
- Clalit Health Services, Personalized Genomic Service, Lady Davis Carmel Medical Center, Haifa, Israel
| | - Kenneth Offit
- Clinical Genetics Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Yu-Ru Su
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Robert Steinfelder
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Temitope O Keku
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, NC, USA
| | - Bethany van Guelpen
- Department of Radiation Sciences, Oncology Unit, Umeå University, Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | | | - Heather Hampel
- Division of Human Genetics, Department of Internal Medicine, Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Rachel Pearlman
- Division of Human Genetics, Department of Internal Medicine, Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Richard B Hayes
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY, USA
| | - Marie Elena Martinez
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA
- Population Sciences, Disparities and Community Engagement, University of California San Diego Moores Cancer Center, La Jolla, CA, USA
| | | | - Paul D P Pharoah
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Susanna C Larsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Yun Yen
- Taipei Medical University, Taipei, Taiwan
| | - Heinz-Josef Lenz
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Emily White
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Epidemiology, University of Washington School of Public Health, Seattle, WA, USA
| | - Li Li
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH, USA
| | - Kimberly F Doheny
- Center for Inherited Disease Research, Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Elizabeth Pugh
- Center for Inherited Disease Research, Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Tameka Shelford
- Center for Inherited Disease Research, Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Andrew T Chan
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Marcia Cruz-Correa
- Comprehensive Cancer Center, University of Puerto Rico, San Juan, Puerto Rico
| | - Annika Lindblom
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - David J Hunter
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Amit D Joshi
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Clemens Schafmayer
- Department of General Surgery, University Hospital Rostock, Rostock, Germany
| | - Peter C Scacheri
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Anshul Kundaje
- Department of Genetics, Stanford University, Stanford, CA, USA
- Department of Computer Science, Stanford University, Stanford, CA, USA
| | - Robert E Schoen
- Department of Medicine and Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Jochen Hampe
- Department of Medicine I, University Hospital Dresden, Technische Universität Dresden, Dresden, Germany
| | - Zsofia K Stadler
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
- Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Pavel Vodicka
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
- Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Ludmila Vodickova
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
- Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Veronika Vymetalkova
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
- Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Christopher K Edlund
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - W James Gauderman
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - David Shibata
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Amanda Toland
- Departments of Cancer Biology and Genetics and Internal Medicine, Comprehensive Cancer Center, Ohio State University, Columbus, OH, USA
| | - Sanford Markowitz
- Departments of Medicine and Genetics, Case Comprehensive Cancer Center, Case Western Reserve University and University Hospitals of Cleveland, Cleveland, OH, USA
| | - Andre Kim
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Franzel van Duijnhoven
- Division of Human Nutrition and Health, Wageningen University and Research, Wageningen, The Netherlands
| | - Edith J M Feskens
- Division of Human Nutrition, Wageningen University and Research, Wageningen, The Netherlands
| | - Lori C Sakoda
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Manuela Gago-Dominguez
- Genomic Medicine Group, Galician Public Foundation of Genomic Medicine, Servicio Galego de Saude, Santiago de Compostela, Spain
- Instituto de Investigación Sanitaria de Santiago de Compostela, Santiago de Compostela, Spain
| | - Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Barbara Pardini
- Candiolo Cancer Institute FPO-IRCCS, Candiolo, (TO), Italy
- Italian Institute for Genomic Medicine, Candiolo Cancer Institute FPO-IRCCS, Candiolo, (TO), Italy
| | - Liesel M FitzGerald
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Soo Chin Lee
- National University Cancer Institute, Singapore, Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Shuji Ogino
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Cancer Immunology Program, Dana-Farber Harvard Cancer Center, Boston, MA, USA
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Stephanie A Bien
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Charles Kooperberg
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Christopher I Li
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Yi Lin
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Ross Prentice
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Conghui Qu
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Stéphane Bézieau
- Service de Génétique Médicale, Centre Hospitalier Universitaire Nantes, Nantes, France
| | - Taiki Yamaji
- Division of Epidemiology, National Cancer Center Institute for Cancer Control, National Cancer Center, Tokyo, Japan
| | - Norie Sawada
- Division of Cohort Research, National Cancer Center Institute for Cancer Control, National Cancer Center, Tokyo, Japan
| | - Motoki Iwasaki
- Division of Epidemiology, National Cancer Center Institute for Cancer Control, National Cancer Center, Tokyo, Japan
- Division of Cohort Research, National Cancer Center Institute for Cancer Control, National Cancer Center, Tokyo, Japan
| | | | - Anna H Wu
- Preventative Medicine, University of Southern California, Los Angeles, CA, USA
| | - Chenxu Qu
- USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Caroline E McNeil
- USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | - Caroline Hayward
- MRC Human Genetics Unit, Institute of Genomics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Ian J Deary
- Lothian Birth Cohorts group, Department of Psychology, University of Edinburgh, Edinburgh, UK
| | - Sarah E Harris
- Lothian Birth Cohorts group, Department of Psychology, University of Edinburgh, Edinburgh, UK
| | - Evropi Theodoratou
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Stuart Reid
- Colon Cancer Genetics Group, Medical Research Council Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Marion Walker
- Colon Cancer Genetics Group, Medical Research Council Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Li Yin Ooi
- Colon Cancer Genetics Group, Medical Research Council Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- Department of Pathology, National University Hospital, National University Health System, Singapore, Singapore
| | - Ken S Lau
- Epithelial Biology Center and Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Hongyu Zhao
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
- Department of Genetics, Yale School of Medicine, New Haven, CT, USA
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
| | - Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, WA, USA
| | - Qiuyin Cai
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Malcolm G Dunlop
- Colon Cancer Genetics Group, Medical Research Council Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Stephen B Gruber
- Department of Medical Oncology and Center For Precision Medicine, City of Hope National Medical Center, Duarte, CA, USA
| | - Richard S Houlston
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, UK
| | - Victor Moreno
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
- Oncology Data Analytics Program, Catalan Institute of Oncology, Barcelona, Spain
| | - Graham Casey
- Center for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Ian Tomlinson
- Edinburgh Cancer Research Centre, Institute of Genomics and Cancer, University of Edinburgh, Edinburgh, UK
- Institute of Cancer and Genomic Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA.
| |
Collapse
|
2
|
Berndt SI, Vijai J, Benavente Y, Camp NJ, Nieters A, Wang Z, Smedby KE, Kleinstern G, Hjalgrim H, Besson C, Skibola CF, Morton LM, Brooks-Wilson AR, Teras LR, Breeze C, Arias J, Adami HO, Albanes D, Anderson KC, Ansell SM, Bassig B, Becker N, Bhatti P, Birmann BM, Boffetta P, Bracci PM, Brennan P, Brown EE, Burdett L, Cannon-Albright LA, Chang ET, Chiu BCH, Chung CC, Clavel J, Cocco P, Colditz G, Conde L, Conti DV, Cox DG, Curtin K, Casabonne D, De Vivo I, Diepstra A, Diver WR, Dogan A, Edlund CK, Foretova L, Fraumeni JF, Gabbas A, Ghesquières H, Giles GG, Glaser S, Glenn M, Glimelius B, Gu J, Habermann TM, Haiman CA, Haioun C, Hofmann JN, Holford TR, Holly EA, Hutchinson A, Izhar A, Jackson RD, Jarrett RF, Kaaks R, Kane E, Kolonel LN, Kong Y, Kraft P, Kricker A, Lake A, Lan Q, Lawrence C, Li D, Liebow M, Link BK, Magnani C, Maynadie M, McKay J, Melbye M, Miligi L, Milne RL, Molina TJ, Monnereau A, Montalvan R, North KE, Novak AJ, Onel K, Purdue MP, Rand KA, Riboli E, Riby J, Roman E, Salles G, Sborov DW, Severson RK, Shanafelt TD, Smith MT, Smith A, Song KW, Song L, Southey MC, Spinelli JJ, Staines A, Stephens D, Sutherland HJ, Tkachuk K, Thompson CA, Tilly H, Tinker LF, Travis RC, Turner J, Vachon CM, Vajdic CM, Van Den Berg A, Van Den Berg DJ, Vermeulen RCH, Vineis P, Wang SS, Weiderpass E, Weiner GJ, Weinstein S, Doo NW, Ye Y, Yeager M, Yu K, Zeleniuch-Jacquotte A, Zhang Y, Zheng T, Ziv E, Sampson J, Chatterjee N, Offit K, Cozen W, Wu X, Cerhan JR, Chanock SJ, Slager SL, Rothman N. Correction: Distinct germline genetic susceptibility profiles identified for common non-Hodgkin lymphoma subtypes. Leukemia 2023; 37:2142. [PMID: 37666943 DOI: 10.1038/s41375-023-01978-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/06/2023]
Affiliation(s)
- Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA.
| | - Joseph Vijai
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yolanda Benavente
- Cancer Epidemiology Research Programme, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain
| | - Nicola J Camp
- Department of Internal Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Alexandra Nieters
- Institute for Immunodeficiency, University Medical Center Freiburg, Freiburg, Germany
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Karin E Smedby
- Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
- Hematology Center, Karolinska University Hospital, Stockholm, Sweden
| | | | - Henrik Hjalgrim
- Department of Epidemiology Research, Division of Health Surveillance and Research, Statens Serum Institut, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Haematology, Rigshospitalet, Copenhagen, Denmark
- Danish Cancer Society Research Center, Danish Cancer Society, Copenhagen, Denmark
| | - Caroline Besson
- Centre Hospitalier de Versailles, Le Chesnay, France
- Université Paris-Saclay, UVSQ, Inserm, Équipe "Exposome et Hérédité", CESP, Villejuif, France
| | - Christine F Skibola
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, USA
| | - Lindsay M Morton
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Angela R Brooks-Wilson
- Genome Sciences Centre, BC Cancer Agency, Vancouver, BC, Canada
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
| | - Lauren R Teras
- Department of Population Science, American Cancer Society, Atlanta, GA, USA
| | - Charles Breeze
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Joshua Arias
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Hans-Olov Adami
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Institute of Health and Society, Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Kenneth C Anderson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Stephen M Ansell
- Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Bryan Bassig
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Nikolaus Becker
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Baden-Württemberg, Germany
| | - Parveen Bhatti
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Brenda M Birmann
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Paolo Boffetta
- Stony Brook Cancer Center, Stony Brook University, Stony Brook, New York, 11794, NY, USA
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, 41026, Italy
| | - Paige M Bracci
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Paul Brennan
- International Agency for Research on Cancer (IARC), Lyon, France
| | - Elizabeth E Brown
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Laurie Burdett
- Cancer Genomics Research Laboratory, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, MA, USA
| | - Lisa A Cannon-Albright
- Department of Internal Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
- George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT, USA
| | - Ellen T Chang
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
- Center for Health Sciences, Exponent, Inc., Menlo Park, CA, USA
| | - Brian C H Chiu
- Department of Public Health Sciences University of Chicago, Chicago, IL, USA
| | - Charles C Chung
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Jacqueline Clavel
- CRESS, UMR1153, INSERM, Villejuif, France
- Université de Paris-Cité, Villejuif, France
| | - Pierluigi Cocco
- Centre for Occupational and Environmental Health, Division of Population Science, Health Services Research & Primary Care, University of Manchester, Manchester, UK
| | - Graham Colditz
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Lucia Conde
- Bill Lyons Informatics Centre, UCL Cancer Institute, University College London, London, UK
| | - David V Conti
- Department of Population and Public Health Sciences, USC Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - David G Cox
- INSERM U1052, Cancer Research Center of Lyon, Centre Léon Bérard, Lyon, France
| | - Karen Curtin
- Department of Internal Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Delphine Casabonne
- Cancer Epidemiology Research Programme, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain
| | - Immaculata De Vivo
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Arjan Diepstra
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - W Ryan Diver
- Department of Population Science, American Cancer Society, Atlanta, GA, USA
| | - Ahmet Dogan
- Departments of Laboratory Medicine and Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Christopher K Edlund
- Department of Population and Public Health Sciences, USC Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Lenka Foretova
- Department of Cancer Epidemiology and Genetics, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Joseph F Fraumeni
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Attilio Gabbas
- Department of Public Health, Clinical and Molecular Medicine, University of Cagliari, Monserrato, Cagliari, Italy
| | - Hervé Ghesquières
- Department of Hematology, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre Benite, France
- CIRI, Centre International de Recherche en Infectiologie, Team Lymphoma Immuno-Biology, Univ Lyon, Inserm, U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
| | - Graham G Giles
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VC, Australia
| | - Sally Glaser
- Cancer Prevention Institute of California, Fremont, CA, USA
- Stanford Cancer Institute, Stanford, CA, USA
| | - Martha Glenn
- Department of Internal Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Bengt Glimelius
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Jian Gu
- Department of Epidemiology, MD Anderson Cancer Center, Houston, TX, USA
| | | | - Christopher A Haiman
- Department of Population and Public Health Sciences, USC Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Corinne Haioun
- Lymphoid Malignancies Unit, Henri Mondor Hospital and University Paris Est, Créteil, France
| | - Jonathan N Hofmann
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Theodore R Holford
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
| | - Elizabeth A Holly
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Amy Hutchinson
- Cancer Genomics Research Laboratory, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, MA, USA
| | - Aalin Izhar
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rebecca D Jackson
- Division of Endocrinology, Diabetes and Metabolism, The Ohio State University, Columbus, OH, USA
| | - Ruth F Jarrett
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK
| | - Rudolph Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Baden-Württemberg, Germany
| | - Eleanor Kane
- Department of Health Sciences, University of York, York, UK
| | - Laurence N Kolonel
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Yinfei Kong
- Information Systems and Decision Sciences, California State University, Fullerton, Fullerton, CA, USA
| | - Peter Kraft
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Anne Kricker
- Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
| | - Annette Lake
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK
| | - Qing Lan
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | | | - Dalin Li
- F. Widjaja Family Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Mark Liebow
- Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Brian K Link
- Department of Internal Medicine, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
| | - Corrado Magnani
- CPO-Piemonte and Unit of Medical Statistics and Epidemiology, Department Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Marc Maynadie
- INSERM U1231, EA 4184, Registre des Hémopathies Malignes de Côte d'Or, University of Burgundy and Dijon University Hospital, Dijon, France
| | - James McKay
- International Agency for Research on Cancer (IARC), Lyon, France
| | - Mads Melbye
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Jebsen Center for Genetic epidemiology, NTNU, Trondheim, Norway
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Genetics, Stanford University Medical School, Stanford, CA, USA
| | - Lucia Miligi
- Environmental and Occupational Epidemiology Unit, Cancer Prevention and Research Institute (ISPO), Florence, Italy
| | - Roger L Milne
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VC, Australia
| | - Thierry J Molina
- Department of Pathology, APHP, Necker and Robert Debré, Université Paris Cité, Institut Imagine, INSERM U1163, Paris, France
| | - Alain Monnereau
- CRESS, UMR1153, INSERM, Villejuif, France
- Registre des hémopathies malignes de la Gironde, Institut Bergonié, Bordeaux, Cedex, France
| | | | - Kari E North
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Carolina Center for Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Anne J Novak
- Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Kenan Onel
- Donald and Barbara Zucker School of Medicine, Hofstra/Northwell, Hempstead, New York, NY, USA
| | - Mark P Purdue
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Kristin A Rand
- Department of Population and Public Health Sciences, USC Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Elio Riboli
- School of Public Health, Imperial College London, London, United Kingdom
| | - Jacques Riby
- Department of Epidemiology, School of Public Health and Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, USA
- Division of Environmental Health Sciences, University of California Berkeley School of Public Health, Berkeley, CA, USA
| | - Eve Roman
- Department of Health Sciences, University of York, York, UK
| | - Gilles Salles
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Douglas W Sborov
- Department of Internal Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Richard K Severson
- Department of Family Medicine and Public Health Sciences, Wayne State University, Detroit, MI, USA
| | - Tait D Shanafelt
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Martyn T Smith
- Division of Environmental Health Sciences, University of California Berkeley School of Public Health, Berkeley, CA, USA
| | | | - Kevin W Song
- Leukemia/Bone Marrow Transplantation Program, BC Cancer Agency, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Lei Song
- Center for Cancer Research, National Cancer Institute, Frederick, MA, USA
| | - Melissa C Southey
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VC, Australia
- Department of Clinical Pathology, Melbourne Medical School, The University of Melbourne, Melbourne, VIC, 3010, Australia
| | - John J Spinelli
- Cancer Control Research, BC Cancer Agency, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Anthony Staines
- School of Nursing, Psychotherapy and Community Health, Dublin City University, Dublin, Ireland
| | - Deborah Stephens
- Department of Internal Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Heather J Sutherland
- Leukemia/Bone Marrow Transplantation Program, BC Cancer Agency, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Kaitlyn Tkachuk
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Hervé Tilly
- Centre Henri Becquerel, Université de Rouen, Rouen, France
| | - Lesley F Tinker
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Ruth C Travis
- Cancer Epidemiology Unit, University of Oxford, Oxford, UK
| | - Jenny Turner
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
- Department of Histopathology, Douglass Hanly Moir Pathology, Sydney, NSW, Australia
| | - Celine M Vachon
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Claire M Vajdic
- The Kirby Institute, University of New South Wales, Sydney, NSW, Australia
| | - Anke Van Den Berg
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - David J Van Den Berg
- Department of Population and Public Health Sciences, USC Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Roel C H Vermeulen
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Paolo Vineis
- MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London, London, UK
- Human Genetics Foundation, Turin, Italy
| | - Sophia S Wang
- Division of Health Analytics, City of Hope Beckman Research Institute, Duarte, CA, USA
| | | | - George J Weiner
- Department of Internal Medicine, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
| | - Stephanie Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Nicole Wong Doo
- Concord Clinical School, University of Sydney, Concord, NSW, Australia
| | - Yuanqing Ye
- Department of Epidemiology, MD Anderson Cancer Center, Houston, TX, USA
| | - Meredith Yeager
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
- Cancer Genomics Research Laboratory, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, MA, USA
| | - Kai Yu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Anne Zeleniuch-Jacquotte
- Department of Population Health, New York University School of Medicine, New York, NY, USA
- Department of Environmental Medicine, New York University School of Medicine, New York, NY, USA
- Perlmutter Cancer Center, NYU Langone Medical Center, New York, NY, USA
| | - Yawei Zhang
- Department of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA
| | - Tongzhang Zheng
- Department of Epidemiology, Brown University, Providence, RI, USA
| | - Elad Ziv
- Division of General Internal Medicine, Department of Medicine, Institute of Human Genetics, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
| | - Joshua Sampson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Nilanjan Chatterjee
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MA, USA
- Department of Oncology, School of Medicine, Johns Hopkins University, Baltimore, MA, USA
| | - Kenneth Offit
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Wendy Cozen
- Chao Family Comprehensive Cancer Center, University of California, Irvine, Irvine, CA, USA
| | - Xifeng Wu
- Department of Epidemiology, MD Anderson Cancer Center, Houston, TX, USA
| | - James R Cerhan
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Susan L Slager
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Nathaniel Rothman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| |
Collapse
|
3
|
Berndt SI, Vijai J, Benavente Y, Camp NJ, Nieters A, Wang Z, Smedby KE, Kleinstern G, Hjalgrim H, Besson C, Skibola CF, Morton LM, Brooks-Wilson AR, Teras LR, Breeze C, Arias J, Adami HO, Albanes D, Anderson KC, Ansell SM, Bassig B, Becker N, Bhatti P, Birmann BM, Boffetta P, Bracci PM, Brennan P, Brown EE, Burdett L, Cannon-Albright LA, Chang ET, Chiu BCH, Chung CC, Clavel J, Cocco P, Colditz G, Conde L, Conti DV, Cox DG, Curtin K, Casabonne D, De Vivo I, Diepstra A, Diver WR, Dogan A, Edlund CK, Foretova L, Fraumeni JF, Gabbas A, Ghesquières H, Giles GG, Glaser S, Glenn M, Glimelius B, Gu J, Habermann TM, Haiman CA, Haioun C, Hofmann JN, Holford TR, Holly EA, Hutchinson A, Izhar A, Jackson RD, Jarrett RF, Kaaks R, Kane E, Kolonel LN, Kong Y, Kraft P, Kricker A, Lake A, Lan Q, Lawrence C, Li D, Liebow M, Link BK, Magnani C, Maynadie M, McKay J, Melbye M, Miligi L, Milne RL, Molina TJ, Monnereau A, Montalvan R, North KE, Novak AJ, Onel K, Purdue MP, Rand KA, Riboli E, Riby J, Roman E, Salles G, Sborov DW, Severson RK, Shanafelt TD, Smith MT, Smith A, Song KW, Song L, Southey MC, Spinelli JJ, Staines A, Stephens D, Sutherland HJ, Tkachuk K, Thompson CA, Tilly H, Tinker LF, Travis RC, Turner J, Vachon CM, Vajdic CM, Van Den Berg A, Van Den Berg DJ, Vermeulen RCH, Vineis P, Wang SS, Weiderpass E, Weiner GJ, Weinstein S, Doo NW, Ye Y, Yeager M, Yu K, Zeleniuch-Jacquotte A, Zhang Y, Zheng T, Ziv E, Sampson J, Chatterjee N, Offit K, Cozen W, Wu X, Cerhan JR, Chanock SJ, Slager SL, Rothman N. Distinct germline genetic susceptibility profiles identified for common non-Hodgkin lymphoma subtypes. Leukemia 2022; 36:2835-2844. [PMID: 36273105 PMCID: PMC10337695 DOI: 10.1038/s41375-022-01711-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/22/2022] [Accepted: 09/15/2022] [Indexed: 11/08/2022]
Abstract
Lymphoma risk is elevated for relatives with common non-Hodgkin lymphoma (NHL) subtypes, suggesting shared genetic susceptibility across subtypes. To evaluate the extent of mutual heritability among NHL subtypes and discover novel loci shared among subtypes, we analyzed data from eight genome-wide association studies within the InterLymph Consortium, including 10,629 cases and 9505 controls. We utilized Association analysis based on SubSETs (ASSET) to discover loci for subsets of NHL subtypes and evaluated shared heritability across the genome using Genome-wide Complex Trait Analysis (GCTA) and polygenic risk scores. We discovered 17 genome-wide significant loci (P < 5 × 10-8) for subsets of NHL subtypes, including a novel locus at 10q23.33 (HHEX) (P = 3.27 × 10-9). Most subset associations were driven primarily by only one subtype. Genome-wide genetic correlations between pairs of subtypes varied broadly from 0.20 to 0.86, suggesting substantial heterogeneity in the extent of shared heritability among subtypes. Polygenic risk score analyses of established loci for different lymphoid malignancies identified strong associations with some NHL subtypes (P < 5 × 10-8), but weak or null associations with others. Although our analyses suggest partially shared heritability and biological pathways, they reveal substantial heterogeneity among NHL subtypes with each having its own distinct germline genetic architecture.
Collapse
Affiliation(s)
- Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA.
| | - Joseph Vijai
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yolanda Benavente
- Cancer Epidemiology Research Programme, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain
| | - Nicola J Camp
- Department of Internal Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Alexandra Nieters
- Institute for Immunodeficiency, University Medical Center Freiburg, Freiburg, Germany
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Karin E Smedby
- Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
- Hematology Center, Karolinska University Hospital, Stockholm, Sweden
| | | | - Henrik Hjalgrim
- Department of Epidemiology Research, Division of Health Surveillance and Research, Statens Serum Institut, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Department of Haematology, Rigshospitalet, Copenhagen, Denmark
- Danish Cancer Society Research Center, Danish Cancer Society, Copenhagen, Denmark
| | - Caroline Besson
- Centre Hospitalier de Versailles, Le Chesnay, France
- Université Paris-Saclay, UVSQ, Inserm, Équipe "Exposome et Hérédité", CESP, Villejuif, France
| | - Christine F Skibola
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, USA
| | - Lindsay M Morton
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Angela R Brooks-Wilson
- Genome Sciences Centre, BC Cancer Agency, Vancouver, BC, Canada
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
| | - Lauren R Teras
- Department of Population Science, American Cancer Society, Atlanta, GA, USA
| | - Charles Breeze
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Joshua Arias
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Hans-Olov Adami
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Institute of Health and Society, Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Kenneth C Anderson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Stephen M Ansell
- Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Bryan Bassig
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Nikolaus Becker
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Baden-Württemberg, Germany
| | - Parveen Bhatti
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Brenda M Birmann
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Paolo Boffetta
- Stony Brook Cancer Center, Stony Brook University, Stony Brook, New York, 11794, NY, USA
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, 41026, Italy
| | - Paige M Bracci
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Paul Brennan
- International Agency for Research on Cancer (IARC), Lyon, France
| | - Elizabeth E Brown
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Laurie Burdett
- Cancer Genomics Research Laboratory, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, MA, USA
| | - Lisa A Cannon-Albright
- Department of Internal Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
- George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT, USA
| | - Ellen T Chang
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
- Center for Health Sciences, Exponent, Inc., Menlo Park, CA, USA
| | - Brian C H Chiu
- Department of Public Health Sciences University of Chicago, Chicago, IL, USA
| | - Charles C Chung
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Jacqueline Clavel
- CRESS, UMR1153, INSERM, Villejuif, France
- Université de Paris-Cité, Villejuif, France
| | - Pierluigi Cocco
- Centre for Occupational and Environmental Health, Division of Population Science, Health Services Research & Primary Care, University of Manchester, Manchester, United Kingdom
| | - Graham Colditz
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Lucia Conde
- Bill Lyons Informatics Centre, UCL Cancer Institute, University College London, London, United Kingdom
| | - David V Conti
- Department of Population and Public Health Sciences, USC Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - David G Cox
- INSERM U1052, Cancer Research Center of Lyon, Centre Léon Bérard, Lyon, France
| | - Karen Curtin
- Department of Internal Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Delphine Casabonne
- Cancer Epidemiology Research Programme, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain
| | - Immaculata De Vivo
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Arjan Diepstra
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - W Ryan Diver
- Department of Population Science, American Cancer Society, Atlanta, GA, USA
| | - Ahmet Dogan
- Departments of Laboratory Medicine and Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Christopher K Edlund
- Department of Population and Public Health Sciences, USC Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Lenka Foretova
- Department of Cancer Epidemiology and Genetics, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Joseph F Fraumeni
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Attilio Gabbas
- Department of Public Health, Clinical and Molecular Medicine, University of Cagliari, Monserrato, Cagliari, Italy
| | - Hervé Ghesquières
- Department of Hematology, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre Benite, France
- CIRI, Centre International de Recherche en Infectiologie, Team Lymphoma Immuno-Biology, Univ Lyon, Inserm, U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
| | - Graham G Giles
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VC, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VC, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VC, Australia
| | - Sally Glaser
- Cancer Prevention Institute of California, Fremont, CA, USA
- Stanford Cancer Institute, Stanford, CA, USA
| | - Martha Glenn
- Department of Internal Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Bengt Glimelius
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Jian Gu
- Department of Epidemiology, MD Anderson Cancer Center, Houston, TX, USA
| | | | - Christopher A Haiman
- Department of Population and Public Health Sciences, USC Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Corinne Haioun
- Lymphoid Malignancies Unit, Henri Mondor Hospital and University Paris Est, Créteil, France
| | - Jonathan N Hofmann
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Theodore R Holford
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
| | - Elizabeth A Holly
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Amy Hutchinson
- Cancer Genomics Research Laboratory, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, MA, USA
| | - Aalin Izhar
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rebecca D Jackson
- Division of Endocrinology, Diabetes and Metabolism, The Ohio State University, Columbus, OH, USA
| | - Ruth F Jarrett
- MRC-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Rudolph Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Baden-Württemberg, Germany
| | - Eleanor Kane
- Department of Health Sciences, University of York, York, United Kingdom
| | - Laurence N Kolonel
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Yinfei Kong
- Information Systems and Decision Sciences, California State University, Fullerton, Fullerton, CA, USA
| | - Peter Kraft
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Anne Kricker
- Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
| | - Annette Lake
- MRC-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Qing Lan
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | | | - Dalin Li
- F. Widjaja Family Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Mark Liebow
- Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Brian K Link
- Department of Internal Medicine, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
| | - Corrado Magnani
- CPO-Piemonte and Unit of Medical Statistics and Epidemiology, Department Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Marc Maynadie
- INSERM U1231, EA 4184, Registre des Hémopathies Malignes de Côte d'Or, University of Burgundy and Dijon University Hospital, Dijon, France
| | - James McKay
- International Agency for Research on Cancer (IARC), Lyon, France
| | - Mads Melbye
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Jebsen Center for Genetic epidemiology, NTNU, Trondheim, Norway
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Department of Genetics, Stanford University Medical School, Stanford, CA, USA
| | - Lucia Miligi
- Environmental and Occupational Epidemiology Unit, Cancer Prevention and Research Institute (ISPO), Florence, Italy
| | - Roger L Milne
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VC, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VC, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VC, Australia
| | - Thierry J Molina
- Department of Pathology, APHP, Necker and Robert Debré, Université Paris Cité, Institut Imagine, INSERM U1163, Paris, France
| | - Alain Monnereau
- CRESS, UMR1153, INSERM, Villejuif, France
- Registre des hémopathies malignes de la Gironde, Institut Bergonié, Bordeaux, Cedex, France
| | | | - Kari E North
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Carolina Center for Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Anne J Novak
- Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Kenan Onel
- Donald and Barbara Zucker School of Medicine, Hofstra/Northwell, Hempstead, New York, NY, USA
| | - Mark P Purdue
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Kristin A Rand
- Department of Population and Public Health Sciences, USC Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Elio Riboli
- School of Public Health, Imperial College London, London, United Kingdom
| | - Jacques Riby
- Department of Epidemiology, School of Public Health and Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, USA
- Division of Environmental Health Sciences, University of California Berkeley School of Public Health, Berkeley, CA, USA
| | - Eve Roman
- Department of Health Sciences, University of York, York, United Kingdom
| | - Gilles Salles
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Douglas W Sborov
- Department of Internal Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Richard K Severson
- Department of Family Medicine and Public Health Sciences, Wayne State University, Detroit, MI, USA
| | - Tait D Shanafelt
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Martyn T Smith
- Division of Environmental Health Sciences, University of California Berkeley School of Public Health, Berkeley, CA, USA
| | - Alexandra Smith
- Department of Health Sciences, University of York, York, United Kingdom
| | - Kevin W Song
- Leukemia/Bone Marrow Transplantation Program, BC Cancer Agency, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Lei Song
- Center for Cancer Research, National Cancer Institute, Frederick, MA, USA
| | - Melissa C Southey
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VC, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VC, Australia
- Department of Clinical Pathology, Melbourne Medical School, The University of Melbourne, VC, 3010, Australia
| | - John J Spinelli
- Cancer Control Research, BC Cancer Agency, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Anthony Staines
- School of Nursing, Psychotherapy and Community Health, Dublin City University, Dublin, Ireland
| | - Deborah Stephens
- Department of Internal Medicine and Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Heather J Sutherland
- Leukemia/Bone Marrow Transplantation Program, BC Cancer Agency, Vancouver, BC, Canada
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Kaitlyn Tkachuk
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Hervé Tilly
- Centre Henri Becquerel, Université de Rouen, Rouen, France
| | - Lesley F Tinker
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Ruth C Travis
- Cancer Epidemiology Unit, University of Oxford, Oxford, United Kingdom
| | - Jenny Turner
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
- Department of Histopathology, Douglass Hanly Moir Pathology, Sydney, NSW, Australia
| | - Celine M Vachon
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Claire M Vajdic
- The Kirby Institute, University of New South Wales, Sydney, NSW, Australia
| | - Anke Van Den Berg
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - David J Van Den Berg
- Department of Population and Public Health Sciences, USC Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Roel C H Vermeulen
- Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Paolo Vineis
- MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London, London, United Kingdom
- Human Genetics Foundation, Turin, Italy
| | - Sophia S Wang
- Division of Health Analytics, City of Hope Beckman Research Institute, Duarte, CA, USA
| | | | - George J Weiner
- Department of Internal Medicine, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
| | - Stephanie Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Nicole Wong Doo
- Concord Clinical School, University of Sydney, Concord, NSW, Australia
| | - Yuanqing Ye
- Department of Epidemiology, MD Anderson Cancer Center, Houston, TX, USA
| | - Meredith Yeager
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
- Cancer Genomics Research Laboratory, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Gaithersburg, MA, USA
| | - Kai Yu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Anne Zeleniuch-Jacquotte
- Department of Population Health, New York University School of Medicine, New York, NY, USA
- Department of Environmental Medicine, New York University School of Medicine, New York, NY, USA
- Perlmutter Cancer Center, NYU Langone Medical Center, New York, NY, USA
| | - Yawei Zhang
- Department of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA
| | - Tongzhang Zheng
- Department of Epidemiology, Brown University, Providence, RI, USA
| | - Elad Ziv
- Division of General Internal Medicine, Department of Medicine, Institute of Human Genetics, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
| | - Joshua Sampson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Nilanjan Chatterjee
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MA, USA
- Department of Oncology, School of Medicine, Johns Hopkins University, Baltimore, MA, USA
| | - Kenneth Offit
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Wendy Cozen
- Chao Family Comprehensive Cancer Center, University of California, Irvine, Irvine, CA, USA
| | - Xifeng Wu
- Department of Epidemiology, MD Anderson Cancer Center, Houston, TX, USA
| | - James R Cerhan
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| | - Susan L Slager
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Nathaniel Rothman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Md, USA
| |
Collapse
|
4
|
Matejcic M, Shaban HA, Quintana MW, Schumacher FR, Edlund CK, Naghi L, Pai RK, Haile RW, Levine AJ, Buchanan DD, Jenkins MA, Figueiredo JC, Rennert G, Gruber SB, Li L, Casey G, Conti DV, Schmit SL. Rare Variants in the DNA Repair Pathway and the Risk of Colorectal Cancer. Cancer Epidemiol Biomarkers Prev 2021; 30:895-903. [PMID: 33627384 DOI: 10.1158/1055-9965.epi-20-1457] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 12/14/2020] [Accepted: 02/22/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Inherited susceptibility is an important contributor to colorectal cancer risk, and rare variants in key genes or pathways could account in part for the missing proportion of colorectal cancer heritability. METHODS We conducted an exome-wide association study including 2,327 cases and 2,966 controls of European ancestry from three large epidemiologic studies. Single variant associations were tested using logistic regression models, adjusting for appropriate study-specific covariates. In addition, we examined the aggregate effects of rare coding variation at the gene and pathway levels using Bayesian model uncertainty techniques. RESULTS In an exome-wide gene-level analysis, we identified ST6GALNAC2 as the top associated gene based on the Bayesian risk index (BRI) method [summary Bayes factor (BF)BRI = 2604.23]. A rare coding variant in this gene, rs139401613, was the top associated variant (P = 1.01 × 10-6) in an exome-wide single variant analysis. Pathway-level association analyses based on the integrative BRI (iBRI) method found extreme evidence of association with the DNA repair pathway (BFiBRI = 17852.4), specifically with the nonhomologous end joining (BFiBRI = 437.95) and nucleotide excision repair (BFiBRI = 36.96) subpathways. The iBRI method also identified RPA2, PRKDC, ERCC5, and ERCC8 as the top associated DNA repair genes (summary BFiBRI ≥ 10), with rs28988897, rs8178232, rs141369732, and rs201642761 being the most likely associated variants in these genes, respectively. CONCLUSIONS We identified novel variants and genes associated with colorectal cancer risk and provided additional evidence for a role of DNA repair in colorectal cancer tumorigenesis. IMPACT This study provides new insights into the genetic predisposition to colorectal cancer, which has potential for translation into improved risk prediction.
Collapse
Affiliation(s)
- Marco Matejcic
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida
| | - Hiba A Shaban
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida
| | | | - Fredrick R Schumacher
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio.,Seidman Cancer Center, University Hospitals, Cleveland, Ohio
| | - Christopher K Edlund
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Leah Naghi
- Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, New York, New York
| | - Rish K Pai
- Department of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Scottsdale, Arizona
| | - Robert W Haile
- Department of Medicine, Research Center for Health Equity, Cedars-Sinai Samuel Oschin Comprehensive Cancer Center, Los Angeles, California
| | - A Joan Levine
- Department of Medicine, Research Center for Health Equity, Cedars-Sinai Samuel Oschin Comprehensive Cancer Center, Los Angeles, California
| | - Daniel D Buchanan
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria, Australia.,Victorian Comprehensive Cancer Centre, University of Melbourne, Centre for Cancer Research, Parkville, Victoria, Australia.,Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Jane C Figueiredo
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Gad Rennert
- Clalit National Cancer Control Center, Carmel Medical Center and Technion Faculty of Medicine, Haifa, Israel
| | | | - Li Li
- Department of Family Medicine, University of Virginia, Charlottesville, Virginia
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, Virginia
| | - David V Conti
- Department of Preventive Medicine, Division of Biostatistics, University of Southern California, Los Angeles, California
| | - Stephanie L Schmit
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, Florida. .,Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, Florida
| |
Collapse
|
5
|
Archambault AN, Su YR, Jeon J, Thomas M, Lin Y, Conti DV, Win AK, Sakoda LC, Lansdorp-Vogelaar I, Peterse EFP, Zauber AG, Duggan D, Holowatyj AN, Huyghe JR, Brenner H, Cotterchio M, Bézieau S, Schmit SL, Edlund CK, Southey MC, MacInnis RJ, Campbell PT, Chang-Claude J, Slattery ML, Chan AT, Joshi AD, Song M, Cao Y, Woods MO, White E, Weinstein SJ, Ulrich CM, Hoffmeister M, Bien SA, Harrison TA, Hampe J, Li CI, Schafmayer C, Offit K, Pharoah PD, Moreno V, Lindblom A, Wolk A, Wu AH, Li L, Gunter MJ, Gsur A, Keku TO, Pearlman R, Bishop DT, Castellví-Bel S, Moreira L, Vodicka P, Kampman E, Giles GG, Albanes D, Baron JA, Berndt SI, Brezina S, Buch S, Buchanan DD, Trichopoulou A, Severi G, Chirlaque MD, Sánchez MJ, Palli D, Kühn T, Murphy N, Cross AJ, Burnett-Hartman AN, Chanock SJ, de la Chapelle A, Easton DF, Elliott F, English DR, Feskens EJM, FitzGerald LM, Goodman PJ, Hopper JL, Hudson TJ, Hunter DJ, Jacobs EJ, Joshu CE, Küry S, Markowitz SD, Milne RL, Platz EA, Rennert G, Rennert HS, Schumacher FR, Sandler RS, Seminara D, Tangen CM, Thibodeau SN, Toland AE, van Duijnhoven FJB, Visvanathan K, Vodickova L, Potter JD, Männistö S, Weigl K, Figueiredo J, Martín V, Larsson SC, Parfrey PS, Huang WY, Lenz HJ, Castelao JE, Gago-Dominguez M, Muñoz-Garzón V, Mancao C, Haiman CA, Wilkens LR, Siegel E, Barry E, Younghusband B, Van Guelpen B, Harlid S, Zeleniuch-Jacquotte A, Liang PS, Du M, Casey G, Lindor NM, Le Marchand L, Gallinger SJ, Jenkins MA, Newcomb PA, Gruber SB, Schoen RE, Hampel H, Corley DA, Hsu L, Peters U, Hayes RB. Cumulative Burden of Colorectal Cancer-Associated Genetic Variants Is More Strongly Associated With Early-Onset vs Late-Onset Cancer. Gastroenterology 2020; 158:1274-1286.e12. [PMID: 31866242 PMCID: PMC7103489 DOI: 10.1053/j.gastro.2019.12.012] [Citation(s) in RCA: 96] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 11/22/2019] [Accepted: 12/09/2019] [Indexed: 02/08/2023]
Abstract
BACKGROUND & AIMS Early-onset colorectal cancer (CRC, in persons younger than 50 years old) is increasing in incidence; yet, in the absence of a family history of CRC, this population lacks harmonized recommendations for prevention. We aimed to determine whether a polygenic risk score (PRS) developed from 95 CRC-associated common genetic risk variants was associated with risk for early-onset CRC. METHODS We studied risk for CRC associated with a weighted PRS in 12,197 participants younger than 50 years old vs 95,865 participants 50 years or older. PRS was calculated based on single nucleotide polymorphisms associated with CRC in a large-scale genome-wide association study as of January 2019. Participants were pooled from 3 large consortia that provided clinical and genotyping data: the Colon Cancer Family Registry, the Colorectal Transdisciplinary Study, and the Genetics and Epidemiology of Colorectal Cancer Consortium and were all of genetically defined European descent. Findings were replicated in an independent cohort of 72,573 participants. RESULTS Overall associations with CRC per standard deviation of PRS were significant for early-onset cancer, and were stronger compared with late-onset cancer (P for interaction = .01); when we compared the highest PRS quartile with the lowest, risk increased 3.7-fold for early-onset CRC (95% CI 3.28-4.24) vs 2.9-fold for late-onset CRC (95% CI 2.80-3.04). This association was strongest for participants without a first-degree family history of CRC (P for interaction = 5.61 × 10-5). When we compared the highest with the lowest quartiles in this group, risk increased 4.3-fold for early-onset CRC (95% CI 3.61-5.01) vs 2.9-fold for late-onset CRC (95% CI 2.70-3.00). Sensitivity analyses were consistent with these findings. CONCLUSIONS In an analysis of associations with CRC per standard deviation of PRS, we found the cumulative burden of CRC-associated common genetic variants to associate with early-onset cancer, and to be more strongly associated with early-onset than late-onset cancer, particularly in the absence of CRC family history. Analyses of PRS, along with environmental and lifestyle risk factors, might identify younger individuals who would benefit from preventive measures.
Collapse
Affiliation(s)
- Alexi N Archambault
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, New York
| | - Yu-Ru Su
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Jihyoun Jeon
- Department of Epidemiology, University of Michigan, Ann Arbor, Michigan
| | - Minta Thomas
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Yi Lin
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - David V Conti
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Lori C Sakoda
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Iris Lansdorp-Vogelaar
- Department of Public Health, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Elisabeth F P Peterse
- Department of Public Health, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Ann G Zauber
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - David Duggan
- Translational Genomics Research Institute, An Affiliate of City of Hope, Phoenix, Arizona
| | - Andreana N Holowatyj
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, Utah
| | - Jeroen R Huyghe
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany; Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michelle Cotterchio
- Population Health and Prevention, Cancer Care Ontario, Toronto, Ontario, Canada
| | - Stéphane Bézieau
- Service de Génétique Médicale, Centre Hospitalier Universitaire (CHU) Nantes, Nantes, France
| | - Stephanie L Schmit
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California; Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Christopher K Edlund
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Melissa C Southey
- Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Melbourne, Australia
| | - Robert J MacInnis
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia; Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Peter T Campbell
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, Georgia
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany; University Medical Centre Hamburg-Eppendorf, University Cancer Centre Hamburg (UCCH), Hamburg, Germany
| | - Martha L Slattery
- Department of Internal Medicine, University of Utah, Salt Lake City, Utah
| | - Andrew T Chan
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts; Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Broad Institute of Harvard and MIT, Cambridge, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts; Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Amit D Joshi
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Mingyang Song
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Yin Cao
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Division of Public Health Sciences, Department of Surgery, Washington University in St. Louis, St. Louis, Missouri
| | - Michael O Woods
- Memorial University of Newfoundland, Discipline of Genetics, St. John's, Newfoundland, Canada
| | - Emily White
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; Department of Epidemiology, University of Washington School of Public Health, Seattle, Washington
| | - Stephanie J Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Cornelia M Ulrich
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, Utah
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stephanie A Bien
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Tabitha A Harrison
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Jochen Hampe
- Department of Medicine I, University Hospital Dresden, Technische Universität Dresden (TU Dresden), Dresden, Germany
| | - Christopher I Li
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Clemens Schafmayer
- Department of General and Thoracic Surgery, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Kenneth Offit
- Clinical Genetics Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York; Department of Medicine, Weill Cornell Medical College, New York, New York
| | - Paul D Pharoah
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Victor Moreno
- Cancer Prevention and Control Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain; Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Annika Lindblom
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden; Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Anna H Wu
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Li Li
- Department of Family Medicine, University of Virginia, Charlottesville, Virginia
| | - Marc J Gunter
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Andrea Gsur
- Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Temitope O Keku
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, North Carolina
| | - Rachel Pearlman
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, Ohio
| | - D Timothy Bishop
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, UK
| | - Sergi Castellví-Bel
- Gastroenterology Department, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of Barcelona, Barcelona, Spain
| | - Leticia Moreira
- Gastroenterology Department, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of Barcelona, Barcelona, Spain
| | - Pavel Vodicka
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic; Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, Prague, Czech Republic; Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
| | - Ellen Kampman
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia; Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Demetrius Albanes
- Department of Epidemiology, University of Washington School of Public Health, Seattle, Washington
| | - John A Baron
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Sonja I Berndt
- Department of Epidemiology, University of Washington School of Public Health, Seattle, Washington
| | - Stefanie Brezina
- Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Stephan Buch
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, Utah
| | - Daniel D Buchanan
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia; Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria, Australia; Genomic Medicine and Family Cancer Clinic, The Royal Melbourne Hospital, Parkville, Victoria, Australia; University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Victoria, Australia
| | | | - Gianluca Severi
- Centre de Recherche en Épidémiologie et Santé des Populations (CESP, Inserm U1018), Facultés de Médecine, Université Paris-Saclay, Gustave Roussy, Villejuif, France
| | - María-Dolores Chirlaque
- CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain; Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia University, Murcia, Spain
| | - Maria-José Sánchez
- Escuela Andaluza de Salud Pública, CIBER de Epidemiología y Salud Pública, Granada, Spain
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Neil Murphy
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Amanda J Cross
- School of Public Health, Imperial College London, London, UK
| | | | - Stephen J Chanock
- Department of Epidemiology, University of Washington School of Public Health, Seattle, Washington
| | - Albert de la Chapelle
- Department of Cancer Biology and Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
| | - Douglas F Easton
- Department of Medicine, Weill Cornell Medical College, New York, New York
| | - Faye Elliott
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, UK
| | - Dallas R English
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia; Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Edith J M Feskens
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands
| | - Liesel M FitzGerald
- Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Victoria, Australia; Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Phyllis J Goodman
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia; Department of Epidemiology, School of Public Health and Institute of Health and Environment, Seoul National University, Seoul, South Korea
| | - Thomas J Hudson
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - David J Hunter
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts; Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Eric J Jacobs
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, Georgia
| | - Corinne E Joshu
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Sébastien Küry
- Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Sanford D Markowitz
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Roger L Milne
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia; Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Elizabeth A Platz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Gad Rennert
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel; Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel; Clalit National Cancer Control Center, Haifa, Israel
| | - Hedy S Rennert
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel; Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel; Clalit National Cancer Control Center, Haifa, Israel
| | - Fredrick R Schumacher
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio
| | - Robert S Sandler
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, North Carolina
| | - Daniela Seminara
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland
| | - Catherine M Tangen
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Stephen N Thibodeau
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Amanda E Toland
- Department of Cancer Biology and Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
| | | | - Kala Visvanathan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Ludmila Vodickova
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic; Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, Prague, Czech Republic; Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
| | - John D Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Satu Männistö
- Department of Public Health Solutions, National Institute for Health and Welfare, Helsinki, Finland
| | - Korbinian Weigl
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany; Medical Faculty, University of Heidelberg, Heidelberg, Germany
| | - Jane Figueiredo
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California; Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Vicente Martín
- CIBER in Epidemiology and Public Health (CIBERESP), Madrid, Spain; Biomedicine Institute (IBIOMED), University of León, León, Spain
| | - Susanna C Larsson
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Patrick S Parfrey
- The Clinical Epidemiology Unit, Memorial University Medical School, St. John's, Newfoundland, Canada
| | - Wen-Yi Huang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Heinz-Josef Lenz
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Jose E Castelao
- Instituto de Investigación Sanitaria Galicia Sur (IISGS), Xerencia de Xestion Integrada de Vigo-SERGAS, Oncology and Genetics Unit, Vigo, Spain
| | - Manuela Gago-Dominguez
- Genomic Medicine Group, Galician Foundation of Genomic Medicine, Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Complejo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain; Moores Cancer Center, University of California San Diego, La Jolla, California
| | - Victor Muñoz-Garzón
- Radiotherapy Department, Complejo Hospitalario Universitario de Vigo, SERGAS, Vigo, Spain
| | | | - Christopher A Haiman
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Lynne R Wilkens
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Erin Siegel
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Elizabeth Barry
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Ban Younghusband
- Memorial University of Newfoundland, Discipline of Genetics, St. John's, Newfoundland, Canada
| | - Bethany Van Guelpen
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden; Department of Radiation Sciences, Oncology Unit, Umeå University, Umeå, Sweden
| | - Sophia Harlid
- Department of Radiation Sciences, Oncology Unit, Umeå University, Umeå, Sweden
| | - Anne Zeleniuch-Jacquotte
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, New York
| | - Peter S Liang
- Department of Medicine, New York University School of Medicine, New York, New York
| | - Mengmeng Du
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, Virginia
| | - Noralane M Lindor
- Department of Health Science Research, Mayo Clinic, Scottsdale, Arizona
| | - Loic Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Steven J Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; School of Public Health, University of Washington, Seattle, Washington
| | - Stephen B Gruber
- Center for Precision Medicine & Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, California
| | - Robert E Schoen
- Department of Medicine and Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Heather Hampel
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, Ohio
| | - Douglas A Corley
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; Department of Biostatistics, University of Washington, Seattle, Washington
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington; Memorial University of Newfoundland, Discipline of Genetics, St. John's, Newfoundland, Canada.
| | - Richard B Hayes
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, New York.
| |
Collapse
|
6
|
Jiang X, Finucane HK, Schumacher FR, Schmit SL, Tyrer JP, Han Y, Michailidou K, Lesseur C, Kuchenbaecker KB, Dennis J, Conti DV, Casey G, Gaudet MM, Huyghe JR, Albanes D, Aldrich MC, Andrew AS, Andrulis IL, Anton-Culver H, Antoniou AC, Antonenkova NN, Arnold SM, Aronson KJ, Arun BK, Bandera EV, Barkardottir RB, Barnes DR, Batra J, Beckmann MW, Benitez J, Benlloch S, Berchuck A, Berndt SI, Bickeböller H, Bien SA, Blomqvist C, Boccia S, Bogdanova NV, Bojesen SE, Bolla MK, Brauch H, Brenner H, Brenton JD, Brook MN, Brunet J, Brunnström H, Buchanan DD, Burwinkel B, Butzow R, Cadoni G, Caldés T, Caligo MA, Campbell I, Campbell PT, Cancel-Tassin G, Cannon-Albright L, Campa D, Caporaso N, Carvalho AL, Chan AT, Chang-Claude J, Chanock SJ, Chen C, Christiani DC, Claes KBM, Claessens F, Clements J, Collée JM, Correa MC, Couch FJ, Cox A, Cunningham JM, Cybulski C, Czene K, Daly MB, deFazio A, Devilee P, Diez O, Gago-Dominguez M, Donovan JL, Dörk T, Duell EJ, Dunning AM, Dwek M, Eccles DM, Edlund CK, Edwards DRV, Ellberg C, Evans DG, Fasching PA, Ferris RL, Liloglou T, Figueiredo JC, Fletcher O, Fortner RT, Fostira F, Franceschi S, Friedman E, Gallinger SJ, Ganz PA, Garber J, García-Sáenz JA, Gayther SA, Giles GG, Godwin AK, Goldberg MS, Goldgar DE, Goode EL, Goodman MT, Goodman G, Grankvist K, Greene MH, Gronberg H, Gronwald J, Guénel P, Håkansson N, Hall P, Hamann U, Hamdy FC, Hamilton RJ, Hampe J, Haugen A, Heitz F, Herrero R, Hillemanns P, Hoffmeister M, Høgdall E, Hong YC, Hopper JL, Houlston R, Hulick PJ, Hunter DJ, Huntsman DG, Idos G, Imyanitov EN, Ingles SA, Isaacs C, Jakubowska A, James P, Jenkins MA, Johansson M, Johansson M, John EM, Joshi AD, Kaneva R, Karlan BY, Kelemen LE, Kühl T, Khaw KT, Khusnutdinova E, Kibel AS, Kiemeney LA, Kim J, Kjaer SK, Knight JA, Kogevinas M, Kote-Jarai Z, Koutros S, Kristensen VN, Kupryjanczyk J, Lacko M, Lam S, Lambrechts D, Landi MT, Lazarus P, Le ND, Lee E, Lejbkowicz F, Lenz HJ, Leslie G, Lessel D, Lester J, Levine DA, Li L, Li CI, Lindblom A, Lindor NM, Liu G, Loupakis F, Lubiński J, Maehle L, Maier C, Mannermaa A, Marchand LL, Margolin S, May T, McGuffog L, Meindl A, Middha P, Miller A, Milne RL, MacInnis RJ, Modugno F, Montagna M, Moreno V, Moysich KB, Mucci L, Muir K, Mulligan AM, Nathanson KL, Neal DE, Ness AR, Neuhausen SL, Nevanlinna H, Newcomb PA, Newcomb LF, Nielsen FC, Nikitina-Zake L, Nordestgaard BG, Nussbaum RL, Offit K, Olah E, Olama AAA, Olopade OI, Olshan AF, Olsson H, Osorio A, Pandha H, Park JY, Pashayan N, Parsons MT, Pejovic T, Penney KL, Peters WHM, Phelan CM, Phipps AI, Plaseska-Karanfilska D, Pring M, Prokofyeva D, Radice P, Stefansson K, Ramus SJ, Raskin L, Rennert G, Rennert HS, van Rensburg EJ, Riggan MJ, Risch HA, Risch A, Roobol MJ, Rosenstein BS, Rossing MA, De Ruyck K, Saloustros E, Sandler DP, Sawyer EJ, Schabath MB, Schleutker J, Schmidt MK, Setiawan VW, Shen H, Siegel EM, Sieh W, Singer CF, Slattery ML, Sorensen KD, Southey MC, Spurdle AB, Stanford JL, Stevens VL, Stintzing S, Stone J, Sundfeldt K, Sutphen R, Swerdlow AJ, Tajara EH, Tangen CM, Tardon A, Taylor JA, Teare MD, Teixeira MR, Terry MB, Terry KL, Thibodeau SN, Thomassen M, Bjørge L, Tischkowitz M, Toland AE, Torres D, Townsend PA, Travis RC, Tung N, Tworoger SS, Ulrich CM, Usmani N, Vachon CM, Van Nieuwenhuysen E, Vega A, Aguado-Barrera ME, Wang Q, Webb PM, Weinberg CR, Weinstein S, Weissler MC, Weitzel JN, West CML, White E, Whittemore AS, Wichmann HE, Wiklund F, Winqvist R, Wolk A, Woll P, Woods M, Wu AH, Wu X, Yannoukakos D, Zheng W, Zienolddiny S, Ziogas A, Zorn KK, Lane JM, Saxena R, Thomas D, Hung RJ, Diergaarde B, McKay J, Peters U, Hsu L, García-Closas M, Eeles RA, Chenevix-Trench G, Brennan PJ, Haiman CA, Simard J, Easton DF, Gruber SB, Pharoah PDP, Price AL, Pasaniuc B, Amos CI, Kraft P, Lindström S. Publisher Correction: Shared heritability and functional enrichment across six solid cancers. Nat Commun 2019; 10:4386. [PMID: 31548585 PMCID: PMC6757065 DOI: 10.1038/s41467-019-12095-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
Collapse
Affiliation(s)
- Xia Jiang
- Program in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA.
- Unit of Cardiovascular Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Nobels vagen 13, 17177, Stockholm, Sweden.
| | - Hilary K Finucane
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, 75 Ames St, Cambridge, MA, 02142, USA
| | - Fredrick R Schumacher
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, 10900 Eucid Avenue, Cleveland, OH, 44106, USA
- Seidman Cancer Center, University Hospitals, Cleveland, OH, 44106, USA
| | - Stephanie L Schmit
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, 12902 Magnolia Dr. MRC-CANCONT, Tampa, FL, 33612, USA
- Department of Gastrointestinal Oncology, H. Lee Moffitt Cancer Center and Research Institute, 12902 Magnolia Dr. MRC-CANCONT, Tampa, FL, 33612, USA
| | - Jonathan P Tyrer
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Younghun Han
- Department of Biomedical Data Science, The Geisel School of Medicine at Dartmouth, 1 Medical Center Drive, Lebanon, NH, 03756, USA
| | - Kyriaki Michailidou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
- Department of Electron Microscopy/Molecular Pathology, The Cyprus Institute of Neurology and Genetics, 1683, Nicosia, Cyprus
| | - Corina Lesseur
- Genetic Epidemiology Group, International Agency for Research on Cancer, 150 Cours Albert Thomas, 69008, Lyon, France
- Section of Genetics, International Agency for Research on Cancer, 150 cours Albert Thomas, 69008, Lyon, France
| | - Karoline B Kuchenbaecker
- Division of Psychiatry, University College London, Maple House, 149 Tottenham Court Road, London, W1T 7NF, UK
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
| | - Joe Dennis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - David V Conti
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, 48109, USA
| | - Graham Casey
- Public Health Sciences, University of Virginia, P.O. Box 800717, Charlottesville, VI, 22908, USA
- Center for Public Health Genomics, University of Virginia, P.O. Box 800717, Charlottesville, VI, 22908, USA
| | - Mia M Gaudet
- Epidemiology Research Program, American Cancer Society, 250 Williams Street NW, Atlanta, GA, 30303, USA
| | - Jeroen R Huyghe
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA
| | - Melinda C Aldrich
- Department of Thoracic Surgery, Division of Epidemiology, Vanderbilt University Medical Center, 609 Oxford House, Nashville, TN, 37232, USA
| | - Angeline S Andrew
- Department of Neurology, Dartmouth-Hitchcock Medical Center, 7927 Rubin Building, Room 860, One Medical Center Drive, Lebanon, NH, 3756, USA
| | - Irene L Andrulis
- Fred ALitwin Center for Cancer Genetics, Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, 600 University Avenue, Toronto, ON, M5G1X5, Canada
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON, M5S1A8, Canada
| | - Hoda Anton-Culver
- Department of Epidemiology, Genetic Epidemiology Research Institute, University of California Irvine, 224 Irvine Hall, Irvine, CA, 92617, USA
| | - Antonis C Antoniou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Natalia N Antonenkova
- NNAlexandrov Research Institute of Oncology and Medical Radiology, Settlement of Lesnoy-2, 223040, Minsk, Belarus
| | - Susanne M Arnold
- Markey Cancer Center, University of Kentucky, 800 Rose Street, cc445, Lexington, KY, 40508, USA
| | - Kristan J Aronson
- Department of Public Health Sciences, and Cancer Research Institute, Queen's University, 10 Stuart Street, Kingston, ON, K7L 3N6, Canada
| | - Banu K Arun
- Department of Breast Medical Oncology, University of Texas MD Anderson Cancer Center, 1155 Pressler St, Houston, TX, 77030, USA
| | - Elisa V Bandera
- Cancer Prevention and Control Program, Rutgers Cancer Institute of New Jersey, 195 Little Albany Street, Room 5568, New Brunswick, NJ, 08903, USA
| | - Rosa B Barkardottir
- Department of Pathology, Landspitali University Hospital, Hringbraut, Reykjavik, 101, Iceland
- BMC (Biomedical Centre), Faculty of Medicine, University of Iceland, Vatnsmyrarvegi 16, Reykjavik, 101, Iceland
| | - Daniel R Barnes
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Jyotsna Batra
- Australian Prostate Cancer Research Centre-Qld, Translational Research Institute, 37 Kent St, Woolloongabba, QLD, 4102, Australia
- Institute of Health and Biomedical Innovation and School of Biomedical Science, Queensland University of Technology, 60 Musk Ave, Kelvin Grove, QLD, 4059, Australia
| | - Matthias W Beckmann
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen Nuremberg, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Universitaetsstrasse 21-23, 91054, Erlangen, Germany
| | - Javier Benitez
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Calle de Melchor Fernández Almagro, 3, 28029, Madrid, Spain
- Biomedical Network on Rare Diseases (CIBERER), AvMonforte de Lemos, 3-5Pabellón 11Planta 0, 28029, Madrid, Spain
| | - Sara Benlloch
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
- Division of Genetics and Epidemiology, The Institute of Cancer Research, 15 Cotswold Road, London, SM2 5NG, UK
| | - Andrew Berchuck
- Department of Obstetrics and Gynecology, Duke University Medical Center, 25171 Morris Bldg, Durham, NC, 27710, USA
| | - Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA
| | - Heike Bickeböller
- Department of Genetic Epidemiology, University Medical Center Goettingen, Humboldtallee 32, 37073, Goettingen, Germany
| | - Stephanie A Bien
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
- School of Public Health, University of Washington, 1959 NE Pacific Street, Health Science Buidling, F-350, Seattle, WA, 98195, USA
| | - Carl Blomqvist
- Department of Oncology, Helsinki University Hospital, University of Helsinki, Haartmaninkatu 4, 00290, Helsinki, Finland
- Department of Oncology, Örebro University Hospital, 70185, Örebro, Sweden
| | - Stefania Boccia
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168, Roma, Italy
- Università Cattolica del Sacro Cuore, 00168, Roma, Italy
| | - Natalia V Bogdanova
- NNAlexandrov Research Institute of Oncology and Medical Radiology, Settlement of Lesnoy-2, 223040, Minsk, Belarus
- Department of Radiation Oncology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
- Gynaecology Research Unit, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Stig E Bojesen
- Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev Ringvej 75, 2730, Herlev, Denmark
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev Ringvej 75, 2730, Herlev, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Manjeet K Bolla
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Hiltrud Brauch
- DrMargarete Fischer-Bosch-Institute of Clinical Pharmacology, Auerbachstr112, 70376, Stuttgart, Germany
- University of Tübingen, Geschwister-Scholl-Platz, 72074, Tübingen, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Hermann Brenner
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - James D Brenton
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, CB2 0RE, Cambridge, UK
| | - Mark N Brook
- Division of Genetics and Epidemiology, The Institute of Cancer Research, 15 Cotswold Road, London, SM2 5NG, UK
| | - Joan Brunet
- Genetic Counseling Unit, Hereditary Cancer Program, IDIBGI (Institut d'Investigació Biomèdica de Girona), Catalan Institute of Oncology, CIBERONC, AvFrança s/n, 17007, Girona, Spain
| | - Hans Brunnström
- Clinical Sciences, Lund University, Box 117, 221 00, Lund, Sweden
- Department of Genetics and Pathology, Division of Laboratory Medicine, 221 85, Lund, Sweden
| | - Daniel D Buchanan
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, 3010, Australia
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, VIC, 3010, Australia
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, VIC, 3010, Australia
| | - Barbara Burwinkel
- Department of Obstetrics and Gynecology, University of Heidelberg, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany
- Molecular Epidemiology Group, C080, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Ralf Butzow
- Department of Pathology, University of Helsinki and Helsinki University Hospital, Biomedicum Helsinki 4th Floor, Haartmaninkatu 8, 00029, Helsinki, Finland
| | - Gabriella Cadoni
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168, Roma, Italy
- Università Cattolica del Sacro Cuore, 00168, Roma, Italy
| | - Trinidad Caldés
- Medical Oncology Department, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria San Carlos (IdISSC), Centro Investigación Biomédica en Red de Cáncer (CIBERONC), Calle del Prof Martín Lagos, 28040, Madrid, Spain
| | - Maria A Caligo
- Section of Genetic Oncology, Department of Laboratory Medicine, University and University Hospital of Pisa, via Roma 67, 56126, Pisa, Italy
| | - Ian Campbell
- Peter MacCallum Cancer Center, 305 Grattan Street, Melbourne, VIC, 3000, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, 305 Grattan Street, Melbourne, VIC, 3000, Australia
| | - Peter T Campbell
- Epidemiology Research Program, American Cancer Society, 250 Williams Street NW, Atlanta, GA, 30303, USA
| | - Géraldine Cancel-Tassin
- Sorbonne Université, GRC N°5 ONCOTYPE-URO, Tenon Hospital, 75020, Paris, France
- CeRePP, Tenon Hospital, 75020, Paris, France
| | - Lisa Cannon-Albright
- Division of Genetic Epidemiology, Department of Medicine, University of Utah School of Medicine, Salt Lake City, UT, 84112, USA
- George EWahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT, 84112, USA
| | - Daniele Campa
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Department of Biology, University of Pisa, 56126, Pisa, Italy
| | - Neil Caporaso
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA
| | - André L Carvalho
- Molecular Oncology Research Center, Barretos Cancer Hospital, Rua Antenor Duarte Villela, 1331, Barretos, SP, 784-400, Brazil
- Head and Neck Surgery Department, Barretos Cancer Hospital, Pio XII, 1331, Antenor Duarte Villela St, Barretos, SP, 14784-400, Brazil
| | - Andrew T Chan
- Division of Gastroenterology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, 181 Longwood Avenue, Boston, MA, 02115, USA
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Cancer Epidemiology Group, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA
| | - Chu Chen
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
| | - David C Christiani
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
| | - Kathleen B M Claes
- Centre for Medical Genetics, Ghent University, De Pintelaan 185, 9000, Gent, Belgium
| | - Frank Claessens
- Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, 3000, Belgium
| | - Judith Clements
- Australian Prostate Cancer Research Centre-Qld, Translational Research Institute, 37 Kent St, Woolloongabba, QLD, 4102, Australia
- Institute of Health and Biomedical Innovation and School of Biomedical Science, Queensland University of Technology, 60 Musk Ave, Kelvin Grove, QLD, 4059, Australia
| | - J Margriet Collée
- Department of Clinical Genetics, Erasmus University Medical Center, Wytemaweg 80, 3015, Rotterdam, CN, The Netherlands
| | - Marcia Cruz Correa
- University of Puerto Rico Medical Sciences Campus and Comprehensive Cancer Center, San Juan, PR, 00936, USA
| | - Fergus J Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First StSW, Rochester, MN, 55905, USA
| | - Angela Cox
- Sheffield Institute for Nucleic Acids (SInFoNiA), Department of Oncology and Metabolism, University of Sheffield, Western Bank, Sheffield, S10 2TN, UK
| | - Julie M Cunningham
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First StSW, Rochester, MN, 55905, USA
| | - Cezary Cybulski
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University, ulUnii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Kamila Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Karolinska Univ Hospital, 171 76, Stockholm, Sweden
| | - Mary B Daly
- Department of Clinical Genetics, Fox Chase Cancer Center, 333 Cottman Ave, Philadelphia, PA, 19111, USA
| | - Anna deFazio
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, 176 Hawkesbury Rd, Sydney, NSW, 2145, Australia
- Department of Gynaecological Oncology, Westmead Hospital, Hawkesbury Rd & Darcy Rd, Sydney, NSW, 2145, Australia
| | - Peter Devilee
- Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
- Department of Human Genetics, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | - Orland Diez
- Oncogenetics Group, Clinical and Molecular Genetics Area, Vall d'Hebron Institute of Oncology (VHIO), University Hospital, Vall d'Hebron, Passeig de la Vall d'Hebron 119-129, 08035, Barcelona, Spain
| | - Manuela Gago-Dominguez
- Genomic Medicine Group, Galician Foundation of Genomic Medicine, Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Complejo Hospitalario Universitario de Santiago, SERGAS, Travesía da Choupana S/N, 15706, Santiago de Compostela, Spain
- Moores Cancer Center, University of California, San Diego, 3855 Health Sciences Drive, La Jolla, CA, 92037, USA
| | - Jenny L Donovan
- School of Social and Community Medicine, University of Bristol, Bristol, BS8 1TH, UK
| | - Thilo Dörk
- Gynaecology Research Unit, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Eric J Duell
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO-IDIBELL), AvGran Via 199-203, L'Hospitalet de Llobregat, 08908, Barcelona, Spain
| | - Alison M Dunning
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Miriam Dwek
- Department of Biomedical Sciences, Faculty of Science and Technology, University of Westminster, 309 Regent Street, London, W1B 2HW, UK
| | - Diana M Eccles
- Cancer Sciences Academic Unit, Faculty of Medicine, University of Southampton, Tremona Road, Southampton, SO16 6YD, UK
| | - Christopher K Edlund
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Digna R Velez Edwards
- Vanderbilt Epidemiology Center, Vanderbilt Genetics Institute, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, 2525 West End Avenue, Suite 600, Nashville, TN, 37203, USA
| | - Carolina Ellberg
- Department of Cancer Epidemiology, Clinical Sciences, Lund University, Barngatan 4, Skånes universitetssjukhus, 222 42, Lund, Sweden
| | - D Gareth Evans
- Manchester Centre for Genomic Medicine, Division of Evolution and Genomic Sciences, University of Manchester, St Mary's Hospital, Central Manchester University Hospitals NHS Foundation Trust, Oxford Road, Manchester, M13 9WL, UK
| | - Peter A Fasching
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen Nuremberg, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Universitaetsstrasse 21-23, 91054, Erlangen, Germany
- David Geffen School of Medicine, Department of Medicine Division of Hematology and Oncology, University of California at Los Angeles, 10833 Le Conte Ave, Los Angeles, CA, 90095, USA
| | - Robert L Ferris
- Department of Otolaryngology, UPMC Hillman Cancer Center, Cancer Pavilion, University of Pittsburgh, Suite 500, 5150 Centre Avenue, Pittsburgh, PA, 15232, USA
| | - Triantafillos Liloglou
- Molecular and Clinical Cancer Medicine, Roy Castle Lung Cancer Research Programme, The University of Liverpool Institute of Translational Medicine, The Wiliam Duncan Building, 6 West Derby Street, Liverpool, L69 3BX, UK
| | - Jane C Figueiredo
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, CA, 90048, USA
- Keck School of Medicine, University of Southern California, 1450 Biggy Street, Los Angeles, CA, 90033, USA
| | - Olivia Fletcher
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, 123 Old Brompton Road, London, SW7 3RP, UK
| | - Renée T Fortner
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Florentia Fostira
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research 'Demokritos', Neapoleos 10, AgParaskevi, Athens, 15310, Greece
| | - Silvia Franceschi
- Section of Infections, International Agency for Research on Cancer, 150 cours Albert Thomas, 69008, Lyon, France
| | - Eitan Friedman
- The Susanne Levy Gertner Oncogenetics Unit, Chaim Sheba Medical Center, Emek HaEla St 1, 52621, Ramat Gan, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Haim Levanon 30, 69978, Ramat Aviv, Israel
| | - Steven J Gallinger
- Department of Surgery, Mount Sinai Hospital, 600 University Avenue, Toronto, ON, M5G 1X5, Canada
- Samuel Lunenfeld Research Institute, 600 University Avenue, Toronto, ON, M5G 1X5, Canada
- University Health Network Toronto General Hospital, 200 Elizabeth St, Toronto, ON, M5G 2C4, Canada
| | - Patricia A Ganz
- Schools of Medicine and Public Health, Division of Cancer Prevention & Control Research, Jonsson Comprehensive Cancer Centre, UCLA, 650 Charles Young Drive South, Los Angeles, CA, 90095-6900, USA
| | - Judy Garber
- Cancer Risk and Prevention Clinic, Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
| | - José A García-Sáenz
- Medical Oncology Department, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria San Carlos (IdISSC), Centro Investigación Biomédica en Red de Cáncer (CIBERONC), Calle del Prof Martín Lagos, 28040, Madrid, Spain
| | - Simon A Gayther
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, USA
- Center for Cancer Prevention and Translational Genomics, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Spielberg Building, 8725 Alden Dr, Los Angeles, CA, 90048, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Spielberg Building, 8725 Alden Dr, Los Angeles, CA, 90048, USA
| | - Graham G Giles
- Cancer Epidemiology & Intelligence Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC, 3004, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 1, 723 Swanston Street, Melbourne, VIC, 3010, Australia
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Andrew K Godwin
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS, 66160, USA
| | - Mark S Goldberg
- Department of Medicine, McGill University, 1001 Decarie Boulevard, Montréal, QC, H4A3J1, Canada
- Division of Clinical Epidemiology, Royal Victoria Hospital, McGill University, 1001 Decarie Boulevard, Montréal, QC, H4A3J1, Canada
| | - David E Goldgar
- Department of Dermatology, Huntsman Cancer Institute, University of Utah School of Medicine, 2000 Circle of Hope, Salt Lake City, UT, 84112, USA
| | - Ellen L Goode
- Department of Health Sciences Research, Mayo Clinic, 200 First StSW, Rochester, MN, 55905, USA
| | - Marc T Goodman
- Cancer Prevention and Control, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Room 1S37, Los Angeles, CA, 90048, USA
- Community and Population Health Research Institute, Department of Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Room 1S37, Los Angeles, CA, 90048, USA
| | - Gary Goodman
- Public Health Sciences Division, Swedish Cancer Institute, 1221 Madison StSte 300, Seattle, WA, 98109, USA
| | - Kjell Grankvist
- Unit of Clinical Chemistry, Department of Medical Biosciences, Umeå University, By 6M van 2, Sjukhusomradet, Umea universitet, 901 85, Umea, Sweden
| | - Mark H Greene
- Clinical Genetics Branch, National Cancer Institute, DCEG, 9609 Medical Center Dr, Bethesda, MD, 20850-9772, USA
| | - Henrik Gronberg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Karolinska Univ Hospital, 171 76, Stockholm, Sweden
| | - Jacek Gronwald
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University, ulUnii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Pascal Guénel
- Cancer & Environment Group, Center for Research in Epidemiology and Population Health (CESP), INSERM, University Paris-Sud, University Paris-Saclay, 94805, Villejuif, France
| | - Niclas Håkansson
- Department of Environmental Medicine, Division of Nutritional Epidemiology, Karolinska Institutet, Nobels väg 13, SE-171 77, SE-171, Stockholm, Sweden
| | - Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Karolinska Univ Hospital, 171 76, Stockholm, Sweden
- Department of Oncology, Södersjukhuset, Sjukhusbacken 10, 118 83, Stockholm, Sweden
| | - Ute Hamann
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Freddie C Hamdy
- Nuffield Department of Surgical Sciences, Faculty of Medical Science, John Radcliffe Hospital, University of Oxford, Oxford, OX1 2JD, UK
| | - Robert J Hamilton
- Department of Surgical Oncology, Princess Margaret Cancer Centre, 610 University Avenue, Toronto, Ontario, M5G2M9, Canada
| | - Jochen Hampe
- Department of Internal Medicine 1, University Hospital Dresden, Technische Universität Dresden (TU Dresden), 01307, Dresden, Germany
| | - Aage Haugen
- National Institute of Occupational Health (STAMI), Gydas vei 8, 0033, Oslo, Norway
| | - Florian Heitz
- Department of Gynecology and Gynecologic Oncology, DrHorst Schmidt Kliniken Wiesbaden, Ludwig-Erhard-Straße 100, 65199, Wiesbaden, Germany
- Department of Gynecology and Gynecologic Oncology, Kliniken Essen-Mitte/EvangHuyssens-Stiftung/Knappschaft GmbH, Henricistrasse 92, 45136, Essen, Germany
| | - Rolando Herrero
- Early Detection and Prevention Section, International Agency for Research on Cancer, 150 cours Albert Thomas, 69008, Lyon, France
| | - Peter Hillemanns
- Gynaecology Research Unit, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Estrid Høgdall
- Department of Virus, Lifestyle and Genes, Danish Cancer Society Research Center, Strandboulevarden 49, DK-2100, Copenhagen, Denmark
- Molecular Unit, Department of Pathology, Herlev Hospital, University of Copenhagen, Herlev Ringvej 75, DK-2730, Herlev, Denmark
| | - Yun-Chul Hong
- Preventive Medicine, Seoul National University College of Medicine, 1 Gwanak-ro, Gwanak-gu, Seoul, 151 742, Korea
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 1, 723 Swanston Street, Melbourne, VIC, 3010, Australia
| | - Richard Houlston
- German Research Center for Environmental Health, Institute for Cancer Research, Ingolstadter Landstr1, London, SM2 5NG, UK
| | - Peter J Hulick
- Center for Medical Genetics, NorthShore University HealthSystem, 1000 Central St, Evanston, IL, 60201, USA
- The University of Chicago Pritzker School of Medicine, 924 E 57th St, Chicago, IL, 60637, USA
| | - David J Hunter
- Program in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
| | - David G Huntsman
- British Columbia's Ovarian Cancer Research (OVCARE) Program, Vancouver General Hospital, BC Cancer Agency and University of British Columbia, #3427-600 West 10th Avenue, Vancouver, BC, V5Z 4E6, Canada
- Department of Molecular Oncology, BC Cancer Agency Research Centre, #3427-600 West 10th Avenue, Vancouver, BC, V5Z 4E6, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, #3427-600 West 10th Avenue, Vancouver, BC, V5Z 4E6, Canada
| | - Gregory Idos
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, 48109, USA
| | - Evgeny N Imyanitov
- NNPetrov Institute of Oncology, Leningradskaya ul, 68, StPetersburg, Russia, 197758
| | - Sue Ann Ingles
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, 48109, USA
| | - Claudine Isaacs
- Lombardi Comprehensive Cancer Center, Georgetown University, 3800 Reservoir Road, Washington, DC, 20007, USA
| | - Anna Jakubowska
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University, ulUnii Lubelskiej 1, 71-252, Szczecin, Poland
- Independent Laboratory of Molecular Biology and Genetic Diagnostics, Pomeranian Medical University, Rybacka 1, 70-204, Szczecin, Poland
| | - Paul James
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, 305 Grattan Street, Melbourne, VIC, 3000, Australia
- Parkville Familial Cancer Centre, Peter MacCallum Cancer Center, 305 Grattan Street, Melbourne, VIC, 3000, Australia
| | - Mark A Jenkins
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, 3010, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 1, 723 Swanston Street, Melbourne, VIC, 3010, Australia
| | - Mattias Johansson
- Section of Genetics, International Agency for Research on Cancer, 150 cours Albert Thomas, 69008, Lyon, France
| | - Mikael Johansson
- Department of Radiation Sciences, Umeå University, By 6M van 2, Sjukhusomradet, Umea universitet, 901 85, Umea, Sweden
| | - Esther M John
- Department of Medicine, Division of Oncology and Stanford Cancer Institute, Stanford University School of Medicine, 780 Welch Rd, Stanford, CA, 94304, USA
| | - Amit D Joshi
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, 02114, Boston, MA, USA
| | - Radka Kaneva
- Molecular Medicine Center, Department of Medical Chemistry and Biochemistry, Medical Faculty, Medical University of Sofia, Sofia, 1504, Bulgaria
| | - Beth Y Karlan
- Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, CA, 90048, USA
| | - Linda E Kelemen
- Hollings Cancer Center and Department of Public Health Sciences, Medical University of South Carolina, 68 President Street Bioengineering Building, MSC955, Charleston, SC, 29425, USA
| | - Tabea Kühl
- Cancer Epidemiology, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Kay-Tee Khaw
- Clinical Gerontology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Elza Khusnutdinova
- Department of Genetics and Fundamental Medicine, Bashkir State University, ulZaki Validi 32, Ufa, Russia, 450076
- Institute of Biochemistry and Genetics, Ufa Scientific Center of Russian Academy of Sciences, 71 prosp Oktyabrya, Ufa, Russia, 450054
| | - Adam S Kibel
- Division of Urologic Surgery, Brigham and Womens Hospital, Boston, Massachusettes, 02115, USA
| | - Lambertus A Kiemeney
- Radboud Institute for Health Sciences, Radboud University Medical Center, Geert Grooteplein 21, 6525 EZ, Nijmegen, The Netherlands
| | - Jeri Kim
- Department of Genitourinary Medical Oncology, University of Texas MD Anderson Cancer Center, 1155 Pressler St, Houston, TX, 77030, USA
| | - Susanne K Kjaer
- Department of Virus, Lifestyle and Genes, Danish Cancer Society Research Center, Strandboulevarden 49, DK-2100, Copenhagen, Denmark
- Department of Gynaecology, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, DK-2100, Copenhagen, Denmark
| | - Julia A Knight
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, 60 Murray Street, Toronto, Ontario, M5T 3L9, Canada
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, 155 College Street, Toronto, ON, M5T3M7, Canada
| | - Manolis Kogevinas
- Biomedical Network on Rare Diseases (CIBERER), AvMonforte de Lemos, 3-5Pabellón 11Planta 0, 28029, Madrid, Spain
- Centre for Research in Environmental Epidemiology (CREAL), ISGlobal, 08036, Barcelona, Spain
- IMIM (Hospital del Mar Research Institute), Barcelona, 08003, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, 08002, Spain
| | - Zsofia Kote-Jarai
- Division of Genetics and Epidemiology, The Institute of Cancer Research, 15 Cotswold Road, London, SM2 5NG, UK
| | - Stella Koutros
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Department of Health and Human Services, National Institutes of Health, 9609 Medical Center Dr, Bethesda, MD, 20892, USA
| | - Vessela N Kristensen
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, Ullernchausseen 70, 0379, Oslo, Norway
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Kirkeveien 166, 0450, Oslo, Norway
- Department of Clinical Molecular Biology, Oslo University Hospital, University of Oslo, Kirkeveien 166, 0450, Oslo, Norway
| | - Jolanta Kupryjanczyk
- Department of Pathology and Laboratory Diagnostics, the Maria Sklodowska-Curie Institute - Oncology Center, Roentgena 5, 02-781, Warsaw, Poland
| | - Martin Lacko
- Head and Neck Surgery, Department of Otorhinolaryngology, Maastricht University Medical Center, PDebyelaan 25, POBox 5800, 6202 AZ, Maastricht, The Netherlands
| | - Stephan Lam
- Department of Integrative Oncology, British Columbia Cancer Agency, Room 10-111 675 West 10th Avenue, Vancouver, BC, V5Z1L3, Canada
| | - Diether Lambrechts
- VIB Center for Cancer Biology, VIB, Herestraat 49, 3001, Leuven, Belgium
- Laboratory for Translational Genetics, Department of Human Genetics, University of Leuven, Oude Markt 13, 3000, Leuven, Belgium
| | - Maria Teresa Landi
- Integrative Tumor Epidemiology Branch, DCEG, National Cancer Institute, 9609 Medical Center Drive, Room SG/7E106, Rockville, MD, 20850, USA
| | - Philip Lazarus
- College of Pharmacy, Washington State University, PBS 431 PO Box 1495, Spokane, WA, 99210-1495, USA
| | - Nhu D Le
- Cancer Control Research, BC Cancer Agency, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
| | - Eunjung Lee
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Flavio Lejbkowicz
- Clalit Health Services, Clalit National Israeli Cancer Control Center, Carmel Medical Center, 2 Horev Street, 3436212, Haifa, Israel
| | - Heinz-Josef Lenz
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Goska Leslie
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Davor Lessel
- Institute of Human Genetics, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Jenny Lester
- Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, CA, 90048, USA
| | - Douglas A Levine
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
- Gynecologic Oncology, Laura and Isaac Pearlmutter Cancer Center, NYU Langone Medical Center, 240 East 38th Street 19th Floor, New York, NY, 10016, USA
| | - Li Li
- Department of Family Medicine and Community Health, Mary Ann Swetland Center for Environmental Health, Case Western Reserve University, Cleveland, OH, 44106, USA
- Servicio Galego de Saude (SERGAS), Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), 15706, Santiago De Compostela, Spain
| | - Christopher I Li
- Translational Research Program, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Annika Lindblom
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Karolinska Univ Hospital, 171 76, Stockholm, Sweden
| | - Noralane M Lindor
- Health Sciences Research, Mayo Clinic Arizona, 13400 EShea Blvd, Scottsdale, AZ, 85259, USA
| | - Geoffrey Liu
- Epidemiology Division, Princess Margaret Cancer Centre, 610 University Avenue, Toronto, ON, M5G2M9, Canada
| | - Fotios Loupakis
- Unit of Oncology 1, Department of Clinical and Experimental Oncology, Istituto Oncologico Veneto IRCCS, 35122, Padua, Italy
| | - Jan Lubiński
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University, ulUnii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Lovise Maehle
- Department of Medical Genetics, Oslo University Hospital, Kirkeveien 166, 0450, Oslo, Norway
| | - Christiane Maier
- Institute of Human Genetics, University Hospital Ulm, Prittwitzstrasse 43, 89075, Ulm, Germany
| | - Arto Mannermaa
- Translational Cancer Research Area, University of Eastern Finland, Yliopistonranta 1, 70210, Kuopio, Finland
- Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Yliopistonranta 1, 70210, Finland
- Imaging Center, Department of Clinical Pathology, Kuopio University Hospital, Puijonlaaksontie 2, 70210, Kuopio, Finland
| | - Loic Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, 701 Ilalo St, Honolulu, HI, 96813, USA
| | - Sara Margolin
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, 17177, Sweden
| | - Taymaa May
- Division of Gynecologic Oncology, University Health Network, Princess Margaret Hospital, 610 University Avenue, OPG Wing, 6-811, Toronto, ON, M5G 2M9, Canada
| | - Lesley McGuffog
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Alfons Meindl
- Division of Gynaecology and Obstetrics, , Technische Universität München, Arcisstraße 21, 80333, Munich, Germany
| | - Pooja Middha
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Faculty of Medicine, University of Heidelberg, In Neuenheimer Feld 672, 69120, Heidelberg, Germany
| | - Austin Miller
- NRG Oncology, Statistics and Data Management Center, Roswell Park Cancer Institute, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Roger L Milne
- Cancer Epidemiology & Intelligence Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC, 3004, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 1, 723 Swanston Street, Melbourne, VIC, 3010, Australia
| | - Robert J MacInnis
- Cancer Epidemiology & Intelligence Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC, 3004, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 1, 723 Swanston Street, Melbourne, VIC, 3010, Australia
| | - Francesmary Modugno
- Womens Cancer Research Center, Magee-Womens Research Institute and Hillman Cancer Center, Pittsburgh, PA, 15213, USA
- Division of Gynecologic Oncology, Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh School of Medicine, 300 Halket Street, Pittsburgh, PA, 15213, USA
| | - Marco Montagna
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV - IRCCS, Via Gattamelata 64, Padua, 35128, Italy
| | - Victor Moreno
- Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP) and University of Barcelona, Barcelona, 08908, Spain
| | - Kirsten B Moysich
- Division of Cancer Prevention and Control, Roswell Park Cancer Institute, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Lorelei Mucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
| | - Kenneth Muir
- Division of Population Health, Health Services Research and Primary Care, University of Manchester, Oxford Road, Manchester, M13 9PL, UK
- Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, CV4 7AL, UK
| | - Anna Marie Mulligan
- Department of Laboratory Medicine and Pathobiology, University of Toronto, 1 King's College Circle, Toronto, ON, M5S1A8, Canada
- Laboratory Medicine Program, University Health Network, 200 Elizabeth Street, Toronto, ON, M5G2C4, Canada
| | - Katherine L Nathanson
- Department of Medicine, Abramson Cancer Center, Perelman School of Medicine at the University of Pennsylvania, 3400 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - David E Neal
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, CB2 0RE, Cambridge, UK
- Nuffield Department of Surgical Sciences, Faculty of Medical Science, John Radcliffe Hospital, University of Oxford, Oxford, OX1 2JD, UK
- Department of Oncology, Addenbrooke's Hospital, University of Cambridge, Cambridge, CB1 8RN, UK
| | - Andrew R Ness
- NIHR Bristol Biomedical Research Centre Nutrition Theme, University of Bristol, Upper Maudlin Street, Bristol, BS2 8AE, UK
| | - Susan L Neuhausen
- Department of Population Sciences, Beckman Research Institute of City of Hope, 1500 E Duarte, Duarte, CA, 91010, USA
| | - Heli Nevanlinna
- Department of Obstetrics and Gynecology, Helsinki University Hospital, University of Helsinki, Haartmaninkatu 8, 00290, Helsinki, Finland
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
- School of Public Health, University of Washington, 1959 NE Pacific Street, Health Science Buidling, F-350, Seattle, WA, 98195, USA
| | - Lisa F Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
- Department of Urology, University of Washington, Seattle, Washington, 98195, USA
| | - Finn Cilius Nielsen
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, DK-2100, Copenhagen, Denmark
| | - Liene Nikitina-Zake
- Latvian Biomedical Research and Study Centre, Ratsupites str 1, Riga, LV-1067, Latvia
| | - Børge G Nordestgaard
- Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev Ringvej 75, 2730, Herlev, Denmark
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev Ringvej 75, 2730, Herlev, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Robert L Nussbaum
- Cancer Genetics and Prevention Program, University of California San Francisco, 1600 Divisadero St, San Francisco, CA, 94143-1714, USA
| | - Kenneth Offit
- Clinical Genetics Research Lab, Department of Cancer Biology and Genetics, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
- Clinical Genetics Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - Edith Olah
- Department of Molecular Genetics, National Institute of Oncology, Ráth György u7-9, 1122, Budapest, Hungary
| | - Ali Amin Al Olama
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Olufunmilayo I Olopade
- Center for Clinical Cancer Genetics, The University of Chicago, 5841S Maryland Ave, Chicago, IL, 60637, USA
| | - Andrew F Olshan
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, 135 Dauer Dr, Chapel Hill, NC, 27599-7435, USA
- UNC Lineberger Comprehensive Cancer Center, 450 West Dr, Chapell Hill, NC, 27599, USA
| | - Håkan Olsson
- Department of Cancer Epidemiology, Clinical Sciences, Lund University, Barngatan 4, Skånes universitetssjukhus, 222 42, Lund, Sweden
| | - Ana Osorio
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Calle de Melchor Fernández Almagro, 3, 28029, Madrid, Spain
- Biomedical Network on Rare Diseases (CIBERER), AvMonforte de Lemos, 3-5Pabellón 11Planta 0, 28029, Madrid, Spain
| | - Hardev Pandha
- The University of Surrey, Guildford, Surrey, GU2 7XH, UK
| | - Jong Y Park
- Department of Cancer Epidemiology, HLee Moffitt Cancer Center and Research Institute, 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Nora Pashayan
- Department of Applied Health Research, University College London, 1-19 Torrington Place, London, WC1E 6BT, UK
- Centre for Cancer Genetic Epidemiology, Department of Oncology, Strangeways Laboratory, University of Cambridge, Cambridge, CB1 8RN, UK
| | - Michael T Parsons
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, 300 Herston Road, Brisbane, QLD, 4006, Australia
| | - Tanja Pejovic
- Department of Obstetrics and Gynecology, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, L-466, Portland, OR, 97239, USA
- Knight Cancer Institute, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, L-466, Portland, OR, 97239, USA
| | - Kathryn L Penney
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, 181 Longwood Avenue, Boston, MA, 02115, USA
| | - Wilbert H M Peters
- Department of Gastroenterology, Radboud University Nijmegen Medical Center, Geert Grooteplein Zuid 10, Internal BOBox 433, 6525 GA, Nijmegen, The Netherlands
| | - Catherine M Phelan
- Department of Cancer Epidemiology, HLee Moffitt Cancer Center and Research Institute, 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Amanda I Phipps
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
- Department of Epidemiology, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA
| | - Dijana Plaseska-Karanfilska
- Research Centre for Genetic Engineering and Biotechnology 'Georgi DEfremov', Macedonian Academy of Sciences and Arts, Boulevard Krste Petkov Misirkov, 1000, Skopje, Republic of Macedonia
| | - Miranda Pring
- Bristol Dental School, University of Bristol, Lower Maudlin Street, Bristol, BS1 2LY, UK
| | - Darya Prokofyeva
- Department of Genetics and Fundamental Medicine, Bashkir State University, ulZaki Validi 32, Ufa, Russia, 450076
| | - Paolo Radice
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Research, Fondazione IRCCS (Istituto Di Ricovero e Cura a Carattere Scientifico) Istituto Nazionale dei Tumori (INT), Via Giacomo Venezian 1, 20133, Milan, Italy
| | - Kari Stefansson
- Decode genetics, Sturlugata 8, IS-101 Reykjavik, Reykjavik, Iceland, Iceland
| | - Susan J Ramus
- School of Women's and Children's Health, Faculty of Medicine, University of NSW Sydney, 18 High St, Sydney, NSW, 2052, Australia
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, 384 Victoria Street, Sydney, NSW, 2010, Australia
| | - Leon Raskin
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 1161 21st Ave S # D3300, Nashville, TN, 37232, USA
| | - Gad Rennert
- Clalit National Cancer Control Center, Carmel Medical Center and Technion Faculty of Medicine, 7 Michal Street, 34362, Haifa, Israel
| | - Hedy S Rennert
- Clalit National Cancer Control Center, Carmel Medical Center and Technion Faculty of Medicine, 7 Michal Street, 34362, Haifa, Israel
| | | | - Marjorie J Riggan
- Department of Obstetrics and Gynecology, Duke University Medical Center, 25171 Morris Bldg, Durham, NC, 27710, USA
| | - Harvey A Risch
- Department of Chronic Disease Epidemiology, Yale School of Public Health, 60 College St, New Haven, CT, 06510, USA
| | - Angela Risch
- Cancer Center Cluster Salzburg at PLUS, Department of Molecular Biology, University of Salzburg, Billrothstr11, 5020, Salzburg, Austria
- Division of Epigenomics and Cancer Risk Factors, DKFZ - German Cancer Research Center, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Member of the German Center for Lung Research (DZL), Translational Lung Research Center Heidelberg (TLRC-H), 69120, Heidelberg, Germany
| | - Monique J Roobol
- Department of Urology, Erasmus University Medical Center, Wytemaweg 80, 3015 CN, Rotterdam, The Netherlands
| | - Barry S Rosenstein
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue, New York, NY, 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue, New York, NY, 10029, USA
| | - Mary Anne Rossing
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
- Department of Epidemiology, University of Washington, M4 C308, 1100 Fairview Ave N, Seattle, WA, 98109, USA
| | - Kim De Ruyck
- Faculty of Medicine and Health Sciences, Basic Medical Sciences, Ghent University, De Pintelaan 185, 9000, Gent, Belgium
| | - Emmanouil Saloustros
- Hereditary Cancer Clinic, University Hospital of Heraklion, Voutes, 711 10, Heraklion, Greece
| | - Dale P Sandler
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, 111TWAlexander Drive, Research Triangle Park, NC, 27709, USA
| | - Elinor J Sawyer
- Research Oncology, Guy's Hospital, King's College London, Guy's Hospital Great Maze Pond, London, SE1 9RT, UK
| | - Matthew B Schabath
- Department of Cancer Epidemiology, HLee Moffitt Cancer Center and Research Institute, 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Johanna Schleutker
- Institute of Biomedicine, University of Turku, 20014, Turku, Finland
- Division of Laboratory, Department of Medical Genetics, Turku University Hospital, 20014, Turku, Finland
- Prostate Cancer Research Center, Faculty of Medicine and Life Sciences and BioMediTech Institute, University of Tampere, 33014, Tampere, Finland
| | - Marjanka K Schmidt
- Division of Molecular Pathology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek hospital, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - V Wendy Setiawan
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1450 Biggy Street, Los Angeles, CA, 90033, USA
| | - Hongbing Shen
- Department of Epidemiology and Biostatistics, Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, School of Public Health, Nanjing Medical University, 101 Longmian Ave, Jiangning District, 211166, Nanjing, People's Republic of China
| | - Erin M Siegel
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, 12902 Magnolia Dr. MRC-CANCONT, Tampa, FL, 33612, USA
| | - Weiva Sieh
- Department of Genetics and Genomic Sciences, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue, 2nd floor, New York, NY, 10029, USA
| | - Christian F Singer
- Dept of OB/GYN and Comprehensive Cancer Center, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Martha L Slattery
- Department of Internal Medicine, University of Utah Health Sciences Center, 295 Chipeta Way, Salt Lake City, UT, 84132, USA
| | - Karina Dalsgaard Sorensen
- Department of Molecular Medicine, Aarhus University Hospital, DK-8200, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, DK-8200, Aarhus, Denmark
| | - Melissa C Southey
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, 246 Clayton Road, Clayton, VIC, 3168, Australia
- Department of Clinical Pathology, The University of Melbourne, Cnr Grattan Street and Royal Parade, Melbourne, VIC, 3010, Australia
| | - Amanda B Spurdle
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, 300 Herston Road, Brisbane, QLD, 4006, Australia
| | - Janet L Stanford
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
- Department of Epidemiology, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA
| | - Victoria L Stevens
- Epidemiology Research Program, American Cancer Society, 250 Williams Street NW, Atlanta, GA, 30303, USA
| | - Sebastian Stintzing
- Department of Medicine III, University Hospital, LMU Munich, Marchioninistr15, 81377, Munich, Germany
| | - Jennifer Stone
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 1, 723 Swanston Street, Melbourne, VIC, 3010, Australia
- The Curtin UWA Centre for Genetic Origins of Health and Disease, Curtin University and University of Western Australia, 35 Stirling Hwy, Perth, WA, 6000, Australia
| | - Karin Sundfeldt
- Department of Obstetrics and Gynecology, Sahlgrenska Cancer Center, Inst Clinical Scienses, University of Gothenburg, Blå stråket 6, 41345, Gothenburg, Sweden
| | - Rebecca Sutphen
- Epidemiology Center, College of Medicine, University of South Florida, 3650 Spectrum Blvd, Suite 100, Tampa, FL, 33612, USA
| | - Anthony J Swerdlow
- Division of Genetics and Epidemiology, The Institute of Cancer Research, 15 Cotswold Road, London, SM2 5NG, UK
- Division of Breast Cancer Research, The Institute of Cancer Research, London, SW7 3RP, UK
| | - Eloiza H Tajara
- Department of Molecular Biology, School of Medicine of São José do Rio Preto, Av Brig Faria Lima 5416 Vila São Pedro, São José do Rio Preto, SP, 15090-000, Brazil
- Department of Genetics and Evolutive Biology, Institute of Biosciences, University of São Paulo, Rua do Matão, 321, São Paulo, SP, 05508-090, Brazil
| | - Catherine M Tangen
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, Washington, 98109, USA
| | - Adonina Tardon
- Faculty of Medicine, University of Oviedo and CIBERESP, Campus del Cristo s/n, 33006, Oviedo, Spain
| | - Jack A Taylor
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, 111TWAlexander Drive, Research Triangle Park, NC, 27709, USA
- Epigenetic and Stem Cell Biology Laboratory, National Institute of Environmental Health Sciences, NIH, 111TWAlexander Drive, Research Triangle Park, NC, 27709, USA
| | - M Dawn Teare
- Medical Statistics Group, School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Manuel R Teixeira
- Department of Genetics, Portuguese Oncology Institute, Rua DrAntónio Bernardino de Almeida 62, 4220-072, Porto, Portugal
- Biomedical Sciences Institute (ICBAS), University of Porto, RJorge de Viterbo Ferreira 228, 4050-013, Porto, Portugal
| | - Mary Beth Terry
- Department of Epidemiology, Mailman School of Public Health, Columbia University, 722 West 168th Street, New York, NY, 10032, USA
| | - Kathryn L Terry
- Obstetrics and Gynecology Epidemiology Center, Brigham and Women's Hospital, 221 Longwood Avenue RFB 368, Boston, MA, 02115, USA
- Harvard THChan School of Public Health, 221 Longwood Avenue RFB 368, Boston, MA, 02115, USA
| | - Stephen N Thibodeau
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First StSW, Rochester, MN, 55905, USA
| | - Mads Thomassen
- Department of Clinical Genetics, Odense University Hospital, Sonder Boulevard 29, 5000, Odence C, Denmark
| | - Line Bjørge
- Department of Gynecology and Obstetrics, Haukeland University Hospital, 5021, Bergen, Norway
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Science, University of Bergen, 5021, Bergen, Norway
| | - Marc Tischkowitz
- Program in Cancer Genetics, Departments of Human Genetics and Oncology, McGill University, 1001 Decarie Boulevard, Montréal, QC, H4A3J1, Canada
- Department of Medical Genetics, Cambridge University, Hills Road, Cambridge, CB2 0QQ, UK
| | - Amanda E Toland
- Department of Cancer Biology and Genetics, The Ohio State University, 460W12th Avenue, Columbus, OH, 43210, USA
| | - Diana Torres
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
- Institute of Human Genetics, Pontificia Universidad Javeriana, Carrera 7 No40-90, Bogota, Colombia
| | - Paul A Townsend
- Division of Cancer Sciences, Manchester Cancer Research Centre, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, NIHR Manchester Biomedical Research Centre, Health Innovation Manchester, University of Manchester, Manchester, M20 4GJ, UK
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, UK
| | - Nadine Tung
- Department of Medical Oncology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA, 02215, USA
| | - Shelley S Tworoger
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
- Department of Cancer Epidemiology, HLee Moffitt Cancer Center and Research Institute, 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Cornelia M Ulrich
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, 2000 Circle of Hope, Rm 4125, Salt Lake City, UT, 84112, USA
| | - Nawaid Usmani
- Department of Oncology, Cross Cancer Institute, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada
- Division of Radiation Oncology, Cross Cancer Institute, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada
| | - Celine M Vachon
- Department of Health Sciences Research, Mayo Clinic, 200 First StSW, Rochester, MN, 55905, USA
| | - Els Van Nieuwenhuysen
- Division of Gynecologic Oncology, Department of Obstetrics and Gynaecology and Leuven Cancer Institute, University Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Ana Vega
- Biomedical Network on Rare Diseases (CIBERER), AvMonforte de Lemos, 3-5Pabellón 11Planta 0, 28029, Madrid, Spain
- Fundación Pública Galega Medicina Xenómica & Instituto de Investigación Sanitaria de Santiago de Compostela, calle Choupana s/n, 15706, Santiago De Compostela, Spain
| | - Miguel Elías Aguado-Barrera
- Fundación Pública Galega Medicina Xenómica & Instituto de Investigación Sanitaria de Santiago de Compostela, calle Choupana s/n, 15706, Santiago De Compostela, Spain
| | - Qin Wang
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Penelope M Webb
- Population Health Department, QIMR Berghofer Medical Research Institute, 300 Herston Road, Brisbane, QLD, 4006, Australia
| | - Clarice R Weinberg
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, NIH, 111TWAlexander Drive, Research Triangle Park, NC, 27709, USA
| | - Stephanie Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA
| | - Mark C Weissler
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina at Chapel Hill, Chapel Hill, 27514, NC, USA
| | - Jeffrey N Weitzel
- City of Hope Clinical Cancer Genomics Community Research Network, 1500 East Duarte Road, Duarte, CA, 91010, USA
| | - Catharine M L West
- Division of Cancer Sciences, University of Manchester, Manchester Cancer Research Centre, Manchester Academic Health Science Centre,, The Christie Hospital NHS Foundation Trust, Manchester, M13 9PL, UK
| | - Emily White
- Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
- Department of Epidemiology, University of Washington, 1100 Fairview Ave N, Seattle, WA, 98109, USA
| | - Alice S Whittemore
- Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, 259 Campus Drive, Stanford, CA, 94305, USA
- Department of Biomedical Data Science, Stanford University School of Medicine, 259 Campus Drive, Stanford, CA, 94305, USA
| | - H-Erich Wichmann
- Institute of Medical Informatics, Biometry and Epidemiology, Chair of Epidemiology, Ludwig Maximilians University, Neuherberg D-85764, Munich, 803539, Bavaria, Germany
- Helmholtz Zentrum Munchen, German Research Center for Environmental Health (GmbH), Institute of Epidemiology, Ingolstadter Landstr1, 85764, Neuherberg, Germany
- Institute of Medical Statistics and Epidemiology, Technical University Munich, Munich, 80333, Germany
| | - Fredrik Wiklund
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Karolinska Univ Hospital, 171 76, Stockholm, Sweden
| | - Robert Winqvist
- Laboratory of Cancer Genetics and Tumor Biology, Cancer and Translational Medicine Research Unit, Biocenter Oulu, University of Oulu, Aapistie 5A, 90220, Oulu, Finland
- Laboratory of Cancer Genetics and Tumor Biology, Northern Finland Laboratory Centre Oulu, Aapistie 5A, 90220, Oulu, Finland
| | - Alicja Wolk
- Department of Environmental Medicine, Division of Nutritional Epidemiology, Karolinska Institutet, Nobels väg 13, SE-171 77, SE-171, Stockholm, Sweden
- Department of Surgical Sciences, Uppsala University, 751 85, Uppsala, Sweden
| | - Penella Woll
- Academic Unit of Clinical Oncology, University of Sheffield, Weston Park Hospital, Whitham Road, Sheffield, S10 2SJ, UK
| | - Michael Woods
- Discipline of Genetics, Memorial University of Newfoundland, StJohn's, NL, A1C 5S7, Canada
| | - Anna H Wu
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Xifeng Wu
- Department of Epidemiology, Division of Cancer Prevention and Population Science, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Drakoulis Yannoukakos
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research 'Demokritos', Neapoleos 10, AgParaskevi, Athens, 15310, Greece
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 1161 21st Ave S # D3300, Nashville, TN, 37232, USA
| | - Shanbeh Zienolddiny
- National Institute of Occupational Health (STAMI), Gydas vei 8, 0033, Oslo, Norway
| | - Argyrios Ziogas
- Department of Epidemiology, Genetic Epidemiology Research Institute, University of California Irvine, 224 Irvine Hall, Irvine, CA, 92617, USA
| | - Kristin K Zorn
- Magee-Womens Hospital, University of Pittsburgh School of Medicine, 300 Halket St, Pittsburgh, PA, 15213, USA
| | - Jacqueline M Lane
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, 75 Ames St, Cambridge, MA, 02142, USA
- Center for Genomic Medicine and Department of Anasthesia, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Richa Saxena
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, 75 Ames St, Cambridge, MA, 02142, USA
- Center for Genomic Medicine and Department of Anasthesia, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Duncan Thomas
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Rayjean J Hung
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, 60 Murray Street, Toronto, Ontario, M5T 3L9, Canada
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, 155 College Street, Toronto, ON, M5T3M7, Canada
| | - Brenda Diergaarde
- Human Genetics, Graduate School of Public Health, University of Pittsburgh, UPMC Cancer Pavilion, Suite 4C, Office # 467, 5150 Centre Avenue, Pittsburgh, PA, 15232, USA
- UPMC Hillman Cancer Center, Pittsburgh, 15232, PA, USA
| | - James McKay
- Genetic Cancer Susceptibility Group, International Agency for Research on Cancer, 150 cours Albert Thomas, 69008, Lyon, France
| | - Ulrike Peters
- Department of Epidemiology, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA
| | - Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
| | - Montserrat García-Closas
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA
| | - Rosalind A Eeles
- Division of Genetics and Epidemiology, The Institute of Cancer Research, 15 Cotswold Road, London, SM2 5NG, UK
- Oncogenetics Team, The Institute of Cancer Research and Royal Marsden NHS Foundation Trust, Downs Road, Sutton, SM2 5NG, UK
| | - Georgia Chenevix-Trench
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, 300 Herston Road, Brisbane, QLD, 4006, Australia
| | - Paul J Brennan
- Section of Genetics, International Agency for Research on Cancer, 150 cours Albert Thomas, 69008, Lyon, France
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, 48109, USA
| | - Jacques Simard
- Genomics Center, Centre Hospitalier Universitaire de Québec - Université Laval Research Center, 2705 Laurier Boulevard, Québec City, QC, G1V4G2, Canada
| | - Douglas F Easton
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Stephen B Gruber
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Paul D P Pharoah
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Alkes L Price
- Program in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, 75 Ames St, Cambridge, MA, 02142, USA
| | - Bogdan Pasaniuc
- UCLA Path and Lab Med, University of California, 10833 Le Conte Ave, Los Angeles, CA, 190095, USA
| | - Christopher I Amos
- Department of Medicine, Epidemiology Section, Institute for Clinical and Translational Research, Baylor Medical College, One Baylor Plaza, MS: BCM451, Suite 100D, Houston, TX, 77030-3411, USA
| | - Peter Kraft
- Program in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA.
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA.
| | - Sara Lindström
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA.
- Department of Epidemiology, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA.
| |
Collapse
|
7
|
Schmit SL, Edlund CK, Schumacher FR, Gong J, Harrison TA, Huyghe JR, Qu C, Melas M, Van Den Berg DJ, Wang H, Tring S, Plummer SJ, Albanes D, Alonso MH, Amos CI, Anton K, Aragaki AK, Arndt V, Barry EL, Berndt SI, Bezieau S, Bien S, Bloomer A, Boehm J, Boutron-Ruault MC, Brenner H, Brezina S, Buchanan DD, Butterbach K, Caan BJ, Campbell PT, Carlson CS, Castelao JE, Chan AT, Chang-Claude J, Chanock SJ, Cheng I, Cheng YW, Chin LS, Church JM, Church T, Coetzee GA, Cotterchio M, Cruz Correa M, Curtis KR, Duggan D, Easton DF, English D, Feskens EJM, Fischer R, FitzGerald LM, Fortini BK, Fritsche LG, Fuchs CS, Gago-Dominguez M, Gala M, Gallinger SJ, Gauderman WJ, Giles GG, Giovannucci EL, Gogarten SM, Gonzalez-Villalpando C, Gonzalez-Villalpando EM, Grady WM, Greenson JK, Gsur A, Gunter M, Haiman CA, Hampe J, Harlid S, Harju JF, Hayes RB, Hofer P, Hoffmeister M, Hopper JL, Huang SC, Huerta JM, Hudson TJ, Hunter DJ, Idos GE, Iwasaki M, Jackson RD, Jacobs EJ, Jee SH, Jenkins MA, Jia WH, Jiao S, Joshi AD, Kolonel LN, Kono S, Kooperberg C, Krogh V, Kuehn T, Küry S, LaCroix A, Laurie CA, Lejbkowicz F, Lemire M, Lenz HJ, Levine D, Li CI, Li L, Lieb W, Lin Y, Lindor NM, Liu YR, Loupakis F, Lu Y, Luh F, Ma J, Mancao C, Manion FJ, Markowitz SD, Martin V, Matsuda K, Matsuo K, McDonnell KJ, McNeil CE, Milne R, Molina AJ, Mukherjee B, Murphy N, Newcomb PA, Offit K, Omichessan H, Palli D, Cotoré JPP, Pérez-Mayoral J, Pharoah PD, Potter JD, Qu C, Raskin L, Rennert G, Rennert HS, Riggs BM, Schafmayer C, Schoen RE, Sellers TA, Seminara D, Severi G, Shi W, Shibata D, Shu XO, Siegel EM, Slattery ML, Southey M, Stadler ZK, Stern MC, Stintzing S, Taverna D, Thibodeau SN, Thomas DC, Trichopoulou A, Tsugane S, Ulrich CM, van Duijnhoven FJB, van Guelpan B, Vijai J, Virtamo J, Weinstein SJ, White E, Win AK, Wolk A, Woods M, Wu AH, Wu K, Xiang YB, Yen Y, Zanke BW, Zeng YX, Zhang B, Zubair N, Kweon SS, Figueiredo JC, Zheng W, Marchand LL, Lindblom A, Moreno V, Peters U, Casey G, Hsu L, Conti DV, Gruber SB. Novel Common Genetic Susceptibility Loci for Colorectal Cancer. J Natl Cancer Inst 2019; 111:146-157. [PMID: 29917119 PMCID: PMC6555904 DOI: 10.1093/jnci/djy099] [Citation(s) in RCA: 108] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2017] [Revised: 03/09/2018] [Accepted: 04/27/2018] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Previous genome-wide association studies (GWAS) have identified 42 loci (P < 5 × 10-8) associated with risk of colorectal cancer (CRC). Expanded consortium efforts facilitating the discovery of additional susceptibility loci may capture unexplained familial risk. METHODS We conducted a GWAS in European descent CRC cases and control subjects using a discovery-replication design, followed by examination of novel findings in a multiethnic sample (cumulative n = 163 315). In the discovery stage (36 948 case subjects/30 864 control subjects), we identified genetic variants with a minor allele frequency of 1% or greater associated with risk of CRC using logistic regression followed by a fixed-effects inverse variance weighted meta-analysis. All novel independent variants reaching genome-wide statistical significance (two-sided P < 5 × 10-8) were tested for replication in separate European ancestry samples (12 952 case subjects/48 383 control subjects). Next, we examined the generalizability of discovered variants in East Asians, African Americans, and Hispanics (12 085 case subjects/22 083 control subjects). Finally, we examined the contributions of novel risk variants to familial relative risk and examined the prediction capabilities of a polygenic risk score. All statistical tests were two-sided. RESULTS The discovery GWAS identified 11 variants associated with CRC at P < 5 × 10-8, of which nine (at 4q22.2/5p15.33/5p13.1/6p21.31/6p12.1/10q11.23/12q24.21/16q24.1/20q13.13) independently replicated at a P value of less than .05. Multiethnic follow-up supported the generalizability of discovery findings. These results demonstrated a 14.7% increase in familial relative risk explained by common risk alleles from 10.3% (95% confidence interval [CI] = 7.9% to 13.7%; known variants) to 11.9% (95% CI = 9.2% to 15.5%; known and novel variants). A polygenic risk score identified 4.3% of the population at an odds ratio for developing CRC of at least 2.0. CONCLUSIONS This study provides insight into the architecture of common genetic variation contributing to CRC etiology and improves risk prediction for individualized screening.
Collapse
Affiliation(s)
- Stephanie L Schmit
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
| | | | | | | | | | | | - Chenxu Qu
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
- Public Health Sciences Division
| | - Marilena Melas
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
| | | | - Hansong Wang
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI
| | - Stephanie Tring
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
- National Cancer Center, Tokyo, Japan
- Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Sarah J Plummer
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - M Henar Alonso
- Catalan Institute of Oncology, Bellvitge Biomedical Research Institute
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- University of Barcelona, Barcelona, Spain
| | | | | | | | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research
| | - Elizabeth L Barry
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Hanover, NH
| | - Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | | | - Stephanie Bien
- Centre Hospitalier Universitaire Hotel-Dieu, Nantes, France
| | - Amanda Bloomer
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Juergen Boehm
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, UT
| | - Marie-Christine Boutron-Ruault
- CESP (U1018 INSERM), Facultés de Médecine Université Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif, France
- Gustave Roussy, Villejuif, France
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research
- German Cancer Consortium
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Stefanie Brezina
- Service de Génétique Médicale, Centre Hospitalier Universitaire (CHU), Nantes, France
| | - Daniel D Buchanan
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
- Colorectal Oncogenomics Group, Department of Pathology (DDB) and Genetic Epidemiology Laboratory, Department of Pathology, University of Melbourne, Melbourne, Victoria, Australia
- Genetic Medicine and Familial Cancer Centre, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | | | - Bette J Caan
- Division of Research, Kaiser Permanente Medical Care Program of Northern California, Oakland, CA
| | - Peter T Campbell
- Epidemiology Research Program, American Cancer Society, Atlanta, GA
| | | | - Jose E Castelao
- Genetic Oncology Unit, Instituto de Investigación Sanitaria Galicia Sur (IISGS), Complejo Hospitalario Universitario de Vigo (CHUVI), SERGAS, Vigo (Pontevedra) Spain
| | - Andrew T Chan
- Division of Gastroenterology
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, MA
| | - Jenny Chang-Claude
- Unit of Genetic Epidemiology, Division of Cancer Epidemiology
- Harvard Medical School, Boston, MA
- University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Iona Cheng
- Cancer Prevention Institute of California, Fremont, CA
| | - Ya-Wen Cheng
- Ph.D. Program of Cancer Research and Drug Discovery
| | - Lee Soo Chin
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - James M Church
- Department of Colorectal Surgery, Cleveland Clinic, Cleveland, OH
| | - Timothy Church
- Division of Environmental Health Sciences, University of Minnesota, Minneapolis, MN
| | | | | | | | | | - David Duggan
- Genetic Basis of Human Disease Division, Translational Genomics Research Institute, Phoenix, AZ
| | | | - Dallas English
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Edith J M Feskens
- Division of Human Nutrition, Wageningen University and Research, Wageningen, the Netherlands
| | - Rocky Fischer
- University of Michigan Comprehensive Cancer Center, Ann Arbor, MI
| | - Liesel M FitzGerald
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria, Australia
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | | | - Lars G Fritsche
- Department of Biostatistics and Center for Statistical Genetics, University of Michigan School of Public Health, Ann Arbor, MI
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Sør-Trøndelag, Norway
| | - Charles S Fuchs
- Department of Medical Oncology, Dana-Farber Cancer Institute, Brookline, MA
- Department of Medicine, Brigham and Women’s Institute, Brookline, MA
| | - Manuela Gago-Dominguez
- Genomic Medicine Group, Galician Foundation of Genomic Medicine, Complejo Hospitalario Universitario de Santiago, Servicio Galego de Saude (SERGAS), Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago De Compostela, Spain
- Moores Cancer Center, University of California San Diego, La Jolla, CA
| | | | - Steven J Gallinger
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - W James Gauderman
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Edward L Giovannucci
- Harvard Medical School, Boston, MA
- Channing Division of Network Medicine, Brigham and Women’s Institute, Brookline, MA
| | | | - Clicerio Gonzalez-Villalpando
- Unidad de Investigacion en Diabetes y Riesgo Cardiovascular, Centro de Investigacion en Salud Poblacional, Instituto Nacional de Salud Publica, Cuernavaca, Morelos, Mexico
| | | | - William M Grady
- Department of Medicine, Division of Gastroenterology, School of Medicine
| | - Joel K Greenson
- Department of Pathology, University of Michigan, Ann Arbor, MI
| | - Andrea Gsur
- Medical University of Vienna, Department of Medicine I, Institute of Cancer Research, Vienna, Austria
| | - Marc Gunter
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, MA
| | | | - Jochen Hampe
- Medical Department 1, University Hospital Dresden, TU Dresden, Dresden, Germany
| | - Sophia Harlid
- Department of Radiation Sciences, Oncology, Umea University, Umea, Sweden
| | - John F Harju
- University of Michigan Comprehensive Cancer Center, Ann Arbor, MI
| | - Richard B Hayes
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY
| | - Philipp Hofer
- Medical University of Vienna, Department of Medicine I, Institute of Cancer Research, Vienna, Austria
| | | | - John L Hopper
- Centre for MEGA Epidemiology, The University of Melbourne, Carlton, Victoria, Australia
| | - Shu-Chen Huang
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
| | - Jose Maria Huerta
- Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain
| | - Thomas J Hudson
- AbbVie, Redwood City, CA
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - David J Hunter
- Program in Genetic Epidemiology and Statistical Genetics, Department of Epidemiology, Harvard School of Public Health, Boston, MA
| | - Gregory E Idos
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
| | - Motoki Iwasaki
- Division of Epidemiology, Center for Public Health Sciences
| | | | - Eric J Jacobs
- Epidemiology Research Program, American Cancer Society, Atlanta, GA
| | - Sun Ha Jee
- Department of Epidemiology and Health Promotion, Graduate School of Public Health, Yonsei University, Seoul, South Korea
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Wei-Hua Jia
- State Key Laboratory of Oncology in South China, Cancer Center, Sun Yatsen University, Guangzhou, China
| | | | - Amit D Joshi
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, MA
- Program in Genetic Epidemiology and Statistical Genetics, Department of Epidemiology, Harvard School of Public Health, Boston, MA
| | - Laurence N Kolonel
- Office of Public Health Studies, University of Hawaii Manoa, Honolulu, HI
| | - Suminori Kono
- Service de Génétique Médicale, Centre Hospitalier Universitaire (CHU), Nantes, France
| | | | - Vittorio Krogh
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Sébastien Küry
- Department of Preventive Medicine, Kyushu University, Fukuoka, Japan
| | | | | | - Flavio Lejbkowicz
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
- School of Medicine, Taipei Medical University, Taipei, Taiwan
- Sino-American Cancer Foundation, Temple City, CA
| | - Mathieu Lemire
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Heinz-Josef Lenz
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
- Department of Medicine, University of Southern California, Los Angeles, CA
| | | | - Christopher I Li
- Translational Research Program, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Li Li
- Department of Family Medicine and Community Health, Mary Ann Swetland Center for Environmental Health, Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH
| | - Wolfgang Lieb
- Institute of Epidemiology, PopGen Biobank, Christian-Albrechts-University Kiel, Kiel, Germany
| | - Yi Lin
- Public Health Sciences Division
| | - Noralane M Lindor
- Department of Health Science Research, Mayo Clinic, Scottsdale, AZ
- Unit of Oncology, Department of Clinical and Experimental Oncology, Instituto Oncologico Veneto, IRCCS Padua, Italy
| | | | | | - Yingchang Lu
- Division of Epidemiology, Vanderbilt Epidemiology Center, Vanderbilt University School of Medicine, Nashville, TN
| | - Frank Luh
- Clalit Health Services National Israeli Cancer Control Center, Haifa, Israel
| | - Jing Ma
- Harvard School of Public Health, Boston, MA
| | | | - Frank J Manion
- University of Michigan Comprehensive Cancer Center, Ann Arbor, MI
| | - Sanford D Markowitz
- Departments of Medicine and Genetics, Case Comprehensive Cancer Center, Case Western Reserve University, and University Hospitals of Cleveland, Cleveland, OH
| | - Vicente Martin
- Biomedicine Institute (IBIOMED), University of León, León, Spain
| | - Koichi Matsuda
- Laboratory of Genome Technology, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan
- Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN
| | - Keitaro Matsuo
- Department of Epidemiology, Nagoya University Graduate School of Medicine, Showa-ku, Nagoya, Japan
- Division of Molecular and Clinical Epidemiology, Aichi Cancer Center Research Institute, Chikusa-Ku Nagoya, Japan
| | - Kevin J McDonnell
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
| | - Caroline E McNeil
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
| | - Roger Milne
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Antonio J Molina
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Research Group on Gene-Environment Interactions and Health, University of León, León, Spain
| | | | - Neil Murphy
- Nutrition and Metabolism Section, IARC, Lyon, CEDEX 08, France
| | | | - Kenneth Offit
- Clinical Genetics Service (KO), Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Hanane Omichessan
- CESP (U1018 INSERM), Facultés de Médecine Université Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif, France
- Gustave Roussy, Villejuif, France
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute-ISPO, Florence, Italy
| | - Jesus P Paredes Cotoré
- Department of Surgery, Complejo Hospitalario Universitario de Santiago (CHUS), Servicio Galego de Saúde (SERGAS), Santiago De Compostela, Spain
| | | | - Paul D Pharoah
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | | | - Conghui Qu
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
- Public Health Sciences Division
| | - Leon Raskin
- Division of Epidemiology, Vanderbilt Epidemiology Center, Vanderbilt University School of Medicine, Nashville, TN
- Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN
| | - Gad Rennert
- Clalit Health Services National Israeli Cancer Control Center, Haifa, Israel
- Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel
- Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Hedy S Rennert
- Clalit Health Services National Israeli Cancer Control Center, Haifa, Israel
- Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel
| | - Bridget M Riggs
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Clemens Schafmayer
- Department of Visceral and Thoracic Surgery, University Hospital Schleswig-Holstein, Kiel Campus, Kiel, Germany
| | - Robert E Schoen
- Department of Medicine and Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Thomas A Sellers
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Daniela Seminara
- Epidemiology and Genomics Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Gianluca Severi
- CESP (U1018 INSERM), Facultés de Médecine Université Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif, France
- Human Genetics Foundation (HuGeF), Torino, Italy
| | - Wei Shi
- Department of Surgery, Children’s Hospital Los Angeles, Los Angeles, CA
| | - David Shibata
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN
| | - Xiao-Ou Shu
- Division of Epidemiology, Vanderbilt Epidemiology Center, Vanderbilt University School of Medicine, Nashville, TN
- Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN
| | - Erin M Siegel
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Martha L Slattery
- Department of Internal Medicine, University of Utah Health Sciences Center, Salt Lake City, UT
| | - Melissa Southey
- Colorectal Oncogenomics Group, Department of Pathology (DDB) and Genetic Epidemiology Laboratory, Department of Pathology, University of Melbourne, Melbourne, Victoria, Australia
| | - Zsofia K Stadler
- Clinical Genetics Service (KO), Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Weill Cornell Medical Center, New York, NY
| | - Mariana C Stern
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
| | - Sebastian Stintzing
- Department of Hematology and Oncology University of Munich (LMU), Munich, Germany
| | | | | | - Duncan C Thomas
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
| | | | - Shoichiro Tsugane
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
- National Cancer Center, Tokyo, Japan
- Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Cornelia M Ulrich
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, UT
| | | | | | - Joseph Vijai
- Clinical Genetics Service (KO), Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jarmo Virtamo
- Department of Chronic Disease Prevention, National Institute for Health and Welfare, Helsinki, Finland
| | - Stephanie J Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | | | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | | | - Michael Woods
- Discipline of Genetics, Faculty of Medicine, Memorial University of Newfoundland, St. John’s, Newfoundland, Canada
| | - Anna H Wu
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
| | - Kana Wu
- Department of Nutrition, Harvard School of Public Health, Boston, MA
| | - Yong-Bing Xiang
- State Key Laboratory of Oncogene and Related Genes and Department of Epidemiology, Shanghai Cancer Institute, Shanghai, China
| | - Yun Yen
- Ph.D. Program of Cancer Research and Drug Discovery
- Department of Medical Oncology and Therapeutic Research, City of Hope National Medical Center, Duarte, CA
| | - Brent W Zanke
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- The University of Ottawa, Ottawa, Ontario, Canada
| | - Yi-Xin Zeng
- State Key Laboratory of Oncology in South China, Cancer Center, Sun Yatsen University, Guangzhou, China
| | - Ben Zhang
- Division of Noncommunicable Disease Epidemiology and Southwest Hospital Clinical Research Center, Third Military Medical University, Chongqing, China
| | | | - Sun-Seog Kweon
- Department of Preventive Medicine, Chonnam National University Medical School, Gwangju, South Korea
- South Korea Jeonnam Regional Cancer Center, Chonnam National University Hwasun Hospital, Hwasun, South Korea
| | - Jane C Figueiredo
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Wei Zheng
- Division of Epidemiology, Vanderbilt Epidemiology Center, Vanderbilt University School of Medicine, Nashville, TN
- Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN
| | - Loic Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI
| | - Annika Lindblom
- Department of Molecular Medicine and Surgery, Karolinska Institutet Solna, Stockholm, Sweden
- Department of Clinical Genetics, Karolinska University Hospital Solna, Stockholm, Sweden
| | - Victor Moreno
- Catalan Institute of Oncology, Bellvitge Biomedical Research Institute
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- University of Barcelona, Barcelona, Spain
| | - Ulrike Peters
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
| | - Li Hsu
- Public Health Sciences Division
| | - David V Conti
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
| | - Stephen B Gruber
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center
- Department of Medicine, University of Southern California, Los Angeles, CA
| |
Collapse
|
8
|
Jiang X, Finucane HK, Schumacher FR, Schmit SL, Tyrer JP, Han Y, Michailidou K, Lesseur C, Kuchenbaecker KB, Dennis J, Conti DV, Casey G, Gaudet MM, Huyghe JR, Albanes D, Aldrich MC, Andrew AS, Andrulis IL, Anton-Culver H, Antoniou AC, Antonenkova NN, Arnold SM, Aronson KJ, Arun BK, Bandera EV, Barkardottir RB, Barnes DR, Batra J, Beckmann MW, Benitez J, Benlloch S, Berchuck A, Berndt SI, Bickeböller H, Bien SA, Blomqvist C, Boccia S, Bogdanova NV, Bojesen SE, Bolla MK, Brauch H, Brenner H, Brenton JD, Brook MN, Brunet J, Brunnström H, Buchanan DD, Burwinkel B, Butzow R, Cadoni G, Caldés T, Caligo MA, Campbell I, Campbell PT, Cancel-Tassin G, Cannon-Albright L, Campa D, Caporaso N, Carvalho AL, Chan AT, Chang-Claude J, Chanock SJ, Chen C, Christiani DC, Claes KBM, Claessens F, Clements J, Collée JM, Correa MC, Couch FJ, Cox A, Cunningham JM, Cybulski C, Czene K, Daly MB, deFazio A, Devilee P, Diez O, Gago-Dominguez M, Donovan JL, Dörk T, Duell EJ, Dunning AM, Dwek M, Eccles DM, Edlund CK, Edwards DRV, Ellberg C, Evans DG, Fasching PA, Ferris RL, Liloglou T, Figueiredo JC, Fletcher O, Fortner RT, Fostira F, Franceschi S, Friedman E, Gallinger SJ, Ganz PA, Garber J, García-Sáenz JA, Gayther SA, Giles GG, Godwin AK, Goldberg MS, Goldgar DE, Goode EL, Goodman MT, Goodman G, Grankvist K, Greene MH, Gronberg H, Gronwald J, Guénel P, Håkansson N, Hall P, Hamann U, Hamdy FC, Hamilton RJ, Hampe J, Haugen A, Heitz F, Herrero R, Hillemanns P, Hoffmeister M, Høgdall E, Hong YC, Hopper JL, Houlston R, Hulick PJ, Hunter DJ, Huntsman DG, Idos G, Imyanitov EN, Ingles SA, Isaacs C, Jakubowska A, James P, Jenkins MA, Johansson M, Johansson M, John EM, Joshi AD, Kaneva R, Karlan BY, Kelemen LE, Kühl T, Khaw KT, Khusnutdinova E, Kibel AS, Kiemeney LA, Kim J, Kjaer SK, Knight JA, Kogevinas M, Kote-Jarai Z, Koutros S, Kristensen VN, Kupryjanczyk J, Lacko M, Lam S, Lambrechts D, Landi MT, Lazarus P, Le ND, Lee E, Lejbkowicz F, Lenz HJ, Leslie G, Lessel D, Lester J, Levine DA, Li L, Li CI, Lindblom A, Lindor NM, Liu G, Loupakis F, Lubiński J, Maehle L, Maier C, Mannermaa A, Marchand LL, Margolin S, May T, McGuffog L, Meindl A, Middha P, Miller A, Milne RL, MacInnis RJ, Modugno F, Montagna M, Moreno V, Moysich KB, Mucci L, Muir K, Mulligan AM, Nathanson KL, Neal DE, Ness AR, Neuhausen SL, Nevanlinna H, Newcomb PA, Newcomb LF, Nielsen FC, Nikitina-Zake L, Nordestgaard BG, Nussbaum RL, Offit K, Olah E, Olama AAA, Olopade OI, Olshan AF, Olsson H, Osorio A, Pandha H, Park JY, Pashayan N, Parsons MT, Pejovic T, Penney KL, Peters WHM, Phelan CM, Phipps AI, Plaseska-Karanfilska D, Pring M, Prokofyeva D, Radice P, Stefansson K, Ramus SJ, Raskin L, Rennert G, Rennert HS, van Rensburg EJ, Riggan MJ, Risch HA, Risch A, Roobol MJ, Rosenstein BS, Rossing MA, De Ruyck K, Saloustros E, Sandler DP, Sawyer EJ, Schabath MB, Schleutker J, Schmidt MK, Setiawan VW, Shen H, Siegel EM, Sieh W, Singer CF, Slattery ML, Sorensen KD, Southey MC, Spurdle AB, Stanford JL, Stevens VL, Stintzing S, Stone J, Sundfeldt K, Sutphen R, Swerdlow AJ, Tajara EH, Tangen CM, Tardon A, Taylor JA, Teare MD, Teixeira MR, Terry MB, Terry KL, Thibodeau SN, Thomassen M, Bjørge L, Tischkowitz M, Toland AE, Torres D, Townsend PA, Travis RC, Tung N, Tworoger SS, Ulrich CM, Usmani N, Vachon CM, Van Nieuwenhuysen E, Vega A, Aguado-Barrera ME, Wang Q, Webb PM, Weinberg CR, Weinstein S, Weissler MC, Weitzel JN, West CML, White E, Whittemore AS, Wichmann HE, Wiklund F, Winqvist R, Wolk A, Woll P, Woods M, Wu AH, Wu X, Yannoukakos D, Zheng W, Zienolddiny S, Ziogas A, Zorn KK, Lane JM, Saxena R, Thomas D, Hung RJ, Diergaarde B, McKay J, Peters U, Hsu L, García-Closas M, Eeles RA, Chenevix-Trench G, Brennan PJ, Haiman CA, Simard J, Easton DF, Gruber SB, Pharoah PDP, Price AL, Pasaniuc B, Amos CI, Kraft P, Lindström S. Shared heritability and functional enrichment across six solid cancers. Nat Commun 2019; 10:431. [PMID: 30683880 PMCID: PMC6347624 DOI: 10.1038/s41467-018-08054-4] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Accepted: 12/10/2018] [Indexed: 01/07/2023] Open
Abstract
Quantifying the genetic correlation between cancers can provide important insights into the mechanisms driving cancer etiology. Using genome-wide association study summary statistics across six cancer types based on a total of 296,215 cases and 301,319 controls of European ancestry, here we estimate the pair-wise genetic correlations between breast, colorectal, head/neck, lung, ovary and prostate cancer, and between cancers and 38 other diseases. We observed statistically significant genetic correlations between lung and head/neck cancer (rg = 0.57, p = 4.6 × 10-8), breast and ovarian cancer (rg = 0.24, p = 7 × 10-5), breast and lung cancer (rg = 0.18, p =1.5 × 10-6) and breast and colorectal cancer (rg = 0.15, p = 1.1 × 10-4). We also found that multiple cancers are genetically correlated with non-cancer traits including smoking, psychiatric diseases and metabolic characteristics. Functional enrichment analysis revealed a significant excess contribution of conserved and regulatory regions to cancer heritability. Our comprehensive analysis of cross-cancer heritability suggests that solid tumors arising across tissues share in part a common germline genetic basis.
Collapse
Affiliation(s)
- Xia Jiang
- Program in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA.
- Unit of Cardiovascular Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Nobels vagen 13, 17177, Stockholm, Sweden.
| | - Hilary K Finucane
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, 75 Ames St, Cambridge, MA, 02142, USA
| | - Fredrick R Schumacher
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, 10900 Eucid Avenue, Cleveland, OH, 44106, USA
- Seidman Cancer Center, University Hospitals, Cleveland, OH, 44106, USA
| | - Stephanie L Schmit
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, 12902 Magnolia Dr. MRC-CANCONT, Tampa, FL, 33612, USA
- Department of Gastrointestinal Oncology, H. Lee Moffitt Cancer Center and Research Institute, 12902 Magnolia Dr. MRC-CANCONT, Tampa, FL, 33612, USA
| | - Jonathan P Tyrer
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Younghun Han
- Department of Biomedical Data Science, The Geisel School of Medicine at Dartmouth, 1 Medical Center Drive, Lebanon, NH, 03756, USA
| | - Kyriaki Michailidou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
- Department of Electron Microscopy/Molecular Pathology, The Cyprus Institute of Neurology and Genetics, 1683, Nicosia, Cyprus
| | - Corina Lesseur
- Genetic Epidemiology Group, International Agency for Research on Cancer, 150 Cours Albert Thomas, 69008, Lyon, France
- Section of Genetics, International Agency for Research on Cancer, 150 cours Albert Thomas, 69008, Lyon, France
| | - Karoline B Kuchenbaecker
- Division of Psychiatry, University College London, Maple House, 149 Tottenham Court Road, London, W1T 7NF, UK
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
| | - Joe Dennis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - David V Conti
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, 48109, USA
| | - Graham Casey
- Public Health Sciences, University of Virginia, P.O. Box 800717, Charlottesville, VI, 22908, USA
- Center for Public Health Genomics, University of Virginia, P.O. Box 800717, Charlottesville, VI, 22908, USA
| | - Mia M Gaudet
- Epidemiology Research Program, American Cancer Society, 250 Williams Street NW, Atlanta, GA, 30303, USA
| | - Jeroen R Huyghe
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA
| | - Melinda C Aldrich
- Department of Thoracic Surgery, Division of Epidemiology, Vanderbilt University Medical Center, 609 Oxford House, Nashville, TN, 37232, USA
| | - Angeline S Andrew
- Department of Neurology, Dartmouth-Hitchcock Medical Center, 7927 Rubin Building, Room 860, One Medical Center Drive, Lebanon, NH, 3756, USA
| | - Irene L Andrulis
- Fred ALitwin Center for Cancer Genetics, Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, 600 University Avenue, Toronto, ON, M5G1X5, Canada
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, ON, M5S1A8, Canada
| | - Hoda Anton-Culver
- Department of Epidemiology, Genetic Epidemiology Research Institute, University of California Irvine, 224 Irvine Hall, Irvine, CA, 92617, USA
| | - Antonis C Antoniou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Natalia N Antonenkova
- NNAlexandrov Research Institute of Oncology and Medical Radiology, Settlement of Lesnoy-2, 223040, Minsk, Belarus
| | - Susanne M Arnold
- Markey Cancer Center, University of Kentucky, 800 Rose Street, cc445, Lexington, KY, 40508, USA
| | - Kristan J Aronson
- Department of Public Health Sciences, and Cancer Research Institute, Queen's University, 10 Stuart Street, Kingston, ON, K7L 3N6, Canada
| | - Banu K Arun
- Department of Breast Medical Oncology, University of Texas MD Anderson Cancer Center, 1155 Pressler St, Houston, TX, 77030, USA
| | - Elisa V Bandera
- Cancer Prevention and Control Program, Rutgers Cancer Institute of New Jersey, 195 Little Albany Street, Room 5568, New Brunswick, NJ, 08903, USA
| | - Rosa B Barkardottir
- Department of Pathology, Landspitali University Hospital, Hringbraut, Reykjavik, 101, Iceland
- BMC (Biomedical Centre), Faculty of Medicine, University of Iceland, Vatnsmyrarvegi 16, Reykjavik, 101, Iceland
| | - Daniel R Barnes
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Jyotsna Batra
- Australian Prostate Cancer Research Centre-Qld, Translational Research Institute, 37 Kent St, Woolloongabba, QLD, 4102, Australia
- Institute of Health and Biomedical Innovation and School of Biomedical Science, Queensland University of Technology, 60 Musk Ave, Kelvin Grove, QLD, 4059, Australia
| | - Matthias W Beckmann
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen Nuremberg, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Universitaetsstrasse 21-23, 91054, Erlangen, Germany
| | - Javier Benitez
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Calle de Melchor Fernández Almagro, 3, 28029, Madrid, Spain
- Biomedical Network on Rare Diseases (CIBERER), AvMonforte de Lemos, 3-5Pabellón 11Planta 0, 28029, Madrid, Spain
| | - Sara Benlloch
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
- Division of Genetics and Epidemiology, The Institute of Cancer Research, 15 Cotswold Road, London, SM2 5NG, UK
| | - Andrew Berchuck
- Department of Obstetrics and Gynecology, Duke University Medical Center, 25171 Morris Bldg, Durham, NC, 27710, USA
| | - Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA
| | - Heike Bickeböller
- Department of Genetic Epidemiology, University Medical Center Goettingen, Humboldtallee 32, 37073, Goettingen, Germany
| | - Stephanie A Bien
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
- School of Public Health, University of Washington, 1959 NE Pacific Street, Health Science Buidling, F-350, Seattle, WA, 98195, USA
| | - Carl Blomqvist
- Department of Oncology, Helsinki University Hospital, University of Helsinki, Haartmaninkatu 4, 00290, Helsinki, Finland
- Department of Oncology, Örebro University Hospital, 70185, Örebro, Sweden
| | - Stefania Boccia
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168, Roma, Italy
- Università Cattolica del Sacro Cuore, 00168, Roma, Italy
| | - Natalia V Bogdanova
- NNAlexandrov Research Institute of Oncology and Medical Radiology, Settlement of Lesnoy-2, 223040, Minsk, Belarus
- Department of Radiation Oncology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
- Gynaecology Research Unit, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Stig E Bojesen
- Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev Ringvej 75, 2730, Herlev, Denmark
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev Ringvej 75, 2730, Herlev, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Manjeet K Bolla
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Hiltrud Brauch
- DrMargarete Fischer-Bosch-Institute of Clinical Pharmacology, Auerbachstr112, 70376, Stuttgart, Germany
- University of Tübingen, Geschwister-Scholl-Platz, 72074, Tübingen, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Hermann Brenner
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - James D Brenton
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, CB2 0RE, Cambridge, UK
| | - Mark N Brook
- Division of Genetics and Epidemiology, The Institute of Cancer Research, 15 Cotswold Road, London, SM2 5NG, UK
| | - Joan Brunet
- Genetic Counseling Unit, Hereditary Cancer Program, IDIBGI (Institut d'Investigació Biomèdica de Girona), Catalan Institute of Oncology, CIBERONC, AvFrança s/n, 17007, Girona, Spain
| | - Hans Brunnström
- Clinical Sciences, Lund University, Box 117, 221 00, Lund, Sweden
- Department of Genetics and Pathology, Division of Laboratory Medicine, 221 85, Lund, Sweden
| | - Daniel D Buchanan
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, 3010, Australia
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, VIC, 3010, Australia
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, VIC, 3010, Australia
| | - Barbara Burwinkel
- Department of Obstetrics and Gynecology, University of Heidelberg, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany
- Molecular Epidemiology Group, C080, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Ralf Butzow
- Department of Pathology, University of Helsinki and Helsinki University Hospital, Biomedicum Helsinki 4th floor, Haartmaninkatu 8, 00029, Helsinki, Finland
| | - Gabriella Cadoni
- Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168, Roma, Italy
- Università Cattolica del Sacro Cuore, 00168, Roma, Italy
| | - Trinidad Caldés
- Medical Oncology Department, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria San Carlos (IdISSC), Centro Investigación Biomédica en Red de Cáncer (CIBERONC), Calle del Prof Martín Lagos, 28040, Madrid, Spain
| | - Maria A Caligo
- Section of Genetic Oncology, Department of Laboratory Medicine, University and University Hospital of Pisa, via Roma 67, 56126, Pisa, Italy
| | - Ian Campbell
- Peter MacCallum Cancer Center, 305 Grattan Street, Melbourne, VIC, 3000, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, 305 Grattan Street, Melbourne, VIC, 3000, Australia
| | - Peter T Campbell
- Epidemiology Research Program, American Cancer Society, 250 Williams Street NW, Atlanta, GA, 30303, USA
| | - Géraldine Cancel-Tassin
- Sorbonne Université, GRC N°5 ONCOTYPE-URO, Tenon Hospital, 75020, Paris, France
- CeRePP, Tenon Hospital, 75020, Paris, France
| | - Lisa Cannon-Albright
- Division of Genetic Epidemiology, Department of Medicine, University of Utah School of Medicine, Salt Lake City, UT, 84112, USA
- George EWahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT, 84112, USA
| | - Daniele Campa
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Department of Biology, University of Pisa, 56126, Pisa, Italy
| | - Neil Caporaso
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA
| | - André L Carvalho
- Molecular Oncology Research Center, Barretos Cancer Hospital, Rua Antenor Duarte Villela, 1331, Barretos, SP, 784-400, Brazil
- Head and Neck Surgery Department, Barretos Cancer Hospital, Pio XII, 1331, Antenor Duarte Villela St, Barretos, SP, 14784-400, Brazil
| | - Andrew T Chan
- Division of Gastroenterology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, 181 Longwood Avenue, Boston, MA, 02115, USA
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Cancer Epidemiology Group, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA
| | - Chu Chen
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
| | - David C Christiani
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
| | - Kathleen B M Claes
- Centre for Medical Genetics, Ghent University, De Pintelaan 185, 9000, Gent, Belgium
| | - Frank Claessens
- Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, 3000, Belgium
| | - Judith Clements
- Australian Prostate Cancer Research Centre-Qld, Translational Research Institute, 37 Kent St, Woolloongabba, QLD, 4102, Australia
- Institute of Health and Biomedical Innovation and School of Biomedical Science, Queensland University of Technology, 60 Musk Ave, Kelvin Grove, QLD, 4059, Australia
| | - J Margriet Collée
- Department of Clinical Genetics, Erasmus University Medical Center, Wytemaweg 80, 3015, Rotterdam, CN, The Netherlands
| | - Marcia Cruz Correa
- University of Puerto Rico Medical Sciences Campus and Comprehensive Cancer Center, San Juan, PR, 00936, USA
| | - Fergus J Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First StSW, Rochester, MN, 55905, USA
| | - Angela Cox
- Sheffield Institute for Nucleic Acids (SInFoNiA), Department of Oncology and Metabolism, University of Sheffield, Western Bank, Sheffield, S10 2TN, UK
| | - Julie M Cunningham
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First StSW, Rochester, MN, 55905, USA
| | - Cezary Cybulski
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University, ulUnii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Kamila Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Karolinska Univ Hospital, 171 76, Stockholm, Sweden
| | - Mary B Daly
- Department of Clinical Genetics, Fox Chase Cancer Center, 333 Cottman Ave, Philadelphia, PA, 19111, USA
| | - Anna deFazio
- Centre for Cancer Research, The Westmead Institute for Medical Research, The University of Sydney, 176 Hawkesbury Rd, Sydney, NSW, 2145, Australia
- Department of Gynaecological Oncology, Westmead Hospital, Hawkesbury Rd & Darcy Rd, Sydney, NSW, 2145, Australia
| | - Peter Devilee
- Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
- Department of Human Genetics, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | - Orland Diez
- Oncogenetics Group, Clinical and Molecular Genetics Area, Vall d'Hebron Institute of Oncology (VHIO), University Hospital, Vall d'Hebron, Passeig de la Vall d'Hebron 119-129, 08035, Barcelona, Spain
| | - Manuela Gago-Dominguez
- Genomic Medicine Group, Galician Foundation of Genomic Medicine, Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Complejo Hospitalario Universitario de Santiago, SERGAS, Travesía da Choupana S/N, 15706, Santiago de Compostela, Spain
- Moores Cancer Center, University of California, San Diego, 3855 Health Sciences Drive, La Jolla, CA, 92037, USA
| | - Jenny L Donovan
- School of Social and Community Medicine, University of Bristol, Bristol, BS8 1TH, UK
| | - Thilo Dörk
- Gynaecology Research Unit, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Eric J Duell
- Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO-IDIBELL), AvGran Via 199-203, L'Hospitalet de Llobregat, 08908, Barcelona, Spain
| | - Alison M Dunning
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Miriam Dwek
- Department of Biomedical Sciences, Faculty of Science and Technology, University of Westminster, 309 Regent Street, London, W1B 2HW, UK
| | - Diana M Eccles
- Cancer Sciences Academic Unit, Faculty of Medicine, University of Southampton, Tremona Road, Southampton, SO16 6YD, UK
| | - Christopher K Edlund
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Digna R Velez Edwards
- Vanderbilt Epidemiology Center, Vanderbilt Genetics Institute, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, 2525 West End Avenue, Suite 600, Nashville, TN, 37203, USA
| | - Carolina Ellberg
- Department of Cancer Epidemiology, Clinical Sciences, Lund University, Barngatan 4, Skånes universitetssjukhus, 222 42, Lund, Sweden
| | - D Gareth Evans
- Manchester Centre for Genomic Medicine, Division of Evolution and Genomic Sciences, University of Manchester, St Mary's Hospital, Central Manchester University Hospitals NHS Foundation Trust, Oxford Road, Manchester, M13 9WL, UK
| | - Peter A Fasching
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen Nuremberg, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Universitaetsstrasse 21-23, 91054, Erlangen, Germany
- David Geffen School of Medicine, Department of Medicine Division of Hematology and Oncology, University of California at Los Angeles, 10833 Le Conte Ave, Los Angeles, CA, 90095, USA
| | - Robert L Ferris
- Department of Otolaryngology, UPMC Hillman Cancer Center, Cancer Pavilion, University of Pittsburgh, Suite 500, 5150 Centre Avenue, Pittsburgh, PA, 15232, USA
| | - Triantafillos Liloglou
- Molecular and Clinical Cancer Medicine, Roy Castle Lung Cancer Research Programme, The University of Liverpool Institute of Translational Medicine, The Wiliam Duncan Building, 6 West Derby Street, Liverpool, L69 3BX, UK
| | - Jane C Figueiredo
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, CA, 90048, USA
- Keck School of Medicine, University of Southern California, 1450 Biggy Street, Los Angeles, CA, 90033, USA
| | - Olivia Fletcher
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, 123 Old Brompton Road, London, SW7 3RP, UK
| | - Renée T Fortner
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Florentia Fostira
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research 'Demokritos', Neapoleos 10, AgParaskevi, Athens, 15310, Greece
| | - Silvia Franceschi
- Section of Infections, International Agency for Research on Cancer, 150 cours Albert Thomas, 69008, Lyon, France
| | - Eitan Friedman
- The Susanne Levy Gertner Oncogenetics Unit, Chaim Sheba Medical Center, Emek HaEla St 1, 52621, Ramat Gan, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Haim Levanon 30, 69978, Ramat Aviv, Israel
| | - Steven J Gallinger
- Department of Surgery, Mount Sinai Hospital, 600 University Avenue, Toronto, ON, M5G 1X5, Canada
- Samuel Lunenfeld Research Institute, 600 University Avenue, Toronto, ON, M5G 1X5, Canada
- University Health Network Toronto General Hospital, 200 Elizabeth St, Toronto, ON, M5G 2C4, Canada
| | - Patricia A Ganz
- Schools of Medicine and Public Health, Division of Cancer Prevention & Control Research, Jonsson Comprehensive Cancer Centre, UCLA, 650 Charles Young Drive South, Los Angeles, CA, 90095-6900, USA
| | - Judy Garber
- Cancer Risk and Prevention Clinic, Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
| | - José A García-Sáenz
- Medical Oncology Department, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria San Carlos (IdISSC), Centro Investigación Biomédica en Red de Cáncer (CIBERONC), Calle del Prof Martín Lagos, 28040, Madrid, Spain
| | - Simon A Gayther
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, USA
- Center for Cancer Prevention and Translational Genomics, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Spielberg Building, 8725 Alden Dr, Los Angeles, CA, 90048, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Spielberg Building, 8725 Alden Dr, Los Angeles, CA, 90048, USA
| | - Graham G Giles
- Cancer Epidemiology & Intelligence Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC, 3004, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 1, 723 Swanston Street, Melbourne, VIC, 3010, Australia
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Andrew K Godwin
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS, 66160, USA
| | - Mark S Goldberg
- Department of Medicine, McGill University, 1001 Decarie Boulevard, Montréal, QC, H4A3J1, Canada
- Division of Clinical Epidemiology, Royal Victoria Hospital, McGill University, 1001 Decarie Boulevard, Montréal, QC, H4A3J1, Canada
| | - David E Goldgar
- Department of Dermatology, Huntsman Cancer Institute, University of Utah School of Medicine, 2000 Circle of Hope, Salt Lake City, UT, 84112, USA
| | - Ellen L Goode
- Department of Health Sciences Research, Mayo Clinic, 200 First StSW, Rochester, MN, 55905, USA
| | - Marc T Goodman
- Cancer Prevention and Control, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Room 1S37, Los Angeles, CA, 90048, USA
- Community and Population Health Research Institute, Department of Biomedical Sciences, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Room 1S37, Los Angeles, CA, 90048, USA
| | - Gary Goodman
- Public Health Sciences Division, Swedish Cancer Institute, 1221 Madison StSte 300, Seattle, WA, 98109, USA
| | - Kjell Grankvist
- Unit of Clinical Chemistry, Department of Medical Biosciences, Umeå University, By 6M van 2, Sjukhusomradet, Umea universitet, 901 85, Umea, Sweden
| | - Mark H Greene
- Clinical Genetics Branch, National Cancer Institute, DCEG, 9609 Medical Center Dr, Bethesda, MD, 20850-9772, USA
| | - Henrik Gronberg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Karolinska Univ Hospital, 171 76, Stockholm, Sweden
| | - Jacek Gronwald
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University, ulUnii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Pascal Guénel
- Cancer & Environment Group, Center for Research in Epidemiology and Population Health (CESP), INSERM, University Paris-Sud, University Paris-Saclay, 94805, Villejuif, France
| | - Niclas Håkansson
- Department of Environmental Medicine, Division of Nutritional Epidemiology, Karolinska Institutet, Nobels väg 13, SE-171 77, SE-171, Stockholm, Sweden
| | - Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Karolinska Univ Hospital, 171 76, Stockholm, Sweden
- Department of Oncology, Södersjukhuset, Sjukhusbacken 10, 118 83, Stockholm, Sweden
| | - Ute Hamann
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
| | - Freddie C Hamdy
- Nuffield Department of Surgical Sciences, Faculty of Medical Science, John Radcliffe Hospital, University of Oxford, Oxford, OX1 2JD, UK
| | - Robert J Hamilton
- Department of Surgical Oncology, Princess Margaret Cancer Centre, 610 University Avenue, Toronto, Ontario, M5G2M9, Canada
| | - Jochen Hampe
- Department of Internal Medicine 1, University Hospital Dresden, Technische Universität Dresden (TU Dresden), 01307, Dresden, Germany
| | - Aage Haugen
- National Institute of Occupational Health (STAMI), Gydas vei 8, 0033, Oslo, Norway
| | - Florian Heitz
- Department of Gynecology and Gynecologic Oncology, DrHorst Schmidt Kliniken Wiesbaden, Ludwig-Erhard-Straße 100, 65199, Wiesbaden, Germany
- Department of Gynecology and Gynecologic Oncology, Kliniken Essen-Mitte/ EvangHuyssens-Stiftung/ Knappschaft GmbH, Henricistrasse 92, 45136, Essen, Germany
| | - Rolando Herrero
- Early Detection and Prevention Section, International Agency for Research on Cancer, 150 cours Albert Thomas, 69008, Lyon, France
| | - Peter Hillemanns
- Gynaecology Research Unit, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Estrid Høgdall
- Department of Virus, Lifestyle and Genes, Danish Cancer Society Research Center, Strandboulevarden 49, DK-2100, Copenhagen, Denmark
- Molecular Unit, Department of Pathology, Herlev Hospital, University of Copenhagen, Herlev Ringvej 75, DK-2730, Herlev, Denmark
| | - Yun-Chul Hong
- Preventive Medicine, Seoul National University College of Medicine, 1 Gwanak-ro, Gwanak-gu, Seoul, 151 742, Korea
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 1, 723 Swanston Street, Melbourne, VIC, 3010, Australia
| | - Richard Houlston
- German Research Center for Environmental Health, Institute for Cancer Research, Ingolstadter Landstr1, London, SM2 5NG, UK
| | - Peter J Hulick
- Center for Medical Genetics, NorthShore University HealthSystem, 1000 Central St, Evanston, IL, 60201, USA
- The University of Chicago Pritzker School of Medicine, 924 E 57th St, Chicago, IL, 60637, USA
| | - David J Hunter
- Program in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
| | - David G Huntsman
- British Columbia's Ovarian Cancer Research (OVCARE) Program, Vancouver General Hospital, BC Cancer Agency and University of British Columbia, #3427-600 West 10th Avenue, Vancouver, BC, V5Z 4E6, Canada
- Department of Molecular Oncology, BC Cancer Agency Research Centre, #3427-600 West 10th Avenue, Vancouver, BC, V5Z 4E6, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, #3427-600 West 10th Avenue, Vancouver, BC, V5Z 4E6, Canada
| | - Gregory Idos
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, 48109, USA
| | - Evgeny N Imyanitov
- NNPetrov Institute of Oncology, Leningradskaya ul, 68, StPetersburg, Russia, 197758
| | - Sue Ann Ingles
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, 48109, USA
| | - Claudine Isaacs
- Lombardi Comprehensive Cancer Center, Georgetown University, 3800 Reservoir Road, Washington, DC, 20007, USA
| | - Anna Jakubowska
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University, ulUnii Lubelskiej 1, 71-252, Szczecin, Poland
- Independent Laboratory of Molecular Biology and Genetic Diagnostics, Pomeranian Medical University, Rybacka 1, 70-204, Szczecin, Poland
| | - Paul James
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, 305 Grattan Street, Melbourne, VIC, 3000, Australia
- Parkville Familial Cancer Centre, Peter MacCallum Cancer Center, 305 Grattan Street, Melbourne, VIC, 3000, Australia
| | - Mark A Jenkins
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, 3010, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 1, 723 Swanston Street, Melbourne, VIC, 3010, Australia
| | - Mattias Johansson
- Section of Genetics, International Agency for Research on Cancer, 150 cours Albert Thomas, 69008, Lyon, France
| | - Mikael Johansson
- Department of Radiation Sciences, Umeå University, By 6M van 2, Sjukhusomradet, Umea universitet, 901 85, Umea, Sweden
| | - Esther M John
- Department of Medicine, Division of Oncology and Stanford Cancer Institute, Stanford University School of Medicine, 780 Welch Rd, Stanford, CA, 94304, USA
| | - Amit D Joshi
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, 02114, Boston, MA, USA
| | - Radka Kaneva
- Molecular Medicine Center, Department of Medical Chemistry and Biochemistry, Medical Faculty, Medical University of Sofia, Sofia, 1504, Bulgaria
| | - Beth Y Karlan
- Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, CA, 90048, USA
| | - Linda E Kelemen
- Hollings Cancer Center and Department of Public Health Sciences, Medical University of South Carolina, 68 President Street Bioengineering Building, MSC955, Charleston, SC, 29425, USA
| | - Tabea Kühl
- Cancer Epidemiology, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Kay-Tee Khaw
- Clinical Gerontology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Elza Khusnutdinova
- Department of Genetics and Fundamental Medicine, Bashkir State University, ulZaki Validi 32, Ufa, Russia, 450076
- Institute of Biochemistry and Genetics, Ufa Scientific Center of Russian Academy of Sciences, 71 prosp Oktyabrya, Ufa, Russia, 450054
| | - Adam S Kibel
- Division of Urologic Surgery, Brigham and Womens Hospital, Boston, Massachusettes, 02115, USA
| | - Lambertus A Kiemeney
- Radboud Institute for Health Sciences, Radboud University Medical Center, Geert Grooteplein 21, 6525 EZ, Nijmegen, The Netherlands
| | - Jeri Kim
- Department of Genitourinary Medical Oncology, University of Texas MD Anderson Cancer Center, 1155 Pressler St, Houston, TX, 77030, USA
| | - Susanne K Kjaer
- Department of Virus, Lifestyle and Genes, Danish Cancer Society Research Center, Strandboulevarden 49, DK-2100, Copenhagen, Denmark
- Department of Gynaecology, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, DK-2100, Copenhagen, Denmark
| | - Julia A Knight
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, 60 Murray Street, Toronto, Ontario, M5T 3L9, Canada
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, 155 College Street, Toronto, ON, M5T3M7, Canada
| | - Manolis Kogevinas
- Biomedical Network on Rare Diseases (CIBERER), AvMonforte de Lemos, 3-5Pabellón 11Planta 0, 28029, Madrid, Spain
- Centre for Research in Environmental Epidemiology (CREAL), ISGlobal, 08036, Barcelona, Spain
- IMIM (Hospital del Mar Research Institute), Barcelona, 08003, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, 08002, Spain
| | - Zsofia Kote-Jarai
- Division of Genetics and Epidemiology, The Institute of Cancer Research, 15 Cotswold Road, London, SM2 5NG, UK
| | - Stella Koutros
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Department of Health and Human Services, National Institutes of Health, 9609 Medical Center Dr, Bethesda, MD, 20892, USA
| | - Vessela N Kristensen
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, Ullernchausseen 70, 0379, Oslo, Norway
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Kirkeveien 166, 0450, Oslo, Norway
- Department of Clinical Molecular Biology, Oslo University Hospital, University of Oslo, Kirkeveien 166, 0450, Oslo, Norway
| | - Jolanta Kupryjanczyk
- Department of Pathology and Laboratory Diagnostics, the Maria Sklodowska-Curie Institute - Oncology Center, Roentgena 5, 02-781, Warsaw, Poland
| | - Martin Lacko
- Head and Neck Surgery, Department of Otorhinolaryngology, Maastricht University Medical Center, PDebyelaan 25, POBox 5800, 6202 AZ, Maastricht, The Netherlands
| | - Stephan Lam
- Department of Integrative Oncology, British Columbia Cancer Agency, Room 10-111 675 West 10th Avenue, Vancouver, BC, V5Z1L3, Canada
| | - Diether Lambrechts
- VIB Center for Cancer Biology, VIB, Herestraat 49, 3001, Leuven, Belgium
- Laboratory for Translational Genetics, Department of Human Genetics, University of Leuven, Oude Markt 13, 3000, Leuven, Belgium
| | - Maria Teresa Landi
- Integrative Tumor Epidemiology Branch, DCEG, National Cancer Institute, 9609 Medical Center Drive, Room SG/7E106, Rockville, MD, 20850, USA
| | - Philip Lazarus
- College of Pharmacy, Washington State University, PBS 431 PO Box 1495, Spokane, WA, 99210-1495, USA
| | - Nhu D Le
- Cancer Control Research, BC Cancer Agency, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
| | - Eunjung Lee
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Flavio Lejbkowicz
- Clalit Health Services, Clalit National Israeli Cancer Control Center, Carmel Medical Center, 2 Horev Street, 3436212, Haifa, Israel
| | - Heinz-Josef Lenz
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Goska Leslie
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Davor Lessel
- Institute of Human Genetics, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Jenny Lester
- Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, CA, 90048, USA
| | - Douglas A Levine
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
- Gynecologic Oncology, Laura and Isaac Pearlmutter Cancer Center, NYU Langone Medical Center, 240 East 38th Street 19th Floor, New York, NY, 10016, USA
| | - Li Li
- Department of Family Medicine and Community Health, Mary Ann Swetland Center for Environmental Health, Case Western Reserve University, Cleveland, OH, 44106, USA
- Servicio Galego de Saude (SERGAS), Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), 15706, Santiago De Compostela, Spain
| | - Christopher I Li
- Translational Research Program, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Annika Lindblom
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Karolinska Univ Hospital, 171 76, Stockholm, Sweden
| | - Noralane M Lindor
- Health Sciences Research, Mayo Clinic Arizona, 13400 EShea Blvd, Scottsdale, AZ, 85259, USA
| | - Geoffrey Liu
- Epidemiology Division, Princess Margaret Cancer Centre, 610 University Avenue, Toronto, ON, M5G2M9, Canada
| | - Fotios Loupakis
- Unit of Oncology 1, Department of Clinical and Experimental Oncology, Istituto Oncologico Veneto IRCCS, 35122, Padua, Italy
| | - Jan Lubiński
- International Hereditary Cancer Center, Department of Genetics and Pathology, Pomeranian Medical University, ulUnii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Lovise Maehle
- Department of Medical Genetics, Oslo University Hospital, Kirkeveien 166, 0450, Oslo, Norway
| | - Christiane Maier
- Institute of Human Genetics, University Hospital Ulm, Prittwitzstrasse 43, 89075, Ulm, Germany
| | - Arto Mannermaa
- Translational Cancer Research Area, University of Eastern Finland, Yliopistonranta 1, 70210, Kuopio, Finland
- Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Yliopistonranta 1, 70210, Finland
- Imaging Center, Department of Clinical Pathology, Kuopio University Hospital, Puijonlaaksontie 2, 70210, Kuopio, Finland
| | - Loic Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, 701 Ilalo St, Honolulu, HI, 96813, USA
| | - Sara Margolin
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, 17177, Sweden
| | - Taymaa May
- Division of Gynecologic Oncology, University Health Network, Princess Margaret Hospital, 610 University Avenue, OPG Wing, 6-811, Toronto, ON, M5G 2M9, Canada
| | - Lesley McGuffog
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Alfons Meindl
- Division of Gynaecology and Obstetrics, , Technische Universität München, Arcisstraße 21, 80333, Munich, Germany
| | - Pooja Middha
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Faculty of Medicine, University of Heidelberg, In Neuenheimer Feld 672, 69120, Heidelberg, Germany
| | - Austin Miller
- NRG Oncology, Statistics and Data Management Center, Roswell Park Cancer Institute, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Roger L Milne
- Cancer Epidemiology & Intelligence Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC, 3004, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 1, 723 Swanston Street, Melbourne, VIC, 3010, Australia
| | - Robert J MacInnis
- Cancer Epidemiology & Intelligence Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC, 3004, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 1, 723 Swanston Street, Melbourne, VIC, 3010, Australia
| | - Francesmary Modugno
- Womens Cancer Research Center, Magee-Womens Research Institute and Hillman Cancer Center, Pittsburgh, PA, 15213, USA
- Division of Gynecologic Oncology, Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh School of Medicine, 300 Halket Street, Pittsburgh, PA, 15213, USA
| | - Marco Montagna
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV - IRCCS, Via Gattamelata 64, Padua, 35128, Italy
| | - Victor Moreno
- Catalan Institute of Oncology, Bellvitge Biomedical Research Institute (IDIBELL), Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP) and University of Barcelona, Barcelona, 08908, Spain
| | - Kirsten B Moysich
- Division of Cancer Prevention and Control, Roswell Park Cancer Institute, Elm & Carlton Streets, Buffalo, NY, 14263, USA
| | - Lorelei Mucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
| | - Kenneth Muir
- Division of Population Health, Health Services Research and Primary Care, University of Manchester, Oxford Road, Manchester, M13 9PL, UK
- Division of Health Sciences, Warwick Medical School, University of Warwick, Coventry, CV4 7AL, UK
| | - Anna Marie Mulligan
- Department of Laboratory Medicine and Pathobiology, University of Toronto, 1 King's College Circle, Toronto, ON, M5S1A8, Canada
- Laboratory Medicine Program, University Health Network, 200 Elizabeth Street, Toronto, ON, M5G2C4, Canada
| | - Katherine L Nathanson
- Department of Medicine, Abramson Cancer Center, Perelman School of Medicine at the University of Pennsylvania, 3400 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - David E Neal
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, CB2 0RE, Cambridge, UK
- Nuffield Department of Surgical Sciences, Faculty of Medical Science, John Radcliffe Hospital, University of Oxford, Oxford, OX1 2JD, UK
- Department of Oncology, Addenbrooke's Hospital, University of Cambridge, Cambridge, CB1 8RN, UK
| | - Andrew R Ness
- NIHR Bristol Biomedical Research Centre Nutrition Theme, University of Bristol, Upper Maudlin Street, Bristol, BS2 8AE, UK
| | - Susan L Neuhausen
- Department of Population Sciences, Beckman Research Institute of City of Hope, 1500 E Duarte, Duarte, CA, 91010, USA
| | - Heli Nevanlinna
- Department of Obstetrics and Gynecology, Helsinki University Hospital, University of Helsinki, Haartmaninkatu 8, 00290, Helsinki, Finland
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
- School of Public Health, University of Washington, 1959 NE Pacific Street, Health Science Buidling, F-350, Seattle, WA, 98195, USA
| | - Lisa F Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
- Department of Urology, University of Washington, Seattle, Washington, 98195, USA
| | - Finn Cilius Nielsen
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, DK-2100, Copenhagen, Denmark
| | - Liene Nikitina-Zake
- Latvian Biomedical Research and Study Centre, Ratsupites str 1, Riga, LV-1067, Latvia
| | - Børge G Nordestgaard
- Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev Ringvej 75, 2730, Herlev, Denmark
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev Ringvej 75, 2730, Herlev, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Robert L Nussbaum
- Cancer Genetics and Prevention Program, University of California San Francisco, 1600 Divisadero St, San Francisco, CA, 94143-1714, USA
| | - Kenneth Offit
- Clinical Genetics Research Lab, Department of Cancer Biology and Genetics, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
- Clinical Genetics Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA
| | - Edith Olah
- Department of Molecular Genetics, National Institute of Oncology, Ráth György u7-9, 1122, Budapest, Hungary
| | - Ali Amin Al Olama
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Olufunmilayo I Olopade
- Center for Clinical Cancer Genetics, The University of Chicago, 5841S Maryland Ave, Chicago, IL, 60637, USA
| | - Andrew F Olshan
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, 135 Dauer Dr, Chapel Hill, NC, 27599-7435, USA
- UNC Lineberger Comprehensive Cancer Center, 450 West Dr, Chapell Hill, NC, 27599, USA
| | - Håkan Olsson
- Department of Cancer Epidemiology, Clinical Sciences, Lund University, Barngatan 4, Skånes universitetssjukhus, 222 42, Lund, Sweden
| | - Ana Osorio
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Calle de Melchor Fernández Almagro, 3, 28029, Madrid, Spain
- Biomedical Network on Rare Diseases (CIBERER), AvMonforte de Lemos, 3-5Pabellón 11Planta 0, 28029, Madrid, Spain
| | - Hardev Pandha
- The University of Surrey, Guildford, Surrey, GU2 7XH, UK
| | - Jong Y Park
- Department of Cancer Epidemiology, HLee Moffitt Cancer Center and Research Institute, 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Nora Pashayan
- Department of Applied Health Research, University College London, 1-19 Torrington Place, London, WC1E 6BT, UK
- Centre for Cancer Genetic Epidemiology, Department of Oncology, Strangeways Laboratory, University of Cambridge, Cambridge, CB1 8RN, UK
| | - Michael T Parsons
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, 300 Herston Road, Brisbane, QLD, 4006, Australia
| | - Tanja Pejovic
- Department of Obstetrics and Gynecology, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, L-466, Portland, OR, 97239, USA
- Knight Cancer Institute, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, L-466, Portland, OR, 97239, USA
| | - Kathryn L Penney
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, 181 Longwood Avenue, Boston, MA, 02115, USA
| | - Wilbert H M Peters
- Department of Gastroenterology, Radboud University Nijmegen Medical Center, Geert Grooteplein Zuid 10, Internal BOBox 433, 6525 GA, Nijmegen, The Netherlands
| | - Catherine M Phelan
- Department of Cancer Epidemiology, HLee Moffitt Cancer Center and Research Institute, 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Amanda I Phipps
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
- Department of Epidemiology, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA
| | - Dijana Plaseska-Karanfilska
- Research Centre for Genetic Engineering and Biotechnology 'Georgi DEfremov', Macedonian Academy of Sciences and Arts, Boulevard Krste Petkov Misirkov, 1000, Skopje, Republic of Macedonia
| | - Miranda Pring
- Bristol Dental School, University of Bristol, Lower Maudlin Street, Bristol, BS1 2LY, UK
| | - Darya Prokofyeva
- Department of Genetics and Fundamental Medicine, Bashkir State University, ulZaki Validi 32, Ufa, Russia, 450076
| | - Paolo Radice
- Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Research, Fondazione IRCCS (Istituto Di Ricovero e Cura a Carattere Scientifico) Istituto Nazionale dei Tumori (INT), Via Giacomo Venezian 1, 20133, Milan, Italy
| | - Kari Stefansson
- Decode genetics, Sturlugata 8, IS-101 Reykjavik, Reykjavik, Iceland, Iceland
| | - Susan J Ramus
- School of Women's and Children's Health, Faculty of Medicine, University of NSW Sydney, 18 High St, Sydney, NSW, 2052, Australia
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, 384 Victoria Street, Sydney, NSW, 2010, Australia
| | - Leon Raskin
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 1161 21st Ave S # D3300, Nashville, TN, 37232, USA
| | - Gad Rennert
- Clalit National Cancer Control Center, Carmel Medical Center and Technion Faculty of Medicine, 7 Michal Street, 34362, Haifa, Israel
| | - Hedy S Rennert
- Clalit National Cancer Control Center, Carmel Medical Center and Technion Faculty of Medicine, 7 Michal Street, 34362, Haifa, Israel
| | | | - Marjorie J Riggan
- Department of Obstetrics and Gynecology, Duke University Medical Center, 25171 Morris Bldg, Durham, NC, 27710, USA
| | - Harvey A Risch
- Department of Chronic Disease Epidemiology, Yale School of Public Health, 60 College St, New Haven, CT, 06510, USA
| | - Angela Risch
- Cancer Center Cluster Salzburg at PLUS, Department of Molecular Biology, University of Salzburg, Billrothstr11, 5020, Salzburg, Austria
- Division of Epigenomics and Cancer Risk Factors, DKFZ - German Cancer Research Center, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Member of the German Center for Lung Research (DZL), Translational Lung Research Center Heidelberg (TLRC-H), 69120, Heidelberg, Germany
| | - Monique J Roobol
- Department of Urology, Erasmus University Medical Center, Wytemaweg 80, 3015 CN, Rotterdam, The Netherlands
| | - Barry S Rosenstein
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue, New York, NY, 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue, New York, NY, 10029, USA
| | - Mary Anne Rossing
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
- Department of Epidemiology, University of Washington, M4 C308, 1100 Fairview Ave N, Seattle, WA, 98109, USA
| | - Kim De Ruyck
- Faculty of Medicine and Health Sciences, Basic Medical Sciences, Ghent University, De Pintelaan 185, 9000, Gent, Belgium
| | - Emmanouil Saloustros
- Hereditary Cancer Clinic, University Hospital of Heraklion, Voutes, 711 10, Heraklion, Greece
| | - Dale P Sandler
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, 111TWAlexander Drive, Research Triangle Park, NC, 27709, USA
| | - Elinor J Sawyer
- Research Oncology, Guy's Hospital, King's College London, Guy's Hospital Great Maze Pond, London, SE1 9RT, UK
| | - Matthew B Schabath
- Department of Cancer Epidemiology, HLee Moffitt Cancer Center and Research Institute, 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Johanna Schleutker
- Institute of Biomedicine, University of Turku, 20014, Turku, Finland
- Division of Laboratory, Department of Medical Genetics, Turku University Hospital, 20014, Turku, Finland
- Prostate Cancer Research Center, Faculty of Medicine and Life Sciences and BioMediTech Institute, University of Tampere, 33014, Tampere, Finland
| | - Marjanka K Schmidt
- Division of Molecular Pathology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek hospital, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - V Wendy Setiawan
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1450 Biggy Street, Los Angeles, CA, 90033, USA
| | - Hongbing Shen
- Department of Epidemiology and Biostatistics, Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, School of Public Health, Nanjing Medical University, 101 Longmian Ave, Jiangning District, 211166, Nanjing, People's Republic of China
| | - Erin M Siegel
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, 12902 Magnolia Dr. MRC-CANCONT, Tampa, FL, 33612, USA
| | - Weiva Sieh
- Department of Genetics and Genomic Sciences, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue, 2nd floor, New York, NY, 10029, USA
| | - Christian F Singer
- Dept of OB/GYN and Comprehensive Cancer Center, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Martha L Slattery
- Department of Internal Medicine, University of Utah Health Sciences Center, 295 Chipeta Way, Salt Lake City, UT, 84132, USA
| | - Karina Dalsgaard Sorensen
- Department of Molecular Medicine, Aarhus University Hospital, DK-8200, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, DK-8200, Aarhus, Denmark
| | - Melissa C Southey
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, 246 Clayton Road, Clayton, VIC, 3168, Australia
- Department of Clinical Pathology, The University of Melbourne, Cnr Grattan Street and Royal Parade, Melbourne, VIC, 3010, Australia
| | - Amanda B Spurdle
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, 300 Herston Road, Brisbane, QLD, 4006, Australia
| | - Janet L Stanford
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
- Department of Epidemiology, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA
| | - Victoria L Stevens
- Epidemiology Research Program, American Cancer Society, 250 Williams Street NW, Atlanta, GA, 30303, USA
| | - Sebastian Stintzing
- Department of Medicine III, University Hospital, LMU Munich, Marchioninistr15, 81377, Munich, Germany
| | - Jennifer Stone
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 1, 723 Swanston Street, Melbourne, VIC, 3010, Australia
- The Curtin UWA Centre for Genetic Origins of Health and Disease, Curtin University and University of Western Australia, 35 Stirling Hwy, Perth, WA, 6000, Australia
| | - Karin Sundfeldt
- Department of Obstetrics and Gynecology, Sahlgrenska Cancer Center, Inst Clinical Scienses, University of Gothenburg, Blå stråket 6, 41345, Gothenburg, Sweden
| | - Rebecca Sutphen
- Epidemiology Center, College of Medicine, University of South Florida, 3650 Spectrum Blvd, Suite 100, Tampa, FL, 33612, USA
| | - Anthony J Swerdlow
- Division of Genetics and Epidemiology, The Institute of Cancer Research, 15 Cotswold Road, London, SM2 5NG, UK
- Division of Breast Cancer Research, The Institute of Cancer Research, London, SW7 3RP, UK
| | - Eloiza H Tajara
- Department of Molecular Biology, School of Medicine of São José do Rio Preto, Av Brig Faria Lima 5416 Vila São Pedro, São José do Rio Preto, SP, 15090-000, Brazil
- Department of Genetics and Evolutive Biology, Institute of Biosciences, University of São Paulo, Rua do Matão, 321, São Paulo, SP, 05508-090, Brazil
| | - Catherine M Tangen
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, Washington, 98109, USA
| | - Adonina Tardon
- Faculty of Medicine, University of Oviedo and CIBERESP, Campus del Cristo s/n, 33006, Oviedo, Spain
| | - Jack A Taylor
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, 111TWAlexander Drive, Research Triangle Park, NC, 27709, USA
- Epigenetic and Stem Cell Biology Laboratory, National Institute of Environmental Health Sciences, NIH, 111TWAlexander Drive, Research Triangle Park, NC, 27709, USA
| | - M Dawn Teare
- Medical Statistics Group, School of Health and Related Research (ScHARR), University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA, UK
| | - Manuel R Teixeira
- Department of Genetics, Portuguese Oncology Institute, Rua DrAntónio Bernardino de Almeida 62, 4220-072, Porto, Portugal
- Biomedical Sciences Institute (ICBAS), University of Porto, RJorge de Viterbo Ferreira 228, 4050-013, Porto, Portugal
| | - Mary Beth Terry
- Department of Epidemiology, Mailman School of Public Health, Columbia University, 722 West 168th Street, New York, NY, 10032, USA
| | - Kathryn L Terry
- Obstetrics and Gynecology Epidemiology Center, Brigham and Women's Hospital, 221 Longwood Avenue RFB 368, Boston, MA, 02115, USA
- Harvard THChan School of Public Health, 221 Longwood Avenue RFB 368, Boston, MA, 02115, USA
| | - Stephen N Thibodeau
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First StSW, Rochester, MN, 55905, USA
| | - Mads Thomassen
- Department of Clinical Genetics, Odense University Hospital, Sonder Boulevard 29, 5000, Odence C, Denmark
| | - Line Bjørge
- Department of Gynecology and Obstetrics, Haukeland University Hospital, 5021, Bergen, Norway
- Centre for Cancer Biomarkers CCBIO, Department of Clinical Science, University of Bergen, 5021, Bergen, Norway
| | - Marc Tischkowitz
- Program in Cancer Genetics, Departments of Human Genetics and Oncology, McGill University, 1001 Decarie Boulevard, Montréal, QC, H4A3J1, Canada
- Department of Medical Genetics, Cambridge University, Hills Road, Cambridge, CB2 0QQ, UK
| | - Amanda E Toland
- Department of Cancer Biology and Genetics, The Ohio State University, 460W12th Avenue, Columbus, OH, 43210, USA
| | - Diana Torres
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, 69120, Heidelberg, Germany
- Institute of Human Genetics, Pontificia Universidad Javeriana, Carrera 7 No40-90, Bogota, Colombia
| | - Paul A Townsend
- Division of Cancer Sciences, Manchester Cancer Research Centre, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, NIHR Manchester Biomedical Research Centre, Health Innovation Manchester, University of Manchester, Manchester, M20 4GJ, UK
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, UK
| | - Nadine Tung
- Department of Medical Oncology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA, 02215, USA
| | - Shelley S Tworoger
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
- Department of Cancer Epidemiology, HLee Moffitt Cancer Center and Research Institute, 12902 Magnolia Drive, Tampa, FL, 33612, USA
| | - Cornelia M Ulrich
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, 2000 Circle of Hope, Rm 4125, Salt Lake City, UT, 84112, USA
| | - Nawaid Usmani
- Department of Oncology, Cross Cancer Institute, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada
- Division of Radiation Oncology, Cross Cancer Institute, University of Alberta, 116 St & 85 Ave, Edmonton, AB T6G 2R3, Canada
| | - Celine M Vachon
- Department of Health Sciences Research, Mayo Clinic, 200 First StSW, Rochester, MN, 55905, USA
| | - Els Van Nieuwenhuysen
- Division of Gynecologic Oncology, Department of Obstetrics and Gynaecology and Leuven Cancer Institute, University Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Ana Vega
- Biomedical Network on Rare Diseases (CIBERER), AvMonforte de Lemos, 3-5Pabellón 11Planta 0, 28029, Madrid, Spain
- Fundación Pública Galega Medicina Xenómica & Instituto de Investigación Sanitaria de Santiago de Compostela, calle Choupana s/n, 15706, Santiago De Compostela, Spain
| | - Miguel Elías Aguado-Barrera
- Fundación Pública Galega Medicina Xenómica & Instituto de Investigación Sanitaria de Santiago de Compostela, calle Choupana s/n, 15706, Santiago De Compostela, Spain
| | - Qin Wang
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Penelope M Webb
- Population Health Department, QIMR Berghofer Medical Research Institute, 300 Herston Road, Brisbane, QLD, 4006, Australia
| | - Clarice R Weinberg
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, NIH, 111TWAlexander Drive, Research Triangle Park, NC, 27709, USA
| | - Stephanie Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA
| | - Mark C Weissler
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina at Chapel Hill, Chapel Hill, 27514, NC, USA
| | - Jeffrey N Weitzel
- City of Hope Clinical Cancer Genomics Community Research Network, 1500 East Duarte Road, Duarte, CA, 91010, USA
| | - Catharine M L West
- Division of Cancer Sciences, University of Manchester, Manchester Cancer Research Centre, Manchester Academic Health Science Centre,, The Christie Hospital NHS Foundation Trust, Manchester, M13 9PL, UK
| | - Emily White
- Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
- Department of Epidemiology, University of Washington, 1100 Fairview Ave N, Seattle, WA, 98109, USA
| | - Alice S Whittemore
- Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, 259 Campus Drive, Stanford, CA, 94305, USA
- Department of Biomedical Data Science, Stanford University School of Medicine, 259 Campus Drive, Stanford, CA, 94305, USA
| | - H-Erich Wichmann
- Institute of Medical Informatics, Biometry and Epidemiology, Chair of Epidemiology, Ludwig Maximilians University, Neuherberg D-85764, Munich, 803539, Bavaria, Germany
- Helmholtz Zentrum Munchen, German Research Center for Environmental Health (GmbH), Institute of Epidemiology, Ingolstadter Landstr1, 85764, Neuherberg, Germany
- Institute of Medical Statistics and Epidemiology, Technical University Munich, Munich, 80333, Germany
| | - Fredrik Wiklund
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Karolinska Univ Hospital, 171 76, Stockholm, Sweden
| | - Robert Winqvist
- Laboratory of Cancer Genetics and Tumor Biology, Cancer and Translational Medicine Research Unit, Biocenter Oulu, University of Oulu, Aapistie 5A, 90220, Oulu, Finland
- Laboratory of Cancer Genetics and Tumor Biology, Northern Finland Laboratory Centre Oulu, Aapistie 5A, 90220, Oulu, Finland
| | - Alicja Wolk
- Department of Environmental Medicine, Division of Nutritional Epidemiology, Karolinska Institutet, Nobels väg 13, SE-171 77, SE-171, Stockholm, Sweden
- Department of Surgical Sciences, Uppsala University, 751 85, Uppsala, Sweden
| | - Penella Woll
- Academic Unit of Clinical Oncology, University of Sheffield, Weston Park Hospital, Whitham Road, Sheffield, S10 2SJ, UK
| | - Michael Woods
- Discipline of Genetics, Memorial University of Newfoundland, StJohn's, NL, A1C 5S7, Canada
| | - Anna H Wu
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Xifeng Wu
- Department of Epidemiology, Division of Cancer Prevention and Population Science, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, 77030, USA
| | - Drakoulis Yannoukakos
- Molecular Diagnostics Laboratory, INRASTES, National Centre for Scientific Research 'Demokritos', Neapoleos 10, AgParaskevi, Athens, 15310, Greece
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, 1161 21st Ave S # D3300, Nashville, TN, 37232, USA
| | - Shanbeh Zienolddiny
- National Institute of Occupational Health (STAMI), Gydas vei 8, 0033, Oslo, Norway
| | - Argyrios Ziogas
- Department of Epidemiology, Genetic Epidemiology Research Institute, University of California Irvine, 224 Irvine Hall, Irvine, CA, 92617, USA
| | - Kristin K Zorn
- Magee-Womens Hospital, University of Pittsburgh School of Medicine, 300 Halket St, Pittsburgh, PA, 15213, USA
| | - Jacqueline M Lane
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, 75 Ames St, Cambridge, MA, 02142, USA
- Center for Genomic Medicine and Department of Anasthesia, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Richa Saxena
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, 75 Ames St, Cambridge, MA, 02142, USA
- Center for Genomic Medicine and Department of Anasthesia, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Duncan Thomas
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Rayjean J Hung
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, 60 Murray Street, Toronto, Ontario, M5T 3L9, Canada
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, 155 College Street, Toronto, ON, M5T3M7, Canada
| | - Brenda Diergaarde
- Human Genetics, Graduate School of Public Health, University of Pittsburgh, UPMC Cancer Pavilion, Suite 4C, Office # 467, 5150 Centre Avenue, Pittsburgh, PA, 15232, USA
- UPMC Hillman Cancer Center, Pittsburgh, 15232, PA, USA
| | - James McKay
- Genetic Cancer Susceptibility Group, International Agency for Research on Cancer, 150 cours Albert Thomas, 69008, Lyon, France
| | - Ulrike Peters
- Department of Epidemiology, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA
| | - Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA
| | - Montserrat García-Closas
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Rockville, MD, 20850, USA
| | - Rosalind A Eeles
- Division of Genetics and Epidemiology, The Institute of Cancer Research, 15 Cotswold Road, London, SM2 5NG, UK
- Oncogenetics Team, The Institute of Cancer Research and Royal Marsden NHS Foundation Trust, Downs Road, Sutton, SM2 5NG, UK
| | - Georgia Chenevix-Trench
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, 300 Herston Road, Brisbane, QLD, 4006, Australia
| | - Paul J Brennan
- Section of Genetics, International Agency for Research on Cancer, 150 cours Albert Thomas, 69008, Lyon, France
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA, 48109, USA
| | - Jacques Simard
- Genomics Center, Centre Hospitalier Universitaire de Québec - Université Laval Research Center, 2705 Laurier Boulevard, Québec City, QC, G1V4G2, Canada
| | - Douglas F Easton
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Stephen B Gruber
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Paul D P Pharoah
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, 2 Worts' Causeway, Cambridge, CB1 8RN, UK
| | - Alkes L Price
- Program in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, 75 Ames St, Cambridge, MA, 02142, USA
| | - Bogdan Pasaniuc
- UCLA Path and Lab Med, University of California, 10833 Le Conte Ave, Los Angeles, CA, 190095, USA
| | - Christopher I Amos
- Department of Medicine, Epidemiology Section, Institute for Clinical and Translational Research, Baylor Medical College, One Baylor Plaza, MS: BCM451, Suite 100D, Houston, TX, 77030-3411, USA
| | - Peter Kraft
- Program in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA.
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA.
| | - Sara Lindström
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA, 98109-1024, USA.
- Department of Epidemiology, University of Washington School of Public Health, 1959 NE Pacific St, Seattle, WA, 98195, USA.
| |
Collapse
|
9
|
Huyghe JR, Bien SA, Harrison TA, Kang HM, Chen S, Schmit SL, Conti DV, Qu C, Jeon J, Edlund CK, Greenside P, Wainberg M, Schumacher FR, Smith JD, Levine DM, Nelson SC, Sinnott-Armstrong NA, Albanes D, Alonso MH, Anderson K, Arnau-Collell C, Arndt V, Bamia C, Banbury BL, Baron JA, Berndt SI, Bézieau S, Bishop DT, Boehm J, Boeing H, Brenner H, Brezina S, Buch S, Buchanan DD, Burnett-Hartman A, Butterbach K, Caan BJ, Campbell PT, Carlson CS, Castellví-Bel S, Chan AT, Chang-Claude J, Chanock SJ, Chirlaque MD, Cho SH, Connolly CM, Cross AJ, Cuk K, Curtis KR, de la Chapelle A, Doheny KF, Duggan D, Easton DF, Elias SG, Elliott F, English DR, Feskens EJM, Figueiredo JC, Fischer R, FitzGerald LM, Forman D, Gala M, Gallinger S, Gauderman WJ, Giles GG, Gillanders E, Gong J, Goodman PJ, Grady WM, Grove JS, Gsur A, Gunter MJ, Haile RW, Hampe J, Hampel H, Harlid S, Hayes RB, Hofer P, Hoffmeister M, Hopper JL, Hsu WL, Huang WY, Hudson TJ, Hunter DJ, Ibañez-Sanz G, Idos GE, Ingersoll R, Jackson RD, Jacobs EJ, Jenkins MA, Joshi AD, Joshu CE, Keku TO, Key TJ, Kim HR, Kobayashi E, Kolonel LN, Kooperberg C, Kühn T, Küry S, Kweon SS, Larsson SC, Laurie CA, Le Marchand L, Leal SM, Lee SC, Lejbkowicz F, Lemire M, Li CI, Li L, Lieb W, Lin Y, Lindblom A, Lindor NM, Ling H, Louie TL, Männistö S, Markowitz SD, Martín V, Masala G, McNeil CE, Melas M, Milne RL, Moreno L, Murphy N, Myte R, Naccarati A, Newcomb PA, Offit K, Ogino S, Onland-Moret NC, Pardini B, Parfrey PS, Pearlman R, Perduca V, Pharoah PDP, Pinchev M, Platz EA, Prentice RL, Pugh E, Raskin L, Rennert G, Rennert HS, Riboli E, Rodríguez-Barranco M, Romm J, Sakoda LC, Schafmayer C, Schoen RE, Seminara D, Shah M, Shelford T, Shin MH, Shulman K, Sieri S, Slattery ML, Southey MC, Stadler ZK, Stegmaier C, Su YR, Tangen CM, Thibodeau SN, Thomas DC, Thomas SS, Toland AE, Trichopoulou A, Ulrich CM, Van Den Berg DJ, van Duijnhoven FJB, Van Guelpen B, van Kranen H, Vijai J, Visvanathan K, Vodicka P, Vodickova L, Vymetalkova V, Weigl K, Weinstein SJ, White E, Win AK, Wolf CR, Wolk A, Woods MO, Wu AH, Zaidi SH, Zanke BW, Zhang Q, Zheng W, Scacheri PC, Potter JD, Bassik MC, Kundaje A, Casey G, Moreno V, Abecasis GR, Nickerson DA, Gruber SB, Hsu L, Peters U. Discovery of common and rare genetic risk variants for colorectal cancer. Nat Genet 2019; 51:76-87. [PMID: 30510241 PMCID: PMC6358437 DOI: 10.1038/s41588-018-0286-6] [Citation(s) in RCA: 293] [Impact Index Per Article: 58.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 10/22/2018] [Indexed: 12/17/2022]
Abstract
To further dissect the genetic architecture of colorectal cancer (CRC), we performed whole-genome sequencing of 1,439 cases and 720 controls, imputed discovered sequence variants and Haplotype Reference Consortium panel variants into genome-wide association study data, and tested for association in 34,869 cases and 29,051 controls. Findings were followed up in an additional 23,262 cases and 38,296 controls. We discovered a strongly protective 0.3% frequency variant signal at CHD1. In a combined meta-analysis of 125,478 individuals, we identified 40 new independent signals at P < 5 × 10-8, bringing the number of known independent signals for CRC to ~100. New signals implicate lower-frequency variants, Krüppel-like factors, Hedgehog signaling, Hippo-YAP signaling, long noncoding RNAs and somatic drivers, and support a role for immune function. Heritability analyses suggest that CRC risk is highly polygenic, and larger, more comprehensive studies enabling rare variant analysis will improve understanding of biology underlying this risk and influence personalized screening strategies and drug development.
Collapse
Affiliation(s)
- Jeroen R Huyghe
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Stephanie A Bien
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Tabitha A Harrison
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Hyun Min Kang
- Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Sai Chen
- Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Stephanie L Schmit
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - David V Conti
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Conghui Qu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Jihyoun Jeon
- Department of Epidemiology, University of Michigan, Ann Arbor, MI, USA
| | - Christopher K Edlund
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Peyton Greenside
- Biomedical Informatics Program, Stanford University, Stanford, CA, USA
| | - Michael Wainberg
- Department of Computer Science, Stanford University, Stanford, CA, USA
| | - Fredrick R Schumacher
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Joshua D Smith
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - David M Levine
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Sarah C Nelson
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | | | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - M Henar Alonso
- Cancer Prevention and Control Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Kristin Anderson
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, USA
| | - Coral Arnau-Collell
- Gastroenterology Department, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of Barcelona, Barcelona, Spain
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christina Bamia
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Barbara L Banbury
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - John A Baron
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Stéphane Bézieau
- Service de Génétique Médicale, Centre Hospitalier Universitaire (CHU) Nantes, Nantes, France
| | - D Timothy Bishop
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Juergen Boehm
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, UT, USA
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition (DIfE), Potsdam-Rehbrücke, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefanie Brezina
- Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Stephan Buch
- Department of Medicine I, University Hospital Dresden, Technische Universität Dresden (TU Dresden), Dresden, Germany
| | - Daniel D Buchanan
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Victoria, Australia
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | | | - Katja Butterbach
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Bette J Caan
- Division of Research, Kaiser Permanente Medical Care Program, Oakland, CA, USA
| | - Peter T Campbell
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, GA, USA
| | - Christopher S Carlson
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Sergi Castellví-Bel
- Gastroenterology Department, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of Barcelona, Barcelona, Spain
| | - Andrew T Chan
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Cancer Epidemiology Group, University Medical Centre Hamburg-Eppendorf, University Cancer Centre Hamburg (UCCH), Hamburg, Germany
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Maria-Dolores Chirlaque
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Epidemiology, Regional Health Council, IMIB-Arrixaca, Murcia University, Murcia, Spain
| | - Sang Hee Cho
- Department of Hematology-Oncology, Chonnam National University Hospital, Hwasun, South Korea
| | - Charles M Connolly
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Katarina Cuk
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Keith R Curtis
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Albert de la Chapelle
- Department of Cancer Biology and Genetics and the Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Kimberly F Doheny
- Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - David Duggan
- Translational Genomics Research Institute - An Affiliate of City of Hope, Phoenix, AZ, USA
| | - Douglas F Easton
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Sjoerd G Elias
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Faye Elliott
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Dallas R English
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
- Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Edith J M Feskens
- Division of Human Nutrition and Health, Wageningen University and Research, Wageningen, The Netherlands
| | - Jane C Figueiredo
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Rocky Fischer
- University of Michigan Comprehensive Cancer Center, Ann Arbor, MI, USA
| | - Liesel M FitzGerald
- Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - David Forman
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Manish Gala
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - W James Gauderman
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
- Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Elizabeth Gillanders
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD, USA
| | - Jian Gong
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Phyllis J Goodman
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - William M Grady
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - John S Grove
- University of Hawaii Cancer Research Center, Honolulu, HI, USA
| | - Andrea Gsur
- Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Marc J Gunter
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Robert W Haile
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Jochen Hampe
- Department of Medicine I, University Hospital Dresden, Technische Universität Dresden (TU Dresden), Dresden, Germany
| | - Heather Hampel
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Sophia Harlid
- Department of Radiation Sciences, Oncology Unit, Umeå University, Umeå, Sweden
| | - Richard B Hayes
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY, USA
| | - Philipp Hofer
- Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
- Department of Epidemiology, School of Public Health and Institute of Health and Environment, Seoul National University, Seoul, South Korea
| | - Wan-Ling Hsu
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Wen-Yi Huang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Thomas J Hudson
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - David J Hunter
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Gemma Ibañez-Sanz
- Cancer Prevention and Control Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
- Gastroenterology Department, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona, Spain
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute-IDIBELL, Hospitalet de Llobregat, Barcelona, Spain
| | - Gregory E Idos
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Roxann Ingersoll
- Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Rebecca D Jackson
- Department of Medicine, Division of Endocrinology, Diabetes and Metabolism, The Ohio State University, Columbus, OH, USA
| | - Eric J Jacobs
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, GA, USA
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Amit D Joshi
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Corinne E Joshu
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Temitope O Keku
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, NC, USA
| | - Timothy J Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Hyeong Rok Kim
- Department of Surgery, Chonnam National University Hwasun Hospital and Medical School, Hwasun, Korea
| | - Emiko Kobayashi
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Laurence N Kolonel
- Office of Public Health Studies, University of Hawaii Manoa, Honolulu, HI, USA
| | - Charles Kooperberg
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Tilman Kühn
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sébastien Küry
- Service de Génétique Médicale, Centre Hospitalier Universitaire (CHU) Nantes, Nantes, France
| | - Sun-Seog Kweon
- Department of Preventive Medicine, Chonnam National University Medical School, Gwangju, Korea
- Jeonnam Regional Cancer Center, Chonnam National University Hwasun Hospital, Hwasun, Korea
| | - Susanna C Larsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Cecelia A Laurie
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | | | - Suzanne M Leal
- Center for Statistical Genetics, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Soo Chin Lee
- Department of Haematology-Oncology, National University Cancer Institute, Singapore, Singapore
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Flavio Lejbkowicz
- The Clalit Health Services, Personalized Genomic Service, Carmel, Haifa, Israel
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel
- Clalit National Cancer Control Center, Haifa, Israel
| | - Mathieu Lemire
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Christopher I Li
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Li Li
- Center for Community Health Integration and Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH, USA
| | - Wolfgang Lieb
- Institute of Epidemiology, PopGen Biobank, Christian-Albrechts-University Kiel, Kiel, Germany
| | - Yi Lin
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Annika Lindblom
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Noralane M Lindor
- Department of Health Science Research, Mayo Clinic, Scottsdale, AZ, USA
| | - Hua Ling
- Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Tin L Louie
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Satu Männistö
- Department of Public Health Solutions, National Institute for Health and Welfare, Helsinki, Finland
| | - Sanford D Markowitz
- Departments of Medicine and Genetics, Case Comprehensive Cancer Center, Case Western Reserve University, and University Hospitals of Cleveland, Cleveland, OH, USA
| | - Vicente Martín
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Biomedicine Institute (IBIOMED), University of León, León, Spain
| | - Giovanna Masala
- Cancer Risk Factors and Life-Style Epidemiology Unit, Institute of Cancer Research, Prevention and Clinical Network - ISPRO, Florence, Italy
| | - Caroline E McNeil
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Marilena Melas
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Roger L Milne
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
- Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Lorena Moreno
- Gastroenterology Department, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of Barcelona, Barcelona, Spain
| | - Neil Murphy
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Robin Myte
- Department of Radiation Sciences, Oncology Unit, Umeå University, Umeå, Sweden
| | - Alessio Naccarati
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
- Italian Institute for Genomic Medicine (IIGM), Turin, Italy
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Kenneth Offit
- Clinical Genetics Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Shuji Ogino
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - N Charlotte Onland-Moret
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Barbara Pardini
- Italian Institute for Genomic Medicine (IIGM), Turin, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Patrick S Parfrey
- The Clinical Epidemiology Unit, Memorial University Medical School, Newfoundland, Canada
| | - Rachel Pearlman
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Vittorio Perduca
- Laboratoire de Mathématiques Appliquées MAP5 (UMR CNRS 8145), Université Paris Descartes, Paris, France
- CESP (Inserm U1018), Facultés de Medicine Université Paris-Sud, UVSQ, Université Paris-Saclay, Gustave Roussy, Villejuif, France
| | - Paul D P Pharoah
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Mila Pinchev
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel
| | - Elizabeth A Platz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Ross L Prentice
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Elizabeth Pugh
- Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Leon Raskin
- Division of Epidemiology, Vanderbilt Epidemiology Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Gad Rennert
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel
- Clalit National Cancer Control Center, Haifa, Israel
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Hedy S Rennert
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel
- Clalit National Cancer Control Center, Haifa, Israel
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Elio Riboli
- School of Public Health, Imperial College London, London, UK
| | - Miguel Rodríguez-Barranco
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.GRANADA, Hospitales Universitarios de Granada, Universidad de Granada, Granada, Spain
| | - Jane Romm
- Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Lori C Sakoda
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Clemens Schafmayer
- Department of General and Thoracic Surgery, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Robert E Schoen
- Department of Medicine and Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Daniela Seminara
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD, USA
| | - Mitul Shah
- Centre for Cancer Genetic Epidemiology, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Tameka Shelford
- Center for Inherited Disease Research (CIDR), Institute of Genetic Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Min-Ho Shin
- Department of Preventive Medicine, Chonnam National University Medical School, Gwangju, Korea
| | | | - Sabina Sieri
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Martha L Slattery
- Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Melissa C Southey
- Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Melbourne, Australia
| | - Zsofia K Stadler
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Yu-Ru Su
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Catherine M Tangen
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Stephen N Thibodeau
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Duncan C Thomas
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Sushma S Thomas
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Amanda E Toland
- Departments of Cancer Biology and Genetics and Internal Medicine, Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Antonia Trichopoulou
- Hellenic Health Foundation, Athens, Greece
- WHO Collaborating Center for Nutrition and Health, Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Cornelia M Ulrich
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, UT, USA
| | - David J Van Den Berg
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | - Bethany Van Guelpen
- Department of Radiation Sciences, Oncology Unit, Umeå University, Umeå, Sweden
| | - Henk van Kranen
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Joseph Vijai
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kala Visvanathan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Pavel Vodicka
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, Prague, Czech Republic
- Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
| | - Ludmila Vodickova
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, Prague, Czech Republic
- Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
| | - Veronika Vymetalkova
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, Prague, Czech Republic
- Faculty of Medicine and Biomedical Center in Pilsen, Charles University, Pilsen, Czech Republic
| | - Korbinian Weigl
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Medical Faculty, University of Heidelberg, Heidelberg, Germany
| | - Stephanie J Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Emily White
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Aung Ko Win
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Victoria, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - C Roland Wolf
- School of Medicine, University of Dundee, Dundee, Scotland, UK
| | - Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Michael O Woods
- Memorial University of Newfoundland, Discipline of Genetics, St. John's, Newfoundland, Canada
| | - Anna H Wu
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Syed H Zaidi
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Brent W Zanke
- Division of Hematology, University of Toronto, Toronto, Ontario, Canada
| | - Qing Zhang
- Genomics Shared Resource, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Peter C Scacheri
- Department of Genetics and Genome Sciences, Case Western Reserve University School of Medicine, Case Comprehensive Cancer Center, Cleveland, OH, USA
| | - John D Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | - Anshul Kundaje
- Department of Computer Science, Stanford University, Stanford, CA, USA
- Department of Genetics, Stanford University, Stanford, CA, USA
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Victor Moreno
- Cancer Prevention and Control Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute-IDIBELL, Hospitalet de Llobregat, Barcelona, Spain
| | - Goncalo R Abecasis
- Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | | | - Stephen B Gruber
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
- Department of Epidemiology, University of Washington, Seattle, WA, USA.
| |
Collapse
|
10
|
Melas M, McDonnell KJ, Edlund CK, Tash SJ, Sturgeon DY, Qu C, Lazaris C, Gruber PJ, Glover TW, Emanuel BS, Gruber SB. Abstract 491: Elucidating de novo PATRR-mediated t(3;8) balanced translocation and clear cell renal cell carcinoma. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Palindromic AT-Rich Repeat (PATRR) - mediated translocations entail exchange across chromosomes at sites enriched in palindromic repeats of the nucleotides adenine (A) and thymine (T). Their precise embryologic origin and associated pathobiology with clear cell renal cell carcinoma (ccRCC) remain incompletely described. In the present study we document an individual with familial non-VHL ccRCC (7 primary renal tumors) who harbors a germline de novo PATRR mediated balanced translocation involving chromosomes 3 and 8 [t(3;8)] validated by spectral karyotyping (SKY).
Using translocation specific PCR and DNA sequencing we determined the chromosome 3 breakpoint to be located in an AT-rich palindromic sequence in the third intron of the FHIT gene (chr3p14.2) and the chromosome 8 breakpoint in the first intron of the TRC8 gene (chr8q24.1). Genotyping analysis, using a high density custom exomechip array by Illumina, revealed a loss of the entire aberrant chromosome 8 carrying the 3p segment [der(8)] in all renal tumors tested. We also determined that the [46, XY, t(3;8), (p14.2, q24.1)] translocation was paternally derived by performing a genotypic assessment of the regions that differ between the parental alleles and then establishing which haplotypes are associated with the translocation. The somatic mutational landscape was assessed by Whole Exome sequencing of the renal tumors and the proband’s germline DNA. No germline or somatic deleterious mutations were detected in VHL gene suggesting that the ccRCC phenotype is not associated with Von Hippel-Lindau disease.
Furthermore, we measured the transcriptomic profiles of the renal tumors and matched normal tissues employing barcoded probe hybridization technology (NanoString) and RNASeq to fully characterize differential gene expression and define gene ontology networks that are dysregulated. Most significantly, no difference in expression of the VHL gene was detected between tumors and normal counterparts. Aberrant regulation was detected in members of WNT signaling pathway, TGF-beta and MAPK pathways, in addition to NOTCH signaling pathway genes and members of the VEGF family. In summary, in this study we employed advanced genomic and transcriptomic techniques, to delineate the embryologic origin and deleterious biological consequences of the PATRR-mediated t(3;8) balanced translocation associated with clear cell renal cell carcinoma.
Citation Format: Marilena Melas, Kevin J. McDonnell, Christopher K. Edlund, Sarah J. Tash, Duveen Y. Sturgeon, Chenxu Qu, Charalampos Lazaris, Peter J. Gruber, Thomas W. Glover, Beverly S. Emanuel, Stephen B. Gruber. Elucidating de novo PATRR-mediated t(3;8) balanced translocation and clear cell renal cell carcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 491. doi:10.1158/1538-7445.AM2017-491
Collapse
Affiliation(s)
- Marilena Melas
- 1USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA
| | - Kevin J. McDonnell
- 1USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA
| | - Christopher K. Edlund
- 1USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA
| | - Sarah J. Tash
- 2Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Duveen Y. Sturgeon
- 1USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA
| | - Chenxu Qu
- 1USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA
| | - Charalampos Lazaris
- 3Laura & Isaac Perlmutter Cancer Center and Helen L. & Martin S. Kimmel Center for Stem Cell Biology School of Medicine, New York, NY
| | - Peter J. Gruber
- 4Division of Cardiothoracic Surgery, Department of Surgery, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Thomas W. Glover
- 5Department of Human Genetics, University of Michigan Medical School, Ann Arbor, MI
| | - Beverly S. Emanuel
- 2Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Stephen B. Gruber
- 1USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA
| |
Collapse
|
11
|
Amos CI, Dennis J, Wang Z, Byun J, Schumacher FR, Gayther SA, Casey G, Hunter DJ, Sellers TA, Gruber SB, Dunning AM, Michailidou K, Fachal L, Doheny K, Spurdle AB, Li Y, Xiao X, Romm J, Pugh E, Coetzee GA, Hazelett DJ, Bojesen SE, Caga-Anan C, Haiman CA, Kamal A, Luccarini C, Tessier D, Vincent D, Bacot F, Van Den Berg DJ, Nelson S, Demetriades S, Goldgar DE, Couch FJ, Forman JL, Giles GG, Conti DV, Bickeböller H, Risch A, Waldenberger M, Brüske-Hohlfeld I, Hicks BD, Ling H, McGuffog L, Lee A, Kuchenbaecker K, Soucy P, Manz J, Cunningham JM, Butterbach K, Kote-Jarai Z, Kraft P, FitzGerald L, Lindström S, Adams M, McKay JD, Phelan CM, Benlloch S, Kelemen LE, Brennan P, Riggan M, O'Mara TA, Shen H, Shi Y, Thompson DJ, Goodman MT, Nielsen SF, Berchuck A, Laboissiere S, Schmit SL, Shelford T, Edlund CK, Taylor JA, Field JK, Park SK, Offit K, Thomassen M, Schmutzler R, Ottini L, Hung RJ, Marchini J, Amin Al Olama A, Peters U, Eeles RA, Seldin MF, Gillanders E, Seminara D, Antoniou AC, Pharoah PDP, Chenevix-Trench G, Chanock SJ, Simard J, Easton DF. The OncoArray Consortium: A Network for Understanding the Genetic Architecture of Common Cancers. Cancer Epidemiol Biomarkers Prev 2017; 26:126-135. [PMID: 27697780 PMCID: PMC5224974 DOI: 10.1158/1055-9965.epi-16-0106] [Citation(s) in RCA: 229] [Impact Index Per Article: 32.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Revised: 06/30/2016] [Accepted: 07/29/2016] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Common cancers develop through a multistep process often including inherited susceptibility. Collaboration among multiple institutions, and funding from multiple sources, has allowed the development of an inexpensive genotyping microarray, the OncoArray. The array includes a genome-wide backbone, comprising 230,000 SNPs tagging most common genetic variants, together with dense mapping of known susceptibility regions, rare variants from sequencing experiments, pharmacogenetic markers, and cancer-related traits. METHODS The OncoArray can be genotyped using a novel technology developed by Illumina to facilitate efficient genotyping. The consortium developed standard approaches for selecting SNPs for study, for quality control of markers, and for ancestry analysis. The array was genotyped at selected sites and with prespecified replicate samples to permit evaluation of genotyping accuracy among centers and by ethnic background. RESULTS The OncoArray consortium genotyped 447,705 samples. A total of 494,763 SNPs passed quality control steps with a sample success rate of 97% of the samples. Participating sites performed ancestry analysis using a common set of markers and a scoring algorithm based on principal components analysis. CONCLUSIONS Results from these analyses will enable researchers to identify new susceptibility loci, perform fine-mapping of new or known loci associated with either single or multiple cancers, assess the degree of overlap in cancer causation and pleiotropic effects of loci that have been identified for disease-specific risk, and jointly model genetic, environmental, and lifestyle-related exposures. IMPACT Ongoing analyses will shed light on etiology and risk assessment for many types of cancer. Cancer Epidemiol Biomarkers Prev; 26(1); 126-35. ©2016 AACR.
Collapse
Affiliation(s)
- Christopher I Amos
- Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire.
| | - Joe Dennis
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | - Zhaoming Wang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Jinyoung Byun
- Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Fredrick R Schumacher
- Department of Epidemiology and Biostatistics, School of Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Simon A Gayther
- The Center for Bioinformatics and Functional Genomics at Cedars Sinai Medical Center, Greater Los Angeles Area, Los Angeles, California
| | - Graham Casey
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California
| | - David J Hunter
- Department of Epidemiology, Program in Molecular and Genetic Epidemiology, Harvard School of Public Health, Boston, Massachusetts
| | - Thomas A Sellers
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Stephen B Gruber
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California
| | - Alison M Dunning
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | - Kyriaki Michailidou
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | - Laura Fachal
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | - Kimberly Doheny
- Center for Inherited Disease Research, Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Amanda B Spurdle
- Molecular Cancer Epidemiology, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Yafang Li
- Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Xiangjun Xiao
- Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Jane Romm
- Center for Inherited Disease Research, Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Elizabeth Pugh
- Center for Inherited Disease Research, Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | | | | | - Stig E Bojesen
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | - Charlisse Caga-Anan
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland
| | - Christopher A Haiman
- The Center for Bioinformatics and Functional Genomics at Cedars Sinai Medical Center, Greater Los Angeles Area, Los Angeles, California
| | - Ahsan Kamal
- Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Craig Luccarini
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | - Daniel Tessier
- Génome Québec Innovation Centre, Montreal, Canada and McGill University, Montreal, Canada
| | - Daniel Vincent
- Génome Québec Innovation Centre, Montreal, Canada and McGill University, Montreal, Canada
| | - François Bacot
- Génome Québec Innovation Centre, Montreal, Canada and McGill University, Montreal, Canada
| | - David J Van Den Berg
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California
| | - Stefanie Nelson
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland
| | - Stephen Demetriades
- University Health Network- The Princess Margaret Cancer Centre, Toronto, California
| | | | | | - Judith L Forman
- Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Graham G Giles
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
- Cancer, Genetics and Immunology, Menzies Institute for Medical Research, Hobart, Australia
| | - David V Conti
- Division of Biostatistics, Department of Preventive Medicine, Zilkha Neurogenetic Institute, University of Southern California, Los Angeles, California
| | - Heike Bickeböller
- Department of Genetic Epidemiology, University Medical Center, Georg-August-University, Göttingen, Germany
| | - Angela Risch
- University of Salzburg and Cancer Cluster Salzburg, Salzburg, Austria
- Division of Epigenomics and Cancer Risk Factors, German Cancer Research Center, Heidelberg, Germany
- Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research, Heidelberg, Germany
| | - Melanie Waldenberger
- Research Unit of Molecular Epidemiology, Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Irene Brüske-Hohlfeld
- Helmholtz Zentrum München, Institut für Epidemiologie I, Neuherberg, Oberschleissheim, Germany
| | - Belynda D Hicks
- Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Hua Ling
- Center for Inherited Disease Research, Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Lesley McGuffog
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
- Cancer, Genetics and Immunology, Menzies Institute for Medical Research, Hobart, Australia
| | - Andrew Lee
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | - Karoline Kuchenbaecker
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | - Penny Soucy
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Canada
| | - Judith Manz
- Research Unit of Molecular Epidemiology, Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | | | - Katja Butterbach
- Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | | | - Peter Kraft
- Department of Epidemiology, Program in Molecular and Genetic Epidemiology, Harvard School of Public Health, Boston, Massachusetts
| | - Liesel FitzGerald
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Australia
- Cancer, Genetics and Immunology, Menzies Institute for Medical Research, Hobart, Australia
| | - Sara Lindström
- Department of Epidemiology, Program in Molecular and Genetic Epidemiology, Harvard School of Public Health, Boston, Massachusetts
- Department of Epidemiology, University of Washington, Seattle, Washington
| | - Marcia Adams
- Center for Inherited Disease Research, Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - James D McKay
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Catherine M Phelan
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Sara Benlloch
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | - Linda E Kelemen
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina
| | - Paul Brennan
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Marjorie Riggan
- Department of Gynecology, Duke University Medical Center, Durham, North Carolina
| | - Tracy A O'Mara
- Cancer Division, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Hongbing Shen
- Department of Epidemiology and Biostatistics, Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Medicine, School of Public Health, Nanjing Medical University, Nanjing, P.R. China
| | - Yongyong Shi
- Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Bio-X Institutes, Shanghai Jiao Tong University, Shanghai, P.R. China
| | - Deborah J Thompson
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | | | - Sune F Nielsen
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | - Andrew Berchuck
- Department of Gynecology, Duke University Medical Center, Durham, North Carolina
| | - Sylvie Laboissiere
- Génome Québec Innovation Centre, Montreal, Canada and McGill University, Montreal, Canada
| | - Stephanie L Schmit
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
- Department of Gastrointestinal Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Tameka Shelford
- Center for Inherited Disease Research, Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Christopher K Edlund
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California
| | - Jack A Taylor
- Molecular and Genetic Epidemiology Group, National Institute for Environmental Health Sciences, Research Triangle Park, North Carolina
| | - John K Field
- Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Sue K Park
- College of Medicine, Seoul National University, Gwanak-gu, Seoul, Korea
| | - Kenneth Offit
- Clinical Genetics Service, Memorial Hospital, New York, New York
- Cancer Biology and Genetics Program, Sloan Kettering Institute, New York, New York
- Department of Medicine, Weill Cornell Medical College, New York, New York
| | - Mads Thomassen
- Department of Clinical Genetics, Odense University Hospital, Odense, Denmark
| | - Rita Schmutzler
- Zentrum Familiärer Brust- und Eierstockkrebs, Universitätsklinikum Köln, Köln, Germany
| | - Laura Ottini
- Department of Molecular Medicine, Sapienza, University of Rome, Rome, Italy
| | - Rayjean J Hung
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, University of Toronto, Toronto, Canada
| | | | - Ali Amin Al Olama
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | | | - Michael F Seldin
- Department of Biochemistry and Molecular Medicine, University of California at Davis, Davis, California
- Department of Internal Medicine, University of California at Davis, Davis, California
| | - Elizabeth Gillanders
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland
| | - Daniela Seminara
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland
| | - Antonis C Antoniou
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | - Paul D P Pharoah
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| | | | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, Maryland
| | - Jacques Simard
- Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Québec and Laval University, Québec City, Canada
| | - Douglas F Easton
- Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom
| |
Collapse
|
12
|
Rand KA, Song C, Dean E, Serie DJ, Curtin K, Sheng X, Hu D, Huff CA, Bernal-Mizrachi L, Tomasson MH, Ailawadhi S, Singhal S, Pawlish K, Peters ES, Bock CH, Stram A, Van Den Berg DJ, Edlund CK, Conti DV, Zimmerman T, Hwang AE, Huntsman S, Graff J, Nooka A, Kong Y, Pregja SL, Berndt SI, Blot WJ, Carpten J, Casey G, Chu L, Diver WR, Stevens VL, Lieber MR, Goodman PJ, Hennis AJM, Hsing AW, Mehta J, Kittles RA, Kolb S, Klein EA, Leske C, Murphy AB, Nemesure B, Neslund-Dudas C, Strom SS, Vij R, Rybicki BA, Stanford JL, Signorello LB, Witte JS, Ambrosone CB, Bhatti P, John EM, Bernstein L, Zheng W, Olshan AF, Hu JJ, Ziegler RG, Nyante SJ, Bandera EV, Birmann BM, Ingles SA, Press MF, Atanackovic D, Glenn MJ, Cannon-Albright LA, Jones B, Tricot G, Martin TG, Kumar SK, Wolf JL, Deming Halverson SL, Rothman N, Brooks-Wilson AR, Rajkumar SV, Kolonel LN, Chanock SJ, Slager SL, Severson RK, Janakiraman N, Terebelo HR, Brown EE, De Roos AJ, Mohrbacher AF, Colditz GA, Giles GG, Spinelli JJ, Chiu BC, Munshi NC, Anderson KC, Levy J, Zonder JA, Orlowski RZ, Lonial S, Camp NJ, Vachon CM, Ziv E, Stram DO, Hazelett DJ, Haiman CA, Cozen W. A Meta-analysis of Multiple Myeloma Risk Regions in African and European Ancestry Populations Identifies Putatively Functional Loci. Cancer Epidemiol Biomarkers Prev 2016; 25:1609-1618. [PMID: 27587788 PMCID: PMC5524541 DOI: 10.1158/1055-9965.epi-15-1193] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2015] [Revised: 06/20/2016] [Accepted: 07/05/2016] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Genome-wide association studies (GWAS) in European populations have identified genetic risk variants associated with multiple myeloma. METHODS We performed association testing of common variation in eight regions in 1,318 patients with multiple myeloma and 1,480 controls of European ancestry and 1,305 patients with multiple myeloma and 7,078 controls of African ancestry and conducted a meta-analysis to localize the signals, with epigenetic annotation used to predict functionality. RESULTS We found that variants in 7p15.3, 17p11.2, 22q13.1 were statistically significantly (P < 0.05) associated with multiple myeloma risk in persons of African ancestry and persons of European ancestry, and the variant in 3p22.1 was associated in European ancestry only. In a combined African ancestry-European ancestry meta-analysis, variation in five regions (2p23.3, 3p22.1, 7p15.3, 17p11.2, 22q13.1) was statistically significantly associated with multiple myeloma risk. In 3p22.1, the correlated variants clustered within the gene body of ULK4 Correlated variants in 7p15.3 clustered around an enhancer at the 3' end of the CDCA7L transcription termination site. A missense variant at 17p11.2 (rs34562254, Pro251Leu, OR, 1.32; P = 2.93 × 10-7) in TNFRSF13B encodes a lymphocyte-specific protein in the TNF receptor family that interacts with the NF-κB pathway. SNPs correlated with the index signal in 22q13.1 cluster around the promoter and enhancer regions of CBX7 CONCLUSIONS: We found that reported multiple myeloma susceptibility regions contain risk variants important across populations, supporting the use of multiple racial/ethnic groups with different underlying genetic architecture to enhance the localization and identification of putatively functional alleles. IMPACT A subset of reported risk loci for multiple myeloma has consistent effects across populations and is likely to be functional. Cancer Epidemiol Biomarkers Prev; 25(12); 1609-18. ©2016 AACR.
Collapse
Affiliation(s)
- Kristin A Rand
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - Chi Song
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | | | | | - Karen Curtin
- University of Utah School of Medicine, Salt Lake City, Utah
| | - Xin Sheng
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - Donglei Hu
- University of California at San Francisco, San Francisco, California
| | - Carol Ann Huff
- Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | | | - Michael H Tomasson
- Alvin J. Siteman Cancer Center, Washington University School of Medicine, Washington University, St. Louis, Missouri
| | | | - Seema Singhal
- Robert H. Lurie Cancer Center, Northwestern University, Chicago, Illinois
| | - Karen Pawlish
- New Jersey State Cancer Registry, New Jersey Department of Health, Trenton, New Jersey
| | - Edward S Peters
- Louisiana State University School of Public Health, Louisiana State University, New Orleans, Louisiana
| | - Cathryn H Bock
- Karmanos Cancer Institute and Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan
| | - Alex Stram
- Genomic Health, Inc., Redwood City, California
| | - David J Van Den Berg
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - Christopher K Edlund
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - David V Conti
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | | | - Amie E Hwang
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - Scott Huntsman
- University of California at San Francisco, San Francisco, California
| | - John Graff
- Rutgers-Robert Wood Johnson Medical School, Rutgers State University of New Jersey, New Brunswick, New Jersey
| | - Ajay Nooka
- Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Yinfei Kong
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - Silvana L Pregja
- Karmanos Cancer Institute and Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan
| | - Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, U.S. NIH, Bethesda, Maryland
| | - William J Blot
- International Epidemiology Institute, Rockville, Maryland
- Division of Epidemiology, Vanderbilt Epidemiology Center, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - John Carpten
- The Translational Genomics Research Institute, Phoenix, Arizona
| | - Graham Casey
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - Lisa Chu
- Cancer Prevention Institute of California, Fremont, California
- Stanford University School of Medicine and Stanford Cancer Institute, Palo Alto, California
| | | | | | - Michael R Lieber
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | | | - Anselm J M Hennis
- Stony Brook University, Stony Brook, New York
- Chronic Disease Research Centre and Faculty of Medical Sciences, University of the West Indies, Bridgetown, Barbados
| | - Ann W Hsing
- Stanford University School of Medicine and Stanford Cancer Institute, Palo Alto, California
| | - Jayesh Mehta
- Robert H. Lurie Cancer Center, Northwestern University, Chicago, Illinois
| | - Rick A Kittles
- Department of Surgery, University of Arizona, Tucson, Arizona
| | - Suzanne Kolb
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Eric A Klein
- Glickman Urologic and Kidney Institute, Cleveland Clinic, Cleveland, Ohio
| | | | - Adam B Murphy
- Robert H. Lurie Cancer Center, Northwestern University, Chicago, Illinois
| | | | | | - Sara S Strom
- The University of Texas MD Anderson Cancer Center, University of Texas, Houston, Texas
| | - Ravi Vij
- Alvin J. Siteman Cancer Center, Washington University School of Medicine, Washington University, St. Louis, Missouri
| | | | - Janet L Stanford
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Lisa B Signorello
- Harvard School of Public Health, Harvard University, Boston, Massachusetts
| | - John S Witte
- Institute for Human Genetics, University of California, San Francisco, San Francisco, California
| | | | - Parveen Bhatti
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Esther M John
- Cancer Prevention Institute of California, Fremont, California
- Stanford University School of Medicine and Stanford Cancer Institute, Palo Alto, California
| | - Leslie Bernstein
- Division of Cancer Etiology, Department of Population Sciences, Beckman Research Institute of the City of Hope, Duarte, California
| | - Wei Zheng
- International Epidemiology Institute, Rockville, Maryland
| | - Andrew F Olshan
- Gillings School of Global Public Health, and Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Jennifer J Hu
- Sylvester Comprehensive Cancer Center and Department of Epidemiology and Public Health, University of Miami Miller School of Medicine, Miami, Florida
| | - Regina G Ziegler
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, U.S. NIH, Bethesda, Maryland
| | - Sarah J Nyante
- Gillings School of Global Public Health, and Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Elisa V Bandera
- Rutgers-Robert Wood Johnson Medical School, Rutgers State University of New Jersey, New Brunswick, New Jersey
| | - Brenda M Birmann
- Harvard School of Public Health, Harvard University, Boston, Massachusetts
| | - Sue A Ingles
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - Michael F Press
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | | | - Martha J Glenn
- University of Utah School of Medicine, Salt Lake City, Utah
| | | | - Brandt Jones
- University of Utah School of Medicine, Salt Lake City, Utah
| | | | - Thomas G Martin
- University of California at San Francisco, San Francisco, California
| | | | - Jeffrey L Wolf
- University of California at San Francisco, San Francisco, California
| | | | - Nathaniel Rothman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, U.S. NIH, Bethesda, Maryland
| | | | | | - Laurence N Kolonel
- University of Hawaii Cancer Center, University of Hawaii, Honolulu, Hawaii
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, U.S. NIH, Bethesda, Maryland
| | | | - Richard K Severson
- Karmanos Cancer Institute and Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan
| | | | | | | | | | - Ann F Mohrbacher
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - Graham A Colditz
- Alvin J. Siteman Cancer Center, Washington University School of Medicine, Washington University, St. Louis, Missouri
| | - Graham G Giles
- Cancer Epidemiology Centre, Cancer Council of Victoria, Melbourne, Victoria, Australia
- School of Population and Global Health, Centre for Epidemiology and Biostatistics, University of Melbourne, Melbourne, Victoria, Australia
- Monash University, Melbourne, Melbourne, Victoria, Australia
| | - John J Spinelli
- BC Cancer Agency, Vancouver, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, Canada
| | | | - Nikhil C Munshi
- Dana Farber Cancer Institute, Harvard School of Medicine, Harvard University, Boston, Massachusetts
| | - Kenneth C Anderson
- Dana Farber Cancer Institute, Harvard School of Medicine, Harvard University, Boston, Massachusetts
| | - Joan Levy
- Multiple Myeloma Research Foundation, Norwalk, Connecticut
| | - Jeffrey A Zonder
- Karmanos Cancer Institute and Department of Oncology, Wayne State University School of Medicine, Detroit, Michigan
| | - Robert Z Orlowski
- The University of Texas MD Anderson Cancer Center, University of Texas, Houston, Texas
| | - Sagar Lonial
- Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Nicola J Camp
- University of Utah School of Medicine, Salt Lake City, Utah
| | | | - Elad Ziv
- University of California at San Francisco, San Francisco, California
| | - Daniel O Stram
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - Dennis J Hazelett
- Center for Bioinformatics and Computational Biology, Cedars Sinai Medical Center, Los Angeles, California.
| | - Christopher A Haiman
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California.
| | - Wendy Cozen
- Keck School of Medicine of USC and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California.
| |
Collapse
|
13
|
Fehringer G, Kraft P, Pharoah PD, Eeles RA, Chatterjee N, Schumacher FR, Schildkraut JM, Lindström S, Brennan P, Bickeböller H, Houlston RS, Landi MT, Caporaso N, Risch A, Amin Al Olama A, Berndt SI, Giovannucci EL, Grönberg H, Kote-Jarai Z, Ma J, Muir K, Stampfer MJ, Stevens VL, Wiklund F, Willett WC, Goode EL, Permuth JB, Risch HA, Reid BM, Bezieau S, Brenner H, Chan AT, Chang-Claude J, Hudson TJ, Kocarnik JK, Newcomb PA, Schoen RE, Slattery ML, White E, Adank MA, Ahsan H, Aittomäki K, Baglietto L, Blomquist C, Canzian F, Czene K, Dos-Santos-Silva I, Eliassen AH, Figueroa JD, Flesch-Janys D, Fletcher O, Garcia-Closas M, Gaudet MM, Johnson N, Hall P, Hazra A, Hein R, Hofman A, Hopper JL, Irwanto A, Johansson M, Kaaks R, Kibriya MG, Lichtner P, Liu J, Lund E, Makalic E, Meindl A, Müller-Myhsok B, Muranen TA, Nevanlinna H, Peeters PH, Peto J, Prentice RL, Rahman N, Sanchez MJ, Schmidt DF, Schmutzler RK, Southey MC, Tamimi R, Travis RC, Turnbull C, Uitterlinden AG, Wang Z, Whittemore AS, Yang XR, Zheng W, Buchanan DD, Casey G, Conti DV, Edlund CK, Gallinger S, Haile RW, Jenkins M, Le Marchand L, Li L, Lindor NM, Schmit SL, Thibodeau SN, Woods MO, Rafnar T, Gudmundsson J, Stacey SN, Stefansson K, Sulem P, Chen YA, Tyrer JP, Christiani DC, Wei Y, Shen H, Hu Z, Shu XO, Shiraishi K, Takahashi A, Bossé Y, Obeidat M, Nickle D, Timens W, Freedman ML, Li Q, Seminara D, Chanock SJ, Gong J, Peters U, Gruber SB, Amos CI, Sellers TA, Easton DF, Hunter DJ, Haiman CA, Henderson BE, Hung RJ. Cross-Cancer Genome-Wide Analysis of Lung, Ovary, Breast, Prostate, and Colorectal Cancer Reveals Novel Pleiotropic Associations. Cancer Res 2016; 76:5103-14. [PMID: 27197191 PMCID: PMC5010493 DOI: 10.1158/0008-5472.can-15-2980] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Accepted: 04/05/2016] [Indexed: 01/26/2023]
Abstract
Identifying genetic variants with pleiotropic associations can uncover common pathways influencing multiple cancers. We took a two-stage approach to conduct genome-wide association studies for lung, ovary, breast, prostate, and colorectal cancer from the GAME-ON/GECCO Network (61,851 cases, 61,820 controls) to identify pleiotropic loci. Findings were replicated in independent association studies (55,789 cases, 330,490 controls). We identified a novel pleiotropic association at 1q22 involving breast and lung squamous cell carcinoma, with eQTL analysis showing an association with ADAM15/THBS3 gene expression in lung. We also identified a known breast cancer locus CASP8/ALS2CR12 associated with prostate cancer, a known cancer locus at CDKN2B-AS1 with different variants associated with lung adenocarcinoma and prostate cancer, and confirmed the associations of a breast BRCA2 locus with lung and serous ovarian cancer. This is the largest study to date examining pleiotropy across multiple cancer-associated loci, identifying common mechanisms of cancer development and progression. Cancer Res; 76(17); 5103-14. ©2016 AACR.
Collapse
Affiliation(s)
- Gordon Fehringer
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, Canada
| | - Peter Kraft
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | | | | | | | | | | | - Sara Lindström
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Paul Brennan
- International Agency for Research on Cancer, Lyon, France
| | | | | | | | | | - Angela Risch
- Division of Cancer Genetics/Epigenetics, Department of Molecular Biology, University of Salzburg, Salzburg, Austria. Division of Epigenomics and Cancer Risk Factors, DKFZ - German Cancer Research Center, Heidelberg, Germany. Translational Lung Research Center Heidelberg (TLRC-H), German Center for Lung Research (DZL), Heidelberg, Germany
| | | | | | | | | | | | - Jing Ma
- Harvard Medical School, Boston Massachusetts. Brigham and Women's Hospital, Boston, Massachusetts
| | - Kenneth Muir
- University of Manchester, Manchester, United Kingdom. The University of Warwick, Coventry, United Kingdom
| | | | - Victoria L Stevens
- Epidemiology Research Program, American Cancer Society, Atlanta, Georgia
| | | | - Walter C Willett
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | | | | | | | | | | | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany. Division of Preventive Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany. German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Andrew T Chan
- Massachusetts General Hospital, Boston, Massachusetts
| | - Jenny Chang-Claude
- National Center for Tumor Diseases and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | | | | | - Robert E Schoen
- University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | | | - Emily White
- Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Muriel A Adank
- VU University Medical Center, Amsterdam, the Netherlands
| | | | - Kristiina Aittomäki
- University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | | | - Carl Blomquist
- University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Isabel Dos-Santos-Silva
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - A Heather Eliassen
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts. Harvard Medical School, Boston Massachusetts
| | | | | | - Olivia Fletcher
- Breakthrough Research Centre, The Institute of Cancer Research, London, United Kingdom
| | | | - Mia M Gaudet
- Epidemiology Research Program, American Cancer Society, Atlanta, Georgia
| | - Nichola Johnson
- Breakthrough Research Centre, The Institute of Cancer Research, London, United Kingdom
| | - Per Hall
- Karolinska Institutet, Stockholm, Sweden
| | - Aditi Hazra
- Harvard Medical School, Boston Massachusetts
| | - Rebecca Hein
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ) Heidelberg, Germany. Institute of Medical Statistics, Informatics and Epidemiology, University of Cologne, Cologne, Germany
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - John L Hopper
- Melbourne School of Population Health, University of Melbourne, Melbourne, Victoria, Australia
| | | | - Mattias Johansson
- International Agency for Research on Cancer, Lyon, France. Department of Biobank Research, Umea University, Umea, Sweden
| | - Rudolf Kaaks
- National Center for Tumor Diseases and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Peter Lichtner
- German Research Center for Environmental Health, Neuherberg, Germany
| | | | - Eiliv Lund
- Institute of Community Medicine, UiT The Arctic University of Norway, Tromso, Norway
| | - Enes Makalic
- Melbourne School of Population Health, University of Melbourne, Melbourne, Victoria, Australia
| | | | | | - Taru A Muranen
- University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Heli Nevanlinna
- University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, the Netherlands
| | - Julian Peto
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | | | | | - Maria Jose Sanchez
- Escuela Andaluza de Salud Publica, Instituto de Investigacion Biosanitaria ibs. GRANADA, Granada, Spain. Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain. CIBER de Epidemiología y Salud Pública CIBERESP, Madrid, Spain
| | - Daniel F Schmidt
- Melbourne School of Population Health, University of Melbourne, Melbourne, Victoria, Australia
| | | | | | | | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | | | - Andre G Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands. Department of Internal Medicine, Erasmus MC, Rotterdam, the Netherlands
| | | | | | | | - Wei Zheng
- Vanderbilt University, Nashville, Tennessee
| | | | - Graham Casey
- University of Southern California, Los Angeles, California
| | - David V Conti
- University of Southern California, Los Angeles, California
| | | | - Steven Gallinger
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, Canada
| | | | - Mark Jenkins
- The University of Melbourne, Melbourne, Victoria, Australia
| | - Loïc Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Li Li
- Case Comprehensive Cancer Center and Mary Ann Swetland Center for Environmental Health, Case Western Reserve University, Cleveland, Ohio
| | | | | | | | - Michael O Woods
- Memorial University of Newfoundland, St. John's, Newfoundland, Canada
| | | | | | | | | | | | | | | | | | - Yongyue Wei
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Hongbing Shen
- Nanjing Medical University School of Public Health, Nanjing, China
| | - Zhibin Hu
- Nanjing Medical University School of Public Health, Nanjing, China
| | | | - Kouya Shiraishi
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan
| | - Atsushi Takahashi
- Laboratory for Statistical Analysis, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | - Yohan Bossé
- Department of Molecular Medicine, Institut universitaire de cardiologie et de pneumologie de Québec, Laval University, Québec, Canada
| | - Ma'en Obeidat
- University of British Columbia Centre for Heart Lung Innovation, St. Paul's Hospital, Vancouver, Canada
| | - David Nickle
- Merck & Co, Merck Research Laboratories, Seattle, Washington
| | - Wim Timens
- University of Groningen, University Medical Center Groningen, GRIAC Research Institute, Groningen, the Netherlands
| | | | | | | | | | - Jian Gong
- Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Ulrike Peters
- Fred Hutchinson Cancer Research Center, Seattle, Washington
| | | | | | | | | | - David J Hunter
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | | | | | - Rayjean J Hung
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, Canada.
| |
Collapse
|
14
|
Schmit SL, Schumacher FR, Edlund CK, Gong J, Rennert G, Zheng W, Le Marchand L, Peters U, Casey G, Hsu L, Gruber SB, Conti DV. Abstract LB-365: Novel susceptibility loci for colorectal cancer: Findings from the colorectal transdisciplinary (CORECT) study OncoArray analysis. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-lb-365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Genome-wide association studies (GWAS) have identified 58 susceptibility alleles across 37 regions associated with the incidence of colorectal cancer (CRC) with P<5E-08, yet much of the disease's familial risk remains to be explained. In its first phase, the Colorectal Transdisciplinary (CORECT) study, in collaboration with the Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO), the Colon Cancer Family Registry (CCFR), the Asian Colorectal Cancer Consortium (ACCC) and the Multiethnic Cohort (MEC), identified 6 of these loci based on 18,299 cases and 19,656 controls. The CORECT consortium recently completed genotyping on approximately 26,000 cases and 18,000 controls using the Illumina Infinium® OncoArray platform with the goals of 1) identifying novel overall and ethnic-specific susceptibility alleles and 2) fine-mapping known CRC risk loci. Newly genotyped samples represent multiple ethnic groups and include individuals primarily of European (75%), Asian (19%) and Hispanic (2.5%) origins. Combining both phases of CORECT, this study constitutes the largest GWAS meta-analysis of CRC to date. Here, we present European-specific results derived from genetically-defined Europeans genotyped on the OncoArray (16,456 cases and 10,442 controls), CORECT Phase I (5,584 cases and 5,329 controls), and CCFR/GECCO (12,715 cases and 14,327 controls), for a total of 34,755 cases and 30,098 controls. OncoArray genotype data were imputed to the 1000 Genomes Phase III reference panel, and summary results from logistic regression adjusting for age, sex, global ancestry, and study-specific covariates were combined in a fixed-effects inverse variance-weighted meta-analysis. Preliminary results indicate at least 10 new low-penetrance risk variants that reach genome-wide significance (P<5E-08) and that are independent of known risk loci. Further, fine-mapping of well-established CRC susceptibility regions is underway. This investigation provides additional insight into the etiology of CRC and informs future risk modeling efforts.
Citation Format: Stephanie L. Schmit, Fredrick R. Schumacher, Christopher K. Edlund, Jian Gong, Gad Rennert, Wei Zheng, Loic Le Marchand, Ulrike Peters, Graham Casey, Li Hsu, Stephen B. Gruber, David V. Conti, CORECT, GECCO, CCFR, ACCC, and MEC. Novel susceptibility loci for colorectal cancer: Findings from the colorectal transdisciplinary (CORECT) study OncoArray analysis. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr LB-365.
Collapse
Affiliation(s)
| | - Fredrick R. Schumacher
- 2USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Christopher K. Edlund
- 2USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Jian Gong
- 3Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Gad Rennert
- 4Clalit Health Services National Israeli Cancer Control Center, Haifa, Israel
| | - Wei Zheng
- 5Division of Epidemiology, Vanderbilt Epidemiology Center, Vanderbilt University School of Medicine and Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN
| | - Loic Le Marchand
- 6Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI
| | - Ulrike Peters
- 3Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Graham Casey
- 2USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Li Hsu
- 3Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Stephen B. Gruber
- 2USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - David V. Conti
- 2USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | | |
Collapse
|
15
|
Baurley JW, Edlund CK, Pardamean CI, Conti DV, Krasnow R, Javitz HS, Hops H, Swan GE, Benowitz NL, Bergen AW. Genome-Wide Association of the Laboratory-Based Nicotine Metabolite Ratio in Three Ancestries. Nicotine Tob Res 2016; 18:1837-1844. [PMID: 27113016 PMCID: PMC4978985 DOI: 10.1093/ntr/ntw117] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Accepted: 04/12/2016] [Indexed: 12/29/2022]
Abstract
Introduction: Metabolic enzyme variation and other patient and environmental characteristics influence smoking behaviors, treatment success, and risk of related disease. Population-specific variation in metabolic genes contributes to challenges in developing and optimizing pharmacogenetic interventions. We applied a custom genome-wide genotyping array for addiction research (Smokescreen), to three laboratory-based studies of nicotine metabolism with oral or venous administration of labeled nicotine and cotinine, to model nicotine metabolism in multiple populations. The trans-3′-hydroxycotinine/cotinine ratio, the nicotine metabolite ratio (NMR), was the nicotine metabolism measure analyzed. Methods: Three hundred twelve individuals of self-identified European, African, and Asian American ancestry were genotyped and included in ancestry-specific genome-wide association scans (GWAS) and a meta-GWAS analysis of the NMR. We modeled natural-log transformed NMR with covariates: principal components of genetic ancestry, age, sex, body mass index, and smoking status. Results: African and Asian American NMRs were statistically significantly (P values ≤ 5E-5) lower than European American NMRs. Meta-GWAS analysis identified 36 genome-wide significant variants over a 43 kilobase pair region at CYP2A6 with minimum P = 2.46E-18 at rs12459249, proximal to CYP2A6. Additional minima were located in intron 4 (rs56113850, P = 6.61E-18) and in the CYP2A6-CYP2A7 intergenic region (rs34226463, P = 1.45E-12). Most (34/36) genome-wide significant variants suggested reduced CYP2A6 activity; functional mechanisms were identified and tested in knowledge-bases. Conditional analysis resulted in intergenic variants of possible interest (P values < 5E-5). Conclusions: This meta-GWAS of the NMR identifies CYP2A6 variants, replicates the top-ranked single nucleotide polymorphism from a recent Finnish meta-GWAS of the NMR, identifies functional mechanisms, and provides pan-continental population biomarkers for nicotine metabolism. Implications: This multiple ancestry meta-GWAS of the laboratory study-based NMR provides novel evidence and replication for genome-wide association of CYP2A6 single nucleotide and insertion–deletion polymorphisms. We identify three regions of genome-wide significance: proximal, intronic, and distal to CYP2A6. We replicate the top-ranking single nucleotide polymorphism from a recent GWAS of the NMR in Finnish smokers, identify a functional mechanism for this intronic variant from in silico analyses of RNA-seq data that is consistent with CYP2A6 expression measured in postmortem lung and liver, and provide additional support for the intergenic region between CYP2A6 and CYP2A7.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - Gary E Swan
- Stanford University School of Medicine , Stanford , CA
| | - Neal L Benowitz
- University of California, San Francisco School of Medicine , San Francisco , CA
| | | |
Collapse
|
16
|
Schmit SL, Schumacher FR, Edlund CK, Conti DV, Ihenacho U, Wan P, Van Den Berg D, Casey G, Fortini BK, Lenz HJ, Tusié-Luna T, Aguilar-Salinas CA, Moreno-Macías H, Huerta-Chagoya A, Ordóñez-Sánchez ML, Rodríguez-Guillén R, Cruz-Bautista I, Rodríguez-Torres M, Muñóz-Hernández LL, Arellano-Campos O, Gómez D, Alvirde U, González-Villalpando C, González-Villalpando ME, Le Marchand L, Haiman CA, Figueiredo JC. Genome-wide association study of colorectal cancer in Hispanics. Carcinogenesis 2016; 37:547-556. [PMID: 27207650 PMCID: PMC4876992 DOI: 10.1093/carcin/bgw046] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Accepted: 04/13/2016] [Indexed: 01/01/2023] Open
Abstract
This manuscript describes the first large-scale genome-wide association study of colorectal cancer in Hispanics and Latinos. Our results demonstrate the broad replication of known susceptibility regions and the importance of fine-mapping in ethnic minority populations. Genome-wide association studies (GWAS) have identified 58 susceptibility alleles across 37 regions associated with the risk of colorectal cancer (CRC) with P < 5×10−8. Most studies have been conducted in non-Hispanic whites and East Asians; however, the generalizability of these findings and the potential for ethnic-specific risk variation in Hispanic and Latino (HL) individuals have been largely understudied. We describe the first GWAS of common genetic variation contributing to CRC risk in HL (1611 CRC cases and 4330 controls). We also examine known susceptibility alleles and implement imputation-based fine-mapping to identify potential ethnicity-specific association signals in known risk regions. We discovered 17 variants across 4 independent regions that merit further investigation due to suggestive CRC associations (P < 1×10−6) at 1p34.3 (rs7528276; Odds Ratio (OR) = 1.86 [95% confidence interval (CI): 1.47–2.36); P = 2.5×10−7], 2q23.3 (rs1367374; OR = 1.37 (95% CI: 1.21–1.55); P = 4.0×10−7), 14q24.2 (rs143046984; OR = 1.65 (95% CI: 1.36–2.01); P = 4.1×10−7) and 16q12.2 [rs142319636; OR = 1.69 (95% CI: 1.37–2.08); P=7.8×10−7]. Among the 57 previously published CRC susceptibility alleles with minor allele frequency ≥1%, 76.5% of SNPs had a consistent direction of effect and 19 (33.3%) were nominally statistically significant (P < 0.05). Further, rs185423955 and rs60892987 were identified as novel secondary susceptibility variants at 3q26.2 (P = 5.3×10–5) and 11q12.2 (P = 6.8×10−5), respectively. Our findings demonstrate the importance of fine mapping in HL. These results are informative for variant prioritization in functional studies and future risk prediction modeling in minority populations.
Collapse
Affiliation(s)
- Stephanie L Schmit
- Department of Preventive Medicine.,University of Southern California Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA.,Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Fredrick R Schumacher
- Department of Preventive Medicine.,University of Southern California Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Christopher K Edlund
- Department of Preventive Medicine.,University of Southern California Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - David V Conti
- Department of Preventive Medicine.,University of Southern California Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Ugonna Ihenacho
- Department of Preventive Medicine.,University of Southern California Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Peggy Wan
- Department of Preventive Medicine.,University of Southern California Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | | | - Graham Casey
- Department of Preventive Medicine.,University of Southern California Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Barbara K Fortini
- Department of Biology, Claremont McKenna College, Claremont, CA 91711, USA
| | - Heinz-Josef Lenz
- Department of Preventive Medicine.,University of Southern California Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Teresa Tusié-Luna
- Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Sección XVI, Tlalpan, 14000 México City, México.,Instituto de Investigaciones Biomédicas, UNAM. Unidad de Biología Molecular y Medicina Genómica, UNAM/INCMNSZ, Coyoacán, 04510 México City, México
| | - Carlos A Aguilar-Salinas
- Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Sección XVI, Tlalpan, 14000 México City, México
| | | | - Alicia Huerta-Chagoya
- Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Sección XVI, Tlalpan, 14000 México City, México.,Instituto de Investigaciones Biomédicas, UNAM. Unidad de Biología Molecular y Medicina Genómica, UNAM/INCMNSZ, Coyoacán, 04510 México City, México
| | | | | | | | | | | | - Olimpia Arellano-Campos
- Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Sección XVI, Tlalpan, 14000 México City, México
| | - Donají Gómez
- Universidad Autónoma Metropolitana, Tlalpan 14387, México City, México
| | - Ulices Alvirde
- Universidad Autónoma Metropolitana, Tlalpan 14387, México City, México
| | - Clicerio González-Villalpando
- Unidad de Investigación en Diabetes, Instituto Nacional de Salud Pública, México City, México.,Centro de Estudios en Diabetes, 01120 México City, México and
| | | | - Loic Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA
| | - Christopher A Haiman
- Department of Preventive Medicine.,University of Southern California Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Jane C Figueiredo
- Department of Preventive Medicine.,University of Southern California Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| |
Collapse
|
17
|
Salomon MP, Li WLS, Edlund CK, Morrison J, Fortini BK, Win AK, Conti DV, Thomas DC, Duggan D, Buchanan DD, Jenkins MA, Hopper JL, Gallinger S, Le Marchand L, Newcomb PA, Casey G, Marjoram P. GWASeq: targeted re-sequencing follow up to GWAS. BMC Genomics 2016; 17:176. [PMID: 26940994 PMCID: PMC4776370 DOI: 10.1186/s12864-016-2459-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2015] [Accepted: 02/09/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND For the last decade the conceptual framework of the Genome-Wide Association Study (GWAS) has dominated the investigation of human disease and other complex traits. While GWAS have been successful in identifying a large number of variants associated with various phenotypes, the overall amount of heritability explained by these variants remains small. This raises the question of how best to follow up on a GWAS, localize causal variants accounting for GWAS hits, and as a consequence explain more of the so-called "missing" heritability. Advances in high throughput sequencing technologies now allow for the efficient and cost-effective collection of vast amounts of fine-scale genomic data to complement GWAS. RESULTS We investigate these issues using a colon cancer dataset. After QC, our data consisted of 1993 cases, 899 controls. Using marginal tests of associations, we identify 10 variants distributed among six targeted regions that are significantly associated with colorectal cancer, with eight of the variants being novel to this study. Additionally, we perform so-called 'SNP-set' tests of association and identify two sets of variants that implicate both common and rare variants in the etiology of colorectal cancer. CONCLUSIONS Here we present a large-scale targeted re-sequencing resource focusing on genomic regions implicated in colorectal cancer susceptibility previously identified in several GWAS, which aims to 1) provide fine-scale targeted sequencing data for fine-mapping and 2) provide data resources to address methodological questions regarding the design of sequencing-based follow-up studies to GWAS. Additionally, we show that this strategy successfully identifies novel variants associated with colorectal cancer susceptibility and can implicate both common and rare variants.
Collapse
Affiliation(s)
- Matthew P Salomon
- Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA. .,Department of Molecular Oncology, John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA, USA.
| | - Wai Lok Sibon Li
- Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.
| | - Christopher K Edlund
- Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.
| | - John Morrison
- Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.
| | - Barbara K Fortini
- Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Melbourne, VIC, Australia.
| | - David V Conti
- Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.
| | - Duncan C Thomas
- Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.
| | - David Duggan
- Translational Genomics Research Institute, Phoenix, AZ, USA.
| | - Daniel D Buchanan
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Melbourne, VIC, Australia. .,Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Melbourne, VIC, Australia.
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Melbourne, VIC, Australia.
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Melbourne, VIC, Australia.
| | - Steven Gallinger
- Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, ON, Canada.
| | | | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
| | - Graham Casey
- Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.
| | - Paul Marjoram
- Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.
| |
Collapse
|
18
|
Abstract
BACKGROUND Addictive disorders are a class of chronic, relapsing mental disorders that are responsible for increased risk of mental and medical disorders and represent the largest, potentially modifiable cause of death. Tobacco dependence is associated with increased risk of disease and premature death. While tobacco control efforts and therapeutic interventions have made good progress in reducing smoking prevalence, challenges remain in optimizing their effectiveness based on patient characteristics, including genetic variation. In order to maximize collaborative efforts to advance addiction research, we have developed a genotyping array called Smokescreen. This custom array builds upon previous work in the analyses of human genetic variation, the genetics of addiction, drug metabolism, and response to therapy, with an emphasis on smoking and nicotine addiction. RESULTS The Smokescreen genotyping array includes 646,247 markers in 23 categories. The array design covers genome-wide common variation (65.67, 82.37, and 90.72% in African (YRI), East Asian (ASN), and European (EUR) respectively); most of the variation with a minor allele frequency ≥ 0.01 in 1014 addiction genes (85.16, 89.51, and 90.49% for YRI, ASN, and EUR respectively); and nearly all variation from the 1000 Genomes Project Phase 1, NHLBI GO Exome Sequencing Project and HapMap databases in the regions related to smoking behavior and nicotine metabolism: CHRNA5-CHRNA3-CHRNB4 and CYP2A6-CYP2B6. Of the 636 pilot DNA samples derived from blood or cell line biospecimens that were genotyped on the array, 622 (97.80%) passed quality control. In passing samples, 90.08% of markers passed quality control. The genotype reproducibility in 25 replicate pairs was 99.94%. For 137 samples that overlapped with HapMap2 release 24, the genotype concordance was 99.76%. In a genome-wide association analysis of the nicotine metabolite ratio in 315 individuals participating in nicotine metabolism laboratory studies, we identified genome-wide significant variants in the CYP2A6 region (min p = 9.10E-15). CONCLUSIONS We developed a comprehensive genotyping array for addiction research and demonstrated its analytic validity and utility through pilot genotyping of HapMap and study samples. This array allows researchers to perform genome-wide, candidate gene, and pathway-based association analyses of addiction, tobacco-use, treatment response, comorbidities, and associated diseases in a standardized, high-throughput platform.
Collapse
Affiliation(s)
- James W Baurley
- BioRealm LLC, 6101 W. Centinela Ave., Suite 270, Culver City, CA, 90230-6359, USA.
| | - Christopher K Edlund
- BioRealm LLC, 6101 W. Centinela Ave., Suite 270, Culver City, CA, 90230-6359, USA.
| | - Carissa I Pardamean
- BioRealm LLC, 6101 W. Centinela Ave., Suite 270, Culver City, CA, 90230-6359, USA.
| | - David V Conti
- BioRealm LLC, 6101 W. Centinela Ave., Suite 270, Culver City, CA, 90230-6359, USA.
| | - Andrew W Bergen
- BioRealm LLC, 6101 W. Centinela Ave., Suite 270, Culver City, CA, 90230-6359, USA.
| |
Collapse
|
19
|
Ramus SJ, Song H, Dicks E, Tyrer JP, Rosenthal AN, Intermaggio MP, Fraser L, Gentry-Maharaj A, Hayward J, Philpott S, Anderson C, Edlund CK, Conti D, Harrington P, Barrowdale D, Bowtell DD, Alsop K, Mitchell G, Cicek MS, Cunningham JM, Fridley BL, Alsop J, Jimenez-Linan M, Poblete S, Lele S, Sucheston-Campbell L, Moysich KB, Sieh W, McGuire V, Lester J, Bogdanova N, Dürst M, Hillemanns P, Odunsi K, Whittemore AS, Karlan BY, Dörk T, Goode EL, Menon U, Jacobs IJ, Antoniou AC, Pharoah PDP, Gayther SA. Germline Mutations in the BRIP1, BARD1, PALB2, and NBN Genes in Women With Ovarian Cancer. J Natl Cancer Inst 2015; 107:djv214. [PMID: 26315354 PMCID: PMC4643629 DOI: 10.1093/jnci/djv214] [Citation(s) in RCA: 264] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2015] [Revised: 04/19/2015] [Accepted: 07/10/2015] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Epithelial ovarian cancer (EOC) is the most lethal gynecological malignancy, responsible for 13 000 deaths per year in the United States. Risk prediction based on identifying germline mutations in ovarian cancer susceptibility genes could have a clinically significant impact on reducing disease mortality. METHODS Next generation sequencing was used to identify germline mutations in the coding regions of four candidate susceptibility genes-BRIP1, BARD1, PALB2 and NBN-in 3236 invasive EOC case patients and 3431 control patients of European origin, and in 2000 unaffected high-risk women from a clinical screening trial of ovarian cancer (UKFOCSS). For each gene, we estimated the prevalence and EOC risks and evaluated associations between germline variant status and clinical and epidemiological risk factor information. All statistical tests were two-sided. RESULTS We found an increased frequency of deleterious mutations in BRIP1 in case patients (0.9%) and in the UKFOCSS participants (0.6%) compared with control patients (0.09%) (P = 1 x 10(-4) and 8 x 10(-4), respectively), but no differences for BARD1 (P = .39), NBN1 ( P = .61), or PALB2 (P = .08). There was also a difference in the frequency of rare missense variants in BRIP1 between case patients and control patients (P = 5.5 x 10(-4)). The relative risks associated with BRIP1 mutations were 11.22 for invasive EOC (95% confidence interval [CI] = 3.22 to 34.10, P = 1 x 10(-4)) and 14.09 for high-grade serous disease (95% CI = 4.04 to 45.02, P = 2 x 10(-5)). Segregation analysis in families estimated the average relative risks in BRIP1 mutation carriers compared with the general population to be 3.41 (95% CI = 2.12 to 5.54, P = 7×10(-7)). CONCLUSIONS Deleterious germline mutations in BRIP1 are associated with a moderate increase in EOC risk. These data have clinical implications for risk prediction and prevention approaches for ovarian cancer and emphasize the critical need for risk estimates based on very large sample sizes before genes of moderate penetrance have clinical utility in cancer prevention.
Collapse
Affiliation(s)
- Susan J Ramus
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Honglin Song
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Ed Dicks
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Jonathan P Tyrer
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Adam N Rosenthal
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Maria P Intermaggio
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Lindsay Fraser
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Aleksandra Gentry-Maharaj
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Jane Hayward
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Susan Philpott
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Christopher Anderson
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Christopher K Edlund
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - David Conti
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Patricia Harrington
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Daniel Barrowdale
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - David D Bowtell
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Kathryn Alsop
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Gillian Mitchell
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Mine S Cicek
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Julie M Cunningham
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Brooke L Fridley
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Jennifer Alsop
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Mercedes Jimenez-Linan
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Samantha Poblete
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Shashi Lele
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Lara Sucheston-Campbell
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Kirsten B Moysich
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Weiva Sieh
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Valerie McGuire
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Jenny Lester
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Natalia Bogdanova
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Matthias Dürst
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Peter Hillemanns
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Kunle Odunsi
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Alice S Whittemore
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Beth Y Karlan
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Thilo Dörk
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Ellen L Goode
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Usha Menon
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Ian J Jacobs
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Antonis C Antoniou
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Paul D P Pharoah
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| | - Simon A Gayther
- Department of Preventive Medicine, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA (SJR, MPI, CKE, DC, SAG); CR-UK Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK (HS, ED, JPT, PH, JA, PDPP); Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK (ANR, LF, AGM, JH, SP, CA, UM, IJJ); Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK (DB, ACA); Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia (DDB, KA, GM, AOCSSG); Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, Victoria, Australia (DDB); Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia (DDB, GM); Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, London, UK (DDB); Westmead Millennium Institute, Westmead Hospital, Sydney, Australia (AOCSSG); The QIMR Berghofer Medical Research Institute, Brisbane, Australia (AOCSSG); Department of Health Sciences Research, Mayo Clinic, Rochester, MN (MSC, JMC, ELG); Department of Biostatistics, University of Kansas Medical Center, Andover, KS (BLF); Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK (MJL); Department of Gynecological Oncology, Roswell Park Cancer Institute, Buffalo, NY (SP, SL, KO); Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY (LSC, KBM); Department of Health Research and Policy - Epidemiology, Stanford University School of Medicine, Stanford, CA (WS, VM, ASW); Women's Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center (JL, BYK); Gynaecology Research Unit, Hannover Medical School, Hannover, Germany (NB, TD); Radiation Oncology Research Unit, Hannover Medical School, Hannover
| |
Collapse
|
20
|
Song H, Dicks E, Ramus SJ, Tyrer JP, Intermaggio MP, Hayward J, Edlund CK, Conti D, Harrington P, Fraser L, Philpott S, Anderson C, Rosenthal A, Gentry-Maharaj A, Bowtell DD, Alsop K, Cicek MS, Cunningham JM, Fridley BL, Alsop J, Jimenez-Linan M, Høgdall E, Høgdall CK, Jensen A, Kjaer SK, Lubiński J, Huzarski T, Jakubowska A, Gronwald J, Poblete S, Lele S, Sucheston-Campbell L, Moysich KB, Odunsi K, Goode EL, Menon U, Jacobs IJ, Gayther SA, Pharoah PDP. Contribution of Germline Mutations in the RAD51B, RAD51C, and RAD51D Genes to Ovarian Cancer in the Population. J Clin Oncol 2015; 33:2901-7. [PMID: 26261251 PMCID: PMC4554751 DOI: 10.1200/jco.2015.61.2408] [Citation(s) in RCA: 222] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
PURPOSE The aim of this study was to estimate the contribution of deleterious mutations in the RAD51B, RAD51C, and RAD51D genes to invasive epithelial ovarian cancer (EOC) in the population and in a screening trial of individuals at high risk of ovarian cancer. PATIENTS AND METHODS The coding sequence and splice site boundaries of the three RAD51 genes were sequenced and analyzed in germline DNA from a case-control study of 3,429 patients with invasive EOC and 2,772 controls as well as in 2,000 unaffected women who were BRCA1/BRCA2 negative from the United Kingdom Familial Ovarian Cancer Screening Study (UK_FOCSS) after quality-control analysis. RESULTS In the case-control study, we identified predicted deleterious mutations in 28 EOC cases (0.82%) compared with three controls (0.11%; P < .001). Mutations in EOC cases were more frequent in RAD51C (14 occurrences, 0.41%) and RAD51D (12 occurrences, 0.35%) than in RAD51B (two occurrences, 0.06%). RAD51C mutations were associated with an odds ratio of 5.2 (95% CI, 1.1 to 24; P = .035), and RAD51D mutations conferred an odds ratio of 12 (95% CI, 1.5 to 90; P = .019). We identified 13 RAD51 mutations (0.65%) in unaffected UK_FOCSS participants (RAD51C, n = 7; RAD51D, n = 5; and RAD51B, n = 1), which was a significantly greater rate than in controls (P < .001); furthermore, RAD51 mutation carriers were more likely than noncarriers to have a family history of ovarian cancer (P < .001). CONCLUSION These results confirm that RAD51C and RAD51D are moderate ovarian cancer susceptibility genes and suggest that they confer levels of risk of EOC that may warrant their use alongside BRCA1 and BRCA2 in routine clinical genetic testing.
Collapse
Affiliation(s)
- Honglin Song
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Ed Dicks
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Susan J Ramus
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Jonathan P Tyrer
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Maria P Intermaggio
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Jane Hayward
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Christopher K Edlund
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - David Conti
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Patricia Harrington
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Lindsay Fraser
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Susan Philpott
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Christopher Anderson
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Adam Rosenthal
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Aleksandra Gentry-Maharaj
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - David D Bowtell
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Kathryn Alsop
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Mine S Cicek
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Julie M Cunningham
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Brooke L Fridley
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Jennifer Alsop
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Mercedes Jimenez-Linan
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Estrid Høgdall
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Claus K Høgdall
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Allan Jensen
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Susanne Krüger Kjaer
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Jan Lubiński
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Tomasz Huzarski
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Anna Jakubowska
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Jacek Gronwald
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Samantha Poblete
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Shashi Lele
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Lara Sucheston-Campbell
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Kirsten B Moysich
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Kunle Odunsi
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Ellen L Goode
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Usha Menon
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Ian J Jacobs
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| | - Simon A Gayther
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY.
| | - Paul D P Pharoah
- Honglin Song, Ed Dicks, Jonathan P. Tyrer, Patricia Harrington, Jennifer Alsop, and Paul D.P. Pharoah, University of Cambridge; Mercedes Jimenez-Linan, Addenbrooke's Hospital, Cambridge; Jane Hayward, Lindsay Fraser, Susan Philpott, Christopher Anderson, Adam Rosenthal, Aleksandra Gentry-Maharaj, Usha Menon, and Ian J. Jacobs, University College London; David D. Bowtell, Imperial College London, London; Ian J. Jacobs, University of Manchester and Manchester Academic Health Science Centre, Manchester, United Kingdom; Susan J. Ramus, Maria P. Intermaggio, Christopher K. Edlund, David Conti, and Simon A. Gayther, University of Southern California, Los Angeles, CA; David D. Bowtell and Kathryn Alsop, Peter MacCallum Cancer Centre, East Melbourne; David D. Bowtell, University of Melbourne, Melbourne, Victoria, Australia; Mine S. Cicek, Julie M. Cunningham, and Ellen L. Goode, Mayo Clinic, Rochester, MN; Brooke L. Fridley, University of Kansas Medical Center, Kansas City, KS; Estrid Høgdall, Allan Jensen, and Susanne Krüger, Danish Cancer Society Research Center; Estrid Høgdall, Herlev Hospital, University of Copenhagen; Claus K. Høgdall and Susanne Krüger, Rigshospitalet, Copenhagen, Denmark; Jan Lubiński, Tomasz Huzarski, Anna Jakubowska, and Jacek Gronwald, Pomeranian Medical University, Szczecin, Poland; and Samantha Poblete, Shashi Lele, Lara Sucheston-Campbell, Kirsten B. Moysich, and Kunle Odunsi, Roswell Park Cancer Institute, Buffalo, NY
| |
Collapse
|
21
|
Jeong S, Patel N, Edlund CK, Hartiala J, Hazelett DJ, Itakura T, Wu PC, Avery RL, Davis JL, Flynn HW, Lalwani G, Puliafito CA, Wafapoor H, Hijikata M, Keicho N, Gao X, Argüeso P, Allayee H, Coetzee GA, Pletcher MT, Conti DV, Schwartz SG, Eaton AM, Fini ME. Identification of a Novel Mucin Gene HCG22 Associated With Steroid-Induced Ocular Hypertension. Invest Ophthalmol Vis Sci 2015; 56:2737-48. [PMID: 25813999 DOI: 10.1167/iovs.14-14803] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
PURPOSE The pathophysiology of ocular hypertension (OH) leading to primary open-angle glaucoma shares many features with a secondary form of OH caused by treatment with glucocorticoids, but also exhibits distinct differences. In this study, a pharmacogenomics approach was taken to discover candidate genes for this disorder. METHODS A genome-wide association study was performed, followed by an independent candidate gene study, using a cohort enrolled from patients treated with off-label intravitreal triamcinolone, and handling change in IOP as a quantitative trait. RESULTS An intergenic quantitative trait locus (QTL) was identified at chromosome 6p21.33 near the 5' end of HCG22 that attained the accepted statistical threshold for genome-level significance. The HCG22 transcript, encoding a novel mucin protein, was expressed in trabecular meshwork cells, and expression was stimulated by IL-1, and inhibited by triamcinolone acetate and TGF-β. Bioinformatic analysis defined the QTL as an approximately 4 kilobase (kb) linkage disequilibrium block containing 10 common single nucleotide polymorphisms (SNPs). Four of these SNPs were identified in the National Center for Biotechnology Information (NCBI) GTEx eQTL browser as modifiers of HCG22 expression. Most are predicted to disrupt or improve motifs for transcription factor binding, the most relevant being disruption of the glucocorticoid receptor binding motif. A second QTL was identified within the predicted signal peptide of the HCG22 encoded protein that could affect its secretion. Translation, O-glycosylation, and secretion of the predicted HCG22 protein was verified in cultured trabecular meshwork cells. CONCLUSIONS Identification of two independent QTLs that could affect expression of the HCG22 mucin gene product via two different mechanisms (transcription or secretion) is highly suggestive of a role in steroid-induced OH.
Collapse
Affiliation(s)
- Shinwu Jeong
- USC Institute for Genetic Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States 2USC Eye Institute/Department of Ophthalmology, Keck School of Medicine of USC, University of Southern California
| | - Nitin Patel
- USC Institute for Genetic Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States
| | - Christopher K Edlund
- Department of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States
| | - Jaana Hartiala
- USC Institute for Genetic Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States
| | - Dennis J Hazelett
- USC/Norris Comprehensive Cancer Center, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States
| | - Tatsuo Itakura
- USC Institute for Genetic Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States
| | - Pei-Chang Wu
- USC Institute for Genetic Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States 5Department of Ophthalmology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
| | - Robert L Avery
- California Retina Consultants, Santa Barbara, California, United States
| | - Janet L Davis
- Bascom Palmer Eye Institute and Department of Ophthalmology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Harry W Flynn
- Bascom Palmer Eye Institute and Department of Ophthalmology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Geeta Lalwani
- Bascom Palmer Eye Institute and Department of Ophthalmology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Carmen A Puliafito
- USC Eye Institute/Department of Ophthalmology, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States 7Bascom Palmer Eye Institute and Department of Ophthalmology, University of Miami Miller School of Med
| | | | - Minako Hijikata
- Department of Pathophysiology and Host Defense, The Research Institute of Tuberculosis, Japan Anti-Tuberculosis Association, Tokyo, Japan
| | - Naoto Keicho
- Department of Pathophysiology and Host Defense, The Research Institute of Tuberculosis, Japan Anti-Tuberculosis Association, Tokyo, Japan
| | - Xiaoyi Gao
- Department of Ophthalmology and Visual Sciences, University of Illinois, Chicago, Illinois, United States
| | - Pablo Argüeso
- The Schepens Eye Research Institute, Massachusetts Eye & Ear Infirmary and Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, United States
| | - Hooman Allayee
- USC Institute for Genetic Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States 3Department of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angele
| | - Gerhard A Coetzee
- Department of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States 4USC/Norris Comprehensive Cancer Center, Keck School of Medicine of USC, University of Southern California, Los An
| | - Mathew T Pletcher
- Department of Molecular Therapeutics, The Scripps Research Institute-Scripps Florida, Jupiter, Florida, United States
| | - David V Conti
- Department of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States
| | - Stephen G Schwartz
- Bascom Palmer Eye Institute and Department of Ophthalmology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | | | - M Elizabeth Fini
- USC Institute for Genetic Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States 2USC Eye Institute/Department of Ophthalmology, Keck School of Medicine of USC, University of Southern California
| |
Collapse
|
22
|
Leng S, Liu Y, Weissfeld JL, Thomas CL, Han Y, Picchi MA, Edlund CK, Willink RP, Gaither Davis AL, Do KC, Nukui T, Zhang X, Burki EA, Van Den Berg D, Romkes M, Gauderman WJ, Crowell RE, Tesfaigzi Y, Stidley CA, Amos CI, Siegfried JM, Gilliland FD, Belinsky SA. 15q12 variants, sputum gene promoter hypermethylation, and lung cancer risk: a GWAS in smokers. J Natl Cancer Inst 2015; 107:djv035. [PMID: 25713168 DOI: 10.1093/jnci/djv035] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Lung cancer is the leading cause of cancer-related mortality worldwide. Detection of promoter hypermethylation of tumor suppressor genes in exfoliated cells from the lung provides an assessment of field cancerization that in turn predicts lung cancer. The identification of genetic determinants for this validated cancer biomarker should provide novel insights into mechanisms underlying epigenetic reprogramming during lung carcinogenesis. METHODS A genome-wide association study using generalized estimating equations and logistic regression models was conducted in two geographically independent smoker cohorts to identify loci affecting the propensity for cancer-related gene methylation that was assessed by a 12-gene panel interrogated in sputum. All statistical tests were two-sided. RESULTS Two single nucleotide polymorphisms (SNPs) at 15q12 (rs73371737 and rs7179575) that drove gene methylation were discovered and replicated with rs73371737 reaching genome-wide significance (P = 3.3×10(-8)). A haplotype carrying risk alleles from the two 15q12 SNPs conferred 57% increased risk for gene methylation (P = 2.5×10(-9)). Rs73371737 reduced GABRB3 expression in lung cells and increased risk for smoking-induced chronic mucous hypersecretion. Furthermore, subjects with variant homozygote of rs73371737 had a two-fold increase in risk for lung cancer (P = .0043). Pathway analysis identified DNA double-strand break repair by homologous recombination (DSBR-HR) as a major pathway affecting susceptibility for gene methylation that was validated by measuring chromatid breaks in lymphocytes challenged by bleomycin. CONCLUSIONS A functional 15q12 variant was identified as a risk factor for gene methylation and lung cancer. The associations could be mediated by GABAergic signaling that drives the smoking-induced mucous cell metaplasia. Our findings also substantiate DSBR-HR as a critical pathway driving epigenetic gene silencing.
Collapse
Affiliation(s)
- Shuguang Leng
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Yushi Liu
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Joel L Weissfeld
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Cynthia L Thomas
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Younghun Han
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Maria A Picchi
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Christopher K Edlund
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Randall P Willink
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Autumn L Gaither Davis
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Kieu C Do
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Tomoko Nukui
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Xiequn Zhang
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Elizabeth A Burki
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - David Van Den Berg
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Marjorie Romkes
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - W James Gauderman
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Richard E Crowell
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Yohannes Tesfaigzi
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Christine A Stidley
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Christopher I Amos
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Jill M Siegfried
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Frank D Gilliland
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS)
| | - Steven A Belinsky
- : Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM (SL, YL, CLT, MAP, RPW, KCD, XZ, EAB, YT, SAB); Department of Epidemiology, Graduate School of Public Health (JLW) and Department of Medicine (TN, MR), University of Pittsburgh, Pittsburgh, PA; Center for Genomic Medicine, Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH (YH, CIA); Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA (CKE, DVDB, WJG, FDG); Department of Pharmacology & Chemical Biology, Hillman Cancer Center of the University of Pittsburgh Medical Center, Pittsburgh, PA (ALGD, JMS); Department of Internal Medicine, University of New Mexico, Albuquerque, NM (REC, CAS); Department of Pharmacology, University of Minnesota, Minneapolis, MN (JMS).
| |
Collapse
|
23
|
Igartua C, Myers RA, Mathias RA, Pino-Yanes M, Eng C, Graves PE, Levin AM, Del-Rio-Navarro BE, Jackson DJ, Livne OE, Rafaels N, Edlund CK, Yang JJ, Huntsman S, Salam MT, Romieu I, Mourad R, Gern JE, Lemanske RF, Wyss A, Hoppin JA, Barnes KC, Burchard EG, Gauderman WJ, Martinez FD, Raby BA, Weiss ST, Williams LK, London SJ, Gilliland FD, Nicolae DL, Ober C. Ethnic-specific associations of rare and low-frequency DNA sequence variants with asthma. Nat Commun 2015; 6:5965. [PMID: 25591454 PMCID: PMC4309441 DOI: 10.1038/ncomms6965] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2014] [Accepted: 11/25/2014] [Indexed: 12/11/2022] Open
Abstract
Common variants at many loci have been robustly associated with asthma but explain little of the overall genetic risk. Here we investigate the role of rare (<1%) and low-frequency (1-5%) variants using the Illumina HumanExome BeadChip array in 4,794 asthma cases, 4,707 non-asthmatic controls and 590 case-parent trios representing European Americans, African Americans/African Caribbeans and Latinos. Our study reveals one low-frequency missense mutation in the GRASP gene that is associated with asthma in the Latino sample (P=4.31 × 10(-6); OR=1.25; MAF=1.21%) and two genes harbouring functional variants that are associated with asthma in a gene-based analysis: GSDMB at the 17q12-21 asthma locus in the Latino and combined samples (P=7.81 × 10(-8) and 4.09 × 10(-8), respectively) and MTHFR in the African ancestry sample (P=1.72 × 10(-6)). Our results suggest that associations with rare and low-frequency variants are ethnic specific and not likely to explain a significant proportion of the 'missing heritability' of asthma.
Collapse
Affiliation(s)
- Catherine Igartua
- Department of Human Genetics, University of Chicago, 920 East 58th Street, CLSC 425, Chicago, Illinois 60637, USA
| | - Rachel A. Myers
- Department of Human Genetics, University of Chicago, 920 East 58th Street, CLSC 425, Chicago, Illinois 60637, USA
| | - Rasika A. Mathias
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland 21224, USA
| | - Maria Pino-Yanes
- Department of Medicine, University of California San Francisco, San Francisco, California 94143, USA
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid 28029, Spain
| | - Celeste Eng
- Department of Medicine, University of California San Francisco, San Francisco, California 94143, USA
| | - Penelope E. Graves
- Arizona Respiratory Center and BIO5 Institute, University of Arizona, Tucson, Arizona 85721, USA
| | - Albert M. Levin
- Department of Public Health Science, Henry Ford Health System, Detroit, Michigan 48202, USA
| | | | - Daniel J. Jackson
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin 53726, USA
| | - Oren E. Livne
- Department of Human Genetics, University of Chicago, 920 East 58th Street, CLSC 425, Chicago, Illinois 60637, USA
| | - Nicholas Rafaels
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland 21224, USA
| | - Christopher K. Edlund
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California 90033, USA
| | - James J. Yang
- School of Nursing, University of Michigan, Ann Arbor, Michigan 48202, USA
| | - Scott Huntsman
- Department of Medicine, University of California San Francisco, San Francisco, California 94143, USA
| | - Muhammad T. Salam
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California 90033, USA
| | - Isabelle Romieu
- International Agency for Research on Cancer, Lyon 69372, France
| | - Raphael Mourad
- Department of Human Genetics, University of Chicago, 920 East 58th Street, CLSC 425, Chicago, Illinois 60637, USA
| | - James E. Gern
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin 53726, USA
- Department of Internal Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin 53726, USA
| | - Robert F. Lemanske
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin 53726, USA
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin 53726, USA
| | - Annah Wyss
- Division of Intramural Research, Department of Health and Human Services, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina 27709, USA
| | - Jane A. Hoppin
- Division of Intramural Research, Department of Health and Human Services, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina 27709, USA
- Department of Biological Sciences, North Carolina State University, Raleigh, North Carolina 27607, USA
| | - Kathleen C. Barnes
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland 21224, USA
| | - Esteban G. Burchard
- Department of Medicine, University of California San Francisco, San Francisco, California 94143, USA
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, California 94143, USA
| | - W. James Gauderman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California 90033, USA
| | - Fernando D. Martinez
- Arizona Respiratory Center and BIO5 Institute, University of Arizona, Tucson, Arizona 85721, USA
| | - Benjamin A. Raby
- Channing Division of Network Medicine, Harvard Medical School, Boston, Massachusetts 2115, USA
- Division of Pulmonary and Critical Care Medicine, Harvard Medical School, Boston, Massachusetts 2115, USA
| | - Scott T. Weiss
- Channing Division of Network Medicine, Harvard Medical School, Boston, Massachusetts 2115, USA
| | - L. Keoki Williams
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit, Michigan 48202, USA
- Department of Internal Medicine, Henry Ford Health System, Detroit, Michigan 48202, USA
| | - Stephanie J. London
- Division of Intramural Research, Department of Health and Human Services, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina 27709, USA
| | - Frank D. Gilliland
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California 90033, USA
| | - Dan L. Nicolae
- Department of Human Genetics, University of Chicago, 920 East 58th Street, CLSC 425, Chicago, Illinois 60637, USA
- Departments of Medicine and Statistics, University of Chicago, Chicago, Illinois 60637, USA
| | - Carole Ober
- Department of Human Genetics, University of Chicago, 920 East 58th Street, CLSC 425, Chicago, Illinois 60637, USA
| |
Collapse
|
24
|
Yu D, Mathews CA, Scharf JM, Neale BM, Davis LK, Gamazon ER, Derks EM, Evans P, Edlund CK, Crane J, Fagerness JA, Osiecki L, Gallagher P, Gerber G, Haddad S, Illmann C, McGrath LM, Mayerfeld C, Arepalli S, Barlassina C, Barr CL, Bellodi L, Benarroch F, Berrió GB, Bienvenu OJ, Black D, Bloch MH, Brentani H, Bruun RD, Budman CL, Camarena B, Campbell DD, Cappi C, Cardona Silgado JC, Cavallini MC, Chavira DA, Chouinard S, Cook EH, Cookson MR, Coric V, Cullen B, Cusi D, Delorme R, Denys D, Dion Y, Eapen V, Egberts K, Falkai P, Fernandez T, Fournier E, Garrido H, Geller D, Gilbert D, Girard SL, Grabe HJ, Grados MA, Greenberg BD, Gross-Tsur V, Grünblatt E, Hardy J, Heiman GA, Hemmings SM, Herrera LD, Hezel DM, Hoekstra PJ, Jankovic J, Kennedy JL, King RA, Konkashbaev AI, Kremeyer B, Kurlan R, Lanzagorta N, Leboyer M, Leckman JF, Lennertz L, Liu C, Lochner C, Lowe TL, Lupoli S, Macciardi F, Maier W, Manunta P, Marconi M, McCracken JT, Mesa Restrepo SC, Moessner R, Moorjani P, Morgan J, Muller H, Murphy DL, Naarden AL, Ochoa WC, Ophoff RA, Pakstis AJ, Pato MT, Pato CN, Piacentini J, Pittenger C, Pollak Y, Rauch SL, Renner T, Reus VI, Richter MA, Riddle MA, Robertson MM, Romero R, Rosário MC, Rosenberg D, Ruhrmann S, Sabatti C, Salvi E, Sampaio AS, Samuels J, Sandor P, Service SK, Sheppard B, Singer HS, Smit JH, Stein DJ, Strengman E, Tischfield JA, Turiel M, Valencia Duarte AV, Vallada H, Veenstra-VanderWeele J, Walitza S, Walkup J, Wang Y, Weale M, Weiss R, Wendland JR, Westenberg HG, Yao Y, Hounie AG, Miguel EC, Nicolini H, Wagner M, Ruiz-Linares A, Cath DC, McMahon W, Posthuma D, Oostra BA, Nestadt G, Rouleau GA, Purcell S, Jenike MA, Heutink P, Hanna GL, Conti DV, Arnold PD, Freimer N, Stewart SE, Knowles JA, Cox NJ, Pauls DL. Cross-disorder genome-wide analyses suggest a complex genetic relationship between Tourette's syndrome and OCD. Am J Psychiatry 2015; 172:82-93. [PMID: 25158072 PMCID: PMC4282594 DOI: 10.1176/appi.ajp.2014.13101306] [Citation(s) in RCA: 89] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Obsessive-compulsive disorder (OCD) and Tourette's syndrome are highly heritable neurodevelopmental disorders that are thought to share genetic risk factors. However, the identification of definitive susceptibility genes for these etiologically complex disorders remains elusive. The authors report a combined genome-wide association study (GWAS) of Tourette's syndrome and OCD. METHOD The authors conducted a GWAS in 2,723 cases (1,310 with OCD, 834 with Tourette's syndrome, 579 with OCD plus Tourette's syndrome/chronic tics), 5,667 ancestry-matched controls, and 290 OCD parent-child trios. GWAS summary statistics were examined for enrichment of functional variants associated with gene expression levels in brain regions. Polygenic score analyses were conducted to investigate the genetic architecture within and across the two disorders. RESULTS Although no individual single-nucleotide polymorphisms (SNPs) achieved genome-wide significance, the GWAS signals were enriched for SNPs strongly associated with variations in brain gene expression levels (expression quantitative loci, or eQTLs), suggesting the presence of true functional variants that contribute to risk of these disorders. Polygenic score analyses identified a significant polygenic component for OCD (p=2×10(-4)), predicting 3.2% of the phenotypic variance in an independent data set. In contrast, Tourette's syndrome had a smaller, nonsignificant polygenic component, predicting only 0.6% of the phenotypic variance (p=0.06). No significant polygenic signal was detected across the two disorders, although the sample is likely underpowered to detect a modest shared signal. Furthermore, the OCD polygenic signal was significantly attenuated when cases with both OCD and co-occurring Tourette's syndrome/chronic tics were included in the analysis (p=0.01). CONCLUSIONS Previous work has shown that Tourette's syndrome and OCD have some degree of shared genetic variation. However, the data from this study suggest that there are also distinct components to the genetic architectures of these two disorders. Furthermore, OCD with co-occurring Tourette's syndrome/chronic tics may have different underlying genetic susceptibility compared with OCD alone.
Collapse
Affiliation(s)
- Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA,Co-corresponding authors: Dongmei Yu, MS & David L. Pauls, Ph.D., Psychiatric & Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Simches Research Building, 6th Floor, 185 Cambridge Street, Boston, MA 02114
| | - Carol A. Mathews
- Department of Psychiatry, University of California at San Francisco, San Francisco, CA, USA
| | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA,Department of Neurology, Massachusetts General Hospital, Boston, MA, USA,Division of Cognitive and Behavioral Neurology, Brigham and Womens Hospital, Boston, MA, USA
| | - Benjamin M. Neale
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA,Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
| | - Lea K. Davis
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Eric R. Gamazon
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Eske M. Derks
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Patrick Evans
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Christopher K. Edlund
- Department of Preventative Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Jacquelyn Crane
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jesen A. Fagerness
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Patience Gallagher
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Gloria Gerber
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Stephen Haddad
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Lauren M. McGrath
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Catherine Mayerfeld
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Sampath Arepalli
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Cristina Barlassina
- Genomic and Bioinformatic Unit, Filarete Foundation, Milano, Italy,Department of Health Sciences, Graduate School of Nephrology, University of Milano
| | - Cathy L. Barr
- The Toronto Western Research Institute, University Health Network, Toronto, ON, Canada,The Hospital for Sick Children, Toronto, ON, Canada
| | | | - Fortu Benarroch
- Herman Dana Division of Child and Adolescent Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | | | - O. Joseph Bienvenu
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Donald Black
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Michael H. Bloch
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Helena Brentani
- Department of Psychiatry, University of São Paulo Medical School, Brazil
| | - Ruth D. Bruun
- North Shore-Long Island Jewish Medical Center, Manhasset, NY, USA,New York University Medical Center, New York, NY, USA
| | - Cathy L. Budman
- North Shore-Long Island Jewish Health System, Manhasset, NY, USA,Hofstra University School of Medicine, Hempstead, NY, USA
| | - Beatriz Camarena
- Instituto Nacional de Psiquiatría Ramon de la Fuente Muñiz, Mexico City, Mexico
| | - Desmond D. Campbell
- University College London, London, UK,Department of Psychiatry, University of Hong Kong, Hong Kong
| | - Carolina Cappi
- Department of Psychiatry, University of São Paulo Medical School, Brazil
| | | | | | - Denise A. Chavira
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA,Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Sylvain Chouinard
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Edwin H. Cook
- Institute for Juvenile Research, Department of Psychiatry, University of Illinois at Chicago, USA
| | - M. R. Cookson
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Vladimir Coric
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Bernadette Cullen
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Daniele Cusi
- Genomic and Bioinformatic Unit, Filarete Foundation, Milano, Italy,Department of Health Sciences, Graduate School of Nephrology, University of Milano
| | - Richard Delorme
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France,Foundation Fondamental, French National Science Foundation, France,AP-HP, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
| | - Damiaan Denys
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands,Netherlands Institute for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences (NIN-KNAW), Amsterdam, The Netherlands
| | - Yves Dion
- Department of Psychiatry, University of Montreal, Montreal, Quebec, Canada
| | - Valsama Eapen
- Infant Child and Adolescent Psychiatry, University of New South Wales, Australia,Academic Unit of Child Psychiatry, South West Sydney LHD (AUCS), Australia
| | - Karin Egberts
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Germany
| | - Peter Falkai
- Department of Psychiatry and Psychotherapy, University of Munich, Munich, Germany
| | - Thomas Fernandez
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | | | - Helena Garrido
- Clinica Herrera Amighetti, Avenida Escazú, San José, Costa Rica
| | - Daniel Geller
- OCD Program, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Donald Gilbert
- Cincinnati Children’s Hospital Medical Center and the University of Cincinnati, Cincinnati, OH, USA
| | - Simon L. Girard
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Hans J. Grabe
- Department of Psychiatry and Psychotherapy, Helios-Hospital Stralsund, University Medicine Greifswald, Greifswald, Germany
| | - Marco A. Grados
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Benjamin D. Greenberg
- Department of Psychiatry and Human Behavior, Brown Medical School, Butler Hospital, Providence, Rhode Island, USA
| | - Varda Gross-Tsur
- Neuropediatric Unit, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Edna Grünblatt
- Department of Child and Adolescent Psychiatry, University of Zurich, Zurich, Switzerland
| | | | - Gary A. Heiman
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers University, Piscataway, NJ, US
| | - Sian M.J. Hemmings
- Department of Psychiatry, University of Stellenbosch, Stellenbosch, South Africa
| | | | - Dianne M. Hezel
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Pieter J. Hoekstra
- Department of Psychiatry, University Medical Center, University of Groningen, Groningen, The Netherlands
| | - Joseph Jankovic
- Parkinson’s Disease Center and Movement Disorders Clinic, Department of Neurology, Baylor College of Medicine, Houston, TX, USA
| | - James L. Kennedy
- Neurogenetics Section, Centre for Addiction and Mental Health, Toronto, Canada,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Robert A. King
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Anuar I. Konkashbaev
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | | | - Roger Kurlan
- Atlantic Neuroscience Institute, Overlook Hospital, Summit, NJ, USA
| | | | - Marion Leboyer
- Foundation Fondamental, French National Science Foundation, France,AP-HP, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France,Institut Mondor de Recherche Biomédicale, Psychiatric Genetics, Créteil, F 94000, France
| | - James F. Leckman
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Leonhard Lennertz
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Chunyu Liu
- Department of Psychiatry, Institute of Human Genetics, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Christine Lochner
- MRC Unit on Anxiety & Stress Disorders, Department of Psychiatry, University of Stellenbosch, Stellenbosch, South Africa
| | - Thomas L. Lowe
- Department of Psychiatry, University of California at San Francisco, San Francisco, CA, USA
| | - Sara Lupoli
- Genomic and Bioinformatic Unit, Filarete Foundation, Milano, Italy,Department of Health Sciences, Graduate School of Nephrology, University of Milano
| | - Fabio Macciardi
- Department of Psychiatry and Human Behavior, School of Medicine, University of California Irvine (UCI), California, USA
| | - Wolfgang Maier
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Paolo Manunta
- Division of Nephrology and Dialysis, San Raffaele Scientific Institute - Chair of Nephrology, Università Vita Salute San Raffaele, Milan, Italy
| | - Maurizio Marconi
- Center of Transfusion Medicine and Immunohematology, Foundation IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - James T. McCracken
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, David Geffen School of Medicine, California, USA
| | | | - Rainald Moessner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Priya Moorjani
- Department of Genetics, Harvard University, Cambridge, MA, USA
| | | | | | - Dennis L. Murphy
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda, MD, USA
| | - Allan L. Naarden
- Department of Clinical Research, Medical City Dallas Hospital, Dallas, Texas, USA
| | | | - Roel A. Ophoff
- Department of Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center, Utrecht, The Netherlands,Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - Andrew J. Pakstis
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Michele T. Pato
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Carlos N. Pato
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - John Piacentini
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, David Geffen School of Medicine, California, USA
| | - Christopher Pittenger
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, USA,Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Yehuda Pollak
- Neuropediatric Unit, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Scott L. Rauch
- Partners Psychiatry and McLean Hospital, Boston, MA, USA
| | - Tobias Renner
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Germany
| | - Victor I. Reus
- Department of Psychiatry, University of California at San Francisco, San Francisco, CA, USA
| | - Margaret A. Richter
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada,Frederick W. Thompson Anxiety Disorders Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Mark A. Riddle
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | | - Maria C. Rosário
- Child and Adolescent Psychiatry Unit (UPIA), Department of Psychiatry, Federal University of São Paulo, Brazil
| | - David Rosenberg
- Department of Psychiatry & Behavioral Neurosciences, Wayne State University and the Detroit Medical Center
| | - Stephan Ruhrmann
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
| | - Chiara Sabatti
- Department of Health Research and Policy, Stanford University, Stanford, CA, USA
| | - Erika Salvi
- Genomic and Bioinformatic Unit, Filarete Foundation, Milano, Italy,Department of Health Sciences, Graduate School of Nephrology, University of Milano
| | - Aline S. Sampaio
- University Health Care Services - SMURB, Universidade Federal da Bahia, Salvador, Bahia, Brazil,Department of Psychiatry, Faculdade de Medicina da Universidade de Sao Paulo, Brazil
| | - Jack Samuels
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Paul Sandor
- Department of Psychiatry, University of Toronto and University Health Network, Toronto Western Research Institute and Youthdale Treatment Centers, Toronto, Ontario, Canada
| | - Susan K. Service
- Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - Brooke Sheppard
- Department of Psychiatry, University of California at San Francisco, San Francisco, CA, USA
| | | | - Jan H. Smit
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
| | - Dan J. Stein
- University of Cape Town, Cape Town, South Africa
| | - Eric Strengman
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jay A. Tischfield
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers University, Piscataway, NJ, US
| | - Maurizio Turiel
- Department of Health Technologies, University of Milano, Milano, Italy
| | | | - Homero Vallada
- Department of Psychiatry, University of São Paulo Medical School, Brazil
| | - Jeremy Veenstra-VanderWeele
- Departments of Psychiatry, Pediatrics, and Pharmacology, Kennedy Center for Research on Human Development, and Brain Institute, Vanderbilt University, Nashville, TN, USA
| | - Susanne Walitza
- Department of Child and Adolescent Psychiatry, University of Zurich, Zurich, Switzerland,Department of Child and Adolescent Psychiatry, University of Würzburg, Germany
| | - John Walkup
- Division of Child and Adolescent Psychiatry, Department of Psychiatry, Weill Cornell Medical Center, New York, NY, USA
| | - Ying Wang
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Mike Weale
- Department of Medical & Molecular Genetics, King’s College London, UK
| | | | - Jens R. Wendland
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda, MD, USA
| | - Herman G.M. Westenberg
- Department of Psychiatry, Academic Medical Center and Netherlands Institute for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences (NIN-KNAW), Amsterdam, The Netherlands
| | - Yin Yao
- Unit on Statistical Genomics, NIMH Intramural Research Program, Bethesda, MD, USA
| | - Ana G. Hounie
- Department of Psychiatry, Faculdade de Medicina da Universidade de Sao Paulo, Brazil
| | | | | | - Michael Wagner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | | | - Danielle C. Cath
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands,Department of Clinical & Health Psychology, Utrecht University, Utrecht, The Netherlands
| | - William McMahon
- Department of Psychiatry, University of Utah, Salt Lake City, Utah, USA
| | - Danielle Posthuma
- Section of Medical Genomics, Department of Clinical Genetics, VU University Medical Center Amsterdam, The Netherlands,Department of Functional Genomics, Center for Neurogenomics and Cognitive Research, Neuroscience Campus Amsterdam, VU University Amsterdam, De Boelelaan Amsterdam, The Netherlands,Department of Child and Adolescent Psychiatry, Erasmus University Medical Centre, Wytemaweg 8, Rotterdam, The Netherlands
| | - Ben A. Oostra
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Gerald Nestadt
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Guy A. Rouleau
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Shaun Purcell
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA,Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA,Mt. Sinai Medical Center, New York, NY, USA
| | - Michael A. Jenike
- OCD Program, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Peter Heutink
- Section of Medical Genomics, Department of Clinical Genetics, VU University Medical Center Amsterdam, The Netherlands,German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Gregory L. Hanna
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - David V. Conti
- Department of Preventative Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Paul D. Arnold
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada,Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Nelson Freimer
- Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - S. Evelyn Stewart
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,British Columbia Mental Health and Addictions Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - James A. Knowles
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Nancy J. Cox
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - David L. Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA,Co-corresponding authors: Dongmei Yu, MS & David L. Pauls, Ph.D., Psychiatric & Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Simches Research Building, 6th Floor, 185 Cambridge Street, Boston, MA 02114
| |
Collapse
|
25
|
Fortini BK, Tring S, Plummer SJ, Edlund CK, Moreno V, Bresalier RS, Barry EL, Church TR, Figueiredo JC, Casey G. Multiple functional risk variants in a SMAD7 enhancer implicate a colorectal cancer risk haplotype. PLoS One 2014; 9:e111914. [PMID: 25375357 PMCID: PMC4223076 DOI: 10.1371/journal.pone.0111914] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2014] [Accepted: 10/01/2014] [Indexed: 12/31/2022] Open
Abstract
Genome-wide association studies (GWAS) of colorectal cancer (CRC) have led to the identification of a number of common variants associated with modest risk. Several risk variants map within the vicinity of TGFβ/BMP signaling pathway genes, including rs4939827 within an intron of SMAD7 at 18q21.1. A previous study implicated a novel SNP (novel 1 or rs58920878) as a functional variant within an enhancer element in SMAD7 intron 4. In this study, we show that four SNPs including novel 1 (rs6507874, rs6507875, rs8085824, and rs58920878) in linkage disequilibrium (LD) with the index SNP rs4939827 demonstrate allele-specific enhancer effects in a large, multi-component enhancer of SMAD7. All four SNPs demonstrate allele-specific protein binding to nuclear extracts of CRC cell lines. Furthermore, some of the risk-associated alleles correlate with increased expression of SMAD7 in normal colon tissues. Finally, we show that the enhancer is responsive to BMP4 stimulation. Taken together, we propose that the associated CRC risk at 18q21.1 is due to four functional variants that regulate SMAD7 expression and potentially perturb a BMP negative feedback loop in TGFβ/BMP signaling pathways.
Collapse
Affiliation(s)
- Barbara K. Fortini
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America
- * E-mail:
| | - Stephanie Tring
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Sarah J. Plummer
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Christopher K. Edlund
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Victor Moreno
- Cancer Prevention and Control Program, Catalan Institute of Oncology, CIBERESP and University of Barcelona, Hospitalet de Llobregat, Barcelona, Spain
| | - Robert S. Bresalier
- Department of Gastroenterology, Hepatology and Nutrition, University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Elizabeth L. Barry
- Department of Community and Family Medicine, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, United States of America
| | - Timothy R. Church
- Division of Environmental Health Sciences, University of Minnesota School of Public Health, Minneapolis, Minnesota, United States of America
| | - Jane C. Figueiredo
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Graham Casey
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America
| |
Collapse
|
26
|
Bergen AW, Javitz HS, Krasnow R, Michel M, Nishita D, Conti DV, Edlund CK, Kwok PY, McClure JB, Kim RB, Hall SM, Tyndale RF, Baker TB, Benowitz NL, Swan GE. Organic cation transporter variation and response to smoking cessation therapies. Nicotine Tob Res 2014; 16:1638-46. [PMID: 25143296 DOI: 10.1093/ntr/ntu161] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
INTRODUCTION We evaluated chr6q25.3 organic cation transporter gene (SLC22A1, SLC22A2, SLC22A3) variation and response to smoking cessation therapies. The corresponding proteins are low-affinity transporters of choline, acetylcholine and monoamines, and smoking cessation pharmacotherapies expressed in multiple tissues. METHODS We selected 7 common polymorphisms for mega-regression analysis. We assessed additive model association of polymorphisms with 7-day point prevalence abstinence overall and by assigned pharmacotherapy at end of treatment and at 6 months among European-ancestry participants of 7 randomized controlled trials adjusted for demographic, population genetic, and trial covariates. RESULTS Initial results were obtained in 6 trials with 1,839 participants. Nominally statistically significant associations of 2 SLC22A2 polymorphisms were observed: (1) with rs316019 at 6 months, overall ([c.808T>G; p.Ser270Ala], OR = 1.306, 95% CI = 1.034-1.649, p = .025), and among those randomized to nicotine replacement therapy (NRT) (OR = 1.784, 95% CI = 1.072-2.970, p = .026); and (2) with rs316006 (c.1502-529A>T) among those randomized to varenicline (OR = 1.420, 95% CI = 1.038-1.944, p = .028, OR = 1.362, 95% CI = 1.001-1.853, p = .04) at end of treatment and 6 months. Individuals randomized to NRT from a seventh trial were genotyped for rs316019; rs316019 was associated with a nominally statistically significant effect on abstinence overall at 6 months among 2,233 participants (OR = 1.249, 95% CI = 1.007-1.550, p = .043). CONCLUSIONS The functional OCT2 Ser270Ala polymorphism is nominally statistically significantly associated with abstinence among European-ancestry treatment-seeking smokers after adjustments for pharmacotherapy, demographics, population genetics, and without adjustment for multiple testing of 7 SNPs. Replication of these preliminary findings in additional randomized controlled trials of smoking cessation therapies and from multiple continental populations would describe another pharmacogenetic role for SLC22A2/OCT2.
Collapse
Affiliation(s)
- Andrew W Bergen
- Center for Health Sciences, SRI International, Menlo Park, CA;
| | - Harold S Javitz
- Center for Health Sciences, SRI International, Menlo Park, CA
| | - Ruth Krasnow
- Center for Health Sciences, SRI International, Menlo Park, CA
| | - Martha Michel
- Center for Health Sciences, SRI International, Menlo Park, CA
| | - Denise Nishita
- Center for Health Sciences, SRI International, Menlo Park, CA
| | - David V Conti
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
| | - Christopher K Edlund
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA; BioRealm, LLC, Monument, CO
| | - Pui-Yan Kwok
- Department of Dermatology, University of California, San Francisco, CA
| | | | - Richard B Kim
- Department of Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Sharon M Hall
- Department of Psychiatry, University of California, San Francisco, CA
| | - Rachel F Tyndale
- Centre for Addiction and Mental Health, and Departments of Psychiatry, Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Timothy B Baker
- Center for Tobacco Research and Intervention, University of Wisconsin, Madison, WI
| | - Neal L Benowitz
- Departments of Medicine and Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA
| | - Gary E Swan
- Stanford Prevention Research Center, Stanford University School of Medicine, Palo Alto, CA
| |
Collapse
|
27
|
Figueiredo JC, Ly S, Raimondi H, Magee K, Baurley JW, Sanchez-Lara PA, Ihenacho U, Yao C, Edlund CK, van den Berg D, Casey G, DeClerk YA, Samet JM, Magee W. Genetic risk factors for orofacial clefts in Central Africans and Southeast Asians. Am J Med Genet A 2014; 164A:2572-80. [DOI: 10.1002/ajmg.a.36693] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Accepted: 06/27/2014] [Indexed: 12/18/2022]
Affiliation(s)
- Jane C. Figueiredo
- Department of Preventive Medicine; Keck School of Medicine; University of Southern California; Los Angeles California
| | - Stephanie Ly
- Division of Plastic & Maxillofacial Surgery; Children's Hospital Los Angeles; Los Angeles California
| | | | | | - James W. Baurley
- BioRealm LLC; Los Angeles California
- Bioinformatics Research Group; Bina Nusantara University; Jakarta Indonesia
| | - Pedro A. Sanchez-Lara
- Departments of Pediatrics and Pathology & Laboratory Medicine; Keck School of Medicine; University of Southern California; Children's Hospital Los Angeles; Los Angeles California
| | - Ugonna Ihenacho
- Department of Preventive Medicine; Keck School of Medicine; University of Southern California; Los Angeles California
| | - Caroline Yao
- Division of Plastic & Maxillofacial Surgery; Children's Hospital Los Angeles; Los Angeles California
| | - Christopher K. Edlund
- Department of Preventive Medicine; Keck School of Medicine; University of Southern California; Los Angeles California
- BioRealm LLC; Los Angeles California
| | - David van den Berg
- Department of Preventive Medicine; Keck School of Medicine; University of Southern California; Los Angeles California
| | - Graham Casey
- Department of Preventive Medicine; Keck School of Medicine; University of Southern California; Los Angeles California
| | - Yves A. DeClerk
- Departments of Pediatrics and Biochemistry and Molecular Biology; Keck School of Medicine; University of Southern California and Children's Hospital Los Angeles; Los Angeles California
| | - Jonathan M. Samet
- Department of Preventive Medicine; Keck School of Medicine; University of Southern California; Los Angeles California
| | - William Magee
- Division of Plastic & Maxillofacial Surgery; Children's Hospital Los Angeles; Los Angeles California
| |
Collapse
|
28
|
Schmit SL, Schumacher FR, Edlund CK, Conti DV, Raskin L, Lejbkowicz F, Pinchev M, Rennert HS, Jenkins MA, Hopper JL, Buchanan DD, Lindor NM, Le Marchand L, Gallinger S, Haile RW, Newcomb PA, Huang SC, Rennert G, Casey G, Gruber SB. A novel colorectal cancer risk locus at 4q32.2 identified from an international genome-wide association study. Carcinogenesis 2014; 35:2512-9. [PMID: 25023989 DOI: 10.1093/carcin/bgu148] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Only a fraction of colorectal cancer heritability is explained by known risk-conferring genetic variation. This study was designed to identify novel risk alleles in Europeans. We conducted a genome-wide association study (GWAS) meta-analysis of colorectal cancer in participants from a population-based case-control study in Israel (n = 1616 cases, 1329 controls) and a consortium study from the Colon Cancer Family Registry (n = 1977 cases, 999 controls). We used a two-stage (discovery-replication) GWAS design, followed by a joint meta-analysis. A combined analysis identified a novel susceptibility locus that reached genome-wide significance on chromosome 4q32.2 [rs35509282, risk allele = A (minor allele frequency = 0.09); odds ratio (OR) per risk allele = 1.53; P value = 8.2 × 10(-9); nearest gene = FSTL5]. The direction of the association was consistent across studies. In addition, we confirmed that 14 of 29 previously identified susceptibility variants were significantly associated with risk of colorectal cancer in this study. Genetic variation on chromosome 4q32.2 is significantly associated with risk of colorectal cancer in Ashkenazi Jews and Europeans in this study.
Collapse
Affiliation(s)
- Stephanie L Schmit
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA, Vanderbilt Epidemiology Center, Vanderbilt University, Nashville, TN 37232, USA, Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel, Clalit Health Services, National Cancer Control Center, Haifa, Israel, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia, Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, University of Melbourne, Victoria, Australia, Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, 8525 AZ, USA, Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada, Department of Medicine, Division of Oncology, Stanford University, Stanford, CA 94305, USA, Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Fredrick R Schumacher
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA, Vanderbilt Epidemiology Center, Vanderbilt University, Nashville, TN 37232, USA, Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel, Clalit Health Services, National Cancer Control Center, Haifa, Israel, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia, Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, University of Melbourne, Victoria, Australia, Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, 8525 AZ, USA, Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada, Department of Medicine, Division of Oncology, Stanford University, Stanford, CA 94305, USA, Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Christopher K Edlund
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA, Vanderbilt Epidemiology Center, Vanderbilt University, Nashville, TN 37232, USA, Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel, Clalit Health Services, National Cancer Control Center, Haifa, Israel, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia, Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, University of Melbourne, Victoria, Australia, Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, 8525 AZ, USA, Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada, Department of Medicine, Division of Oncology, Stanford University, Stanford, CA 94305, USA, Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - David V Conti
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA, Vanderbilt Epidemiology Center, Vanderbilt University, Nashville, TN 37232, USA, Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel, Clalit Health Services, National Cancer Control Center, Haifa, Israel, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia, Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, University of Melbourne, Victoria, Australia, Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, 8525 AZ, USA, Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada, Department of Medicine, Division of Oncology, Stanford University, Stanford, CA 94305, USA, Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Leon Raskin
- Vanderbilt Epidemiology Center, Vanderbilt University, Nashville, TN 37232, USA
| | - Flavio Lejbkowicz
- Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel, Clalit Health Services, National Cancer Control Center, Haifa, Israel
| | - Mila Pinchev
- Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel, Clalit Health Services, National Cancer Control Center, Haifa, Israel
| | - Hedy S Rennert
- Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel, Clalit Health Services, National Cancer Control Center, Haifa, Israel
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Daniel D Buchanan
- Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, University of Melbourne, Victoria, Australia
| | - Noralane M Lindor
- Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, 8525 AZ, USA
| | - Loic Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA
| | - Steven Gallinger
- Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Robert W Haile
- Department of Medicine, Division of Oncology, Stanford University, Stanford, CA 94305, USA
| | - Polly A Newcomb
- Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA and
| | - Shu-Chen Huang
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA, Vanderbilt Epidemiology Center, Vanderbilt University, Nashville, TN 37232, USA, Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel, Clalit Health Services, National Cancer Control Center, Haifa, Israel, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia, Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, University of Melbourne, Victoria, Australia, Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, 8525 AZ, USA, Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada, Department of Medicine, Division of Oncology, Stanford University, Stanford, CA 94305, USA, Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Gad Rennert
- Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel, Clalit Health Services, National Cancer Control Center, Haifa, Israel, Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Graham Casey
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA, Vanderbilt Epidemiology Center, Vanderbilt University, Nashville, TN 37232, USA, Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel, Clalit Health Services, National Cancer Control Center, Haifa, Israel, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia, Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, University of Melbourne, Victoria, Australia, Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, 8525 AZ, USA, Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada, Department of Medicine, Division of Oncology, Stanford University, Stanford, CA 94305, USA, Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Stephen B Gruber
- USC Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA, Vanderbilt Epidemiology Center, Vanderbilt University, Nashville, TN 37232, USA, Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel, Clalit Health Services, National Cancer Control Center, Haifa, Israel, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia, Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, University of Melbourne, Victoria, Australia, Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, 8525 AZ, USA, Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA, Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada, Department of Medicine, Division of Oncology, Stanford University, Stanford, CA 94305, USA, Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| |
Collapse
|
29
|
Cozen W, Timofeeva MN, Li D, Diepstra A, Hazelett D, Delahaye-Sourdeix M, Edlund CK, Franke L, Rostgaard K, Van Den Berg DJ, Cortessis VK, Smedby KE, Glaser SL, Westra HJ, Robison LL, Mack TM, Ghesquieres H, Hwang AE, Nieters A, de Sanjose S, Lightfoot T, Becker N, Maynadie M, Foretova L, Roman E, Benavente Y, Rand KA, Nathwani BN, Glimelius B, Staines A, Boffetta P, Link BK, Kiemeney L, Ansell SM, Bhatia S, Strong LC, Galan P, Vatten L, Habermann TM, Duell EJ, Lake A, Veenstra RN, Visser L, Liu Y, Urayama KY, Montgomery D, Gaborieau V, Weiss LM, Byrnes G, Lathrop M, Cocco P, Best T, Skol AD, Adami HO, Melbye M, Cerhan JR, Gallagher A, Taylor GM, Slager SL, Brennan P, Coetzee GA, Conti DV, Onel K, Jarrett RF, Hjalgrim H, van den Berg A, McKay JD. A meta-analysis of Hodgkin lymphoma reveals 19p13.3 TCF3 as a novel susceptibility locus. Nat Commun 2014; 5:3856. [PMID: 24920014 PMCID: PMC4055950 DOI: 10.1038/ncomms4856] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2013] [Accepted: 04/11/2014] [Indexed: 12/20/2022] Open
Abstract
Recent genome-wide association studies (GWAS) of Hodgkin lymphoma (HL) have identified associations with genetic variation at both HLA and non-HLA loci; however, much of heritable HL susceptibility remains unexplained. Here we perform a meta-analysis of three HL GWAS totaling 1,816 cases and 7,877 controls followed by replication in an independent set of 1,281 cases and 3,218 controls to find novel risk loci. We identify a novel variant at 19p13.3 associated with HL (rs1860661; odds ratio (OR)=0.81, 95% confidence interval (95% CI) = 0.76-0.86, P(combined) = 3.5 × 10(-10)), located in intron 2 of TCF3 (also known as E2A), a regulator of B- and T-cell lineage commitment known to be involved in HL pathogenesis. This meta-analysis also notes associations between previously published loci at 2p16, 5q31, 6p31, 8q24 and 10p14 and HL subtypes. We conclude that our data suggest a link between the 19p13.3 locus, including TCF3, and HL risk.
Collapse
Affiliation(s)
- W Cozen
- 1] USC Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California 90089-9175, USA [2]
| | - M N Timofeeva
- 1] International Agency for Research on Cancer (IARC), 69372 Lyon, France [2] Institute of Genetics and Molecular Medicine, University of Edinburgh, EH4 2XU Edinburgh, UK [3]
| | | | - A Diepstra
- 1] University of Groningen, University Medical Centre Groningen, 9700 RB Groningen, The Netherlands [2]
| | - D Hazelett
- 1] USC Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California 90089-9175, USA [2]
| | - M Delahaye-Sourdeix
- 1] International Agency for Research on Cancer (IARC), 69372 Lyon, France [2]
| | - C K Edlund
- USC Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California 90089-9175, USA
| | - L Franke
- University of Groningen, University Medical Centre Groningen, 9700 RB Groningen, The Netherlands
| | - K Rostgaard
- Statens Serum Institut, DK-2300 Copenhagen, Denmark
| | - D J Van Den Berg
- USC Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California 90089-9175, USA
| | - V K Cortessis
- USC Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California 90089-9175, USA
| | - K E Smedby
- Karolinska Institutet and Karolinska University Hospital, S-221 00 Stockholm, Sweden
| | - S L Glaser
- Cancer Prevention Institute of California, Fremont, California 94538, USA
| | - H-J Westra
- University of Groningen, University Medical Centre Groningen, 9700 RB Groningen, The Netherlands
| | - L L Robison
- St Jude Children's Hospital, Cordova, Tennessee 38105, USA
| | - T M Mack
- USC Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California 90089-9175, USA
| | - H Ghesquieres
- Centre Léon Bérard, UMR CNRS 5239-Université Lyon 1, 69008 Lyon, France
| | - A E Hwang
- USC Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California 90089-9175, USA
| | - A Nieters
- University Medical Centre Freiburg, D-79085 Freiburg, Germany
| | - S de Sanjose
- IDIBELL Institut Català d'Oncologia, 8907 Barcelona, Spain
| | | | - N Becker
- German Cancer Research Centre, D-69120 Heidelberg, Germany
| | - M Maynadie
- CHU de Dijon, EA 4184, University of Burgundy, 21070 Dijon, France
| | - L Foretova
- Masaryk Memorial Cancer Institute, 656 53 Brno, Czech Republic
| | - E Roman
- University of York, YO10 5DD York, UK
| | - Y Benavente
- IDIBELL Institut Català d'Oncologia, 8907 Barcelona, Spain
| | - K A Rand
- USC Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California 90089-9175, USA
| | - B N Nathwani
- City of Hope National Medical Center, Duarte, California 91010, USA
| | | | - A Staines
- School of Nursing and Human Sciences, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - P Boffetta
- Icahn School of Medicine at Mount Sinai, New York City, New York 10029-6574, USA
| | - B K Link
- University of Iowa College of Medicine, Iowa City, Iowa 52242, USA
| | - L Kiemeney
- Radboud University Nijmegen Medical Centre, 6500HB Nijmegen, The Netherlands
| | - S M Ansell
- Mayo Clinic, Rochester, Minnesota 55905, USA
| | - S Bhatia
- City of Hope National Medical Center, Duarte, California 91010, USA
| | - L C Strong
- MD Anderson Cancer Center, University of Texas, Houston, Texas 77030, USA
| | - P Galan
- INSERM U557 (UMR Inserm; INRA; CNAM, Université Paris 13), 93017 Paris, France
| | - L Vatten
- Norwegian University of Science and Technology, NO-7491 Trondheim, Norway
| | | | - E J Duell
- IDIBELL Institut Català d'Oncologia, 8907 Barcelona, Spain
| | - A Lake
- MRC University of Glasgow Centre for Virus Research, Garscube Estate, University of Glasgow, G12 8QQ Glasgow, Scotland, UK
| | - R N Veenstra
- University of Groningen, University Medical Centre Groningen, 9700 RB Groningen, The Netherlands
| | - L Visser
- University of Groningen, University Medical Centre Groningen, 9700 RB Groningen, The Netherlands
| | - Y Liu
- University of Groningen, University Medical Centre Groningen, 9700 RB Groningen, The Netherlands
| | - K Y Urayama
- Department of Human Genetics and Disease Diversity, Tokyo Medical and Dental University, Tokyo 104-0044, Japan
| | - D Montgomery
- MRC University of Glasgow Centre for Virus Research, Garscube Estate, University of Glasgow, G12 8QQ Glasgow, Scotland, UK
| | - V Gaborieau
- International Agency for Research on Cancer (IARC), 69372 Lyon, France
| | - L M Weiss
- Clarient Pathology Services, Aliso Viejo, California 92656, USA
| | - G Byrnes
- International Agency for Research on Cancer (IARC), 69372 Lyon, France
| | - M Lathrop
- Genome Quebec, Montreal, Canada H3A 0G1
| | - P Cocco
- Institute of Occupational Health, University of Cagliari, Monserrato, 09042 Cagliari, Italy
| | - T Best
- The University of Chicago, Chicago, Illinois 60637-5415, USA
| | - A D Skol
- The University of Chicago, Chicago, Illinois 60637-5415, USA
| | - H-O Adami
- 1] Karolinska Institutet and Karolinska University Hospital, S-221 00 Stockholm, Sweden [2] Harvard University School of Public Health, Boston, Massachusetts 02115, USA
| | - M Melbye
- Statens Serum Institut, DK-2300 Copenhagen, Denmark
| | - J R Cerhan
- Mayo Clinic, Rochester, Minnesota 55905, USA
| | - A Gallagher
- MRC University of Glasgow Centre for Virus Research, Garscube Estate, University of Glasgow, G12 8QQ Glasgow, Scotland, UK
| | - G M Taylor
- School of Cancer Sciences, University of Manchester, St Mary's Hospital, M13 0JH Manchester, UK
| | - S L Slager
- Mayo Clinic, Rochester, Minnesota 55905, USA
| | - P Brennan
- International Agency for Research on Cancer (IARC), 69372 Lyon, France
| | - G A Coetzee
- USC Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California 90089-9175, USA
| | - D V Conti
- USC Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California 90089-9175, USA
| | - K Onel
- 1] The University of Chicago, Chicago, Illinois 60637-5415, USA [2]
| | - R F Jarrett
- 1] MRC University of Glasgow Centre for Virus Research, Garscube Estate, University of Glasgow, G12 8QQ Glasgow, Scotland, UK [2]
| | - H Hjalgrim
- 1] Statens Serum Institut, DK-2300 Copenhagen, Denmark [2]
| | - A van den Berg
- 1] University of Groningen, University Medical Centre Groningen, 9700 RB Groningen, The Netherlands [2]
| | - J D McKay
- 1] International Agency for Research on Cancer (IARC), 69372 Lyon, France [2]
| |
Collapse
|
30
|
Corral R, Lewinger JP, Van Den Berg D, Joshi AD, Yuan JM, Gago-Dominguez M, Cortessis VK, Pike MC, Conti DV, Thomas DC, Edlund CK, Gao YT, Xiang YB, Zhang W, Su YC, Stern MC. Comprehensive analyses of DNA repair pathways, smoking and bladder cancer risk in Los Angeles and Shanghai. Int J Cancer 2014; 135:335-47. [PMID: 24382701 DOI: 10.1002/ijc.28693] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2013] [Revised: 11/05/2013] [Accepted: 11/11/2013] [Indexed: 12/26/2022]
Abstract
Tobacco smoking is a bladder cancer risk factor and a source of carcinogens that induce DNA damage to urothelial cells. Using data and samples from 988 cases and 1,004 controls enrolled in the Los Angeles County Bladder Cancer Study and the Shanghai Bladder Cancer Study, we investigated associations between bladder cancer risk and 632 tagSNPs that comprehensively capture genetic variation in 28 DNA repair genes from four DNA repair pathways: base excision repair (BER), nucleotide excision repair (NER), non-homologous end-joining (NHEJ) and homologous recombination repair (HHR). Odds ratios (ORs) and 95% confidence intervals (CIs) for each tagSNP were corrected for multiple testing for all SNPs within each gene using pACT and for genes within each pathway and across pathways with Bonferroni. Gene and pathway summary estimates were obtained using ARTP. We observed an association between bladder cancer and POLB rs7832529 (BER) (pACT = 0.003; ppathway = 0.021) among all, and SNPs in XPC (NER) and OGG1 (BER) among Chinese men and women, respectively. The NER pathway showed an overall association with risk among Chinese males (ARTP NER p = 0.034). The XRCC6 SNP rs2284082 (NHEJ), also in LD with SREBF2, showed an interaction with smoking (smoking status interaction pgene = 0.001, ppathway = 0.008, poverall = 0.034). Our findings support a role in bladder carcinogenesis for regions that map close to or within BER (POLB, OGG1) and NER genes (XPC). A SNP that tags both the XRCC6 and SREBF2 genes strongly modifies the association between bladder cancer risk and smoking.
Collapse
Affiliation(s)
- Roman Corral
- Department of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA; Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
31
|
Biancolella M, Fortini BK, Tring S, Plummer SJ, Mendoza-Fandino GA, Hartiala J, Hitchler MJ, Yan C, Schumacher FR, Conti DV, Edlund CK, Noushmehr H, Coetzee SG, Bresalier RS, Ahnen DJ, Barry EL, Berman BP, Rice JC, Coetzee GA, Casey G. Identification and characterization of functional risk variants for colorectal cancer mapping to chromosome 11q23.1. Hum Mol Genet 2013; 23:2198-209. [PMID: 24256810 DOI: 10.1093/hmg/ddt584] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Genome-wide association studies of colorectal cancer (CRC) have identified a number of common variants associated with modest risk, including rs3802842 at chromosome 11q23.1. Several genes map to this region but rs3802842 does not map to any known transcribed or regulatory sequences. We reasoned, therefore, that rs3802842 is not the functional single-nucleotide polymorphism (SNP), but is in linkage disequilibrium (LD) with a functional SNP(s). We performed ChIP-seq for histone modifications in SW480 and HCT-116 CRC cells, and incorporated ChIP-seq and DNase I hypersensitivity data available through ENCODE within a 137-kb genomic region containing rs3802842 on 11q23.1. We identified SNP rs10891246 in LD with rs3802842 that mapped within a bidirectional promoter region of genes C11orf92 and C11orf93. Following mutagenesis to the risk allele, the promoter demonstrated lower levels of reporter gene expression. A second SNP rs7130173 was identified in LD with rs3802842 that mapped to a candidate enhancer region, which showed strong unidirectional activity in both HCT-116 and SW480 CRC cells. The risk allele of rs7130173 demonstrated reduced enhancer activity compared with the common allele, and reduced nuclear protein binding affinity in electromobility shift assays compared with the common allele suggesting differential transcription factor (TF) binding. SNPs rs10891246 and rs7130173 are on the same haplotype, and expression quantitative trait loci (eQTL) analyses of neighboring genes implicate C11orf53, C11orf92 and C11orf93 as candidate target genes. These data imply that rs10891246 and rs7130173 are functional SNPs mapping to 11q23.1 and that C11orf53, C11orf92 and C11orf93 represent novel candidate target genes involved in CRC etiology.
Collapse
|
32
|
Widschwendter M, Rosenthal AN, Philpott S, Rizzuto I, Fraser L, Hayward J, Intermaggio MP, Edlund CK, Ramus SJ, Gayther SA, Dubeau L, Fourkala EO, Zaikin A, Menon U, Jacobs IJ. The sex hormone system in carriers of BRCA1/2 mutations: a case-control study. Lancet Oncol 2013; 14:1226-32. [PMID: 24140203 DOI: 10.1016/s1470-2045(13)70448-0] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND Penetrance for breast cancer, ovarian cancer, or both in carriers of BRCA1/BRCA2 mutations is disproportionately high. Sex hormone dysregulation and altered end-organ hormone sensitivity might explain this organ-specific penetrance. We sought to identify differences in hormone regulation between carriers of BRCA1/2 and women who are negative for BRCA1/2 mutations. METHODS We assessed endometrial thickness for each menstrual cycle day (as an index of hormone regulation) in 393 scans from 228 women in the UK Familial Ovarian Cancer Screening Study (UK FOCSS) known to carry either mutation and 1573 scans from 754 women known to be negative for the mutations. To quantify differences in endometrial thickness we focused on days 10-14 and days 21-26, and calculated the area under the curve. We then compared serum oestradiol and progesterone titres during these days of the menstrual cycle in the same groups. Follicular and luteal oestradiol and progesterone serum titres were grouped into quartiles and odds ratios were calculated with logistic regression. FINDINGS Follicular phase endometrial thickness of carriers of the mutations adjusted for age and day of the menstrual cycle was higher (odds ratio [OR] 1·11, 95% CI 1·03-1·20; p=0·0063) and luteal phase endometrial thickness lower (0·90, 0·83-0·98; p=0·027) than for women negative for the mutations. Median luteal phase titres of progesterone were 121% higher (p=0·00037) in carriers than in women negative for the mutations, and for oestradiol were 33% higher (p=0·007)-ie, 59% of carriers had concentrations of serum progesterone that would have been in the top quartile of concentrations in the control group (OR 8·0, 95% CI 2·1-52·57; p=0·008). INTERPRETATION Carriers of BRCA1/BRCA2 mutations are exposed to higher titres of oestradiol and progesterone-known risk-factors for breast cancer. Higher titres of oestradiol in carriers are compatible with this hormone having a role in ovarian carcinogenesis in such women. Our findings could not be explained by differential contraceptive pill use.
Collapse
Affiliation(s)
- Martin Widschwendter
- Department of Women's Cancer, UCL EGA Institute for Women's Health, University College London, London, UK.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
33
|
Davis LK, Yu D, Keenan CL, Gamazon ER, Konkashbaev AI, Derks EM, Neale BM, Yang J, Lee SH, Evans P, Barr CL, Bellodi L, Benarroch F, Berrio GB, Bienvenu OJ, Bloch MH, Blom RM, Bruun RD, Budman CL, Camarena B, Campbell D, Cappi C, Cardona Silgado JC, Cath DC, Cavallini MC, Chavira DA, Chouinard S, Conti DV, Cook EH, Coric V, Cullen BA, Deforce D, Delorme R, Dion Y, Edlund CK, Egberts K, Falkai P, Fernandez TV, Gallagher PJ, Garrido H, Geller D, Girard SL, Grabe HJ, Grados MA, Greenberg BD, Gross-Tsur V, Haddad S, Heiman GA, Hemmings SMJ, Hounie AG, Illmann C, Jankovic J, Jenike MA, Kennedy JL, King RA, Kremeyer B, Kurlan R, Lanzagorta N, Leboyer M, Leckman JF, Lennertz L, Liu C, Lochner C, Lowe TL, Macciardi F, McCracken JT, McGrath LM, Mesa Restrepo SC, Moessner R, Morgan J, Muller H, Murphy DL, Naarden AL, Ochoa WC, Ophoff RA, Osiecki L, Pakstis AJ, Pato MT, Pato CN, Piacentini J, Pittenger C, Pollak Y, Rauch SL, Renner TJ, Reus VI, Richter MA, Riddle MA, Robertson MM, Romero R, Rosàrio MC, Rosenberg D, Rouleau GA, Ruhrmann S, Ruiz-Linares A, Sampaio AS, Samuels J, Sandor P, Sheppard B, Singer HS, Smit JH, Stein DJ, Strengman E, Tischfield JA, Valencia Duarte AV, Vallada H, Van Nieuwerburgh F, Veenstra-VanderWeele J, Walitza S, Wang Y, Wendland JR, Westenberg HGM, Shugart YY, Miguel EC, McMahon W, Wagner M, Nicolini H, Posthuma D, Hanna GL, Heutink P, Denys D, Arnold PD, Oostra BA, Nestadt G, Freimer NB, Pauls DL, Wray NR, Stewart SE, Mathews CA, Knowles JA, Cox NJ, Scharf JM. Partitioning the heritability of Tourette syndrome and obsessive compulsive disorder reveals differences in genetic architecture. PLoS Genet 2013; 9:e1003864. [PMID: 24204291 PMCID: PMC3812053 DOI: 10.1371/journal.pgen.1003864] [Citation(s) in RCA: 171] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2013] [Accepted: 08/21/2013] [Indexed: 11/18/2022] Open
Abstract
The direct estimation of heritability from genome-wide common variant data as implemented in the program Genome-wide Complex Trait Analysis (GCTA) has provided a means to quantify heritability attributable to all interrogated variants. We have quantified the variance in liability to disease explained by all SNPs for two phenotypically-related neurobehavioral disorders, obsessive-compulsive disorder (OCD) and Tourette Syndrome (TS), using GCTA. Our analysis yielded a heritability point estimate of 0.58 (se = 0.09, p = 5.64e-12) for TS, and 0.37 (se = 0.07, p = 1.5e-07) for OCD. In addition, we conducted multiple genomic partitioning analyses to identify genomic elements that concentrate this heritability. We examined genomic architectures of TS and OCD by chromosome, MAF bin, and functional annotations. In addition, we assessed heritability for early onset and adult onset OCD. Among other notable results, we found that SNPs with a minor allele frequency of less than 5% accounted for 21% of the TS heritability and 0% of the OCD heritability. Additionally, we identified a significant contribution to TS and OCD heritability by variants significantly associated with gene expression in two regions of the brain (parietal cortex and cerebellum) for which we had available expression quantitative trait loci (eQTLs). Finally we analyzed the genetic correlation between TS and OCD, revealing a genetic correlation of 0.41 (se = 0.15, p = 0.002). These results are very close to previous heritability estimates for TS and OCD based on twin and family studies, suggesting that very little, if any, heritability is truly missing (i.e., unassayed) from TS and OCD GWAS studies of common variation. The results also indicate that there is some genetic overlap between these two phenotypically-related neuropsychiatric disorders, but suggest that the two disorders have distinct genetic architectures.
Collapse
Affiliation(s)
- Lea K. Davis
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
- * E-mail: (LKD); (JMS)
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
| | - Clare L. Keenan
- Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
- Department of Human Genetics, University of Chicago, Chicago, Illinois, United States of America
| | - Eric R. Gamazon
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Anuar I. Konkashbaev
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Eske M. Derks
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Benjamin M. Neale
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Jian Yang
- The University of Queensland, Diamantina Institute, Queensland, Australia
- The University of Queensland, Queensland Brain Institute, Queensland, Australia
| | - S. Hong Lee
- The University of Queensland, Queensland Brain Institute, Queensland, Australia
| | - Patrick Evans
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Cathy L. Barr
- The Toronto Western Research Institute, University Health Network, Toronto, Ontario, Canada
- The Hospital for Sick Children, Toronto, Ontario, Canada
| | | | - Fortu Benarroch
- Herman Dana Division of Child and Adolescent Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | | | - Oscar J. Bienvenu
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Michael H. Bloch
- Department of Psychiatry, Yale University, New Haven, Connecticut, United States of America
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Rianne M. Blom
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Ruth D. Bruun
- North Shore-Long Island Jewish Medical Center, Manhasset, New York, United States of America
- New York University Medical Center, New York, New York, United States of America
| | - Cathy L. Budman
- North Shore-Long Island Jewish Health System, Manhasset, New York, United States of America
- Hofstra University School of Medicine, Hempstead, New York, United States of America
| | - Beatriz Camarena
- Instituto Nacional de Psiquiatría Ramon de la Fuente Muñiz, Mexico City, Mexico
| | - Desmond Campbell
- University College London, London, United Kingdom
- Department of Psychiatry, University of Hong Kong, Hong Kong, China
| | - Carolina Cappi
- Department of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | | | - Danielle C. Cath
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
- Department of Clinical & Health Psychology, Utrecht University, Utrecht, The Netherlands
- Altrecht Academic Anxiety Center, Utrecht, The Netherlands
| | | | - Denise A. Chavira
- Department of Psychology, University of California Los Angeles, Los Angeles, California, United States of America
- Department of Psychiatry, University of California San Diego, La Jolla, California, United States of America
| | | | - David V. Conti
- Department of Preventative Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Edwin H. Cook
- Institute for Juvenile Research, Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Vladimir Coric
- Department of Psychiatry, Yale University, New Haven, Connecticut, United States of America
| | - Bernadette A. Cullen
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Dieter Deforce
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
| | - Richard Delorme
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- Fondation Fondamental, French National Science Foundation, Creteil, France
- AP-HP, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
| | - Yves Dion
- Department of Psychiatry, University of Montreal, Montreal, Quebec, Canada
| | - Christopher K. Edlund
- Department of Preventative Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Karin Egberts
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany
| | - Peter Falkai
- Department of Psychiatry and Psychotherapy, University of Munich, Munich, Germany
| | - Thomas V. Fernandez
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Patience J. Gallagher
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Helena Garrido
- Clinica Herrera Amighetti, Avenida Escazú, San José, Costa Rica
| | - Daniel Geller
- OCD Program, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | | | - Hans J. Grabe
- Department of Psychiatry and Psychotherapy, Helios-Hospital Stralsund, University Medicine Greifswald, Greifswald, Germany
| | - Marco A. Grados
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Benjamin D. Greenberg
- Department of Psychiatry and Human Behavior, Brown Medical School, Butler Hospital, Providence, Rhode Island, United States of America
| | - Varda Gross-Tsur
- Neuropediatric Unit, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Stephen Haddad
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Gary A. Heiman
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers University, Piscataway, New Jersey, United States of America
| | - Sian M. J. Hemmings
- Department of Psychiatry, University of Stellenbosch, Stellenbosch, South Africa
| | - Ana G. Hounie
- Department of Psychiatry, Faculdade de Medicina da Universidade de Säo Paulo, Brazil
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Joseph Jankovic
- Parkinson's Disease Center and Movement Disorders Clinic, Department of Neurology, Baylor College of Medicine, Houston, Texas, United States of America
| | - Michael A. Jenike
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - James L. Kennedy
- Neurogenetics Section, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Robert A. King
- Yale Child Study Center, Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | | | - Roger Kurlan
- Atlantic Neuroscience Institute, Overlook Hospital, Summit, New Jersey, United States of America
| | | | - Marion Leboyer
- Fondation Fondamental, French National Science Foundation, Creteil, France
- AP-HP, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
- Institut Mondor de Recherche Biomédicale, Psychiatric Genetics, Créteil, France
| | - James F. Leckman
- Child Study Center, Psychiatry, Pediatrics and Psychology, Yale University, New Haven, Connecticut, United States of America
| | - Leonhard Lennertz
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Chunyu Liu
- Department of Psychiatry, Institute of Human Genetics, University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Christine Lochner
- MRC Unit on Anxiety & Stress Disorders, Department of Psychiatry, University of Stellenbosch, Stellenbosch, South Africa
| | - Thomas L. Lowe
- Department of Psychiatry, University of California at San Francisco, San Francisco, California, United States of America
| | - Fabio Macciardi
- Department of Psychiatry and Human Behavior, School of Medicine, University of California Irvine (UCI), Irvine, California, United States of America
| | - James T. McCracken
- Department of Psychiatry and Human Behavior, School of Medicine, University of California Irvine (UCI), Irvine, California, United States of America
| | - Lauren M. McGrath
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | | | - Rainald Moessner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Jubel Morgan
- University of Utah, Salt Lake City, Utah, United States of America
| | - Heike Muller
- University College London, London, United Kingdom
| | - Dennis L. Murphy
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda, Maryland, United States of America
| | - Allan L. Naarden
- Department of Clinical Research, Medical City Dallas Hospital, Dallas, Texas, United States of America
| | | | - Roel A. Ophoff
- Department of Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center, Utrecht, The Netherlands
- Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, United States of America
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Andrew J. Pakstis
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Michele T. Pato
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Carlos N. Pato
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - John Piacentini
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, David Geffen School of Medicine, Los Angeles, California, United States of America
| | - Christopher Pittenger
- Departments of Psychiatry and Psychology and the Child Study Center, Yale University, New Haven, Connecticut, United States of America
| | - Yehuda Pollak
- Neuropediatric Unit, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Scott L. Rauch
- Partners Psychiatry and McLean Hospital, Boston, Massachusetts, United States of America
| | - Tobias J. Renner
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany
| | - Victor I. Reus
- Department of Psychiatry, University of California at San Francisco, San Francisco, California, United States of America
| | - Margaret A. Richter
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Frederick W. Thompson Anxiety Disorders Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Mark A. Riddle
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Mary M. Robertson
- University College London, London, United Kingdom
- St George's Hospital and Medical School, London, United Kingdom
| | | | - Maria C. Rosàrio
- Child and Adolescent Psychiatry Unit (UPIA), Department of Psychiatry, Federal University of São Paulo, São Paulo, Brazil
| | - David Rosenberg
- Department of Psychiatry & Behavioral Neurosciences, Wayne State University and the Detroit Medical Center, Detroit, Michigan, United States of America
| | - Guy A. Rouleau
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Stephan Ruhrmann
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
| | | | - Aline S. Sampaio
- Department of Psychiatry, Faculdade de Medicina da Universidade de Säo Paulo, Brazil
- University Health Care Services - SMURB, Universidade Federal da Bahia, Salvador, Bahia, Brazil
| | - Jack Samuels
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Paul Sandor
- Department of Psychiatry, University of Toronto and University Health Network, Toronto Western Research Institute and Youthdale Treatment Centers, Toronto, Ontario, Canada
| | - Brooke Sheppard
- Department of Psychiatry, University of California at San Francisco, San Francisco, California, United States of America
| | - Harvey S. Singer
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Jan H. Smit
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
| | - Dan J. Stein
- University of Cape Town, Cape Town, South Africa
| | - E. Strengman
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jay A. Tischfield
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers University, Piscataway, New Jersey, United States of America
| | | | - Homero Vallada
- Department of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | | | - Jeremy Veenstra-VanderWeele
- Departments of Psychiatry, Pediatrics, and Pharmacology, Kennedy Center for Research on Human Development, and Brain Institute, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Susanne Walitza
- Department of Child and Adolescent Psychiatry, University of Zurich, Zurich, Switzerland
- Department of Child and Adolescent Psychiatry, University of Würzburg, Würzburg, Germany
| | - Ying Wang
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Jens R. Wendland
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda, Maryland, United States of America
| | - Herman G. M. Westenberg
- Department of Psychiatry, Academic Medical Center and Netherlands Institute for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences (NIN-KNAW), Amsterdam, The Netherlands
| | - Yin Yao Shugart
- Unit on Statistical Genomics, NIMH Intramural Research Program, Bethesda, Maryland, United States of America
| | - Euripedes C. Miguel
- Department of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - William McMahon
- Department of Psychiatry, University of Utah, Salt Lake City, Utah, United States of America
| | - Michael Wagner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Humberto Nicolini
- National Institute of Genomic Medicine-SAP, Carracci Medical Group, Mexico City, Mexico
| | - Danielle Posthuma
- Department of Functional Genomics, Center for Neurogenomics and Cognitive Research, Neuroscience Campus Amsterdam, VU University Amsterdam, De Boelelaan, Amsterdam, The Netherlands
- Department of Clinical Genetics, VU Medical Centre, De Boelelaan, Amsterdam, The Netherlands
- Department of Child and Adolescent Psychiatry, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Gregory L. Hanna
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Peter Heutink
- Section of Medical Genomics, Department of Clinical Genetics, VU University Medical Center Amsterdam, The Netherlands
- German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Damiaan Denys
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
- Netherlands Institute for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences (NIN-KNAW), Amsterdam, The Netherlands
| | - Paul D. Arnold
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Ben A. Oostra
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Gerald Nestadt
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Nelson B. Freimer
- Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, United States of America
| | - David L. Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Naomi R. Wray
- The University of Queensland, Queensland Brain Institute, Queensland, Australia
| | - S. Evelyn Stewart
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- British Columbia Mental Health and Addictions Research Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Carol A. Mathews
- Department of Psychiatry, University of California at San Francisco, San Francisco, California, United States of America
| | - James A. Knowles
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Nancy J. Cox
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Division of Cognitive and Behavioral Neurology, Brigham and Womens Hospital, Boston, Massachusetts, United States of America
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- * E-mail: (LKD); (JMS)
| |
Collapse
|
34
|
Stewart SE, Yu D, Scharf JM, Neale BM, Fagerness JA, Mathews CA, Arnold PD, Evans PD, Gamazon ER, Osiecki L, McGrath L, Haddad S, Crane J, Hezel D, Illman C, Mayerfeld C, Konkashbaev A, Liu C, Pluzhnikov A, Tikhomirov A, Edlund CK, Rauch SL, Moessner R, Falkai P, Maier W, Ruhrmann S, Grabe HJ, Lennertz L, Wagner M, Bellodi L, Cavallini MC, Richter MA, Cook EH, Kennedy JL, Rosenberg D, Stein DJ, Hemmings SMJ, Lochner C, Azzam A, Chavira DA, Fournier E, Garrido H, Sheppard B, Umaña P, Murphy DL, Wendland JR, Veenstra-VanderWeele J, Denys D, Blom R, Deforce D, Van Nieuwerburgh F, Westenberg HGM, Walitza S, Egberts K, Renner T, Miguel EC, Cappi C, Hounie AG, Conceição do Rosário M, Sampaio AS, Vallada H, Nicolini H, Lanzagorta N, Camarena B, Delorme R, Leboyer M, Pato CN, Pato MT, Voyiaziakis E, Heutink P, Cath DC, Posthuma D, Smit JH, Samuels J, Bienvenu OJ, Cullen B, Fyer AJ, Grados MA, Greenberg BD, McCracken JT, Riddle MA, Wang Y, Coric V, Leckman JF, Bloch M, Pittenger C, Eapen V, Black DW, Ophoff RA, Strengman E, Cusi D, Turiel M, Frau F, Macciardi F, Gibbs JR, Cookson MR, Singleton A, Hardy J, Crenshaw AT, Parkin MA, Mirel DB, Conti DV, Purcell S, Nestadt G, Hanna GL, Jenike MA, Knowles JA, Cox N, Pauls DL, Pauls DL. Genome-wide association study of obsessive-compulsive disorder. Mol Psychiatry 2013; 18:788-98. [PMID: 22889921 PMCID: PMC4218751 DOI: 10.1038/mp.2012.85] [Citation(s) in RCA: 214] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2012] [Revised: 05/03/2012] [Accepted: 05/07/2012] [Indexed: 02/07/2023]
Abstract
Obsessive-compulsive disorder (OCD) is a common, debilitating neuropsychiatric illness with complex genetic etiology. The International OCD Foundation Genetics Collaborative (IOCDF-GC) is a multi-national collaboration established to discover the genetic variation predisposing to OCD. A set of individuals affected with DSM-IV OCD, a subset of their parents, and unselected controls, were genotyped with several different Illumina SNP microarrays. After extensive data cleaning, 1465 cases, 5557 ancestry-matched controls and 400 complete trios remained, with a common set of 469,410 autosomal and 9657 X-chromosome single nucleotide polymorphisms (SNPs). Ancestry-stratified case-control association analyses were conducted for three genetically-defined subpopulations and combined in two meta-analyses, with and without the trio-based analysis. In the case-control analysis, the lowest two P-values were located within DLGAP1 (P=2.49 × 10(-6) and P=3.44 × 10(-6)), a member of the neuronal postsynaptic density complex. In the trio analysis, rs6131295, near BTBD3, exceeded the genome-wide significance threshold with a P-value=3.84 × 10(-8). However, when trios were meta-analyzed with the case-control samples, the P-value for this variant was 3.62 × 10(-5), losing genome-wide significance. Although no SNPs were identified to be associated with OCD at a genome-wide significant level in the combined trio-case-control sample, a significant enrichment of methylation QTLs (P<0.001) and frontal lobe expression quantitative trait loci (eQTLs) (P=0.001) was observed within the top-ranked SNPs (P<0.01) from the trio-case-control analysis, suggesting these top signals may have a broad role in gene expression in the brain, and possibly in the etiology of OCD.
Collapse
Affiliation(s)
- S Evelyn Stewart
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA,British Columbia Mental Health and Addictions Research Institute, University
of British Columbia, Vancouver, BC, Canada
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Jeremiah M Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA,Department of Neurology, Massachusetts General Hospital, Boston,
Massachusetts, USA,Department of Neurology, Brigham and Women's Hospital, Boston,
Massachusetts,, USA,Program in Medical and Population Genetics, Broad Institute of Harvard and
MIT, Cambridge MA
| | - Benjamin M Neale
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Analytic and Translational Genetics Unit, Massachusetts General Hospital,
Boston Massachusetts, USA,Program in Medical and Population Genetics, Broad Institute of Harvard and
MIT, Cambridge MA
| | - Jesen A Fagerness
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Carol A Mathews
- Department of Psychiatry, University of California, San Francisco, USA
| | - Paul D Arnold
- Program in Genetics and Genome Biology, The Hospital for Sick Children,
Toronto, Ontario, Canada,Department of Psychiatry, University of Toronto, Toronto, Ontario,
Canada
| | - Patrick D Evans
- Section of Genetic Medicine, Department of Medicine, University of Chicago,
Chicago, Illinois, USA
| | - Eric R Gamazon
- Section of Genetic Medicine, Department of Medicine, University of Chicago,
Chicago, Illinois, USA
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Lauren McGrath
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Stephen Haddad
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Jacquelyn Crane
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Dianne Hezel
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Cornelia Illman
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Catherine Mayerfeld
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - Anuar Konkashbaev
- Section of Genetic Medicine, Department of Medicine, University of Chicago,
Chicago, Illinois, USA
| | - Chunyu Liu
- Department of Psychiatry, University of Chicago, Chicago, IL, USA
| | - Anna Pluzhnikov
- Section of Genetic Medicine, Department of Medicine, University of Chicago,
Chicago, Illinois, USA
| | - Anna Tikhomirov
- Section of Genetic Medicine, Department of Medicine, University of Chicago,
Chicago, Illinois, USA
| | - Christopher K Edlund
- Department of Preventative Medicine, Division of Biostatistics, Keck School
of Medicine, Zilkha Neurogenetic Institute, University of Southern California, Los Angeles,
California, USA,Epigenome Center, Keck School of Medicine, University of Southern
California, Los Angeles, California, USA
| | - Scott L Rauch
- Partners Psychiatry and McLean Hospital, Boston, Massachusetts, USA
| | - Rainald Moessner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn,
Germany
| | - Peter Falkai
- Department of Psychiatry and Psychotherapy, University of
Göttingen, Göttingen, Germany
| | - Wolfgang Maier
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn,
Germany
| | - Stephan Ruhrmann
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne,
Germany
| | - Hans-Jörgen Grabe
- Department of Psychiatry and Psychotherapy, Helios-Hospital Stralsund,
University Medicine Greifswald, Greifswald, Germany
| | - Leonard Lennertz
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn,
Germany
| | - Michael Wagner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn,
Germany
| | - Laura Bellodi
- Psychiatry Universita Vita-Salute San Raffaele, Milano Italy
| | | | - Margaret A Richter
- Department of Psychiatry, University of Toronto, Toronto, Ontario,
Canada,Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto,
Ontario
| | - Edwin H Cook
- Institute for Juvenile Research, Department of Psychiatry, University of
Illinois at Chicago, USA
| | - James L Kennedy
- Department of Psychiatry, University of Toronto, Toronto, Ontario,
Canada,Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - David Rosenberg
- Child Psychiatry and Psychology, Wayne State University, Detroit, Michigan,
USA,Children's Hospital of Michigan, Detroit, Michigan, USA
| | - Dan J Stein
- University of Cape Town, Cape Town, South Africa
| | | | | | - Amin Azzam
- Department of Psychiatry, University of California, San Francisco, USA
| | - Denise A Chavira
- Department of Psychiatry, University of California, San Diego, La Jolla,
California, USA
| | | | | | - Brooke Sheppard
- Department of Psychiatry, University of California, San Francisco, USA
| | - Paul Umaña
- Hospital Nacional de Niños, San José, Costa Rica
| | - Dennis L Murphy
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda,
MD, USA
| | - Jens R Wendland
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda,
MD, USA,CNS Clinical Biomarker Group, Pharma Research and Early Development, F.
Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Jeremy Veenstra-VanderWeele
- Departments of Psychiatry, Pediatrics, and Pharmacology, Kennedy Center for
Research on Human Development, and Brain Institute, Vanderbilt University, Nashville,
Tennessee, USA
| | - Damiaan Denys
- Department of Psychiatry, Academic Medical Center and Netherlands Institute
for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences
(NIN-KNAW), Amsterdam, The Netherlands
| | - Rianne Blom
- Department of Psychiatry, Academic Medical Center and Netherlands Institute
for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences
(NIN-KNAW), Amsterdam, The Netherlands
| | - Dieter Deforce
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent,
Belgium
| | | | - Herman GM Westenberg
- Department of Psychiatry, Academic Medical Center and Netherlands Institute
for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences
(NIN-KNAW), Amsterdam, The Netherlands
| | - Susanne Walitza
- Department of Child and Adolescent Psychiatry, University of Zurich,
Switzerland
| | - Karin Egberts
- Department of Child and Adolescent Psychiatry, Psychosomatics and
Psychotherapy, University of Würzburg, Germany
| | - Tobias Renner
- Department of Child and Adolescent Psychiatry, Psychosomatics and
Psychotherapy, University of Würzburg, Germany
| | | | - Carolina Cappi
- Department of Psychiatry, Faculdade de Medicina da Universidade de Sao
Paulo, Brazil
| | - Ana G Hounie
- Department of Psychiatry, Faculdade de Medicina da Universidade de Sao
Paulo, Brazil
| | | | - Aline S Sampaio
- Department of Psychiatry, Faculdade de Medicina da Universidade de Sao
Paulo, Brazil,University Health Care Services - SMURB, Federal University of Bahia,
Salvador, State of Bahia, Brazil
| | - Homero Vallada
- Department of Psychiatry, Faculdade de Medicina da Universidade de Sao
Paulo, Brazil
| | - Humberto Nicolini
- Centre for Genomic Sciences, University of Mexico City, Mexico,Carracci Medical Group, Mexico City, Mexico
| | | | - Beatriz Camarena
- Instituto Nacional de Psiquiatría Ramón de la Fuente
Muñiz, Depto. de Genética Psiquiátrica, México, D. F.,
México
| | - Richard Delorme
- AP-HP, Robert Debré Hospital, Department of Child and Adolescent
Psychiatry, Paris, France, INSERM U955,Institut Mondor de Recherche Biomédicale, Psychiatric Genetics,
Créteil, F 94000, France, Foundation Fondamental, French National Science
Foundation, France
| | - Marion Leboyer
- AP-HP, Robert Debré Hospital, Department of Child and Adolescent
Psychiatry, Paris, France, INSERM U955,Institut Mondor de Recherche Biomédicale, Psychiatric Genetics,
Créteil, F 94000, France, Foundation Fondamental, French National Science
Foundation, France
| | - Carlos N Pato
- Department of Psychiatry and The Behavioral Sciences, Zilkha Neurogenetic
Institute, Keck School of Medicine, University of Southern California, Los Angeles,
USA
| | - Michele T Pato
- Department of Psychiatry and The Behavioral Sciences, Zilkha Neurogenetic
Institute, Keck School of Medicine, University of Southern California, Los Angeles,
USA
| | - Emanuel Voyiaziakis
- Department of Psychiatry and The Behavioral Sciences, Zilkha Neurogenetic
Institute, Keck School of Medicine, University of Southern California, Los Angeles,
USA
| | - Peter Heutink
- Section of Medical Genomics, Department of Clinical Genetics, VU University
Medical Center Amsterdam, The Netherlands
| | - Danielle C Cath
- Department of Psychiatry, VU University Medical Center and Department of
Clinical and Health Psychology, Utrecht University, Utrecht, The Netherlands,Department of Psychiatry, EMGO Institute, VU University Medical Center,
Utrecht, The Netherlands
| | - Danielle Posthuma
- Section of Medical Genomics, Department of Clinical Genetics, VU University
Medical Center Amsterdam, The Netherlands
| | - Jan H Smit
- Department of Psychiatry, EMGO Institute, VU University Medical Center,
Utrecht, The Netherlands
| | - Jack Samuels
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - O Joseph Bienvenu
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - Bernadette Cullen
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - Abby J Fyer
- Department of Psychiatry, College of Physicians and Surgeons at Columbia
University, New York City, New York, USA,New York State Psychiatric Institute, New York City, New York, USA
| | - Marco A Grados
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - Benjamin D Greenberg
- Department of Psychiatry and Human Behavior, Brown Medical School, Butler
Hospital, Providence, Rhode Island, USA
| | - James T McCracken
- Department of Psychiatry and Biobehavioral Sciences, University of
California, Los Angeles, School of Medicine, California, USA
| | - Mark A Riddle
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - Ying Wang
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - Vladimir Coric
- Child Study Centre and Department of Psychiatry, Yale University, New
Haven, Connecticut, USA
| | - James F Leckman
- Child Study Centre, Pediatrics and Psychology, Yale University, New Haven,
Connecticut, USA
| | - Michael Bloch
- Child Study Centre and Department of Psychiatry, Yale University, New
Haven, Connecticut, USA
| | - Christopher Pittenger
- Child Study Centre and Department of Psychiatry, Yale University, New
Haven, Connecticut, USA
| | - Valsamma Eapen
- Infant, Child and Adolescent Psychiatry, University of New South Wales,
Academic Unit of Child Psychiatry, Sydney, Australia
| | - Donald W Black
- University of Iowa, Roy J. and Lucille A. Carver College of Medicine, Iowa
City, Iowa, USA
| | - Roel A Ophoff
- UCLA Center for Neurobehavioral Genetics, Los Angeles, California, USA and
University Medical Center Utrecht, Utrecht, The Netherlands
| | - Eric Strengman
- UCLA Center for Neurobehavioral Genetics, Los Angeles, California, USA and
University Medical Center Utrecht, Utrecht, The Netherlands
| | - Daniele Cusi
- Department of Medicine, Surgery and Dentistry, Graduate School of
Nephrology, University of Milano, Italy,Division of Nephrology, San Paolo Hospital, Milano, Italy
| | - Maurizio Turiel
- Department of Health Technologies, University of Milano, Italy
| | - Francesca Frau
- Department of Medicine, Surgery and Dentistry, Graduate School of
Nephrology, University of Milano, Italy,Filarete Foundation, Milano, Italy
| | - Fabio Macciardi
- Department of Psychiatry and Human Behavior, School of Medicine, University
of California Irvine (UCI), California, USA
| | - J Raphael Gibbs
- Laboratory of Neurogenetics, National Institute on Aging, National
Institutes of Health, Bethesda, Maryland, USA
| | - Mark R Cookson
- Laboratory of Neurogenetics, National Institute on Aging, National
Institutes of Health, Bethesda, Maryland, USA
| | - Andrew Singleton
- Laboratory of Neurogenetics, National Institute on Aging, National
Institutes of Health, Bethesda, Maryland, USA
| | | | - John Hardy
- Department of Molecular Neuroscience, University College of London,
Institute of Neurology, Queen Square, London, UK
| | | | | | | | | | - David V Conti
- Department of Preventative Medicine, Division of Biostatistics, Keck School
of Medicine, Zilkha Neurogenetic Institute, University of Southern California, Los Angeles,
California, USA,Epigenome Center, Keck School of Medicine, University of Southern
California, Los Angeles, California, USA
| | - Shaun Purcell
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA,Department of Neurology, Brigham and Women's Hospital, Boston,
Massachusetts,, USA,The Broad Institute of Harvard-MIT, Cambridge, MA, USA
| | - Gerald Nestadt
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University
School of Medicine, Baltimore, Maryland, USA
| | - Gregory L Hanna
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Michael A Jenike
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA
| | - James A Knowles
- Department of Psychiatry and The Behavioral Sciences, Zilkha Neurogenetic
Institute, Keck School of Medicine, University of Southern California, Los Angeles,
USA
| | - Nancy Cox
- Section of Genetic Medicine, Department of Medicine, University of Chicago,
Chicago, Illinois, USA
| | - David L Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Harvard Medical School, Boston, Massachusetts, USA,Department of Psychiatry, Massachusetts General Hospital, Boston,
Massachusetts, USA,Corresponding Authors: Dr. S. Evelyn Stewart, Department of
Psychiatry, University of British Columbia, Vancouver, BC, Canada, V5Z 4H4, Tel: (604)
875-2000 ext. 4725; Fax: (604) 875-3871; ; Dr. David
L. Pauls, Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics
Research, Massachusetts General Hospital, Boston, MA 02114. Tel: (617) 726-0793; Fax:
(617) 726-0830;
| | | |
Collapse
|
35
|
Levine AJ, Ihenacho U, Lee W, Figueiredo JC, Vandenberg DJ, Edlund CK, Davis BD, Stern MC, Haile RW. Genetic variation in insulin pathway genes and distal colorectal adenoma risk. Int J Colorectal Dis 2012; 27:1587-95. [PMID: 22645077 DOI: 10.1007/s00384-012-1505-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/10/2012] [Indexed: 02/06/2023]
Abstract
BACKGROUND Insulin, glucose, and other insulin-related proteins that mediate insulin signaling are associated with colorectal neoplasia risk, but associations with common genetic variation in insulin axis genes are less clear. In this study, we used a comprehensive tag single-nucleotide polymorphisms (SNPs) approach to define genetic variation in six insulin axis genes (IGF1, IGF2, IGFBP1, IGFBP3, IRS1, and IRS2) and three genes associated with estrogen signaling (ESR1, ESR2, and PGR). METHODS We assessed associations between SNPs and distal colorectal adenoma (CRA) risk in a case-control study of 1,351 subjects. Cases were individuals with one or more adenomas diagnosed during sigmoidoscopy, and controls were individuals with no adenomas at the sigmoidoscopy exam. We used unconditional logistic regression assuming an additive model to assess SNP-specific risks adjusting for multiple comparisons with P (act). RESULTS Distal adenoma risk was significantly increased for one SNP in IGF2 [per minor allele OR = 1.41; 95 % confidence interval (CI) = 1.16, 1.67; P (act) = 0.005] and decreased for an ESR2 SNP (per minor allele OR = 0.78; 95 % CI = 0.66, 0.91; P (act) = 0.041). There was no statistically significant heterogeneity of these associations by race, sex, BMI, physical activity, or, in women, hormone replacement therapy use. Risk estimates did not differ in the colon versus rectum or for smaller (<1 cm) versus larger (>1 cm) adenomas. CONCLUSIONS These data suggest that selected genetic variability in IGF2 and ESR2 may be modifiers of CRA risk.
Collapse
Affiliation(s)
- A Joan Levine
- Department of Preventive Medicine, Genetic Epidemiology, University of Southern California Keck School of Medicine, NRT 1450 Biggy Street Room 1509A, Los Angeles, CA 90033, USA.
| | | | | | | | | | | | | | | | | |
Collapse
|
36
|
Rand KA, Conti DV, Haiman CA, Van Den Berg DJ, Birmann BM, De Roos AJ, Severson RK, Gebregziabher M, Ailawadhi S, Morbacher A, Lieber MR, Wang SS, Bernstein L, Edlund CK, Rothman N, Chanock SJ, Kolonel LN, Colditz GA, Munshi N, Anderson KC, Cozen W. Abstract 2634: Polymorphisms in DNA repair genes and risk of multiple myeloma. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-2634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background and Objective: DNA repair is an essential process for development and differentiation of all cells, including plasma cells. Associations between single nucleotide polymorphisms (SNPs) in DNA repair genes and multiple myeloma risk have been reported but generally not replicated. In a pilot study, we observed suggestive evidence of an association between multiple myeloma risk and five nonsynonymous SNPs in DNA repair genes (rs25489 in XRCC1, rs1801516 in ATM, rs2227999 in XPC, rs2228528 in CSB and rs2228615 in ICAM5). The objective of this study was to examine the effect of these five SNPs on multiple myeloma risk in a large multi-center analysis. Methods: We conducted a pooled analysis in a multi-ethnic sample of 489 multiple myeloma cases and 939 controls. Studies contributing samples included two population-based case-control studies conducted in Los Angeles and Seattle/Detroit that used the Surveillance, Epidemiology and End Results (SEER) cancer registries to identify cases, and three nested case-control studies using subjects from the Multiethnic Cohort (MEC), the Health Professionals Follow Up Study (HPFS), and the Nurses’ Health Study (NHS). The SNPs coded for an amino acid substitution, and were assumed to have the same effect across ethnic groups, and thus subjects from all racial/ethnic groups were included in the analysis. Assuming a log-additive inheritance model, odds ratios (OR) and 95% confidence intervals (95% CIs) were calculated for allele-specific risk comparing cases to controls using unconditional logistic regression, adjusting for age, race/ethnicity, sex, and study site. Results: We observed a 40% decreased risk per variant T allele in the XRCC1 SNP rs25489 (OR=0.60, 95% CI=0.40, 0.91, p-value=0.02). The minor allele frequency in cases and controls was 3.4% and 5.6%, respectively. Non-significant OR's < 1.0 were observed when whites (OR=0.67, 95% CI=0.38, 1.17) and African Americans (OR=0.33, 95% CI= 0.09, 1.20) were considered separately. The SNPs in other DNA repair genes, ATM (rs1801516), XPC (rs2227999), CSB (rs2228528) and ICAM5 (rs2228615), showed no association with multiple myeloma risk. Conclusion: We observed an association between multiple myeloma and XRCC1, a gene that encodes a protein involved in the repair of single-stranded DNA breaks caused by ionizing radiation and alkylating agents. The variant allele of rs25489 results in a missense mutation substituting an amino acid (Arg > His). Several studies have shown diminished DNA repair capacity associated with the variant allele of this SNP, an effect which may be relevant to multiple myeloma etiology. Replication in additional studies is needed to validate this finding.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 2634. doi:1538-7445.AM2012-2634
Collapse
Affiliation(s)
- Kristin A. Rand
- 1USC/Norris Comprehensive Cancer Center, Department of Preventive Medicine, USC Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - David V. Conti
- 1USC/Norris Comprehensive Cancer Center, Department of Preventive Medicine, USC Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Christopher A. Haiman
- 1USC/Norris Comprehensive Cancer Center, Department of Preventive Medicine, USC Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - David J. Van Den Berg
- 2USC/Norris Comprehensive Cancer Center, Depts of Preventive Medicine and Pathology, Los Angeles, CA
| | - Brenda M. Birmann
- 3Channing Laboratory, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | | | - Richard K. Severson
- 5Department of Family Medicine and Public Health Sciences, Wayne State University, Detroit, MI
| | - Mulugeta Gebregziabher
- 6Division of Biostatistics and Epidemiology, Medical University of South Carolina, Charleston, SC
| | - Sikander Ailawadhi
- 7USC/Norris Comprehensive Cancer Center, Division of Hematology, Department of Medicine, USC Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Ann Morbacher
- 7USC/Norris Comprehensive Cancer Center, Division of Hematology, Department of Medicine, USC Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Michael R. Lieber
- 1USC/Norris Comprehensive Cancer Center, Department of Preventive Medicine, USC Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Sophia S. Wang
- 8Division of Cancer Etiology, Department of Population Sciences, City of Hope Medical Center, Duarte, CA
| | - Leslie Bernstein
- 8Division of Cancer Etiology, Department of Population Sciences, City of Hope Medical Center, Duarte, CA
| | - Christopher K. Edlund
- 9Department of Preventive Medicine, USC Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Nathaniel Rothman
- 10Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Stephen J. Chanock
- 10Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | | | - Graham A. Colditz
- 12Department of Surgery and Alvin J. Siteman Cancer Center, Washington University School of Medicine and Barnes Jewish Hospital, St. Louis, MO
| | - Nikhil Munshi
- 13Jeroma Lipper Multiple Myeloma Center, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Kenneth C. Anderson
- 13Jeroma Lipper Multiple Myeloma Center, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Wendy Cozen
- 2USC/Norris Comprehensive Cancer Center, Depts of Preventive Medicine and Pathology, Los Angeles, CA
| |
Collapse
|
37
|
Leng S, Stidley CA, Liu Y, Edlund CK, Willink RP, Han Y, Landi MT, Thun M, Picchi MA, Bruse SE, Crowell RE, Van Den Berg D, Caporaso NE, Amos CI, Siegfried JM, Tesfaigzi Y, Gilliland FD, Belinsky SA. Genetic determinants for promoter hypermethylation in the lungs of smokers: a candidate gene-based study. Cancer Res 2012; 72:707-15. [PMID: 22139380 PMCID: PMC3271143 DOI: 10.1158/0008-5472.can-11-3194] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The detection of tumor suppressor gene promoter methylation in sputum-derived exfoliated cells predicts early lung cancer. Here, we identified genetic determinants for this epigenetic process and examined their biologic effects on gene regulation. A two-stage approach involving discovery and replication was used to assess the association between promoter hypermethylation of a 12-gene panel and common variation in 40 genes involved in carcinogen metabolism, regulation of methylation, and DNA damage response in members of the Lovelace Smokers Cohort (N = 1,434). Molecular validation of three identified variants was conducted using primary bronchial epithelial cells. Association of study-wide significance (P < 8.2 × 10(-5)) was identified for rs1641511, rs3730859, and rs1883264 in TP53, LIG1, and BIK, respectively. These single-nucleotide polymorphisms (SNP) were significantly associated with altered expression of the corresponding genes in primary bronchial epithelial cells. In addition, rs3730859 in LIG1 was also moderately associated with increased risk for lung cancer among Caucasian smokers. Together, our findings suggest that genetic variation in DNA replication and apoptosis pathways impacts the propensity for gene promoter hypermethylation in the aerodigestive tract of smokers. The incorporation of genetic biomarkers for gene promoter hypermethylation with clinical and somatic markers may improve risk assessment models for lung cancer.
Collapse
Affiliation(s)
- Shuguang Leng
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM
| | | | - Yushi Liu
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM
| | | | - Randall P. Willink
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM
| | - Younghun Han
- Department of Epidemiology, The University of Texas M.D. Anderson Cancer Center, Houston, TX
| | - Maria Teresa Landi
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Bethesda, MA
| | - Michael Thun
- American Cancer Society, Epidemiology and Surveillance Research, Atlanta, GA
| | - Maria A. Picchi
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM
| | - Shannon E. Bruse
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM
| | - Richard E. Crowell
- Department of Internal Medicine, University of New Mexico, Albuquerque, NM
- New Mexico VA Health Care System, Albuquerque, NM
| | - David Van Den Berg
- Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Neil E. Caporaso
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Bethesda, MA
| | - Christopher I. Amos
- Department of Epidemiology, The University of Texas M.D. Anderson Cancer Center, Houston, TX
| | - Jill M. Siegfried
- Department of Pharmacology and Chemical Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Yohannes Tesfaigzi
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM
| | - Frank D. Gilliland
- Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Steven A. Belinsky
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM
| |
Collapse
|
38
|
Pearce CL, Doherty JA, Van Den Berg DJ, Moysich K, Hsu C, Cushing-Haugen KL, Conti DV, Ramus SJ, Gentry-Maharaj A, Menon U, Gayther SA, Pharoah PDP, Song H, Kjaer SK, Hogdall E, Hogdall C, Whittemore AS, McGuire V, Sieh W, Gronwald J, Medrek K, Jakubowska A, Lubinski J, Chenevix-Trench G, Beesley J, Webb PM, Berchuck A, Schildkraut JM, Iversen ES, Moorman PG, Edlund CK, Stram DO, Pike MC, Ness RB, Rossing MA, Wu AH. Genetic variation in insulin-like growth factor 2 may play a role in ovarian cancer risk. Hum Mol Genet 2011; 20:2263-72. [PMID: 21422097 PMCID: PMC3090188 DOI: 10.1093/hmg/ddr087] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2010] [Revised: 02/17/2011] [Accepted: 02/23/2011] [Indexed: 01/20/2023] Open
Abstract
The insulin-like growth factor (IGF) signaling axis plays an important role in cancer biology. We hypothesized that genetic variation in this pathway may influence risk of ovarian cancer. A three-center study of non-Hispanic whites including 1880 control women, 1135 women with invasive epithelial ovarian cancer and 321 women with borderline epithelial ovarian tumors was carried out to test the association between tag single-nucleotide polymorphisms (tSNPs) (n=58) in this pathway and risk of ovarian cancer. We found no association between variation in IGF1, IGFBP1 or IGFBP3 and risk of invasive disease, whereas five tSNPs in IGF2 were associated with risk of invasive epithelial ovarian cancer at P<0.05 and followed-up one of the associated SNPs. We conducted genotyping in 3216 additional non-Hispanic white cases and 5382 additional controls and were able to independently replicate our initial findings. In the combined set of studies, rs4320932 was associated with a 13% decreased risk of ovarian cancer per copy of the minor allele carried (95% confidence interval 0.81-0.93, P-trend=7.4 × 10(-5)). No heterogeneity of effect across study centers was observed (p(het)=0.25). IGF2 is emerging as an important gene for ovarian cancer; additional genotyping is warranted to further confirm these associations with IGF2 and to narrow down the region harboring the causal SNP.
Collapse
Affiliation(s)
- Celeste Leigh Pearce
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA 90033, USA.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
39
|
Figueiredo JC, Lewinger JP, Song C, Campbell PT, Conti DV, Edlund CK, Duggan DJ, Rangrej J, Lemire M, Hudson T, Zanke B, Cotterchio M, Gallinger S, Jenkins M, Hopper J, Haile R, Newcomb P, Potter J, Baron JA, Le Marchand L, Casey G. Genotype-environment interactions in microsatellite stable/microsatellite instability-low colorectal cancer: results from a genome-wide association study. Cancer Epidemiol Biomarkers Prev 2011; 20:758-66. [PMID: 21357381 DOI: 10.1158/1055-9965.epi-10-0675] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Genome-wide association studies (GWAS) have led to the identification of a number of common susceptibility loci for colorectal cancer (CRC); however, none of these GWAS have considered gene-environment (G × E) interactions. Therefore, it is unclear whether current hits are modified by environmental exposures or whether there are additional hits whose effects are dependent on environmental exposures. METHODS We conducted a systematic search for G × E interactions using genome wide data from the Colon Cancer Family Registry that included 1,191 cases of microsatellite stable (MSS) or microsatellite instability-low (MSI-L) CRC and 999 controls genotyped using either the Illumina Human1M or Human1M-Duo BeadChip. We tested for interactions between genotypes and 14 environmental factors using 3 methods: a traditional case-control test, a case-only test, and the recently proposed 2-step method by Murcray and colleagues. All potentially significant findings were replicated in the ARCTIC Study. RESULTS No G × E interactions were identified that reached genome-wide significance by any of the 3 methods. When analyzing previously reported susceptibility loci, 7 significant G × E interactions were found at a 5% significance level. We investigated these 7 interactions in an independent sample and none of the interactions were replicated. CONCLUSIONS Identifying G × E interactions will present challenges in a GWAS setting. Our power calculations illustrate the need for larger sample sizes; however, as CRC is a heterogeneous disease, a tradeoff between increasing sample size and heterogeneity needs to be considered. IMPACT The results from this first genome-wide analysis of G × E in CRC identify several challenges, which may be addressed by large consortium efforts.
Collapse
Affiliation(s)
- Jane C Figueiredo
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
40
|
Levine AJ, Lee W, Figueiredo JC, Conti DV, Vandenberg DJ, Davis BD, Edlund CK, Henning SM, Heber D, Stern MC, Haile RW. Variation in folate pathway genes and distal colorectal adenoma risk: a sigmoidoscopy-based case-control study. Cancer Causes Control 2011; 22:541-52. [PMID: 21274745 PMCID: PMC3059778 DOI: 10.1007/s10552-011-9726-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2010] [Accepted: 01/06/2011] [Indexed: 12/22/2022]
Abstract
Background Folate-associated one-carbon metabolism (FOCM) is an important pathway in colorectal neoplasia risk but data on genetic variation in this pathway are largely limited to studies of single SNPs in selected genes. Methods We used a comprehensive tagSNP approach to study the association between genetic variation in 11 genes in the FOCM pathway and risk of incident distal colorectal adenomas in a sigmoidoscopy-based case–control study. We included 655 cases (one or more adenomas) and 695 controls (no adenomas) recruited from one of two Kaiser Permanente clinics between 1991 and 1995. We assessed a total of 159 tagSNPs selected using Haploview Tagger as well as selected non-synonymous SNPs. We used unconditional logistic regression to model the association between SNPs and risk of distal adenomas, assuming a log-additive model. Results Five SNPs in the SLC19A1 (RFC1) gene: rs1051266 (G80A), rs283895, rs2236484, rs12482346, and rs2838958 were associated with adenoma risk after correction for multiple testing (all corrected p values ≤0.043). The non-synonymous SLC19A1 SNP G80A interacted significantly with the MTHFRC677T genotype (interaction p value = 0.018). Conclusion Our data suggest that genetic variation in SLC19A1 may modify the risk of distal colorectal adenoma. Electronic supplementary material The online version of this article (doi:10.1007/s10552-011-9726-7) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- A Joan Levine
- Department of Preventive Medicine, Genetic Epidemiology, University of Southern California Keck School of Medicine, Los Angeles, CA 90033, USA.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
41
|
Pearce CL, Near AM, Van Den Berg DJ, Ramus SJ, Gentry-Maharaj A, Menon U, Gayther SA, Anderson AR, Edlund CK, Wu AH, Chen X, Beesley J, Webb PM, Holt SK, Chen C, Doherty JA, Rossing MA, Whittemore AS, McGuire V, DiCioccio RA, Goodman MT, Lurie G, Carney ME, Wilkens LR, Ness RB, Moysich KB, Edwards R, Jennison E, Kjaer SK, Hogdall E, Hogdall CK, Goode EL, Sellers TA, Vierkant RA, Cunningham JM, Schildkraut JM, Berchuck A, Moorman PG, Iversen ES, Cramer DW, Terry KL, Vitonis AF, Titus-Ernstoff L, Song H, Pharoah PDP, Spurdle AB, Anton-Culver H, Ziogas A, Brewster W, Galitovskiy V, Chenevix-Trench G. Erratum: Validating genetic risk associations for ovarian cancer through the International Ovarian Cancer Association Consortium. Br J Cancer 2009. [PMCID: PMC2778538 DOI: 10.1038/sj.bjc.6605431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
|
42
|
Pearce CL, Near AM, Van Den Berg DJ, Ramus SJ, Gentry-Maharaj A, Menon U, Gayther SA, Anderson AR, Edlund CK, Wu AH, Chen X, Beesley J, Webb PM, Holt SK, Chen C, Doherty JA, Rossing MA, Whittemore AS, McGuire V, DiCioccio RA, Goodman MT, Lurie G, Carney ME, Wilkens LR, Ness RB, Moysich KB, Edwards R, Jennison E, Kjaer SK, Hogdall E, Hogdall CK, Goode EL, Sellers TA, Vierkant RA, Cunningham JM, Cunningham JC, Schildkraut JM, Berchuck A, Moorman PG, Iversen ES, Cramer DW, Terry KL, Vitonis AF, Titus-Ernstoff L, Song H, Pharoah PDP, Spurdle AB, Anton-Culver H, Ziogas A, Brewster W, Galitovskiy V, Chenevix-Trench G. Validating genetic risk associations for ovarian cancer through the international Ovarian Cancer Association Consortium. Br J Cancer 2009; 100:412-20. [PMID: 19127255 PMCID: PMC2634713 DOI: 10.1038/sj.bjc.6604820] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2008] [Revised: 11/11/2008] [Accepted: 11/18/2008] [Indexed: 12/12/2022] Open
Abstract
The search for genetic variants associated with ovarian cancer risk has focused on pathways including sex steroid hormones, DNA repair, and cell cycle control. The Ovarian Cancer Association Consortium (OCAC) identified 10 single-nucleotide polymorphisms (SNPs) in genes in these pathways, which had been genotyped by Consortium members and a pooled analysis of these data was conducted. Three of the 10 SNPs showed evidence of an association with ovarian cancer at P< or =0.10 in a log-additive model: rs2740574 in CYP3A4 (P=0.011), rs1805386 in LIG4 (P=0.007), and rs3218536 in XRCC2 (P=0.095). Additional genotyping in other OCAC studies was undertaken and only the variant in CYP3A4, rs2740574, continued to show an association in the replication data among homozygous carriers: OR(homozygous(hom))=2.50 (95% CI 0.54-11.57, P=0.24) with 1406 cases and 2827 controls. Overall, in the combined data the odds ratio was 2.81 among carriers of two copies of the minor allele (95% CI 1.20-6.56, P=0.017, p(het) across studies=0.42) with 1969 cases and 3491 controls. There was no association among heterozygous carriers. CYP3A4 encodes a key enzyme in oestrogen metabolism and our finding between rs2740574 and risk of ovarian cancer suggests that this pathway may be involved in ovarian carcinogenesis. Additional follow-up is warranted.
Collapse
Affiliation(s)
- C L Pearce
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
43
|
Palmieri RT, Wilson MA, Iversen ES, Clyde MA, Calingaert B, Moorman PG, Poole C, Anderson AR, Anderson S, Anton-Culver H, Beesley J, Hogdall E, Brewster W, Carney ME, Chen X, Chenevix-Trench G, Chang-Claude J, Cunningham JM, DiCioccio RA, Doherty JA, Easton DF, Edlund CK, Gayther SA, Gentry-Maharaj A, Goode EL, Goodman MT, Kjaer SK, Hogdall CK, Hopkins MP, Jenison EL, Blaakaer J, Lurie G, McGuire V, Menon U, Moysich KB, Ness RB, Pearce CL, Pharoah PD, Pike MC, Ramus SJ, Rossing MA, Song H, Terada KY, Van Den Berg D, Vierkant RA, Wang-Gohrke S, Webb PM, Whittemore AS, Wu AH, Ziogas A, Berchuck A, Schildkraut JM. Polymorphism in the IL18 gene and epithelial ovarian cancer in non-Hispanic white women. Cancer Epidemiol Biomarkers Prev 2008; 17:3567-72. [PMID: 19064572 PMCID: PMC2664299 DOI: 10.1158/1055-9965.epi-08-0548] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Over 22,000 cases of ovarian cancer were diagnosed in 2007 in the United States, but only a fraction of them can be attributed to mutations in highly penetrant genes such as BRCA1. To determine whether low-penetrance genetic variants contribute to ovarian cancer risk, we genotyped 1,536 single nucleotide polymorphisms (SNP) in several candidate gene pathways in 848 epithelial ovarian cancer cases and 798 controls in the North Carolina Ovarian Cancer Study (NCO) using a customized Illumina array. The inflammation gene interleukin-18 (IL18) showed the strongest evidence for association with epithelial ovarian cancer in a gene-by-gene analysis (P = 0.002) with a <25% chance of being a false-positive finding (q value = 0.240). Using a multivariate model search algorithm over 11 IL18 tagging SNPs, we found that the association was best modeled by rs1834481. Further, this SNP uniquely tagged a significantly associated IL18 haplotype and there was an increased risk of epithelial ovarian cancer per rs1834481 allele (odds ratio, 1.24; 95% confidence interval, 1.06-1.45). In a replication stage, 12 independent studies from the Ovarian Cancer Association Consortium (OCAC) genotyped rs1834481 in an additional 5,877 cases and 7,791 controls. The fixed effects estimate per rs1834481 allele was null (odds ratio, 0.99; 95% confidence interval, 0.94-1.05) when data from the 12 OCAC studies were combined. The effect estimate remained unchanged with the addition of the initial North Carolina Ovarian Cancer Study data. This analysis shows the importance of consortia, like the OCAC, in either confirming or refuting the validity of putative findings in studies with smaller sample sizes. (Cancer Epidemiol Biomarkers Prev 2008;17(12):3567-72).
Collapse
Affiliation(s)
- Rachel T. Palmieri
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | | | | | - Brian Calingaert
- Comprehensive Cancer Center, Duke University Medical Center, Durham, NC
| | - Patricia G. Moorman
- Department of Community and Family Medicine, Duke University Medical Center, Durham, NC
| | - Charles Poole
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | - Stephanie Anderson
- Department of Health Sciences Research, Mayo Clinic College of Medicine, Rochester, MN
| | - Hoda Anton-Culver
- Department of Epidemiology, School of Medicine, University of California, Irvine, Irvine, CA
| | | | | | - Jonathan Beesley
- Queensland Institute of Medical Research, Brisbane, Queensland, Australia
| | - Estrid Hogdall
- Department of Virus, Hormones and Cancer, Institute of Cancer Epidemiology, Danish Cancer Society, Copenhagen, Denmark
| | - Wendy Brewster
- Department of Epidemiology, School of Medicine, University of California, Irvine, Irvine, CA
| | - Michael E. Carney
- Cancer Epidemiology Program, Cancer Research Center of Hawaii, University of Hawaii, Honolulu, HI
| | - Xiaoqing Chen
- Queensland Institute of Medical Research, Brisbane, Queensland, Australia
| | | | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Julie M. Cunningham
- Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine, Rochester, MN
| | | | - Jennifer A. Doherty
- Program in Epidemiology, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Douglas F. Easton
- Genetic Epidemiology Unit, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK
| | - Christopher K. Edlund
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA
| | - Simon A. Gayther
- Gynaecological Cancer Research Centre, University College London, EGA Institute for Women’s Health, London, United Kingdom
| | - Aleksandra Gentry-Maharaj
- Gynaecological Cancer Research Centre, University College London, EGA Institute for Women’s Health, London, United Kingdom
| | - Ellen L. Goode
- Department of Health Sciences Research, Mayo Clinic College of Medicine, Rochester, MN
| | - Marc T. Goodman
- Cancer Epidemiology Program, Cancer Research Center of Hawaii, University of Hawaii, Honolulu, HI
| | - Susanne Kruger Kjaer
- Department of Virus, Hormones and Cancer, Institute of Cancer Epidemiology, Danish Cancer Society, Copenhagen, Denmark
| | - Claus K Hogdall
- The Gynaecologic Clinic, The Juliane Marie Centre, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | | | | | - Jan Blaakaer
- Department of Gynecology & Obstetrics, Aarhus University Hospital, Skejby, Aarhus, Denmark
| | - Galina Lurie
- Cancer Epidemiology Program, Cancer Research Center of Hawaii, University of Hawaii, Honolulu, HI
| | - Valerie McGuire
- Department of Health Research and Policy, Stanford University School of Medicine, Stanford, CA
| | - Usha Menon
- Gynaecological Cancer Research Centre, University College London, EGA Institute for Women’s Health, London, United Kingdom
| | - Kirsten B. Moysich
- Department of Cancer Prevention and Population Sciences, Roswell Park Cancer Institute, Buffalo, NY
| | - Roberta B. Ness
- Department of Epidemiology and University of Pittsburgh Cancer Institute, University of Pittsburgh, Pittsburgh, PA
| | | | - Paul D.P. Pharoah
- Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK
| | - Malcolm C. Pike
- Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Susan J. Ramus
- Gynaecological Cancer Research Centre, University College London, EGA Institute for Women’s Health, London, United Kingdom
| | - Mary Anne Rossing
- Program in Epidemiology, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Honglin Song
- Department of Oncology, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK
| | - Keith Y. Terada
- Cancer Epidemiology Program, Cancer Research Center of Hawaii, University of Hawaii, Honolulu, HI
| | - David Van Den Berg
- Department of Urology, University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA
| | - Robert A. Vierkant
- Department of Health Sciences Research, Mayo Clinic College of Medicine, Rochester, MN
| | - Shan Wang-Gohrke
- Department of Obstetrics and Gynecology, University of Ulm, Ulm, Germany
| | - Penelope M. Webb
- Queensland Institute of Medical Research, Brisbane, Queensland, Australia
| | - Alice S. Whittemore
- Department of Health Research and Policy, Stanford University School of Medicine, Stanford, CA
| | - Anna H. Wu
- Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Argyrios Ziogas
- Department of Epidemiology, School of Medicine, University of California, Irvine, Irvine, CA
| | - Andrew Berchuck
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC
| | | |
Collapse
|
44
|
Edlund CK, Harms-Ringdahl K, Seiger A. Lift/transfer and technical aids for persons with severe acquired brain injury. An inventory of problems. Scand J Caring Sci 1998; 12:154-9. [PMID: 9801638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
A questionnaire about assistive devices for lift and transfer was distributed to all individuals evaluated at the Solberga Project outpatient service unit, a regional centre for long-term follow-up of severely brain injured persons in the Greater Stockholm area. The target group was 60 severely brain injured adults, of whom 57 (30 women and 27 men) answered a questionnaire created by one of the authors. The causes of injury in the study population were trauma (n = 27), cerebrovascular accident (n = 19), anoxia (n = 10) and other (n = 1). Thirty-two persons were quadriplegic after the injury and 21 were hemiplegic. More than half (33/57) reported problems with all five defined lift and transfer situations. Most (42/44) reported problems getting in and out of their wheelchairs. Technical aids were seldom used; 24 persons did not use any aids at all. The most commonly used aid was an adjustable bed. Most of the technical aids were used when the individual also had personal assistance. The persons who managed lift and transfer by themselves used few aids. It is reasonable to assume that severely brain injured individuals would be involved in more activities if they used technical aids more readily.
Collapse
Affiliation(s)
- C K Edlund
- Department of Surgical Sciences, Karolinska Institute, Stockholm, Sweden. @kirurgi.ki.se
| | | | | |
Collapse
|
45
|
Edlund CK, Harms-Ringdahl K, Ekholm J. Properties of person hoist spreader bars and their influence on sitting/lifting position. Scand J Rehabil Med 1998; 30:151-8. [PMID: 9782542 DOI: 10.1080/003655098444084] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
The purpose of this study is to analyse mechanical lifts with regard to how the spreader bar design, e.g. frontal length, height and sagittal depth, affects sitting positions and safety during lift and transfer. The seven spreader bars available on the Swedish market had two-point to four-point suspensions. Twelve subjects were photographed individually sitting in each of three types of sling: divided, one-piece with divided leg support, and one-piece. All the slings had significant effects on all specific sitting aspects. However, the spreader bar design only affected the sitting position in the hoist. A long (0.62 m) spreader bar gave a relatively upright sitting position. A deep (0.18 m) spreader bar gave a backward inclination. For all specific sitting aspects, there was a significant interaction between slings and spreader bars. This study demonstrates that the design of the spreader bar, as well as that of the sling, is of decisive importance for the sitting position during lifting.
Collapse
Affiliation(s)
- C K Edlund
- Department of Surgical Sciences, Karolinska Institute, Stockholm, Sweden
| | | | | |
Collapse
|
46
|
Djurfeldt J, Häger M, Edlund CK, Söderback I, Ekholm J. [Aids to the handicapped. Prescriptions, testing and use]. Lakartidningen 1994; 91:148-50, 153. [PMID: 8289568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
|
47
|
Edlund CK, Harms-Ringdahl K, Ekholm J. Hoists for locomotor disability--Properties of the person-carrying section and biomechanics of sitting positions. Scand J Caring Sci 1993; 7:221-7. [PMID: 8108626 DOI: 10.1111/j.1471-6712.1993.tb00207.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
The purpose of this study was to make an inventory of the slings available for person hoists, to describe them and to carry out biomechanical analyses of the sitting positions in different slings. On the Swedish market 18 different slings were available. Nine were photographed with a subject sitting in them. The sagittal lengths of the supporting parts of the slings varied between 0.10 m and 1.0 m. The risk of falling through was considered largest in divided slings, but even in one-piece slings with divided leg supports, the person lifted can most probably slip through inadvertently. Almost all the slings gave a backward-inclined sitting position. However, in one of the slings the trunk inclination was small and the seat was slightly forward-downward inclined, giving a risk of falling/sliding forwards. Some of the slings entailed a trunk thigh angle smaller than 90 degrees, perhaps a problem for patients with hip pain and reduced hip flexion. Given the great variety of slings available, it seems important to work for relevant instructions and information about their use.
Collapse
|