Novel Common Genetic Susceptibility Loci for Colorectal Cancer

Author:

Schmit Stephanie L12,Edlund Christopher K2,Schumacher Fredrick R3,Gong Jian4,Harrison Tabitha A4,Huyghe Jeroen R4,Qu Chenxu24,Melas Marilena2,Van Den Berg David J2,Wang Hansong5,Tring Stephanie267,Plummer Sarah J8,Albanes Demetrius9,Alonso M Henar101112,Amos Christopher I13,Anton Kristen13,Aragaki Aaron K4,Arndt Volker14,Barry Elizabeth L15,Berndt Sonja I9,Bezieau Stéphane4,Bien Stephanie16,Bloomer Amanda1,Boehm Juergen17,Boutron-Ruault Marie-Christine1819,Brenner Hermann142021,Brezina Stefanie22,Buchanan Daniel D232425,Butterbach Katja14,Caan Bette J26,Campbell Peter T27,Carlson Christopher S4,Castelao Jose E28,Chan Andrew T2930,Chang-Claude Jenny313233,Chanock Stephen J9,Cheng Iona34,Cheng Ya-Wen35,Chin Lee Soo36,Church James M37,Church Timothy38,Coetzee Gerhard A39,Cotterchio Michelle40,Cruz Correa Marcia41,Curtis Keith R4,Duggan David42,Easton Douglas F43,English Dallas44,Feskens Edith J M45,Fischer Rocky46,FitzGerald Liesel M4447,Fortini Barbara K48,Fritsche Lars G4950,Fuchs Charles S5152,Gago-Dominguez Manuela5354,Gala Manish29,Gallinger Steven J55,Gauderman W James2,Giles Graham G2344,Giovannucci Edward L3256,Gogarten Stephanie M57,Gonzalez-Villalpando Clicerio58,Gonzalez-Villalpando Elena M59,Grady William M60,Greenson Joel K61,Gsur Andrea62,Gunter Marc30,Haiman Christopher A2,Hampe Jochen63,Harlid Sophia64,Harju John F46,Hayes Richard B65,Hofer Philipp62,Hoffmeister Michael14,Hopper John L66,Huang Shu-Chen2,Huerta Jose Maria67,Hudson Thomas J6869,Hunter David J70,Idos Gregory E2,Iwasaki Motoki71,Jackson Rebecca D72,Jacobs Eric J27,Jee Sun Ha73,Jenkins Mark A23,Jia Wei-Hua74,Jiao Shuo4,Joshi Amit D3070,Kolonel Laurence N75,Kono Suminori22,Kooperberg Charles4,Krogh Vittorio76,Kuehn Tilman77,Küry Sébastien78,LaCroix Andrea4,Laurie Cecelia A57,Lejbkowicz Flavio17980,Lemire Mathieu69,Lenz Heinz-Josef281,Levine David57,Li Christopher I82,Li Li83,Lieb Wolfgang84,Lin Yi4,Lindor Noralane M8586,Liu Yun-Ru87,Loupakis Fotios35,Lu Yingchang88,Luh Frank89,Ma Jing90,Mancao Christoph91,Manion Frank J46,Markowitz Sanford D92,Martin Vicente93,Matsuda Koichi9495,Matsuo Keitaro9697,McDonnell Kevin J2,McNeil Caroline E2,Milne Roger2344,Molina Antonio J1198,Mukherjee Bhramar46,Murphy Neil99,Newcomb Polly A4,Offit Kenneth100,Omichessan Hanane1819,Palli Domenico101,Cotoré Jesus P Paredes102,Pérez-Mayoral Julyann103,Pharoah Paul D104,Potter John D4,Qu Conghui24,Raskin Leon8895,Rennert Gad89105106,Rennert Hedy S89105,Riggs Bridget M1,Schafmayer Clemens107,Schoen Robert E108,Sellers Thomas A1,Seminara Daniela109,Severi Gianluca18110,Shi Wei111,Shibata David112,Shu Xiao-Ou8895,Siegel Erin M1,Slattery Martha L113,Southey Melissa24,Stadler Zsofia K100114,Stern Mariana C2,Stintzing Sebastian115,Taverna Darin116,Thibodeau Stephen N117,Thomas Duncan C2,Trichopoulou Antonia118,Tsugane Shoichiro267,Ulrich Cornelia M17,van Duijnhoven Franzel J B45,van Guelpan Bethany,Vijai Joseph100,Virtamo Jarmo119,Weinstein Stephanie J9,White Emily4,Win Aung Ko23,Wolk Alicja120,Woods Michael121,Wu Anna H2,Wu Kana122,Xiang Yong-Bing123,Yen Yun35124,Zanke Brent W125126,Zeng Yi-Xin74,Zhang Ben127,Zubair Niha4,Kweon Sun-Seog128129,Figueiredo Jane C130131,Zheng Wei8895,Marchand Loic Le5,Lindblom Annika132133,Moreno Victor101112,Peters Ulrike134,Casey Graham8,Hsu Li4,Conti David V2,Gruber Stephen B281

Affiliation:

1. Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL

2. Department of Preventive Medicine, USC Norris Comprehensive Cancer Center

3. Department of Epidemiology and Biostatistics

4. Public Health Sciences Division

5. Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI

6. National Cancer Center, Tokyo, Japan

7. Center for Public Health Sciences, National Cancer Center, Tokyo, Japan

8. Center for Public Health Genomics, University of Virginia, Charlottesville, VA

9. Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD

10. Catalan Institute of Oncology, Bellvitge Biomedical Research Institute

11. CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain

12. University of Barcelona, Barcelona, Spain

13. Department of Biomedical Data Science

14. Division of Clinical Epidemiology and Aging Research

15. Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Hanover, NH

16. Centre Hospitalier Universitaire Hotel-Dieu, Nantes, France

17. Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, UT

18. CESP (U1018 INSERM), Facultés de Médecine Université Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif, France

19. Gustave Roussy, Villejuif, France

20. German Cancer Consortium

21. National Center for Tumor Diseases (NCT), Heidelberg, Germany

22. Service de Génétique Médicale, Centre Hospitalier Universitaire (CHU), Nantes, France

23. Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia

24. Colorectal Oncogenomics Group, Department of Pathology (DDB) and Genetic Epidemiology Laboratory, Department of Pathology, University of Melbourne, Melbourne, Victoria, Australia

25. Genetic Medicine and Familial Cancer Centre, The Royal Melbourne Hospital, Parkville, Victoria, Australia

26. Division of Research, Kaiser Permanente Medical Care Program of Northern California, Oakland, CA

27. Epidemiology Research Program, American Cancer Society, Atlanta, GA

28. Genetic Oncology Unit, Instituto de Investigación Sanitaria Galicia Sur (IISGS), Complejo Hospitalario Universitario de Vigo (CHUVI), SERGAS, Vigo (Pontevedra) Spain

29. Division of Gastroenterology

30. Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, MA

31. Unit of Genetic Epidemiology, Division of Cancer Epidemiology

32. Harvard Medical School, Boston, MA

33. University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany

34. Cancer Prevention Institute of California, Fremont, CA

35. Ph.D. Program of Cancer Research and Drug Discovery

36. Cancer Science Institute of Singapore, National University of Singapore, Singapore

37. Department of Colorectal Surgery, Cleveland Clinic, Cleveland, OH

38. Division of Environmental Health Sciences, University of Minnesota, Minneapolis, MN

39. Van Andel Research Institute, Grand Rapids, MI

40. Prevention and Cancer Control, Cancer Care Ontario, Toronto, ON, Canada

41. Puerto Rico Cancer Center

42. Genetic Basis of Human Disease Division, Translational Genomics Research Institute, Phoenix, AZ

43. Centre for Cancer Genetic Epidemiology

44. Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria, Australia

45. Division of Human Nutrition, Wageningen University and Research, Wageningen, the Netherlands

46. University of Michigan Comprehensive Cancer Center, Ann Arbor, MI

47. Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia

48. W.M. Keck Science Department, Claremont Colleges, Claremont, CA

49. Department of Biostatistics and Center for Statistical Genetics, University of Michigan School of Public Health, Ann Arbor, MI

50. K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Sør-Trøndelag, Norway

51. Department of Medical Oncology, Dana-Farber Cancer Institute, Brookline, MA

52. Department of Medicine, Brigham and Women’s Institute, Brookline, MA

53. 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

54. Moores Cancer Center, University of California San Diego, La Jolla, CA

55. Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, Ontario, Canada

56. Channing Division of Network Medicine, Brigham and Women’s Institute, Brookline, MA

57. Department of Biostatistics

58. Unidad de Investigacion en Diabetes y Riesgo Cardiovascular, Centro de Investigacion en Salud Poblacional, Instituto Nacional de Salud Publica, Cuernavaca, Morelos, Mexico

59. Centro de Estudios en Diabetes AC, Mexico City, Mexico

60. Department of Medicine, Division of Gastroenterology, School of Medicine

61. Department of Pathology, University of Michigan, Ann Arbor, MI

62. Medical University of Vienna, Department of Medicine I, Institute of Cancer Research, Vienna, Austria

63. Medical Department 1, University Hospital Dresden, TU Dresden, Dresden, Germany

64. Department of Radiation Sciences, Oncology, Umea University, Umea, Sweden

65. Division of Epidemiology, Department of Population Health, New York University School of Medicine, New York, NY

66. Centre for MEGA Epidemiology, The University of Melbourne, Carlton, Victoria, Australia

67. Department of Epidemiology, Murcia Regional Health Council, IMIB-Arrixaca, Murcia, Spain

68. AbbVie, Redwood City, CA

69. Ontario Institute for Cancer Research, Toronto, Ontario, Canada

70. Program in Genetic Epidemiology and Statistical Genetics, Department of Epidemiology, Harvard School of Public Health, Boston, MA

71. Division of Epidemiology, Center for Public Health Sciences

72. Department of Medicine, Ohio State University, Columbus, OH

73. Department of Epidemiology and Health Promotion, Graduate School of Public Health, Yonsei University, Seoul, South Korea

74. State Key Laboratory of Oncology in South China, Cancer Center, Sun Yatsen University, Guangzhou, China

75. Office of Public Health Studies, University of Hawaii Manoa, Honolulu, HI

76. Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy

77. Division of Cancer Epidemiology

78. Department of Preventive Medicine, Kyushu University, Fukuoka, Japan

79. School of Medicine, Taipei Medical University, Taipei, Taiwan

80. Sino-American Cancer Foundation, Temple City, CA

81. Department of Medicine, University of Southern California, Los Angeles, CA

82. Translational Research Program, Fred Hutchinson Cancer Research Center, Seattle, WA

83. Department of Family Medicine and Community Health, Mary Ann Swetland Center for Environmental Health, Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH

84. Institute of Epidemiology, PopGen Biobank, Christian-Albrechts-University Kiel, Kiel, Germany

85. Department of Health Science Research, Mayo Clinic, Scottsdale, AZ

86. Unit of Oncology, Department of Clinical and Experimental Oncology, Instituto Oncologico Veneto, IRCCS Padua, Italy

87. Joint Biobank, Office of Human Research

88. Division of Epidemiology, Vanderbilt Epidemiology Center, Vanderbilt University School of Medicine, Nashville, TN

89. Clalit Health Services National Israeli Cancer Control Center, Haifa, Israel

90. Harvard School of Public Health, Boston, MA

91. Genentech, Inc., Basel, Switzerland

92. Departments of Medicine and Genetics, Case Comprehensive Cancer Center, Case Western Reserve University, and University Hospitals of Cleveland, Cleveland, OH

93. Biomedicine Institute (IBIOMED), University of León, León, Spain

94. Laboratory of Genome Technology, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan

95. Vanderbilt-Ingram Cancer Center, Vanderbilt University, Nashville, TN

96. Department of Epidemiology, Nagoya University Graduate School of Medicine, Showa-ku, Nagoya, Japan

97. Division of Molecular and Clinical Epidemiology, Aichi Cancer Center Research Institute, Chikusa-Ku Nagoya, Japan

98. Research Group on Gene-Environment Interactions and Health, University of León, León, Spain

99. Nutrition and Metabolism Section, IARC, Lyon, CEDEX 08, France

100. Clinical Genetics Service (KO), Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY

101. Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute-ISPO, Florence, Italy

102. Department of Surgery, Complejo Hospitalario Universitario de Santiago (CHUS), Servicio Galego de Saúde (SERGAS), Santiago De Compostela, Spain

103. Division of Cancer Biology, University of Puerto Rico, San Juan, Puerto Rico

104. Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK

105. Department of Community Medicine and Epidemiology, Carmel Medical Center, Haifa, Israel

106. Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel

107. Department of Visceral and Thoracic Surgery, University Hospital Schleswig-Holstein, Kiel Campus, Kiel, Germany

108. Department of Medicine and Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, PA

109. Epidemiology and Genomics Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Bethesda, MD

110. Human Genetics Foundation (HuGeF), Torino, Italy

111. Department of Surgery, Children’s Hospital Los Angeles, Los Angeles, CA

112. Department of Surgery, University of Tennessee Health Science Center, Memphis, TN

113. Department of Internal Medicine, University of Utah Health Sciences Center, Salt Lake City, UT

114. Department of Medicine, Weill Cornell Medical Center, New York, NY

115. Department of Hematology and Oncology University of Munich (LMU), Munich, Germany

116. Phoenix College, Phoenix, AZ

117. Mayo Clinic, Rochester, MN

118. Hellenic Health Foundation, Athens, Greece

119. Department of Chronic Disease Prevention, National Institute for Health and Welfare, Helsinki, Finland

120. Institute of Environmental Medicine

121. Discipline of Genetics, Faculty of Medicine, Memorial University of Newfoundland, St. John’s, Newfoundland, Canada

122. Department of Nutrition, Harvard School of Public Health, Boston, MA

123. State Key Laboratory of Oncogene and Related Genes and Department of Epidemiology, Shanghai Cancer Institute, Shanghai, China

124. Department of Medical Oncology and Therapeutic Research, City of Hope National Medical Center, Duarte, CA

125. Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada

126. The University of Ottawa, Ottawa, Ontario, Canada

127. Division of Noncommunicable Disease Epidemiology and Southwest Hospital Clinical Research Center, Third Military Medical University, Chongqing, China

128. Department of Preventive Medicine, Chonnam National University Medical School, Gwangju, South Korea

129. South Korea Jeonnam Regional Cancer Center, Chonnam National University Hwasun Hospital, Hwasun, South Korea

130. Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA

131. Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA

132. Department of Molecular Medicine and Surgery, Karolinska Institutet Solna, Stockholm, Sweden

133. Department of Clinical Genetics, Karolinska University Hospital Solna, Stockholm, Sweden

134. Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA

Abstract

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.

Funder

National Cancer Institute

National Institutes of Health

US Department of Health and Human Services

National Institutes of Environmental Health Sciences

US Public Health Service

American Cancer Society

Matthias Lackas-Foundation

German Consortium for Translational Cancer Research

Genetics and Epidemiology of Colorectal Cancer Consortium

The Colon Cancer Family Registry

Australasian Colorectal Cancer Family Registry

NCI

NIH

USC Consortium Colorectal Cancer Family Registry

Mayo Clinic Cooperative Family Registry

Ontario Familial Colorectal Cancer Registry

Seattle Colorectal Cancer Family Registry

University of Hawaii Colorectal Cancer Family Registry

Fred Hutchinson Cancer Research Center

Hawai‘i Department of Health

California Department of Public Health

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

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

Florida Department of Health Bankhead-Coley

University of South Florida Oehler Foundation

Total Cancer Care Initiative

Cancer Center and Research Institute

National Cancer Institute–designated Comprehensive Cancer Center

Cancer Research UK

Instituto de Salud Carlos III

FEDER

Catalan Government DURSI

Junta de Castilla y León

Swedish Low-risk Colorectal Cancer Study

Swedish Research Council

Stockholm County Council

Taiwan Ministry of Health and Wealth

Center for Inherited Disease Research

The Norris Cotton Cancer Center

The Quantitative Biology Research Institute

Coordinating Center for Screen Detected Lesions

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

German Research Council

Deutsche Forschungsgemeinschaft

German Federal Ministry of Education and Research

Nurses' Health Study

Physicians' Health Study

Multiethnic Cohort Study

Ontario Registry for Studies of Familial Colorectal Cancer

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

Cancer Genetic Markers of Susceptibility

Lung Cancer and Smoking

Environment and Health Initiative

GENEVA Coordinating Center

Johns Hopkins University Center

Colon Cancer Family Registry

VITamins And Lifestyle

Womens Health Initiative

National Heart, Lung, and Blood Institute

Wereld Kanker Onderzoek Fonds

World Cancer Research Fund International Regular Grant Programme

Alpe d’Huzes and the Dutch Cancer Society

TRANSCAN

Nutrition Questionnaires plus study

ZonMW

PREVention of diabetes through lifestyle intervention and population studies in Europe and around the World

European Union Seventh Framework Programme

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

Shanghai Women’s Health Study

Shanghai Men’s Health Study

Shanghai Colorectal Cancer Study

Guangzhou Colorectal Cancer Study

National Key Scientific and Technological Project

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

Aichi Colorectal Cancer Study

Scientific Research from the Japanese Ministry of Education, Culture, Sports, Science and Technology

Korean Cancer Prevention Study-II

Colorectal Cancer Study

US-Japan Colorectal Cancer

Japan Public Health Center-based Prospective Study

National Cancer Center Research and Development Fund

Ministry of Health, Labor and Welfare of Japan

US-Japan Colorectal Cancer GWAS

African American Colorectal Cancer

The Genotype-Tissue Expression

NCI/SAIC-Frederick

National Disease Research Interchange

Roswell Park Cancer Institute

Science Care, Inc

The Broad Institute, Inc

SAIC-F subcontract to Van Andel Institute

SAIC-F

Brain Bank

University of Miami

Statistical Methods development

University of Chicago

University of North Carolina

Harvard University

Stanford University

Washington University St Louis

University of Pennsylvania

Publisher

Oxford University Press (OUP)

Subject

Cancer Research,Oncology

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