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Zhang Y, Win AK, Makalic E, Buchanan DD, Pai RK, Phipps AI, Rosty C, Boussioutas A, Karahalios A, Jenkins MA. Associations between pathological features and risk of metachronous colorectal cancer. Int J Cancer 2024. [PMID: 38676439 DOI: 10.1002/ijc.34979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 03/07/2024] [Accepted: 04/02/2024] [Indexed: 04/28/2024]
Abstract
Survivors of colorectal cancer (CRC) are at risk of developing another primary colorectal cancer - metachronous CRC. Understanding which pathological features of the first tumour are associated with risk of metachronous CRC might help tailor existing surveillance guidelines. Population-based CRC cases were recruited from the United States, Canada and Australia between 1997 and 2012 and followed prospectively until 2022 by the Colon Cancer Family Registry. Metachronous CRC was defined as a new primary CRC diagnosed at least 1 year after the initial CRC. Those with the genetic cancer predisposition Lynch syndrome or MUTYH mutation carriers were excluded. Cox regression models were fitted to estimate hazard ratios (HRs) and corresponding 95% confidence intervals (CIs) for the associations. Of 6085 CRC cases, 138 (2.3%) were diagnosed with a metachronous CRC over a median follow-up time of 12 years (incidence: 2.0 per 1000 person-years). CRC cases with a synchronous CRC were 3.4-fold more likely to develop a metachronous CRC (adjusted HR: 3.36, 95% CI: 1.89-5.98) than those without a synchronous tumour. CRC cases with MMR-deficient tumours had a 72% increased risk of metachronous CRC (adjusted HR: 1.72, 95% CI: 1.11-2.64) compared to those with MMR-proficient tumours. Compared to cases who had an adenocarcinoma histologic type, those with an undifferentiated histologic type were 77% less likely to develop a metachronous CRC (adjusted HR: 0.23, 95% CI: 0.06-0.94). Existing surveillance guidelines for CRC survivors could be updated to include increased surveillance for those whose first CRC was diagnosed with a synchronous CRC or was MMR-deficient.
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Affiliation(s)
- Ye Zhang
- Center for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, University of Melbourne, Melbourne, Victoria, Australia
| | - Aung Ko Win
- Center for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, University of Melbourne, Melbourne, Victoria, Australia
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Enes Makalic
- Center for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Daniel D Buchanan
- Center for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, University of Melbourne, Melbourne, Victoria, Australia
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Rish K Pai
- Department of Pathology and Laboratory Medicine, Mayo Clinic Arizona, Scottsdale, Arizona, USA
| | - Amanda I Phipps
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | | | - Alex Boussioutas
- Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia
- Department of Gastroenterology, The Alfred, Monash University, Melbourne, Victoria, Australia
| | - Amalia Karahalios
- Center for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Mark A Jenkins
- Center for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, University of Melbourne, Melbourne, Victoria, Australia
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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 PMCID: PMC11053150 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] [Key Words] [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.
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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.
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3
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Hopper JL, Li S, MacInnis RJ, Dowty JG, Nguyen TL, Bui M, Dite GS, Esser VFC, Ye Z, Makalic E, Schmidt DF, Goudey B, Alpen K, Kapuscinski M, Win AK, Dugué PA, Milne RL, Jayasekara H, Brooks JD, Malta S, Calais-Ferreira L, Campbell AC, Young JT, Nguyen-Dumont T, Sung J, Giles GG, Buchanan D, Winship I, Terry MB, Southey MC, Jenkins MA. Breast and bowel cancers diagnosed in people 'too young to have cancer': A blueprint for research using family and twin studies. Genet Epidemiol 2024. [PMID: 38504141 DOI: 10.1002/gepi.22555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 01/29/2024] [Accepted: 02/23/2024] [Indexed: 03/21/2024]
Abstract
Young breast and bowel cancers (e.g., those diagnosed before age 40 or 50 years) have far greater morbidity and mortality in terms of years of life lost, and are increasing in incidence, but have been less studied. For breast and bowel cancers, the familial relative risks, and therefore the familial variances in age-specific log(incidence), are much greater at younger ages, but little of these familial variances has been explained. Studies of families and twins can address questions not easily answered by studies of unrelated individuals alone. We describe existing and emerging family and twin data that can provide special opportunities for discovery. We present designs and statistical analyses, including novel ideas such as the VALID (Variance in Age-specific Log Incidence Decomposition) model for causes of variation in risk, the DEPTH (DEPendency of association on the number of Top Hits) and other approaches to analyse genome-wide association study data, and the within-pair, ICE FALCON (Inference about Causation from Examining FAmiliaL CONfounding) and ICE CRISTAL (Inference about Causation from Examining Changes in Regression coefficients and Innovative STatistical AnaLysis) approaches to causation and familial confounding. Example applications to breast and colorectal cancer are presented. Motivated by the availability of the resources of the Breast and Colon Cancer Family Registries, we also present some ideas for future studies that could be applied to, and compared with, cancers diagnosed at older ages and address the challenges posed by young breast and bowel cancers.
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Affiliation(s)
- John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Shuai Li
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Robert J MacInnis
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - James G Dowty
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Tuong L Nguyen
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Minh Bui
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Gillian S Dite
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Genetic Technologies Ltd., Fitzroy, Victoria, Australia
| | - Vivienne F C Esser
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Zhoufeng Ye
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Enes Makalic
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Daniel F Schmidt
- Department of Data Science and AI, Faculty of Information Technology, Monash University, Melbourne, Victoria, Australia
| | - Benjamin Goudey
- ARC Training Centre in Cognitive Computing for Medical Technologies, University of Melbourne, Carlton, Victoria, Australia
- The Florey Department of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Karen Alpen
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Miroslaw Kapuscinski
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, Victoria, Australia
- Genetic Medicine, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Pierre-Antoine Dugué
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Roger L Milne
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Harindra Jayasekara
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Jennifer D Brooks
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Sue Malta
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Lucas Calais-Ferreira
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Alexander C Campbell
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Jesse T Young
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Centre for Adolescent Health, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- School of Population and Global Health, The University of Western Australia, Perth, Western Australia, Australia
- Justice Health Group, Curtin School of Population Health, Curtin University, Perth, Western Australia, Australia
| | - Tu Nguyen-Dumont
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Joohon Sung
- Department of Public Health Sciences, Division of Genome and Health Big Data, Graduate School of Public Health, Seoul National University, Seoul, South Korea
- Genome Medicine Institute, Seoul National University, Seoul, South Korea
- Institute of Health and Environment, Seoul National University, Seoul, South Korea
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Daniel Buchanan
- Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria, Australia
| | - Ingrid Winship
- Department of Medicine, Royal Melbourne Hospital, The University of Melbourne, Parkville, Victoria, Australia
| | - Mary Beth Terry
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Melissa C Southey
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria, Australia
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, Victoria, Australia
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4
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Joo JE, Chu YL, Georgeson P, Walker R, Mahmood K, Clendenning M, Meyers AL, Como J, Joseland S, Preston SG, Diepenhorst N, Toner J, Ingle DJ, Sherry NL, Metz A, Lynch BM, Milne RL, Southey MC, Hopper JL, Win AK, Macrae FA, Winship IM, Rosty C, Jenkins MA, Buchanan DD. Intratumoral presence of the genotoxic gut bacteria pks + E. coli, Enterotoxigenic Bacteroides fragilis, and Fusobacterium nucleatum and their association with clinicopathological and molecular features of colorectal cancer. Br J Cancer 2024; 130:728-740. [PMID: 38200234 PMCID: PMC10912205 DOI: 10.1038/s41416-023-02554-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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 12/07/2023] [Accepted: 12/11/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND This study aimed to investigate clinicopathological and molecular tumour features associated with intratumoral pks+ Escherichia coli (pks+E.coli+), pks+E.coli- (non-E.coli bacteria harbouring the pks island), Enterotoxigenic Bacteroides fragilis (ETBF) and Fusobacterium nucleatum (F. nucleatum). METHODS We screened 1697 tumour-derived DNA samples from the Australasian Colorectal Cancer Family Registry, Melbourne Collaborative Cohort Study and the ANGELS study using targeted PCR. RESULTS Pks+E.coli+ was associated with male sex (P < 0.01) and APC:c.835-8 A > G somatic mutation (P = 0.03). The association between pks+E.coli+ and APC:c.835-8 A > G was specific to early-onset CRCs (diagnosed<45years, P = 0.02). The APC:c.835-A > G was not associated with pks+E.coli- (P = 0.36). F. nucleatum was associated with DNA mismatch repair deficiency (MMRd), BRAF:c.1799T>A p.V600E mutation, CpG island methylator phenotype, proximal tumour location, and high levels of tumour infiltrating lymphocytes (Ps < 0.01). In the stratified analysis by MMRd subgroups, F. nucleatum was associated with Lynch syndrome, MLH1 methylated and double MMR somatic mutated MMRd subgroups (Ps < 0.01). CONCLUSION Intratumoral pks+E.coli+ but not pks+E.coli- are associated with CRCs harbouring the APC:c.835-8 A > G somatic mutation, suggesting that this mutation is specifically related to DNA damage from colibactin-producing E.coli exposures. F. nucleatum was associated with both hereditary and sporadic MMRd subtypes, suggesting the MMRd tumour microenvironment is important for F. nucleatum colonisation irrespective of its cause.
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Affiliation(s)
- Jihoon E Joo
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Yen Lin Chu
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Peter Georgeson
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Romy Walker
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Khalid Mahmood
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
- Melbourne Bioinformatics, The University of Melbourne, Melbourne, VIC, Australia
| | - Mark Clendenning
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Aaron L Meyers
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Julia Como
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Sharelle Joseland
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Susan G Preston
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Natalie Diepenhorst
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Julie Toner
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Danielle J Ingle
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
| | - Norelle L Sherry
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
- Microbiological Diagnostic Unit Public Health Laboratory, Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC, Australia
- Department of Infectious Diseases, Austin Health, Heidelberg, VIC, Australia
| | - Andrew Metz
- Endoscopy Unit, Department of Gastroenterology and Hepatology, The Royal Melbourne Hospital, Parkville, VIC, Australia
- Melbourne Medical School, The University of Melbourne, Parkville, VIC, Australia
| | - Brigid M Lynch
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia
| | - Roger L Milne
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The 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, Melbourne, 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, Melbourne, VIC, Australia
- Department of Clinical Pathology, Melbourne Medical School, The University of Melbourne, Melbourne, VIC, Australia
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Finlay A Macrae
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Parkville, VIC, Australia
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Melbourne, VIC, Australia
- Department of Medicine, The University of Melbourne, Parkville, VIC, Australia
| | - Ingrid M Winship
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Melbourne, VIC, Australia
- Department of Medicine, The University of Melbourne, Parkville, VIC, Australia
| | - Christophe Rosty
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
- Envoi Specialist Pathologists, Brisbane, QLD, Australia
- University of Queensland, Brisbane, QLD, Australia
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Daniel D Buchanan
- Colorectal Oncogenomics Group, Department of Clinical Pathology, Victorian Comprehensive Cancer Centre, The University of Melbourne, Parkville, VIC, Australia.
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia.
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Melbourne, VIC, Australia.
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5
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Zhang Y, Karahalios A, Aung YK, Win AK, Boussioutas A, Jenkins MA. Risk factors for metachronous colorectal cancer and advanced neoplasia following primary colorectal cancer: a systematic review and meta-analysis. BMC Gastroenterol 2023; 23:421. [PMID: 38036994 PMCID: PMC10688466 DOI: 10.1186/s12876-023-03053-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 11/15/2023] [Indexed: 12/02/2023] Open
Abstract
BACKGROUND Identifying risk factors for metachronous colorectal cancer (CRC) and metachronous advanced neoplasia could be useful for guiding surveillance. We conducted a systematic review and meta-analysis to investigate risk factors for metachronous CRC and advanced neoplasia. METHODS Searches were conducted in MEDLINE, Embase, Web of Science and Cochrane Central Registry of Controlled Trials for articles (searching period: 1945 to Feburary, 2021) that reported the results of an association between any factor and metachronous advanced neoplasia or metachronous CRC. There were no restrictions on the publication date or language. Random effects models were fitted to estimate the combined association between the risk factors and metachronous CRC or advanced neoplasia. The Risk of Bias In Non-Randomised Studies of Interventions tool (ROBINS-I) was used to assess the risk of bias of included studies. RESULTS In total, 22 observational studies with 625,208 participants were included in the systematic review and meta-analysis. Of these, 13 studies investigated risk factors for metachronous CRC and 9 for advanced neoplasia. The risks of metachronous CRC or advanced neoplasia were higher if the first CRC was diagnosed in the presence of a synchronous advanced lesion (pooled risk ratio (RR) from 3 studies: 3.61, 95% confidence interval (CI): 1.44-9.05; and pooled RR from 8 studies: 2.77, 95% CI: 2.23-3.43, respectively). The risk of metachronous CRC was lower, but the risk of metachronous advanced neoplasia was higher if the first CRC was distal (compared with proximal) (pooled RR from 3 studies: 0.48, 95% CI: 0.23-0.98; and pooled RR from 2 studies: 2.99, 95% CI: 1.60-5.58 respectively). The risk of metachronous advanced neoplasia increased with age (pooled RR from 3 studies: 1.07 per year of age, 95% CI: 1.03-1.11). There was no evidence that any lifestyle risk factors studied were associated with the risk of metachronous CRC or advanced neoplasia. CONCLUSIONS The identified risk factors for metachronous CRC and advanced neoplasia might be useful to tailor the existing surveillance guidelines after the first CRC. There were potential limitations due to possible misclassification of the outcome, confounding and risk of bias, and the findings cannot be generalised to high-risk genetic syndrome cases.
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Affiliation(s)
- Ye Zhang
- Center for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, 3010, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, University of Melbourne, Parkville, Victoria, 3010, Australia
| | - Amalia Karahalios
- Center for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, 3010, Australia
| | - Ye Kyaw Aung
- Center for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, 3010, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, University of Melbourne, Parkville, Victoria, 3010, Australia
| | - Aung Ko Win
- Center for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, 3010, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, University of Melbourne, Parkville, Victoria, 3010, Australia
- Genetic Medicine, Royal Melbourne Hospital, Parkville, Victoria, 3050, Australia
| | - Alex Boussioutas
- Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, 3050, Australia
- Department of Gastroenterology, The Alfred, Monash University, Melbourne, Victoria, 3800, Australia
- Department of Medicine, Central Clinical School, Monash University, Clayton, Australia
| | - Mark A Jenkins
- Center for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, 3010, Australia.
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, University of Melbourne, Parkville, Victoria, 3010, Australia.
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6
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Bruinsma FJ, Dowty JG, Win AK, Goddard LC, Agrawal P, Attina' D, Bissada N, De Luise M, Eisen DB, Furuya M, Gasparre G, Genuardi M, Gerdes AM, Hansen TVO, Houweling AC, Johannesma PC, Lencastre A, Lim D, Lindor NM, Luzzi V, Lynch M, Maffé A, Menko FH, Michels G, Pulido JS, Ryu JH, Sattler EC, Steinlein OK, Tomassetti S, Tucker K, Turchetti D, van de Beek I, van Riel L, van Steensel M, Zenone T, Zompatori M, Walsh J, Bondavalli D, Maher ER, Winship IM. Update of penetrance estimates in Birt-Hogg-Dubé syndrome. J Med Genet 2023; 60:317-326. [PMID: 36849229 DOI: 10.1136/jmg-2022-109104] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [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: 12/09/2022] [Accepted: 02/01/2023] [Indexed: 02/28/2023]
Abstract
BACKGROUND Birt-Hogg-Dubé (BHD) syndrome is a rare genetic syndrome caused by pathogenic or likely pathogenic germline variants in the FLCN gene. Patients with BHD syndrome have an increased risk of fibrofolliculomas, pulmonary cysts, pneumothorax and renal cell carcinoma. There is debate regarding whether colonic polyps should be added to the criteria. Previous risk estimates have mostly been based on small clinical case series. METHODS A comprehensive review was conducted to identify studies that had recruited families carrying pathogenic or likely pathogenic variants in FLCN. Pedigree data were requested from these studies and pooled. Segregation analysis was used to estimate the cumulative risk of each manifestation for carriers of FLCN pathogenic variants. RESULTS Our final dataset contained 204 families that were informative for at least one manifestation of BHD (67 families informative for skin manifestations, 63 for lung, 88 for renal carcinoma and 29 for polyps). By age 70 years, male carriers of the FLCN variant have an estimated 19% (95% CI 12% to 31%) risk of renal tumours, 87% (95% CI 80% to 92%) of lung involvement and 87% (95% CI 78% to 93%) of skin lesions, while female carriers had an estimated 21% (95% CI 13% to 32%) risk of renal tumours, 82% (95% CI 73% to 88%) of lung involvement and 78% (95% CI 67% to 85%) of skin lesions. The cumulative risk of colonic polyps by age 70 years old was 21% (95% CI 8% to 45%) for male carriers and 32% (95% CI 16% to 53%) for female carriers. CONCLUSIONS These updated penetrance estimates, based on a large number of families, are important for the genetic counselling and clinical management of BHD syndrome.
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Affiliation(s)
- Fiona Jane Bruinsma
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Carlton, Victoria, Australia
| | - James G Dowty
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Victoria, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Carlton, Victoria, Australia
| | - Laura C Goddard
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Prachi Agrawal
- Department of Radiology, University of Michigan Michigan Medicine, Ann Arbor, Michigan, USA
| | - Domenico Attina'
- Department of Radiology, Azienda Ospedaliero-Universitaria di Bologna IRCCS, Bologna, Italy
| | - Nabil Bissada
- Department of Urology, Baylor College of Medicine, Houston, Texas, USA
| | - Monica De Luise
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Daniel B Eisen
- Department of Dermatology, University of California Davis, Davis, California, USA
| | - Mitsuko Furuya
- Pathology Centre, Genetic Lab Co., Ltd, Sapporo, Japan
- BHD-Net Japan, Hokkaido, Japan
| | - Giuseppe Gasparre
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Maurizio Genuardi
- Department of Life Sciences and Public Health, Universita' Cattolica di Sacro Cuore, Roma, Italy
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
| | - Anne-Marie Gerdes
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Thomas Van Overeem Hansen
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Kobenhavn, Denmark
| | - Arjan C Houweling
- Department of Human Genetics, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | | | - André Lencastre
- Servico de Dermatologia, Hospital de Santo Antonio dos Capuchos, Lisboa, Portugal
| | - Derek Lim
- Clinical Genetic Unit, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
| | | | - Valentina Luzzi
- Department of Experimental and Clinical Medicine, Interventional Pulmonology Unit, Careggi University Hospital, Florence, Italy
| | - Maeve Lynch
- St Vincent's University Hospital, Dublin, Ireland
| | | | - Fred H Menko
- Family Cancer Clinic, Antoni van Leeuwenhoek Hospital, the Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Guido Michels
- Department of Acute and Emergency Care, St Antonius Hospital Eschweiler, Eschweiler, Germany
| | - Jose S Pulido
- Mayo Clinic, Rochester, Minnesota, USA
- Department of Translational Ophthalmology, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
| | - Jay H Ryu
- Mayo Clinic, Rochester, Minnesota, USA
| | - Elke C Sattler
- Department of Dermatology and Alleregy, LMU Munich, Munich, Germany
| | - Ortrud K Steinlein
- Department of Genetics, University Hospital, LMU Munich, Munich, Germany
| | - Sara Tomassetti
- Department of Experimental and Clinical Medicine, Careggi University Hospital, Florence, Italy
| | - Kathy Tucker
- Hereditary Cancer Centre, Prince of Wales Hospital, Sydney, New South Wales, Australia
- Division of Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Daniela Turchetti
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Irma van de Beek
- Department of Human Genetics, Amsterdam UCM, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Lore van Riel
- Department of Human Genetics, Amsterdam UCM, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | | | - Thierry Zenone
- Department of Internal Medicine, Centre Hospitalier de Valence, Valence, France
| | | | - Jennifer Walsh
- Centre of Research Excellence in Pulmonary Fibrosis, The University of Sydney, Sydney, New South Wales, Australia
| | - Davide Bondavalli
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Eamonn R Maher
- Birmingham Women's and Children's NHS Foundation Trust, Clinical Genetics Unit, West Midlands Regional Genetics Services, Birmingham, UK
- Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Ingrid M Winship
- Genetic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia
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7
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Dominguez-Valentin M, Haupt S, Seppälä TT, Sampson JR, Sunde L, Bernstein I, Jenkins MA, Engel C, Aretz S, Nielsen M, Capella G, Balaguer F, Evans DG, Burn J, Holinski-Feder E, Bertario L, Bonanni B, Lindblom A, Levi Z, Macrae F, Winship I, Plazzer JP, Sijmons R, Laghi L, Della Valle A, Heinimann K, Dębniak T, Fruscio R, Lopez-Koestner F, Alvarez-Valenzuela K, Katz LH, Laish I, Vainer E, Vaccaro C, Carraro DM, Monahan K, Half E, Stakelum A, Winter D, Kennelly R, Gluck N, Sheth H, Abu-Freha N, Greenblatt M, Rossi BM, Bohorquez M, Cavestro GM, Lino-Silva LS, Horisberger K, Tibiletti MG, Nascimento ID, Thomas H, Rossi NT, Apolinário da Silva L, Zaránd A, Ruiz-Bañobre J, Heuveline V, Mecklin JP, Pylvänäinen K, Renkonen-Sinisalo L, Lepistö A, Peltomäki P, Therkildsen C, Madsen MG, Burgdorf SK, Hopper JL, Win AK, Haile RW, Lindor N, Gallinger S, Le Marchand L, Newcomb PA, Figueiredo J, Buchanan DD, Thibodeau SN, von Knebel Doeberitz M, Loeffler M, Rahner N, Schröck E, Steinke-Lange V, Schmiegel W, Vangala D, Perne C, Hüneburg R, Redler S, Büttner R, Weitz J, Pineda M, Duenas N, Vidal JB, Moreira L, Sánchez A, Hovig E, Nakken S, Green K, Lalloo F, Hill J, Crosbie E, Mints M, Goldberg Y, Tjandra D, ten Broeke SW, Kariv R, Rosner G, Advani SH, Thomas L, Shah P, Shah M, Neffa F, Esperon P, Pavicic W, Torrezan GT, Bassaneze T, Martin CA, Moslein G, Moller P. Mortality by age, gene and gender in carriers of pathogenic mismatch repair gene variants receiving surveillance for early cancer diagnosis and treatment: a report from the prospective Lynch syndrome database. EClinicalMedicine 2023; 58:101909. [PMID: 37181409 PMCID: PMC10166779 DOI: 10.1016/j.eclinm.2023.101909] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 01/19/2023] [Accepted: 02/27/2023] [Indexed: 05/16/2023] Open
Abstract
Background The Prospective Lynch Syndrome Database (PLSD) collates information on carriers of pathogenic or likely pathogenic MMR variants (path_MMR) who are receiving medical follow-up, including colonoscopy surveillance, which aims to the achieve early diagnosis and treatment of cancers. Here we use the most recent PLSD cohort that is larger and has wider geographical representation than previous versions, allowing us to present mortality as an outcome, and median ages at cancer diagnoses for the first time. Methods The PLSD is a prospective observational study without a control group that was designed in 2012 and updated up to October 2022. Data for 8500 carriers of path_MMR variants from 25 countries were included, providing 71,713 years of follow up. Cumulative cancer incidences at 65 years of age were combined with 10-year crude survival following cancer, to derive estimates of mortality up to 75 years of age by organ, gene, and gender. Findings Gynaecological cancers were more frequent than colorectal cancers in path_MSH2, path_MSH6 and path_PMS2 carriers [cumulative incidence: 53.3%, 49.6% and 23.3% at 75 years, respectively]. Endometrial, colon and ovarian cancer had low mortality [8%, 13% and 15%, respectively] and prostate cancers were frequent in male path_MSH2 carriers [cumulative incidence: 39.7% at 75 years]. Pancreatic, brain, biliary tract and ureter and kidney and urinary bladder cancers were associated with high mortality [83%, 66%, 58%, 27%, and 29%, respectively]. Among path_MMR carriers undergoing colonoscopy surveillance, particularly path_MSH2 carriers, more deaths followed non-colorectal Lynch syndrome cancers than colorectal cancers. Interpretation In path_MMR carriers undergoing colonoscopy surveillance, non-colorectal Lynch syndrome cancers were associated with more deaths than were colorectal cancers. Reducing deaths from non-colorectal cancers presents a key challenge in contemporary medical care in Lynch syndrome. Funding We acknowledge funding from the Norwegian Cancer Society, contract 194751-2017.
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Affiliation(s)
- Mev Dominguez-Valentin
- Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379, Oslo, Norway
| | - Saskia Haupt
- Engineering Mathematics and Computing Lab (EMCL), Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany
- Data Mining and Uncertainty Quantification (DMQ), Heidelberg Institute for Theoretical Studies (HITS), Heidelberg, Germany
| | - Toni T. Seppälä
- Faculty of Medicine and Health Technology, Tampere University and Tays Cancer Center, Tampere University Hospital, Finland
- Department of Gastrointestinal Surgery, Helsinki University Central Hospital, University of Helsinki, Helsinki, Finland
- Applied Tumor Genomics, Research Program Unit, University of Helsinki, Helsinki, Finland
| | - Julian R. Sampson
- Division of Cancer and Genetics, Institute of Medical Genetics, Cardiff University School of Medicine, Heath Park, Cardiff, CF14 4XN, UK
| | - Lone Sunde
- Department of Clinical Genetics, Aalborg University Hospital, 9000, Aalborg, Denmark
- Department of Biomedicine, Aarhus University, DK-8000, Aarhus, Denmark
| | - Inge Bernstein
- Department of Surgical Gastroenterology, Aalborg University Hospital, Aalborg University, 9100, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University Hospital, Aalborg University, 9100, Aalborg, Denmark
| | - Mark A. Jenkins
- Melbourne School of Population and Global Health, Centre for Epidemiology and Biostatistics, The University of Melbourne, Parkville, 3010, Victoria, Australia
| | - Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, 04107, Leipzig, Germany
| | - Stefan Aretz
- Institute of Human Genetics, National Center for Hereditary Tumor Syndromes, Medical Faculty, University Hospital Bonn, University of Bonn, 53127, Bonn, Germany
| | - Maartje Nielsen
- Department of Clinical Genetics, Leids Universitair Medisch Centrum, 2300RC, Leiden, the Netherlands
| | - Gabriel Capella
- Hereditary Cancer Program, Institut Català d’Oncologia-IDIBELL, L; Hospitalet de Llobregat, 08908, Barcelona, Spain
| | - Francesc Balaguer
- Gastroenterology Department, Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Institut d’Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Dafydd Gareth Evans
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester, M13 9WL, UK
| | - John Burn
- Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, NE1 7RU, UK
| | - Elke Holinski-Feder
- Campus Innenstadt, Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, 80336, Munich, Germany
- Center of Medical Genetics, 80335, Munich, Germany
| | - Lucio Bertario
- Division of Cancer Prevention and Genetics, IEO, European Institute of Oncology, Fondazione IRCCS Instituto Nazionale dei Tumori, IRCCS, 20141, Milan, Italy
| | - Bernardo Bonanni
- Division of Cancer Prevention and Genetics, IEO, European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Annika Lindblom
- Department of Molecular Medicine and Surgery, Karolinska Institutet, 171 76, Stockholm, Sweden
| | - Zohar Levi
- Service High Risk GI Cancer Gastroenterology, Department Rabin Medical Center, Israel
| | - Finlay Macrae
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, Australia
- Department of Medicine, Melbourne University, Melbourne, Australia
| | - Ingrid Winship
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, Australia
- Department of Medicine, University of Melbourne, Melbourne, Australia
- Department of Medicine, Melbourne University, Melbourne, Australia
| | - John-Paul Plazzer
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, Australia
- Department of Medicine, Melbourne University, Melbourne, Australia
| | - Rolf Sijmons
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Luigi Laghi
- Department of Medicine and Surgery, Laboratory of Molecular Gastroenterology, IRCCS Humanitas Research Hospital, University of Parma, Parma, Italy
| | - Adriana Della Valle
- Hospital Fuerzas Armadas, Grupo Colaborativo Uruguayo, Investigación de Afecciones Oncológicas Hereditarias (GCU), Montevideo, Uruguay
| | - Karl Heinimann
- Medical Genetics, Institute for Medical Genetics and Pathology, University Hospital Basel, Switzerland
| | - Tadeusz Dębniak
- Department of Genetics and Pathology, International Hereditary Cancer Center, ul. Unii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Robert Fruscio
- Department of Medicine and Surgery, University of Milan Bicocca, A.O. San Gerardo, Clinic of Obstetrics and Gynecology, Via Pergolesi 33, Monza (MB), Italy
| | | | | | - Lior H. Katz
- Department of Gastroenterology, Hadassah, Medical Center, Faculty of Medicine, Hebrew University of Jerusalem, Israel
| | - Ido Laish
- Department of Gastroenterology, Hadassah, Medical Center, Faculty of Medicine, Hebrew University of Jerusalem, Israel
| | | | - Carlos Vaccaro
- Hereditary Cancer Program (PROCANHE) Hospital Italiano de Buenos Aires, Argentina
| | - Dirce Maria Carraro
- Clinical and Functional Genomics Group, A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Kevin Monahan
- Lynch Syndrome & Family Cancer Clinic, St Mark's Hospital, Harrow, HA1 3UJ, London, UK
| | - Elizabeth Half
- Gastrointestinal Cancer Prevention Unit, Gastroenterology Department, Rambam Health Care Campus, Haifa, Israel
| | | | - Des Winter
- St Vincent's University Hospital, Ireland
| | | | - Nathan Gluck
- Department of Gastroenterology, Tel-Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel-Aviv University, Israel
| | - Harsh Sheth
- Foundation for Research in Genetics and Endocrinology, Institute of Human Genetics, FRIGE House, Ahmedabad, 380015, India
| | - Naim Abu-Freha
- Soroka University Medical Center, Ben-Gurion University of the Negev, Beer Sheva, Southern Israel, Israel
| | - Marc Greenblatt
- University of Vermont, Larner College of Medicine, Burlington, VT, 05405, USA
| | | | | | - Giulia Martina Cavestro
- Gastroenterology and Gastrointestinal Endoscopy Unit, Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Vita-Salute San Raffaele University, 20132, Milan, Italy
| | | | - Karoline Horisberger
- Department of Visceral and Transplantation Surgery, University Hospital of Zurich, Switzerland
- Depart-ment of Surgery, Universitätsmedizin Mainz, Germany
| | - Maria Grazia Tibiletti
- Ospedale di Circolo ASST Settelaghi, Centro di Ricerca tumori eredo-familiari, Università dell’Insubria, Varese, Italy
| | | | - Huw Thomas
- St Mark's Hospital, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Norma Teresa Rossi
- Fundación para el Progreso de la Medicina” y “Sanatorio Allende”, Córdoba, Argentina
| | | | - Attila Zaránd
- 1st Department of Surgery, Semmelweis University, Hungary
| | - Juan Ruiz-Bañobre
- Department of Medical Oncology, University Clinical Hospital of Santiago de Compostela (SERGAS); Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela (IDIS); Genomes and Disease, Centre for Research in Molecular Medicine and Chronic Diseases (CiMUS), University of Santiago de Compostela (USC), 15706, Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029, Madrid, Spain
| | - Vincent Heuveline
- Engineering Mathematics and Computing Lab (EMCL), Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany
- Data Mining and Uncertainty Quantification (DMQ), Heidelberg Institute for Theoretical Studies (HITS), Heidelberg, Germany
| | - Jukka-Pekka Mecklin
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
- Department of Surgery, Central Finland Health Care District, Jyväskylä, Finland
| | - Kirsi Pylvänäinen
- Department of Education and Science, Central Finland Health Care District, Jyväskylä, Finland
| | - Laura Renkonen-Sinisalo
- Department of Gastrointestinal Surgery, Helsinki University Central Hospital, University of Helsinki, Helsinki, Finland
- Applied Tumor Genomics, Research Program Unit, University of Helsinki, Helsinki, Finland
| | - Anna Lepistö
- Department of Gastrointestinal Surgery, Helsinki University Central Hospital, University of Helsinki, Helsinki, Finland
- Applied Tumor Genomics, Research Program Unit, University of Helsinki, Helsinki, Finland
| | - Päivi Peltomäki
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland
| | - Christina Therkildsen
- The Danish HNPCC Register, Clinical Research Centre, Copenhagen University Hospital, Hvidovre, Denmark
| | | | | | - John L. Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Robert W. Haile
- Department of Medicine, Division of Oncology, Stanford Cancer Institute, Stanford University, USA
| | - Noralane Lindor
- Department of Health Science Research, Mayo Clinic Arizona, USA
| | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Canada
| | | | - Polly A. Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109-1024, USA
| | - Jane Figueiredo
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109-1024, USA
| | - 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
| | - Stephen N. Thibodeau
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Magnus von Knebel Doeberitz
- Department of Applied Tumour Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
- Cooperation Unit Applied Tumour Biology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Markus Loeffler
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, 04107, Leipzig, Germany
| | - Nils Rahner
- Institute of Human Genetics, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Germany
| | - Evelin Schröck
- National Center for Tumor Diseases (NCT), Partner Site Dresden, Dresden, Germany
- German Cancer Consortium (DKTK) Dresden and German Cancer Research Center (DKFZ) Heidelberg, Heidelberg, Germany
- Institute for Clinical Genetics, Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
- Hereditary Cancer Syndrome Center Dresden, Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Verena Steinke-Lange
- Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Munich, Germany
- MGZ - Medical Genetics Center, Munich, Germany
| | - Wolff Schmiegel
- Department of Medicine, Knappschaftskrankenhaus, Ruhr-University Bochum, Bochum, Germany
| | - Deepak Vangala
- Department of Medicine, Knappschaftskrankenhaus, Ruhr-University Bochum, Bochum, Germany
| | - Claudia Perne
- Institute of Human Genetics, National Center for Hereditary Tumor Syndromes, Medical Faculty, University Hospital Bonn, University of Bonn, 53127, Bonn, Germany
| | - Robert Hüneburg
- Department of Internal Medicine, University Hospital Bonn, Bonn, Germany
| | - Silke Redler
- Institute of Human Genetics, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Germany
| | - Reinhard Büttner
- Institute of Pathology, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Jürgen Weitz
- Technische Universität Dresden, Dresden, Germany
| | - Marta Pineda
- Hereditary Cancer Program, Institut Català d’Oncologia-IDIBELL, L; Hospitalet de Llobregat, 08908, Barcelona, Spain
| | - Nuria Duenas
- Hereditary Cancer Program, Institut Català d’Oncologia-IDIBELL, L; Hospitalet de Llobregat, 08908, Barcelona, Spain
| | - Joan Brunet Vidal
- Hereditary Cancer Program, Institut Català d’Oncologia-IDIBELL, L; Hospitalet de Llobregat, 08908, Barcelona, Spain
| | - Leticia Moreira
- Gastroenterology Department, Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Institut d’Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Ariadna Sánchez
- Gastroenterology Department, Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Institut d’Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Eivind Hovig
- Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379, Oslo, Norway
- Centre for Bioinformatics, Department of Informatics, University of Oslo, Oslo, Norway
| | - Sigve Nakken
- Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379, Oslo, Norway
- Centre for Bioinformatics, Department of Informatics, University of Oslo, Oslo, Norway
- Centre for Cancer Cell Reprogramming (CanCell), Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Kate Green
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester, M13 9WL, UK
| | - Fiona Lalloo
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester, M13 9WL, UK
| | - James Hill
- Department of Surgery, Central Manchester University Hospitals NHS Foundation Trust and University of Manchester, London, UK
| | - Emma Crosbie
- Gynaecological Oncology Research Group, Manchester University NHS Foundation Trust, Manchester, UK
- Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Miriam Mints
- Division of Obstetrics and Gyneacology, Department of Women's and Children's Health, Karolinska Institutet, Karolinska University Hospital, Solna, Stockholm, Sweden
| | - Yael Goldberg
- Head Adult Genetic Service, Raphael Recanati Genetic Institute, Rabin Medical Center–Beilinson Hospital, Petach Tikva, Israel
| | - Douglas Tjandra
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, Australia
- Department of Medicine, Melbourne University, Melbourne, Australia
| | - Sanne W. ten Broeke
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | | | - Guy Rosner
- St Vincent's University Hospital, Ireland
| | | | | | | | | | - Florencia Neffa
- Department of Medicine and Surgery, Laboratory of Molecular Gastroenterology, IRCCS Humanitas Research Hospital, University of Parma, Parma, Italy
| | - Patricia Esperon
- Department of Medicine and Surgery, Laboratory of Molecular Gastroenterology, IRCCS Humanitas Research Hospital, University of Parma, Parma, Italy
| | - Walter Pavicic
- Instituto de Medicina Traslacional e Ingenieria Biomedica (IMTIB), CONICET IU, Hospital Italiano de Buenos Aires, Buenos Aires, 94, Argentina
| | | | - Thiago Bassaneze
- University of Vermont, Larner College of Medicine, Burlington, VT, 05405, USA
| | | | - Gabriela Moslein
- Surgical Center for Hereditary Tumors, Ev. Bethesda Khs Duisburg, University Witten-Herdecke, Herdecke, Germany
| | - Pål Moller
- Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379, Oslo, Norway
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Fernandez-Rozadilla C, Timofeeva M, Chen Z, Law P, Thomas M, Schmit S, Díez-Obrero V, Hsu L, Fernandez-Tajes J, Palles C, Sherwood K, Briggs S, Svinti V, Donnelly K, Farrington S, Blackmur J, Vaughan-Shaw P, Shu XO, Long J, Cai Q, Guo X, Lu Y, Broderick P, Studd J, Huyghe J, Harrison T, Conti D, Dampier C, Devall M, Schumacher F, Melas M, Rennert G, Obón-Santacana M, Martín-Sánchez V, Moratalla-Navarro F, 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 J, Jenkins M, Win AK, Pai R, Figueiredo J, Haile R, Gallinger S, Woods M, Newcomb P, Duggan D, Cheadle J, Kaplan R, Maughan T, Kerr R, Kerr D, Kirac I, Böhm J, Mecklin LP, Jousilahti P, Knekt P, Aaltonen L, Rissanen H, Pukkala E, Eriksson J, Cajuso T, Hänninen U, Kondelin J, Palin K, Tanskanen T, Renkonen-Sinisalo L, Zanke B, Männistö S, Albanes D, Weinstein S, Ruiz-Narvaez E, Palmer J, Buchanan D, Platz E, Visvanathan K, Ulrich C, Siegel E, Brezina S, Gsur A, Campbell P, Chang-Claude J, Hoffmeister M, Brenner H, Slattery M, Potter J, Tsilidis K, Schulze M, Gunter M, Murphy N, Castells A, Castellví-Bel S, Moreira L, Arndt V, Shcherbina A, Stern M, Pardamean B, Bishop T, Giles G, Southey M, Idos G, McDonnell K, Abu-Ful Z, Greenson J, Shulman K, Lejbkowicz F, Offit K, Su YR, Steinfelder R, Keku T, van Guelpen B, Hudson T, Hampel H, Pearlman R, Berndt S, Hayes R, Martinez ME, Thomas S, Corley D, Pharoah P, Larsson S, Yen Y, Lenz HJ, White E, Li L, Doheny K, Pugh E, Shelford T, Chan A, Cruz-Correa M, Lindblom A, Hunter D, Joshi A, Schafmayer C, Scacheri P, Kundaje A, Nickerson D, Schoen R, Hampe J, Stadler Z, Vodicka P, Vodickova L, Vymetalkova V, Papadopoulos N, Edlund C, Gauderman W, Thomas D, Shibata D, Toland A, Markowitz S, Kim A, Chanock S, van Duijnhoven F, Feskens E, Sakoda L, Gago-Dominguez M, Wolk A, Naccarati A, Pardini B, FitzGerald L, Lee SC, Ogino S, Bien S, Kooperberg C, Li C, Lin Y, Prentice R, Qu C, Bézieau S, Tangen C, Mardis E, Yamaji T, Sawada N, Iwasaki M, Haiman C, Le Marchand L, Wu A, Qu C, McNeil C, Coetzee G, Hayward C, Deary I, Harris S, Theodoratou E, Reid S, Walker M, Ooi LY, Moreno V, Casey G, Gruber S, Tomlinson I, Zheng W, Dunlop M, Houlston R, Peters U. Author Correction: Deciphering colorectal cancer genetics through multi-omic analysis of 100,204 cases and 154,587 controls of European and east Asian ancestries. Nat Genet 2023; 55:519-520. [PMID: 36782065 DOI: 10.1038/s41588-023-01334-w] [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: 02/15/2023]
Affiliation(s)
- 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
| | - Maria 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
| | - Zhishan Chen
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Philip Law
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, UK
| | - Minta Thomas
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Stephanie 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
- Oncology Data Analytics Program, Catalan Institute of Oncology, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, WA, USA
| | - 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 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 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 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
| | - Jirong Long
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Qiuyin Cai
- 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
| | - 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
| | - Jeroen Huyghe
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Tabitha Harrison
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - David Conti
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Christopher Dampier
- Center for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Mathew Devall
- Center for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Fredrick Schumacher
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
- Case Comprehensive Cancer Center, 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
- 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
| | - Mireia Obón-Santacana
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute, Barcelona, Spain
- Oncology Data Analytics Program, Catalan Institute of Oncology, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Spain
| | - Vicente Martín-Sánchez
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Madrid, Spain
- Biomedicine Institute, University of León, León, Spain
| | - Ferran Moratalla-Navarro
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute, Barcelona, Spain
- Oncology Data Analytics Program, Catalan Institute of Oncology, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, 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
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, South Korea
- Cancer Research Institute, Seoul National University, 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
- Division of Molecular and Clinical Epidemiology, Aichi Cancer Center Research Institute, Nagoya, Japan
- Department of Epidemiology, Nagoya University Graduate School of Medicine, 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 Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, 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
| | - Mark Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Rish Pai
- Department of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Jane 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 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, Ontario, Canada
| | - Michael Woods
- Division of Biomedical Sciences, Memorial University of Newfoundland, St. John, Ontario, Canada
| | - Polly Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research 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
| | - Jeremy Cheadle
- Institute of Medical Genetics, Cardiff University, Cardiff, UK
| | - Richard Kaplan
- MRC Clinical Trials Unit, Medical Research Council, Cardiff, UK
| | - Timothy Maughan
- MRC Institute for Radiation Oncology, University of Oxford, Oxford, 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 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
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research, Helsinki, Finland
- Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Johan 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
| | | | - Brent Zanke
- Department of Oncology, University of Toronto, Toronto, Ontario, Canada
| | - 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 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 Palmer
- Slone Epidemiology Center at Boston University, Boston, MA, USA
- Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Daniel Buchanan
- Colorectal Oncogenomics Group, Department of Clinical Pathology, 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
| | - Elizabeth 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 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 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 Slattery
- Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - John Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Research Centre for Hauora and Health, Massey University, Wellington, New Zealand
| | - Konstantinos Tsilidis
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Matthias Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Potsdam, Germany
| | - Marc 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
| | - Mariana Stern
- Department of Population and Public Health Sciences, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Jeonnam Regional Cancer Center, Chonnam National University Hwasun Hospital, Hwasun, South Korea
| | - Bens Pardamean
- Bioinformatics and Data Science Research Center, Bina Nusantara University, Jakarta, Indonesia
| | - Timothy Bishop
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Graham Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Melissa Southey
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
- Department of Clinical Pathology, University of Melbourne, Melbourne, Victoria, Australia
| | - Gregory Idos
- Department of Medical Oncology and Center For Precision Medicine, City of Hope National Medical Center, Duarte, CA, USA
| | - Kevin McDonnell
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Clalit National Cancer Control Center, 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 Greenson
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Clalit National Cancer Control Center, 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
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel
- Clalit National Cancer Control 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 Research Center, Seattle, WA, USA
| | - Temitope 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
| | - Thomas Hudson
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - 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 Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Richard Hayes
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY, USA
| | - Marie Elena Martinez
- Population Sciences, Disparities and Community Engagement, University of California San Diego Moores Cancer Center, La Jolla, CA, USA
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA
| | - Sushma Thomas
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Douglas Corley
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Department of Gastroenterology, Kaiser Permanente Medical Center, San Francisco, CA, USA
| | - Paul Pharoah
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Susanna 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 Research 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 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 Chan
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- 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
- 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
| | - 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 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 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 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
| | - Deborah Nickerson
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Robert 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 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
- 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
| | - Nickolas Papadopoulos
- Department of Oncology Ludwig Center at the Sidney Kimmel Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Chistopher Edlund
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - William Gauderman
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Duncan Thomas
- 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 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 Feskens
- Division of Human Nutrition, Wageningen University and Research, Wageningen, The Netherlands
| | - Lori Sakoda
- Public Health Sciences Division, Fred Hutchinson Cancer Research 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
| | - Alessio Naccarati
- Italian Institute for Genomic Medicine, Candiolo Cancer Institute FPO-IRCCS, Candiolo (TO), Italy
- Candiolo Cancer Institute FPO-IRCCS, Candiolo (TO), Italy
| | - Barbara Pardini
- Italian Institute for Genomic Medicine, Candiolo Cancer Institute FPO-IRCCS, Candiolo (TO), Italy
- Candiolo Cancer Institute FPO-IRCCS, Candiolo (TO), Italy
| | - Liesel FitzGerald
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, 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
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Cancer Immunology Program, Dana-Farber Harvard Cancer Center, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Stephanie Bien
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Charles Kooperberg
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Christopher Li
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Yi Lin
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Ross Prentice
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Conghui Qu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Stéphane Bézieau
- Service de Génétique Médicale, Centre Hospitalier Universitaire Nantes, Nantes, France
| | - Catherine Tangen
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Elaine Mardis
- Department of Pediatrics, Nationwide Children's Hospital, The Steve and Cindy Rasmussen Institute for Genomic Medicine, Columbus, OH, USA
| | - 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
| | - Christopher Haiman
- Department of Preventive Medicine, Center for Genetic Epidemiology, University of Southern California, Los Angeles, CA, USA
| | | | - Anna 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 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 Deary
- Lothian Birth Cohorts group, Department of Psychology, University of Edinburgh, Edinburgh, UK
| | - Sarah 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
| | - Victor Moreno
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute, Barcelona, Spain
- Oncology Data Analytics Program, Catalan Institute of Oncology, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Graham Casey
- Center for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Stephen Gruber
- Department of Medical Oncology and Center For Precision Medicine, City of Hope National Medical Center, Duarte, CA, 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.
| | - Malcolm Dunlop
- Colon Cancer Genetics Group, Medical Research Council Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK.
| | - Richard Houlston
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, UK.
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
- Department of Epidemiology, University of Washington, Seattle, WA, USA.
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9
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Yu H, Wang X, Bai L, Tang G, Carter KT, Cui J, Huang P, Liang L, Ding Y, Cai M, Huang M, Liu H, Cao G, Gallinger S, Pai RK, Buchanan DD, Win AK, Newcomb PA, Wang J, Grady WM, Luo Y. DNA methylation profile in CpG-depleted regions uncovers a high-risk subtype of early-stage colorectal cancer. J Natl Cancer Inst 2023; 115:52-61. [PMID: 36171645 PMCID: PMC10089593 DOI: 10.1093/jnci/djac183] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 07/27/2022] [Accepted: 08/23/2022] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND The current risk stratification system defined by clinicopathological features does not identify the risk of recurrence in early-stage (stage I-II) colorectal cancer (CRC) with sufficient accuracy. We aimed to investigate whether DNA methylation could serve as a novel biomarker for predicting prognosis in early-stage CRC patients. METHODS We analyzed the genome-wide methylation status of CpG loci using Infinium MethylationEPIC array run on primary tumor tissues and normal mucosa of early-stage CRC patients to identify potential methylation markers for prognosis. The machine-learning approach was applied to construct a DNA methylation-based prognostic classifier for early-stage CRC (MePEC) using the 4 gene methylation markers FAT3, KAZN, TLE4, and DUSP3. The prognostic value of the classifier was evaluated in 2 independent cohorts (n = 438 and 359, respectively). RESULTS The comprehensive analysis identified an epigenetic subtype with high risk of recurrence based on a group of CpG loci in the CpG-depleted region. In multivariable analysis, the MePEC classifier was independently and statistically significantly associated with time to recurrence in validation cohort 1 (hazard ratio = 2.35, 95% confidence interval = 1.47 to 3.76, P < .001) and cohort 2 (hazard ratio = 3.20, 95% confidence interval = 1.92 to 5.33, P < .001). All results were further confirmed after each cohort was stratified by clinicopathological variables and molecular subtypes. CONCLUSIONS We demonstrated the prognostic statistical significance of a DNA methylation profile in the CpG-depleted region, which may serve as a valuable source for tumor biomarkers. MePEC could identify an epigenetic subtype with high risk of recurrence and improve the prognostic accuracy of current clinical variables in early-stage CRC.
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Affiliation(s)
- Huichuan Yu
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China
| | - Xiaolin Wang
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China
| | - Liangliang Bai
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China
| | - Guannan Tang
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China
| | - Kelly T Carter
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Ji Cui
- Departments of Gastrointestinal Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Pinzhu Huang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Li Liang
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China.,Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Molecular Tumor Pathology, Guangzhou, Guangdong, China
| | - Yanqing Ding
- Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China.,Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Molecular Tumor Pathology, Guangzhou, Guangdong, China
| | - Muyan Cai
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.,Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Meijin Huang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China
| | - Huanliang Liu
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China
| | - Guangwen Cao
- Department of Epidemiology, Second Military Medical University, Shanghai, China
| | - Steven Gallinger
- Wallace McCain Centre for Pancreatic Cancer, Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada.,PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON, Canada.,Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada.,Hepatobiliary/Pancreatic Surgical Oncology Program, University Health Network, Toronto, ON, Canada
| | - Rish K Pai
- Department of laboratory Medicine and Pathology, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - 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 Familial Cancer Centre, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Polly A Newcomb
- Department of Epidemiology, University of Washington School of Public Health, Seattle, WA, USA.,Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Jianping Wang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China
| | - William M Grady
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.,Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Yanxin Luo
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
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10
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Fernandez-Rozadilla C, Timofeeva M, Chen Z, Law P, Thomas M, Schmit S, Díez-Obrero V, Hsu L, Fernandez-Tajes J, Palles C, Sherwood K, Briggs S, Svinti V, Donnelly K, Farrington S, Blackmur J, Vaughan-Shaw P, Shu XO, Long J, Cai Q, Guo X, Lu Y, Broderick P, Studd J, Huyghe J, Harrison T, Conti D, Dampier C, Devall M, Schumacher F, Melas M, Rennert G, Obón-Santacana M, Martín-Sánchez V, Moratalla-Navarro F, 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 J, Jenkins M, Win AK, Pai R, Figueiredo J, Haile R, Gallinger S, Woods M, Newcomb P, Duggan D, Cheadle J, Kaplan R, Maughan T, Kerr R, Kerr D, Kirac I, Böhm J, Mecklin LP, Jousilahti P, Knekt P, Aaltonen L, Rissanen H, Pukkala E, Eriksson J, Cajuso T, Hänninen U, Kondelin J, Palin K, Tanskanen T, Renkonen-Sinisalo L, Zanke B, Männistö S, Albanes D, Weinstein S, Ruiz-Narvaez E, Palmer J, Buchanan D, Platz E, Visvanathan K, Ulrich C, Siegel E, Brezina S, Gsur A, Campbell P, Chang-Claude J, Hoffmeister M, Brenner H, Slattery M, Potter J, Tsilidis K, Schulze M, Gunter M, Murphy N, Castells A, Castellví-Bel S, Moreira L, Arndt V, Shcherbina A, Stern M, Pardamean B, Bishop T, Giles G, Southey M, Idos G, McDonnell K, Abu-Ful Z, Greenson J, Shulman K, Lejbkowicz F, Offit K, Su YR, Steinfelder R, Keku T, van Guelpen B, Hudson T, Hampel H, Pearlman R, Berndt S, Hayes R, Martinez ME, Thomas S, Corley D, Pharoah P, Larsson S, Yen Y, Lenz HJ, White E, Li L, Doheny K, Pugh E, Shelford T, Chan A, Cruz-Correa M, Lindblom A, Hunter D, Joshi A, Schafmayer C, Scacheri P, Kundaje A, Nickerson D, Schoen R, Hampe J, Stadler Z, Vodicka P, Vodickova L, Vymetalkova V, Papadopoulos N, Edlund C, Gauderman W, Thomas D, Shibata D, Toland A, Markowitz S, Kim A, Chanock S, van Duijnhoven F, Feskens E, Sakoda L, Gago-Dominguez M, Wolk A, Naccarati A, Pardini B, FitzGerald L, Lee SC, Ogino S, Bien S, Kooperberg C, Li C, Lin Y, Prentice R, Qu C, Bézieau S, Tangen C, Mardis E, Yamaji T, Sawada N, Iwasaki M, Haiman C, Le Marchand L, Wu A, Qu C, McNeil C, Coetzee G, Hayward C, Deary I, Harris S, Theodoratou E, Reid S, Walker M, Ooi LY, Moreno V, Casey G, Gruber S, Tomlinson I, Zheng W, Dunlop M, Houlston R, Peters U. Deciphering colorectal cancer genetics through multi-omic analysis of 100,204 cases and 154,587 controls of European and east Asian ancestries. Nat Genet 2023; 55:89-99. [PMID: 36539618 PMCID: PMC10094749 DOI: 10.1038/s41588-022-01222-9] [Citation(s) in RCA: 29] [Impact Index Per Article: 29.0] [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: 11/24/2021] [Accepted: 10/09/2022] [Indexed: 12/24/2022]
Abstract
Colorectal cancer (CRC) is a leading cause of mortality worldwide. We conducted a genome-wide association study meta-analysis of 100,204 CRC cases and 154,587 controls of European and east Asian ancestry, identifying 205 independent risk associations, of which 50 were unreported. We performed integrative genomic, transcriptomic and methylomic analyses across large bowel mucosa and other tissues. Transcriptome- and methylome-wide association studies revealed an additional 53 risk associations. We identified 155 high-confidence effector genes functionally linked to CRC risk, many of which had no previously established role in CRC. These have multiple different functions and specifically indicate that variation in normal colorectal homeostasis, proliferation, cell adhesion, migration, immunity and microbial interactions determines CRC risk. Crosstissue analyses indicated that over a third of effector genes most probably act outside the colonic mucosa. Our findings provide insights into colorectal oncogenesis and highlight potential targets across tissues for new CRC treatment and chemoprevention strategies.
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Affiliation(s)
- 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
| | - Maria 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
| | - Zhishan Chen
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Philip Law
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, UK
| | - Minta Thomas
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Stephanie 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
- Oncology Data Analytics Program, Catalan Institute of Oncology, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, WA, USA
| | - 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 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 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 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
| | - Jirong Long
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Qiuyin Cai
- 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
| | - 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
| | - Jeroen Huyghe
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Tabitha Harrison
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - David Conti
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Christopher Dampier
- Center for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Mathew Devall
- Center for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Fredrick Schumacher
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
- Case Comprehensive Cancer Center, 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
- 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
| | - Mireia Obón-Santacana
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute, Barcelona, Spain
- Oncology Data Analytics Program, Catalan Institute of Oncology, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Spain
| | - Vicente Martín-Sánchez
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Madrid, Spain
- Biomedicine Institute, University of León, León, Spain
| | - Ferran Moratalla-Navarro
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute, Barcelona, Spain
- Oncology Data Analytics Program, Catalan Institute of Oncology, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, 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
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, South Korea
- Cancer Research Institute, Seoul National University, 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
- Division of Molecular and Clinical Epidemiology, Aichi Cancer Center Research Institute, Nagoya, Japan
- Department of Epidemiology, Nagoya University Graduate School of Medicine, 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 Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, 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
| | - Mark Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Rish Pai
- Department of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Jane 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 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, Ontario, Canada
| | - Michael Woods
- Division of Biomedical Sciences, Memorial University of Newfoundland, St. John, Ontario, Canada
| | - Polly Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research 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
| | - Jeremy Cheadle
- Institute of Medical Genetics, Cardiff University, Cardiff, UK
| | - Richard Kaplan
- MRC Clinical Trials Unit, Medical Research Council, Cardiff, UK
| | - Timothy Maughan
- MRC Institute for Radiation Oncology, University of Oxford, Oxford, 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 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
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research, Helsinki, Finland
- Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Johan 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
| | | | - Brent Zanke
- Department of Oncology, University of Toronto, Toronto, Ontario, Canada
| | - 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 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 Palmer
- Slone Epidemiology Center at Boston University, Boston, MA, USA
- Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Daniel Buchanan
- Colorectal Oncogenomics Group, Department of Clinical Pathology, 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
| | - Elizabeth 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 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 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 Slattery
- Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - John Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Research Centre for Hauora and Health, Massey University, Wellington, New Zealand
| | - Konstantinos Tsilidis
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Matthias Schulze
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
- Institute of Nutritional Science, University of Potsdam, Potsdam, Germany
| | - Marc 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
| | - Mariana Stern
- Department of Population and Public Health Sciences, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Jeonnam Regional Cancer Center, Chonnam National University Hwasun Hospital, Hwasun, South Korea
| | - Bens Pardamean
- Bioinformatics and Data Science Research Center, Bina Nusantara University, Jakarta, Indonesia
| | - Timothy Bishop
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Graham Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Melissa Southey
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
- Department of Clinical Pathology, University of Melbourne, Melbourne, Victoria, Australia
| | - Gregory Idos
- Department of Medical Oncology and Center For Precision Medicine, City of Hope National Medical Center, Duarte, CA, USA
| | - Kevin McDonnell
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Clalit National Cancer Control Center, 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 Greenson
- Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Clalit National Cancer Control Center, 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
- Department of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel
- Clalit National Cancer Control 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 Research Center, Seattle, WA, USA
| | - Temitope 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
| | - Thomas Hudson
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - 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 Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Richard Hayes
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY, USA
| | - Marie Elena Martinez
- Population Sciences, Disparities and Community Engagement, University of California San Diego Moores Cancer Center, La Jolla, CA, USA
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA
| | - Sushma Thomas
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Douglas Corley
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Department of Gastroenterology, Kaiser Permanente Medical Center, San Francisco, CA, USA
| | - Paul Pharoah
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Susanna 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 Research 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 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 Chan
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- 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
- 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
| | - 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 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 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 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
| | - Deborah Nickerson
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Robert 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 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
- 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
| | - Nickolas Papadopoulos
- Department of Oncology Ludwig Center at the Sidney Kimmel Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Chistopher Edlund
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - William Gauderman
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Duncan Thomas
- 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 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 Feskens
- Division of Human Nutrition, Wageningen University and Research, Wageningen, The Netherlands
| | - Lori Sakoda
- Public Health Sciences Division, Fred Hutchinson Cancer Research 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
| | - Alessio Naccarati
- Italian Institute for Genomic Medicine, Candiolo Cancer Institute FPO-IRCCS, Candiolo (TO), Italy
- Candiolo Cancer Institute FPO-IRCCS, Candiolo (TO), Italy
| | - Barbara Pardini
- Italian Institute for Genomic Medicine, Candiolo Cancer Institute FPO-IRCCS, Candiolo (TO), Italy
- Candiolo Cancer Institute FPO-IRCCS, Candiolo (TO), Italy
| | - Liesel FitzGerald
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, 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
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Cancer Immunology Program, Dana-Farber Harvard Cancer Center, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Stephanie Bien
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Charles Kooperberg
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Christopher Li
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Yi Lin
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Ross Prentice
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Conghui Qu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Stéphane Bézieau
- Service de Génétique Médicale, Centre Hospitalier Universitaire Nantes, Nantes, France
| | - Catherine Tangen
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Elaine Mardis
- Department of Pediatrics, Nationwide Children's Hospital, The Steve and Cindy Rasmussen Institute for Genomic Medicine, Columbus, OH, USA
| | - 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
| | - Christopher Haiman
- Department of Preventive Medicine, Center for Genetic Epidemiology, University of Southern California, Los Angeles, CA, USA
| | | | - Anna 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 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 Deary
- Lothian Birth Cohorts group, Department of Psychology, University of Edinburgh, Edinburgh, UK
| | - Sarah 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
| | - Victor Moreno
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute, Barcelona, Spain
- Oncology Data Analytics Program, Catalan Institute of Oncology, Barcelona, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health, Madrid, Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Graham Casey
- Center for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Stephen Gruber
- Department of Medical Oncology and Center For Precision Medicine, City of Hope National Medical Center, Duarte, CA, 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.
| | - Malcolm Dunlop
- Colon Cancer Genetics Group, Medical Research Council Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK.
| | - Richard Houlston
- Division of Genetics and Epidemiology, Institute of Cancer Research, London, UK.
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
- Department of Epidemiology, University of Washington, Seattle, WA, USA.
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11
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Shyr C, Blackford AL, Huang T, Ke J, Ouardaoui N, Trippa L, Syngal S, Ukaegbu C, Uno H, Nafa K, Stadler ZK, Offit K, Amos CI, Lynch PM, Chen S, Giardiello FM, Buchanan DD, Hopper JL, Jenkins MA, Southey MC, Win AK, Figueiredo JC, Braun D, Parmigiani G. A validation of models for prediction of pathogenic variants in mismatch repair genes. Genet Med 2022; 24:2155-2166. [PMID: 35997715 PMCID: PMC10312204 DOI: 10.1016/j.gim.2022.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 04/07/2022] [Revised: 06/30/2022] [Accepted: 07/01/2022] [Indexed: 10/15/2022] Open
Abstract
PURPOSE Models used to predict the probability of an individual having a pathogenic homozygous or heterozygous variant in a mismatch repair gene, such as MMRpro, are widely used. Recently, MMRpro was updated with new colorectal cancer penetrance estimates. The purpose of this study was to evaluate the predictive performance of MMRpro and other models for individuals with a family history of colorectal cancer. METHODS We performed a validation study of 4 models, Leiden, MMRpredict, PREMM5, and MMRpro, using 784 members of clinic-based families from the United States. Predicted probabilities were compared with germline testing results and evaluated for discrimination, calibration, and predictive accuracy. We analyzed several strategies to combine models and improve predictive performance. RESULTS MMRpro with additional tumor information (MMRpro+) and PREMM5 outperformed the other models in discrimination and predictive accuracy. MMRpro+ was the best calibrated with an observed to expected ratio of 0.98 (95% CI = 0.89-1.08). The combination models showed improvement over PREMM5 and performed similar to MMRpro+. CONCLUSION MMRpro+ and PREMM5 performed well in predicting the probability of having a pathogenic homozygous or heterozygous variant in a mismatch repair gene. They serve as useful clinical decision tools for identifying individuals who would benefit greatly from screening and prevention strategies.
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Affiliation(s)
- Cathy Shyr
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA; Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
| | - Amanda L Blackford
- Division of Biostatistics and Bioinformatics, Johns Hopkins School of Medicine, Baltimore, MD
| | - Theodore Huang
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA; Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
| | - Jianfeng Ke
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA; Department of Mathematical Sciences, Tsinghua University, Beijing, China
| | - Nofal Ouardaoui
- Department of Computer Science, School of Engineering, Tufts University, Medford, MA
| | - Lorenzo Trippa
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA; Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
| | - Sapna Syngal
- Cancer Genetics and Prevention Division, Dana-Farber Cancer Institute, Boston, MA; Division of Gastroenterology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA
| | - Chinedu Ukaegbu
- Cancer Genetics and Prevention Division, Dana-Farber Cancer Institute, Boston, MA
| | - Hajime Uno
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA; McGraw/Patterson Center for Population Sciences, Dana-Farber Cancer Institute, Boston, MA
| | - Khedoudja Nafa
- Department of Pathology and Laboratory Medicine, Molecular Diagnostic Service, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Zsofia K Stadler
- Clinical Genetics Service, Department of Medicine, Memorial Sloan Kettering Comprehensive Cancer Center, New York, NY; Niehaus Center for Inherited Cancer Genomics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Kenneth Offit
- Clinical Genetics Service, Department of Medicine, Memorial Sloan Kettering Comprehensive Cancer Center, New York, NY; Niehaus Center for Inherited Cancer Genomics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Christopher I Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX; Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, TX; Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX
| | - Patrick M Lynch
- Gastroenterology, Hepatology and Nutrition, University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Francis M Giardiello
- Department of Gastroenterology and Hepatology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - 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, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia; University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Victoria, Australia
| | - Melissa C Southey
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia; Department of Clinical Pathology, Melbourne Medical School, The University of Melbourne, Melbourne, Victoria, Australia; Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Jane C Figueiredo
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Danielle Braun
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA; Department of Data Science, Dana-Farber Cancer Institute, Boston, MA.
| | - Giovanni Parmigiani
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA; Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
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Møller P, Seppälä T, Dowty JG, Haupt S, Dominguez-Valentin M, Sunde L, Bernstein I, Engel C, Aretz S, Nielsen M, Capella G, Evans DG, Burn J, Holinski-Feder E, Bertario L, Bonanni B, Lindblom A, Levi Z, Macrae F, Winship I, Plazzer JP, Sijmons R, Laghi L, Valle AD, Heinimann K, Half E, Lopez-Koestner F, Alvarez-Valenzuela K, Scott RJ, Katz L, Laish I, Vainer E, Vaccaro CA, Carraro DM, Gluck N, Abu-Freha N, Stakelum A, Kennelly R, Winter D, Rossi BM, Greenblatt M, Bohorquez M, Sheth H, Tibiletti MG, Lino-Silva LS, Horisberger K, Portenkirchner C, Nascimento I, Rossi NT, da Silva LA, Thomas H, Zaránd A, Mecklin JP, Pylvänäinen K, Renkonen-Sinisalo L, Lepisto A, Peltomäki P, Therkildsen C, Lindberg LJ, Thorlacius-Ussing O, von Knebel Doeberitz M, Loeffler M, Rahner N, Steinke-Lange V, Schmiegel W, Vangala D, Perne C, Hüneburg R, de Vargas AF, Latchford A, Gerdes AM, Backman AS, Guillén-Ponce C, Snyder C, Lautrup CK, Amor D, Palmero E, Stoffel E, Duijkers F, Hall MJ, Hampel H, Williams H, Okkels H, Lubiński J, Reece J, Ngeow J, Guillem JG, Arnold J, Wadt K, Monahan K, Senter L, Rasmussen LJ, van Hest LP, Ricciardiello L, Kohonen-Corish MRJ, Ligtenberg MJL, Southey M, Aronson M, Zahary MN, Samadder NJ, Poplawski N, Hoogerbrugge N, Morrison PJ, James P, Lee G, Chen-Shtoyerman R, Ankathil R, Pai R, Ward R, Parry S, Dębniak T, John T, van Overeem Hansen T, Caldés T, Yamaguchi T, Barca-Tierno V, Garre P, Cavestro GM, Weitz J, Redler S, Büttner R, Heuveline V, Hopper JL, Win AK, Lindor N, Gallinger S, Le Marchand L, Newcomb PA, Figueiredo J, Buchanan DD, Thibodeau SN, ten Broeke SW, Hovig E, Nakken S, Pineda M, Dueñas N, Brunet J, Green K, Lalloo F, Newton K, Crosbie EJ, Mints M, Tjandra D, Neffa F, Esperon P, Kariv R, Rosner G, Pavicic WH, Kalfayan P, Torrezan GT, Bassaneze T, Martin C, Moslein G, Ahadova A, Kloor M, Sampson JR, Jenkins MA. Colorectal cancer incidences in Lynch syndrome: a comparison of results from the prospective lynch syndrome database and the international mismatch repair consortium. Hered Cancer Clin Pract 2022; 20:36. [PMID: 36182917 PMCID: PMC9526951 DOI: 10.1186/s13053-022-00241-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 08/31/2022] [Indexed: 01/11/2023] Open
Abstract
OBJECTIVE To compare colorectal cancer (CRC) incidences in carriers of pathogenic variants of the MMR genes in the PLSD and IMRC cohorts, of which only the former included mandatory colonoscopy surveillance for all participants. METHODS CRC incidences were calculated in an intervention group comprising a cohort of confirmed carriers of pathogenic or likely pathogenic variants in mismatch repair genes (path_MMR) followed prospectively by the Prospective Lynch Syndrome Database (PLSD). All had colonoscopy surveillance, with polypectomy when polyps were identified. Comparison was made with a retrospective cohort reported by the International Mismatch Repair Consortium (IMRC). This comprised confirmed and inferred path_MMR carriers who were first- or second-degree relatives of Lynch syndrome probands. RESULTS In the PLSD, 8,153 subjects had follow-up colonoscopy surveillance for a total of 67,604 years and 578 carriers had CRC diagnosed. Average cumulative incidences of CRC in path_MLH1 carriers at 70 years of age were 52% in males and 41% in females; for path_MSH2 50% and 39%; for path_MSH6 13% and 17% and for path_PMS2 11% and 8%. In contrast, in the IMRC cohort, corresponding cumulative incidences were 40% and 27%; 34% and 23%; 16% and 8% and 7% and 6%. Comparing just the European carriers in the two series gave similar findings. Numbers in the PLSD series did not allow comparisons of carriers from other continents separately. Cumulative incidences at 25 years were < 1% in all retrospective groups. CONCLUSIONS Prospectively observed CRC incidences (PLSD) in path_MLH1 and path_MSH2 carriers undergoing colonoscopy surveillance and polypectomy were higher than in the retrospective (IMRC) series, and were not reduced in path_MSH6 carriers. These findings were the opposite to those expected. CRC point incidence before 50 years of age was reduced in path_PMS2 carriers subjected to colonoscopy, but not significantly so.
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Affiliation(s)
- Pål Møller
- grid.55325.340000 0004 0389 8485Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379 Oslo, Norway
| | - Toni Seppälä
- grid.15485.3d0000 0000 9950 5666Department of Gastrointestinal Surgery, Helsinki University Central Hospital, University of Helsinki, Helsinki, Finland ,grid.7737.40000 0004 0410 2071Applied Tumour Genomics Research Program, University of Helsinki, Helsinki, Finland ,grid.412330.70000 0004 0628 2985Faculty of Medicine and Health Technology, Tampere University and Tays Cancer Center, Tampere University Hospital, Tampere, Finland
| | - James G. Dowty
- grid.1008.90000 0001 2179 088XCentre of Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria 3010 Australia
| | - Saskia Haupt
- grid.7700.00000 0001 2190 4373Engineering Mathematics and Computing Lab (EMCL), Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany ,grid.424699.40000 0001 2275 2842Data Mining and Uncertainty Quantification (DMQ), Heidelberg Institute for Theoretical Studies (HITS), Heidelberg, Germany
| | - Mev Dominguez-Valentin
- grid.55325.340000 0004 0389 8485Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379 Oslo, Norway
| | - Lone Sunde
- grid.27530.330000 0004 0646 7349Department of Clinical Genetics, Aalborg University Hospital, 9000 Aalborg, Denmark ,grid.7048.b0000 0001 1956 2722Department of Biomedicine, Aarhus University, DK-8000 Aarhus, Denmark
| | - Inge Bernstein
- grid.5117.20000 0001 0742 471XDepartment of Surgical Gastroenterology, Aalborg University Hospital, Aalborg University, 9100 Aalborg, Denmark ,grid.5117.20000 0001 0742 471XInstitute of Clinical Medicine, Aalborg University Hospital, Aalborg University, 9100 Aalborg, Denmark
| | - Christoph Engel
- grid.9647.c0000 0004 7669 9786Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, 04107 Leipzig, Germany
| | - Stefan Aretz
- grid.10388.320000 0001 2240 3300Institute of Human Genetics, National Center for Hereditary Tumor Syndromes, Medical Faculty, University of Bonn, 53127 Bonn, Germany
| | - Maartje Nielsen
- grid.10419.3d0000000089452978Department of Clinical Genetics, Leids Universitair Medisch Centrum, 2300RC, Leiden, The Netherlands
| | - Gabriel Capella
- grid.417656.7Hereditary Cancer Program, Institut Català d’Oncologia-IDIBELL, L; Hospitalet de Llobregat, 08908 Barcelona, Spain
| | - Dafydd Gareth Evans
- grid.5379.80000000121662407Division of Evolution and Genomic Sciences, Manchester Centre for Genomic Medicine, University of Manchester, Manchester University NHS Foundation Trust, Manchester, M13 9WL UK
| | - John Burn
- grid.1006.70000 0001 0462 7212Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, NE1 3BZ UK
| | - Elke Holinski-Feder
- grid.411095.80000 0004 0477 2585Campus Innenstadt, Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, 80336 Munich, Germany ,grid.491982.f0000 0000 9738 9673MGZ – Center of Medical Genetics, 80335 Munich, Germany
| | - Lucio Bertario
- grid.15667.330000 0004 1757 0843Division of Cancer Prevention and Genetics, IEO, European Institute of Oncology, IRCCS, 20141 Milan, Italy
| | - Bernardo Bonanni
- grid.15667.330000 0004 1757 0843Division of Cancer Prevention and Genetics, IEO, European Institute of Oncology, IRCCS, 20141 Milan, Italy
| | - Annika Lindblom
- grid.4714.60000 0004 1937 0626Department of Molecular Medicine and Surgery, Karolinska Institutet, 171 76 Stockholm, Sweden
| | - Zohar Levi
- grid.413156.40000 0004 0575 344XDepartment Rabin Medical Center, Service High Risk GI Cancer Gastroenterology, Petach Tikva, Israel
| | - Finlay Macrae
- grid.416153.40000 0004 0624 1200Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, Australia ,grid.1008.90000 0001 2179 088XDepartment of Medicine, Melbourne University, Melbourne, Australia
| | - Ingrid Winship
- grid.416153.40000 0004 0624 1200Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, Australia ,grid.1008.90000 0001 2179 088XDepartment of Medicine, Melbourne University, Melbourne, Australia
| | - John-Paul Plazzer
- grid.416153.40000 0004 0624 1200The Royal Melbourne Hospital, Melbourne, Australia
| | - Rolf Sijmons
- grid.4494.d0000 0000 9558 4598Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Luigi Laghi
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, Laboratory of Molecular Gastroenterology, IRCCS Humanitas Research Hospital, University of Parma, Parma, Italy
| | - Adriana Della Valle
- Hospital Fuerzas Armadas, Grupo Colaborativo Uruguayo, Investigación de Afecciones Oncológicas Hereditarias (GCU), Montevideo, Uruguay
| | - Karl Heinimann
- grid.410567.1Medical Genetics, Institute for Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Elizabeth Half
- grid.413731.30000 0000 9950 8111Gastrointestinal Cancer Prevention Unit, Gastroenterology Department, Rambam Health Care Campus, Haifa, Israel
| | | | | | - Rodney J. Scott
- grid.413648.cUniversity of Newcastle and the Hunter Medical Research Institute, Callaghan, Australia
| | - Lior Katz
- grid.9619.70000 0004 1937 0538Department of Gastroenterology, Hadassah Medical Center, Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Ido Laish
- grid.413795.d0000 0001 2107 2845The Department of Gastroenterology, High Risk and GI Cancer Prevention Clinic, Gastro-Oncology Unit, Sheba Medical Center, Ramat Gan, Israel
| | - Elez Vainer
- grid.9619.70000 0004 1937 0538Department of Gastroenterology, Hadassah Medical Center, Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Carlos Alberto Vaccaro
- grid.414775.40000 0001 2319 4408Hereditary Cancer Program (PROCANHE), Hospital Italiano de Buenos Aires, Ciudad Autónoma de Buenos Aires, Buenos Aires, Argentina
| | - Dirce Maria Carraro
- grid.413320.70000 0004 0437 1183Genomic and Molecular Biology Group, A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Nathan Gluck
- grid.12136.370000 0004 1937 0546Department of Gastroenterology, Tel-Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Naim Abu-Freha
- grid.7489.20000 0004 1937 0511The Institute of Gastroenterology and Hepatology, Soroka University Medical Center, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Aine Stakelum
- grid.412751.40000 0001 0315 8143St Vincent’s University Hospital, Elm Park, Dublin 4, Ireland
| | - Rory Kennelly
- grid.412751.40000 0001 0315 8143St Vincent’s University Hospital, Elm Park, Dublin 4, Ireland
| | - Des Winter
- grid.412751.40000 0001 0315 8143St Vincent’s University Hospital, Elm Park, Dublin 4, Ireland
| | | | - Marc Greenblatt
- grid.59062.380000 0004 1936 7689University of Vermont, Larner College of Medicine, Burlington, VT 05405 USA
| | - Mabel Bohorquez
- grid.412192.d0000 0001 2168 0760University of Tolima, Tolima, Colombia
| | - Harsh Sheth
- Foundation for Research in Genetics and Endocrinology, FRIGE House, Jodhpur Village Road, Satellite Ahmedabad, Ahmedabad, 380015 India
| | - Maria Grazia Tibiletti
- grid.18147.3b0000000121724807Ospedale di Circolo ASST Settelaghi, Centro di Ricerca Tumori Eredo-Familiari, Università dell’Insubria, Varese, Italy
| | | | - Karoline Horisberger
- grid.412004.30000 0004 0478 9977Department of Abdominal and Transplantation Surgery, Universitätsspital Zürich, Rämistrasse 100, CH-8091 Zürich, Switzerland
| | - Carmen Portenkirchner
- grid.412004.30000 0004 0478 9977Department of Abdominal and Transplantation Surgery, Universitätsspital Zürich, Rämistrasse 100, CH-8091 Zürich, Switzerland
| | - Ivana Nascimento
- Laboratório de Imonologia, ICS/UFBA, Núcleo de Oncologia da Bahia/Oncoclinicas, Salvador, Brazil
| | - Norma Teresa Rossi
- grid.413199.70000 0001 0368 1276Hospital Privado Universitario de Córdoba, Cordoba, Argentina
| | - Leandro Apolinário da Silva
- Hospital Universitario Oswaldo Cruz, Universidade de Pernambuco, Hospital de Câncer de Pernambuco, IPON - Instituto de Pesquisas Oncológicas do Nordeste, Salvador, Brazil
| | - Huw Thomas
- grid.7445.20000 0001 2113 8111Department of Surgery and Cancer, St Mark’s Hospital, Imperial College London, London, UK
| | - Attila Zaránd
- grid.11804.3c0000 0001 0942 9821Department of Transplantation and Surgery, Semmelweis University Budapest, Budapest, Hungary
| | - Jukka-Pekka Mecklin
- grid.9681.60000 0001 1013 7965Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland ,grid.460356.20000 0004 0449 0385Department of Surgery, Central Finland Health Care District, Jyväskylä, Finland
| | - Kirsi Pylvänäinen
- grid.460356.20000 0004 0449 0385Department of Education and Science, Central Finland Health Care District, Jyväskylä, Finland
| | - Laura Renkonen-Sinisalo
- grid.15485.3d0000 0000 9950 5666Department of Gastrointestinal Surgery, Helsinki University Central Hospital, University of Helsinki, Helsinki, Finland ,grid.7737.40000 0004 0410 2071Applied Tumour Genomics Research Program, University of Helsinki, Helsinki, Finland
| | - Anna Lepisto
- grid.15485.3d0000 0000 9950 5666Department of Gastrointestinal Surgery, Helsinki University Central Hospital, University of Helsinki, Helsinki, Finland ,grid.7737.40000 0004 0410 2071Applied Tumour Genomics Research Program, University of Helsinki, Helsinki, Finland
| | - Päivi Peltomäki
- grid.7737.40000 0004 0410 2071Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland
| | - Christina Therkildsen
- grid.413660.60000 0004 0646 7437The Danish HNPCC Register, Gastro Unit, Copenhagen University Hospital – Amager and Hvidovre, Copenhagen, Denmark
| | - Lars Joachim Lindberg
- grid.413660.60000 0004 0646 7437The Danish HNPCC Register, Gastro Unit, Copenhagen University Hospital – Amager and Hvidovre, Copenhagen, Denmark
| | - Ole Thorlacius-Ussing
- grid.5117.20000 0001 0742 471XDepartment of Surgical Gastroenterology, Aalborg University Hospital, Aalborg University, 9100 Aalborg, Denmark ,grid.5117.20000 0001 0742 471XInstitute of Clinical Medicine, Aalborg University Hospital, Aalborg University, 9100 Aalborg, Denmark
| | - Magnus von Knebel Doeberitz
- grid.5253.10000 0001 0328 4908Department of Applied Tumour Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Applied Tumour Biology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Markus Loeffler
- grid.9647.c0000 0004 7669 9786Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
| | - Nils Rahner
- grid.14778.3d0000 0000 8922 7789Institute of Human Genetics, University Clinic Düsseldorf, Heinrich-Heine-University, Düsseldorf, Germany
| | - Verena Steinke-Lange
- grid.411095.80000 0004 0477 2585Campus Innenstadt, Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, 80336 Munich, Germany ,grid.491982.f0000 0000 9738 9673MGZ – Center of Medical Genetics, 80335 Munich, Germany
| | - Wolff Schmiegel
- grid.5570.70000 0004 0490 981XDepartment of Medicine, Knappschaftskrankenhaus, Ruhr-University Bochum, Bochum, Germany
| | - Deepak Vangala
- grid.5570.70000 0004 0490 981XDepartment of Medicine, Knappschaftskrankenhaus, Ruhr-University Bochum, Bochum, Germany
| | - Claudia Perne
- grid.10388.320000 0001 2240 3300Institute of Human Genetics, National Center for Hereditary Tumor Syndromes, Medical Faculty, University of Bonn, 53127 Bonn, Germany
| | - Robert Hüneburg
- grid.15090.3d0000 0000 8786 803XDepartment of Internal Medicine, University Hospital Bonn, Bonn, Germany
| | - Aída Falcón de Vargas
- grid.413504.70000 0004 1761 9942Genetics Unit, Hospital Vargas de Caracas, Caracas, Venezuela ,grid.8171.f0000 0001 2155 0982Escuela de Medicina Jose Maria Vargas, Universidad, Central de Venezuela, UCV, Caracas, Venezuela
| | | | - Anne-Marie Gerdes
- grid.4973.90000 0004 0646 7373Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, DK-2100 Copenhagen, Denmark
| | - Ann-Sofie Backman
- grid.4714.60000 0004 1937 0626Department of Medicine Solna, Unit of Internal medicine, Karolinska Institutet, Stockholm, Sweden
| | - Carmen Guillén-Ponce
- grid.411347.40000 0000 9248 5770Medical Oncology Department, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain
| | - Carrie Snyder
- grid.254748.80000 0004 1936 8876Hereditary Cancer Center, Department of Preventive Medicine, Creighton University, Omaha, NE 68178 USA
| | - Charlotte K. Lautrup
- grid.27530.330000 0004 0646 7349Department of Clinical Genetics, Aalborg University Hospital, 9000 Aalborg, Denmark
| | - David Amor
- grid.416107.50000 0004 0614 0346Murdoch Children’s Research Institute and University of Melbourne Department of Paediatrics, Royal Children’s Hospital, Parkville, VIC 3052 Australia
| | - Edenir Palmero
- grid.419166.dDepartment of Genetics, Brazilian National Cancer Institute, Rio de Janeiro, Brazil ,grid.427783.d0000 0004 0615 7498Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Elena Stoffel
- grid.214458.e0000000086837370Department of Internal Medicine, University of Michigan, Ann Arbor, MI USA
| | - Floor Duijkers
- grid.7177.60000000084992262Department of Clinical Genetics, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Michael J. Hall
- grid.249335.a0000 0001 2218 7820Department of Clinical Genetics, Fox Chase Cancer Center, Philadelphia, PA USA
| | - Heather Hampel
- grid.261331.40000 0001 2285 7943Division of Human Genetics, The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210 USA
| | - Heinric Williams
- grid.415341.60000 0004 0433 4040Department of Urology, Geisinger Medical Center, Danville, PA 17822 USA
| | - Henrik Okkels
- grid.5117.20000 0001 0742 471XDepartment of Molecular Diagnostics, Aalborg University, Aalborg, Denmark
| | - Jan Lubiński
- grid.107950.a0000 0001 1411 4349Department of Genetics and Pathology, International Hereditary Cancer Center, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Jeanette Reece
- grid.1008.90000 0001 2179 088XCentre of Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria 3010 Australia
| | - Joanne Ngeow
- grid.59025.3b0000 0001 2224 0361Lee Kong Chian School of Medicine, Nanyang Technological University Singapore and Cancer Genetics Service National Cancer Centre Singapore, Singapore, Singapore
| | - Jose G. Guillem
- grid.410711.20000 0001 1034 1720Gastrointestinal Surgery, University of North Carolina, Chapel Hill, NC USA
| | - Julie Arnold
- New Zealand Familial Gastrointestinal Cancer Service, Auckland, New Zealand
| | - Karin Wadt
- grid.4973.90000 0004 0646 7373Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, DK-2100 Copenhagen, Denmark
| | - Kevin Monahan
- grid.416510.7St Mark’s Hospital & Imperial College, London, UK
| | - Leigha Senter
- grid.261331.40000 0001 2285 7943Ohio State University Comprehensive Cancer Center, Columbus, OH 43210 USA
| | - Lene J. Rasmussen
- grid.5254.60000 0001 0674 042XDepartment of Cellular and Molecular Medicine, Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark
| | - Liselotte P. van Hest
- grid.12380.380000 0004 1754 9227Department of Clinical Genetics, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Luigi Ricciardiello
- grid.6292.f0000 0004 1757 1758IRCCS AOU di Bologna, and Department of Medical and Surgical Sciences - University of Bologna, Bologna, Italy
| | - Maija R. J. Kohonen-Corish
- grid.417229.b0000 0000 8945 8472Woolcock Institute of Medical Research, Glebe, Sydney, NSW 2037 Australia
| | - Marjolijn J. L. Ligtenberg
- grid.10417.330000 0004 0444 9382Department of Human Genetics and Department of Pathology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Melissa Southey
- grid.1002.30000 0004 1936 7857Monash Health Translation Precinct, Monash University, Clayton South, VIC 3169 Australia
| | - Melyssa Aronson
- grid.492573.e0000 0004 6477 6457Zane Cohen Centre, Sinai Health System, Toronto, Ontario Canada
| | - Mohd N. Zahary
- grid.449643.80000 0000 9358 3479Faculty of Health Sciences, University Sultan Zainal Abidin, Kuala Terengganu, Terengganu Malaysia
| | - N. Jewel Samadder
- grid.470142.40000 0004 0443 9766Division of Gastroenterology and Hepatology, Mayo Clinic, Phoenix, AZ 85054 USA
| | - Nicola Poplawski
- grid.1010.00000 0004 1936 7304Adelaide Medical School, University of Adelaide, Adelaide, SA 5000 Australia ,grid.416075.10000 0004 0367 1221Adult Genetics Unit, Royal Adelaide Hospital, Adelaide, SA 5000 Australia
| | - Nicoline Hoogerbrugge
- grid.10417.330000 0004 0444 9382Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Patrick J. Morrison
- grid.4777.30000 0004 0374 7521Regional Medical Genetics Centre, Belfast HSC Trust, City Hospital Campus, Queen’s University Belfast, Belfast, Northern Ireland UK
| | - Paul James
- grid.1008.90000 0001 2179 088XPeter MacCallum Department of Oncology, The University of Melbourne, Parkville, VIC 3010 Australia
| | - Grant Lee
- grid.1008.90000 0001 2179 088XGenomics Platform Group, Centre for Cancer Research, University of Melbourne, Parkville, VIC Australia
| | - Rakefet Chen-Shtoyerman
- The Biology Department, Ariel University, Ariel and the Oncogenetic Clinic, The Clinical Genetics Institute, Kaplan Medical Center, Rehovot, Israel
| | - Ravindran Ankathil
- grid.11875.3a0000 0001 2294 3534Human Genome Centre, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan Malaysia
| | - Rish Pai
- grid.417468.80000 0000 8875 6339Department of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Scottsdale, AZ 85259 USA
| | - Robyn Ward
- grid.1013.30000 0004 1936 834XFaculty of Medicine and Health, University of Sydney, Sydney, NSW 2006 Australia
| | - Susan Parry
- New Zealand Familial Gastrointestinal Cancer Service, Auckland, New Zealand
| | - Tadeusz Dębniak
- grid.107950.a0000 0001 1411 4349Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Thomas John
- grid.1055.10000000403978434Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria Australia
| | - Thomas van Overeem Hansen
- grid.4973.90000 0004 0646 7373Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, DK-2100 Copenhagen, Denmark
| | - Trinidad Caldés
- grid.411068.a0000 0001 0671 5785Molecular Oncology Laboratory, Hospital Clínico San Carlos, IdISSC, Madrid, Spain
| | - Tatsuro Yamaguchi
- grid.415479.aDepartment of Clinical Genetics, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | - Verónica Barca-Tierno
- grid.411347.40000 0000 9248 5770Department of Genetics, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain
| | - Pilar Garre
- grid.411068.a0000 0001 0671 5785Molecular Oncology Laboratory, Hospital Clínico San Carlos, IdISSC, Madrid, Spain
| | - Giulia Martina Cavestro
- grid.15496.3f0000 0001 0439 0892Gastroenterology and Gastrointestinal Endoscopy Unit, Vita-Salute San Raffaele University, San Raffaele Scientific Institute, Milan, Italy
| | - Jürgen Weitz
- grid.4488.00000 0001 2111 7257Technische Universität Dresden, Dresden, Germany
| | - Silke Redler
- grid.14778.3d0000 0000 8922 7789Institute of Human Genetics, University Clinic Düsseldorf, Heinrich-Heine-University, Düsseldorf, Germany
| | - Reinhard Büttner
- grid.411097.a0000 0000 8852 305XDepartment of Pathology, University Hospital of Cologne, Cologne, Germany
| | - Vincent Heuveline
- grid.7700.00000 0001 2190 4373Engineering Mathematics and Computing Lab (EMCL), Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany
| | - John L. Hopper
- grid.1008.90000 0001 2179 088XCentre of Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria 3010 Australia
| | - Aung Ko Win
- grid.1008.90000 0001 2179 088XCentre of Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria 3010 Australia
| | - Noralane Lindor
- grid.417468.80000 0000 8875 6339Department of Health Science Research, Mayo Clinic Arizona, Phoenix, USA
| | - Steven Gallinger
- grid.17063.330000 0001 2157 2938Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Canada
| | - Loïc Le Marchand
- grid.410445.00000 0001 2188 0957University of Hawaii Cancer Center, Honolulu, USA
| | - Polly A. Newcomb
- grid.270240.30000 0001 2180 1622Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109-1024 USA
| | - Jane Figueiredo
- grid.270240.30000 0001 2180 1622Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109-1024 USA
| | - Daniel D. Buchanan
- grid.1008.90000 0001 2179 088XColorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria Australia ,grid.1008.90000 0001 2179 088XUniversity of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Victoria Australia ,grid.416153.40000 0004 0624 1200Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Victoria Australia
| | - Stephen N. Thibodeau
- grid.66875.3a0000 0004 0459 167XDepartment of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905 USA
| | - Sanne W. ten Broeke
- grid.10419.3d0000000089452978Leids Universitair Medisch Centrum, Leiden, Netherlands
| | - Eivind Hovig
- grid.55325.340000 0004 0389 8485Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379 Oslo, Norway ,grid.5510.10000 0004 1936 8921Department of Informatics, Centre for Bioinformatics, University of Oslo, Oslo, Norway
| | - Sigve Nakken
- grid.55325.340000 0004 0389 8485Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379 Oslo, Norway ,grid.5510.10000 0004 1936 8921Centre for Cancer Cell Reprogramming (CanCell), Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Marta Pineda
- grid.417656.7Hereditary Cancer Program, Institut Català d’Oncologia-IDIBELL, L; Hospitalet de Llobregat, 08908 Barcelona, Spain
| | - Nuria Dueñas
- grid.417656.7Hereditary Cancer Program, Institut Català d’Oncologia-IDIBELL, L; Hospitalet de Llobregat, 08908 Barcelona, Spain
| | - Joan Brunet
- grid.417656.7Hereditary Cancer Program, Institut Català d’Oncologia-IDIBELL, L; Hospitalet de Llobregat, 08908 Barcelona, Spain
| | - Kate Green
- grid.5379.80000000121662407Division of Evolution and Genomic Sciences, Manchester Centre for Genomic Medicine, University of Manchester, Manchester University NHS Foundation Trust, Manchester, M13 9WL UK
| | - Fiona Lalloo
- grid.5379.80000000121662407Division of Evolution and Genomic Sciences, Manchester Centre for Genomic Medicine, University of Manchester, Manchester University NHS Foundation Trust, Manchester, M13 9WL UK
| | - Katie Newton
- grid.498924.a0000 0004 0430 9101Department of Surgery, Central Manchester University Hospitals NHS Foundation Trust and University of Manchester, Manchester, UK
| | - Emma J. Crosbie
- grid.498924.a0000 0004 0430 9101Gynaecological Oncology Research Group, Manchester University NHS Foundation Trust, Manchester, UK ,grid.5379.80000000121662407Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Miriam Mints
- grid.24381.3c0000 0000 9241 5705Division of Obstetrics and Gyneacology, Department of Women’s and Children’s Health, Karolinska Institutet, Karolinska University Hospital, Solna, Stockholm, Sweden
| | - Douglas Tjandra
- grid.416153.40000 0004 0624 1200Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, Australia ,grid.1008.90000 0001 2179 088XDepartment of Medicine, Melbourne University, Melbourne, Australia
| | - Florencia Neffa
- Hospital Fuerzas Armadas, Grupo Colaborativo Uruguayo, Investigación de Afecciones Oncológicas Hereditarias (GCU), Montevideo, Uruguay
| | - Patricia Esperon
- Hospital Fuerzas Armadas, Grupo Colaborativo Uruguayo, Investigación de Afecciones Oncológicas Hereditarias (GCU), Montevideo, Uruguay
| | - Revital Kariv
- grid.12136.370000 0004 1937 0546Department of Gastroenterology, Tel-Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Guy Rosner
- grid.12136.370000 0004 1937 0546Department of Gastroenterology, Tel-Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Walter Hernán Pavicic
- grid.414775.40000 0001 2319 4408Hereditary Cancer Program (PROCANHE), Hospital Italiano de Buenos Aires, Ciudad Autónoma de Buenos Aires, Buenos Aires, Argentina ,grid.414775.40000 0001 2319 4408Instituto de Medicina Traslacional e Ingeniería Biomédica (IMTIB), Hospital Italiano de Buenos Aires-IUHI-CONICET, Ciudad Autónoma de Buenos Aires, Buenos Aires, Argentina
| | - Pablo Kalfayan
- grid.414775.40000 0001 2319 4408Hereditary Cancer Program (PROCANHE), Hospital Italiano de Buenos Aires, Ciudad Autónoma de Buenos Aires, Buenos Aires, Argentina
| | - Giovana Tardin Torrezan
- grid.413320.70000 0004 0437 1183Genomic and Molecular Biology Group, A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Thiago Bassaneze
- grid.413471.40000 0000 9080 8521Hospital Sirio Libanes, Sao Paulo, Brazil
| | - Claudia Martin
- Hospital Universitario Oswaldo Cruz, Universidade de Pernambuco, Hospital de Câncer de Pernambuco, IPON - Instituto de Pesquisas Oncológicas do Nordeste, Salvador, Brazil
| | - Gabriela Moslein
- grid.412581.b0000 0000 9024 6397Surgical Center for Hereditary Tumors, Ev. Bethesda Khs Duisburg, University Witten-Herdecke, Herdecke, Germany
| | - Aysel Ahadova
- grid.5253.10000 0001 0328 4908Department of Applied Tumour Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Matthias Kloor
- grid.5253.10000 0001 0328 4908Department of Applied Tumour Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Julian R. Sampson
- grid.5600.30000 0001 0807 5670Division of Cancer and Genetics, Institute of Medical Genetics, Cardiff University School of Medicine, Heath Park, Cardiff, CF14 4XN UK
| | - Mark A. Jenkins
- grid.1008.90000 0001 2179 088XCentre of Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria 3010 Australia
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Barfield R, Huyghe JR, Lemire M, Dong X, Su YR, Brezina S, Buchanan DD, Figueiredo JC, Gallinger S, Giannakis M, Gsur A, Gunter MJ, Hampel H, Harrison TA, Hopper JL, Hudson TJ, Li CI, Moreno V, Newcomb PA, Pai RK, Pharoah PDP, Phipps AI, Qu C, Steinfelder RS, Sun W, Win AK, Zaidi SH, Campbell PT, Peters U, Hsu L. Genetic Regulation of DNA Methylation Yields Novel Discoveries in GWAS of Colorectal Cancer. Cancer Epidemiol Biomarkers Prev 2022; 31:1068-1076. [PMID: 35247911 PMCID: PMC9081265 DOI: 10.1158/1055-9965.epi-21-0724] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 06/15/2021] [Revised: 10/05/2021] [Accepted: 02/23/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Colorectal cancer has a strong epigenetic component that is accompanied by frequent DNA methylation (DNAm) alterations in addition to heritable genetic risk. It is of interest to understand the interrelationship of germline genetics, DNAm, and colorectal cancer risk. METHODS We performed a genome-wide methylation quantitative trait locus (meQTL) analysis in 1,355 people, assessing the pairwise associations between genetic variants and lymphocytes methylation data. In addition, we used penalized regression with cis-genetic variants ± 1 Mb of methylation to identify genome-wide heritable DNAm. We evaluated the association of genetically predicted methylation with colorectal cancer risk based on genome-wide association studies (GWAS) of over 125,000 cases and controls using the multivariate sMiST as well as univariately via examination of marginal association with colorectal cancer risk. RESULTS Of the 142 known colorectal cancer GWAS loci, 47 were identified as meQTLs. We identified four novel colorectal cancer-associated loci (NID2, ATXN10, KLHDC10, and CEP41) that reside over 1 Mb outside of known colorectal cancer loci and 10 secondary signals within 1 Mb of known loci. CONCLUSIONS Leveraging information of DNAm regulation into genetic association of colorectal cancer risk reveals novel pathways in colorectal cancer tumorigenesis. Our summary statistics-based framework sMiST provides a powerful approach by combining information from the effect through methylation and residual direct effects of the meQTLs on disease risk. Further validation and functional follow-up of these novel pathways are needed. IMPACT Using genotype, DNAm, and GWAS, we identified four new colorectal cancer risk loci. We studied the landscape of genetic regulation of DNAm via single-SNP and multi-SNP meQTL analyses.
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Affiliation(s)
- Richard Barfield
- Department of Biostatistics and Bioinformatics, Duke University, Durham NC USA
| | - Jeroen R Huyghe
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Mathieu Lemire
- Neurosciences & Mental Health Program, Hospital for Sick Children, Toronto, ON, Canada
| | - Xinyuan Dong
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- Department of Biostatistics, University of Washington, Seattle, Washington, USA
| | - Yu-Ru Su
- Biostatistics Unit, Kaiser Permanente Washington Health Research Institute, Seattle, Washington
| | - Stefanie Brezina
- Institute of Cancer Research, Department of Medicine I, Medical University Vienna, Vienna, Austria
| | - Daniel D Buchanan
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria 3010 Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Victoria 3010 Australia
- Genomic Medicine and Family Cancer Clinic, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - 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, California, USA
| | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Marios Giannakis
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Andrea Gsur
- Institute of Cancer Research, Department of Medicine I, Medical University Vienna, Vienna, Austria
| | - Marc J Gunter
- International Agency for Research on Cancer (IARC/WHO), Nutrition and Metabolism Branch, Lyon, France
| | - Heather Hampel
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Tabitha A Harrison
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - 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
| | - Christopher I Li
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Victor Moreno
- Oncology Data Analytics Program, Catalan Institute of Oncology-IDIBELL, L’Hospitalet de Llobregat, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
- ONCOBEL Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- School of Public Health, University of Washington, Seattle, Washington, USA
| | - Rish K Pai
- Department of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Scottsdale, Arizona, USA
| | - Paul D P Pharoah
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Amanda I Phipps
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - Conghui Qu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Robert S Steinfelder
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Wei Sun
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- Department of Biostatistics, University of Washington, Seattle, Washington, USA
- Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Aung Ko Win
- Department of Epidemiology, School of Public Health and Institute of Health and Environment, Seoul National University, Seoul, South Korea
| | - Syed H Zaidi
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Peter T Campbell
- Department of Population Science, American Cancer Society, Atlanta, Georgia, USA
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- Department of Biostatistics, University of Washington, Seattle, Washington, USA
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14
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Archambault AN, Jeon J, Lin Y, Thomas M, Harrison TA, Bishop DT, Brenner H, Casey G, Chan AT, Chang-Claude J, Figueiredo JC, Gallinger S, Gruber SB, Gunter MJ, Guo F, Hoffmeister M, Jenkins MA, Keku TO, Le Marchand L, Li L, Moreno V, Newcomb PA, Pai R, Parfrey PS, Rennert G, Sakoda LC, Lee JK, Slattery ML, Song M, Win AK, Woods MO, Murphy N, Campbell PT, Su YR, Lansdorp-Vogelaar I, Peterse EFP, Cao Y, Zeleniuch-Jacquotte A, Liang PS, Du M, Corley DA, Hsu L, Peters U, Hayes RB. Risk Stratification for Early-Onset Colorectal Cancer Using a Combination of Genetic and Environmental Risk Scores: An International Multi-Center Study. J Natl Cancer Inst 2022; 114:528-539. [PMID: 35026030 PMCID: PMC9002285 DOI: 10.1093/jnci/djac003] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [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: 06/02/2021] [Revised: 10/04/2021] [Accepted: 01/06/2022] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND The incidence of colorectal cancer (CRC) among individuals aged younger than 50 years has been increasing. As screening guidelines lower the recommended age of screening initiation, concerns including the burden on screening capacity and costs have been recognized, suggesting that an individualized approach may be warranted. We developed risk prediction models for early-onset CRC that incorporate an environmental risk score (ERS), including 16 lifestyle and environmental factors, and a polygenic risk score (PRS) of 141 variants. METHODS Relying on risk score weights for ERS and PRS derived from studies of CRC at all ages, we evaluated risks for early-onset CRC in 3486 cases and 3890 controls aged younger than 50 years. Relative and absolute risks for early-onset CRC were assessed according to values of the ERS and PRS. The discriminatory performance of these scores was estimated using the covariate-adjusted area under the receiver operating characteristic curve. RESULTS Increasing values of ERS and PRS were associated with increasing relative risks for early-onset CRC (odds ratio per SD of ERS = 1.14, 95% confidence interval [CI] = 1.08 to 1.20; odds ratio per SD of PRS = 1.59, 95% CI = 1.51 to 1.68), both contributing to case-control discrimination (area under the curve = 0.631, 95% CI = 0.615 to 0.647). Based on absolute risks, we can expect 26 excess cases per 10 000 men and 21 per 10 000 women among those scoring at the 90th percentile for both risk scores. CONCLUSIONS Personal risk scores have the potential to identify individuals at differential relative and absolute risk for early-onset CRC. Improved discrimination may aid in targeted CRC screening of younger, high-risk individuals, potentially improving outcomes.
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Affiliation(s)
- Alexi N Archambault
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY, USA
| | - Jihyoun Jeon
- Department of Epidemiology, University of Michigan, Ann Arbor, MI, USA
| | - Yi Lin
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Minta Thomas
- 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
| | - D Timothy Bishop
- Leeds Institute of Medical Research, St. James’s University of Leeds, Leeds, UK
| | - 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
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Andrew T Chan
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, 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
- University Medical Centre Hamburg-Eppendorf, University Cancer Centre Hamburg (UCCH), Hamburg, Germany
| | - 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
| | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, ON, Canada
| | - Stephen B Gruber
- Center for Precision Medicine, City of Hope National Medical Center, Duarte, CA, USA
| | - Marc J Gunter
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Feng Guo
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Temitope O Keku
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, NC, USA
| | - Loïc Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Li Li
- Department of Family Medicine, University of Virginia, Charlottesville, VA, USA
| | - Victor Moreno
- Oncology Data Analytics Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
- ONCOBEL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- School of Public Health, University of Washington, Seattle, WA, USA
| | - Rish Pai
- Department of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | | | - 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
| | - 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
| | - Jeffrey K Lee
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Martha L Slattery
- Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Mingyang Song
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, MA, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Michael O Woods
- Discipline of Genetics, Memorial University of Newfoundland, St John’s, NL, Canada
| | - Neil Murphy
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Peter T Campbell
- Department of Population Science, American Cancer Society, Atlanta, GA, USA
| | - Yu-Ru Su
- Biostatistics Unit, Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Iris Lansdorp-Vogelaar
- Department of Public Health, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Elisabeth F P Peterse
- Department of Public Health, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Yin Cao
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St Louis, MO, USA
- Washington University School of Medicine, Alvin J. Siteman Cancer Center, St Louis, MO, USA
- Division of Gastroenterology, Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
| | - Anne Zeleniuch-Jacquotte
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY, USA
| | - Peter S Liang
- Department of Medicine, New York University School of Medicine, New York, NY, USA
| | - Mengmeng Du
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Douglas A Corley
- Division of Research, Kaiser Permanente Northern California, Oakland, 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 School of Public Health, Seattle, WA, USA
| | - Richard B Hayes
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY, USA
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15
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Zou Q, Wang X, Ren D, Hu B, Tang G, Zhang Y, Huang M, Pai RK, Buchanan DD, Win AK, Newcomb PA, Grady WM, Yu H, Luo Y. DNA methylation-based signature of CD8+ tumor-infiltrating lymphocytes enables evaluation of immune response and prognosis in colorectal cancer. J Immunother Cancer 2021; 9:jitc-2021-002671. [PMID: 34548385 PMCID: PMC8458312 DOI: 10.1136/jitc-2021-002671] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/11/2021] [Indexed: 01/12/2023] Open
Abstract
Background Tumor-infiltrating lymphocytes (TILs), especially CD8+ TILs, can be used for predicting immunotherapy responsiveness and survival outcome. However, the evaluation of CD8+ TILs currently relies on histopathological methodology with high variability. We therefore aimed to develop a DNA methylation signature for CD8+ TILs (CD8+ MeTIL) that could evaluate immune response and prognosis in colorectal cancer (CRC). Methods A CD8+ MeTIL signature score was constructed by using CD8+ T cell-specific differentially methylated positions (DMPs) that were identified from Illumina EPIC methylation arrays. Immune cells, colon epithelial cells, and two CRC cohorts (n=282 and 335) were used to develop a PCR-based assay for quantitative analysis of DNA methylation at single-base resolution (QASM) to determine CD8 + MeTIL signature score. Results Three CD8+ T cell-specific DMPs were identified to construct the CD8+ MeTIL signature score, which showed a dramatic discriminability between CD8+ T cells and other cells. The QASM assay we developed for CD8+ MeTIL markers could measure CD8+ TILs distributions in a fully quantitative, accurate, and simple manner. The CD8+ MeTIL score determined by QASM assay showed a strong association with histopathology-based CD8+ TIL counts and a gene expression-based immune marker. Furthermore, the low CD8+ MeTIL score (enriched CD8+ TILs) was associated with MSI-H tumors and predicted better survival in CRC cohorts. Conclusions This study developed a quantitative DNA methylation-based signature that was reliable to evaluate CD8+ TILs and prognosis in CRC. This approach has the potential to be a tool for investigations on CD8+ TILs and a biomarker for therapeutic approaches, including immunotherapy.
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Affiliation(s)
- Qi Zou
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Department of Colorectal and Anal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiaolin Wang
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Donglin Ren
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Department of Colorectal and Anal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Bang Hu
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Department of Colorectal and Anal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Guannan Tang
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yu Zhang
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Meijin Huang
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Rish K Pai
- Department of laboratory Medicine and Pathology, Mayo Clinic Arizona, Scottsdale, Arizona, USA
| | - 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 Familial Cancer Centre, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Polly A Newcomb
- Department of Epidemiology, University of Washington School of Public Health, Seattle, Washington, USA.,Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - William M Grady
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.,Department of Medicine, University of Washington School of Medicine, Seattle, Washington, USA
| | - Huichuan Yu
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yanxin Luo
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China .,Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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16
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Gemechu S, van Vliet CM, Win AK, Figueiredo JC, Marchand LL, Gallinger S, Newcomb PA, Hopper JL, Lindor NM, Jenkins MA, Dowty JG. 32Do the risks of Lynch syndrome-related cancers depend on the parent-of-origin of the mutation? Int J Epidemiol 2021. [DOI: 10.1093/ije/dyab168.214] [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: 11/13/2022] Open
Abstract
Abstract
Background
Individuals who carry pathogenic mutations in DNA mismatch repair (MMR) genes have high risks of cancer, and small studies have suggested that these risks depend on the sex of the parent from whom the mutation was inherited. We have conducted the first large study of such a parent-of-origin effect (POE).
Methods
Our study was based on all MMR gene mutation carriers and their relatives in the Colon Cancer Family Registry, comprising 18,226 people. The POE was estimated as a hazard ratio (HR) using a segregation analysis approach that adjusted for ascertainment. HR = 1 corresponds to no POE and HR > 1 corresponds to higher risks for maternal mutations.
Results
For all MMR genes combined, the estimated POE HRs were 1.02 (95% confidence interval (CI) 0.75-1.39, p = 0.9) for male colorectal cancer, 1.12 (95% CI 0.81-1.54, p = 0.5) for female colorectal cancer and 0.84 (95% CI 0.52-1.36, p = 0.5) for endometrial cancer. Separate results for each MMR gene were similar.
Conclusions
Despite being well-powered, our study did not find any evidence that cancer risks for MMR gene mutation carriers depend on the parent-of-origin of the mutation. Based on current evidence, we don’t recommend that POEs be incorporated into the clinical guidelines or advice for such carriers.
Key messages
MMR gene mutations inherited from the maternal and paternal side confer similar risks of developing colorectal and endometrial cancer.
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Affiliation(s)
- Shimelis Gemechu
- Centre for Epidemiology and Biostatistics, University of Melbourne, Melbourne, Australia
| | - Christine M. van Vliet
- Centre for Epidemiology and Biostatistics, University of Melbourne, Melbourne, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, University of Melbourne, Melbourne, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, Australia
- Genetic Medicine, Royal Melbourne Hospital, Melbourne, Australia
| | - Jane C. Figueiredo
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center,, Los Angeles, USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | | | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Canada
| | - Polly A. Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, USA
- School of Public Health, University of Washington, Seattle, USA
| | - John L. Hopper
- Centre for Epidemiology and Biostatistics, University of Melbourne, Melbourne, Australia
| | - Noralane M. Lindor
- Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, USA
| | - Mark A. Jenkins
- Centre for Epidemiology and Biostatistics, University of Melbourne, Melbourne, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, Australia
| | - James G. Dowty
- Centre for Epidemiology and Biostatistics, University of Melbourne, Melbourne, Australia
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17
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Dominguez-Valentin M, Plazzer JP, Sampson JR, Engel C, Aretz S, Jenkins MA, Sunde L, Bernstein I, Capella G, Balaguer F, Macrae F, Winship IM, Thomas H, Evans DG, Burn J, Greenblatt M, de Vos tot Nederveen Cappel WH, Sijmons RH, Nielsen M, Bertario L, Bonanni B, Tibiletti MG, Cavestro GM, Lindblom A, Valle AD, Lopez-Kostner F, Alvarez K, Gluck N, Katz L, Heinimann K, Vaccaro CA, Nakken S, Hovig E, Green K, Lalloo F, Hill J, Vasen HFA, Perne C, Büttner R, Görgens H, Holinski-Feder E, Morak M, Holzapfel S, Hüneburg R, von Knebel Doeberitz M, Loeffler M, Rahner N, Weitz J, Steinke-Lange V, Schmiegel W, Vangala D, Crosbie EJ, Pineda M, Navarro M, Brunet J, Moreira L, Sánchez A, Serra-Burriel M, Mints M, Kariv R, Rosner G, Piñero TA, Pavicic WH, Kalfayan P, Broeke SWT, Mecklin JP, Pylvänäinen K, Renkonen-Sinisalo L, Lepistö A, Peltomäki P, Hopper JL, Win AK, Buchanan DD, Lindor NM, Gallinger S, Marchand LL, Newcomb PA, Figueiredo JC, Thibodeau SN, Therkildsen C, Hansen TVO, Lindberg L, Rødland EA, Neffa F, Esperon P, Tjandra D, Möslein G, Seppälä TT, Møller P. No Difference in Penetrance between Truncating and Missense/Aberrant Splicing Pathogenic Variants in MLH1 and MSH2: A Prospective Lynch Syndrome Database Study. J Clin Med 2021; 10:jcm10132856. [PMID: 34203177 PMCID: PMC8269121 DOI: 10.3390/jcm10132856] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 06/15/2021] [Accepted: 06/16/2021] [Indexed: 12/31/2022] Open
Abstract
Background. Lynch syndrome is the most common genetic predisposition for hereditary cancer. Carriers of pathogenic changes in mismatch repair (MMR) genes have an increased risk of developing colorectal (CRC), endometrial, ovarian, urinary tract, prostate, and other cancers, depending on which gene is malfunctioning. In Lynch syndrome, differences in cancer incidence (penetrance) according to the gene involved have led to the stratification of cancer surveillance. By contrast, any differences in penetrance determined by the type of pathogenic variant remain unknown. Objective. To determine cumulative incidences of cancer in carriers of truncating and missense or aberrant splicing pathogenic variants of the MLH1 and MSH2 genes. Methods. Carriers of pathogenic variants of MLH1 (path_MLH1) and MSH2 (path_MSH2) genes filed in the Prospective Lynch Syndrome Database (PLSD) were categorized as truncating or missense/aberrant splicing according to the InSiGHT criteria for pathogenicity. Results. Among 5199 carriers, 1045 had missense or aberrant splicing variants, and 3930 had truncating variants. Prospective observation years for the two groups were 8205 and 34,141 years, respectively, after which there were no significant differences in incidences for cancer overall or for colorectal cancer or endometrial cancers separately. Conclusion. Truncating and missense or aberrant splicing pathogenic variants were associated with similar average cumulative incidences of cancer in carriers of path MLH1 and path_MSH2.
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Affiliation(s)
- Mev Dominguez-Valentin
- Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379 Oslo, Norway; (S.N.); (E.H.); (E.A.R.); (P.M.)
- European Hereditary Tumour Group (EHTG), c/o Lindsays, Caledonian Exchange 19A Canning Street, Edinburgh EH3 8HE, UK; (J.R.S.); (C.E.); (G.C.); (J.B.); (R.H.S.); (J.-P.M.); (G.M.); (T.T.S.)
- The International Society for Gastrointestinal Hereditary Tumours (InSiGHT), The Polyposis Registry, St Mark’s Hospital, Watford Road, Harrow, Middlesex HA1 3UJ, UK; (J.-P.P.); (F.M.); (E.H.-F.)
- Correspondence:
| | - John-Paul Plazzer
- The International Society for Gastrointestinal Hereditary Tumours (InSiGHT), The Polyposis Registry, St Mark’s Hospital, Watford Road, Harrow, Middlesex HA1 3UJ, UK; (J.-P.P.); (F.M.); (E.H.-F.)
- Department of Medicine, Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, VIC 3050, Australia;
| | - Julian R. Sampson
- European Hereditary Tumour Group (EHTG), c/o Lindsays, Caledonian Exchange 19A Canning Street, Edinburgh EH3 8HE, UK; (J.R.S.); (C.E.); (G.C.); (J.B.); (R.H.S.); (J.-P.M.); (G.M.); (T.T.S.)
- Institute of Medical Genetics, Division of Cancer and Genetics, Cardiff University School of Medicine, Heath Park, Cardiff CF14 4XN, UK
| | - Christoph Engel
- European Hereditary Tumour Group (EHTG), c/o Lindsays, Caledonian Exchange 19A Canning Street, Edinburgh EH3 8HE, UK; (J.R.S.); (C.E.); (G.C.); (J.B.); (R.H.S.); (J.-P.M.); (G.M.); (T.T.S.)
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, 04107 Leipzig, Germany;
| | - Stefan Aretz
- Institute of Human Genetics, National Center for Hereditary Tumor Syndromes, Medical Faculty, University Hospital Bonn, University of Bonn, 53127 Bonn, Germany; (S.A.); (C.P.); (S.H.)
| | - Mark A. Jenkins
- Melbourne School of Population and Global Health, Centre for Epidemiology and Biostatistics, The University of Melbourne, Parkville, VIC 3010, Australia; (M.A.J.); (J.L.H.); (A.K.W.)
| | - Lone Sunde
- Department of Clinical Genetics, Aalborg University Hospital, 9000 Aalborg, Denmark;
- Department of Biomedicine, Aarhus University, DK-8000 Aarhus, Denmark
| | - Inge Bernstein
- Department of Surgical Gastroenterology, Aalborg University Hospital, Aalborg University, 9100 Aalborg, Denmark;
- Department of Clinical Medicine, Aalborg University Hospital, Aalborg University, 9100 Aalborg, Denmark
| | - Gabriel Capella
- European Hereditary Tumour Group (EHTG), c/o Lindsays, Caledonian Exchange 19A Canning Street, Edinburgh EH3 8HE, UK; (J.R.S.); (C.E.); (G.C.); (J.B.); (R.H.S.); (J.-P.M.); (G.M.); (T.T.S.)
- The International Society for Gastrointestinal Hereditary Tumours (InSiGHT), The Polyposis Registry, St Mark’s Hospital, Watford Road, Harrow, Middlesex HA1 3UJ, UK; (J.-P.P.); (F.M.); (E.H.-F.)
- Hereditary Cancer Program, Institut Català d’Oncologia-IDIBELL, L, Hospitalet de Llobregat, 08908 Barcelona, Spain; (M.P.); (M.N.); (J.B.)
| | - Francesc Balaguer
- Gastroenterology Department, Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Institut d’Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, 08036 Barcelona, Spain; (F.B.); (L.M.); (A.S.)
| | - Finlay Macrae
- The International Society for Gastrointestinal Hereditary Tumours (InSiGHT), The Polyposis Registry, St Mark’s Hospital, Watford Road, Harrow, Middlesex HA1 3UJ, UK; (J.-P.P.); (F.M.); (E.H.-F.)
- Department of Medicine, Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, VIC 3050, Australia;
| | - Ingrid M. Winship
- Department of Genomic Medicine, Royal Melbourne Hospital, University of Melbourne, Melbourne, VIC 3052, Australia;
- Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Melbourne, VIC 3052, Australia
| | - Huw Thomas
- Department of Surgery and Cancer, St Mark’s Hospital, Imperial College London, London HA1 3UJ, UK;
| | - Dafydd Gareth Evans
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK; (D.G.E.); (K.G.); (F.L.)
| | - John Burn
- European Hereditary Tumour Group (EHTG), c/o Lindsays, Caledonian Exchange 19A Canning Street, Edinburgh EH3 8HE, UK; (J.R.S.); (C.E.); (G.C.); (J.B.); (R.H.S.); (J.-P.M.); (G.M.); (T.T.S.)
- The International Society for Gastrointestinal Hereditary Tumours (InSiGHT), The Polyposis Registry, St Mark’s Hospital, Watford Road, Harrow, Middlesex HA1 3UJ, UK; (J.-P.P.); (F.M.); (E.H.-F.)
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Marc Greenblatt
- Larner College of Medicine, University of Vermont, Burlington, VT 05405, USA;
| | | | - Rolf H. Sijmons
- European Hereditary Tumour Group (EHTG), c/o Lindsays, Caledonian Exchange 19A Canning Street, Edinburgh EH3 8HE, UK; (J.R.S.); (C.E.); (G.C.); (J.B.); (R.H.S.); (J.-P.M.); (G.M.); (T.T.S.)
- The International Society for Gastrointestinal Hereditary Tumours (InSiGHT), The Polyposis Registry, St Mark’s Hospital, Watford Road, Harrow, Middlesex HA1 3UJ, UK; (J.-P.P.); (F.M.); (E.H.-F.)
- Department of Genetics, University Medical Center Groningen, University of Groningen, 9713GZ Groningen, The Netherlands
| | - Maartje Nielsen
- Department of Clinical Genetics, Leids Universitair Medisch Centrum, 2300RC Leiden, The Netherlands; (M.N.); (S.W.t.B.)
| | - Lucio Bertario
- Division of Cancer Prevention and Genetics, IEO, European Institute of Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, IRCCS, 20141 Milan, Italy;
| | - Bernardo Bonanni
- Division of Cancer Prevention and Genetics, IEO, European Institute of Oncology, IRCCS, 20141 Milan, Italy;
| | - Maria Grazia Tibiletti
- Ospedale di Circolo ASST Settelaghi, Centro di Ricerca Tumori Eredo-Familiari, Università dell’Insubria, 21100 Varese, Italy;
| | - Giulia Martina Cavestro
- Gastroenterology and Gastrointestinal Endoscopy Unit, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, 20132 Milan, Italy;
| | - Annika Lindblom
- Department of Molecular Medicine and Surgery, Karolinska Institutet, 171 76 Stockholm, Sweden;
| | - Adriana Della Valle
- Grupo Colaborativo Uruguayo, Investigación de Afecciones Oncológicas Hereditarias (GCU), Hospital Fuerzas Armadas, Montevideo 11600, Uruguay; (A.D.V.); (F.N.); (P.E.)
| | - Francisco Lopez-Kostner
- Programa Cáncer Heredo Familiar, Clínica Universidad de los Andes, Santiago 7550000, Chile; (F.L.-K.); (K.A.)
| | - Karin Alvarez
- Programa Cáncer Heredo Familiar, Clínica Universidad de los Andes, Santiago 7550000, Chile; (F.L.-K.); (K.A.)
| | - Nathan Gluck
- Department of Gastroenterology, Sackler Faculty of Medicine, Tel-Aviv Sourasky Medical Center, Tel-Aviv University, Tel-Aviv 64259, Israel; (N.G.); (R.K.); (G.R.)
| | - Lior Katz
- The Department of Gastroenterology, Gastro-Oncology Unit, High Risk and GI Cancer Prevention Clinic, Sheba Medical Center, Sheba 91120, Israel;
| | - Karl Heinimann
- Medical Genetics, Institute for Medical Genetics and Pathology, University Hospital Basel, 4031 Basel, Switzerland;
| | - Carlos A. Vaccaro
- Hereditary Cancer Program (PROCANHE), Hospital Italiano de Buenos Aires, Buenos Aires C1199ABB, Argentina; (C.A.V.); (T.A.P.); (W.H.P.); (P.K.)
- Instituto de Medicina Traslacional e Ingenieria Biomedica (IMTIB), CONICET IU, Hospital Italiano de Buenos Aires, Buenos Aires C1199ABB, Argentina
| | - Sigve Nakken
- Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379 Oslo, Norway; (S.N.); (E.H.); (E.A.R.); (P.M.)
- Centre for Cancer Cell Reprogramming (CanCell), Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, 4950 Oslo, Norway
| | - Eivind Hovig
- Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379 Oslo, Norway; (S.N.); (E.H.); (E.A.R.); (P.M.)
- Department of Informatics, Centre for Bioinformatics, University of Oslo, 0316 Oslo, Norway
| | - Kate Green
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK; (D.G.E.); (K.G.); (F.L.)
| | - Fiona Lalloo
- Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK; (D.G.E.); (K.G.); (F.L.)
| | - James Hill
- Department of Surgery, Central Manchester University Hospitals NHS, Foundation Trust, University of Manchester, London M13 9WL, UK;
| | - Hans F. A. Vasen
- Department of Gastroenterology and Hepatology, Leiden University Medical Centre, 2333 Leiden, The Netherlands;
| | - Claudia Perne
- Institute of Human Genetics, National Center for Hereditary Tumor Syndromes, Medical Faculty, University Hospital Bonn, University of Bonn, 53127 Bonn, Germany; (S.A.); (C.P.); (S.H.)
| | - Reinhard Büttner
- Institute of Pathology, University of Cologne, 50937 Cologne, Germany;
| | - Heike Görgens
- Department of Surgery, Technische Universität Dresden, 01062 Dresden, Germany; (H.G.); (J.W.)
| | - Elke Holinski-Feder
- The International Society for Gastrointestinal Hereditary Tumours (InSiGHT), The Polyposis Registry, St Mark’s Hospital, Watford Road, Harrow, Middlesex HA1 3UJ, UK; (J.-P.P.); (F.M.); (E.H.-F.)
- Campus Innenstadt, Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, 80336 Munich, Germany; (M.M.); (V.S.-L.)
- Center of Medical Genetics, 80335 Munich, Germany
| | - Monika Morak
- Campus Innenstadt, Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, 80336 Munich, Germany; (M.M.); (V.S.-L.)
- Center of Medical Genetics, 80335 Munich, Germany
| | - Stefanie Holzapfel
- Institute of Human Genetics, National Center for Hereditary Tumor Syndromes, Medical Faculty, University Hospital Bonn, University of Bonn, 53127 Bonn, Germany; (S.A.); (C.P.); (S.H.)
| | - Robert Hüneburg
- Department of Internal Medicine, University Hospital Bonn, 53127 Bonn, Germany;
| | - Magnus von Knebel Doeberitz
- Department of Applied Tumour Biology, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany;
- Cooperation Unit Applied Tumour Biology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Markus Loeffler
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, 04107 Leipzig, Germany;
| | - Nils Rahner
- Medical School, Institute of Human Genetics, Heinrich-Heine-University, 40225 Dusseldorf, Germany;
| | - Jürgen Weitz
- Department of Surgery, Technische Universität Dresden, 01062 Dresden, Germany; (H.G.); (J.W.)
| | - Verena Steinke-Lange
- Campus Innenstadt, Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, 80336 Munich, Germany; (M.M.); (V.S.-L.)
- Center of Medical Genetics, 80335 Munich, Germany
| | - Wolff Schmiegel
- Department of Medicine, Knappschaftskrankenhaus, Ruhr-University Bochum, D-44789 Bochum, Germany; (W.S.); (D.V.)
| | - Deepak Vangala
- Department of Medicine, Knappschaftskrankenhaus, Ruhr-University Bochum, D-44789 Bochum, Germany; (W.S.); (D.V.)
| | - Emma J. Crosbie
- Gynaecological Oncology Research Group, Manchester University NHS Foundation Trust, Manchester, UK and Division of Cancer Sciences, University of Manchester, Manchester M20 4GJ, UK;
| | - Marta Pineda
- Hereditary Cancer Program, Institut Català d’Oncologia-IDIBELL, L, Hospitalet de Llobregat, 08908 Barcelona, Spain; (M.P.); (M.N.); (J.B.)
| | - Matilde Navarro
- Hereditary Cancer Program, Institut Català d’Oncologia-IDIBELL, L, Hospitalet de Llobregat, 08908 Barcelona, Spain; (M.P.); (M.N.); (J.B.)
| | - Joan Brunet
- Hereditary Cancer Program, Institut Català d’Oncologia-IDIBELL, L, Hospitalet de Llobregat, 08908 Barcelona, Spain; (M.P.); (M.N.); (J.B.)
| | - Leticia Moreira
- Gastroenterology Department, Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Institut d’Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, 08036 Barcelona, Spain; (F.B.); (L.M.); (A.S.)
| | - Ariadna Sánchez
- Gastroenterology Department, Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Institut d’Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, 08036 Barcelona, Spain; (F.B.); (L.M.); (A.S.)
| | - Miquel Serra-Burriel
- Centre de Recerca en Economia i Salut (CRES-UPF), Universitat de Barcelona, 08002 Barcelona, Spain;
| | - Miriam Mints
- Division of Obstetrics and Gyneacology, Department of Women’s and Children’s Health, Karolinska Institutet, Karolinska University Hospital, Solna, 171 77 Stockholm, Sweden;
| | - Revital Kariv
- Department of Gastroenterology, Sackler Faculty of Medicine, Tel-Aviv Sourasky Medical Center, Tel-Aviv University, Tel-Aviv 64259, Israel; (N.G.); (R.K.); (G.R.)
| | - Guy Rosner
- Department of Gastroenterology, Sackler Faculty of Medicine, Tel-Aviv Sourasky Medical Center, Tel-Aviv University, Tel-Aviv 64259, Israel; (N.G.); (R.K.); (G.R.)
| | - Tamara Alejandra Piñero
- Hereditary Cancer Program (PROCANHE), Hospital Italiano de Buenos Aires, Buenos Aires C1199ABB, Argentina; (C.A.V.); (T.A.P.); (W.H.P.); (P.K.)
- Instituto de Medicina Traslacional e Ingenieria Biomedica (IMTIB), CONICET IU, Hospital Italiano de Buenos Aires, Buenos Aires C1199ABB, Argentina
| | - Walter Hernán Pavicic
- Hereditary Cancer Program (PROCANHE), Hospital Italiano de Buenos Aires, Buenos Aires C1199ABB, Argentina; (C.A.V.); (T.A.P.); (W.H.P.); (P.K.)
- Instituto de Medicina Traslacional e Ingenieria Biomedica (IMTIB), CONICET IU, Hospital Italiano de Buenos Aires, Buenos Aires C1199ABB, Argentina
| | - Pablo Kalfayan
- Hereditary Cancer Program (PROCANHE), Hospital Italiano de Buenos Aires, Buenos Aires C1199ABB, Argentina; (C.A.V.); (T.A.P.); (W.H.P.); (P.K.)
| | - Sanne W. ten Broeke
- Department of Clinical Genetics, Leids Universitair Medisch Centrum, 2300RC Leiden, The Netherlands; (M.N.); (S.W.t.B.)
| | - Jukka-Pekka Mecklin
- European Hereditary Tumour Group (EHTG), c/o Lindsays, Caledonian Exchange 19A Canning Street, Edinburgh EH3 8HE, UK; (J.R.S.); (C.E.); (G.C.); (J.B.); (R.H.S.); (J.-P.M.); (G.M.); (T.T.S.)
- The International Society for Gastrointestinal Hereditary Tumours (InSiGHT), The Polyposis Registry, St Mark’s Hospital, Watford Road, Harrow, Middlesex HA1 3UJ, UK; (J.-P.P.); (F.M.); (E.H.-F.)
- Departments of Surgery, Central Finland Hospital Nova, University of Jyväskylä, 40620 Jyväskylä, Finland
| | - Kirsi Pylvänäinen
- Department of Education and Science, Sport and Health Sciences, Central Finland Hospital Nova, University of Jyväskylä, FI-40014 Jyväskylä, Finland;
| | - Laura Renkonen-Sinisalo
- Applied Tumour Genomics Research Program, University of Helsinki, 00014 Helsinki, Finland; (L.R.-S.); (A.L.)
- Department of Gastrointestinal Surgery, Helsinki University Central Hospital, University of Helsinki, 00280 Helsinki, Finland
| | - Anna Lepistö
- Applied Tumour Genomics Research Program, University of Helsinki, 00014 Helsinki, Finland; (L.R.-S.); (A.L.)
- Department of Gastrointestinal Surgery, Helsinki University Central Hospital, University of Helsinki, 00280 Helsinki, Finland
| | - Päivi Peltomäki
- Department of Medical and Clinical Genetics, University of Helsinki, 00014 Helsinki, Finland;
| | - John L. Hopper
- Melbourne School of Population and Global Health, Centre for Epidemiology and Biostatistics, The University of Melbourne, Parkville, VIC 3010, Australia; (M.A.J.); (J.L.H.); (A.K.W.)
| | - Aung Ko Win
- Melbourne School of Population and Global Health, Centre for Epidemiology and Biostatistics, The University of Melbourne, Parkville, VIC 3010, Australia; (M.A.J.); (J.L.H.); (A.K.W.)
| | - Daniel D. Buchanan
- Centre for Cancer Research, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, 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
| | - Noralane M. Lindor
- Department of Health Science Research, Mayo Clinic Arizona, Phoenix, AZ 85054, USA;
| | - Steven Gallinger
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, ON M5G 1X5, Canada;
| | | | - Polly A. Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109-1024, USA;
| | | | - Stephen N. Thibodeau
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, USA;
| | - Christina Therkildsen
- The Danish HNPCC Register, Clinical Research Centre, Copenhagen University Hospital, 2560 Hvidovre, Denmark;
| | - Thomas V. O. Hansen
- Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, 2100 Copenhagen, Denmark;
| | - Lars Lindberg
- Gastro Unit, Copenhagen University Hospital, 2560 Hvidovre, Denmark;
| | - Einar Andreas Rødland
- Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379 Oslo, Norway; (S.N.); (E.H.); (E.A.R.); (P.M.)
| | - Florencia Neffa
- Grupo Colaborativo Uruguayo, Investigación de Afecciones Oncológicas Hereditarias (GCU), Hospital Fuerzas Armadas, Montevideo 11600, Uruguay; (A.D.V.); (F.N.); (P.E.)
| | - Patricia Esperon
- Grupo Colaborativo Uruguayo, Investigación de Afecciones Oncológicas Hereditarias (GCU), Hospital Fuerzas Armadas, Montevideo 11600, Uruguay; (A.D.V.); (F.N.); (P.E.)
| | - Douglas Tjandra
- Department of Medicine, Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, VIC 3050, Australia;
- Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Melbourne, VIC 3052, Australia
| | - Gabriela Möslein
- European Hereditary Tumour Group (EHTG), c/o Lindsays, Caledonian Exchange 19A Canning Street, Edinburgh EH3 8HE, UK; (J.R.S.); (C.E.); (G.C.); (J.B.); (R.H.S.); (J.-P.M.); (G.M.); (T.T.S.)
- The International Society for Gastrointestinal Hereditary Tumours (InSiGHT), The Polyposis Registry, St Mark’s Hospital, Watford Road, Harrow, Middlesex HA1 3UJ, UK; (J.-P.P.); (F.M.); (E.H.-F.)
- Surgical Center for Hereditary Tumors, Ev. Bethesda Khs Duisburg, University Witten-Herdecke, 58448 Herdecke, Germany
| | - Toni T. Seppälä
- European Hereditary Tumour Group (EHTG), c/o Lindsays, Caledonian Exchange 19A Canning Street, Edinburgh EH3 8HE, UK; (J.R.S.); (C.E.); (G.C.); (J.B.); (R.H.S.); (J.-P.M.); (G.M.); (T.T.S.)
- The International Society for Gastrointestinal Hereditary Tumours (InSiGHT), The Polyposis Registry, St Mark’s Hospital, Watford Road, Harrow, Middlesex HA1 3UJ, UK; (J.-P.P.); (F.M.); (E.H.-F.)
- Department of Gastrointestinal Surgery, Helsinki University Central Hospital, University of Helsinki, 00280 Helsinki, Finland
- Department of Surgical Oncology, Johns Hopkins Hospital, Baltimore, MA 21287, USA
| | - Pål Møller
- Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, 0379 Oslo, Norway; (S.N.); (E.H.); (E.A.R.); (P.M.)
- European Hereditary Tumour Group (EHTG), c/o Lindsays, Caledonian Exchange 19A Canning Street, Edinburgh EH3 8HE, UK; (J.R.S.); (C.E.); (G.C.); (J.B.); (R.H.S.); (J.-P.M.); (G.M.); (T.T.S.)
- The International Society for Gastrointestinal Hereditary Tumours (InSiGHT), The Polyposis Registry, St Mark’s Hospital, Watford Road, Harrow, Middlesex HA1 3UJ, UK; (J.-P.P.); (F.M.); (E.H.-F.)
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18
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Archambault AN, Lin Y, Jeon J, Harrison TA, Bishop DT, Brenner H, Casey G, Chan AT, Chang-Claude J, Figueiredo JC, Gallinger S, Gruber SB, Gunter MJ, Hoffmeister M, Jenkins MA, Keku TO, Marchand LL, Li L, Moreno V, Newcomb PA, Pai R, Parfrey PS, Rennert G, Sakoda LC, Sandler RS, Slattery ML, Song M, Win AK, Woods MO, Murphy N, Campbell PT, Su YR, Zeleniuch-Jacquotte A, Liang PS, Du M, Hsu L, Peters U, Hayes RB. Nongenetic Determinants of Risk for Early-Onset Colorectal Cancer. JNCI Cancer Spectr 2021; 5:pkab029. [PMID: 34041438 PMCID: PMC8134523 DOI: 10.1093/jncics/pkab029] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [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: 12/15/2020] [Revised: 01/12/2021] [Accepted: 01/27/2021] [Indexed: 12/31/2022] Open
Abstract
Background Incidence of early-onset (younger than 50 years of age) colorectal cancer (CRC) is increasing in many countries. Thus, elucidating the role of traditional CRC risk factors in early-onset CRC is a high priority. We sought to determine whether risk factors associated with late-onset CRC were also linked to early-onset CRC and whether association patterns differed by anatomic subsite. Methods Using data pooled from 13 population-based studies, we studied 3767 CRC cases and 4049 controls aged younger than 50 years and 23 437 CRC cases and 35 311 controls aged 50 years and older. Using multivariable and multinomial logistic regression, we estimated odds ratios (ORs) and 95% confidence intervals (CIs) to assess the association between risk factors and early-onset CRC and by anatomic subsite. Results Early-onset CRC was associated with not regularly using nonsteroidal anti-inflammatory drugs (OR = 1.43, 95% CI = 1.21 to 1.68), greater red meat intake (OR = 1.10, 95% CI = 1.04 to 1.16), lower educational attainment (OR = 1.10, 95% CI = 1.04 to 1.16), alcohol abstinence (OR = 1.23, 95% CI = 1.08 to 1.39), and heavier alcohol use (OR = 1.25, 95% CI = 1.04 to 1.50). No factors exhibited a greater excess in early-onset compared with late-onset CRC. Evaluating risks by anatomic subsite, we found that lower total fiber intake was linked more strongly to rectal (OR = 1.30, 95% CI = 1.14 to 1.48) than colon cancer (OR = 1.14, 95% CI = 1.02 to 1.27; P = .04). Conclusion In this large study, we identified several nongenetic risk factors associated with early-onset CRC, providing a basis for targeted identification of those most at risk, which is imperative in mitigating the rising burden of this disease.
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Affiliation(s)
- Alexi N Archambault
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY, USA
| | - Yi Lin
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Jihyoun Jeon
- Department of Epidemiology, University of Michigan, Ann Arbor, MI, USA
| | - Tabitha A Harrison
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - D Timothy Bishop
- Leeds Institute of Medical Research at St. James’s, University of Leeds, Leeds, UK
| | - 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
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - 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
- University Medical Centre Hamburg-Eppendorf, University Cancer Centre Hamburg (UCCH), Hamburg, Germany
| | - 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
| | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Stephen B Gruber
- Center for Precision Medicine, City of Hope National Medical Center, Duarte, CA, USA
| | - Marc J Gunter
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Temitope O Keku
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, NC, USA
| | - Loïc Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Li Li
- Department of Family Medicine, University of Virginia, Charlottesville, VA, USA
| | - Victor Moreno
- Oncology Data Analytics Program, Catalan Institute of Oncology-IDIBELL, L’Hospitalet de Llobregat, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
- ONCOBEL Program, Bellvitge Biomedical Research Institute (IDIBELL), L’Hospitalet de Llobregat, Barcelona, Spain
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- School of Public Health, University of Washington, Seattle, WA, USA
| | - Rish Pai
- Department of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | | | - 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
| | - 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
| | - Robert S Sandler
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, NC, USA
| | - Martha L Slattery
- Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Mingyang Song
- 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
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Michael O Woods
- Memorial University of Newfoundland, Discipline of Genetics, St John’s, Canada
| | - Neil Murphy
- Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
| | - Peter T Campbell
- Department of Population Science, American Cancer Society, Atlanta, GA, USA
| | - Yu-Ru Su
- Biostatistics Unit, Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Anne Zeleniuch-Jacquotte
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY, USA
| | - Peter S Liang
- Department of Medicine, New York University School of Medicine, New York, NY, USA
| | - Mengmeng Du
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, 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 School of Public Health, Seattle, WA, USA
| | - Richard B Hayes
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY, USA
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19
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Joo JE, Clendenning M, Wong EM, Rosty C, Mahmood K, Georgeson P, Winship IM, Preston SG, Win AK, Dugué PA, Jayasekara H, English D, Macrae FA, Hopper JL, Jenkins MA, Milne RL, Giles GG, Southey MC, Buchanan DD. DNA Methylation Signatures and the Contribution of Age-Associated Methylomic Drift to Carcinogenesis in Early-Onset Colorectal Cancer. Cancers (Basel) 2021; 13:cancers13112589. [PMID: 34070516 PMCID: PMC8199056 DOI: 10.3390/cancers13112589] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 05/14/2021] [Accepted: 05/19/2021] [Indexed: 12/12/2022] Open
Abstract
Simple Summary The role of DNA methylation in the carcinogenesis of colorectal cancer (CRC) diagnosed <50 years of age (early-onset CRC or EOCRC) is currently unknown. In this study, we investigated the genome-wide DNA methylation of 97 tumour and 54 normal colonic mucosa samples from people with EOCRC with the aim of identifying unique DNA methylation signatures and determining the role of ageing-related DNA methylation drift and age-acceleration in EOCRC aetiology. We found extensive DNA methylation alterations associated with EOCRC carcinogenesis, including a unique signature comprising 234 loci compared with CRCs from people >50 years of age. CpGs that undergo ageing-related methylation drift were significantly altered in EOCRC, and accelerated ageing was also evident in normal mucosa from people with EOCRC. Our study is the first study to identify unique DNA methylation changes in EOCRC, contributing novel information that may aid future efforts towards EOCRC prevention. Abstract We investigated aberrant DNA methylation (DNAm) changes and the contribution of ageing-associated methylomic drift and age acceleration to early-onset colorectal cancer (EOCRC) carcinogenesis. Genome-wide DNAm profiling using the Infinium HM450K on 97 EOCRC tumour and 54 normal colonic mucosa samples was compared with: (1) intermediate-onset CRC (IOCRC; diagnosed between 50–70 years; 343 tumour and 35 normal); and (2) late-onset CRC (LOCRC; >70 years; 318 tumour and 40 normal). CpGs associated with age-related methylation drift were identified using a public dataset of 231 normal mucosa samples from people without CRC. DNAm-age was estimated using epiTOC2. Common to all three age-of-onset groups, 88,385 (20% of all CpGs) CpGs were differentially methylated between tumour and normal mucosa. We identified 234 differentially methylated genes that were unique to the EOCRC group; 13 of these DMRs/genes were replicated in EOCRC compared with LOCRCs from TCGA. In normal mucosa from people without CRC, we identified 28,154 CpGs that undergo ageing-related DNAm drift, and of those, 65% were aberrantly methylated in EOCRC tumours. Based on the mitotic-based DNAm clock epiTOC2, we identified age acceleration in normal mucosa of people with EOCRC compared with normal mucosa from the IOCRC, LOCRC groups (p = 3.7 × 10−16) and young people without CRC (p = 5.8 × 10−6). EOCRC acquires unique DNAm alterations at 234 loci. CpGs associated with ageing-associated drift were widely affected in EOCRC without needing the decades-long accrual of DNAm drift as commonly seen in intermediate- and late-onset CRCs. Accelerated ageing in normal mucosa from people with EOCRC potentially underlies the earlier age of diagnosis in CRC carcinogenesis.
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Affiliation(s)
- Jihoon E. Joo
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Melbourne 3010, Australia; (J.E.J.); (M.C.); (C.R.); (K.M.); (P.G.); (S.G.P.); (H.J.)
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Melbourne 3000, Australia
| | - Mark Clendenning
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Melbourne 3010, Australia; (J.E.J.); (M.C.); (C.R.); (K.M.); (P.G.); (S.G.P.); (H.J.)
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Melbourne 3000, Australia
| | - Ee Ming Wong
- Precision Medicine, Monash Health, Monash University, Clayton, Melbourne 3800, Australia; (E.M.W.); (P.-A.D.); (R.L.M.); (G.G.G.); (M.C.S.)
| | - Christophe Rosty
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Melbourne 3010, Australia; (J.E.J.); (M.C.); (C.R.); (K.M.); (P.G.); (S.G.P.); (H.J.)
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Melbourne 3000, Australia
- School of Medicine, University of Queensland, Herston, Brisbane 4006, Australia
- Envoi Pathology, Brisbane 4059, Australia
| | - Khalid Mahmood
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Melbourne 3010, Australia; (J.E.J.); (M.C.); (C.R.); (K.M.); (P.G.); (S.G.P.); (H.J.)
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Melbourne 3000, Australia
- Melbourne Bioinformatics, The University of Melbourne, Parkville, Melbourne 3010, Australia
| | - Peter Georgeson
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Melbourne 3010, Australia; (J.E.J.); (M.C.); (C.R.); (K.M.); (P.G.); (S.G.P.); (H.J.)
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Melbourne 3000, Australia
| | - Ingrid M. Winship
- Department of Medicine, The Royal Melbourne Hospital, University of Melbourne, Parkville, Melbourne 3050, Australia; (I.M.W.); (F.A.M.)
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Melbourne 3050, Australia
| | - Susan G. Preston
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Melbourne 3010, Australia; (J.E.J.); (M.C.); (C.R.); (K.M.); (P.G.); (S.G.P.); (H.J.)
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Melbourne 3000, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, The University of Melbourne, Melbourne 3010, Australia; (A.K.W.); (D.E.); (J.L.H.); (M.A.J.)
| | - Pierre-Antoine Dugué
- Precision Medicine, Monash Health, Monash University, Clayton, Melbourne 3800, Australia; (E.M.W.); (P.-A.D.); (R.L.M.); (G.G.G.); (M.C.S.)
- Centre for Epidemiology and Biostatistics, The University of Melbourne, Melbourne 3010, Australia; (A.K.W.); (D.E.); (J.L.H.); (M.A.J.)
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne 3004, Australia
| | - Harindra Jayasekara
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Melbourne 3010, Australia; (J.E.J.); (M.C.); (C.R.); (K.M.); (P.G.); (S.G.P.); (H.J.)
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Melbourne 3000, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne 3004, Australia
| | - Dallas English
- Centre for Epidemiology and Biostatistics, The University of Melbourne, Melbourne 3010, Australia; (A.K.W.); (D.E.); (J.L.H.); (M.A.J.)
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne 3004, Australia
| | - Finlay A. Macrae
- Department of Medicine, The Royal Melbourne Hospital, University of Melbourne, Parkville, Melbourne 3050, Australia; (I.M.W.); (F.A.M.)
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Melbourne 3050, Australia
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Parkville, Melbourne 3050, Australia
| | - John L. Hopper
- Centre for Epidemiology and Biostatistics, The University of Melbourne, Melbourne 3010, Australia; (A.K.W.); (D.E.); (J.L.H.); (M.A.J.)
| | - Mark A. Jenkins
- Centre for Epidemiology and Biostatistics, The University of Melbourne, Melbourne 3010, Australia; (A.K.W.); (D.E.); (J.L.H.); (M.A.J.)
| | - Roger L. Milne
- Precision Medicine, Monash Health, Monash University, Clayton, Melbourne 3800, Australia; (E.M.W.); (P.-A.D.); (R.L.M.); (G.G.G.); (M.C.S.)
- Centre for Epidemiology and Biostatistics, The University of Melbourne, Melbourne 3010, Australia; (A.K.W.); (D.E.); (J.L.H.); (M.A.J.)
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne 3004, Australia
| | - Graham G. Giles
- Precision Medicine, Monash Health, Monash University, Clayton, Melbourne 3800, Australia; (E.M.W.); (P.-A.D.); (R.L.M.); (G.G.G.); (M.C.S.)
- Centre for Epidemiology and Biostatistics, The University of Melbourne, Melbourne 3010, Australia; (A.K.W.); (D.E.); (J.L.H.); (M.A.J.)
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne 3004, Australia
| | - Melissa C. Southey
- Precision Medicine, Monash Health, Monash University, Clayton, Melbourne 3800, Australia; (E.M.W.); (P.-A.D.); (R.L.M.); (G.G.G.); (M.C.S.)
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne 3004, Australia
- Department of Clinical Pathology, The University of Melbourne, Parkville, Melbourne 3010, Australia
| | - Daniel D. Buchanan
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Melbourne 3010, Australia; (J.E.J.); (M.C.); (C.R.); (K.M.); (P.G.); (S.G.P.); (H.J.)
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Melbourne 3000, Australia
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Melbourne 3050, Australia
- Correspondence: ; Tel.: +61-3-8559-7004
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20
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Lazzeroni M, Bellerba F, Calvello M, Macrae F, Win AK, Jenkins M, Serrano D, Marabelli M, Cagnacci S, Tolva G, Macis D, Raimondi S, Mazzarella L, Chiocca S, Caini S, Bertario L, Bonanni B, Gandini S. A Meta-Analysis of Obesity and Risk of Colorectal Cancer in Patients with Lynch Syndrome: The Impact of Sex and Genetics. Nutrients 2021; 13:nu13051736. [PMID: 34065344 PMCID: PMC8160758 DOI: 10.3390/nu13051736] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 05/10/2021] [Accepted: 05/17/2021] [Indexed: 12/24/2022] Open
Abstract
There appears to be a sex-specific association between obesity and colorectal neoplasia in patients with Lynch Syndrome (LS). We meta-analyzed studies reporting on obesity and colorectal cancer (CRC) risk in LS patients to test whether obese subjects were at increased risk of cancer compared to those of normal weight. We explored also a possible sex-specific relationship between adiposity and CRC risk among patients with LS. The summary relative risk (SRR) and 95% confidence intervals (CI) were calculated through random effect models. We investigated the causes of between-study heterogeneity and assessed the presence of publication bias. We were able to retrieve suitable data from four independent studies. We found a twofold risk of CRC in obese men compared to nonobese men (SRR = 2.09; 95%CI: 1.23–3.55, I2 = 33%), and no indication of publication bias (p = 0.13). No significantly increased risk due to obesity was found for women. A 49% increased CRC risk for obesity was found for subjects with an MLH1 mutation (SRR = 1.49; 95%CI: 1.11–1.99, I2 = 0%). These results confirm the different effects of sex on obesity and CRC risk and also support the public measures to reduce overweight in people with LS, particularly for men.
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Affiliation(s)
- Matteo Lazzeroni
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (M.C.); (D.S.); (M.M.); (S.C.); (D.M.); (L.B.); (B.B.)
- Correspondence: (M.L.); (G.T.)
| | - Federica Bellerba
- Department of Experimental Oncology, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (F.B.); (S.R.); (L.M.); (S.C.); (S.G.)
| | - Mariarosaria Calvello
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (M.C.); (D.S.); (M.M.); (S.C.); (D.M.); (L.B.); (B.B.)
| | - Finlay Macrae
- Department of Colorectal Medicine and Genetics, Royal Melbourne Hospital, Parkville, VIC 3050, Australia;
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC 3050, Australia; (A.K.W.); (M.J.)
- Victorian Comprehensive Cancer Centre, University of Melbourne Centre for Cancer Research, Parkville, VIC 3050, Australia
| | - Mark Jenkins
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC 3050, Australia; (A.K.W.); (M.J.)
- Victorian Comprehensive Cancer Centre, University of Melbourne Centre for Cancer Research, Parkville, VIC 3050, Australia
| | - Davide Serrano
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (M.C.); (D.S.); (M.M.); (S.C.); (D.M.); (L.B.); (B.B.)
| | - Monica Marabelli
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (M.C.); (D.S.); (M.M.); (S.C.); (D.M.); (L.B.); (B.B.)
| | - Sara Cagnacci
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (M.C.); (D.S.); (M.M.); (S.C.); (D.M.); (L.B.); (B.B.)
| | - Gianluca Tolva
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (M.C.); (D.S.); (M.M.); (S.C.); (D.M.); (L.B.); (B.B.)
- Correspondence: (M.L.); (G.T.)
| | - Debora Macis
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (M.C.); (D.S.); (M.M.); (S.C.); (D.M.); (L.B.); (B.B.)
| | - Sara Raimondi
- Department of Experimental Oncology, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (F.B.); (S.R.); (L.M.); (S.C.); (S.G.)
| | - Luca Mazzarella
- Department of Experimental Oncology, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (F.B.); (S.R.); (L.M.); (S.C.); (S.G.)
| | - Susanna Chiocca
- Department of Experimental Oncology, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (F.B.); (S.R.); (L.M.); (S.C.); (S.G.)
| | - Saverio Caini
- Cancer Risk Factors and Lifestyle Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), 50139 Florence, Italy;
| | - Lucio Bertario
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (M.C.); (D.S.); (M.M.); (S.C.); (D.M.); (L.B.); (B.B.)
| | - Bernardo Bonanni
- Division of Cancer Prevention and Genetics, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (M.C.); (D.S.); (M.M.); (S.C.); (D.M.); (L.B.); (B.B.)
| | - Sara Gandini
- Department of Experimental Oncology, European Institute of Oncology (IEO) IRCCS, 20141 Milan, Italy; (F.B.); (S.R.); (L.M.); (S.C.); (S.G.)
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21
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Thomas M, Sakoda LC, Hoffmeister M, Rosenthal EA, Lee JK, van Duijnhoven FJB, Platz EA, Wu AH, Dampier CH, de la Chapelle A, Wolk A, Joshi AD, Burnett-Hartman A, Gsur A, Lindblom A, Castells A, Win AK, Namjou B, Van Guelpen B, Tangen CM, He Q, Li CI, Schafmayer C, Joshu CE, Ulrich CM, Bishop DT, Buchanan DD, Schaid D, Drew DA, Muller DC, Duggan D, Crosslin DR, Albanes D, Giovannucci EL, Larson E, Qu F, Mentch F, Giles GG, Hakonarson H, Hampel H, Stanaway IB, Figueiredo JC, Huyghe JR, Minnier J, Chang-Claude J, Hampe J, Harley JB, Visvanathan K, Curtis KR, Offit K, Li L, Le Marchand L, Vodickova L, Gunter MJ, Jenkins MA, Slattery ML, Lemire M, Woods MO, Song M, Murphy N, Lindor NM, Dikilitas O, Pharoah PDP, Campbell PT, Newcomb PA, Milne RL, MacInnis RJ, Castellví-Bel S, Ogino S, Berndt SI, Bézieau S, Thibodeau SN, Gallinger SJ, Zaidi SH, Harrison TA, Keku TO, Hudson TJ, Vymetalkova V, Moreno V, Martín V, Arndt V, Wei WQ, Chung W, Su YR, Hayes RB, White E, Vodicka P, Casey G, Gruber SB, Schoen RE, Chan AT, Potter JD, Brenner H, Jarvik GP, Corley DA, Peters U, Hsu L. Response to Li and Hopper. Am J Hum Genet 2021; 108:527-529. [PMID: 33667396 PMCID: PMC8008475 DOI: 10.1016/j.ajhg.2021.02.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 02/02/2021] [Indexed: 01/15/2023] Open
Affiliation(s)
- Minta Thomas
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Lori C Sakoda
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USA
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Elisabeth A Rosenthal
- Department of Medicine (Medical Genetics), University of Washington Medical Center, Seattle, WA 98195, USA
| | - Jeffrey K Lee
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USA
| | - Franzel J B van Duijnhoven
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen 176700, the Netherlands
| | - Elizabeth A Platz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, and the Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Anna H Wu
- University of Southern California, Preventative Medicine, Los Angeles, CA 90089, USA
| | - Christopher H Dampier
- Department of Surgery, University of Virginia Health System, Charlottesville, VA 22903, USA
| | - Albert de la Chapelle
- Department of Cancer Biology and Genetics and the Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA
| | - Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm 17177, Sweden
| | - Amit D Joshi
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | | | - Andrea Gsur
- Institute of Cancer Research, Department of Medicine I, Medical University Vienna, Vienna 1090, Austria
| | - Annika Lindblom
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm 17177, Sweden; Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm 17177, Sweden
| | - Antoni Castells
- 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 08007, Spain
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3000, Australia
| | - Bahram Namjou
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA; University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA; Cincinnati VA Medical Center, Cincinnati, OH 45229, USA
| | - Bethany Van Guelpen
- Department of Radiation Sciences, Oncology Unit, Umeå University, Umeå 90187, Sweden; Wallenberg Centre for Molecular Medicine, Umeå University, Umeå 90187, Sweden
| | - Catherine M Tangen
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Qianchuan He
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Christopher I Li
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Clemens Schafmayer
- Department of General Surgery, University Hospital Rostock, Rostock 18051, Germany
| | - Corinne E Joshu
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, and the Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Cornelia M Ulrich
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, UT 84112, USA
| | - D Timothy Bishop
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds LS2 9JT, UK
| | - 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
| | - Daniel Schaid
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - David A Drew
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - David C Muller
- School of Public Health, Imperial College London, London SW7 2AZ, UK
| | - David Duggan
- Translational Genomics Research Institute - An Affiliate of City of Hope, Phoenix, AZ 85003, USA
| | - David R Crosslin
- Department of Bioinformatics and Medical Education, University of Washington Medical Center, Seattle, WA 98195, USA
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Edward L Giovannucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA; Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02108, USA
| | - Eric Larson
- Kaiser Permanente Washington Research Institute, Seattle, WA 98101, USA
| | - Flora Qu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Frank Mentch
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3000, Australia; Cancer Epidemiology Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC 3004, Australia; Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC 3168, Australia
| | - Hakon Hakonarson
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Heather Hampel
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Ian B Stanaway
- Department of Medicine (Medical Genetics), University of Washington Medical Center, Seattle, WA 98195, USA
| | - Jane C Figueiredo
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Jeroen R Huyghe
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Jessica Minnier
- School of Public Health, Oregon Health & Science University, Portland, OR 97239, USA
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, 69120 Germany; University Medical Centre Hamburg-Eppendorf, University Cancer Centre Hamburg (UCCH), Hamburg 20246, Germany
| | - Jochen Hampe
- Department of Medicine I, University Hospital Dresden, Technische Universität Dresden (TU Dresden), Dresden 01062, Germany
| | - John B Harley
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA; University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA; Cincinnati VA Medical Center, Cincinnati, OH 45229, USA
| | - Kala Visvanathan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, and the Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Keith R Curtis
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Kenneth Offit
- Clinical Genetics Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10021, USA; Department of Medicine, Weill Cornell Medical College, NY 10065, USA
| | - Li Li
- Department of Family Medicine, University of Virginia, Charlottesville, VA 22903, USA
| | | | - Ludmila Vodickova
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, 142 20 Prague 4, Czech Republic; Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic; Faculty of Medicine and Biomedical Center in Pilsen, Charles University, 323 00 Pilsen, Czech Republic
| | - Marc J Gunter
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon 69372, France
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3000, Australia
| | - Martha L Slattery
- Department of Internal Medicine, University of Utah, Salt Lake City, UT 84132, USA
| | - Mathieu Lemire
- PanCuRx Translational Research Initiative, Ontario, Institute for Cancer Research, Toronto, ON M5G0A3, Canada
| | - Michael O Woods
- Memorial University of Newfoundland, Discipline of Genetics, St. John's, NL A1B 3R7, Canada
| | - Mingyang Song
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02141, USA; Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02115, USA
| | - Neil Murphy
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon 69372, France
| | - Noralane M Lindor
- Department of Health Science Research, Mayo Clinic, Scottsdale, AZ 85260, USA
| | - Ozan Dikilitas
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Paul D P Pharoah
- Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0SR, UK
| | - Peter T Campbell
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, GA 30303, USA
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; School of Public Health, University of Washington, Seattle, WA 98195, USA
| | - Roger L Milne
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3000, Australia; Cancer Epidemiology Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC 3004, Australia; Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC 3168, Australia
| | - Robert J MacInnis
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3000, Australia; Cancer Epidemiology Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC 3004, Australia
| | - 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 08007, Spain
| | - Shuji Ogino
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02141, USA; Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA; Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Stéphane Bézieau
- Service de Génétique Médicale, Centre Hospitalier Universitaire (CHU) Nantes, Nantes 44093, France
| | - Stephen N Thibodeau
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 85054, USA
| | - Steven J Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, ON M5G1X5, Canada
| | - Syed H Zaidi
- Ontario Institute for Cancer Research, Toronto, ON M5G0A3, Canada
| | - Tabitha A Harrison
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Temitope O Keku
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Thomas J Hudson
- Ontario Institute for Cancer Research, Toronto, ON M5G0A3, Canada
| | - Veronika Vymetalkova
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, 142 20 Prague 4, Czech Republic; Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic; Faculty of Medicine and Biomedical Center in Pilsen, Charles University, 323 00 Pilsen, Czech Republic
| | - Victor Moreno
- Oncology Data Analytics Program, Catalan Institute of Oncology, L'Hospitalet de Llobregat, Barcelona 08908, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Madrid 28029, Spain; Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona 08907, Spain; ONCOBEL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona 08908, Spain
| | - Vicente Martín
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid 28029, Spain; Biomedicine Institute (IBIOMED), University of León, León 24071, Spain
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Wei-Qi Wei
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Wendy Chung
- Office of Research & Development, Department of Veterans Affairs, Washington, DC 20420, USA; Departments of Pediatrics and Medicine, Columbia University Medical Center, New York, NY 10032, USA
| | - Yu-Ru Su
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Richard B Hayes
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY 10016, USA
| | - Emily White
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Department of Epidemiology, University of Washington, Seattle, WA 98195, USA
| | - Pavel Vodicka
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, 142 20 Prague 4, Czech Republic; Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic; Faculty of Medicine and Biomedical Center in Pilsen, Charles University, 323 00 Pilsen, Czech Republic
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA 22903, USA
| | - Stephen B Gruber
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Robert E Schoen
- Department of Medicine and Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, PA 15219, USA
| | - Andrew T Chan
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA; Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02141, USA; Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02115, USA
| | - John D Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Centre for Public Health Research, Massey University, Wellington 6140, New Zealand
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany; Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg 69120, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Gail P Jarvik
- Department of Medicine (Medical Genetics), University of Washington Medical Center, Seattle, WA 98195, USA; Genome Sciences, University of Washington Medical Center, Seattle, WA 98195, USA
| | - Douglas A Corley
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USA
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Department of Epidemiology, University of Washington, Seattle, WA 98195, USA.
| | - Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Department of Biostatistics, University of Washington, Seattle, WA 98195, USA.
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22
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Dominguez-Valentin M, Crosbie EJ, Engel C, Aretz S, Macrae F, Winship I, Capella G, Thomas H, Nakken S, Hovig E, Nielsen M, Sijmons RH, Bertario L, Bonanni B, Tibiletti MG, Cavestro GM, Mints M, Gluck N, Katz L, Heinimann K, Vaccaro CA, Green K, Lalloo F, Hill J, Schmiegel W, Vangala D, Perne C, Strauß HG, Tecklenburg J, Holinski-Feder E, Steinke-Lange V, Mecklin JP, Plazzer JP, Pineda M, Navarro M, Vidal JB, Kariv R, Rosner G, Piñero TA, Gonzalez ML, Kalfayan P, Ryan N, Ten Broeke SW, Jenkins MA, Sunde L, Bernstein I, Burn J, Greenblatt M, de Vos Tot Nederveen Cappel WH, Della Valle A, Lopez-Koestner F, Alvarez K, Büttner R, Görgens H, Morak M, Holzapfel S, Hüneburg R, von Knebel Doeberitz M, Loeffler M, Rahner N, Weitz J, Pylvänäinen K, Renkonen-Sinisalo L, Lepistö A, Auranen A, Hopper JL, Win AK, Haile RW, Lindor NM, Gallinger S, Le Marchand L, Newcomb PA, Figueiredo JC, Thibodeau SN, Therkildsen C, Okkels H, Ketabi Z, Denton OG, Rødland EA, Vasen H, Neffa F, Esperon P, Tjandra D, Möslein G, Sampson JR, Evans DG, Seppälä TT, Møller P. Risk-reducing hysterectomy and bilateral salpingo-oophorectomy in female heterozygotes of pathogenic mismatch repair variants: a Prospective Lynch Syndrome Database report. Genet Med 2020; 23:705-712. [PMID: 33257847 PMCID: PMC8026395 DOI: 10.1038/s41436-020-01029-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [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: 06/02/2020] [Accepted: 10/21/2020] [Indexed: 11/09/2022] Open
Abstract
PURPOSE To determine impact of risk-reducing hysterectomy and bilateral salpingo-oophorectomy (BSO) on gynecological cancer incidence and death in heterozygotes of pathogenic MMR (path_MMR) variants. METHODS The Prospective Lynch Syndrome Database was used to investigate the effects of gynecological risk-reducing surgery (RRS) at different ages. RESULTS Risk-reducing hysterectomy at 25 years of age prevents endometrial cancer before 50 years in 15%, 18%, 13%, and 0% of path_MLH1, path_MSH2, path_MSH6, and path_PMS2 heterozygotes and death in 2%, 2%, 1%, and 0%, respectively. Risk-reducing BSO at 25 years of age prevents ovarian cancer before 50 years in 6%, 11%, 2%, and 0% and death in 1%, 2%, 0%, and 0%, respectively. Risk-reducing hysterectomy at 40 years prevents endometrial cancer by 50 years in 13%, 16%, 11%, and 0% and death in 1%, 2%, 1%, and 0%, respectively. BSO at 40 years prevents ovarian cancer before 50 years in 4%, 8%, 0%, and 0%, and death in 1%, 1%, 0%, and 0%, respectively. CONCLUSION Little benefit is gained by performing RRS before 40 years of age and premenopausal BSO in path_MSH6 and path_PMS2 heterozygotes has no measurable benefit for mortality. These findings may aid decision making for women with LS who are considering RRS.
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Affiliation(s)
- Mev Dominguez-Valentin
- Department of Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, Oslo, Norway.
| | - Emma J Crosbie
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester and St Mary's Hospital, Manchester, UK. .,Directorate of Gynaecology, Manchester University NHS Foundation Trust, Manchester, UK.
| | - Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
| | - Stefan Aretz
- Institute of Human Genetics, University of Bonn, Bonn, Germany.,National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany
| | - Finlay Macrae
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, Australia.,Department of Medicine, Melbourne University, Melbourne, Australia
| | - Ingrid Winship
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melbourne, Australia.,Department of Medicine, Melbourne University, Melbourne, Australia
| | - Gabriel Capella
- Hereditary Cancer Program, Institut Catal. d'Oncologia-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Huw Thomas
- St Mark's Hospital, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Sigve Nakken
- Department of Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, Oslo, Norway.,Centre for Cancer Cell Reprogramming, Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Eivind Hovig
- Department of Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, Oslo, Norway.,Department of Informatics, University of Oslo, Oslo, Norway
| | | | - Rolf H Sijmons
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Lucio Bertario
- IEO, European Institute of Oncology IRCCS, Milan, Italy.,Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Maria Grazia Tibiletti
- Ospedale di Circolo ASST Settelaghi, Centro di Ricerca tumori eredo-familiari, Università dell'Insubria, Varese, Italy
| | - Giulia Martina Cavestro
- Gastroenterology and Gastrointestinal Endoscopy Unit, Vita-Salute San Raffaele University, San Raffaele Scientific Institute, Milan, Italy
| | - Miriam Mints
- Department of Women's and Children's health, Division of Obstetrics and Gyneacology, Karolinska Institutet, Karolinska University Hospital, Solna, Stockholm, Sweden
| | - Nathan Gluck
- Tel-Aviv Sourasky Medical Center, Research Center for Digestive Disorders and Liver Diseases, Tel-Aviv, Israel.,Department of Gastroenterology, Tel-Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Lior Katz
- High Risk and GI Cancer prevention Clinic, Gastro-Oncology Unit, The Department of Gastroenterology, Sheba Medical Center, Tel-Aviv, Israel
| | - Karl Heinimann
- Medical Genetics, Institute for Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Carlos A Vaccaro
- Hereditary Cancer Program (PROCANHE) Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.,Instituto de Ciencias Básicas y Medicina Experimental (ICBME)-Instituto Universitario (IU)-Hospital, Buenos Aires, Argentina
| | - Kate Green
- Manchester Centre for Genomic Medicine, Manchester University Hospitals NHS Foundation Trust, Manchester, UK
| | - Fiona Lalloo
- Manchester Centre for Genomic Medicine, Manchester University Hospitals NHS Foundation Trust, Manchester, UK
| | - James Hill
- Department of Surgery, Manchester University Hospitals NHS Foundation Trust and University of Manchester, Manchester, UK
| | - Wolff Schmiegel
- Department of Medicine, Knappschaftskrankenhaus, Ruhr-University Bochum, Bochum, Germany
| | - Deepak Vangala
- Department of Medicine, Knappschaftskrankenhaus, Ruhr-University Bochum, Bochum, Germany
| | - Claudia Perne
- Institute of Human Genetics, University of Bonn, Bonn, Germany.,National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany
| | - Hans-Georg Strauß
- Department of Gynaecology, University Clinics, Martin-Luther University, Halle-Wittenberg, Germany
| | | | - Elke Holinski-Feder
- Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Munich, Germany.,MGZ Medical Genetics Center, Munich, Germany
| | - Verena Steinke-Lange
- Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Munich, Germany.,MGZ Medical Genetics Center, Munich, Germany
| | - Jukka-Pekka Mecklin
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.,Department of Surgery, Central Finland Health Care District, Jyväskylä, Finland
| | | | - Marta Pineda
- Hereditary Cancer Program, Institut Català d'Oncologia-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Matilde Navarro
- Hereditary Cancer Program, Institut Català d'Oncologia-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Joan Brunet Vidal
- Hereditary Cancer Program, Institut Català d'Oncologia-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Revital Kariv
- Department of Gastroenterology, Tel-Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Guy Rosner
- Department of Gastroenterology, Tel-Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Tamara Alejandra Piñero
- Instituto de Ciencias Básicas y Medicina Experimental (ICBME)-Instituto Universitario (IU)-Hospital, Buenos Aires, Argentina
| | - María Laura Gonzalez
- Instituto de Ciencias Básicas y Medicina Experimental (ICBME)-Instituto Universitario (IU)-Hospital, Buenos Aires, Argentina
| | - Pablo Kalfayan
- Instituto de Ciencias Básicas y Medicina Experimental (ICBME)-Instituto Universitario (IU)-Hospital, Buenos Aires, Argentina
| | - Neil Ryan
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester and St Mary's Hospital, Manchester, UK
| | - Sanne W Ten Broeke
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, Australia
| | - Lone Sunde
- Department of Clinical Genetics, Aalborg University Hospital, Aalborg, Denmark.,Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Inge Bernstein
- Department of Surgical Gastroenterology, Aalborg University Hospital, Aalborg, Denmark.,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - John Burn
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Marc Greenblatt
- University of Vermont, Larner College of Medicine, Burlington, VT 05405, USA
| | | | - Adriana Della Valle
- Grupo Colaborativo Uruguayo, Investigación de Afecciones Oncológicas Hereditarias (GCU), Hospital Fuerzas Armadas, Montevideo, Uruguay
| | - Francisco Lopez-Koestner
- Lab. Oncología y Genética Molecular, Unidad de coloproctología Clínica Las Condes, Santiago, Chile
| | - Karin Alvarez
- Lab. Oncología y Genética Molecular, Unidad de coloproctología Clínica Las Condes, Santiago, Chile
| | | | - Heike Görgens
- Department of Surgery, Technische Universität Dresden, Dresden, Germany
| | - Monika Morak
- Medizinische Klinik und Poliklinik IV, Campus Innenstadt, Klinikum der Universität München, Munich, Germany.,MGZ Medical Genetics Center, Munich, Germany
| | - Stefanie Holzapfel
- National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany.,Department of Internal Medicine I, University Hospital Bonn; National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany
| | - Robert Hüneburg
- National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany.,Department of Internal Medicine I, University Hospital Bonn; National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany
| | - Magnus von Knebel Doeberitz
- Department of Applied Tumour Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Cooperation Unit Applied Tumour Biology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Markus Loeffler
- Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
| | - Nils Rahner
- Institute of Human Genetics, Medical School, Heinrich Heine University, Duesseldorf, Germany
| | - Jürgen Weitz
- Department of Surgery, Technische Universität Dresden, Dresden, Germany
| | - Kirsi Pylvänäinen
- Department of Education and Science, Central Finland Health Care District, yväskylä, Finland
| | - Laura Renkonen-Sinisalo
- Department of Obstetrics and Gynecology and Tays Cancer Centre, Tampere University Hospital and Tampere University, Tampere, Finland
| | - Anna Lepistö
- Department of Gastrointestinal Surgery, Helsinki University Central Hospital, Applied Tumour Genomics Research Program, University of Helsinki, Helsinki, Finland
| | - Annika Auranen
- Department of Obstetrics and Gynecology and Tays Cancer Centre, Tampere University Hospital and Tampere University, Tampere, Finland
| | - John L Hopper
- Department of Health Science Research, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, Australia
| | - Robert W Haile
- Department of Medicine, Division of Oncology, Stanford Cancer Institute, Stanford University, Stanford, USA
| | - Noralane M Lindor
- Department of Health Science Research, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, ON, Canada
| | | | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Jane C Figueiredo
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Stephen N Thibodeau
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Christina Therkildsen
- The Danish HNPCC register, Clinical Research Centre, Copenhagen University Hospital, Hvidovre, Denmark
| | - Henrik Okkels
- Department of Molecular Diagnostics, Aalborg University Hospital, Aalborg, Denmark
| | - Zohreh Ketabi
- Dept. of Obstetrics and Gynaecology, Copenhagen University Hospital, Rigshospitalet, Denmark
| | - Oliver G Denton
- Institute of Medical Genetics, Division of Cancer and Genetics, Cardiff University School of Medicine, Cardiff, UK
| | - Einar Andreas Rødland
- Department of Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, Oslo, Norway
| | - Hans Vasen
- Department of Gastroenterology and Hepatology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Florencia Neffa
- Institute of Pathology, University of Cologne, Cologne, Germany
| | | | - Douglas Tjandra
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Melborne, Australia.,Department of Medicine, Melbourne University, Melborne, Australia
| | - Gabriela Möslein
- Surgical Center for Hereditary Tumors, Ev. Bethesda Khs Duisburg, University Witten-Herdecke, Herdecke, Germany
| | - Julian R Sampson
- Institute of Medical Genetics, Division of Cancer and Genetics, Cardiff University School of Medicine, Cardiff, UK
| | - D Gareth Evans
- Division of Evolution and Genomic Medicine, University of Manchester, Manchester, UK.,Manchester Centre for Genomic Medicine, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Toni T Seppälä
- Department of Gastrointestinal Surgery, Helsinki University Central Hospital, University of Helsinki, Helsinki, Finland.,Department of Surgical Oncology, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Pål Møller
- Department of Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, Oslo, Norway.
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23
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Thomas M, Sakoda LC, Hoffmeister M, Rosenthal EA, Lee JK, van Duijnhoven FJB, Platz EA, Wu AH, Dampier CH, de la Chapelle A, Wolk A, Joshi AD, Burnett-Hartman A, Gsur A, Lindblom A, Castells A, Win AK, Namjou B, Van Guelpen B, Tangen CM, He Q, Li CI, Schafmayer C, Joshu CE, Ulrich CM, Bishop DT, Buchanan DD, Schaid D, Drew DA, Muller DC, Duggan D, Crosslin DR, Albanes D, Giovannucci EL, Larson E, Qu F, Mentch F, Giles GG, Hakonarson H, Hampel H, Stanaway IB, Figueiredo JC, Huyghe JR, Minnier J, Chang-Claude J, Hampe J, Harley JB, Visvanathan K, Curtis KR, Offit K, Li L, Le Marchand L, Vodickova L, Gunter MJ, Jenkins MA, Slattery ML, Lemire M, Woods MO, Song M, Murphy N, Lindor NM, Dikilitas O, Pharoah PDP, Campbell PT, Newcomb PA, Milne RL, MacInnis RJ, Castellví-Bel S, Ogino S, Berndt SI, Bézieau S, Thibodeau SN, Gallinger SJ, Zaidi SH, Harrison TA, Keku TO, Hudson TJ, Vymetalkova V, Moreno V, Martín V, Arndt V, Wei WQ, Chung W, Su YR, Hayes RB, White E, Vodicka P, Casey G, Gruber SB, Schoen RE, Chan AT, Potter JD, Brenner H, Jarvik GP, Corley DA, Peters U, Hsu L. Genome-wide Modeling of Polygenic Risk Score in Colorectal Cancer Risk. Am J Hum Genet 2020; 107:432-444. [PMID: 32758450 PMCID: PMC7477007 DOI: 10.1016/j.ajhg.2020.07.006] [Citation(s) in RCA: 97] [Impact Index Per Article: 24.3] [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: 11/27/2019] [Accepted: 07/13/2020] [Indexed: 02/08/2023] Open
Abstract
Accurate colorectal cancer (CRC) risk prediction models are critical for identifying individuals at low and high risk of developing CRC, as they can then be offered targeted screening and interventions to address their risks of developing disease (if they are in a high-risk group) and avoid unnecessary screening and interventions (if they are in a low-risk group). As it is likely that thousands of genetic variants contribute to CRC risk, it is clinically important to investigate whether these genetic variants can be used jointly for CRC risk prediction. In this paper, we derived and compared different approaches to generating predictive polygenic risk scores (PRS) from genome-wide association studies (GWASs) including 55,105 CRC-affected case subjects and 65,079 control subjects of European ancestry. We built the PRS in three ways, using (1) 140 previously identified and validated CRC loci; (2) SNP selection based on linkage disequilibrium (LD) clumping followed by machine-learning approaches; and (3) LDpred, a Bayesian approach for genome-wide risk prediction. We tested the PRS in an independent cohort of 101,987 individuals with 1,699 CRC-affected case subjects. The discriminatory accuracy, calculated by the age- and sex-adjusted area under the receiver operating characteristics curve (AUC), was highest for the LDpred-derived PRS (AUC = 0.654) including nearly 1.2 M genetic variants (the proportion of causal genetic variants for CRC assumed to be 0.003), whereas the PRS of the 140 known variants identified from GWASs had the lowest AUC (AUC = 0.629). Based on the LDpred-derived PRS, we are able to identify 30% of individuals without a family history as having risk for CRC similar to those with a family history of CRC, whereas the PRS based on known GWAS variants identified only top 10% as having a similar relative risk. About 90% of these individuals have no family history and would have been considered average risk under current screening guidelines, but might benefit from earlier screening. The developed PRS offers a way for risk-stratified CRC screening and other targeted interventions.
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Affiliation(s)
- Minta Thomas
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Lori C Sakoda
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USA
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Elisabeth A Rosenthal
- Department of Medicine (Medical Genetics), University of Washington Medical Center, Seattle, WA 98195, USA
| | - Jeffrey K Lee
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USA
| | - Franzel J B van Duijnhoven
- Division of Human Nutrition and Health, Wageningen University & Research, Wageningen 176700, the Netherlands
| | - Elizabeth A Platz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, and the Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Anna H Wu
- University of Southern California, Preventative Medicine, Los Angeles, CA 90089, USA
| | - Christopher H Dampier
- Department of Surgery, University of Virginia Health System, Charlottesville, VA 22903, USA
| | - Albert de la Chapelle
- Department of Cancer Biology and Genetics and the Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA
| | - Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm 17177, Sweden
| | - Amit D Joshi
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | | | - Andrea Gsur
- Institute of Cancer Research, Department of Medicine I, Medical University Vienna, Vienna 1090, Austria
| | - Annika Lindblom
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm 17177, Sweden; Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm 17177, Sweden
| | - Antoni Castells
- 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 08007, Spain
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3000, Australia
| | - Bahram Namjou
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA; University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA; Cincinnati VA Medical Center, Cincinnati, OH 45229, USA
| | - Bethany Van Guelpen
- Department of Radiation Sciences, Oncology Unit, Umeå University, Umeå 90187, Sweden; Wallenberg Centre for Molecular Medicine, Umeå University, Umeå 90187, Sweden
| | - Catherine M Tangen
- SWOG Statistical Center, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Qianchuan He
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Christopher I Li
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Clemens Schafmayer
- Department of General Surgery, University Hospital Rostock, Rostock 18051, Germany
| | - Corinne E Joshu
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, and the Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Cornelia M Ulrich
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, UT 84112, USA
| | - D Timothy Bishop
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds LS2 9JT, UK
| | - 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
| | - Daniel Schaid
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - David A Drew
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - David C Muller
- School of Public Health, Imperial College London, London SW7 2AZ, UK
| | - David Duggan
- Translational Genomics Research Institute - An Affiliate of City of Hope, Phoenix, AZ 85003, USA
| | - David R Crosslin
- Department of Bioinformatics and Medical Education, University of Washington Medical Center, Seattle, WA 98195, USA
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Edward L Giovannucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA; Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02108, USA
| | - Eric Larson
- Kaiser Permanente Washington Research Institute, Seattle, WA 98101, USA
| | - Flora Qu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Frank Mentch
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3000, Australia; Cancer Epidemiology Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC 3004, Australia; Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC 3168, Australia
| | - Hakon Hakonarson
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Heather Hampel
- Division of Human Genetics, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Ian B Stanaway
- Department of Medicine (Medical Genetics), University of Washington Medical Center, Seattle, WA 98195, USA
| | - Jane C Figueiredo
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Jeroen R Huyghe
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Jessica Minnier
- School of Public Health, Oregon Health & Science University, Portland, OR 97239, USA
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, 69120 Germany; University Medical Centre Hamburg-Eppendorf, University Cancer Centre Hamburg (UCCH), Hamburg 20246, Germany
| | - Jochen Hampe
- Department of Medicine I, University Hospital Dresden, Technische Universität Dresden (TU Dresden), Dresden 01062, Germany
| | - John B Harley
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA; University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA; Cincinnati VA Medical Center, Cincinnati, OH 45229, USA
| | - Kala Visvanathan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, and the Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Keith R Curtis
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Kenneth Offit
- Clinical Genetics Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10021, USA; Department of Medicine, Weill Cornell Medical College, NY 10065, USA
| | - Li Li
- Department of Family Medicine, University of Virginia, Charlottesville, VA 22903, USA
| | | | - Ludmila Vodickova
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, 142 20 Prague 4, Czech Republic; Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic; Faculty of Medicine and Biomedical Center in Pilsen, Charles University, 323 00 Pilsen, Czech Republic
| | - Marc J Gunter
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon 69372, France
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3000, Australia
| | - Martha L Slattery
- Department of Internal Medicine, University of Utah, Salt Lake City, UT 84132, USA
| | - Mathieu Lemire
- PanCuRx Translational Research Initiative, Ontario, Institute for Cancer Research, Toronto, ON M5G0A3, Canada
| | - Michael O Woods
- Memorial University of Newfoundland, Discipline of Genetics, St. John's, NL A1B 3R7, Canada
| | - Mingyang Song
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02141, USA; Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02115, USA
| | - Neil Murphy
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon 69372, France
| | - Noralane M Lindor
- Department of Health Science Research, Mayo Clinic, Scottsdale, AZ 85260, USA
| | - Ozan Dikilitas
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Paul D P Pharoah
- Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0SR, UK
| | - Peter T Campbell
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, GA 30303, USA
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; School of Public Health, University of Washington, Seattle, WA 98195, USA
| | - Roger L Milne
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3000, Australia; Cancer Epidemiology Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC 3004, Australia; Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC 3168, Australia
| | - Robert J MacInnis
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC 3000, Australia; Cancer Epidemiology Division, Cancer Council Victoria, 615 St Kilda Road, Melbourne, VIC 3004, Australia
| | - 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 08007, Spain
| | - Shuji Ogino
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02141, USA; Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA; Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Stéphane Bézieau
- Service de Génétique Médicale, Centre Hospitalier Universitaire (CHU) Nantes, Nantes 44093, France
| | - Stephen N Thibodeau
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 85054, USA
| | - Steven J Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, ON M5G1X5, Canada
| | - Syed H Zaidi
- Ontario Institute for Cancer Research, Toronto, ON M5G0A3, Canada
| | - Tabitha A Harrison
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Temitope O Keku
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Thomas J Hudson
- Ontario Institute for Cancer Research, Toronto, ON M5G0A3, Canada
| | - Veronika Vymetalkova
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, 142 20 Prague 4, Czech Republic; Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic; Faculty of Medicine and Biomedical Center in Pilsen, Charles University, 323 00 Pilsen, Czech Republic
| | - Victor Moreno
- Oncology Data Analytics Program, Catalan Institute of Oncology, L'Hospitalet de Llobregat, Barcelona 08908, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Madrid 28029, Spain; Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona 08907, Spain; ONCOBEL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona 08908, Spain
| | - Vicente Martín
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid 28029, Spain; Biomedicine Institute (IBIOMED), University of León, León 24071, Spain
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Wei-Qi Wei
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Wendy Chung
- Office of Research & Development, Department of Veterans Affairs, Washington, DC 20420, USA; Departments of Pediatrics and Medicine, Columbia University Medical Center, New York, NY 10032, USA
| | - Yu-Ru Su
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Richard B Hayes
- Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY 10016, USA
| | - Emily White
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Department of Epidemiology, University of Washington, Seattle, WA 98195, USA
| | - Pavel Vodicka
- Department of Molecular Biology of Cancer, Institute of Experimental Medicine of the Czech Academy of Sciences, 142 20 Prague 4, Czech Republic; Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic; Faculty of Medicine and Biomedical Center in Pilsen, Charles University, 323 00 Pilsen, Czech Republic
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA 22903, USA
| | - Stephen B Gruber
- Department of Preventive Medicine, USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Robert E Schoen
- Department of Medicine and Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, PA 15219, USA
| | - Andrew T Chan
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA; Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02141, USA; Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02115, USA
| | - John D Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Centre for Public Health Research, Massey University, Wellington 6140, New Zealand
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany; Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg 69120, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Gail P Jarvik
- Department of Medicine (Medical Genetics), University of Washington Medical Center, Seattle, WA 98195, USA; Genome Sciences, University of Washington Medical Center, Seattle, WA 98195, USA
| | - Douglas A Corley
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USA
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Department of Epidemiology, University of Washington, Seattle, WA 98195, USA.
| | - Li Hsu
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Department of Biostatistics, University of Washington, Seattle, WA 98195, USA.
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24
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Choi YH, Lakhal-Chaieb L, Kröl A, Yu B, Buchanan D, Ahnen D, Le Marchand L, Newcomb PA, Win AK, Jenkins M, Lindor NM, Briollais L. Risks of Colorectal Cancer and Cancer-Related Mortality in Familial Colorectal Cancer Type X and Lynch Syndrome Families. J Natl Cancer Inst 2020; 111:675-683. [PMID: 30380125 DOI: 10.1093/jnci/djy159] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Revised: 06/15/2018] [Accepted: 08/14/2018] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The risk of cancers is well characterized in Lynch syndrome (LS) families but has been less studied in familial colorectal cancer type X (FCCTX) families. METHODS In this article, we compare the risk estimates of first and second colorectal cancers (CRCs) in 168 FCTTX and 780 LS families recruited through the Colon Cancer Family Registry as well as the risk of cancer-related deaths and disease-free survival (DFS) after a first CRC. Our methodology is based on a survival analysis approach, developed specifically to model the occurrence of successive cancers (ie, first and second CRCs) in the presence of competing risk events (ie, death from any causes). RESULTS We found an excess risk of first and second CRC in individuals with LS compared to FCCTX family members. However, for an average age at first CRC of 60 years in FCCTX families and 50 years in LS families, the DFS rates were comparable in men but lower in women from FCCTX vs LS families, eg , 75.1% (95% confidence interval [CI] = 69.0% to 80.9%) vs 78.9% (95% CI = 76.3% to 81.3%) for the 10-year DFS. The 10-year risk of cancer-related death was higher in FCCTX families vs LS families, eg, 15.4% in men (95% CI = 10.9% to 19.8%) and 19.3% in women (95% CI = 13.6% to 24.7%) vs 8.9% (95% CI = 7.5% to 11.4%) and 8.7% (95% CI = 7.1% to 10.8%), respectively. CONCLUSIONS Individuals with CRCs arising in the context of FCCTX do not experience the same improved DFS and overall survival of those with LS, and that difference may be relevant in management decisions.
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Affiliation(s)
- Yun-Hee Choi
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
| | - Lajmi Lakhal-Chaieb
- Department of Mathematics and Statistics, Laval University, Québec, QC, Canada
| | - Agnieszka Kröl
- Prosserman Centre for Health Research, Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | - Bing Yu
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada
| | - Daniel Buchanan
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Dennis Ahnen
- Division of Gastroenterology, Faculty of Medicine, University of Colorado, Aurora, CO
| | - Loic Le Marchand
- Population Sciences in the Pacific Program (Cancer Epidemiology), University of Hawaii Cancer Center, Honolulu, HI
| | - Polly A Newcomb
- Cancer Prevention Program, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Mark Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | | | - Laurent Briollais
- Prosserman Centre for Health Research, Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada.,Division of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
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25
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Gemechu SD, van Vliet CM, Win AK, Figueiredo JC, Le Marchand L, Gallinger S, Newcomb PA, Hopper JL, Lindor NM, Jenkins MA, Dowty JG. Do the risks of Lynch syndrome-related cancers depend on the parent of origin of the mutation? Fam Cancer 2020; 19:215-222. [PMID: 32107660 PMCID: PMC7410789 DOI: 10.1007/s10689-020-00167-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 11/19/2019] [Accepted: 02/19/2020] [Indexed: 01/07/2023]
Abstract
Individuals who carry pathogenic mutations in DNA mismatch repair (MMR) genes have high risks of cancer, and small studies have suggested that these risks depend on the sex of the parent from whom the mutation was inherited. We have conducted the first large study of such a parent-of-origin effect (POE). Our study was based on all MMR gene mutation carriers and their relatives in the Colon Cancer Family Registry, comprising 18,226 people. The POE was estimated as a hazard ratio (HR) using a segregation analysis approach that adjusted for ascertainment. HR = 1 corresponds to no POE and HR > 1 corresponds to higher risks for maternal mutations. For all MMR genes combined, the estimated POE HRs were 1.02 (95% confidence interval (CI) 0.75-1.39, p = 0.9) for male colorectal cancer, 1.12 (95% CI 0.81-1.54, p = 0.5) for female colorectal cancer and 0.84 (95% CI 0.52-1.36, p = 0.5) for endometrial cancer. Separate results for each MMR gene were similar. Therefore, despite being well-powered, our study did not find any evidence that cancer risks for MMR gene mutation carriers depend on the parent-of-origin of the mutation. Based on current evidence, we do not recommend that POEs be incorporated into the clinical guidelines or advice for such carriers.
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Affiliation(s)
- Shimelis Dejene Gemechu
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC, Australia
| | - Christine M van Vliet
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC, Australia
- Victorian Comprehensive Cancer Centre, University of Melbourne Centre for Cancer Research, Parkville, VIC, Australia
- Genetic Medicine, Royal Melbourne Hospital, Parkville, VIC, Australia
| | - Jane C Figueiredo
- 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
| | | | - Steven Gallinger
- Mount Sinai Hospital, Lunenfeld Tanenbaum Research Institute, University of Toronto, Toronto, ON, Canada
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- School of Public Health, University of Washington, Seattle, WA, USA
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC, Australia
| | - Noralane M Lindor
- Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC, Australia
- Victorian Comprehensive Cancer Centre, University of Melbourne Centre for Cancer Research, Parkville, VIC, Australia
| | - James G Dowty
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC, Australia.
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Feletto E, Lew JB, Worthington J, He E, Caruana M, Butler K, Hui H, Taylor N, Banks E, Barclay K, Broun K, Butt A, Carter R, Cuff J, Dessaix A, Ee H, Emery J, Frayling IM, Grogan P, Holden C, Horn C, Jenkins MA, Kench JG, Laaksonen MA, Leggett B, Mitchell G, Morris S, Parkinson B, St John DJ, Taoube L, Tucker K, Wakefield MA, Ward RL, Win AK, Worthley DL, Armstrong BK, Macrae FA, Canfell K. Pathways to a cancer-free future: a protocol for modelled evaluations to minimise the future burden of colorectal cancer in Australia. BMJ Open 2020; 10:e036475. [PMID: 32565470 PMCID: PMC7307542 DOI: 10.1136/bmjopen-2019-036475] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION With almost 50% of cases preventable and the Australian National Bowel Cancer Screening Program in place, colorectal cancer (CRC) is a prime candidate for investment to reduce the cancer burden. The challenge is determining effective ways to reduce morbidity and mortality and their implementation through policy and practice. Pathways-Bowel is a multistage programme that aims to identify best-value investment in CRC control by integrating expert and end-user engagement; relevant evidence; modelled interventions to guide future investment; and policy-driven implementation of interventions using evidence-based methods. METHODS AND ANALYSIS: Pathways-Bowel is an iterative work programme incorporating a calibrated and validated CRC natural history model for Australia (Policy1-Bowel) and assessing the health and cost outcomes and resource use of targeted interventions. Experts help identify and prioritise modelled evaluations of changing trends and interventions and critically assess results to advise on their real-world applicability. Where appropriate the results are used to support public policy change and make the case for optimal investment in specific CRC control interventions. Fourteen high-priority evaluations have been modelled or planned, including evaluations of CRC outcomes from the changing prevalence of modifiable exposures, including smoking and body fatness; potential benefits of daily aspirin intake as chemoprevention; increasing CRC incidence in people aged <50 years; increasing screening participation in the general and Aboriginal and Torres Strait Islander populations; alternative screening technologies and modalities; and changes to follow-up surveillance protocols. Pathways-Bowel is a unique, comprehensive approach to evaluating CRC control; no prior body of work has assessed the relative benefits of a variety of interventions across CRC development and progression to produce a list of best-value investments. ETHICS AND DISSEMINATION Ethics approval was not required as human participants were not involved. Findings are reported in a series of papers in peer-reviewed journals and presented at fora to engage the community and policymakers.
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Affiliation(s)
- Eleonora Feletto
- Cancer Research Division, Cancer Council NSW, Woolloomooloo, New South Wales, Australia
- School of Public Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Jie-Bin Lew
- Cancer Research Division, Cancer Council NSW, Woolloomooloo, New South Wales, Australia
- School of Public Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Joachim Worthington
- Cancer Research Division, Cancer Council NSW, Woolloomooloo, New South Wales, Australia
- School of Public Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Emily He
- Cancer Research Division, Cancer Council NSW, Woolloomooloo, New South Wales, Australia
- School of Public Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Michael Caruana
- Cancer Research Division, Cancer Council NSW, Woolloomooloo, New South Wales, Australia
- School of Public Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Katherine Butler
- Cancer Research Division, Cancer Council NSW, Woolloomooloo, New South Wales, Australia
| | - Harriet Hui
- Cancer Research Division, Cancer Council NSW, Woolloomooloo, New South Wales, Australia
| | - Natalie Taylor
- Cancer Research Division, Cancer Council NSW, Woolloomooloo, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Emily Banks
- ANU College of Medicine, Biology and Environment, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Karen Barclay
- Northern Clinical School, Melbourne Medical School, The University of Melbourne, Melbourne, Victoria, Australia
| | - Kate Broun
- Centre for Behavioural Research in Cancer, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Alison Butt
- Research Strategy Office, University of New South Wales, Sydney, New South Wales, Australia
| | - Rob Carter
- Deakin Institute for Health Research, Deakin University, Melbourne, Victoria, Australia
| | - Jeff Cuff
- Faculty of Science Biotech and Biomolecular Science, University of New South Wales, Sydney, New South Wales, Australia
- Research Advocate, Sydney, New South Wales, Australia
| | - Anita Dessaix
- Cancer Prevention and Advocacy, Cancer Council NSW, Woolloomooloo, New South Wales, Australia
| | - Hooi Ee
- Department of Gastroenterology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
| | - Jon Emery
- General Practice and Primary Care Academic Centre, University of Melbourne, Carlton, Victoria, Australia
| | - Ian M Frayling
- Inherited Tumour Syndromes Research Group, Division of Cancer & Genetics, Cardiff University, Cardiff, UK
| | - Paul Grogan
- Cancer Research Division, Cancer Council NSW, Woolloomooloo, New South Wales, Australia
- School of Public Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Carol Holden
- No Australians Dying of Bowel Cancer Initiative, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia
| | - Christopher Horn
- Cancer Institute New South Wales, Eveleigh, New South Wales, Australia
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, The University of Melbourne, Parkville, Victoria, Australia
| | - James G Kench
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Department of Tissue Pathology & Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Maarit A Laaksonen
- Centre for Big Data Research in Health, University of New South Wales, Sydney, New South Wales, Australia
| | - Barbara Leggett
- Conjoint Gastroenterology, QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
- School of Medicine, University of Queensland, Herston, Queensland, Australia
- Gastroenterology & Hepatology Department, Royal Brisbane and Women's Hospital, Herston, Queensland, Australia
| | - Gillian Mitchell
- Parkville Familial Cancer Centre, Peter MacCallum Cancer Institute, Melbourne, Victoria, Australia
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - Susan Morris
- Research Advocate, Sydney, New South Wales, Australia
- Lynch Syndrome Australia, Brisbane, Queensland, Australia
| | - Bonny Parkinson
- Macquarie University Centre for the Health Economy, Macquarie University, Sydney, New South Wales, Australia
| | - D James St John
- Cancer Council Victoria, Melbourne, Victoria, Australia
- Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, Melbourne, Victoria, Australia
| | - Linda Taoube
- School of Public Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Katherine Tucker
- Hereditary Cancer Centre, Prince of Wales Hospital, Randwick, New South Wales, Australia
- Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Melanie A Wakefield
- Centre for Behavioural Research in Cancer, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Robyn L Ward
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, The University of Melbourne, Parkville, Victoria, Australia
- Precision Prevention and Early Detection, University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, Victoria, Australia
| | - Daniel L Worthley
- No Australians Dying of Bowel Cancer Initiative, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia
| | - Bruce K Armstrong
- School of Public Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Finlay A Macrae
- Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, Melbourne, Victoria, Australia
- Genetic Medicine, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Karen Canfell
- Cancer Research Division, Cancer Council NSW, Woolloomooloo, New South Wales, Australia
- School of Public Health, The University of Sydney, Sydney, New South Wales, Australia
- Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales, Australia
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Gupta S, Bharti B, Ahnen DJ, Buchanan DD, Cheng IC, Cotterchio M, Figueiredo JC, Gallinger SJ, Haile RW, Jenkins MA, Lindor NM, Macrae FA, Le Marchand L, Newcomb PA, Thibodeau SN, Win AK, Martinez ME. Potential impact of family history-based screening guidelines on the detection of early-onset colorectal cancer. Cancer 2020; 126:3013-3020. [PMID: 32307706 DOI: 10.1002/cncr.32851] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [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: 10/19/2019] [Revised: 02/04/2020] [Accepted: 02/06/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND Initiating screening at an earlier age based on cancer family history is one of the primary recommended strategies for the prevention and detection of early-onset colorectal cancer (EOCRC), but data supporting the effectiveness of this approach are limited. The authors assessed the performance of family history-based guidelines for identifying individuals with EOCRC. METHODS The authors conducted a population-based, case-control study of individuals aged 40 to 49 years with (2473 individuals) and without (772 individuals) incident CRC in the Colon Cancer Family Registry from 1998 through 2007. They estimated the sensitivity and specificity of family history-based criteria jointly recommended by the American Cancer Society, the US Multi-Society Task Force on CRC, and the American College of Radiology in 2008 for early screening, and the age at which each participant could have been recommended screening initiation if these criteria had been applied. RESULTS Family history-based early screening criteria were met by approximately 25% of cases (614 of 2473 cases) and 10% of controls (74 of 772 controls), with a sensitivity of 25% and a specificity of 90% for identifying EOCRC cases aged 40 to 49 years. Among 614 individuals meeting early screening criteria, 98.4% could have been recommended screening initiation at an age younger than the observed age of diagnosis. CONCLUSIONS Of CRC cases aged 40 to 49 years, 1 in 4 met family history-based early screening criteria, and nearly all cases who met these criteria could have had CRC diagnosed earlier (or possibly even prevented) if earlier screening had been implemented as per family history-based guidelines. Additional strategies are needed to improve the detection and prevention of EOCRC for individuals not meeting family history criteria for early screening.
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Affiliation(s)
- Samir Gupta
- Section of Gastroenterology, San Diego Veterans Affairs Healthcare System, San Diego, California.,Department of Medicine, University of California at San Diego, La Jolla, California.,Moores Cancer Center, University of California at San Diego, La Jolla, California
| | - Balambal Bharti
- Department of Medicine, University of California at San Diego, La Jolla, California.,Moores Cancer Center, University of California at San Diego, La Jolla, California
| | - Dennis J Ahnen
- Department of Medicine, Division of Gastroenterology & Hepatology, University of Colorado Anschutz Medical Center, Aurora, Colorado.,Gastroenterology of the Rockies, Boulder, Colorado
| | - 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
| | - Iona C Cheng
- Department of Epidemiology and Biostatistics, University of California at San Francisco, San Francisco, California
| | - Michelle Cotterchio
- Prevention and Cancer Control, Cancer Care Ontario, Toronto, Ontario, Canada
| | - Jane C Figueiredo
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | | | - Robert W Haile
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Mark A Jenkins
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Victoria, Australia.,Centre for Epidemiology and Biostatistics, School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Noralane M Lindor
- Department of Health Sciences Research, Mayo Clinic, Scottsdale, Arizona
| | - Finlay A Macrae
- Colorectal Medicine and Genetics, Department of Medicine, University of Melbourne, The Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Loïc Le Marchand
- Epidemiology Program, Research Cancer Center of Hawaii, University of Hawaii, Honolulu, Hawaii
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Stephen N Thibodeau
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Aung Ko Win
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Victoria, Australia.,Centre for Epidemiology and Biostatistics, School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Maria Elena Martinez
- Moores Cancer Center, University of California at San Diego, La Jolla, California.,Department of Family Medicine and Public Health, University of California at San Diego, La Jolla, California
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28
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Khankari NK, Banbury BL, Borges MC, Haycock P, Albanes D, Arndt V, Berndt SI, Bézieau S, Brenner H, Campbell PT, Casey G, Chan AT, Chang-Claude J, Conti DV, Cotterchio M, English DR, Figueiredo JC, Giles GG, Giovannucci EL, Gunter MJ, Hampe J, Hoffmeister M, Hopper JL, Jenkins MA, Joshi AD, Marchand LL, Lemire M, Li CI, Li L, Lindblom A, Martín V, Moreno V, Newcomb PA, Offit K, Pharoah PDP, Rennert G, Sakoda LC, Schafmayer C, Schmit SL, Slattery ML, Song M, Thibodeau SN, Ulrich CM, Weinstein SJ, White E, Win AK, Wolk A, Woods MO, Wu AH, Cai Q, Denny JC, Edwards TL, Murff HJ, Gruber SB, Peters U, Zheng W. Mendelian Randomization of Circulating Polyunsaturated Fatty Acids and Colorectal Cancer Risk. Cancer Epidemiol Biomarkers Prev 2020; 29:860-870. [PMID: 32051193 PMCID: PMC7125012 DOI: 10.1158/1055-9965.epi-19-0891] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 10/03/2019] [Accepted: 01/23/2020] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Results from epidemiologic studies examining polyunsaturated fatty acids (PUFA) and colorectal cancer risk are inconsistent. Mendelian randomization may strengthen causal inference from observational studies. Given their shared metabolic pathway, examining the combined effects of aspirin/NSAID use with PUFAs could help elucidate an association between PUFAs and colorectal cancer risk. METHODS Information was leveraged from genome-wide association studies (GWAS) regarding PUFA-associated SNPs to create weighted genetic scores (wGS) representing genetically predicted circulating blood PUFAs for 11,016 non-Hispanic white colorectal cancer cases and 13,732 controls in the Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO). Associations per SD increase in the wGS were estimated using unconditional logistic regression. Interactions between PUFA wGSs and aspirin/NSAID use on colorectal cancer risk were also examined. RESULTS Modest colorectal cancer risk reductions were observed per SD increase in circulating linoleic acid [ORLA = 0.96; 95% confidence interval (CI) = 0.93-0.98; P = 5.2 × 10-4] and α-linolenic acid (ORALA = 0.95; 95% CI = 0.92-0.97; P = 5.4 × 10-5), whereas modest increased risks were observed for arachidonic (ORAA = 1.06; 95% CI = 1.03-1.08; P = 3.3 × 10-5), eicosapentaenoic (OREPA = 1.04; 95% CI = 1.01-1.07; P = 2.5 × 10-3), and docosapentaenoic acids (ORDPA = 1.03; 95% CI = 1.01-1.06; P = 1.2 × 10-2). Each of these effects was stronger among aspirin/NSAID nonusers in the stratified analyses. CONCLUSIONS Our study suggests that higher circulating shorter-chain PUFAs (i.e., LA and ALA) were associated with reduced colorectal cancer risk, whereas longer-chain PUFAs (i.e., AA, EPA, and DPA) were associated with an increased colorectal cancer risk. IMPACT The interaction of PUFAs with aspirin/NSAID use indicates a shared colorectal cancer inflammatory pathway. Future research should continue to improve PUFA genetic instruments to elucidate the independent effects of PUFAs on colorectal cancer.
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Affiliation(s)
- Nikhil K Khankari
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee.
| | - Barbara L Banbury
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Maria C Borges
- Medical Research Council (MRC) Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Philip Haycock
- Medical Research Council (MRC) Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, NCI, NIH, Bethesda, Maryland
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, NCI, NIH, Bethesda, Maryland
| | - Stéphane Bézieau
- Service de Génétique Médicale, Centre Hospitalier Universitaire (CHU) Nantes, Nantes, France
| | - 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
| | - Peter T Campbell
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, Georgia
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, Virginia
| | - 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
| | - Jenny Chang-Claude
- University Medical Centre Hamburg-Eppendorf, University Cancer Centre Hamburg (UCCH), Hamburg, Germany
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - David V Conti
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Michelle Cotterchio
- Prevention and Cancer Control, Cancer Care Ontario, Toronto, Ontario, Canada
| | - 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
| | - Jane C Figueiredo
- Department of Preventive Medicine, 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
| | - 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
| | - Edward L Giovannucci
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Marc J Gunter
- Nutrition and Metabolism Section, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Jochen Hampe
- Department of Medicine, University Hospital Dresden, Technische Universität Dresden (TU Dresden), Dresden, Germany
| | - 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
| | - 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, Massachusetts
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | | | - Mathieu Lemire
- PanCuRx Translational Research Initiative, Ontario, Institute for Cancer Research, Toronto, Ontario, Canada
| | - Christopher I Li
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Li Li
- Department of Family Medicine, University of Virginia, Charlottesville, Virginia
| | - Annika Lindblom
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Vicente Martín
- Área de Medicina Preventiva y Salud Publica, Universidad de León, León, Spain
| | - Victor Moreno
- Cancer Prevention and Control Program, Catalan Institute of Oncology-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Epidemiology, University of Washington School of Public Health and Community Medicine, Seattle, Washington
| | - 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 P Pharoah
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - 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
| | - Lori C Sakoda
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Clemens Schafmayer
- Department of General and Thoracic Surgery, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Stephanie L Schmit
- Department of Preventive Medicine, 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
| | - Martha L Slattery
- Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, Utah
| | - Mingyang Song
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- 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
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Stephen N Thibodeau
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Cornelia M Ulrich
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, Utah
| | | | - Emily White
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Epidemiology, University of Washington School of Public Health and Community Medicine, Seattle, Washington
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Michael O Woods
- Discipline of Genetics, Memorial University of Newfoundland, St. John's, Newfoundland, Canada
| | - Anna H Wu
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Qiuyin Cai
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Joshua C Denny
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Todd L Edwards
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Harvey J Murff
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Stephen B Gruber
- Department of Medical Oncology, City of Hope National Medical Center, Duarte, California
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Epidemiology, University of Washington School of Public Health and Community Medicine, Seattle, Washington
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee
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29
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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.
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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.
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Dashti SG, Li WY, Buchanan DD, Clendenning M, Rosty C, Winship IM, Macrae FA, Giles GG, Hardikar S, Hua X, Thibodeau SN, Figueiredo JC, Casey G, Haile RW, Gallinger S, Le Marchand L, Newcomb PA, Potter JD, Lindor NM, Hopper JL, Jenkins MA, Win AK. Type 2 diabetes mellitus, blood cholesterol, triglyceride and colorectal cancer risk in Lynch syndrome. Br J Cancer 2019; 121:869-876. [PMID: 31551580 PMCID: PMC6888855 DOI: 10.1038/s41416-019-0580-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 08/26/2019] [Accepted: 08/30/2019] [Indexed: 12/26/2022] Open
Abstract
Background Type 2 diabetes mellitus and high total cholesterol and triglycerides are known to be associated with increased colorectal cancer risk for the general population. These associations are unknown for people with a germline DNA mismatch repair gene mutation (Lynch syndrome), who are at high risk of colorectal cancer. Methods This study included 2023 (56.4% female) carriers with a mismatch repair gene mutation (737 in MLH1, 928 in MSH2, 230 in MSH6, 106 in PMS2, 22 in EPCAM) recruited by the Colon Cancer Family Registry between 1998 and 2012. Weighted Cox regression was used to estimate the hazard ratios (HR) and 95% confidence intervals (CI) for the associations between self-reported type 2 diabetes, high cholesterol, triglyceride and colorectal cancer risk. Results Overall, 802 carriers were diagnosed with colorectal cancer at a median age of 42 years. A higher risk of colorectal cancer was observed in those with self-reported type-2 diabetes (HR 1.92; 95% CI, 1.03–3.58) and high cholesterol (HR 1.76; CI 1.23–2.52) compared with those without these conditions. There was no evidence of high triglyceride being associated with colorectal cancer risk. Conclusion For people with Lynch syndrome, self-reported type-2 diabetes mellitus and high cholesterol were associated with increased colorectal cancer risk.
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Affiliation(s)
- S Ghazaleh Dashti
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, 3010, Australia.,Victorian Comprehensive Cancer Centre, University of Melbourne Centre for Cancer Research, Melbourne, VIC, 3000, Australia.,Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, VIC, 3004, Australia
| | - Wing Yan Li
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, 3010, Australia.,Victorian Comprehensive Cancer Centre, University of Melbourne Centre for Cancer Research, Melbourne, VIC, 3000, Australia
| | - Daniel D Buchanan
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, 3010, Australia.,Victorian Comprehensive Cancer Centre, University of Melbourne Centre for Cancer Research, Melbourne, VIC, 3000, Australia.,Genetic Medicine, Royal Melbourne Hospital, Parkville, VIC, 3050, Australia.,Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Mark Clendenning
- Victorian Comprehensive Cancer Centre, University of Melbourne Centre for Cancer Research, Melbourne, VIC, 3000, Australia.,Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Christophe Rosty
- Victorian Comprehensive Cancer Centre, University of Melbourne Centre for Cancer Research, Melbourne, VIC, 3000, Australia.,Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, VIC, 3010, Australia.,Envoi Specialist Pathologists, Brisbane, QLD, 4059, Australia.,Faculty of Medicine, University of Queensland, Brisbane, QLD, 4006, Australia
| | - Ingrid M Winship
- Genetic Medicine, Royal Melbourne Hospital, Parkville, VIC, 3050, Australia.,Department of Medicine, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Finlay A Macrae
- Genetic Medicine, Royal Melbourne Hospital, Parkville, VIC, 3050, Australia.,Department of Medicine, The University of Melbourne, Parkville, VIC, 3010, Australia.,Colorectal Medicine and Genetics, Royal Melbourne Hospital, Parkville, VIC, 3050, Australia
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, 3010, Australia.,Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, VIC, 3004, Australia
| | - Sheetal Hardikar
- Department of Population Health Sciences, University of Utah, Salt Lake City, UT, 84112, USA.,Population Sciences, Huntsman Cancer Institute, Salt Lake City, UT, 84112, USA.,Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Xinwei Hua
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA.,School of Public Health, University of Washington, Seattle, WA, 98195, USA
| | - Stephen N Thibodeau
- Molecular Genetics Laboratory, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55455, USA
| | - Jane C Figueiredo
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA.,Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90032, USA
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, 22908, USA
| | - Robert W Haile
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA
| | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, ON, M5G 1×5, Canada
| | - Loïc Le Marchand
- University of Hawaii Cancer Center, Honolulu, Hawaii, 96813, USA
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA.,School of Public Health, University of Washington, Seattle, WA, 98195, USA
| | - John D Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA.,School of Public Health, University of Washington, Seattle, WA, 98195, USA.,Centre for Public Health Research, Massey University, Wellington, 6140, New Zealand
| | - Noralane M Lindor
- Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, AZ, 85259, USA
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, 3010, Australia.,Victorian Comprehensive Cancer Centre, University of Melbourne Centre for Cancer Research, Melbourne, VIC, 3000, Australia
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, 3010, Australia.,Victorian Comprehensive Cancer Centre, University of Melbourne Centre for Cancer Research, Melbourne, VIC, 3000, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, 3010, Australia. .,Victorian Comprehensive Cancer Centre, University of Melbourne Centre for Cancer Research, Melbourne, VIC, 3000, Australia. .,Genetic Medicine, Royal Melbourne Hospital, Parkville, VIC, 3050, Australia.
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31
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Jayasekara H, MacInnis RJ, Chamberlain JA, Dite GS, Leoce NM, Dowty JG, Bickerstaffe A, Win AK, Milne RL, Giles GG, Terry MB, Eccles DM, Southey MC, Hopper JL. Mortality after breast cancer as a function of time since diagnosis by estrogen receptor status and age at diagnosis. Int J Cancer 2019; 145:3207-3217. [PMID: 30771221 DOI: 10.1002/ijc.32214] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [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: 10/14/2018] [Revised: 01/16/2019] [Accepted: 01/23/2019] [Indexed: 01/13/2023]
Abstract
Our aim was to estimate how long-term mortality following breast cancer diagnosis depends on age at diagnosis, tumor estrogen receptor (ER) status, and the time already survived. We used the population-based Australian Breast Cancer Family Study which followed-up 1,196 women enrolled during 1992-1999 when aged <60 years at diagnosis with a first primary invasive breast cancer, over-sampled for younger ages at diagnosis, for whom tumor pathology features and ER status were measured. There were 375 deaths (median follow-up = 15.7; range = 0.8-21.4, years). We estimated the mortality hazard as a function of time since diagnosis using a flexible parametric survival analysis with ER status a time-dependent covariate. For women with ER-negative tumors compared with those with ER-positive tumors, 5-year mortality was initially higher (p < 0.001), similar if they survived to 5 years (p = 0.4), and lower if they survived to 10 years (p = 0.02). The estimated mortality hazard for ER-negative disease peaked at ~3 years post-diagnosis, thereafter declined with time, and at 7 years post-diagnosis became lower than that for ER-positive disease. This pattern was more pronounced for women diagnosed at younger ages. Mortality was also associated with lymph node count (hazard ratio (HR) per 10 nodes = 2.52 [95% CI:2.11-3.01]) and tumor grade (HR per grade = 1.62 [95% CI:1.34-1.96]). The risk of death following a breast cancer diagnosis differs substantially and qualitatively with diagnosis age, ER status and time survived. For women who survive >7 years, those with ER-negative disease will on average live longer, and more so if younger at diagnosis.
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Affiliation(s)
- Harindra Jayasekara
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia.,Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, VIC, Australia.,Colorectal Oncogenomics Group, Department of Clinical Pathology, Melbourne Medical School, The University of Melbourne, Melbourne, VIC, Australia.,University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, VIC, Australia
| | - Robert J MacInnis
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia.,Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, VIC, Australia
| | - James A Chamberlain
- Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, VIC, Australia
| | - Gillian S Dite
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Nicole M Leoce
- Department of Epidemiology, Mailman School of Public Health, Columbia University, NY, New York
| | - James G Dowty
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Adrian Bickerstaffe
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia.,University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, VIC, Australia.,Genetic Medicine and Family Cancer Clinic, The Royal Melbourne Hospital, Parkville, VIC, Australia
| | - Roger L Milne
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia.,Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, VIC, Australia.,Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia.,Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, VIC, Australia
| | - Mary Beth Terry
- Department of Epidemiology, Mailman School of Public Health, Columbia University, NY, New York.,Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, NY, New York
| | - Diana M Eccles
- Cancer Sciences Academic Unit and Southampton Clinical Trials Unit, Faculty of Medicine, University of Southampton and University Hospital Southampton Foundation Trust, Southampton, United Kingdom
| | - Melissa C Southey
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia.,Genetic Epidemiology Laboratory, Department of Clinical Pathology, Melbourne Medical School, The University of Melbourne, Melbourne, VIC, Australia
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
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32
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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.
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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
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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.
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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.
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34
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Dashti SG, Win AK, Hardikar SS, Glombicki SE, Mallenahalli S, Thirumurthi S, Peterson SK, You YN, Buchanan DD, Figueiredo JC, Campbell PT, Gallinger S, Newcomb PA, Potter JD, Lindor NM, Le Marchand L, Haile RW, Hopper JL, Jenkins MA, Basen-Engquist KM, Lynch PM, Pande M. Physical activity and the risk of colorectal cancer in Lynch syndrome. Int J Cancer 2018; 143:2250-2260. [PMID: 29904935 PMCID: PMC6195467 DOI: 10.1002/ijc.31611] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [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: 02/08/2018] [Revised: 04/25/2018] [Accepted: 05/09/2018] [Indexed: 01/07/2023]
Abstract
Greater physical activity is associated with a decrease in risk of colorectal cancer for the general population; however, little is known about its relationship with colorectal cancer risk in people with Lynch syndrome, carriers of inherited pathogenic mutations in genes affecting DNA mismatch repair (MMR). We studied a cohort of 2,042 MMR gene mutations carriers (n = 807, diagnosed with colorectal cancer), from the Colon Cancer Family Registry. Self-reported physical activity in three age-periods (20-29, 30-49 and ≥50 years) was summarized as average metabolic equivalent of task hours per week (MET-hr/week) during the age-period of cancer diagnosis or censoring (near-term exposure) and across all age-periods preceding cancer diagnosis or censoring (long-term exposure). Weighted Cox regression was used to estimate the hazard ratio (HR) and 95% confidence intervals (CI) for the association between physical activity and colorectal cancer risk. Near-term physical activity was associated with a small reduction in the risk of colorectal cancer (HR ≥35 vs. <3.5 MET-hr/week, 0.71; 95% CI, 0.53-0.96). The strength and direction of associations were similar for long-term physical activity, although the associations were not nominally significant. Our results suggest that physical activity is inversely associated with the risk of colorectal cancer for people with Lynch syndrome; however, further confirmation is warranted. The potential modifying effect of physical activity on colorectal cancer risk in people with Lynch syndrome could be useful for risk prediction and support counseling advice for lifestyle modification to reduce cancer risk.
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Affiliation(s)
- S. Ghazaleh Dashti
- Center for Epidemiology and Biostatistics, The University of Melbourne School of Population and Global Health, Parkville, VIC 3010, Australia
| | - Aung Ko Win
- Center for Epidemiology and Biostatistics, The University of Melbourne School of Population and Global Health, Parkville, VIC 3010, Australia
- Genomic Medicine and Family Cancer Clinic, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Sheetal S Hardikar
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Stephen E Glombicki
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Sheila Mallenahalli
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Selvi Thirumurthi
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Susan K Peterson
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Y Nancy You
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Daniel D Buchanan
- Center for Epidemiology and Biostatistics, The University of Melbourne School of Population and Global Health, Parkville, VIC 3010, Australia
- Genomic Medicine and Family Cancer Clinic, The Royal Melbourne Hospital, Parkville, Victoria, Australia
- 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 3010 Australia
| | - Jane C Figueiredo
- Keck School of Medicine, Norris Comprehensive Cancer Center, The University of Southern California, Los Angeles, California, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Peter T Campbell
- Epidemiology Research Program, American Cancer Society, Atlanta, GA, USA
| | - Steven Gallinger
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Polly A Newcomb
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
- School of Public Health, University of Washington, Seattle, Washington, USA
| | - John D Potter
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Noralane M Lindor
- Department of Health Sciences Research, Mayo Clinic, Scottsdale, AZ, USA
| | - Loic Le Marchand
- Cancer Epidemiology Program, The University of Hawaii Cancer Center, Honolulu, HI, USA
| | | | - John L Hopper
- Center for Epidemiology and Biostatistics, The University of Melbourne School of Population and Global Health, Parkville, VIC 3010, Australia
| | - Mark A Jenkins
- Center for Epidemiology and Biostatistics, The University of Melbourne School of Population and Global Health, Parkville, VIC 3010, Australia
| | - Karen M Basen-Engquist
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Patrick M Lynch
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Mala Pande
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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35
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ten Broeke SW, van der Klift HM, Tops CM, Aretz S, Bernstein I, Buchanan DD, de la Chapelle A, Capella G, Clendenning M, Engel C, Gallinger S, Gomez Garcia E, Figueiredo JC, Haile R, Hampel HL, van Hest L, Hopper JL, Hoogerbrugge N, von Knebel Doeberitz M, Le Marchand L, Letteboer TG, Jenkins MA, Lindblom A, Lindor NM, Mensenkamp AR, Møller P, Newcomb PA, van Os TA, Pearlman R, Pineda M, Rahner N, Redeker EJ, Olderode-Berends MJ, Rosty C, Schackert HK, Scott R, Senter L, Spruijt L, Steinke-Lange V, Suerink M, Thibodeau S, Vos YJ, Wagner A, Winship I, Hes FJ, Vasen HF, Wijnen JT, Nielsen M, Win AK. Cancer Risks for PMS2-Associated Lynch Syndrome. J Clin Oncol 2018; 36:2961-2968. [PMID: 30161022 PMCID: PMC6349460 DOI: 10.1200/jco.2018.78.4777] [Citation(s) in RCA: 122] [Impact Index Per Article: 20.3] [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] [Indexed: 01/07/2023] Open
Abstract
PURPOSE Lynch syndrome due to pathogenic variants in the DNA mismatch repair genes MLH1, MSH2, and MSH6 is predominantly associated with colorectal and endometrial cancer, although extracolonic cancers have been described within the Lynch tumor spectrum. However, the age-specific cumulative risk (penetrance) of these cancers is still poorly defined for PMS2-associated Lynch syndrome. Using a large data set from a worldwide collaboration, our aim was to determine accurate penetrance measures of cancers for carriers of heterozygous pathogenic PMS2 variants. METHODS A modified segregation analysis was conducted that incorporated both genotyped and nongenotyped relatives, with conditioning for ascertainment to estimates corrected for bias. Hazard ratios (HRs) and corresponding 95% CIs were estimated for each cancer site for mutation carriers compared with the general population, followed by estimation of penetrance. RESULTS In total, 284 families consisting of 4,878 first- and second-degree family members were included in the analysis. PMS2 mutation carriers were at increased risk for colorectal cancer (cumulative risk to age 80 years of 13% [95% CI, 7.9% to 22%] for males and 12% [95% CI, 6.7% to 21%] for females) and endometrial cancer (13% [95% CI, 7.0%-24%]), compared with the general population (6.6%, 4.7%, and 2.4%, respectively). There was no clear evidence of an increased risk of ovarian, gastric, hepatobiliary, bladder, renal, brain, breast, prostate, or small bowel cancer. CONCLUSION Heterozygous PMS2 mutation carriers were at small increased risk for colorectal and endometrial cancer but not for any other Lynch syndrome-associated cancer. This finding justifies that PMS2-specific screening protocols could be restricted to colonoscopies. The role of risk-reducing hysterectomy and bilateral salpingo-oophorectomy for PMS2 mutation carriers needs further discussion.
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Affiliation(s)
- Sanne W. ten Broeke
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Heleen M. van der Klift
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Carli M.J. Tops
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Stefan Aretz
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Inge Bernstein
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Daniel D. Buchanan
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Albert de la Chapelle
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Gabriel Capella
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Mark Clendenning
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Christoph Engel
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Steven Gallinger
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Encarna Gomez Garcia
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Jane C. Figueiredo
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Robert Haile
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Heather L. Hampel
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Liselotte van Hest
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - John L. Hopper
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Nicoline Hoogerbrugge
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Magnus von Knebel Doeberitz
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Loic Le Marchand
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Tom G.W. Letteboer
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Mark A. Jenkins
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Annika Lindblom
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Noralane M. Lindor
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Arjen R. Mensenkamp
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Pål Møller
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Polly A. Newcomb
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Theo A.M. van Os
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Rachel Pearlman
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Marta Pineda
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Nils Rahner
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Egbert J.W. Redeker
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Maran J.W. Olderode-Berends
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Christophe Rosty
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Hans K. Schackert
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Rodney Scott
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Leigha Senter
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Liesbeth Spruijt
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Verena Steinke-Lange
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Manon Suerink
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Stephen Thibodeau
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Yvonne J. Vos
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Anja Wagner
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Ingrid Winship
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Frederik J. Hes
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Hans F.A. Vasen
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Juul T. Wijnen
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Maartje Nielsen
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
| | - Aung Ko Win
- Sanne W. ten Broeke, Heleen M. van der Klift, Carli M.J. Tops, Manon Suerink, Frederik J. Hes, Hans F.A. Vasen, Juul T. Wijnen, and Maartje Nielsen, Leiden University Medical Center, Leiden; Encarna Gomez Garcia, Maastricht University Medical Center, Maastricht; Nicoline Hoogerbrugge, Arjen R. Mensenkamp, and Liesbeth Spruijt, Radboud University Medical Center, Nijmegen; Tom G.W. Letteboer, University Medical Center, Utrecht; Theo A.M. van Os and Egbert J.W. Redeker, Academic Medical Center; Liselotte van Hest, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam; Maran J.W. Olderode-Berends and Yvonne J. Vos, University of Groningen; University Medical Center Groningen, Groningen; Anja Wagner, Erasmus Medical Center, Rotterdam, the Netherlands; Stefan Aretz, University of Bonn; University Hospital Bonn, Bonn; Christoph Engel, Leipzig University; Medizinisch Genetisches Zentrum Bayerstr, Leipzig; Magnus von Knebel Doeberitz, University of Heidelberg; German Cancer Research Center, Heidelberg; Pål Møller, University of Witten-Herdecke, Wuppertal; Nils Rahner, Heinrich-Heine-University, Düsseldorf; Hans K. Schackert, Technische Universität Dresden, Dresden; Verena Steinke-Lange, Medizinische Klinik und Poliklinik IV Campus Innenstadt, Klinikum der Universität München, Munich, Germany; Pål Møller, The Norwegian Radium Hospital; Oslo University Hospital, Oslo, Norway; Inge Bernstein, Hvidovre Hospital, Hvidovre, and Aalborg University Hospital, Aalborg, Denmark; Daniel D. Buchanan, Mark Clendenning, John L. Hopper, Mark A. Jenkins, Christophe Rosty, Ingrid Winship, and Aung Ko Win, The University of Melbourne; Daniel D. Buchanan, Ingrid Winship, and Aung Ko Win, Royal Melbourne Hospital, Parkville, Melbourne, Victoria; Rodney Scott, University of Newcastle, Newcastle, New South Wales, Australia; Albert de la Chapelle, Heather L. Hampel, Rachel Pearlman, and Leigha Senter, The Ohio State University Comprehensive Cancer Center, Columbus, OH; Gabriel Capella and Marta Pineda, Institut d'Investigació Biomédica de Bellvitge, Barcelona, Spain; Steven Gallinger, Mount Sinai Hospital, Toronto, Ontario, Canada; Jane C. Figueiredo and Robert Haile, Cedars-Sinai Medical Center, Los Angeles, CA; Loic Le Marchand, University of Hawaii Cancer Center, Honolulu, HI; Annika Lindblom, Karolinska Institutet; Karolinska University Hospital, Stockholm, Sweden; Noralane M. Lindor, Mayo Clinic Arizona, Scottsdale, AZ; Polly A. Newcomb, Fred Hutchinson Cancer Research Center; University of Washington, Seattle, WA; and Stephen Thibodeau, Mayo Clinic, Rochester, MN
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Pande M, Joon A, Brewster AM, Chen WV, Hopper JL, Eng C, Shete S, Casey G, Schumacher F, Lin Y, Harrison TA, White E, Ahsan H, Andrulis IL, Whittemore AS, John EM, Ko Win A, Makalic E, Schmidt DF, Kapuscinski MK, Ochs-Balcom HM, Gallinger S, Jenkins MA, Newcomb PA, Lindor NM, Peters U, Amos CI, Lynch PM. Genetic susceptibility markers for a breast-colorectal cancer phenotype: Exploratory results from genome-wide association studies. PLoS One 2018; 13:e0196245. [PMID: 29698419 PMCID: PMC5919670 DOI: 10.1371/journal.pone.0196245] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [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: 01/25/2018] [Accepted: 04/09/2018] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Clustering of breast and colorectal cancer has been observed within some families and cannot be explained by chance or known high-risk mutations in major susceptibility genes. Potential shared genetic susceptibility between breast and colorectal cancer, not explained by high-penetrance genes, has been postulated. We hypothesized that yet undiscovered genetic variants predispose to a breast-colorectal cancer phenotype. METHODS To identify variants associated with a breast-colorectal cancer phenotype, we analyzed genome-wide association study (GWAS) data from cases and controls that met the following criteria: cases (n = 985) were women with breast cancer who had one or more first- or second-degree relatives with colorectal cancer, men/women with colorectal cancer who had one or more first- or second-degree relatives with breast cancer, and women diagnosed with both breast and colorectal cancer. Controls (n = 1769), were unrelated, breast and colorectal cancer-free, and age- and sex- frequency-matched to cases. After imputation, 6,220,060 variants were analyzed using the discovery set and variants associated with the breast-colorectal cancer phenotype at P<5.0E-04 (n = 549, at 60 loci) were analyzed for replication (n = 293 cases and 2,103 controls). RESULTS Multiple correlated SNPs in intron 1 of the ROBO1 gene were suggestively associated with the breast-colorectal cancer phenotype in the discovery and replication data (most significant; rs7430339, Pdiscovery = 1.2E-04; rs7429100, Preplication = 2.8E-03). In meta-analysis of the discovery and replication data, the most significant association remained at rs7429100 (P = 1.84E-06). CONCLUSION The results of this exploratory analysis did not find clear evidence for a susceptibility locus with a pleiotropic effect on hereditary breast and colorectal cancer risk, although the suggestive association of genetic variation in the region of ROBO1, a potential tumor suppressor gene, merits further investigation.
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Affiliation(s)
- Mala Pande
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas, MD, Anderson Cancer Center, Houston, United States of America
| | - Aron Joon
- Department of Biostatistics, The University of Texas, MD, Anderson Cancer Center, Houston, TX, United States of America
| | - Abenaa M. Brewster
- Department of Clinical Cancer Prevention, The University of Texas, MD, Anderson Cancer Center, Houston, TX, United States of America
| | - Wei V. Chen
- Department of Genetics, The University of Texas, MD, Anderson Cancer Center, Houston, TX, United States of America
| | - John L. Hopper
- Epidemiology and Institute of Health and Environment, The University of Melbourne School of Population and Global Health, Parkville, VIC, Australia
| | - Cathy Eng
- Department of GI Medical Oncology, The University of Texas, MD, Anderson Cancer Center, Houston, TX, United States of America
| | - Sanjay Shete
- Department of Biostatistics, The University of Texas, MD, Anderson Cancer Center, Houston, TX, United States of America
- Department of Epidemiology, The University of Texas, MD, Anderson Cancer Center, Houston, TX, United States of America
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, United States of America
| | - Fredrick Schumacher
- Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, OH, United States of America
| | - Yi Lin
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Tabitha A. Harrison
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Emily White
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Habibul Ahsan
- Department of Public Health Sciences, University of Chicago, Chicago, IL, United States of America
| | - Irene L. Andrulis
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Health System, Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Alice S. Whittemore
- Department of Health Research and Policy, Stanford University School of Medicine, Stanford, CA, United States of America
| | - Esther M. John
- Department of Health Research and Policy, Stanford University School of Medicine, Stanford, CA, United States of America
- Department of Epidemiology, Cancer Prevention Institute of California, Fremont, CA, United States of America
| | - Aung Ko Win
- Epidemiology and Institute of Health and Environment, The University of Melbourne School of Population and Global Health, Parkville, VIC, Australia
| | - Enes Makalic
- Epidemiology and Institute of Health and Environment, The University of Melbourne School of Population and Global Health, Parkville, VIC, Australia
| | - Daniel F. Schmidt
- Epidemiology and Institute of Health and Environment, The University of Melbourne School of Population and Global Health, Parkville, VIC, Australia
| | - Miroslaw K. Kapuscinski
- Epidemiology and Institute of Health and Environment, The University of Melbourne School of Population and Global Health, Parkville, VIC, Australia
| | - Heather M. Ochs-Balcom
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, Buffalo, New York, United States of America
| | - Steven Gallinger
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Health System, Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Mark A. Jenkins
- Epidemiology and Institute of Health and Environment, The University of Melbourne School of Population and Global Health, Parkville, VIC, Australia
| | - Polly A. Newcomb
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Noralane M. Lindor
- Department of Health Sciences Research, Mayo Clinic, Scottsdale, AZ, United States of America
| | - Ulrike Peters
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Christopher I. Amos
- Department of Community and Family Medicine, Dartmouth College, Lebanon, NH, United States of America
| | - Patrick M. Lynch
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas, MD, Anderson Cancer Center, Houston, United States of America
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Jenkins MA, Win AK, Templeton AS, Angelakos MS, Buchanan DD, Cotterchio M, Figueiredo JC, Thibodeau SN, Baron JA, Potter JD, Hopper JL, Casey G, Gallinger S, Le Marchand L, Lindor NM, Newcomb PA, Haile RW. Cohort Profile: The Colon Cancer Family Registry Cohort (CCFRC). Int J Epidemiol 2018; 47:387-388i. [PMID: 29490034 PMCID: PMC5913593 DOI: 10.1093/ije/dyy006] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 12/19/2017] [Accepted: 01/15/2018] [Indexed: 01/02/2023] Open
Affiliation(s)
- Mark A Jenkins
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
- Genetic Medicine, Royal Melbourne Hospital, Parkville, VIC, Australia
| | - Allyson S Templeton
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Maggie S Angelakos
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC, Australia
| | - Daniel D Buchanan
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
- Genetic Medicine, Royal Melbourne Hospital, Parkville, VIC, Australia
- Colorectal Oncogenomics Group, University of Melbourne, Parkville, VIC, Australia
| | | | - Jane C Figueiredo
- 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
| | | | - John A Baron
- Department of Medicine, University of North Carolina School of Medicine, and Department of Epidemiology, Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - John D Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- School of Public Health, University of Washington, Seattle, WA, USA
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, University of Melbourne, Parkville, VIC, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, ON, Canada
| | | | - Noralane M Lindor
- Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, AZ, USA
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- School of Public Health, University of Washington, Seattle, WA, USA
| | - Robert W Haile
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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Sheth H, Northwood E, Ulrich CM, Scherer D, Elliott F, Barrett JH, Forman D, Wolf CR, Smith G, Jackson MS, Santibanez-Koref M, Haile R, Casey G, Jenkins M, Win AK, Hopper JL, Marchand LL, Lindor NM, Thibodeau SN, Potter JD, Burn J, Bishop DT. Interaction between polymorphisms in aspirin metabolic pathways, regular aspirin use and colorectal cancer risk: A case-control study in unselected white European populations. PLoS One 2018; 13:e0192223. [PMID: 29425227 PMCID: PMC5806861 DOI: 10.1371/journal.pone.0192223] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [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: 05/17/2017] [Accepted: 01/19/2018] [Indexed: 12/21/2022] Open
Abstract
Regular aspirin use is associated with reduced risk of colorectal cancer (CRC). Variation in aspirin's chemoprevention efficacy has been attributed to the presence of single nucleotide polymorphisms (SNPs). We conducted a meta-analysis using two large population-based case-control datasets, the UK-Leeds Colorectal Cancer Study Group and the NIH-Colon Cancer Family Registry, having a combined total of 3325 cases and 2262 controls. The aim was to assess 42 candidate SNPs in 15 genes whose association with colorectal cancer risk was putatively modified by aspirin use, in the literature. Log odds ratios (ORs) and standard errors were estimated for each dataset separately using logistic regression adjusting for age, sex and study site, and dataset-specific results were combined using random effects meta-analysis. Meta-analysis showed association between SNPs rs6983267, rs11694911 and rs2302615 with CRC risk reduction (All P<0.05). Association for SNP rs6983267 in the CCAT2 gene only was noteworthy after multiple test correction (P = 0.001). Site-specific analysis showed association between SNPs rs1799853 and rs2302615 with reduced colon cancer risk only (P = 0.01 and P = 0.004, respectively), however neither reached significance threshold following multiple test correction. Meta-analysis of SNPs rs2070959 and rs1105879 in UGT1A6 gene showed interaction between aspirin use and CRC risk (Pinteraction = 0.01 and 0.02, respectively); stratification by aspirin use showed an association for decreased CRC risk for aspirin users having a wild-type genotype (rs2070959 OR = 0.77, 95% CI = 0.68-0.86; rs1105879 OR = 0.77 95% CI = 0.69-0.86) compared to variant allele cariers. The direction of the interaction however is in contrast to that published in studies on colorectal adenomas. Both SNPs showed potential site-specific interaction with aspirin use and colon cancer risk only (Pinteraction = 0.006 and 0.008, respectively), with the direction of association similar to that observed for CRC. Additionally, they showed interaction between any non-steroidal anti-inflammatory drugs (including aspirin) use and CRC risk (Pinteraction = 0.01 for both). All gene x environment (GxE) interactions however were not significant after multiple test correction. Candidate gene investigation indicated no evidence of GxE interaction between genetic variants in genes involved in aspirin pathways, regular aspirin use and colorectal cancer risk.
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Affiliation(s)
- Harsh Sheth
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, United Kingdom
| | - Emma Northwood
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, United Kingdom
| | - Cornelia M. Ulrich
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, United States of America
| | - Dominique Scherer
- Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany
| | - Faye Elliott
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, United Kingdom
| | - Jennifer H. Barrett
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, United Kingdom
| | - David Forman
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, United Kingdom
| | - C. Roland Wolf
- School of Medicine, University of Dundee, Dundee, United Kingdom
| | - Gillian Smith
- School of Medicine, University of Dundee, Dundee, United Kingdom
| | - Michael S. Jackson
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Mauro Santibanez-Koref
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Robert Haile
- Stanford Cancer Institute, Stanford, California, United States of America
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, Virginia, United States of America
| | - Mark Jenkins
- Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Australia
| | - Aung Ko Win
- Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Australia
| | - John L. Hopper
- Melbourne School of Population and Global Health, The University of Melbourne, Carlton, Australia
| | | | | | | | - John D. Potter
- Centre for Public Health Research, Massey University, Wellington, New Zealand
| | - John Burn
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - D. Timothy Bishop
- Leeds Institute of Cancer and Pathology, University of Leeds, Leeds, United Kingdom
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Buchanan DD, Stewart JR, Clendenning M, Rosty C, Mahmood K, Pope BJ, Jenkins MA, Hopper JL, Southey MC, Macrae FA, Winship IM, Win AK. Correction: Risk of colorectal cancer for carriers of a germ-line mutation in POLE or POLD1. Genet Med 2018; 20:1299. [PMID: 29388942 DOI: 10.1038/gim.2017.265] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
The abstract to this article contained errors in the Results and Conclusions section. The corrected sections are shown below.
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Affiliation(s)
- Daniel D Buchanan
- Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia. .,Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia. .,Genetic Medicine and Familial Cancer Centre, The Royal Melbourne Hospital, Parkville, Victoria, Australia.
| | - Jenna R Stewart
- Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia
| | - Mark Clendenning
- Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia
| | - Christophe Rosty
- Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia.,Envoi Specialist Pathologists, Herston, Queensland, Australia.,School of Medicine, University of Queensland, Herston, Queensland, Australia
| | - Khalid Mahmood
- Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia.,Melbourne Bioinformatics, The University of Melbourne, Carlton, Victoria, Australia
| | - Bernard J Pope
- Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia.,Melbourne Bioinformatics, The University of Melbourne, Carlton, Victoria, Australia
| | - 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
| | - Melissa C Southey
- Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia
| | - Finlay A Macrae
- Genetic Medicine and Familial Cancer Centre, The Royal Melbourne Hospital, Parkville, Victoria, Australia.,Department of Medicine, The University of Melbourne, Parkville, Victoria, Australia.,Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Ingrid M Winship
- Genetic Medicine and Familial Cancer Centre, The Royal Melbourne Hospital, Parkville, Victoria, Australia.,Department of Medicine, The University of Melbourne, Parkville, Victoria, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia.,Genetic Medicine and Familial Cancer Centre, The Royal Melbourne Hospital, Parkville, Victoria, Australia
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Kocarnik JM, Hua X, Hardikar S, Robinson J, Lindor NM, Win AK, Hopper J, Figueiredo JC, Potter JD, Campbell PT, Gallinger S, Cotterchio M, Adams SV, Cohen SA, Phipps AI, Newcomb PA. Long-term weight loss after colorectal cancer diagnosis is associated with lower survival: The Colon Cancer Family Registry. Cancer 2017; 123:4701-4708. [PMID: 28841225 PMCID: PMC5693760 DOI: 10.1002/cncr.30932] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [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: 03/22/2017] [Revised: 06/22/2017] [Accepted: 07/09/2017] [Indexed: 12/14/2022]
Abstract
BACKGROUND Body weight is associated with colorectal cancer (CRC) risk and survival, but to the authors' knowledge, the impact of long-term postdiagnostic weight change is unclear. Herein, the authors investigated whether weight change over the 5 years after a diagnosis of CRC is associated with survival. METHODS CRC cases diagnosed from 1997 to 2008 were identified through 4 population-based cancer registry sites. Participants enrolled within 2 years of diagnosis and reported their height and weight 2 years prior. Follow-up questionnaires were administered approximately 5 years after diagnosis. Associations between change in weight (in kg) or body mass index (BMI) with overall and CRC-specific survival were estimated using Cox regression analysis adjusted for age, sex, American Joint Committee on Cancer stage of disease, baseline BMI, nonsteroidal anti-inflammatory drug use, smoking, time between diagnosis and enrollment, and study site. RESULTS At the 5-year postdiagnostic survey, 2049 participants reported higher (53%; median plus 5 kg), unchanged (12%), or lower (35%; median -4 kg) weight. Over a median of 5.1 years of subsequent follow-up (range, 0.3-9.9 years), 344 participants died (91 of CRC). Long-term weight loss (per 5 kg) was found to be associated with poorer overall survival (hazard ratio, 1.13; 95% confidence interval, 1.07-1.21) and CRC-specific survival (hazard ratio, 1.25; 95% confidence interval, 1.13-1.39). Significantly lower survival was similarly observed for relative weight loss (>5% vs ≤5% change), BMI reduction (per 1 unit), or BMI category change (overweight to normal vs remaining overweight). CONCLUSIONS Weight loss 5 years after a diagnosis of CRC was found to be significantly associated with decreased long-term survival, suggesting the importance of avoiding weight loss in survivors of CRC. Future research should attempt to further evaluate this association, accounting for whether this weight change was intentional or represents a marker of declining health. Cancer 2017;123:4701-4708. © 2017 American Cancer Society.
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Affiliation(s)
- Jonathan M. Kocarnik
- Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Institute of Translational Health Sciences, Seattle, WA, USA
| | - Xinwei Hua
- Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Sheetal Hardikar
- Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Jamaica Robinson
- Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Noralane M. Lindor
- Department of Health Sciences Research, Mayo Clinic, Scottsdale, AZ, USA
| | - Aung Ko Win
- Melbourne School of Population & Global Health, The University of Melbourne, Melbourne, Victoria, Australia
- Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, Victoria, Australia
| | - John Hopper
- Melbourne School of Population & Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Jane C. Figueiredo
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - John D. Potter
- Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Peter T. Campbell
- Epidemiology Research Program, American Cancer Society, Atlanta, GA, USA
| | - Steven Gallinger
- Prevention and Cancer Control, Cancer Care Ontario, Toronto, ON, Canada
| | | | - Scott V. Adams
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Stacey A. Cohen
- Division of Oncology, University of Washington, Seattle, WA, USA
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Amanda I. Phipps
- Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Polly A. Newcomb
- Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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Win AK, Jenkins MA, Dowty JG, Antoniou AC, Lee A, Zheng Y, Lindor NM, Newcomb PA, Hopper JL, MacInnis RJ. Abstract PR10: Development of a comprehensive colorectal cancer risk prediction tool (CRiPT) incorporating known and unknown major genes and polygenes. Cancer Epidemiol Biomarkers Prev 2017. [DOI: 10.1158/1538-7755.carisk16-pr10] [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] Open
Abstract
Abstract
Aim: We aimed to develop a comprehensive Colorectal cancer Risk Prediction Tool (CRiPT). To achieve this, it is necessary to incorporate germline mutations in the DNA mismatch repair genes and MUTYH to account for a proportion of the familial aggregation of colorectal cancer. Population prevalence of these mutations and the genetic and environmental causes of the remaining familial aggregation, however, are not known.
Methods: We studied the families of 5,744 colorectal cancer cases (probands) recruited from population cancer registries in the USA, Canada and Australia, and screened probands for mutations in the mismatch repair genes MLH1, MSH2, MSH6, and PMS2, and MUTYH. We fitted modified segregation analysis models to the cancer history of first-degree relatives, conditional on the age at diagnosis of the proband, using the software MENDEL. We determined the genetic model that best explained the familial aggregation of colorectal cancer by estimating the prevalence of mutations in the known susceptibility genes, the prevalence of and hazard ratio for unmeasured high-risk gene mutations, and the variance of the unmeasured polygenic component, using a χ2 goodness-of-fit test.
Results: The best fitting model was a mixed dominant model with the polygenic standard deviation varying by age. Under that model, we estimated 1 in 279 of the population carry mutations in the mismatch repair genes (MLH = 1 in 1946, MSH2 = 1 in 2841, MSH6 = 1 in 758, PMS2 = 1 in 714), 1 in 45 carry mutations in MUTYH, and 1 in 504 carry mutations in unknown major gene(s) which are associated with on average a 31-fold increased risk of colorectal cancer. The estimated variance of the polygenic component decreased from 1.8 for age <40 years to 0.7 for age ≥70 years (equivalent to a sibling relative risk of 5.1 and 1.3, respectively). There was good internal consistency in the best fitting model; i.e., predicted and observed numbers were close.
Conclusion: CRiPT is a comprehensive prediction model that incorporates both known and unknown major genes and polygenes. CRiPT can provide the probabilities of having a mutation in a DNA mismatch repair gene or MUTYH as well as estimate future risk (e.g., 5-year risk) of developing colorectal cancer. This model is similar to the Breast and Ovarian Analysis of Disease Incidence and Carrier Estimation Algorithm (BOADICEA) that calculates for women the probabilities of carrying a BRCA1 or BRCA2 mutation and their future risk of developing breast and ovarian cancer based on their family history. Further work will include measured environmental factors and genetic variants to CRiPT, and it will be useful for genetic counselling and targeted colorectal cancer screening in clinical practices.
This abstract is also being presented as Poster B04.
Citation Format: Aung Ko Win, Mark A. Jenkins, James G. Dowty, Antonis C. Antoniou, Andrew Lee, Yingye Zheng, Noralane M. Lindor, Polly A. Newcomb, John L. Hopper, Robert J. MacInnis. Development of a comprehensive colorectal cancer risk prediction tool (CRiPT) incorporating known and unknown major genes and polygenes. [abstract]. In: Proceedings of the AACR Special Conference: Improving Cancer Risk Prediction for Prevention and Early Detection; Nov 16-19, 2016; Orlando, FL. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2017;26(5 Suppl):Abstract nr PR10.
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Affiliation(s)
- Aung Ko Win
- 1The University of Melbourne, Melbourne, VIC, Australia,
| | | | - James G. Dowty
- 1The University of Melbourne, Melbourne, VIC, Australia,
| | | | - Andrew Lee
- 2University of Cambridge, Cambridge, United Kingdom,
| | - Yingye Zheng
- 3Fred Hutchinson Cancer Research Center, Seattle, WA,
| | | | | | - John L. Hopper
- 1The University of Melbourne, Melbourne, VIC, Australia,
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Win AK, Jenkins MA, Dowty JG, Antoniou AC, Lee A, Zheng Y, Lindor NM, Newcomb PA, Hopper JL, MacInnis RJ. Abstract B04: Development of a comprehensive colorectal cancer risk prediction tool (CRiPT) incorporating known and unknown major genes and polygenes. Cancer Epidemiol Biomarkers Prev 2017. [DOI: 10.1158/1538-7755.carisk16-b04] [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] Open
Abstract
Abstract
This abstract is being presented as a short talk in the scientific program. A full abstract is printed in the Proffered Abstracts section (PR10) of the Conference Proceedings.
Citation Format: Aung Ko Win, Mark A. Jenkins, James G. Dowty, Antonis C. Antoniou, Andrew Lee, Yingye Zheng, Noralane M. Lindor, Polly A. Newcomb, John L. Hopper, Robert J. MacInnis. Development of a comprehensive colorectal cancer risk prediction tool (CRiPT) incorporating known and unknown major genes and polygenes. [abstract]. In: Proceedings of the AACR Special Conference: Improving Cancer Risk Prediction for Prevention and Early Detection; Nov 16-19, 2016; Orlando, FL. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2017;26(5 Suppl):Abstract nr B04.
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Affiliation(s)
- Aung Ko Win
- 1The University of Melbourne, Melbourne, Vic, Australia,
| | | | - James G. Dowty
- 1The University of Melbourne, Melbourne, Vic, Australia,
| | | | - Andrew Lee
- 2University of Cambridge, Cambridge, United Kingdom,
| | - Yingye Zheng
- 3Fred Hutchinson Cancer Research Center, Seattle, WA,
| | | | | | - John L. Hopper
- 1The University of Melbourne, Melbourne, Vic, Australia,
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Zheng Y, Hua X, Win AK, Jenkins M, Macinnis R, Newcomb P. Abstract PR05: Does a comprehensive family history of colorectal cancer improve risk prediction? Cancer Epidemiol Biomarkers Prev 2017. [DOI: 10.1158/1538-7755.carisk16-pr05] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [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] Open
Abstract
Abstract
Background: Family history of colorectal cancer (CRC) is a strong and well-established risk factor for CRC. To date, however, family history (FH) of the disease is generally only broadly categorized (usually as present or absent) in most risk prediction models (Freedman et al. 2009). These approaches fail to fully utilize information on family history and may lead to suboptimal predictive performance of CRC risk. We investigated the utility of a CRC risk model that incorporates a comprehensive family history of CRC as well as information on known genetic and environmental risk factors and personal characteristics.
Methods: We used data from the Colon Cancer Family Registry (CCFR), a large, international consortium of six study centers. Prediction models were developed based on incident invasive CRC cases (N = 4445) and population-based controls (N = 3967) that were recruited from three study sites (Seattle, USA; Ontario, Canada; and Melbourne, Australia). A familial risk profile (FRP) score, a probability index of absolute risk for lifetime CRC was estimated based on family structure, age of onset for affected relatives and the polygenic effect of MLH1, MSH2, MSH6, PMS2 and MUTYH using modified segregation analysis, an approach adapted from Antoniou et al (2002)). Two sets of gender-specific logistic regression models were built: (I) the FRP models, which included FRP and other known risk factors (e.g., BMI, consumption of red meat, calcium and NSAID use duration, smoking amount (pack-years), a history of polyps, and history of FOBT, sigmoidoscopy, colonoscopy, fruit intake, and use of hormone replacement therapy for female); and (II) binary FH models, which replaced FRP with a binary indicator (yes/no) for any self-reported first-degree family member with CRC. 5-year absolute risks were calculated based on the estimated odds ratios (OR), country-, sex- and age-specific CRC incidence rate and mortality due to causes other than CRC. Model validation was conducted with unaffected relatives (N=12,120) and population-based controls (N=1,899) from five study sites based on the follow-up information on incident CRC and death status. The primary endpoint was CRC diagnosis within 5-year after baseline. We used calibration plots to compare the predicted 5-year absolute risks with the observed cumulative incidence rates. Receiver Operating Characteristic (ROC) curve analyses were conducted and areas under the ROC curve (AUC) were used to assess the discriminatory capacity for separating subjects with and without a CRC diagnosis within 5 years, accounting for censoring and competing risk.
Results: The ORs (95% confidence interval [CI]) using the FRP per 10% increase were 1.16 (1.11-1.20) for males, and 1.09 (1.06-1.12) for females in the FRP models, while the ORs for the binary FH model were 2.32 (1.88- 2.85) for men and 1.70 (1.38-2.09) for women. The FRP models provided slightly better calibration, with average predicted risks falling within the 95% CIs of the empirical cumulative rates. The binary FH models, by comparison, tended to yield higher estimated CRC risks compared with the observed risks among individuals whose risks were above the top10% of the risk distribution. Both models yielded comparable AUCs using the full validation set. Among individuals with at least one first-degree family member affected with CRC, the FRP model performed significantly better (AUC = 0.71) than the FH model (AUC = 0.63) for male participants; difference equaled 0.09 (95% CI: 0.02, 0.16). The models were comparable for females.
Conclusion: Our CRC prediction model that incorporates more comprehensive family history of CRC can provide improved calibration and discrimination of risks compared with the simple FH model, especially in populations with higher underlying risk. The models developed may potentially further improve screening decision making among subgroups with elevated CRC risk.
References:
1. Freedman AN, Slattery ML, Ballard-Barbash R, et al. Colorectal cancer risk prediction tool for white men and women without known susceptibility . J Clin Oncol 2009;27(5):686-693.
2. Antoniou AC, Pharoah PDP, McMullan G, et al. A comprehensive model for familial breast cancer incorporating BRCA1, BRCA2 and other genes. Br J Cancer, 2002; 86(1), 76-83.
Citation Format: Yingye Zheng, Xinwei Hua, Aung Ko Win, Mark Jenkins, Robert Macinnis, Polly Newcomb. Does a comprehensive family history of colorectal cancer improve risk prediction? [abstract]. In: Proceedings of the AACR Special Conference: Improving Cancer Risk Prediction for Prevention and Early Detection; Nov 16-19, 2016; Orlando, FL. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2017;26(5 Suppl):Abstract nr PR05.
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Affiliation(s)
- Yingye Zheng
- 1Fred Hutchinson Cancer Research Center, Seattle, WA,
| | - Xinwei Hua
- 1Fred Hutchinson Cancer Research Center, Seattle, WA,
| | - Aung Ko Win
- 2University of Melbourne, Melbourne, VIC, Australia
| | - Mark Jenkins
- 2University of Melbourne, Melbourne, VIC, Australia
| | | | - Polly Newcomb
- 1Fred Hutchinson Cancer Research Center, Seattle, WA,
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Wong S, Lidums I, Rosty C, Ruszkiewicz A, Parry S, Win AK, Tomita Y, Vatandoust S, Townsend A, Patel D, Hardingham JE, Roder D, Smith E, Drew P, Marker J, Uylaki W, Hewett P, Worthley DL, Symonds E, Young GP, Price TJ, Young JP. Findings in young adults at colonoscopy from a hospital service database audit. BMC Gastroenterol 2017; 17:56. [PMID: 28424049 PMCID: PMC5395776 DOI: 10.1186/s12876-017-0612-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Accepted: 04/10/2017] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Colorectal cancer (CRC) diagnosed at <50 years is predominantly located in the distal colon and rectum. Little is known about which lesion subtypes may serve as CRC precursors in young adults. The aim of this work was to document the prevalence and histological subtype of lesions seen in patients aged <50 years, and any associated clinical features. METHODS An audit of the colonoscopy database at The Queen Elizabeth Hospital in Adelaide, South Australia over a 12-month period was undertaken. Findings were recorded from both colonoscopy reports and corresponding histological examination of excised lesions. RESULTS Data were extracted from colonoscopies in 2064 patients. Those aged <50 comprised 485 (24%) of the total. CRC precursor lesions (including sessile serrated adenoma/polyps (SSA/P), traditional serrated adenomas, tubular adenomas ≥10 mm or with high-grade dysplasia, and conventional adenomas with villous histology) were seen in 4.3% of patients aged <50 and 12.9% of patients aged ≥50 (P <0.001). Among colonoscopies yielding CRC precursor lesions in patients under 50 years, SSA/P occurred in 52% of procedures (11/21), compared with 27% (55/204) of procedures in patients aged 50 and older (P = 0.02). SSA/P were proximally located in (10/11) 90% of patients aged under 50, and 80% (43/54) of those aged 50 and older (P = 0.46). CONCLUSIONS SSA/P were the most frequently observed CRC precursor lesions in patients aged <50. Most CRCs in this age group are known to arise in the distal colon and rectum suggesting that lesions other than SSA/P may serve as the precursor for the majority of early-onset CRC.
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Affiliation(s)
- Stephanie Wong
- Department of Gastroenterology, The Queen Elizabeth Hospital, Woodville South 5011, Adelaide, South Australia, Australia
| | - Ilmars Lidums
- Department of Gastroenterology, The Queen Elizabeth Hospital, Woodville South 5011, Adelaide, South Australia, Australia
| | - Christophe Rosty
- Envoi Specialist Pathologists, Kelvin Grove 4059, Brisbane, QLD, Australia.,School of Medicine, University of Queensland, Herston 4006, Brisbane, QLD, Australia.,Department of Pathology, Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, The University of Melbourne, Parkville 3010, Melbourne, VIC, Australia
| | - Andrew Ruszkiewicz
- Division of Anatomical Pathology, SA Pathology, Adelaide, 5000, South Australia, Australia.,Centre for Cancer Biology, University of South Australia, Adelaide, 5000, South Australia, Australia
| | - Susan Parry
- Familial GI Cancer Service and Ministry of Health Bowel Cancer Programme, Auckland City Hospital, Auckland, New Zealand
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville 3010, Melbourne, VIC, Australia
| | - Yoko Tomita
- Department of Haematology and Oncology, The Queen Elizabeth Hospital, Woodville South 5011, Adelaide, South Australia, Australia
| | - Sina Vatandoust
- Flinders Medical Centre, Bedford Park 5042, Adelaide, South Australia, Australia
| | - Amanda Townsend
- Department of Haematology and Oncology, The Queen Elizabeth Hospital, Woodville South 5011, Adelaide, South Australia, Australia
| | - Dainik Patel
- Flinders Medical Centre, Bedford Park 5042, Adelaide, South Australia, Australia
| | - Jennifer E Hardingham
- Department of Haematology and Oncology, The Queen Elizabeth Hospital, Woodville South 5011, Adelaide, South Australia, Australia.,School of Medicine, University of Adelaide, Adelaide, 5000, South Australia, Australia
| | - David Roder
- Cancer Epidemiology and Population Health, University of South Australia, Adelaide, 5000, South Australia, Australia
| | - Eric Smith
- Department of Haematology and Oncology, The Queen Elizabeth Hospital, Woodville South 5011, Adelaide, South Australia, Australia.,School of Medicine, University of Adelaide, Adelaide, 5000, South Australia, Australia
| | - Paul Drew
- School of Nursing and Midwifery, Flinders University, Bedford Park 5042, Adelaide, South Australia, Australia.,Basil Hetzel Institute, The Queen Elizabeth Hospital, Woodville South 5011, Adelaide, South Australia, Australia
| | - Julie Marker
- Cancer Voices SA, Kensington Park 5068, Adelaide, South Australia, Australia
| | - Wendy Uylaki
- Department of Gastroenterology, The Queen Elizabeth Hospital, Woodville South 5011, Adelaide, South Australia, Australia.,Department of Haematology and Oncology, The Queen Elizabeth Hospital, Woodville South 5011, Adelaide, South Australia, Australia
| | - Peter Hewett
- University of Adelaide Department of Surgery, The Queen Elizabeth Hospital, Woodville South 5011, Adelaide, South Australia, Australia
| | - Daniel L Worthley
- School of Medicine, University of Adelaide, Adelaide, 5000, South Australia, Australia.,Cancer Theme, South Australian Health and Medical Research Institute, Adelaide, 5000, South Australia, Australia
| | - Erin Symonds
- Flinders Centre for Innovation in Cancer, Flinders University, Bedford Park 5042, Adelaide, South Australia, Australia.,Bowel Health Service, Repatriation General Hospital, Daw Park 5041, Adelaide, South Australia, Australia
| | - Graeme P Young
- Flinders Centre for Innovation in Cancer, Flinders University, Bedford Park 5042, Adelaide, South Australia, Australia
| | - Timothy J Price
- Department of Haematology and Oncology, The Queen Elizabeth Hospital, Woodville South 5011, Adelaide, South Australia, Australia.,School of Medicine, University of Adelaide, Adelaide, 5000, South Australia, Australia
| | - Joanne P Young
- Department of Haematology and Oncology, The Queen Elizabeth Hospital, Woodville South 5011, Adelaide, South Australia, Australia. .,School of Medicine, University of Adelaide, Adelaide, 5000, South Australia, Australia. .,SAHMRI Colorectal Node, Basil Hetzel Institute, Woodville South, Adelaide, South Australia, 5011, Australia.
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45
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Dite GS, MacInnis RJ, Bickerstaffe A, Dowty JG, Milne RL, Antoniou AC, Weideman P, Apicella C, Giles GG, Southey MC, Jenkins MA, Phillips KA, Win AK, Terry MB, Hopper JL. Testing for Gene-Environment Interactions Using a Prospective Family Cohort Design: Body Mass Index in Early and Later Adulthood and Risk of Breast Cancer. Am J Epidemiol 2017; 185:487-500. [PMID: 28399571 PMCID: PMC6158796 DOI: 10.1093/aje/kww241] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [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: 08/01/2016] [Accepted: 08/04/2016] [Indexed: 12/11/2022] Open
Abstract
The ability to classify people according to their underlying genetic susceptibility to a disease is increasing with new knowledge, better family data, and more sophisticated risk prediction models, allowing for more effective prevention and screening. To do so, however, we need to know whether risk associations are the same for people with different genetic susceptibilities. To illustrate one way to estimate such gene-environment interactions, we used prospective data from 3 Australian family cancer cohort studies, 2 enriched for familial risk of breast cancer. There were 288 incident breast cancers in 9,126 participants from 3,222 families. We used Cox proportional hazards models to investigate whether associations of breast cancer with body mass index (BMI; weight (kg)/height (m)2) at age 18-21 years, BMI at baseline, and change in BMI differed according to genetic risk based on lifetime breast cancer risk from birth, as estimated by BOADICEA (Breast and Ovarian Analysis of Disease Incidence and Carrier Estimation Algorithm) software, adjusted for age at baseline data collection. Although no interactions were statistically significant, we have demonstrated the power with which gene-environment interactions can be investigated using a cohort enriched for persons with increased genetic risk and a continuous measure of genetic risk based on family history.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - John L. Hopper
- Correspondence to Prof. John L. Hopper, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Level 3, 207 Bouverie Street, Parkville, VIC 3010, Australia (e-mail: )
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46
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Parry S, Burt RW, Win AK, Aung YK, Woodall S, Arnold J, Clendenning M, Buchanan DD, Price TJ, Rosty C, Young JP. Reducing the polyp burden in serrated polyposis by serial colonoscopy: the impact of nationally coordinated community surveillance. N Z Med J 2017; 130:57-67. [PMID: 28253245] [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] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
BACKGROUND Serrated polyposis syndrome (SPS) is associated with an increased risk of colorectal cancer (CRC) and an evolving management approach. The aims of this study were to assess the polyp burden reduction over time, and the incidence of CRC in serrated polyposis patients undergoing community surveillance. METHODS This is an observational study based on prospectively collected data. A total of 96 SPS patients with no personal history of CRC were prospectively enrolled in a surveillance program under the guidance of a tertiary center. Patients underwent surveillance colonoscopy in multiple centres across New Zealand. RESULTS Patients underwent a median of four colonoscopies with a median interval of 15 months over a median follow-up period of 4.8 years. Five of 96 patients (5%) were referred for surgery, and the remaining 91 were managed by colonoscopy alone. In patients referred for surgery, 92% of the surveillance intervals to the fourth colonoscopy had been ≤12 months compared to 33% (P<0.001) in the colonoscopy only group, and all five (100%) had ≥20 pancolonic polyps after four procedures compared with only 5/91 (5%) in those managed by colonoscopy alone. In patients successfully managed by colonoscopy, 86% had <10 pancolonic polyps, >75% no longer had polyps ≥10mm and >90% no longer had proximal serrated polyps ≥10mm after the fourth colonoscopy. No patients were found to develop CRC during the study time period. CONCLUSIONS Patients with SPS were managed by proactive surveillance colonoscopy in wider hospital settings under tertiary centre guidance, with only 5% requiring surgical management. No CRC was diagnosed in any patient during surveillance.
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Affiliation(s)
- Susan Parry
- New Zealand Familial Gastrointestinal Cancer Service, Auckland City Hospital, Auckland
| | - Randall W Burt
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Australia
| | - Ye Kyaw Aung
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Australia
| | - Sonja Woodall
- New Zealand Familial Gastrointestinal Cancer Service, Auckland City Hospital, Auckland
| | - Julie Arnold
- New Zealand Familial Gastrointestinal Cancer Service, Auckland City Hospital, Auckland
| | - Mark Clendenning
- Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Australia
| | - Daniel D Buchanan
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Australia, Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Australia
| | - Timothy J Price
- Department of Haematology and Oncology, The Queen Elizabeth Hospital, Australia, School of Medicine, University of Adelaide, Australia
| | - Christophe Rosty
- Molecular and Cellular Pathology, University of Queensland, Brisbane, Australia, Department of Pathology, University of Melbourne, Melbourne, Australia, Envoi Pathology, Brisbane, Australia
| | - Joanne P Young
- Department of Haematology and Oncology, The Queen Elizabeth Hospital, Australia, School of Medicine, University of Adelaide, Australia, SAHMRI Colorectal Node, Basil Hetzel Institute for Translational Research, Australia
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47
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Lindor NM, Larson MC, DeRycke MS, McDonnell SK, Baheti S, Fogarty ZC, Win AK, Potter JD, Buchanan DD, Clendenning M, Newcomb PA, Casey G, Gallinger S, Le Marchand L, Hopper JL, Jenkins MA, Goode EL, Thibodeau SN. Germline miRNA DNA variants and the risk of colorectal cancer by subtype. Genes Chromosomes Cancer 2017; 56:177-184. [PMID: 27636879 PMCID: PMC5245119 DOI: 10.1002/gcc.22420] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Revised: 07/28/2016] [Accepted: 08/04/2016] [Indexed: 01/22/2023] Open
Abstract
MicroRNAs (miRNAs) regulate up to one-third of all protein-coding genes including genes relevant to cancer. Variants within miRNAs have been reported to be associated with prognosis, survival, response to chemotherapy across cancer types, in vitro parameters of cell growth, and altered risks for development of cancer. Five miRNA variants have been reported to be associated with risk for development of colorectal cancer (CRC). In this study, we evaluated germline genetic variation in 1,123 miRNAs in 899 individuals with CRCs categorized by clinical subtypes and in 204 controls. The role of common miRNA variation in CRC was investigated using single variant and miRNA-level association tests. Twenty-nine miRNAs and 30 variants exhibited some marginal association with CRC in at least one subtype of CRC. Previously reported associations were not confirmed (n = 4) or could not be evaluated (n = 1). The variants noted for the CRCs with deficient mismatch repair showed little overlap with the variants noted for CRCs with proficient mismatch repair, consistent with our evolving understanding of the distinct biology underlying these two groups. © 2016 The Authors Genes, Chromosomes & Cancer Published by Wiley Periodicals, Inc.
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Affiliation(s)
| | | | - Melissa S. DeRycke
- Department of Health Sciences ResearchMayo ClinicRochesterMN
- Department of Laboratory Medicine and PathologyMayo ClinicRochesterMN
| | | | - Saurabh Baheti
- Department of Health Sciences ResearchMayo ClinicRochesterMN
| | | | - Aung Ko Win
- Centre for Epidemiology and BiostatisticsMelbourne School of Population and Global Health, University of MelbourneParkvilleVictoriaAustralia
| | - John D. Potter
- Public Health Sciences DivisionFred Hutchinson Cancer Research CenterSeattleWA
- School of Public HealthUniversity of WashingtonSeattleWA
- Colorectal Oncogenomics GroupGenetic Epidemiology Laboratory, Department of Pathology, University of MelbourneParkvilleVictoriaAustralia
| | - Daniel D. Buchanan
- Centre for Epidemiology and BiostatisticsMelbourne School of Population and Global Health, University of MelbourneParkvilleVictoriaAustralia
- Colorectal Oncogenomics GroupGenetic Epidemiology Laboratory, Department of Pathology, University of MelbourneParkvilleVictoriaAustralia
| | - Mark Clendenning
- Colorectal Oncogenomics GroupGenetic Epidemiology Laboratory, Department of Pathology, University of MelbourneParkvilleVictoriaAustralia
| | - Polly A. Newcomb
- Public Health Sciences DivisionFred Hutchinson Cancer Research CenterSeattleWA
| | - Graham Casey
- Department of Preventive MedicineKeck School of Medicine and Norris Comprehensive Cancer Center, University of Southern CaliforniaLos AngelesCA
| | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of TorontoTorontoOntarioCanada
| | | | - John L. Hopper
- Centre for Epidemiology and BiostatisticsMelbourne School of Population and Global Health, University of MelbourneParkvilleVictoriaAustralia
- Department of Epidemiology and Institute of Health and EnvironmentSchool of Public Health, Seoul National UniversitySeoulSouth Korea
| | - Mark A. Jenkins
- Centre for Epidemiology and BiostatisticsMelbourne School of Population and Global Health, University of MelbourneParkvilleVictoriaAustralia
| | - Ellen L. Goode
- Department of Health Sciences ResearchMayo ClinicRochesterMN
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48
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Dashti SG, Buchanan DD, Jayasekara H, Ait Ouakrim D, Clendenning M, Rosty C, Winship IM, Macrae FA, Giles GG, Parry S, Casey G, Haile RW, Gallinger S, Le Marchand L, Thibodeau SN, Lindor NM, Newcomb PA, Potter JD, Baron JA, Hopper JL, Jenkins MA, Win AK. Alcohol Consumption and the Risk of Colorectal Cancer for Mismatch Repair Gene Mutation Carriers. Cancer Epidemiol Biomarkers Prev 2017; 26:366-375. [PMID: 27811119 PMCID: PMC5336397 DOI: 10.1158/1055-9965.epi-16-0496] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [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: 06/15/2016] [Revised: 09/07/2016] [Accepted: 10/05/2016] [Indexed: 01/07/2023] Open
Abstract
Background: People with germline mutation in one of the DNA mismatch repair (MMR) genes have increased colorectal cancer risk. For these high-risk people, study findings of the relationship between alcohol consumption and colorectal cancer risk have been inconclusive.Methods: 1,925 MMR gene mutations carriers recruited into the Colon Cancer Family Registry who had completed a questionnaire on lifestyle factors were included. Weighted Cox proportional hazard regression models were used to estimate hazard ratios (HR) and 95% confidence intervals (CI) for the association between alcohol consumption and colorectal cancer.Results: Colorectal cancer was diagnosed in 769 carriers (40%) at a mean (SD) age of 42.6 (10.3) years. Compared with abstention, ethanol consumption from any alcoholic beverage up to 14 g/day and >28 g/day was associated with increased colorectal cancer risk (HR, 1.50; 95% CI, 1.09-2.07 and 1.69; 95% CI, 1.07-2.65, respectively; Ptrend = 0.05), and colon cancer risk (HR, 1.78; 95% CI, 1.27-2.49 and 1.94; 95% CI, 1.19-3.18, respectively; Ptrend = 0.02). However, there was no clear evidence for an association with rectal cancer risk. Also, there was no evidence for associations between consumption of individual alcoholic beverage types (beer, wine, spirits) and colorectal, colon, or rectal cancer risk.Conclusions: Our data suggest that alcohol consumption, particularly more than 28 g/day of ethanol (∼2 standard drinks of alcohol in the United States), is associated with increased colorectal cancer risk for MMR gene mutation carriers.Impact: Although these data suggested that alcohol consumption in MMR carriers was associated with increased colorectal cancer risk, there was no evidence of a dose-response, and not all types of alcohol consumption were associated with increased risk. Cancer Epidemiol Biomarkers Prev; 26(3); 366-75. ©2016 AACR.
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Affiliation(s)
- S Ghazaleh Dashti
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - 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, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia
| | - Harindra Jayasekara
- 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
| | - Driss Ait Ouakrim
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Mark Clendenning
- Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia
| | - Christophe Rosty
- Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia
- School of Medicine, University of Queensland, Herston, Queensland, Australia
| | - Ingrid M Winship
- Department of Medicine, Royal Melbourne Hospital, The University of Melbourne, Parkville, Victoria, Australia
- Genetic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Finlay A Macrae
- Department of Medicine, Royal Melbourne Hospital, The University of Melbourne, Parkville, Victoria, Australia
- Genetic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Victoria, Australia
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - 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
| | - Susan Parry
- New Zealand Familial Gastrointestinal Cancer Service, Auckland Hospital, Auckland, New Zealand
| | - Graham Casey
- Keck School of Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - Robert W Haile
- Department of Medicine, Division of Oncology, Stanford Cancer Institute, Stanford University, California
| | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Loïc Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Stephen N Thibodeau
- Molecular Genetics Laboratory, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Noralane M Lindor
- Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, Arizona
| | - Polly A Newcomb
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- School of Public Health, University of Washington, Seattle, Washington
| | - John D Potter
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- School of Public Health, University of Washington, Seattle, Washington
- Centre for Public Health Research, Massey University, Wellington, New Zealand
| | - John A Baron
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
- Department of Epidemiology and Institute of Health and Environment, School of Public Health, Seoul National University, Seoul, Korea
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia.
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49
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Win AK, Jenkins MA, Dowty JG, Antoniou AC, Lee A, Giles GG, Buchanan DD, Clendenning M, Rosty C, Ahnen DJ, Thibodeau SN, Casey G, Gallinger S, Le Marchand L, Haile RW, Potter JD, Zheng Y, Lindor NM, Newcomb PA, Hopper JL, MacInnis RJ. Prevalence and Penetrance of Major Genes and Polygenes for Colorectal Cancer. Cancer Epidemiol Biomarkers Prev 2017; 26:404-412. [PMID: 27799157 PMCID: PMC5336409 DOI: 10.1158/1055-9965.epi-16-0693] [Citation(s) in RCA: 261] [Impact Index Per Article: 37.3] [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: 08/31/2016] [Revised: 10/19/2016] [Accepted: 10/26/2016] [Indexed: 12/26/2022] Open
Abstract
Background: Although high-risk mutations in identified major susceptibility genes (DNA mismatch repair genes and MUTYH) account for some familial aggregation of colorectal cancer, their population prevalence and the causes of the remaining familial aggregation are not known.Methods: We studied the families of 5,744 colorectal cancer cases (probands) recruited from population cancer registries in the United States, Canada, and Australia and screened probands for mutations in mismatch repair genes and MUTYH We conducted modified segregation analyses using the cancer history of first-degree relatives, conditional on the proband's age at diagnosis. We estimated the prevalence of mutations in the identified genes, the prevalence of HR for unidentified major gene mutations, and the variance of the residual polygenic component.Results: We estimated that 1 in 279 of the population carry mutations in mismatch repair genes (MLH1 = 1 in 1,946, MSH2 = 1 in 2,841, MSH6 = 1 in 758, PMS2 = 1 in 714), 1 in 45 carry mutations in MUTYH, and 1 in 504 carry mutations associated with an average 31-fold increased risk of colorectal cancer in unidentified major genes. The estimated polygenic variance was reduced by 30% to 50% after allowing for unidentified major genes and decreased from 3.3 for age <40 years to 0.5 for age ≥70 years (equivalent to sibling relative risks of 5.1 to 1.3, respectively).Conclusions: Unidentified major genes might explain one third to one half of the missing heritability of colorectal cancer.Impact: Our findings could aid gene discovery and development of better colorectal cancer risk prediction models. Cancer Epidemiol Biomarkers Prev; 26(3); 404-12. ©2016 AACR.
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Affiliation(s)
- Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - James G Dowty
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Antonis C Antoniou
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Andrew Lee
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - 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
| | - 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, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia
| | - Mark Clendenning
- Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia
| | - Christophe Rosty
- Queensland Institute of Medical Research, Brisbane, Queensland, Australia
| | - Dennis J Ahnen
- University of Colorado School of Medicine, Denver, Colorado
| | - Stephen N Thibodeau
- Molecular Genetics Laboratory, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Graham Casey
- Center for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia
| | - Steven Gallinger
- Lunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | | | - Robert W Haile
- Department of Medicine, Division of Oncology, Stanford Cancer Institute, Stanford University, California
| | - John D Potter
- School of Public Health, University of Washington, Seattle, Washington
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Centre for Public Health Research, Massey University, Wellington, New Zealand
| | - Yingye Zheng
- School of Public Health, University of Washington, Seattle, Washington
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Noralane M Lindor
- Department of Health Science Research, Mayo Clinic Arizona, Scottsdale, Arizona
| | - Polly A Newcomb
- School of Public Health, University of Washington, Seattle, Washington
- Public Health Sciences Division, 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, Parkville, Victoria, Australia
| | - Robert J MacInnis
- 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
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50
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Jayasekara H, Reece JC, Buchanan DD, Ahnen DJ, Parry S, Jenkins MA, Win AK. Risk factors for metachronous colorectal cancer or polyp: A systematic review and meta-analysis. J Gastroenterol Hepatol 2017; 32:301-326. [PMID: 27356122 DOI: 10.1111/jgh.13476] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/20/2016] [Indexed: 12/16/2022]
Abstract
BACKGROUND AND AIM We conducted a systematic review and meta-analysis to identify personal, lifestyle, and tumor-related risk factors for metachronous colorectal cancer (CRC) and polyp. METHODS Relevant studies were identified by searching MEDLINE, Web of Science and Cochrane Central Register through 15 May 2016. Estimates for associations were summarized using random effects models. RESULTS Fifty-five studies were included in the review. For individuals who had a CRC resection, having a synchronous polyp was a risk factor for metachronous CRC or polyp (relative risk [RR], 2.04; 95% confidence interval [CI], 1.48-2.82) and having a synchronous CRC (RR, 1.90; 95% CI, 1.25-2.91) and proximally located CRC (RR, 2.12; 95% CI, 1.24-3.64) were risk factors for metachronous CRC. For individuals who had a polypectomy, larger size (RR, 4.26; 95% CI, 2.11-8.57) or severe dysplasia of the initial polyp (RR, 5.15; 95% CI, 2.02-13.14), and having a synchronous polyp (RR, 2.52; 95% CI, 1.35-4.73) were risk factors for metachronous CRC; and a family history of CRC (RR, 1.90; 95% CI, 1.26-2.87), having a synchronous polyp (RR, 2.47; 95% CI, 1.74-3.50) and a larger size (RR, 1.49; 95% CI, 1.03-2.15) and proximal location of the initial polyp (RR, 1.20; 95% CI, 1.02-1.40) were risk factors for metachronous polyp. Meta-regression showed duration of follow-up was not a source of heterogeneity for most associations. There was no evidence that lifestyle factors were associated with metachronous CRC or polyp risk. CONCLUSION A comprehensive list of risk factors identified for metachronous CRC or polyp may have important clinical implications.
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Affiliation(s)
- Harindra Jayasekara
- 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
| | - Jeanette C Reece
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - 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, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, Victoria, Australia
| | - Dennis J Ahnen
- Department of Medicine, University of Colorado School of Medicine, Denver, Colorado, USA
| | - Susan Parry
- New Zealand Familial Gastrointestinal Cancer Service, Auckland, New Zealand
| | - Mark A Jenkins
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Aung Ko Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
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