Novel Common Genetic Susceptibility Loci for Colorectal Cancer

Abstract
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. 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. 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. This study provides insight into the architecture of common genetic variation contributing to CRC etiology and improves risk prediction for individualized screening.
Funding Information
  • National Cancer Institute
  • National Institutes of Health
  • US Department of Health and Human Services (U19 CA148107, R01 CA81488, P30 CA014089, R01 CA197350, P01 CA196569, R01 CA201407)
  • National Institutes of Environmental Health Sciences
  • National Institutes of Health (T32 ES013678)
  • US Public Health Service (N01-CN-45165, N01-RC-45035, N01-RC-37004, HHSN261201000006C)
  • National Cancer Institute
  • American Cancer Society
  • National Institutes of Health (R01 CA189184, U01 CA206110, 2P30CA015704-40)
  • Matthias Lackas-Foundation
  • German Consortium for Translational Cancer Research
  • Genetics and Epidemiology of Colorectal Cancer Consortium
  • National Cancer Institute
  • National Institutes of Health
  • US Department of Health and Human Services (U01 CA137088, R01 CA059045, U01 CA164930)
  • The Colon Cancer Family Registry
  • National Cancer Institute
  • National Institutes of Health (U01 CA122839, R01 CA143247)
  • National Cancer Institute
  • National Institutes of Health (U19 CA148107)
  • National Cancer Institute
  • National Institutes of Health (UM1 CA167551)
  • Australasian Colorectal Cancer Family Registry
  • NCI
  • NIH (U01 CA074778, U01/U24 CA097735)
  • USC Consortium Colorectal Cancer Family Registry (U01/U24, CA074799)
  • Mayo Clinic Cooperative Family Registry (U01/U24, CA074800)
  • Ontario Familial Colorectal Cancer Registry (U01/U24, CA074783)
  • Seattle Colorectal Cancer Family Registry (U01/U24 CA074794)
  • University of Hawaii Colorectal Cancer Family Registry (U01/U24 CA074806)
  • National Cancer Institute
  • Fred Hutchinson Cancer Research Center (N01-CN-67009, N01-PC-35142, HHSN2612013000121)
  • Hawai‘i Department of Health (N01-PC-67001, N01-PC-35137, HHSN26120100037C)
  • California Department of Public Health (HHSN261201000035C)
  • Victoria Cancer Registry and Ontario Cancer Registry
  • Baden-Württemberg Ministry of Science, Research and Arts and the German Cancer Aid
  • GALicia Estudio Oncológico de coloN
  • Melbourne Collaborative Cohort Study
  • VicHealth and Cancer Council Victoria
  • Australian NHMRC (509348, 209057, 251553, 504711)
  • Cancer Council Victoria
  • Victorian Cancer Registry
  • Australian Institute of Health and Welfare
  • Memorial Sloan Kettering Cancer Center
  • Robert and Kate Niehaus Center
  • Romeo Milio Foundation
  • National Institutes of Health (R01 CA189184, P30 CA076292)
  • Florida Department of Health Bankhead-Coley (09BN-13)
  • University of South Florida Oehler Foundation
  • Total Cancer Care Initiative
  • Cancer Center and Research Institute
  • National Cancer Institute–designated Comprehensive Cancer Center (P30 CA076292)
  • Cancer Research UK (C490/A16561)
  • Instituto de Salud Carlos III
  • FEDER (PI14-613, PI09-1286)
  • Catalan Government DURSI (2014SGR647)
  • Junta de Castilla y León (LE22A10-2)
  • Swedish Low-risk Colorectal Cancer Study
  • Swedish Research Council (K2015-55X-22674-01-4, K2008-55X-20157-03-3, K2006-72X-20157-01-2)
  • Stockholm County Council
  • Taiwan Ministry of Health and Wealth
  • Center for Inherited Disease Research (268201200008I, 101HG007491-01)
  • the Norris Cotton Cancer Center (P30CA023108)
  • The Quantitative Biology Research Institute (P20GM103534)
  • Coordinating Center for Screen Detected Lesions (U01CA196386)
  • National Cancer Institute (U01 CA1817700, R01 CA144040)
  • French Association Study Evaluating
  • RISK for sporadic colorectal cancer (ASTERISK)
  • Hospital Clinical Research Program
  • Regional Council of Pays de la Loire
  • Groupement des Entreprises Françaises dans la lutte contre le Cancer
  • Association Anne de Bretagne Génétique, and the Ligue Régionale Contre le Cancer
  • Hawai'i Colorectal Cancer Studies
  • National Institutes of Health (R01 CA060987)
  • German Research Council
  • Deutsche Forschungsgemeinschaft (BR 1704/6-1, BR 1704/6-3, BR 1704/6-4, CH 117/1-1)
  • German Federal Ministry of Education and Research (01KH0404, 01ER0814)
  • National Institutes of Health (R01 CA048998)
  • National Institutes of Health (P01 CA055075, UM1 CA167552, R01 137178, P50 CA127003)
  • Nurses' Health Study
  • National Institutes of Health (UM1 CA186107, R01 CA137178, P01 CA087969, P50 CA127003)
  • National Institutes of Health (R01 050385CA, UM1 CA176726)
  • Physicians' Health Study
  • National Institutes of Health (R01 CA042182)
  • Multiethnic Cohort Study
  • National Institutes of Health (R37 CA054281, P01 CA033619, R01 CA063464)
  • Ontario Familial Colorectal Cancer Registry
  • National Institutes of Health
  • Ontario Registry for Studies of Familial Colorectal Cancer (U01 CA074783)
  • Ontario Research Fund
  • Canadian Institutes of Health Research
  • Cancer Risk Evaluation
  • Canadian Cancer Society Research Institute
  • Ontario Institute for Cancer Research
  • Ontario Ministry of Research and Innovation
  • Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial
  • National Cancer Institute
  • Cancer Genetic Markers of Susceptibility
  • Lung Cancer and Smoking
  • Environment and Health Initiative (Z01 CP 010200)
  • NIH (U01 HG004446)
  • NIH (GEI U01 HG 004438)
  • GENEVA Coordinating Center
  • Johns Hopkins University Center
  • Colon Cancer Family Registry
  • National Institutes of Health (R01 CA076366)
  • VITamins And Lifestyle
  • National Institutes of Health (K05 CA154337)
  • Womens Health Initiative
  • National Heart, Lung, and Blood Institute
  • National Institutes of Health
  • US Department of Health and Human Services (HHSN268201600018C, HHSN268201600001C, HHSN268201600002C, HHSN268201600003C, HHSN268201600004C)
  • Wereld Kanker Onderzoek Fonds (2014/1179)
  • World Cancer Research Fund International Regular Grant Programme
  • Alpe d’Huzes and the Dutch Cancer Society (UM 2012–5653, UW 2013-5927, UW2015-7946)
  • TRANSCAN (JTC2012-MetaboCCC, JTC2013-FOCUS)
  • Nutrition Questionnaires plus study
  • ZonMw (98-10030)
  • PREVention of diabetes through lifestyle intervention and population studies in Europe and around the World
  • European Union Seventh Framework Programme (FP7/2007–2013, 312057)
  • TI Food and Nutrition
  • FOODBALL
  • JPI Healthy Diet for a Healthy Life
  • Asia Colorectal Cancer Consortium
  • Vanderbilt University School of Medicine
  • US National Institutes of Health (R37 CA070867, R01 CA182910, R01 CA148667)
  • Vanderbilt University School of Medicine
  • Shanghai Women’s Health Study (R37 CA070867, UM1CA182910)
  • Shanghai Men’s Health Study (UM1CA173640)
  • Shanghai Colorectal Cancer Study
  • NIH (R37CA070867, R01CA188214)
  • Guangzhou Colorectal Cancer Study
  • National Key Scientific and Technological Project (2011ZX09307-001-04)
  • Japan BioBank Colorectal Cancer Study
  • Ministry of Education, Culture, Sports, Science and Technology
  • Hwasun Cancer Epidemiology Study–Colon and Rectum Cancer
  • Chonnam National University Hwasun Hospital (HCRI15011-1)
  • Aichi Colorectal Cancer Study
  • Scientific Research from the Japanese Ministry of Education, Culture, Sports, Science and Technology (17015018, 221S0001)
  • Korean Cancer Prevention Study-II
  • Colorectal Cancer Study
  • US-Japan Colorectal Cancer
  • NIH (R01 CA126895, R01 CA104132, U24 CA074806)
  • National Institutes of Health (R01 CA132839, U01 HG004726)
  • National Institutes of Health (R37 CA054281, P01 CA033619, R01 CA063464)
  • Japan Public Health Center-based prospective Study
  • National Cancer Center Research and Development Fund
  • Ministry of Health, Labor and Welfare of Japan
  • Ministry of Education, Culture, Sports, Science and Technology
  • National Institutes of Health (R01 CA155101, U01 HG004726, R01 CA140561, T32 ES013678, U19 CA148107, P30 CA014089)
  • US-Japan Colorectal Cancer GWAS
  • African American Colorectal Cancer
  • US National Institutes of Health (1R01-CA126895, 1R01-CA126895-S1, 1R01-CA104132, 2U24-CA074806)
  • The Genotype-Tissue Expression
  • National Institutes of Health
  • NCI/SAIC-Frederick
  • National Disease Research Interchange (10XS170)
  • Roswell Park Cancer Institute (10XS171)
  • Science Care, Inc (X10S172)
  • The Broad Institute, Inc
  • SAIC-F subcontract to Van Andel Institute (10ST1035)
  • SAIC-F (HHSN261200800001E)
  • Brain Bank
  • University of Miami (DA006227, DA033684, N01MH000028)
  • Statistical Methods development (MH090941, MH101814)
  • University of Chicago (MH090951, MH090937, MH101820, MH101825)
  • University of North Carolina (MH090936, MH101819)
  • Harvard University (MH090948)
  • Stanford University (MH101782)
  • Washington University St Louis (MH101810)
  • University of Pennsylvania (MH101822)