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Mirabello L, Zhu B, Koster R, Karlins E, Dean M, Yeager M, Gianferante M, Spector LG, Morton LM, Karyadi D, Robison LL, Armstrong GT, Bhatia S, Song L, Pankratz N, Pinheiro M, Gastier-Foster JM, Gorlick R, de Toledo SRC, Petrilli AS, Patino-Garcia A, Lecanda F, Gutierrez-Jimeno M, Serra M, Hattinger C, Picci P, Scotlandi K, Flanagan AM, Tirabosco R, Amary MF, Kurucu N, Ilhan IE, Ballinger ML, Thomas DM, Barkauskas DA, Mejia-Baltodano G, Valverde P, Hicks BD, Zhu B, Wang M, Hutchinson AA, Tucker M, Sampson J, Landi MT, Freedman ND, Gapstur S, Carter B, Hoover RN, Chanock SJ, Savage SA. Frequency of Pathogenic Germline Variants in Cancer-Susceptibility Genes in Patients With Osteosarcoma. JAMA Oncol 2021; 6:724-734. [PMID: 32191290 DOI: 10.1001/jamaoncol.2020.0197] [Citation(s) in RCA: 118] [Impact Index Per Article: 39.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Importance Osteosarcoma, the most common malignant bone tumor in children and adolescents, occurs in a high number of cancer predisposition syndromes that are defined by highly penetrant germline mutations. The germline genetic susceptibility to osteosarcoma outside of familial cancer syndromes remains unclear. Objective To investigate the germline genetic architecture of 1244 patients with osteosarcoma. Design, Setting, and Participants Whole-exome sequencing (n = 1104) or targeted sequencing (n = 140) of the DNA of 1244 patients with osteosarcoma from 10 participating international centers or studies was conducted from April 21, 2014, to September 1, 2017. The results were compared with the DNA of 1062 individuals without cancer assembled internally from 4 participating studies who underwent comparable whole-exome sequencing and 27 173 individuals of non-Finnish European ancestry who were identified through the Exome Aggregation Consortium (ExAC) database. In the analysis, 238 high-interest cancer-susceptibility genes were assessed followed by testing of the mutational burden across 736 additional candidate genes. Principal component analyses were used to identify 732 European patients with osteosarcoma and 994 European individuals without cancer, with outliers removed for patient-control group comparisons. Patients were subsequently compared with individuals in the ExAC group. All data were analyzed from June 1, 2017, to July 1, 2019. Main Outcomes and Measures The frequency of rare pathogenic or likely pathogenic genetic variants. Results Among 1244 patients with osteosarcoma (mean [SD] age at diagnosis, 16 [8.9] years [range, 2-80 years]; 684 patients [55.0%] were male), an analysis restricted to individuals with European ancestry indicated a significantly higher pathogenic or likely pathogenic variant burden in 238 high-interest cancer-susceptibility genes among patients with osteosarcoma compared with the control group (732 vs 994, respectively; P = 1.3 × 10-18). A pathogenic or likely pathogenic cancer-susceptibility gene variant was identified in 281 of 1004 patients with osteosarcoma (28.0%), of which nearly three-quarters had a variant that mapped to an autosomal-dominant gene or a known osteosarcoma-associated cancer predisposition syndrome gene. The frequency of a pathogenic or likely pathogenic cancer-susceptibility gene variant was 128 of 1062 individuals (12.1%) in the control group and 2527 of 27 173 individuals (9.3%) in the ExAC group. A higher than expected frequency of pathogenic or likely pathogenic variants was observed in genes not previously linked to osteosarcoma (eg, CDKN2A, MEN1, VHL, POT1, APC, MSH2, and ATRX) and in the Li-Fraumeni syndrome-associated gene, TP53. Conclusions and Relevance In this study, approximately one-fourth of patients with osteosarcoma unselected for family history had a highly penetrant germline mutation requiring additional follow-up analysis and possible genetic counseling with cascade testing.
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Affiliation(s)
- Lisa Mirabello
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Bin Zhu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Roelof Koster
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Eric Karlins
- Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Michael Dean
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.,Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Meredith Yeager
- Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Matthew Gianferante
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Logan G Spector
- Department of Pediatrics, University of Minnesota, Minneapolis
| | - Lindsay M Morton
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Danielle Karyadi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham
| | - Lei Song
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Nathan Pankratz
- Department of Pediatrics, University of Minnesota, Minneapolis
| | - Maisa Pinheiro
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Julie M Gastier-Foster
- Department of Pathology and Pediatrics, Nationwide Children's Hospital, The Ohio State University, Columbus
| | - Richard Gorlick
- Department of Pediatrics, University of Texas MD Anderson Cancer Center, Houston
| | - Silvia Regina Caminada de Toledo
- Laboratorio de Genetica, Instituto de Oncologia Pediatrica, Grupo de Apoio ao Adolescente e a Crianca com Cancer/Universidade Federal de Sao Paulo, Sao Paulo, Brazil
| | - Antonio S Petrilli
- Laboratorio de Genetica, Instituto de Oncologia Pediatrica, Grupo de Apoio ao Adolescente e a Crianca com Cancer/Universidade Federal de Sao Paulo, Sao Paulo, Brazil
| | - Ana Patino-Garcia
- Solid Tumor Division, Department of Pediatrics, University Clinic of Navarra and Center for Applied Medical Research, Navarra Institute for Health Research, Pamplona, Spain.,Center for Applied Medical Research, University of Navarra, Instituto de Investigacion Sanitaria de Navarra, and Centro de Investigacion Biomedica en Red Cancer, Pamplona, Spain
| | - Fernando Lecanda
- Solid Tumor Division, Department of Pediatrics, University Clinic of Navarra and Center for Applied Medical Research, Navarra Institute for Health Research, Pamplona, Spain.,Center for Applied Medical Research, University of Navarra, Instituto de Investigacion Sanitaria de Navarra, and Centro de Investigacion Biomedica en Red Cancer, Pamplona, Spain
| | - Miriam Gutierrez-Jimeno
- Solid Tumor Division, Department of Pediatrics, University Clinic of Navarra and Center for Applied Medical Research, Navarra Institute for Health Research, Pamplona, Spain
| | - Massimo Serra
- Laboratory of Experimental Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Claudia Hattinger
- Laboratory of Experimental Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Piero Picci
- Laboratory of Experimental Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Katia Scotlandi
- Laboratory of Experimental Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Adrienne M Flanagan
- Research Department of Pathology, UCL Cancer Institute, London, United Kingdom.,Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex, United Kingdom
| | - Roberto Tirabosco
- Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex, United Kingdom
| | - Maria Fernanda Amary
- Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex, United Kingdom
| | - Nilgün Kurucu
- Department of Pediatric Oncology, A.Y. Ankara Oncology Training and Research Hospital, Yenimahalle, Ankara, Turkey
| | - Inci Ergurhan Ilhan
- Department of Pediatric Oncology, A.Y. Ankara Oncology Training and Research Hospital, Yenimahalle, Ankara, Turkey
| | - Mandy L Ballinger
- Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia.,St. Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - David M Thomas
- Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia.,St. Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Donald A Barkauskas
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, Los Angeles
| | | | | | - Belynda D Hicks
- Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Bin Zhu
- Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Mingyi Wang
- Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Amy A Hutchinson
- Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | - Margaret Tucker
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Joshua Sampson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Maria T Landi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Susan Gapstur
- Epidemiology Research Program, American Cancer Society, Atlanta, Georgia
| | - Brian Carter
- Epidemiology Research Program, American Cancer Society, Atlanta, Georgia
| | - Robert N Hoover
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Sharon A Savage
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
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Lin SH, Sampson JN, Grünewald TGP, Surdez D, Reynaud S, Mirabeau O, Karlins E, Rubio RA, Zaidi S, Grossetête-Lalami S, Ballet S, Lapouble E, Laurence V, Michon J, Pierron G, Kovar H, Kontny U, González-Neira A, Alonso J, Patino-Garcia A, Corradini N, Bérard PM, Miller J, Freedman ND, Rothman N, Carter BD, Dagnall CL, Burdett L, Jones K, Manning M, Wyatt K, Zhou W, Yeager M, Cox DG, Hoover RN, Khan J, Armstrong GT, Leisenring WM, Bhatia S, Robison LL, Kulozik AE, Kriebel J, Meitinger T, Metzler M, Krumbholz M, Hartmann W, Strauch K, Kirchner T, Dirksen U, Mirabello L, Tucker MA, Tirode F, Morton LM, Chanock SJ, Delattre O, Machiela MJ. Low-frequency variation near common germline susceptibility loci are associated with risk of Ewing sarcoma. PLoS One 2020; 15:e0237792. [PMID: 32881892 PMCID: PMC7470401 DOI: 10.1371/journal.pone.0237792] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 08/03/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Ewing sarcoma (EwS) is a rare, aggressive solid tumor of childhood, adolescence and young adulthood associated with pathognomonic EWSR1-ETS fusion oncoproteins altering transcriptional regulation. Genome-wide association studies (GWAS) have identified 6 common germline susceptibility loci but have not investigated low-frequency inherited variants with minor allele frequencies below 5% due to limited genotyped cases of this rare tumor. METHODS We investigated the contribution of rare and low-frequency variation to EwS susceptibility in the largest EwS genome-wide association study to date (733 EwS cases and 1,346 unaffected controls of European ancestry). RESULTS We identified two low-frequency variants, rs112837127 and rs2296730, on chromosome 20 that were associated with EwS risk (OR = 0.186 and 2.038, respectively; P-value < 5×10-8) and located near previously reported common susceptibility loci. After adjusting for the most associated common variant at the locus, only rs112837127 remained a statistically significant independent signal (OR = 0.200, P-value = 5.84×10-8). CONCLUSIONS These findings suggest rare variation residing on common haplotypes are important contributors to EwS risk. IMPACT Motivate future targeted sequencing studies for a comprehensive evaluation of low-frequency and rare variation around common EwS susceptibility loci.
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Affiliation(s)
- Shu-Hong Lin
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America
| | - Joshua N Sampson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America
| | - Thomas G P Grünewald
- Max-Eder Research Group for Pediatric Sarcoma Biology, Ludwig Maximilians Universität (LMU), Munich, Germany.,Division of Translational Pediatric Sarcoma Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany.,Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Didier Surdez
- Inserm U830, Équipe Labellisés LNCC, PSL Université, Institut Curie, Paris, France
| | | | - Olivier Mirabeau
- Inserm U830, Équipe Labellisés LNCC, PSL Université, Institut Curie, Paris, France.,SIREDO Oncology Centre, Institut Curie, Paris, France
| | - Eric Karlins
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America.,Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., Frederick, MD, United States of America
| | - Rebeca Alba Rubio
- Max-Eder Research Group for Pediatric Sarcoma Biology, Ludwig Maximilians Universität (LMU), Munich, Germany
| | - Sakina Zaidi
- Inserm U830, Équipe Labellisés LNCC, PSL Université, Institut Curie, Paris, France.,SIREDO Oncology Centre, Institut Curie, Paris, France
| | - Sandrine Grossetête-Lalami
- Inserm U830, Équipe Labellisés LNCC, PSL Université, Institut Curie, Paris, France.,SIREDO Oncology Centre, Institut Curie, Paris, France
| | - Stelly Ballet
- SIREDO Oncology Centre, Institut Curie, Paris, France
| | - Eve Lapouble
- SIREDO Oncology Centre, Institut Curie, Paris, France
| | | | - Jean Michon
- SIREDO Oncology Centre, Institut Curie, Paris, France
| | | | - Heinrich Kovar
- Children's Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Udo Kontny
- Division of Pediatric Hematology, Oncology and Stem Cell Transplantation, Uniklinik RWTH Aachen, Aachen, Germany
| | - Anna González-Neira
- Human Genotyping Unit-CeGen, Human Cancer Genetics Programme, Spanish National Cancer Research Centre, Madrid, Spain
| | - Javier Alonso
- Unidad de Tumores Solidos Infantiles (IIER-ISCIII) & Centro de Investigación Biomédica en Red de Enfermedades Raras (CB06/07/1009; CIBERER-ISCIII), Instituto de Salud Carlos III, Majadahonda, Spain
| | - Ana Patino-Garcia
- Laboratory of Pediatrics, University Clinic of Navarra, Program in Solid Tumors, Center for Applied Medical Research (CIMA) and Navarra's Health Research Institute (IdiSNA), Pamplona, Spain
| | - Nadège Corradini
- Institute for Paediatric Haematology and Oncology, Leon Bérard Cancer Centre, University of Lyon, Lyon, France
| | - Perrine Marec Bérard
- Institute for Paediatric Haematology and Oncology, Leon Bérard Cancer Centre, University of Lyon, Lyon, France
| | - Jeremy Miller
- Information Management Services, Inc., Calverton, MD, United States of America
| | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America
| | - Nathaniel Rothman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America
| | - Brian D Carter
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, GA, United States of America
| | - Casey L Dagnall
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America.,Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., Frederick, MD, United States of America
| | - Laurie Burdett
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America.,Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., Frederick, MD, United States of America
| | - Kristine Jones
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America.,Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., Frederick, MD, United States of America
| | - Michelle Manning
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America.,Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., Frederick, MD, United States of America
| | - Kathleen Wyatt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America.,Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., Frederick, MD, United States of America
| | - Weiyin Zhou
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America.,Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., Frederick, MD, United States of America
| | - Meredith Yeager
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America.,Cancer Genomics Research Laboratory, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research Inc., Frederick, MD, United States of America
| | - David G Cox
- Institut National de la Santé et de la Recherche Médicale (INSERM), Paris, France
| | - Robert N Hoover
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America
| | - Javed Khan
- Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, United States of America
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States of America
| | - Wendy M Leisenring
- Cancer Prevention and Clinical Statistics Programs, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, United States of America
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States of America
| | - Andreas E Kulozik
- Department of Pediatric Oncology, Hematology and Immunology and Hopp Children Cancer Center, University of Heidelberg, Heidelberg, Germany
| | - Jennifer Kriebel
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,German Center for Diabetes Research (DZD), München, Neuherberg, Germany
| | - Thomas Meitinger
- German Research Center for Environmental Health, Institute of Human Genetics, Helmholtz Zentrum München, Neuherberg, Germany.,Institute of Human Genetics, Technische Universität München, Munich, Germany
| | - Markus Metzler
- Department of Paediatrics and Adolescent Medicine, University Hospital of Erlangen, Erlangen, Germany
| | - Manuela Krumbholz
- Department of Paediatrics and Adolescent Medicine, University Hospital of Erlangen, Erlangen, Germany
| | - Wolfgang Hartmann
- Division of Translational Pathology, Gerhard-Domagk Institute of Pathology, University Hospital of Münster, Münster, Germany
| | | | - Thomas Kirchner
- Institute of Pathology, Faculty of Medicine, LMU Munich, Munich, Germany
| | - Uta Dirksen
- Pediatrics III, West German Cancer Centre, University Hospital Essen, Essen, Germany.,German Cancer Consortium (DKTK), Center Essen, Heidelberg, Germany
| | - Lisa Mirabello
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America
| | - Margaret A Tucker
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America
| | - Franck Tirode
- Inserm U830, Équipe Labellisés LNCC, PSL Université, Institut Curie, Paris, France.,SIREDO Oncology Centre, Institut Curie, Paris, France
| | - Lindsay M Morton
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America
| | - Olivier Delattre
- Inserm U830, Équipe Labellisés LNCC, PSL Université, Institut Curie, Paris, France.,SIREDO Oncology Centre, Institut Curie, Paris, France
| | - Mitchell J Machiela
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, United States of America
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4
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Machiela MJ, Grünewald TG, Surdez D, Reynaud S, Mirabeau O, Karlins E, Rubio RA, Zaidi S, Grossetete-Lalami S, Ballet S, Lapouble E, Laurence V, Michon J, Pierron G, Kovar H, Gaspar N, Kontny U, González-Neira A, Picci P, Alonso J, Patino-Garcia A, Corradini N, Freedman ND, Rothman N, Dagnall CL, Burdett L, Jones K, Manning M, Wyatt K, Zhou W, Yeager M, Cox DG, Hoover RN, Khan J, Armstrong GT, Leisenring WM, Bhatia S, Robison LL, Dirksen U, Metzler M, Hartmann W, Strauch K, Kirchner T, Kulozik AE, Morton LM, Mirabello L, Tucker MA, Tirode F, Chanock S, Delattre O. Abstract A13: Genome-wide association study identifies multiple new loci associated with Ewing sarcoma susceptibility. Cancer Res 2018. [DOI: 10.1158/1538-7445.pedca17-a13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Ewing sarcoma (EWS), a pediatric tumor predominantly occurring in children of European ancestry, is characterized by the EWSR1-FLI1 fusion oncogene. We performed a genome-wide association study (GWAS) of 749 EWS cases and 1,378 unaffected individuals of European ancestry. Our study replicated previously reported susceptibility loci at 1p36.22, 10q21.3, and 15q15.1 and identified new loci at 6p25.1, 8q24.23, 20p11.22, and 20p11.23 (P-values <5x10-8). Effect estimates exhibited odds ratios (ORs) in excess of 1.7, which is high for cancer GWAS, and striking in light of the rarity of EWS cases in familial cancer syndromes. In expression quantitative trait locus (eQTL) analyses, we observed altered expression patterns for plausible candidate genes at 6p25.1 with RREB1, a RAS-responsive element, and at 20p11.23 with KIZ, a centrosomal stabilization protein. The 20p11.22 locus is also near NKX2-2, a highly overexpressed gene in EWS. Interestingly, most loci reside near GGAA repeat sequences where binding of the EWSR1-FLI1 fusion protein occurs. The seven EWS susceptibility loci discovered in only 749 cases make EWS one of the most productive GWAS studied cancers when considering a locus-to-case discovery ratio. The substantive estimated ORs suggest a distinctive underlying genetic architecture for EWS in which moderate-risk SNPs likely constitute a significant fraction and may interact with EWSR1-FLI1 binding.
Citation Format: Mitchell J. Machiela, Thomas G.P. Grünewald, Didier Surdez, Stephanie Reynaud, Olivier Mirabeau, Eric Karlins, Rebeca Alba Rubio, Sakina Zaidi, Sandrine Grossetete-Lalami, Stelly Ballet, Eve Lapouble, Valérie Laurence, Jean Michon, Gaelle Pierron, Heinrich Kovar, Nathalie Gaspar, Udo Kontny, Anna González-Neira, Piero Picci, Javier Alonso, Ana Patino-Garcia, Nadège Corradini, Neal D. Freedman, Nathaniel Rothman, Casey L. Dagnall, Laurie Burdett, Kristine Jones, Michelle Manning, Kathleen Wyatt, Weiyin Zhou, Meredith Yeager, David G. Cox, Robert N. Hoover, Javed Khan, Gregory T. Armstrong, Wendy M. Leisenring, Smita Bhatia, Leslie L. Robison, Uta Dirksen, Markus Metzler, Wolfgang Hartmann, Konstantin Strauch, Thomas Kirchner, Andreas E. Kulozik, Lindsay M. Morton, Lisa Mirabello, Margaret A. Tucker, Franck Tirode, Stephen Chanock, Olivier Delattre. Genome-wide association study identifies multiple new loci associated with Ewing sarcoma susceptibility [abstract]. In: Proceedings of the AACR Special Conference: Pediatric Cancer Research: From Basic Science to the Clinic; 2017 Dec 3-6; Atlanta, Georgia. Philadelphia (PA): AACR; Cancer Res 2018;78(19 Suppl):Abstract nr A13.
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Affiliation(s)
- Mitchell J. Machiela
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Thomas G.P. Grünewald
- 2Max-Eder Research Group for Pediatric Sarcoma Biology, Institute of Pathology, Faculty of Medicine,, Munich, Germany,
| | - Didier Surdez
- 3Inserm U830, Équipe Labellisés LNCC, PSL université, Institut Curie, Paris, France,
| | | | | | - Eric Karlins
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Rebeca Alba Rubio
- 2Max-Eder Research Group for Pediatric Sarcoma Biology, Institute of Pathology, Faculty of Medicine,, Munich, Germany,
| | - Sakina Zaidi
- 4SIREDO Oncology Centre, Institut Curie, Paris, France,
| | | | - Stelly Ballet
- 4SIREDO Oncology Centre, Institut Curie, Paris, France,
| | - Eve Lapouble
- 4SIREDO Oncology Centre, Institut Curie, Paris, France,
| | | | - Jean Michon
- 4SIREDO Oncology Centre, Institut Curie, Paris, France,
| | | | - Heinrich Kovar
- 5Children’s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria,
| | - Nathalie Gaspar
- 6Service de Pédiatrie, Institut Gustave Roussy, Villejuif, France,
| | - Udo Kontny
- 7Division of Pediatric Hematology Oncology and Stem Cell Transplantation, RWTH Aachen University, Aachen, Germany,
| | - Anna González-Neira
- 8Human Cancer Genetics Programme, Spanish National Cancer Research Centre, Madrid, Spain,
| | - Piero Picci
- 9Laboratorio di Oncologia Sperimentale, Istituto Ortopedico Rizzoli di Bologna, Bologna, Italy,
| | - Javier Alonso
- 10Instituto de Investigación de Enfermedades Raras, Instituto de Salud Carlos III, Majadahonda, Spain,
| | - Ana Patino-Garcia
- 11Laboratory of Pediatrics, University of Navarra, University Clinic of Navarra, IdiSNA, Pamplona, Spain,
| | | | - Neal D. Freedman
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Nathaniel Rothman
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Casey L. Dagnall
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Laurie Burdett
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Kristine Jones
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Michelle Manning
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Kathleen Wyatt
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Weiyin Zhou
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Meredith Yeager
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - David G. Cox
- 13Centre Léon Bérard, INSERM U1052, Lyon, France,
| | - Robert N. Hoover
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Javed Khan
- 14Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD,
| | - Gregory T. Armstrong
- 15Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN,
| | - Wendy M. Leisenring
- 16Cancer Prevention and Clinical Statistics Programs, Fred Hutchinson Cancer Research Center, Seattle, WA,
| | - Smita Bhatia
- 17Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL,
| | - Leslie L. Robison
- 15Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN,
| | - Uta Dirksen
- 18University Children’s Hospital of Essen, Essen, Germany,
| | - Markus Metzler
- 19University Children’s Hospital of Erlangen, Erlangen, Germany,
| | - Wolfgang Hartmann
- 20Gerhard-Domagk Institute of Pathology, University Hospital of Münster, Münster, Germany,
| | | | - Thomas Kirchner
- 22Institute of Pathology, Faculty of Medicine, LMU Munich, Munich, Germany,
| | | | - Lindsay M. Morton
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Lisa Mirabello
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Margaret A. Tucker
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
| | - Franck Tirode
- 4SIREDO Oncology Centre, Institut Curie, Paris, France,
| | - Stephen Chanock
- 1Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD,
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Wang Z, Zhu B, Zhang M, Parikh H, Jia J, Chung CC, Sampson JN, Hoskins JW, Hutchinson A, Burdette L, Ibrahim A, Hautman C, Raj PS, Abnet CC, Adjei AA, Ahlbom A, Albanes D, Allen NE, Ambrosone CB, Aldrich M, Amiano P, Amos C, Andersson U, Andriole G, Andrulis IL, Arici C, Arslan AA, Austin MA, Baris D, Barkauskas DA, Bassig BA, Beane Freeman LE, Berg CD, Berndt SI, Bertazzi PA, Biritwum RB, Black A, Blot W, Boeing H, Boffetta P, Bolton K, Boutron-Ruault MC, Bracci PM, Brennan P, Brinton LA, Brotzman M, Bueno-de-Mesquita HB, Buring JE, Butler MA, Cai Q, Cancel-Tassin G, Canzian F, Cao G, Caporaso NE, Carrato A, Carreon T, Carta A, Chang GC, Chang IS, Chang-Claude J, Che X, Chen CJ, Chen CY, Chen CH, Chen C, Chen KY, Chen YM, Chokkalingam AP, Chu LW, Clavel-Chapelon F, Colditz GA, Colt JS, Conti D, Cook MB, Cortessis VK, Crawford ED, Cussenot O, Davis FG, De Vivo I, Deng X, Ding T, Dinney CP, Di Stefano AL, Diver WR, Duell EJ, Elena JW, Fan JH, Feigelson HS, Feychting M, Figueroa JD, Flanagan AM, Fraumeni JF, Freedman ND, Fridley BL, Fuchs CS, Gago-Dominguez M, Gallinger S, Gao YT, Gapstur SM, Garcia-Closas M, Garcia-Closas R, Gastier-Foster JM, Gaziano JM, Gerhard DS, Giffen CA, Giles GG, Gillanders EM, Giovannucci EL, Goggins M, Gokgoz N, Goldstein AM, Gonzalez C, Gorlick R, Greene MH, Gross M, Grossman HB, Grubb R, Gu J, Guan P, Haiman CA, Hallmans G, Hankinson SE, Harris CC, Hartge P, Hattinger C, Hayes RB, He Q, Helman L, Henderson BE, Henriksson R, Hoffman-Bolton J, Hohensee C, Holly EA, Hong YC, Hoover RN, Hosgood HD, Hsiao CF, Hsing AW, Hsiung CA, Hu N, Hu W, Hu Z, Huang MS, Hunter DJ, Inskip PD, Ito H, Jacobs EJ, Jacobs KB, Jenab M, Ji BT, Johansen C, Johansson M, Johnson A, Kaaks R, Kamat AM, Kamineni A, Karagas M, Khanna C, Khaw KT, Kim C, Kim IS, Kim JH, Kim YH, Kim YC, Kim YT, Kang CH, Jung YJ, Kitahara CM, Klein AP, Klein R, Kogevinas M, Koh WP, Kohno T, Kolonel LN, Kooperberg C, Kratz CP, Krogh V, Kunitoh H, Kurtz RC, Kurucu N, Lan Q, Lathrop M, Lau CC, Lecanda F, Lee KM, Lee MP, Le Marchand L, Lerner SP, Li D, Liao LM, Lim WY, Lin D, Lin J, Lindstrom S, Linet MS, Lissowska J, Liu J, Ljungberg B, Lloreta J, Lu D, Ma J, Malats N, Mannisto S, Marina N, Mastrangelo G, Matsuo K, McGlynn KA, McKean-Cowdin R, McNeill LH, McWilliams RR, Melin BS, Meltzer PS, Mensah JE, Miao X, Michaud DS, Mondul AM, Moore LE, Muir K, Niwa S, Olson SH, Orr N, Panico S, Park JY, Patel AV, Patino-Garcia A, Pavanello S, Peeters PHM, Peplonska B, Peters U, Petersen GM, Picci P, Pike MC, Porru S, Prescott J, Pu X, Purdue MP, Qiao YL, Rajaraman P, Riboli E, Risch HA, Rodabough RJ, Rothman N, Ruder AM, Ryu JS, Sanson M, Schned A, Schumacher FR, Schwartz AG, Schwartz KL, Schwenn M, Scotlandi K, Seow A, Serra C, Serra M, Sesso HD, Severi G, Shen H, Shen M, Shete S, Shiraishi K, Shu XO, Siddiq A, Sierrasesumaga L, Sierri S, Loon Sihoe AD, Silverman DT, Simon M, Southey MC, Spector L, Spitz M, Stampfer M, Stattin P, Stern MC, Stevens VL, Stolzenberg-Solomon RZ, Stram DO, Strom SS, Su WC, Sund M, Sung SW, Swerdlow A, Tan W, Tanaka H, Tang W, Tang ZZ, Tardon A, Tay E, Taylor PR, Tettey Y, Thomas DM, Tirabosco R, Tjonneland A, Tobias GS, Toro JR, Travis RC, Trichopoulos D, Troisi R, Truelove A, Tsai YH, Tucker MA, Tumino R, Van Den Berg D, Van Den Eeden SK, Vermeulen R, Vineis P, Visvanathan K, Vogel U, Wang C, Wang C, Wang J, Wang SS, Weiderpass E, Weinstein SJ, Wentzensen N, Wheeler W, White E, Wiencke JK, Wolk A, Wolpin BM, Wong MP, Wrensch M, Wu C, Wu T, Wu X, Wu YL, Wunder JS, Xiang YB, Xu J, Yang HP, Yang PC, Yatabe Y, Ye Y, Yeboah ED, Yin Z, Ying C, Yu CJ, Yu K, Yuan JM, Zanetti KA, Zeleniuch-Jacquotte A, Zheng W, Zhou B, Mirabello L, Savage SA, Kraft P, Chanock SJ, Yeager M, Landi MT, Shi J, Chatterjee N, Amundadottir LT. Imputation and subset-based association analysis across different cancer types identifies multiple independent risk loci in the TERT-CLPTM1L region on chromosome 5p15.33. Hum Mol Genet 2014; 23:6616-33. [PMID: 25027329 PMCID: PMC4240198 DOI: 10.1093/hmg/ddu363] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2014] [Revised: 06/30/2014] [Accepted: 07/08/2014] [Indexed: 02/03/2023] Open
Abstract
Genome-wide association studies (GWAS) have mapped risk alleles for at least 10 distinct cancers to a small region of 63 000 bp on chromosome 5p15.33. This region harbors the TERT and CLPTM1L genes; the former encodes the catalytic subunit of telomerase reverse transcriptase and the latter may play a role in apoptosis. To investigate further the genetic architecture of common susceptibility alleles in this region, we conducted an agnostic subset-based meta-analysis (association analysis based on subsets) across six distinct cancers in 34 248 cases and 45 036 controls. Based on sequential conditional analysis, we identified as many as six independent risk loci marked by common single-nucleotide polymorphisms: five in the TERT gene (Region 1: rs7726159, P = 2.10 × 10(-39); Region 3: rs2853677, P = 3.30 × 10(-36) and PConditional = 2.36 × 10(-8); Region 4: rs2736098, P = 3.87 × 10(-12) and PConditional = 5.19 × 10(-6), Region 5: rs13172201, P = 0.041 and PConditional = 2.04 × 10(-6); and Region 6: rs10069690, P = 7.49 × 10(-15) and PConditional = 5.35 × 10(-7)) and one in the neighboring CLPTM1L gene (Region 2: rs451360; P = 1.90 × 10(-18) and PConditional = 7.06 × 10(-16)). Between three and five cancers mapped to each independent locus with both risk-enhancing and protective effects. Allele-specific effects on DNA methylation were seen for a subset of risk loci, indicating that methylation and subsequent effects on gene expression may contribute to the biology of risk variants on 5p15.33. Our results provide strong support for extensive pleiotropy across this region of 5p15.33, to an extent not previously observed in other cancer susceptibility loci.
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Affiliation(s)
- Zhaoming Wang
- Division of Cancer Epidemiology and Genetics, Cancer Genomics Research Laboratory, National Cancer Institute, Division of Cancer Epidemiology and Genetics, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Bin Zhu
- Division of Cancer Epidemiology and Genetics
| | | | | | - Jinping Jia
- Division of Cancer Epidemiology and Genetics
| | - Charles C Chung
- Division of Cancer Epidemiology and Genetics, Cancer Genomics Research Laboratory, National Cancer Institute, Division of Cancer Epidemiology and Genetics, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | | | | | - Amy Hutchinson
- Division of Cancer Epidemiology and Genetics, Cancer Genomics Research Laboratory, National Cancer Institute, Division of Cancer Epidemiology and Genetics, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Laurie Burdette
- Division of Cancer Epidemiology and Genetics, Cancer Genomics Research Laboratory, National Cancer Institute, Division of Cancer Epidemiology and Genetics, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | | | - Christopher Hautman
- Division of Cancer Epidemiology and Genetics, Cancer Genomics Research Laboratory, National Cancer Institute, Division of Cancer Epidemiology and Genetics, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | | | | | - Andrew A Adjei
- Korle Bu Teaching Hospital, PO BOX 77, Accra, Ghana, University of Ghana Medical School, PO Box 4236, Accra, Ghana
| | - Anders Ahlbom
- Unit of Epidemiology, Institute of Environmental Medicine
| | | | - Naomi E Allen
- Clinical Trial Service Unit and Epidemiological Studies Unit, University of Oxford, Oxford, UK
| | - Christine B Ambrosone
- Department of Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY, USA
| | - Melinda Aldrich
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Pilar Amiano
- Public Health Division of Gipuzkoa, Basque Regional Health Department, San Sebastian, Spain, CIBERESP, CIBER Epidemiologia y Salud Publica, Madrid, Spain
| | | | | | - Gerald Andriole
- Division of Urologic Surgery, Washington University School of Medicine, St Louis, MO, USA
| | - Irene L Andrulis
- Litwin Centre for Cancer Genetics, Samuel Lunenfeld Research Institute, Mt Sinai Hospital, University of Toronto, Toronto, ON, Canada
| | - Cecilia Arici
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Italy
| | - Alan A Arslan
- Department of Obstetrics and Gynecology and Department of Population Health, New York University School of Medicine, New York, NY, USA, New York University Cancer Institute, New York, NY, USA
| | - Melissa A Austin
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Dalsu Baris
- Division of Cancer Epidemiology and Genetics
| | - Donald A Barkauskas
- Department of Preventive Medicine, Biostatistics Division, Keck School of Medicine and
| | - Bryan A Bassig
- Division of Cancer Epidemiology and Genetics, Division of Environmental Health Sciences, Yale School of Public Health, New Haven, Connecticut, USA
| | | | | | | | - Pier Alberto Bertazzi
- Department of Clinical Sciences and Community Health, University of Milan, Department of Preventive Medicine, Fondazione IRCCS Ca' Granda Policlinico Hospital, Milan, Italy
| | - Richard B Biritwum
- Korle Bu Teaching Hospital, PO BOX 77, Accra, Ghana, University of Ghana Medical School, PO Box 4236, Accra, Ghana
| | | | - William Blot
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA, International Epidemiology Institute, Rockville, MD, USA
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbruecke, Germany
| | - Paolo Boffetta
- Institute for Translational Epidemiology, Hematology and Medical Oncology, Mount Sinai Hospital School of Medicine, New York, NY, USA
| | - Kelly Bolton
- Division of Cancer Epidemiology and Genetics, Department of Oncology, University of Cambridge, Cambridge CB2 2RE, UK
| | | | - Paige M Bracci
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Paul Brennan
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | | | | | - H Bas Bueno-de-Mesquita
- National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands, Department of Gastroenterology and Hepatology, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Julie E Buring
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Mary Ann Butler
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Cincinnati, OH, USA
| | - Qiuyin Cai
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | | | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Guangwen Cao
- Department of Epidemiology, Second Military Medical University, Shanghai, China
| | | | - Alfredo Carrato
- Medical Oncology Department, Hospital Ramón y Cajal, Madrid, Spain
| | - Tania Carreon
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Cincinnati, OH, USA
| | - Angela Carta
- Litwin Centre for Cancer Genetics, Samuel Lunenfeld Research Institute, Mt Sinai Hospital, University of Toronto, Toronto, ON, Canada
| | - Gee-Chen Chang
- Faculty of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan, Division of Chest Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | | | - Jenny Chang-Claude
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Xu Che
- Department of Abdominal Surgery and
| | - Chien-Jen Chen
- Genomics Research Center, Academia Sinica, Taipei, Taiwan, Graduate Institute of Epidemiology, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Chih-Yi Chen
- Cancer Center, China Medical University Hospital, Taipei, Taiwan
| | | | | | - Kuan-Yu Chen
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yuh-Min Chen
- Department of Epidemiology and Public Health, Yong Loo Lin School of Medicine and Chest Department, Taipei Veterans General Hospital, Taipei, Taiwan, College of Medical Science and Technology, Taipei Medical University, Taiwan
| | | | - Lisa W Chu
- Cancer Prevention Institute of California, Fremont, CA, USA
| | | | | | | | - David Conti
- Department of Preventive Medicine, Biostatistics Division, Keck School of Medicine and
| | | | - Victoria K Cortessis
- Department of Preventive Medicine, Biostatistics Division, Keck School of Medicine and
| | | | - Olivier Cussenot
- CeRePP, Paris, France, AP-HP, Department of Urology, Tenon Hospital, GHU-Est, Paris, France, UPMC Univ Paris 06, GRC n°5, ONCOTYPE-URO, Paris, France
| | - Faith G Davis
- Department of Public Health Sciences, School of Public Health, University of Alberta, Edmonton, AB, Canada T6G 2R3
| | - Immaculata De Vivo
- Program in Molecular and Genetic Epidemiology, Department of Medicine, Channing Division of Network Medicine and Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Xiang Deng
- Division of Cancer Epidemiology and Genetics, Cancer Genomics Research Laboratory, National Cancer Institute, Division of Cancer Epidemiology and Genetics, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Ti Ding
- Shanxi Cancer Hospital, Taiyuan, Shanxi, People's Republic of China
| | | | - Anna Luisa Di Stefano
- Service de Neurologie Mazarin, GH Pitie-Salpetriere, APHP, and UMR 975 INSERM-UPMC, CRICM, Paris, France
| | - W Ryan Diver
- Epidemiology Research Program, American Cancer Society, Atlanta, GA, USA
| | - Eric J Duell
- Unit of Nutrition, Environment and Cancer, Cancer Epidemiology Research Program, Bellvitge Biomedical Research Institute, Catalan Institute of Oncology (ICO-IDIBELL), Barcelona, Spain
| | - Joanne W Elena
- Epidemiology and Genomics Research Program, Division of Cancer Control and Population Sciences, Bethesda, MD, USA
| | - Jin-Hu Fan
- Shanghai Cancer Institute, Shanghai, People's Republic of China
| | | | | | | | - Adrienne M Flanagan
- UCL Cancer Institute, Huntley Street, London WC1E 6BT, UK, Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex HA7 4LP, UK
| | | | | | - Brooke L Fridley
- Department of Biostatistics, University of Kansas Medical Center, Kansas City, KS, USA
| | - Charles S Fuchs
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA, Channing Laboratory, Department of Medicine
| | - 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 (IDIS), Santiago de Compostela, Spain
| | | | - Yu-Tang Gao
- Department of Epidemiology, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiaotaong University School of Medicine, Shanghai, China
| | - Susan M Gapstur
- Epidemiology Research Program, American Cancer Society, Atlanta, GA, USA
| | - Montserrat Garcia-Closas
- Division of Cancer Epidemiology and Genetics, Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton, UK
| | - Reina Garcia-Closas
- Unidad de Investigación, Hospital Universitario de Canarias, La Laguna, Spain
| | - Julie M Gastier-Foster
- Nationwide Children's Hospital, and The Ohio State University Department of Pathology and Pediatrics, Columbus, OH, USA
| | - J Michael Gaziano
- Division of Preventive Medicine, Department of Medicine and Division of Aging, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA, Massachusetts Veteran's Epidemiology, Research and Information Center, Geriatric Research Education and Clinical Center, Veterans Affairs Boston Healthcare System, Boston, MA, USA
| | - Daniela S Gerhard
- Office of Cancer Genomics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Carol A Giffen
- Information Management Services Inc., Calverton, MD, USA
| | - Graham G Giles
- Cancer Epidemiology Centre, The Cancer Council Victoria & Centre for Molecular, Environmental, Genetic, and Analytic Epidemiology, The University of Melbourne, Victoria, Australia
| | | | | | - Michael Goggins
- Department of Oncology, Department of Pathology and Department of Medicine, The Sol Goldman Pancreatic Research Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nalan Gokgoz
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | | | - Carlos Gonzalez
- Unit of Nutrition, Environment and Cancer, Cancer Epidemiology Research Programme, Catalan Institute of Oncology (ICO), Barcelona, Spain
| | - Richard Gorlick
- Albert Einstein College of Medicine, The Children's Hospital at Montefiore, Bronx, NY, USA
| | | | - Myron Gross
- Department of Laboratory Medicine and Pathology, School of Medicine, University of Minnesota, Minneapolis, MN, USA
| | | | - Robert Grubb
- Department of Urology, Washington University School of Medicine, St Louis, MO, USA
| | | | - Peng Guan
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, China
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Goran Hallmans
- Department of Public Health and Clinical Medicine/Nutritional Research
| | | | - Curtis C Harris
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | | | - Claudia Hattinger
- Laboratory of Experimental Oncology, Orthopaedic Rizzoli Institute, Bologna, Italy
| | - Richard B Hayes
- Division of Cancer Epidemiology and Genetics, Department of Population Health, New York University Langone Medical Center and Department of Environmental Medicine, New York University Langone Medical Center, New York University Cancer Institute, New York, NY, USA
| | - Qincheng He
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, China
| | | | - Brian E Henderson
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | | | - Chancellor Hohensee
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Elizabeth A Holly
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Yun-Chul Hong
- Institute of Environmental Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea, Department of Preventive Medicine and
| | | | - H Dean Hosgood
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Chin-Fu Hsiao
- Division of Biostatistics and Bioinformatics, Institute of Population Health Sciences and Taiwan Lung Cancer Tissue/Specimen Information Resource Center, National Health Research Institutes, Zhunan, Taiwan
| | - Ann W Hsing
- Cancer Prevention Institute of California, Fremont, CA, USA, Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - Chao Agnes Hsiung
- Division of Biostatistics and Bioinformatics, Institute of Population Health Sciences and
| | - Nan Hu
- Division of Cancer Epidemiology and Genetics
| | - Wei Hu
- Division of Cancer Epidemiology and Genetics
| | - Zhibin Hu
- Department of Epidemiology and Biostatistics, Cancer Center, Nanjing Medical University, Nanjing, China
| | - Ming-Shyan Huang
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - David J Hunter
- Program in Molecular and Genetic Epidemiology, Department of Medicine, Channing Division of Network Medicine and Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | | | - Hidemi Ito
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Eric J Jacobs
- Epidemiology Research Program, American Cancer Society, Atlanta, GA, USA
| | - Kevin B Jacobs
- Cancer Genomics Research Laboratory, National Cancer Institute, Division of Cancer Epidemiology and Genetics, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA, Cancer Genomics Research Laboratory, National Cancer Institute, Division of Cancer Epidemiology and Genetics, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA, Bioinformed, LLC, Gaithersburg, MD, USA
| | - Mazda Jenab
- International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Bu-Tian Ji
- Division of Cancer Epidemiology and Genetics
| | - Christoffer Johansen
- Department of Oncology, Finsen Center, Rigshospitalet, Copenhagen, Denmark, Unit of Survivorship, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Mattias Johansson
- International Agency for Research on Cancer (IARC-WHO), Lyon, France, Department of Public Health and Clinical Medicine
| | | | - Rudolf Kaaks
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | | | | | | | - Kay-Tee Khaw
- School of Clinical Medicine, University of Cambridge, UK
| | | | - In-Sam Kim
- Department of Biochemistry and Department of Cell Biology, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Jin Hee Kim
- Institute of Environmental Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea
| | - Yeul Hong Kim
- Genomic Research Center for Lung and Breast/Ovarian Cancers, Korea University Anam Hospital, Seoul, Republic of Korea, Department of Internal Medicine and Division of Brain and Division of Oncology/Hematology, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Young-Chul Kim
- Lung and Esophageal Cancer Clinic, Chonnam National University Hwasun Hospital, Hwasun-eup, Republic of Korea
| | - Young Tae Kim
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Chang Hyun Kang
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yoo Jin Jung
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | | | - Alison P Klein
- Department of Oncology, Department of Pathology and Department of Medicine, The Sol Goldman Pancreatic Research Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA, Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Manolis Kogevinas
- Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain, CIBER Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain, National School of Public Health, Athens, Greece
| | - Woon-Puay Koh
- Duke-NUS Graduate Medical School, Singapore, Singapore, Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Takashi Kohno
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan
| | - Laurence N Kolonel
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Charles Kooperberg
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | - Vittorio Krogh
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Hideo Kunitoh
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan, Department of Respiratory Medicine, Mitsui Memorial Hospital, Tokyo, Japan
| | | | - Nilgun Kurucu
- Department of Pediatric Oncology, A.Y. Ankara Oncology Training and Research Hospital, Yenimahalle- Ankara, Turkey
| | - Qing Lan
- Division of Cancer Epidemiology and Genetics
| | - Mark Lathrop
- Centre National de Genotypage, IG/CEA, Evry Cedex, France, Centre d'Étude du Polymorphism Humain (CEPH), Paris, France
| | - Ching C Lau
- Texas Children's Cancer and Hematology Centers
| | - Fernando Lecanda
- Department of Pediatrics, University Clinic of Navarra, Universidad de Navarra, Pamplona, Spain
| | - Kyoung-Mu Lee
- Department of Preventive Medicine and Department of Environmental Health, Korea National Open University, Seoul, Republic of Korea
| | | | - Loic Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | | | - Donghui Li
- Department of Gastrointestinal Medical Oncology
| | | | - Wei-Yen Lim
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Dongxin Lin
- State Key Laboratory of Molecular Oncology, Cancer Institute and Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | | | | | | | - Jolanta Lissowska
- Department of Cancer Epidemiology and Prevention, Maria Sklodowska-Curie Cancer Center and Institute of Oncology, Warsaw, Poland
| | - Jianjun Liu
- Human Genetics Division, Genome Institute of Singapore, Singapore, School of Life Sciences, Anhui Medical University, Hefei, China
| | - Börje Ljungberg
- Department of Surgical and Perioperative Sciences, Urology and Andrology and
| | - Josep Lloreta
- CIBER Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain
| | - Daru Lu
- Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai, China, State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
| | - Jing Ma
- Department of Medicine, Channing Division of Network Medicine and Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Nuria Malats
- Centro Nacional de Investigaciones Oncologicas, Melchor Fernández Almagro, 3, Madrid E-28029, Spain
| | - Satu Mannisto
- National Institute for Health and Welfare, Helsinki, Finland
| | - Neyssa Marina
- Lucile Packard Children's Hospital, Stanford University, Palo Alto, CA, USA
| | - Giuseppe Mastrangelo
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padua, Italy
| | - Keitaro Matsuo
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan, Department of Preventive Medicine, Kyushu University Faculty of Medical Scicence, Fukuoka, Japan
| | | | | | - Lorna H McNeill
- Department of Health Disparities Research, Division of OVP, Cancer Prevention and Population Sciences, and Center for Community-Engaged Translational Research, Duncan Family Institute and
| | | | | | | | - James E Mensah
- Korle Bu Teaching Hospital, PO BOX 77, Accra, Ghana, University of Ghana Medical School, PO Box 4236, Accra, Ghana
| | - Xiaoping Miao
- Key Laboratory for Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Sciences and Technology, Wuhan, China
| | - Dominique S Michaud
- Department of Epidemiology, Division of Biology and Medicine, Brown University, Providence, RI, USA
| | | | - Lee E Moore
- Division of Cancer Epidemiology and Genetics
| | - Kenneth Muir
- Health Sciences Research Institute, University of Warwick, Coventry, UK
| | | | - Sara H Olson
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Nick Orr
- Complex Traits Genetics Team and
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Jae Yong Park
- Department of Biochemistry and Department of Cell Biology, School of Medicine, Kyungpook National University, Daegu, Republic of Korea, Lung Cancer Center, Kyungpook National University Medical Center, Daegu, Republic of Korea
| | - Alpa V Patel
- Epidemiology Research Program, American Cancer Society, Atlanta, GA, USA
| | - Ana Patino-Garcia
- Department of Pediatrics, University Clinic of Navarra, Universidad de Navarra, Pamplona, Spain
| | - Sofia Pavanello
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padua, Italy
| | - Petra H M Peeters
- Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, Utrecht, The Netherlands, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | | | - Ulrike Peters
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Gloria M Petersen
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Piero Picci
- Laboratory of Experimental Oncology, Orthopaedic Rizzoli Institute, Bologna, Italy
| | - Malcolm C Pike
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA, Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Stefano Porru
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Italy
| | - Jennifer Prescott
- Program in Molecular and Genetic Epidemiology, Department of Medicine, Channing Division of Network Medicine and Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Xia Pu
- Department of Epidemiology
| | | | - You-Lin Qiao
- Department of Epidemiology, Cancer Institute (Hospital), Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | | | - Elio Riboli
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | | | - Rebecca J Rodabough
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | - Avima M Ruder
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Cincinnati, OH, USA
| | - Jeong-Seon Ryu
- Department of Internal Medicine, Inha University College of Medicine, Incheon, Korea
| | - Marc Sanson
- Service de Neurologie Mazarin, GH Pitie-Salpetriere, APHP, and UMR 975 INSERM-UPMC, CRICM, Paris, France
| | - Alan Schned
- Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Fredrick R Schumacher
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Ann G Schwartz
- Karmanos Cancer Institute and Department of Oncology and
| | - Kendra L Schwartz
- Karmanos Cancer Institute and Department of Family Medicine and Public Health Sciences, Wayne State University School of Medicine, Detroit, MI, USA
| | | | - Katia Scotlandi
- Laboratory of Experimental Oncology, Orthopaedic Rizzoli Institute, Bologna, Italy
| | - Adeline Seow
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Consol Serra
- Centre for Research in Occupational Health, Universitat Pompeu Fabra, Barcelona, Spain, CIBER of Epidemiology and Public Health (CIBERESP)
| | - Massimo Serra
- Laboratory of Experimental Oncology, Orthopaedic Rizzoli Institute, Bologna, Italy
| | - Howard D Sesso
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Gianluca Severi
- Cancer Epidemiology Centre, The Cancer Council Victoria & Centre for Molecular, Environmental, Genetic, and Analytic Epidemiology, The University of Melbourne, Victoria, Australia
| | - Hongbing Shen
- Department of Epidemiology and Biostatistics, Cancer Center, Nanjing Medical University, Nanjing, China
| | - Min Shen
- Division of Cancer Epidemiology and Genetics
| | - Sanjay Shete
- Department of Biostatistics, MD Anderson Cancer Center, Houston, TX, USA
| | - Kouya Shiraishi
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan
| | - Xiao-Ou Shu
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Afshan Siddiq
- Department of Genomics of Common Disease, School of Public Health, Imperial College London, London, UK
| | - Luis Sierrasesumaga
- Department of Pediatrics, University Clinic of Navarra, Universidad de Navarra, Pamplona, Spain
| | - Sabina Sierri
- Nutritional Epidemiology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alan Dart Loon Sihoe
- Department of Surgery, Division of Cardiothoracic Surgery, Queen Mary Hospital, Hong Kong, China
| | | | - Matthias Simon
- Department of Neurosurgery, University of Bonn Medical Center, Bonn, Germany
| | - Melissa C Southey
- Department of Pathology, The University of Melbourne, Melbourne, VIC, Australia
| | | | - Margaret Spitz
- Dan L. Duncan Center, Baylor College of Medicine, Houston, TX, USA
| | - Meir Stampfer
- Department of Medicine, Channing Division of Network Medicine and Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Par Stattin
- Department of Surgical and Perioperative Sciences, Urology and Andrology and
| | - Mariana C Stern
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Victoria L Stevens
- Epidemiology Research Program, American Cancer Society, Atlanta, GA, USA
| | | | - Daniel O Stram
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Sara S Strom
- Department of Epidemiology, Division of Cancer Prevention and Population Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wu-Chou Su
- Department of Internal Medicine, National Cheng Kung University Hospital and College of Medicine, Tainan, Taiwan
| | - Malin Sund
- Department of Surgical and Perioperative Sciences/Surgery, Umeå University, Umeå, Sweden
| | - Sook Whan Sung
- Department of Thoracic and Cardiovascular Surgery, Seoul St Mary's Hospital, Seoul, South Korea
| | - Anthony Swerdlow
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton, UK, Division of Breast Cancer Research, Institute of Cancer Research, London, UK
| | - Wen Tan
- State Key Laboratory of Molecular Oncology, Cancer Institute and Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hideo Tanaka
- Division of Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Wei Tang
- Division of Cancer Epidemiology and Genetics
| | - Ze-Zhang Tang
- Shanxi Cancer Hospital, Taiyuan, Shanxi, People's Republic of China
| | - Adonina Tardon
- Instituto Universitario de Oncología, Universidad de Oviedo, Oviedo, Spain
| | - Evelyn Tay
- Korle Bu Teaching Hospital, PO BOX 77, Accra, Ghana, University of Ghana Medical School, PO Box 4236, Accra, Ghana
| | | | - Yao Tettey
- Korle Bu Teaching Hospital, PO BOX 77, Accra, Ghana, University of Ghana Medical School, PO Box 4236, Accra, Ghana
| | - David M Thomas
- Sir Peter MacCallum Department of Oncology, University of Melbourne, St Andrew's Place, East Melbourne, VIC, Australia
| | - Roberto Tirabosco
- Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex HA7 4LP, UK
| | | | | | | | - Ruth C Travis
- Clinical Trial Service Unit and Epidemiological Studies Unit, University of Oxford, Oxford, UK
| | | | | | | | - Ying-Huang Tsai
- Department of Pulmonary Medicine, Chang Gung Memorial Hospital, Chiayi, Taiwan
| | | | - Rosario Tumino
- Cancer Registry Associazione Iblea Ricerca Epidemiologica, Onlus and Asp Ragusa, Ragusa Italy
| | - David Van Den Berg
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | - Roel Vermeulen
- Division of Environmental Epidemiology, Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, The Netherlands
| | - Paolo Vineis
- Imperial College, London, UK, Human Genetics Foundation (HuGeF), Torino Italy
| | - Kala Visvanathan
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Ulla Vogel
- National Research Centre for the Working Environment, Copenhagen, Denmark, National Food Institute, Technical University of Denmark, Soborg, Denmark
| | - Chaoyu Wang
- Division of Cancer Epidemiology and Genetics
| | | | - Junwen Wang
- Division of Cancer Epidemiology and Genetics, Cancer Genomics Research Laboratory, National Cancer Institute, Division of Cancer Epidemiology and Genetics, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA, Department of Biochemistry and Centre for Genomic Sciences, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Sophia S Wang
- Division of Cancer Etiology, Department of Population Sciences, City of Hope and the Beckman Research Institute, Duarte, CA, USA
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway, Department of Research, Cancer Registry of Norway, Oslo, Norway, Department of Medical Epidemiology and Biostatistics and Samfundet Folkhälsan, Helsinki, Finland
| | | | | | | | - Emily White
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - John K Wiencke
- University of California San Francisco, San Francisco, CA, USA
| | - Alicja Wolk
- Unit of Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Brian M Wolpin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA, Channing Laboratory, Department of Medicine
| | | | | | - Chen Wu
- State Key Laboratory of Molecular Oncology, Cancer Institute and Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Tangchun Wu
- Department of Cardiac, Thoracic and Vascular Sciences, University of Padova, Padua, Italy
| | | | - Yi-Long Wu
- Guangdong Lung Cancer Institute, Medical Research Center and Cancer Center of Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Jay S Wunder
- Division of Urologic Surgery, Washington University School of Medicine, St Louis, MO, USA
| | - Yong-Bing Xiang
- Department of Epidemiology, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiaotaong University School of Medicine, Shanghai, China
| | - Jun Xu
- School of Public Health, Li Ka Shing (LKS) Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | | | - Pan-Chyr Yang
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yasushi Yatabe
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center Hospital and
| | | | - Edward D Yeboah
- Korle Bu Teaching Hospital, PO BOX 77, Accra, Ghana, University of Ghana Medical School, PO Box 4236, Accra, Ghana
| | - Zhihua Yin
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, China
| | - Chen Ying
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Chong-Jen Yu
- Department of Internal Medicine, National Cheng Kung University Hospital and College of Medicine, Tainan, Taiwan
| | - Kai Yu
- Division of Cancer Epidemiology and Genetics
| | - Jian-Min Yuan
- University of Pittsburgh Cancer Institute, Pittsburgh, PA, USA and
| | - Krista A Zanetti
- Epidemiology and Genomics Research Program, Division of Cancer Control and Population Sciences, Bethesda, MD, USA
| | - Anne Zeleniuch-Jacquotte
- Department of Population Health, New York University School of Medicine, New York, NY, USA, New York University Cancer Institute, New York, NY, USA
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Baosen Zhou
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang, China
| | | | | | - Peter Kraft
- Program in Molecular and Genetic Epidemiology, Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, Cancer Genomics Research Laboratory, National Cancer Institute, Division of Cancer Epidemiology and Genetics, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Meredith Yeager
- Division of Cancer Epidemiology and Genetics, Cancer Genomics Research Laboratory, National Cancer Institute, Division of Cancer Epidemiology and Genetics, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | | | - Jianxin Shi
- Division of Cancer Epidemiology and Genetics
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